一、ImportError: cannot import name 'SGD' from 'keras.optimizers'

怎么解决？

代码如下：

import keras
import numpy as np
import matplotlib.pyplot as plt
from keras.models import Sequential
from keras.layers import Dense,Activation
from keras.optimizers import SGD
#from tensorflow.keras.optimizers import SGDx_data=np.linspace(-0.5,0.5,200)
noise=np.random.normal(0,0.02,x_data.shape)
y_data=np.square(x_data)+noise#plt.scatter(x_data,y_data)
#plt.show()model=Sequential()
model.add(Dense(input_dim=1,units=10))
model.add(Activation('tanh'))
model.add(Dense(units=1))
model.add(Activation('tanh'))sgd=SGD(lr=0.3)
model.compile(optimizers=sgd,loss='mse')for step in range(3001):cost=model.train_on_batch(x_data,y_data)if step%500==0:print('cost:',cost)
y_pred=model.predict(x_data)
plt.scatter(x_data,y_data)
plt.plot(x_data,y_pred,'r-',lw=3)
plt.show()

修改为：

import keras
import numpy as np
import matplotlib.pyplot as plt
from keras.models import Sequential
from keras.layers import Dense,Activation
import tensorflow as tf
from sklearn.model_selection import train_test_splitx_data=np.linspace(-0.5,0.5,200)
noise=np.random.normal(0,0.02,x_data.shape)
y_data=np.square(x_data)+noise#plt.scatter(x_data,y_data)
#plt.show()
x_train, x_test, y_train, y_test = train_test_split(x_data, y_data, test_size=0.3, shuffle=True, random_state=23)
model=Sequential()
model.add(Dense(input_dim=1,units=10))
model.add(Activation('tanh'))
model.add(Dense(units=1))
model.add(Activation('tanh'))#编译模型
ssgd=tf.keras.optimizers.SGD(lr=0.3)#设置学习率0.005
#损失函数设为：mse(均方误差)，优化器设为：SGD(梯度下降)
model.compile(loss='mse',optimizer=ssgd)history = model.fit(x=x_train, y=y_train, batch_size=32, epochs=2000, validation_split=0.2)
y_pred=model.predict(x_data)
plt.scatter(x_data,y_data)
plt.plot(x_data,y_pred,'r-',lw=3)
plt.show()

不报错

二、另一个不报错代码为：

import tensorflow as tf
import numpy as np
import matplotlib.pyplot as plt#生成试验数据
#x=np.linspace(-10,10,100)
#x=tf.convert_to_tensor(x)
#y=x**2+np.random.rand(100)*10
x=np.linspace(-0.5,0.5,200)
noise=np.random.normal(0,0.02,x.shape)
y=np.square(x)+noise
#建立模型
#设置层
model=tf.keras.Sequential([#1-2层，输入层一个神经元，隐层100个神经元，激活函数sigmoidtf.keras.layers.Dense(10,activation='tanh',input_dim=1),tf.keras.layers.Dense(1)#3层，输出层一个神经元，输出一个数
])
#编译模型
ssgd=tf.keras.optimizers.SGD(lr=0.3)#设置学习率0.005
#损失函数设为：mse(均方误差)，优化器设为：SGD(梯度下降)
model.compile(loss='mse',optimizer=ssgd)
#训练模型
model.fit(x,y,epochs=2000)#迭代2000次
print('训练结束')
#绘图
y_pred=model.predict(x)
plt.scatter(x,y)
plt.plot(x,y_pred,'r-',lw=3)
plt.show()

结果为：

Epoch 1/2000
1/7 [===>..........................] - ETA: 3s - loss: 0.0502
7/7 [==============================] - 1s 2ms/step - loss: 0.0253
Epoch 2/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0127
Epoch 3/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0079
7/7 [==============================] - 0s 2ms/step - loss: 0.0079
Epoch 4/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0127
7/7 [==============================] - 0s 2ms/step - loss: 0.0080
Epoch 5/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0100
7/7 [==============================] - 0s 2ms/step - loss: 0.0094
Epoch 6/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0078
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 7/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0056
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 8/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0056
7/7 [==============================] - 0s 2ms/step - loss: 0.0073
Epoch 9/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0061
7/7 [==============================] - 0s 2ms/step - loss: 0.0075
Epoch 10/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0090
7/7 [==============================] - 0s 2ms/step - loss: 0.0078
Epoch 11/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0100
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 12/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0141
7/7 [==============================] - 0s 2ms/step - loss: 0.0092
Epoch 13/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0080
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 14/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0075
7/7 [==============================] - 0s 2ms/step - loss: 0.0095
Epoch 15/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0165
7/7 [==============================] - 0s 2ms/step - loss: 0.0126
Epoch 16/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 17/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0135
7/7 [==============================] - 0s 2ms/step - loss: 0.0095
Epoch 18/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0087
7/7 [==============================] - 0s 2ms/step - loss: 0.0086
Epoch 19/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0061
7/7 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 20/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0072
7/7 [==============================] - 0s 3ms/step - loss: 0.0068
Epoch 21/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 22/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 23/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 24/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 25/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 26/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0052
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 27/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 2ms/step - loss: 0.0080
Epoch 28/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 29/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 30/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0072
7/7 [==============================] - 0s 2ms/step - loss: 0.0077
Epoch 31/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 32/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0079
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 33/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0079
7/7 [==============================] - 0s 2ms/step - loss: 0.0075
Epoch 34/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0124
7/7 [==============================] - 0s 2ms/step - loss: 0.0082
Epoch 35/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 36/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0071
2/7 [=======>......................] - ETA: 0s - loss: 0.0072
7/7 [==============================] - 0s 24ms/step - loss: 0.0068
Epoch 37/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0086
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 38/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0045
7/7 [==============================] - 0s 2ms/step - loss: 0.0075
Epoch 39/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 40/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0121
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 41/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 42/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0051
7/7 [==============================] - 0s 2ms/step - loss: 0.0088
Epoch 43/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0072
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 44/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0197
7/7 [==============================] - 0s 2ms/step - loss: 0.0095
Epoch 45/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0104
7/7 [==============================] - 0s 2ms/step - loss: 0.0089
Epoch 46/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0095
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 47/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0048
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 48/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0090
7/7 [==============================] - 0s 2ms/step - loss: 0.0085
Epoch 49/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0131
7/7 [==============================] - 0s 3ms/step - loss: 0.0080
Epoch 50/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0077
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 51/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 52/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 53/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 54/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0090
7/7 [==============================] - 0s 2ms/step - loss: 0.0071
Epoch 55/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0105
7/7 [==============================] - 0s 3ms/step - loss: 0.0074
Epoch 56/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0070
7/7 [==============================] - 0s 2ms/step - loss: 0.0079
Epoch 57/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0106
7/7 [==============================] - 0s 2ms/step - loss: 0.0073
Epoch 58/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 59/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0088
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 60/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0065
7/7 [==============================] - 0s 2ms/step - loss: 0.0073
Epoch 61/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0069
7/7 [==============================] - 0s 2ms/step - loss: 0.0071
Epoch 62/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 63/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0055
7/7 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 64/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0088
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 65/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 66/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0112
7/7 [==============================] - 0s 2ms/step - loss: 0.0075
Epoch 67/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0093
7/7 [==============================] - 0s 3ms/step - loss: 0.0072
Epoch 68/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0118
7/7 [==============================] - 0s 2ms/step - loss: 0.0078
Epoch 69/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0055
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 70/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0054
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 71/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0098
7/7 [==============================] - 0s 2ms/step - loss: 0.0078
Epoch 72/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0081
Epoch 73/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0062
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 74/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 75/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0075
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 76/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 3ms/step - loss: 0.0069
Epoch 77/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0083
7/7 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 78/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0143
7/7 [==============================] - 0s 3ms/step - loss: 0.0086
Epoch 79/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0083
7/7 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 80/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0112
7/7 [==============================] - 0s 3ms/step - loss: 0.0075
Epoch 81/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0060
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 82/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0077
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 83/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0091
7/7 [==============================] - 0s 2ms/step - loss: 0.0082
Epoch 84/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0092
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 85/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0052
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 86/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0102
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 87/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0120
7/7 [==============================] - 0s 2ms/step - loss: 0.0085
Epoch 88/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0068
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 89/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0059
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 90/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0089
7/7 [==============================] - 0s 2ms/step - loss: 0.0071
Epoch 91/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 92/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0093
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 93/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 94/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0093
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 95/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 96/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0082
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 97/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 98/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 99/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0076
Epoch 100/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 101/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0077
7/7 [==============================] - 0s 3ms/step - loss: 0.0070
Epoch 102/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0079
7/7 [==============================] - 0s 2ms/step - loss: 0.0071
Epoch 103/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 104/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0105
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 105/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0065
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 106/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 107/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0089
7/7 [==============================] - 0s 2ms/step - loss: 0.0091
Epoch 108/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0132
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 109/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0084
7/7 [==============================] - 0s 2ms/step - loss: 0.0071
Epoch 110/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0062
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 111/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 2ms/step - loss: 0.0076
Epoch 112/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0070
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 113/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0097
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 114/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0074
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 115/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0068
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 116/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0084
Epoch 117/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 118/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 119/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0084
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 120/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0107
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 121/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 122/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 123/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0076
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 124/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0083
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 125/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 126/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0063
7/7 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 127/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0068
Epoch 128/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0085
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 129/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0062
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 130/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0051
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 131/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0055
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 132/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0073
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 133/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0117
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 134/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0102
7/7 [==============================] - 0s 2ms/step - loss: 0.0073
Epoch 135/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0172
7/7 [==============================] - 0s 2ms/step - loss: 0.0082
Epoch 136/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 137/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0068
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 138/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 139/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0085
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 140/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0108
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 141/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 142/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0068
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 143/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0072
7/7 [==============================] - 0s 2ms/step - loss: 0.0072
Epoch 144/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 145/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0094
7/7 [==============================] - 0s 2ms/step - loss: 0.0081
Epoch 146/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0113
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 147/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0054
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 148/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0114
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 149/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0083
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 150/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0084
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 151/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0095
7/7 [==============================] - 0s 2ms/step - loss: 0.0074
Epoch 152/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 153/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 154/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 155/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0069
7/7 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 156/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0074
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 157/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 158/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0088
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 159/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 160/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0059
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 161/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0056
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 162/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0045
7/7 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 163/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0073
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 164/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 165/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0093
7/7 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 166/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0089
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 167/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0061
7/7 [==============================] - 0s 3ms/step - loss: 0.0066
Epoch 168/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0047
7/7 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 169/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0108
7/7 [==============================] - 0s 2ms/step - loss: 0.0070
Epoch 170/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0076
Epoch 171/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0105
Epoch 172/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 173/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 174/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0096
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 175/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 176/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 177/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0078
7/7 [==============================] - 0s 2ms/step - loss: 0.0060
Epoch 178/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0036
7/7 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 179/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0061
7/7 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 180/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0039
7/7 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 181/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0076
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 182/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 183/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0117
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 184/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0059
7/7 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 185/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 186/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 187/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0058
Epoch 188/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 189/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0051
7/7 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 190/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 191/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0059
7/7 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 192/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0060
7/7 [==============================] - 0s 2ms/step - loss: 0.0060
Epoch 193/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0076
7/7 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 194/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0075
7/7 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 195/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0102
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 196/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0056
Epoch 197/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0056
7/7 [==============================] - 0s 2ms/step - loss: 0.0054
Epoch 198/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0133
7/7 [==============================] - 0s 2ms/step - loss: 0.0069
Epoch 199/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 200/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0066
Epoch 201/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0056
Epoch 202/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0058
7/7 [==============================] - 0s 2ms/step - loss: 0.0060
Epoch 203/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0068
7/7 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 204/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0119
7/7 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 205/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0047
7/7 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 206/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0085
7/7 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 207/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0042
7/7 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 208/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0060
7/7 [==============================] - 0s 2ms/step - loss: 0.0054
Epoch 209/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 210/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0046
7/7 [==============================] - 0s 2ms/step - loss: 0.0056
Epoch 211/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0069
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 212/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0055
7/7 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 213/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0041
7/7 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 214/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0046
7/7 [==============================] - 0s 2ms/step - loss: 0.0055
Epoch 215/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0067
7/7 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 216/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0083
7/7 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 217/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0052
7/7 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 218/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 219/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 220/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 221/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0060
7/7 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 222/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0053
7/7 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 223/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 224/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0096
7/7 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 225/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0127
7/7 [==============================] - 0s 2ms/step - loss: 0.0073
Epoch 226/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0065
7/7 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 227/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0047
7/7 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 228/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 229/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0036
7/7 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 230/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 231/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0042
7/7 [==============================] - 0s 2ms/step - loss: 0.0045
Epoch 232/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0064
7/7 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 233/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0051
7/7 [==============================] - 0s 2ms/step - loss: 0.0046
Epoch 234/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0066
7/7 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 235/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0040
7/7 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 236/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0117
7/7 [==============================] - 0s 2ms/step - loss: 0.0055
Epoch 237/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0049
7/7 [==============================] - 0s 2ms/step - loss: 0.0046
Epoch 238/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0057
7/7 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 239/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0037
7/7 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 240/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0043
7/7 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 241/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0034
7/7 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 242/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0044
Epoch 243/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 244/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0042
Epoch 245/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0041
7/7 [==============================] - 0s 2ms/step - loss: 0.0046
Epoch 246/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0042
7/7 [==============================] - 0s 2ms/step - loss: 0.0046
Epoch 247/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0043
7/7 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 248/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0054
7/7 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 249/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0061
7/7 [==============================] - 0s 2ms/step - loss: 0.0044
Epoch 250/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0032
7/7 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 251/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0080
7/7 [==============================] - 0s 2ms/step - loss: 0.0046
Epoch 252/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0030
7/7 [==============================] - 0s 2ms/step - loss: 0.0044
Epoch 253/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0032
7/7 [==============================] - 0s 2ms/step - loss: 0.0037
Epoch 254/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0048
7/7 [==============================] - 0s 2ms/step - loss: 0.0045
Epoch 255/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0087
7/7 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 256/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0039
7/7 [==============================] - 0s 2ms/step - loss: 0.0042
Epoch 257/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0033
7/7 [==============================] - 0s 2ms/step - loss: 0.0038
Epoch 258/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0035
7/7 [==============================] - 0s 2ms/step - loss: 0.0036
Epoch 259/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0039
7/7 [==============================] - 0s 2ms/step - loss: 0.0034
Epoch 260/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0020
7/7 [==============================] - 0s 2ms/step - loss: 0.0034
Epoch 261/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0044
7/7 [==============================] - 0s 2ms/step - loss: 0.0033
Epoch 262/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0039
7/7 [==============================] - 0s 2ms/step - loss: 0.0033
Epoch 263/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0028
7/7 [==============================] - 0s 2ms/step - loss: 0.0032
Epoch 264/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0043
7/7 [==============================] - 0s 2ms/step - loss: 0.0037
Epoch 265/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0048
7/7 [==============================] - 0s 2ms/step - loss: 0.0034
Epoch 266/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0030
7/7 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 267/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0031
Epoch 268/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0032
Epoch 269/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0037
7/7 [==============================] - 0s 2ms/step - loss: 0.0030
Epoch 270/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0056
7/7 [==============================] - 0s 2ms/step - loss: 0.0035
Epoch 271/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0027
7/7 [==============================] - 0s 2ms/step - loss: 0.0028
Epoch 272/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0028
7/7 [==============================] - 0s 2ms/step - loss: 0.0030
Epoch 273/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0035
7/7 [==============================] - 0s 2ms/step - loss: 0.0039
Epoch 274/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0038
7/7 [==============================] - 0s 2ms/step - loss: 0.0028
Epoch 275/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0051
7/7 [==============================] - 0s 2ms/step - loss: 0.0036
Epoch 276/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0029
7/7 [==============================] - 0s 2ms/step - loss: 0.0033
Epoch 277/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0031
7/7 [==============================] - 0s 2ms/step - loss: 0.0028
Epoch 278/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0036
7/7 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 279/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 280/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0024
Epoch 281/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0026
Epoch 282/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0040
Epoch 283/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0039
7/7 [==============================] - 0s 2ms/step - loss: 0.0029
Epoch 284/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0021
7/7 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 285/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0025
7/7 [==============================] - 0s 2ms/step - loss: 0.0023
Epoch 286/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0027
7/7 [==============================] - 0s 2ms/step - loss: 0.0021
Epoch 287/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 2ms/step - loss: 0.0021
Epoch 288/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0078
7/7 [==============================] - 0s 2ms/step - loss: 0.0030
Epoch 289/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0029
Epoch 290/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0020
Epoch 291/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0030
7/7 [==============================] - 0s 2ms/step - loss: 0.0022
Epoch 292/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0078
7/7 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 293/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0022
7/7 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 294/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0020
7/7 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 295/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 296/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 297/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0024
7/7 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 298/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 299/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 0.0016
Epoch 300/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 301/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0019
7/7 [==============================] - 0s 2ms/step - loss: 0.0020
Epoch 302/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 303/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 304/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0023
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 305/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9288e-04
7/7 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 306/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0036
7/7 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 307/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 308/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 309/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.1961e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 310/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0020
7/7 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 311/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 0.0014
Epoch 312/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0027
7/7 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 313/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.1770e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 314/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0028
7/7 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 315/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0022
7/7 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 316/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 9.7502e-04
Epoch 317/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.8435e-04
7/7 [==============================] - 0s 2ms/step - loss: 9.4573e-04
Epoch 318/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 319/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1512e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.8316e-04
Epoch 320/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 321/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 9.0482e-04
Epoch 322/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4802e-04
7/7 [==============================] - 0s 2ms/step - loss: 9.5213e-04
Epoch 323/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0050
7/7 [==============================] - 0s 2ms/step - loss: 0.0027
Epoch 324/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 325/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9978e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 326/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 327/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2510e-04
7/7 [==============================] - 0s 2ms/step - loss: 9.4542e-04
Epoch 328/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0026
7/7 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 329/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9086e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 330/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0019
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 331/2000
7/7 [==============================] - 0s 2ms/step - loss: 8.1850e-04
Epoch 332/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2795e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.7214e-04
Epoch 333/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5051e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.5413e-04
Epoch 334/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9197e-04
7/7 [==============================] - 0s 2ms/step - loss: 9.5967e-04
Epoch 335/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0765e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.8739e-04
Epoch 336/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7967e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.5004e-04
Epoch 337/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6663e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.1605e-04
Epoch 338/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6634e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2369e-04
Epoch 339/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0871e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.8950e-04
Epoch 340/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9407e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.6511e-04
Epoch 341/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5729e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.5907e-04
Epoch 342/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6267e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7252e-04
Epoch 343/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1625e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3049e-04
Epoch 344/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8958e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4770e-04
Epoch 345/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 8.0721e-04
Epoch 346/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4992e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.2949e-04
Epoch 347/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8669e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1180e-04
Epoch 348/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 349/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0423e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.0410e-04
Epoch 350/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3886e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4243e-04
Epoch 351/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7584e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.2763e-04
Epoch 352/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 7.7874e-04
Epoch 353/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0592e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0115e-04
Epoch 354/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7690e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.8819e-04
Epoch 355/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.0611e-04
Epoch 356/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2376e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.7225e-04
Epoch 357/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9890e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1833e-04
Epoch 358/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.5541e-04
Epoch 359/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6310e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7479e-04
Epoch 360/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5980e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6608e-04
Epoch 361/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 7.9648e-04
Epoch 362/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 363/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.9865e-04
Epoch 364/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 7.9436e-04
Epoch 365/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4646e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0232e-04
Epoch 366/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8643e-04
Epoch 367/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6866e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9192e-04
Epoch 368/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8065e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3256e-04
Epoch 369/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7431e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0910e-04
Epoch 370/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3032e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6258e-04
Epoch 371/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.6067e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7830e-04
Epoch 372/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5390e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2483e-04
Epoch 373/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2510e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6525e-04
Epoch 374/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9030e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4335e-04
Epoch 375/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1328e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2110e-04
Epoch 376/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7737e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5592e-04
Epoch 377/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9254e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3744e-04
Epoch 378/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.8510e-04
Epoch 379/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5188e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9664e-04
Epoch 380/2000
7/7 [==============================] - 0s 2ms/step - loss: 9.7607e-04
Epoch 381/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2475e-04
Epoch 382/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1013e-04
7/7 [==============================] - 0s 3ms/step - loss: 9.5273e-04
Epoch 383/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0024
7/7 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 384/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 8.2529e-04
Epoch 385/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0804e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 386/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5734e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1929e-04
Epoch 387/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1511e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.7762e-04
Epoch 388/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6843e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2694e-04
Epoch 389/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0622e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2442e-04
Epoch 390/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2592e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9147e-04
Epoch 391/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6577e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8630e-04
Epoch 392/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6863e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3133e-04
Epoch 393/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8850e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.2094e-04
Epoch 394/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5321e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.7584e-04
Epoch 395/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7831e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0525e-04
Epoch 396/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.5779e-04
Epoch 397/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 9.0293e-04
Epoch 398/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 399/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4486e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5740e-04
Epoch 400/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3014e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0323e-04
Epoch 401/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3792e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2732e-04
Epoch 402/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9152e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1807e-04
Epoch 403/2000
7/7 [==============================] - 0s 2ms/step - loss: 9.5445e-04
Epoch 404/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9141e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0120e-04
Epoch 405/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 406/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0022
7/7 [==============================] - 0s 2ms/step - loss: 8.7077e-04
Epoch 407/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0635e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.3580e-04
Epoch 408/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 6.5433e-04
Epoch 409/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6725e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1595e-04
Epoch 410/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8462e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1262e-04
Epoch 411/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.8470e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2681e-04
Epoch 412/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2232e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3317e-04
Epoch 413/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8128e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.4100e-04
Epoch 414/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 8.0129e-04
Epoch 415/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1863e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3238e-04
Epoch 416/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 417/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3579e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5482e-04
Epoch 418/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9036e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.0239e-04
Epoch 419/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2307e-04
Epoch 420/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9971e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5998e-04
Epoch 421/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6590e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3083e-04
Epoch 422/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.2092e-04
Epoch 423/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6033e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.9048e-04
Epoch 424/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5357e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5665e-04
Epoch 425/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9549e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3871e-04
Epoch 426/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9456e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3639e-04
Epoch 427/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1269e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8104e-04
Epoch 428/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5222e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5559e-04
Epoch 429/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6830e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8693e-04
Epoch 430/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 8.8411e-04
Epoch 431/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3522e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5816e-04
Epoch 432/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 9.8224e-04
Epoch 433/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 6.2893e-04
Epoch 434/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9302e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.3877e-04
Epoch 435/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 436/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.8656e-04
Epoch 437/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.2452e-04
Epoch 438/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.7605e-04
Epoch 439/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0949e-04
Epoch 440/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.4710e-04
Epoch 441/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8196e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7443e-04
Epoch 442/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.4624e-04
Epoch 443/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3704e-04
Epoch 444/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9864e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1994e-04
Epoch 445/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0843e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1650e-04
Epoch 446/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7339e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.5535e-04
Epoch 447/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.2501e-04
Epoch 448/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3691e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1550e-04
Epoch 449/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9388e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7894e-04
Epoch 450/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6494e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2377e-04
Epoch 451/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4566e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5943e-04
Epoch 452/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5907e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1958e-04
Epoch 453/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 454/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.7181e-04
Epoch 455/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9678e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.3393e-04
Epoch 456/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.7562e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2814e-04
Epoch 457/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6711e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8226e-04
Epoch 458/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4172e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6941e-04
Epoch 459/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.4097e-04
Epoch 460/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3281e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1380e-04
Epoch 461/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5965e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2238e-04
Epoch 462/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6364e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2454e-04
Epoch 463/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.4943e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0378e-04
Epoch 464/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8247e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.8421e-04
Epoch 465/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2352e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0830e-04
Epoch 466/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6682e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7562e-04
Epoch 467/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7794e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4732e-04
Epoch 468/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4146e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4970e-04
Epoch 469/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5711e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0329e-04
Epoch 470/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0868e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4993e-04
Epoch 471/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0943e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4193e-04
Epoch 472/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4382e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2301e-04
Epoch 473/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 8.1293e-04
Epoch 474/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5224e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8485e-04
Epoch 475/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8802e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9124e-04
Epoch 476/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.4812e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.7676e-04
Epoch 477/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4264e-04
7/7 [==============================] - 0s 3ms/step - loss: 9.6550e-04
Epoch 478/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0030
7/7 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 479/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0723e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6113e-04
Epoch 480/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6254e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1092e-04
Epoch 481/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 3ms/step - loss: 9.0817e-04
Epoch 482/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 8.0369e-04
Epoch 483/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0490e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9838e-04
Epoch 484/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7526e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4184e-04
Epoch 485/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0479e-04
Epoch 486/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7235e-04
Epoch 487/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.4787e-04
Epoch 488/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.3033e-04
Epoch 489/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8889e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3167e-04
Epoch 490/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6490e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5824e-04
Epoch 491/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0270e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3159e-04
Epoch 492/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4346e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2265e-04
Epoch 493/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9079e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8498e-04
Epoch 494/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8186e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3542e-04
Epoch 495/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5876e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8822e-04
Epoch 496/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5691e-04
Epoch 497/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.2623e-04
Epoch 498/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 499/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.5911e-04
Epoch 500/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8395e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7026e-04
Epoch 501/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5820e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0750e-04
Epoch 502/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1791e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5392e-04
Epoch 503/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 6.6887e-04
Epoch 504/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9071e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0262e-04
Epoch 505/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5841e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2997e-04
Epoch 506/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1146e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5312e-04
Epoch 507/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9589e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5894e-04
Epoch 508/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0507e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9127e-04
Epoch 509/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.2687e-04
Epoch 510/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.1968e-04
Epoch 511/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8494e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2279e-04
Epoch 512/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5667e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4590e-04
Epoch 513/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3930e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.9779e-04
Epoch 514/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6439e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0742e-04
Epoch 515/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3669e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3046e-04
Epoch 516/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7101e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3250e-04
Epoch 517/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.6017e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 518/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4713e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5689e-04
Epoch 519/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5146e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.7586e-04
Epoch 520/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2263e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2390e-04
Epoch 521/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 8.7207e-04
Epoch 522/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.9659e-04
Epoch 523/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0871e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7016e-04
Epoch 524/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7923e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2037e-04
Epoch 525/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5374e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9146e-04
Epoch 526/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0752e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9427e-04
Epoch 527/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2606e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4200e-04
Epoch 528/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3606e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4662e-04
Epoch 529/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6102e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2089e-04
Epoch 530/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0020
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 531/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6041e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6477e-04
Epoch 532/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2515e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0665e-04
Epoch 533/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3654e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3111e-04
Epoch 534/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4669e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.6285e-04
Epoch 535/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.1621e-04
Epoch 536/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6214e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7741e-04
Epoch 537/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6167e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0450e-04
Epoch 538/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3630e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0925e-04
Epoch 539/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5834e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4924e-04
Epoch 540/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2181e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2838e-04
Epoch 541/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7911e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.1028e-04
Epoch 542/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8008e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4846e-04
Epoch 543/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.4721e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6739e-04
Epoch 544/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.5804e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3411e-04
Epoch 545/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7850e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1125e-04
Epoch 546/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6939e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5976e-04
Epoch 547/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2732e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1662e-04
Epoch 548/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9738e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0590e-04
Epoch 549/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0302e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.1952e-04
Epoch 550/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1495e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0817e-04
Epoch 551/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8695e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.4641e-04
Epoch 552/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.0877e-04
Epoch 553/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4798e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0115e-04
Epoch 554/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5017e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6788e-04
Epoch 555/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5631e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4410e-04
Epoch 556/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5704e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9765e-04
Epoch 557/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8545e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1584e-04
Epoch 558/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2155e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3112e-04
Epoch 559/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4434e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2014e-04
Epoch 560/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.2070e-04
Epoch 561/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 6.9817e-04
Epoch 562/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.7380e-04
Epoch 563/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.6626e-04
Epoch 564/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6727e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7190e-04
Epoch 565/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 5.8947e-04
Epoch 566/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8253e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3055e-04
Epoch 567/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4946e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3103e-04
Epoch 568/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4216e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3278e-04
Epoch 569/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4793e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0415e-04
Epoch 570/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3346e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2895e-04
Epoch 571/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1625e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4767e-04
Epoch 572/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2419e-04
Epoch 573/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.6139e-04
Epoch 574/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.3456e-04
Epoch 575/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1418e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3483e-04
Epoch 576/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9311e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0745e-04
Epoch 577/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6828e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2863e-04
Epoch 578/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1779e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3769e-04
Epoch 579/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3806e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9537e-04
Epoch 580/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3865e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3346e-04
Epoch 581/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7385e-04
Epoch 582/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0014
Epoch 583/2000
7/7 [==============================] - 0s 2ms/step - loss: 8.0136e-04
Epoch 584/2000
7/7 [==============================] - 0s 2ms/step - loss: 8.3090e-04
Epoch 585/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4724e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7141e-04
Epoch 586/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4393e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6688e-04
Epoch 587/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1009e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3618e-04
Epoch 588/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4273e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1966e-04
Epoch 589/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9797e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4070e-04
Epoch 590/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4675e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0733e-04
Epoch 591/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5656e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0962e-04
Epoch 592/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.0797e-04
Epoch 593/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.3650e-04
Epoch 594/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 9.0157e-04
Epoch 595/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6679e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7241e-04
Epoch 596/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.8136e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.4300e-04
Epoch 597/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9713e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1757e-04
Epoch 598/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6775e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5783e-04
Epoch 599/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6935e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6367e-04
Epoch 600/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8816e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8988e-04
Epoch 601/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2919e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4486e-04
Epoch 602/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0699e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5953e-04
Epoch 603/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 7.3693e-04
Epoch 604/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7054e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1349e-04
Epoch 605/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.4063e-04
Epoch 606/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2594e-04
Epoch 607/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1727e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6832e-04
Epoch 608/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1912e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 609/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3438e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6973e-04
Epoch 610/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7026e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1463e-04
Epoch 611/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5617e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0593e-04
Epoch 612/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9958e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0021e-04
Epoch 613/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2801e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8241e-04
Epoch 614/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5851e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5868e-04
Epoch 615/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8233e-04
Epoch 616/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4399e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5023e-04
Epoch 617/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9510e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4281e-04
Epoch 618/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1281e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.5789e-04
Epoch 619/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1003e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7188e-04
Epoch 620/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8526e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5262e-04
Epoch 621/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7142e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4661e-04
Epoch 622/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3574e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4813e-04
Epoch 623/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 8.4874e-04
Epoch 624/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2782e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.5341e-04
Epoch 625/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7991e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2205e-04
Epoch 626/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0022
7/7 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 627/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0453e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3902e-04
Epoch 628/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5679e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3294e-04
Epoch 629/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8925e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1378e-04
Epoch 630/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6328e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.7447e-04
Epoch 631/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2932e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1637e-04
Epoch 632/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9997e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5750e-04
Epoch 633/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0695e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1447e-04
Epoch 634/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9085e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1659e-04
Epoch 635/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 5.6685e-04
Epoch 636/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5909e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1793e-04
Epoch 637/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0019
7/7 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 638/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5793e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7494e-04
Epoch 639/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0023
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 640/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8886e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1801e-04
Epoch 641/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.7304e-04
Epoch 642/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3670e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4174e-04
Epoch 643/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 8.7193e-04
Epoch 644/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4747e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7706e-04
Epoch 645/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8645e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5893e-04
Epoch 646/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4662e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2308e-04
Epoch 647/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2208e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.1346e-04
Epoch 648/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6515e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3270e-04
Epoch 649/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4134e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8219e-04
Epoch 650/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.5500e-04
Epoch 651/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2254e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9225e-04
Epoch 652/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3966e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2148e-04
Epoch 653/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 654/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.7383e-04
Epoch 655/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2732e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1152e-04
Epoch 656/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2485e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7127e-04
Epoch 657/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7507e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8867e-04
Epoch 658/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.8971e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0484e-04
Epoch 659/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8315e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4126e-04
Epoch 660/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0846e-04
7/7 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 661/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 6.6586e-04
Epoch 662/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.6859e-04
Epoch 663/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.4866e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.8456e-04
Epoch 664/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 5.8665e-04
Epoch 665/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7026e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0424e-04
Epoch 666/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7005e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5549e-04
Epoch 667/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1825e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2833e-04
Epoch 668/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1011e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1509e-04
Epoch 669/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5239e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5475e-04
Epoch 670/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5570e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4129e-04
Epoch 671/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.5698e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2605e-04
Epoch 672/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1504e-04
Epoch 673/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2572e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2718e-04
Epoch 674/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2100e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.1340e-04
Epoch 675/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2264e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3779e-04
Epoch 676/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.0429e-04
Epoch 677/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8874e-04
Epoch 678/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.1206e-04
Epoch 679/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2019e-04
Epoch 680/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2319e-04
Epoch 681/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.3877e-04
Epoch 682/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0599e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0216e-04
Epoch 683/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2839e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4912e-04
Epoch 684/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 9.7763e-04
Epoch 685/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5338e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.5817e-04
Epoch 686/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1503e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5164e-04
Epoch 687/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3988e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.6406e-04
Epoch 688/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6174e-04
Epoch 689/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.3688e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2267e-04
Epoch 690/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2308e-04
Epoch 691/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4989e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6343e-04
Epoch 692/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6859e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5510e-04
Epoch 693/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9494e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7008e-04
Epoch 694/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4761e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3200e-04
Epoch 695/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 8.4155e-04
Epoch 696/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5311e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1977e-04
Epoch 697/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0216e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5734e-04
Epoch 698/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0029
7/7 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 699/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1390e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3678e-04
Epoch 700/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7296e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5312e-04
Epoch 701/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9452e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6877e-04
Epoch 702/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5672e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.9641e-04
Epoch 703/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4733e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1757e-04
Epoch 704/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1060e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3360e-04
Epoch 705/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6500e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.6471e-04
Epoch 706/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 6.9121e-04
Epoch 707/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.2103e-04
Epoch 708/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2992e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0683e-04
Epoch 709/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 5.8278e-04
Epoch 710/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1960e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1420e-04
Epoch 711/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2470e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4907e-04
Epoch 712/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2374e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8406e-04
Epoch 713/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3600e-04
Epoch 714/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2644e-04
Epoch 715/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8235e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6989e-04
Epoch 716/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7364e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8425e-04
Epoch 717/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 7.2184e-04
Epoch 718/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7008e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2745e-04
Epoch 719/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3672e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7526e-04
Epoch 720/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4753e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3087e-04
Epoch 721/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4940e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3010e-04
Epoch 722/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1564e-04
Epoch 723/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.7113e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.1786e-04
Epoch 724/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3989e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1869e-04
Epoch 725/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5421e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6390e-04
Epoch 726/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 9.4863e-04
Epoch 727/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6564e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2674e-04
Epoch 728/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 9.7736e-04
Epoch 729/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3829e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8361e-04
Epoch 730/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 3ms/step - loss: 8.8830e-04
Epoch 731/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1673e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3851e-04
Epoch 732/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1367e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1840e-04
Epoch 733/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8626e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9150e-04
Epoch 734/2000
7/7 [==============================] - 0s 3ms/step - loss: 7.1275e-04
Epoch 735/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4847e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6212e-04
Epoch 736/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2366e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3105e-04
Epoch 737/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6571e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3360e-04
Epoch 738/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4868e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.1121e-04
Epoch 739/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8736e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.8458e-04
Epoch 740/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1186e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6826e-04
Epoch 741/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.1224e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6307e-04
Epoch 742/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9495e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6643e-04
Epoch 743/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8253e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0208e-04
Epoch 744/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0186e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5167e-04
Epoch 745/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4560e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3166e-04
Epoch 746/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5128e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4021e-04
Epoch 747/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 8.6883e-04
Epoch 748/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6383e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2599e-04
Epoch 749/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3977e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0839e-04
Epoch 750/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2205e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9942e-04
Epoch 751/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8740e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8831e-04
Epoch 752/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3364e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2054e-04
Epoch 753/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0081e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0097e-04
Epoch 754/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0019
7/7 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 755/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4552e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9007e-04
Epoch 756/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2154e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3441e-04
Epoch 757/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0710e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0916e-04
Epoch 758/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8079e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9999e-04
Epoch 759/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1529e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9912e-04
Epoch 760/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 2ms/step - loss: 6.4923e-04
Epoch 761/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8264e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4229e-04
Epoch 762/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3739e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1795e-04
Epoch 763/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0977e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8506e-04
Epoch 764/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7403e-04
7/7 [==============================] - 0s 6ms/step - loss: 4.1995e-04
Epoch 765/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6581e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7662e-04
Epoch 766/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9203e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1153e-04
Epoch 767/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 8.0649e-04
Epoch 768/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7180e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7231e-04
Epoch 769/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2887e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5517e-04
Epoch 770/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3117e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2224e-04
Epoch 771/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.7293e-04
Epoch 772/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7087e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1484e-04
Epoch 773/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3497e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.6932e-04
Epoch 774/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1099e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2777e-04
Epoch 775/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7605e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7640e-04
Epoch 776/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1003e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8007e-04
Epoch 777/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.7743e-04
Epoch 778/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7788e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3396e-04
Epoch 779/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7514e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0920e-04
Epoch 780/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9603e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3507e-04
Epoch 781/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9481e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0411e-04
Epoch 782/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5857e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3615e-04
Epoch 783/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.4529e-04
Epoch 784/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6688e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4500e-04
Epoch 785/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1292e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4236e-04
Epoch 786/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 8.4975e-04
Epoch 787/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5700e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9019e-04
Epoch 788/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0065e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2854e-04
Epoch 789/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3108e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2507e-04
Epoch 790/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2092e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7530e-04
Epoch 791/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0614e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2065e-04
Epoch 792/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8721e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9780e-04
Epoch 793/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4789e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.8609e-04
Epoch 794/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6257e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7559e-04
Epoch 795/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7925e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1001e-04
Epoch 796/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3665e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1404e-04
Epoch 797/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.7589e-04
Epoch 798/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4460e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6259e-04
Epoch 799/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2448e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8630e-04
Epoch 800/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1279e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2596e-04
Epoch 801/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 6.2577e-04
Epoch 802/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1560e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1879e-04
Epoch 803/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0067e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8624e-04
Epoch 804/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0031e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1518e-04
Epoch 805/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2643e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8067e-04
Epoch 806/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2802e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2142e-04
Epoch 807/2000
7/7 [==============================] - 0s 3ms/step - loss: 4.1902e-04
Epoch 808/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 8.5067e-04
Epoch 809/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0644e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4288e-04
Epoch 810/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2899e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4083e-04
Epoch 811/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5254e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2863e-04
Epoch 812/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6379e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8015e-04
Epoch 813/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.6093e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1739e-04
Epoch 814/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1507e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3405e-04
Epoch 815/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9233e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9796e-04
Epoch 816/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6560e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6700e-04
Epoch 817/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2344e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4887e-04
Epoch 818/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7603e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2298e-04
Epoch 819/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5530e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3783e-04
Epoch 820/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6618e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3955e-04
Epoch 821/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5959e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4834e-04
Epoch 822/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4889e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2952e-04
Epoch 823/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5315e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6122e-04
Epoch 824/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9690e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.5002e-04
Epoch 825/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9417e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7760e-04
Epoch 826/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8559e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0583e-04
Epoch 827/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.1627e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.2032e-04
Epoch 828/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.0990e-04
Epoch 829/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2921e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1983e-04
Epoch 830/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.4791e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1788e-04
Epoch 831/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2012e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2666e-04
Epoch 832/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7161e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1837e-04
Epoch 833/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3534e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6308e-04
Epoch 834/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 7.4972e-04
Epoch 835/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3672e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9956e-04
Epoch 836/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.2233e-04
Epoch 837/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4862e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7009e-04
Epoch 838/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9841e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9342e-04
Epoch 839/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1032e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1820e-04
Epoch 840/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.7863e-04
Epoch 841/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7671e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3369e-04
Epoch 842/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0635e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0290e-04
Epoch 843/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1079e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1430e-04
Epoch 844/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1734e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3469e-04
Epoch 845/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8767e-04
Epoch 846/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9744e-04
Epoch 847/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.0005e-04
Epoch 848/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6074e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1128e-04
Epoch 849/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4970e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1070e-04
Epoch 850/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7887e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5345e-04
Epoch 851/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4100e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7701e-04
Epoch 852/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3682e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1278e-04
Epoch 853/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.2117e-04
Epoch 854/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9412e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2744e-04
Epoch 855/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7940e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5222e-04
Epoch 856/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4957e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6701e-04
Epoch 857/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3321e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6420e-04
Epoch 858/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1350e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0320e-04
Epoch 859/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8310e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1004e-04
Epoch 860/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9673e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4060e-04
Epoch 861/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4477e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9687e-04
Epoch 862/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4634e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5225e-04
Epoch 863/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7187e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3468e-04
Epoch 864/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3619e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0621e-04
Epoch 865/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4924e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8819e-04
Epoch 866/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.9527e-04
Epoch 867/2000
7/7 [==============================] - 0s 3ms/step - loss: 4.7541e-04
Epoch 868/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6580e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9093e-04
Epoch 869/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4709e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7382e-04
Epoch 870/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0592e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5204e-04
Epoch 871/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.8813e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7810e-04
Epoch 872/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 6.7007e-04
Epoch 873/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8684e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1916e-04
Epoch 874/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0478e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7241e-04
Epoch 875/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6768e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2110e-04
Epoch 876/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3505e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1030e-04
Epoch 877/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5644e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3752e-04
Epoch 878/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0431e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0439e-04
Epoch 879/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3747e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0837e-04
Epoch 880/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4411e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3683e-04
Epoch 881/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3160e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6227e-04
Epoch 882/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 5.9222e-04
Epoch 883/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4083e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5013e-04
Epoch 884/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0107e-04
7/7 [==============================] - 0s 2ms/step - loss: 9.4140e-04
Epoch 885/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.7753e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0655e-04
Epoch 886/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 9.5018e-04
Epoch 887/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5753e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4010e-04
Epoch 888/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3516e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0132e-04
Epoch 889/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3559e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6097e-04
Epoch 890/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 3ms/step - loss: 9.0368e-04
Epoch 891/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0258e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1774e-04
Epoch 892/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2226e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1697e-04
Epoch 893/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9671e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3058e-04
Epoch 894/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.4250e-04
Epoch 895/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7485e-04
Epoch 896/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7257e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8827e-04
Epoch 897/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2777e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6625e-04
Epoch 898/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8173e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5478e-04
Epoch 899/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6798e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3188e-04
Epoch 900/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8105e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5384e-04
Epoch 901/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0260e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6050e-04
Epoch 902/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9491e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8085e-04
Epoch 903/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9188e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7981e-04
Epoch 904/2000
7/7 [==============================] - 0s 2ms/step - loss: 9.9642e-04
Epoch 905/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2718e-04
Epoch 906/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.0558e-04
Epoch 907/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2297e-04
Epoch 908/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3175e-04
Epoch 909/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2124e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7199e-04
Epoch 910/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1098e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6646e-04
Epoch 911/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1657e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3351e-04
Epoch 912/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7215e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3184e-04
Epoch 913/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 8.3219e-04
Epoch 914/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0163e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2076e-04
Epoch 915/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7779e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3863e-04
Epoch 916/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0754e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2158e-04
Epoch 917/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8597e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3873e-04
Epoch 918/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5750e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2273e-04
Epoch 919/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5034e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7672e-04
Epoch 920/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8432e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1723e-04
Epoch 921/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3462e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.8559e-04
Epoch 922/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.6383e-04
Epoch 923/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9624e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3359e-04
Epoch 924/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2493e-04
Epoch 925/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3526e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7990e-04
Epoch 926/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2856e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3772e-04
Epoch 927/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3342e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6958e-04
Epoch 928/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7851e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6795e-04
Epoch 929/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6667e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2276e-04
Epoch 930/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8637e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0409e-04
Epoch 931/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0055e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2397e-04
Epoch 932/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.3542e-04
Epoch 933/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8110e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4954e-04
Epoch 934/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3238e-04
Epoch 935/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5883e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4410e-04
Epoch 936/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0737e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1824e-04
Epoch 937/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0943e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5701e-04
Epoch 938/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0541e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4595e-04
Epoch 939/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6873e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0471e-04
Epoch 940/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4323e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4483e-04
Epoch 941/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0751e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0522e-04
Epoch 942/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1375e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1804e-04
Epoch 943/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7672e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3968e-04
Epoch 944/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8256e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4733e-04
Epoch 945/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6722e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7089e-04
Epoch 946/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3597e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9256e-04
Epoch 947/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6181e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8196e-04
Epoch 948/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.8390e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.7472e-04
Epoch 949/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0541e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2898e-04
Epoch 950/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0892e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4950e-04
Epoch 951/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9073e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4482e-04
Epoch 952/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8181e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2043e-04
Epoch 953/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 5.2543e-04
Epoch 954/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5556e-04
Epoch 955/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.1717e-04
Epoch 956/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7408e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7430e-04
Epoch 957/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2982e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8121e-04
Epoch 958/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9520e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2489e-04
Epoch 959/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5024e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.3675e-04
Epoch 960/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7601e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4621e-04
Epoch 961/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0043e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7059e-04
Epoch 962/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0053e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8802e-04
Epoch 963/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3666e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.7172e-04
Epoch 964/2000
7/7 [==============================] - 0s 3ms/step - loss: 6.5688e-04
Epoch 965/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5048e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9143e-04
Epoch 966/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5107e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1701e-04
Epoch 967/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4692e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6676e-04
Epoch 968/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8409e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0013e-04
Epoch 969/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6520e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9678e-04
Epoch 970/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2865e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3568e-04
Epoch 971/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2639e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0533e-04
Epoch 972/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9009e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0954e-04
Epoch 973/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8341e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1493e-04
Epoch 974/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4187e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4579e-04
Epoch 975/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5740e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5763e-04
Epoch 976/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.7794e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.9770e-04
Epoch 977/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 978/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1177e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4994e-04
Epoch 979/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3170e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1966e-04
Epoch 980/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6145e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8550e-04
Epoch 981/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0305e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5050e-04
Epoch 982/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7667e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0559e-04
Epoch 983/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4884e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2381e-04
Epoch 984/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6387e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1271e-04
Epoch 985/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7558e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3433e-04
Epoch 986/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0565e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6207e-04
Epoch 987/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0023
7/7 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 988/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0389e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4275e-04
Epoch 989/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 9.2463e-04
Epoch 990/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 2ms/step - loss: 7.3565e-04
Epoch 991/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6096e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1051e-04
Epoch 992/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2525e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0179e-04
Epoch 993/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1914e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0973e-04
Epoch 994/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9001e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3260e-04
Epoch 995/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2067e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4876e-04
Epoch 996/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.4969e-04
Epoch 997/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.1807e-04
Epoch 998/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5301e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.5048e-04
Epoch 999/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1622e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.3270e-04
Epoch 1000/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0032e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0997e-04
Epoch 1001/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5391e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6488e-04
Epoch 1002/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7636e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.7625e-04
Epoch 1003/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0524e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3247e-04
Epoch 1004/2000
7/7 [==============================] - 0s 2ms/step - loss: 9.6840e-04
Epoch 1005/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.9475e-04
Epoch 1006/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8047e-04
Epoch 1007/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1743e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5157e-04
Epoch 1008/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9529e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4442e-04
Epoch 1009/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1870e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2169e-04
Epoch 1010/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5714e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6823e-04
Epoch 1011/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0345e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4801e-04
Epoch 1012/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7896e-04
Epoch 1013/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8980e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7802e-04
Epoch 1014/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 9.8395e-04
Epoch 1015/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6374e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3792e-04
Epoch 1016/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4330e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6657e-04
Epoch 1017/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 1018/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9011e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2148e-04
Epoch 1019/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7549e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2748e-04
Epoch 1020/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8328e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4055e-04
Epoch 1021/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2376e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2335e-04
Epoch 1022/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3299e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.0703e-04
Epoch 1023/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2204e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4410e-04
Epoch 1024/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1472e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0606e-04
Epoch 1025/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0981e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3804e-04
Epoch 1026/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.3735e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3859e-04
Epoch 1027/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0269e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2524e-04
Epoch 1028/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2276e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3697e-04
Epoch 1029/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1538e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.1248e-04
Epoch 1030/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6612e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.8737e-04
Epoch 1031/2000
7/7 [==============================] - 0s 3ms/step - loss: 6.1835e-04
Epoch 1032/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5795e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1787e-04
Epoch 1033/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2994e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3829e-04
Epoch 1034/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4260e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7149e-04
Epoch 1035/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0420e-04
7/7 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 1036/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5099e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0409e-04
Epoch 1037/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4425e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3075e-04
Epoch 1038/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1148e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3359e-04
Epoch 1039/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.8534e-04
Epoch 1040/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0196e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4370e-04
Epoch 1041/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.7814e-04
Epoch 1042/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6754e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8874e-04
Epoch 1043/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8448e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1169e-04
Epoch 1044/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2542e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3441e-04
Epoch 1045/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0749e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8645e-04
Epoch 1046/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2687e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.8418e-04
Epoch 1047/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0834e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.5340e-04
Epoch 1048/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8659e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4167e-04
Epoch 1049/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1492e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5329e-04
Epoch 1050/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6364e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2304e-04
Epoch 1051/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 5.1702e-04
Epoch 1052/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2749e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2067e-04
Epoch 1053/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8695e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5176e-04
Epoch 1054/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 1055/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 2ms/step - loss: 9.0914e-04
Epoch 1056/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5493e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3564e-04
Epoch 1057/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2232e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0624e-04
Epoch 1058/2000
1/7 [===>..........................] - ETA: 0s - loss: 1.0000e-03
7/7 [==============================] - 0s 3ms/step - loss: 6.8265e-04
Epoch 1059/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5080e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3784e-04
Epoch 1060/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6702e-04
Epoch 1061/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.7736e-04
Epoch 1062/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 1063/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8014e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2603e-04
Epoch 1064/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8798e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2083e-04
Epoch 1065/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5755e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8676e-04
Epoch 1066/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7966e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4662e-04
Epoch 1067/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1046e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9078e-04
Epoch 1068/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 9.7508e-04
Epoch 1069/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8902e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8780e-04
Epoch 1070/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1069e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0227e-04
Epoch 1071/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5457e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.4014e-04
Epoch 1072/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 1073/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4332e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2787e-04
Epoch 1074/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1923e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3114e-04
Epoch 1075/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4667e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9671e-04
Epoch 1076/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4924e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8551e-04
Epoch 1077/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0625e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.5540e-04
Epoch 1078/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2615e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2715e-04
Epoch 1079/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0841e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5973e-04
Epoch 1080/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4747e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2365e-04
Epoch 1081/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 8.9470e-04
Epoch 1082/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7408e-04
Epoch 1083/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9633e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.4413e-04
Epoch 1084/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3159e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1744e-04
Epoch 1085/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5567e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1561e-04
Epoch 1086/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2690e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2902e-04
Epoch 1087/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1671e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2409e-04
Epoch 1088/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6924e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4237e-04
Epoch 1089/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2922e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4983e-04
Epoch 1090/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9186e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6155e-04
Epoch 1091/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9225e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0136e-04
Epoch 1092/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9593e-04
Epoch 1093/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2338e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2146e-04
Epoch 1094/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3823e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7114e-04
Epoch 1095/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0204e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7683e-04
Epoch 1096/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 8.0160e-04
Epoch 1097/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6645e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3320e-04
Epoch 1098/2000
7/7 [==============================] - 0s 2ms/step - loss: 7.7318e-04
Epoch 1099/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5960e-04
Epoch 1100/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2780e-04
Epoch 1101/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2476e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.7580e-04
Epoch 1102/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7323e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1194e-04
Epoch 1103/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2516e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8840e-04
Epoch 1104/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0019
7/7 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 1105/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.6017e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9103e-04
Epoch 1106/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4626e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3991e-04
Epoch 1107/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4817e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5112e-04
Epoch 1108/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1829e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6950e-04
Epoch 1109/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 5.4180e-04
Epoch 1110/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9048e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3542e-04
Epoch 1111/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4585e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5377e-04
Epoch 1112/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7683e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4041e-04
Epoch 1113/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5461e-04
Epoch 1114/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0717e-04
Epoch 1115/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2042e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4578e-04
Epoch 1116/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0903e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5242e-04
Epoch 1117/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.4453e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2321e-04
Epoch 1118/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4930e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4730e-04
Epoch 1119/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5987e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1118e-04
Epoch 1120/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7280e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9878e-04
Epoch 1121/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 1122/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 2ms/step - loss: 6.3622e-04
Epoch 1123/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6188e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1683e-04
Epoch 1124/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2409e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6196e-04
Epoch 1125/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9883e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3512e-04
Epoch 1126/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0833e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6898e-04
Epoch 1127/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2964e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4772e-04
Epoch 1128/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2819e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0956e-04
Epoch 1129/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3145e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1094e-04
Epoch 1130/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2848e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7198e-04
Epoch 1131/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4369e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0660e-04
Epoch 1132/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5141e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2378e-04
Epoch 1133/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9009e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1558e-04
Epoch 1134/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 5.4647e-04
Epoch 1135/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.6524e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8485e-04
Epoch 1136/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2631e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4141e-04
Epoch 1137/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3730e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5965e-04
Epoch 1138/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6302e-04
Epoch 1139/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3521e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3824e-04
Epoch 1140/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8703e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6210e-04
Epoch 1141/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9826e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5696e-04
Epoch 1142/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.6608e-04
Epoch 1143/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 7.8671e-04
Epoch 1144/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1782e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1652e-04
Epoch 1145/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0846e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5392e-04
Epoch 1146/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.8215e-04
Epoch 1147/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5666e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3276e-04
Epoch 1148/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6167e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4369e-04
Epoch 1149/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4483e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8269e-04
Epoch 1150/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9407e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5138e-04
Epoch 1151/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4940e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7010e-04
Epoch 1152/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.1807e-04
Epoch 1153/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2975e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2963e-04
Epoch 1154/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7535e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.3067e-04
Epoch 1155/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2489e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5630e-04
Epoch 1156/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2427e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8745e-04
Epoch 1157/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1445e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2313e-04
Epoch 1158/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 8.8774e-04
Epoch 1159/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.8010e-04
Epoch 1160/2000
7/7 [==============================] - 0s 3ms/step - loss: 4.5675e-04
Epoch 1161/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.3944e-04
Epoch 1162/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8166e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4606e-04
Epoch 1163/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 6.5737e-04
Epoch 1164/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6138e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.5155e-04
Epoch 1165/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7998e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3857e-04
Epoch 1166/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5433e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2489e-04
Epoch 1167/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5319e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7332e-04
Epoch 1168/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3548e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9407e-04
Epoch 1169/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2653e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4774e-04
Epoch 1170/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5077e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4622e-04
Epoch 1171/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0436e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4923e-04
Epoch 1172/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7895e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2527e-04
Epoch 1173/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1930e-04
Epoch 1174/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5863e-04
Epoch 1175/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3904e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3401e-04
Epoch 1176/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1982e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1949e-04
Epoch 1177/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5002e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1267e-04
Epoch 1178/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3056e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.6447e-04
Epoch 1179/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6374e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6270e-04
Epoch 1180/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 7.2416e-04
Epoch 1181/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4952e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2527e-04
Epoch 1182/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5666e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0516e-04
Epoch 1183/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3101e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2092e-04
Epoch 1184/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4948e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3296e-04
Epoch 1185/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5844e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1812e-04
Epoch 1186/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1557e-04
Epoch 1187/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7088e-04
Epoch 1188/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6099e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4865e-04
Epoch 1189/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5091e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6121e-04
Epoch 1190/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0553e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3254e-04
Epoch 1191/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5794e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0403e-04
Epoch 1192/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9349e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8875e-04
Epoch 1193/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5768e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3225e-04
Epoch 1194/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4995e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6708e-04
Epoch 1195/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0711e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0318e-04
Epoch 1196/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3724e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1999e-04
Epoch 1197/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.8884e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0357e-04
Epoch 1198/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7123e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1519e-04
Epoch 1199/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2366e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1666e-04
Epoch 1200/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1353e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0760e-04
Epoch 1201/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1970e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2098e-04
Epoch 1202/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4811e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7180e-04
Epoch 1203/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2431e-04
Epoch 1204/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3092e-04
Epoch 1205/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6264e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1744e-04
Epoch 1206/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8042e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2932e-04
Epoch 1207/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2899e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5230e-04
Epoch 1208/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5148e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6329e-04
Epoch 1209/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5763e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2073e-04
Epoch 1210/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7451e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5564e-04
Epoch 1211/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6430e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0416e-04
Epoch 1212/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0192e-04
7/7 [==============================] - 0s 3ms/step - loss: 8.7451e-04
Epoch 1213/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0291e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9200e-04
Epoch 1214/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0017
7/7 [==============================] - 0s 2ms/step - loss: 7.5450e-04
Epoch 1215/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6725e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0674e-04
Epoch 1216/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3008e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4769e-04
Epoch 1217/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7573e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1196e-04
Epoch 1218/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2997e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9923e-04
Epoch 1219/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6113e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0150e-04
Epoch 1220/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3249e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8786e-04
Epoch 1221/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9318e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2355e-04
Epoch 1222/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5760e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7295e-04
Epoch 1223/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2942e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3949e-04
Epoch 1224/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7585e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7215e-04
Epoch 1225/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.3316e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4826e-04
Epoch 1226/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4672e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5706e-04
Epoch 1227/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4282e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8876e-04
Epoch 1228/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6653e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1459e-04
Epoch 1229/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6578e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6266e-04
Epoch 1230/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7459e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3366e-04
Epoch 1231/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0361e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5543e-04
Epoch 1232/2000
7/7 [==============================] - 0s 3ms/step - loss: 4.5977e-04
Epoch 1233/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6082e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8732e-04
Epoch 1234/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0062e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9140e-04
Epoch 1235/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4503e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2160e-04
Epoch 1236/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4096e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9865e-04
Epoch 1237/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4690e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4480e-04
Epoch 1238/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.0726e-04
Epoch 1239/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5650e-04
Epoch 1240/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.4072e-04
Epoch 1241/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9071e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8904e-04
Epoch 1242/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0282e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3171e-04
Epoch 1243/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0546e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1976e-04
Epoch 1244/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0922e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7715e-04
Epoch 1245/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3049e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1518e-04
Epoch 1246/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 7.4495e-04
Epoch 1247/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4838e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4043e-04
Epoch 1248/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2820e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7605e-04
Epoch 1249/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3465e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.0961e-04
Epoch 1250/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1316e-04
Epoch 1251/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 9.1545e-04
Epoch 1252/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2210e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8402e-04
Epoch 1253/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0707e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.4390e-04
Epoch 1254/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0783e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7999e-04
Epoch 1255/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5772e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5737e-04
Epoch 1256/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0016
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 1257/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0269e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2057e-04
Epoch 1258/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8380e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6153e-04
Epoch 1259/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0041e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1177e-04
Epoch 1260/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5090e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9324e-04
Epoch 1261/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 6.2736e-04
Epoch 1262/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6733e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2601e-04
Epoch 1263/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7909e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4109e-04
Epoch 1264/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1398e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5774e-04
Epoch 1265/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7358e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3969e-04
Epoch 1266/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1243e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5201e-04
Epoch 1267/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8279e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6766e-04
Epoch 1268/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8394e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3496e-04
Epoch 1269/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.3910e-04
Epoch 1270/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5036e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2636e-04
Epoch 1271/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4193e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8898e-04
Epoch 1272/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9376e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9681e-04
Epoch 1273/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8607e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7180e-04
Epoch 1274/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7345e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4139e-04
Epoch 1275/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2081e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5997e-04
Epoch 1276/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2836e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1688e-04
Epoch 1277/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0408e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1915e-04
Epoch 1278/2000
7/7 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 1279/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2689e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1752e-04
Epoch 1280/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2559e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5281e-04
Epoch 1281/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1841e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5876e-04
Epoch 1282/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0510e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8088e-04
Epoch 1283/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8264e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3350e-04
Epoch 1284/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9407e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.0383e-04
Epoch 1285/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1228e-04
Epoch 1286/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.3418e-04
Epoch 1287/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4028e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1845e-04
Epoch 1288/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4801e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6981e-04
Epoch 1289/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1694e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7625e-04
Epoch 1290/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9102e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2630e-04
Epoch 1291/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.8285e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4001e-04
Epoch 1292/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 6.4092e-04
Epoch 1293/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.8449e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2985e-04
Epoch 1294/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8973e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4557e-04
Epoch 1295/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3140e-04
Epoch 1296/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1074e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2180e-04
Epoch 1297/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0583e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4846e-04
Epoch 1298/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1658e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5803e-04
Epoch 1299/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.8335e-04
Epoch 1300/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3127e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.6975e-04
Epoch 1301/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1932e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4692e-04
Epoch 1302/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1488e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4147e-04
Epoch 1303/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0892e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5881e-04
Epoch 1304/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 6.8862e-04
Epoch 1305/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2857e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7615e-04
Epoch 1306/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9870e-04
Epoch 1307/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1250e-04
Epoch 1308/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0414e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1597e-04
Epoch 1309/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3335e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1742e-04
Epoch 1310/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8969e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1423e-04
Epoch 1311/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7966e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9091e-04
Epoch 1312/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.0119e-04
Epoch 1313/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2189e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5127e-04
Epoch 1314/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6970e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4378e-04
Epoch 1315/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5119e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2490e-04
Epoch 1316/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6392e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1278e-04
Epoch 1317/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6093e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4557e-04
Epoch 1318/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0700e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8000e-04
Epoch 1319/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3732e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.2136e-04
Epoch 1320/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5116e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.1272e-04
Epoch 1321/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5230e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7215e-04
Epoch 1322/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5514e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0219e-04
Epoch 1323/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0486e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7712e-04
Epoch 1324/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4811e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0459e-04
Epoch 1325/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5904e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3621e-04
Epoch 1326/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5958e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7897e-04
Epoch 1327/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3996e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4848e-04
Epoch 1328/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4687e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1423e-04
Epoch 1329/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1636e-04
Epoch 1330/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0270e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7338e-04
Epoch 1331/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3443e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7253e-04
Epoch 1332/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0967e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8402e-04
Epoch 1333/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1871e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6299e-04
Epoch 1334/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 2ms/step - loss: 6.4515e-04
Epoch 1335/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0088e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1377e-04
Epoch 1336/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5434e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0682e-04
Epoch 1337/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9867e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0964e-04
Epoch 1338/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 7.9293e-04
Epoch 1339/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0027
7/7 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 1340/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3408e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5576e-04
Epoch 1341/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6426e-04
Epoch 1342/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3020e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.4313e-04
Epoch 1343/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0848e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7547e-04
Epoch 1344/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4298e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8652e-04
Epoch 1345/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6831e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4528e-04
Epoch 1346/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6932e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1852e-04
Epoch 1347/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 5.7156e-04
Epoch 1348/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 8.2894e-04
Epoch 1349/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8543e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2685e-04
Epoch 1350/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2687e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.3693e-04
Epoch 1351/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6454e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5265e-04
Epoch 1352/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1334e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0877e-04
Epoch 1353/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7508e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4787e-04
Epoch 1354/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 5.9833e-04
Epoch 1355/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2653e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8892e-04
Epoch 1356/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4355e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9465e-04
Epoch 1357/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4275e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7825e-04
Epoch 1358/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9671e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.5113e-04
Epoch 1359/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 6.5709e-04
Epoch 1360/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8830e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9112e-04
Epoch 1361/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0836e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1912e-04
Epoch 1362/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2972e-04
Epoch 1363/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8229e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1823e-04
Epoch 1364/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1539e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7874e-04
Epoch 1365/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3336e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1356e-04
Epoch 1366/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4648e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0400e-04
Epoch 1367/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0862e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8764e-04
Epoch 1368/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3196e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3652e-04
Epoch 1369/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8214e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2688e-04
Epoch 1370/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2165e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4256e-04
Epoch 1371/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4325e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6541e-04
Epoch 1372/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7163e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1009e-04
Epoch 1373/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2752e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.3386e-04
Epoch 1374/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3206e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 1375/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6015e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3418e-04
Epoch 1376/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4544e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8430e-04
Epoch 1377/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9009e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5317e-04
Epoch 1378/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9983e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3028e-04
Epoch 1379/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0461e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0545e-04
Epoch 1380/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9763e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7790e-04
Epoch 1381/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.1233e-04
Epoch 1382/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6660e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8888e-04
Epoch 1383/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.0661e-04
Epoch 1384/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 5.5073e-04
Epoch 1385/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8921e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8668e-04
Epoch 1386/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6427e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2303e-04
Epoch 1387/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8429e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4581e-04
Epoch 1388/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0029
7/7 [==============================] - 0s 3ms/step - loss: 9.7295e-04
Epoch 1389/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5008e-04
Epoch 1390/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3424e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.5074e-04
Epoch 1391/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9454e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5257e-04
Epoch 1392/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7162e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2715e-04
Epoch 1393/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 9.5453e-04
Epoch 1394/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0647e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8158e-04
Epoch 1395/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9565e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8433e-04
Epoch 1396/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1204e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6910e-04
Epoch 1397/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7925e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5045e-04
Epoch 1398/2000
7/7 [==============================] - 0s 3ms/step - loss: 5.2315e-04
Epoch 1399/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9167e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4467e-04
Epoch 1400/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9594e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9693e-04
Epoch 1401/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6701e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3664e-04
Epoch 1402/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5100e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3667e-04
Epoch 1403/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0522e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5152e-04
Epoch 1404/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5843e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4174e-04
Epoch 1405/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9465e-04
Epoch 1406/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.6599e-04
Epoch 1407/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5132e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.6774e-04
Epoch 1408/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3028e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5674e-04
Epoch 1409/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7297e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7602e-04
Epoch 1410/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6171e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.7424e-04
Epoch 1411/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9336e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0083e-04
Epoch 1412/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5962e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4074e-04
Epoch 1413/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5786e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2675e-04
Epoch 1414/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1344e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4735e-04
Epoch 1415/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7381e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6335e-04
Epoch 1416/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3261e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7731e-04
Epoch 1417/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8717e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5754e-04
Epoch 1418/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2303e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6648e-04
Epoch 1419/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.1827e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7458e-04
Epoch 1420/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5251e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7893e-04
Epoch 1421/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5406e-04
Epoch 1422/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.8861e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2492e-04
Epoch 1423/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3033e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.2075e-04
Epoch 1424/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.7690e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.8026e-04
Epoch 1425/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6954e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5211e-04
Epoch 1426/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.3842e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1662e-04
Epoch 1427/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5661e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1034e-04
Epoch 1428/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0264e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6582e-04
Epoch 1429/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9147e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6706e-04
Epoch 1430/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1696e-04
Epoch 1431/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3957e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6200e-04
Epoch 1432/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5499e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.1053e-04
Epoch 1433/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5811e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3918e-04
Epoch 1434/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5379e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0986e-04
Epoch 1435/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7154e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3919e-04
Epoch 1436/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7868e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3511e-04
Epoch 1437/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0377e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0975e-04
Epoch 1438/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2924e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7055e-04
Epoch 1439/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7358e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1949e-04
Epoch 1440/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8205e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8646e-04
Epoch 1441/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3654e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1270e-04
Epoch 1442/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0539e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4805e-04
Epoch 1443/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2047e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6940e-04
Epoch 1444/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5853e-04
7/7 [==============================] - 0s 3ms/step - loss: 9.9843e-04
Epoch 1445/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4190e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6247e-04
Epoch 1446/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3601e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4169e-04
Epoch 1447/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9570e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6263e-04
Epoch 1448/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.3201e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3206e-04
Epoch 1449/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.5808e-04
Epoch 1450/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9590e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5128e-04
Epoch 1451/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6985e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3656e-04
Epoch 1452/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8132e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2224e-04
Epoch 1453/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3986e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1871e-04
Epoch 1454/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3599e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2849e-04
Epoch 1455/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1274e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4116e-04
Epoch 1456/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0145e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7779e-04
Epoch 1457/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8363e-04
Epoch 1458/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0872e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3054e-04
Epoch 1459/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9812e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4290e-04
Epoch 1460/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6197e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8018e-04
Epoch 1461/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6193e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5483e-04
Epoch 1462/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7087e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9826e-04
Epoch 1463/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1932e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1373e-04
Epoch 1464/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5296e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1480e-04
Epoch 1465/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9116e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9790e-04
Epoch 1466/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4052e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8337e-04
Epoch 1467/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5861e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5650e-04
Epoch 1468/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.3466e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1475e-04
Epoch 1469/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9266e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1977e-04
Epoch 1470/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2705e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1409e-04
Epoch 1471/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4240e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0117e-04
Epoch 1472/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.9639e-04
Epoch 1473/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5139e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7292e-04
Epoch 1474/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6677e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9613e-04
Epoch 1475/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1263e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4579e-04
Epoch 1476/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8158e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2643e-04
Epoch 1477/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3174e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4738e-04
Epoch 1478/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8183e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1623e-04
Epoch 1479/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5168e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5290e-04
Epoch 1480/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7810e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2548e-04
Epoch 1481/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3626e-04
Epoch 1482/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6896e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4232e-04
Epoch 1483/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1321e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0928e-04
Epoch 1484/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1494e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.8226e-04
Epoch 1485/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0618e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3646e-04
Epoch 1486/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4293e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.3242e-04
Epoch 1487/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1148e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3805e-04
Epoch 1488/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5376e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7900e-04
Epoch 1489/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7992e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2820e-04
Epoch 1490/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5421e-04
Epoch 1491/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8848e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2555e-04
Epoch 1492/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8139e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1452e-04
Epoch 1493/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5053e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4059e-04
Epoch 1494/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4860e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4240e-04
Epoch 1495/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9433e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5029e-04
Epoch 1496/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.6434e-04
Epoch 1497/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.4430e-04
Epoch 1498/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8935e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5073e-04
Epoch 1499/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7518e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1900e-04
Epoch 1500/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2851e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1590e-04
Epoch 1501/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5720e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4414e-04
Epoch 1502/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3307e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0709e-04
Epoch 1503/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8030e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0357e-04
Epoch 1504/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8384e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9015e-04
Epoch 1505/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7918e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0649e-04
Epoch 1506/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7123e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7291e-04
Epoch 1507/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3467e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4915e-04
Epoch 1508/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8585e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.0999e-04
Epoch 1509/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2343e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6651e-04
Epoch 1510/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7613e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9459e-04
Epoch 1511/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8587e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7598e-04
Epoch 1512/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3018e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8198e-04
Epoch 1513/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7247e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2274e-04
Epoch 1514/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7546e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7245e-04
Epoch 1515/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9416e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.9488e-04
Epoch 1516/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1027e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1612e-04
Epoch 1517/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 7.8233e-04
Epoch 1518/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 7.4197e-04
Epoch 1519/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2691e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5549e-04
Epoch 1520/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.1438e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3757e-04
Epoch 1521/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2439e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.1969e-04
Epoch 1522/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2650e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6288e-04
Epoch 1523/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2957e-04
Epoch 1524/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.8069e-04
Epoch 1525/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.7754e-04
Epoch 1526/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6036e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7180e-04
Epoch 1527/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0536e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3262e-04
Epoch 1528/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5090e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6092e-04
Epoch 1529/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3896e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2159e-04
Epoch 1530/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4976e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9839e-04
Epoch 1531/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6956e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6146e-04
Epoch 1532/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5885e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1008e-04
Epoch 1533/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 5.7469e-04
Epoch 1534/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0665e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0224e-04
Epoch 1535/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3541e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8691e-04
Epoch 1536/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8628e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9081e-04
Epoch 1537/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8603e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2408e-04
Epoch 1538/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9816e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4112e-04
Epoch 1539/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1114e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4174e-04
Epoch 1540/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8571e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1753e-04
Epoch 1541/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9816e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9346e-04
Epoch 1542/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1292e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1059e-04
Epoch 1543/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7550e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0947e-04
Epoch 1544/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5745e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0994e-04
Epoch 1545/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4511e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6820e-04
Epoch 1546/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9285e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3607e-04
Epoch 1547/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1428e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1251e-04
Epoch 1548/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6369e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3896e-04
Epoch 1549/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5569e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1718e-04
Epoch 1550/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0980e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.8689e-04
Epoch 1551/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.3939e-04
Epoch 1552/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1730e-04
Epoch 1553/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5172e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1047e-04
Epoch 1554/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0451e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6509e-04
Epoch 1555/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 7.4837e-04
Epoch 1556/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2391e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4823e-04
Epoch 1557/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5669e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7473e-04
Epoch 1558/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8756e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1305e-04
Epoch 1559/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5240e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1329e-04
Epoch 1560/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3948e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5578e-04
Epoch 1561/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1987e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0934e-04
Epoch 1562/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9641e-04
7/7 [==============================] - 0s 2ms/step - loss: 0.0010
Epoch 1563/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5749e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0800e-04
Epoch 1564/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.4896e-04
Epoch 1565/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9638e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.1006e-04
Epoch 1566/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5537e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3812e-04
Epoch 1567/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1609e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0445e-04
Epoch 1568/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5457e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5976e-04
Epoch 1569/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5358e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5322e-04
Epoch 1570/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4217e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7519e-04
Epoch 1571/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.6850e-04
Epoch 1572/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5654e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.7861e-04
Epoch 1573/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9103e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.3476e-04
Epoch 1574/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1432e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1331e-04
Epoch 1575/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0896e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.2093e-04
Epoch 1576/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1004e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7286e-04
Epoch 1577/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7543e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8165e-04
Epoch 1578/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4836e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3469e-04
Epoch 1579/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2740e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4763e-04
Epoch 1580/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.0611e-04
Epoch 1581/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9837e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4715e-04
Epoch 1582/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8389e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1541e-04
Epoch 1583/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4372e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4424e-04
Epoch 1584/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4977e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5165e-04
Epoch 1585/2000
7/7 [==============================] - 0s 2ms/step - loss: 6.3826e-04
Epoch 1586/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0211e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2608e-04
Epoch 1587/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7940e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5140e-04
Epoch 1588/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2930e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2495e-04
Epoch 1589/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0418e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8671e-04
Epoch 1590/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6048e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0783e-04
Epoch 1591/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.5936e-04
Epoch 1592/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0219e-04
Epoch 1593/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9928e-04
Epoch 1594/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.4689e-04
Epoch 1595/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8177e-04
Epoch 1596/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7282e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8388e-04
Epoch 1597/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2666e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5938e-04
Epoch 1598/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.6636e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5409e-04
Epoch 1599/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9406e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.5613e-04
Epoch 1600/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9048e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3037e-04
Epoch 1601/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1288e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9313e-04
Epoch 1602/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7087e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2936e-04
Epoch 1603/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7889e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3845e-04
Epoch 1604/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1855e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6761e-04
Epoch 1605/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3913e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.4795e-04
Epoch 1606/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4939e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3911e-04
Epoch 1607/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9380e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4727e-04
Epoch 1608/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6461e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5201e-04
Epoch 1609/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6983e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5354e-04
Epoch 1610/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5025e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4304e-04
Epoch 1611/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4931e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6818e-04
Epoch 1612/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5182e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9692e-04
Epoch 1613/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.5208e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1451e-04
Epoch 1614/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6378e-04
Epoch 1615/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.1599e-04
Epoch 1616/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2378e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4483e-04
Epoch 1617/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 5.8786e-04
Epoch 1618/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6287e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4711e-04
Epoch 1619/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6246e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7996e-04
Epoch 1620/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6608e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5570e-04
Epoch 1621/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5241e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4575e-04
Epoch 1622/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9472e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9178e-04
Epoch 1623/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4834e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2405e-04
Epoch 1624/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0669e-04
Epoch 1625/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4099e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4415e-04
Epoch 1626/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8457e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3681e-04
Epoch 1627/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3803e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5620e-04
Epoch 1628/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8648e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3709e-04
Epoch 1629/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4507e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1365e-04
Epoch 1630/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3552e-04
Epoch 1631/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2840e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2677e-04
Epoch 1632/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8639e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4589e-04
Epoch 1633/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8467e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0765e-04
Epoch 1634/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 3ms/step - loss: 5.4241e-04
Epoch 1635/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9986e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2661e-04
Epoch 1636/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5913e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0590e-04
Epoch 1637/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6508e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2474e-04
Epoch 1638/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4712e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4629e-04
Epoch 1639/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0819e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1989e-04
Epoch 1640/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.0423e-04
Epoch 1641/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4169e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6182e-04
Epoch 1642/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7030e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1266e-04
Epoch 1643/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2016e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5036e-04
Epoch 1644/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3210e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4986e-04
Epoch 1645/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5997e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1583e-04
Epoch 1646/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0712e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4054e-04
Epoch 1647/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6164e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1988e-04
Epoch 1648/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4408e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9116e-04
Epoch 1649/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7157e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.3864e-04
Epoch 1650/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.4779e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6878e-04
Epoch 1651/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9030e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3938e-04
Epoch 1652/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.3017e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4202e-04
Epoch 1653/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 6.1768e-04
Epoch 1654/2000
7/7 [==============================] - 0s 3ms/step - loss: 5.0595e-04
Epoch 1655/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4744e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2640e-04
Epoch 1656/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3657e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2928e-04
Epoch 1657/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6957e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3989e-04
Epoch 1658/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0393e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4209e-04
Epoch 1659/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1804e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4702e-04
Epoch 1660/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6724e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1392e-04
Epoch 1661/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.9988e-04
Epoch 1662/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7412e-04
Epoch 1663/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8565e-04
Epoch 1664/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1759e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6906e-04
Epoch 1665/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1357e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2485e-04
Epoch 1666/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8481e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7163e-04
Epoch 1667/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9662e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9616e-04
Epoch 1668/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8290e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8266e-04
Epoch 1669/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9551e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0318e-04
Epoch 1670/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2441e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1883e-04
Epoch 1671/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4787e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9364e-04
Epoch 1672/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4214e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0272e-04
Epoch 1673/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6996e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2456e-04
Epoch 1674/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9972e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1711e-04
Epoch 1675/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2925e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5660e-04
Epoch 1676/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7605e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5666e-04
Epoch 1677/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1899e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5037e-04
Epoch 1678/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4449e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8281e-04
Epoch 1679/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 2ms/step - loss: 6.0137e-04
Epoch 1680/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7458e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1852e-04
Epoch 1681/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3167e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6673e-04
Epoch 1682/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 5.8203e-04
Epoch 1683/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8050e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1385e-04
Epoch 1684/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4119e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2799e-04
Epoch 1685/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2706e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3843e-04
Epoch 1686/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6455e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2212e-04
Epoch 1687/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4858e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3807e-04
Epoch 1688/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9304e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9709e-04
Epoch 1689/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4532e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1869e-04
Epoch 1690/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8762e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5385e-04
Epoch 1691/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4200e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4893e-04
Epoch 1692/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6909e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7090e-04
Epoch 1693/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.7538e-04
Epoch 1694/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 2ms/step - loss: 7.3470e-04
Epoch 1695/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5182e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5216e-04
Epoch 1696/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1684e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9172e-04
Epoch 1697/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 3ms/step - loss: 8.7378e-04
Epoch 1698/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9786e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8255e-04
Epoch 1699/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7659e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0531e-04
Epoch 1700/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9265e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3311e-04
Epoch 1701/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 2ms/step - loss: 5.5046e-04
Epoch 1702/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1434e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1801e-04
Epoch 1703/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8136e-04
Epoch 1704/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1804e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1940e-04
Epoch 1705/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9273e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2152e-04
Epoch 1706/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2784e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3301e-04
Epoch 1707/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3489e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.0429e-04
Epoch 1708/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4228e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5985e-04
Epoch 1709/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5511e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5185e-04
Epoch 1710/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2079e-04
Epoch 1711/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0621e-04
Epoch 1712/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0233e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.0911e-04
Epoch 1713/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1383e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.6417e-04
Epoch 1714/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2403e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2539e-04
Epoch 1715/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4002e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1952e-04
Epoch 1716/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2992e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4470e-04
Epoch 1717/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 2ms/step - loss: 6.6598e-04
Epoch 1718/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3371e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6753e-04
Epoch 1719/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1096e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2870e-04
Epoch 1720/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.4021e-04
Epoch 1721/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3615e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1448e-04
Epoch 1722/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8360e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.5159e-04
Epoch 1723/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2405e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3855e-04
Epoch 1724/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3462e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5102e-04
Epoch 1725/2000
7/7 [==============================] - 0s 3ms/step - loss: 5.2740e-04
Epoch 1726/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5743e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0272e-04
Epoch 1727/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9654e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3745e-04
Epoch 1728/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 3ms/step - loss: 7.1475e-04
Epoch 1729/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7396e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.7941e-04
Epoch 1730/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6911e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.1788e-04
Epoch 1731/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.4811e-04
7/7 [==============================] - 0s 4ms/step - loss: 6.7773e-04
Epoch 1732/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6173e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.6947e-04
Epoch 1733/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.4344e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.8487e-04
Epoch 1734/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8141e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.3464e-04
Epoch 1735/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5713e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.3322e-04
Epoch 1736/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6733e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.9342e-04
Epoch 1737/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5097e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.5057e-04
Epoch 1738/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5740e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6605e-04
Epoch 1739/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 5.5947e-04
Epoch 1740/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0080e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0755e-04
Epoch 1741/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9849e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3990e-04
Epoch 1742/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4022e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5780e-04
Epoch 1743/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3567e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.5761e-04
Epoch 1744/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2280e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.8509e-04
Epoch 1745/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 4ms/step - loss: 5.8012e-04
Epoch 1746/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3243e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.0806e-04
Epoch 1747/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7465e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9615e-04
Epoch 1748/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4224e-04
7/7 [==============================] - 0s 5ms/step - loss: 4.1624e-04
Epoch 1749/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3682e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4953e-04
Epoch 1750/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6612e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4467e-04
Epoch 1751/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7744e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7801e-04
Epoch 1752/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2047e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7486e-04
Epoch 1753/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4150e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.2712e-04
Epoch 1754/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1215e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.3599e-04
Epoch 1755/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.9868e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.9867e-04
Epoch 1756/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 4ms/step - loss: 6.9499e-04
Epoch 1757/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5026e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6360e-04
Epoch 1758/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0021
7/7 [==============================] - 0s 3ms/step - loss: 8.2037e-04
Epoch 1759/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0303e-04
7/7 [==============================] - 0s 6ms/step - loss: 4.2891e-04
Epoch 1760/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2609e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.7348e-04
Epoch 1761/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3632e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.5514e-04
Epoch 1762/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3854e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.6906e-04
Epoch 1763/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5782e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.1688e-04
Epoch 1764/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5612e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9795e-04
Epoch 1765/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2448e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2961e-04
Epoch 1766/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5673e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.4724e-04
Epoch 1767/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 3ms/step - loss: 8.6499e-04
Epoch 1768/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2884e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3259e-04
Epoch 1769/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9285e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9970e-04
Epoch 1770/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4961e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.5930e-04
Epoch 1771/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4309e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2787e-04
Epoch 1772/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8870e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0639e-04
Epoch 1773/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.9499e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5620e-04
Epoch 1774/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6291e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3575e-04
Epoch 1775/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0333e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2096e-04
Epoch 1776/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8785e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4856e-04
Epoch 1777/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7624e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0075e-04
Epoch 1778/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2012e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2414e-04
Epoch 1779/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.1580e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.6065e-04
Epoch 1780/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9422e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3981e-04
Epoch 1781/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7303e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1776e-04
Epoch 1782/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1702e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8938e-04
Epoch 1783/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6247e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4032e-04
Epoch 1784/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6934e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9692e-04
Epoch 1785/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4957e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5735e-04
Epoch 1786/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3221e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3658e-04
Epoch 1787/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1185e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8245e-04
Epoch 1788/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4514e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.8434e-04
Epoch 1789/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9407e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.7882e-04
Epoch 1790/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8119e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0637e-04
Epoch 1791/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0432e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7424e-04
Epoch 1792/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 8.9444e-04
Epoch 1793/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4410e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8528e-04
Epoch 1794/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0335e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3987e-04
Epoch 1795/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0896e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5880e-04
Epoch 1796/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.8443e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.6888e-04
Epoch 1797/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.4307e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3856e-04
Epoch 1798/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4173e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8872e-04
Epoch 1799/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2857e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.4925e-04
Epoch 1800/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3485e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3223e-04
Epoch 1801/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0678e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1002e-04
Epoch 1802/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8218e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4098e-04
Epoch 1803/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5081e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5349e-04
Epoch 1804/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9872e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3218e-04
Epoch 1805/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4908e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6006e-04
Epoch 1806/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9673e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7821e-04
Epoch 1807/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6017e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0404e-04
Epoch 1808/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.3492e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.9222e-04
Epoch 1809/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6493e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1564e-04
Epoch 1810/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6894e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5161e-04
Epoch 1811/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3976e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8451e-04
Epoch 1812/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6782e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1333e-04
Epoch 1813/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.6919e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.1420e-04
Epoch 1814/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 7.0033e-04
Epoch 1815/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5075e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.3404e-04
Epoch 1816/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5652e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3395e-04
Epoch 1817/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5601e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8037e-04
Epoch 1818/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.6266e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0326e-04
Epoch 1819/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.9061e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.5119e-04
Epoch 1820/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8889e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.3263e-04
Epoch 1821/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4605e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1728e-04
Epoch 1822/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7061e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3938e-04
Epoch 1823/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 7.2462e-04
Epoch 1824/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0674e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5474e-04
Epoch 1825/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.0077e-04
7/7 [==============================] - 0s 4ms/step - loss: 8.5095e-04
Epoch 1826/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1962e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0689e-04
Epoch 1827/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3670e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5970e-04
Epoch 1828/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0013
7/7 [==============================] - 0s 3ms/step - loss: 7.1622e-04
Epoch 1829/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3580e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7209e-04
Epoch 1830/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3307e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2874e-04
Epoch 1831/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3954e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.8692e-04
Epoch 1832/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8200e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0881e-04
Epoch 1833/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3968e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6684e-04
Epoch 1834/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0925e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0200e-04
Epoch 1835/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5077e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8757e-04
Epoch 1836/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0015
7/7 [==============================] - 0s 3ms/step - loss: 6.7420e-04
Epoch 1837/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.9110e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.8270e-04
Epoch 1838/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0194e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0688e-04
Epoch 1839/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0209e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.5751e-04
Epoch 1840/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2718e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.9822e-04
Epoch 1841/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8269e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6773e-04
Epoch 1842/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5842e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.9718e-04
Epoch 1843/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2437e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2792e-04
Epoch 1844/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6328e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.4287e-04
Epoch 1845/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0074e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4432e-04
Epoch 1846/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.8469e-04
Epoch 1847/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0478e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2239e-04
Epoch 1848/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3823e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4612e-04
Epoch 1849/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0338e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6587e-04
Epoch 1850/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.2029e-04
7/7 [==============================] - 0s 3ms/step - loss: 7.2672e-04
Epoch 1851/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8756e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4067e-04
Epoch 1852/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9224e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.3130e-04
Epoch 1853/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7562e-04
7/7 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 1854/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2049e-04
7/7 [==============================] - 0s 4ms/step - loss: 6.3834e-04
Epoch 1855/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3900e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1163e-04
Epoch 1856/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3427e-04
Epoch 1857/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2838e-04
Epoch 1858/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8271e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0456e-04
Epoch 1859/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0338e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6798e-04
Epoch 1860/2000
7/7 [==============================] - 0s 3ms/step - loss: 5.5860e-04
Epoch 1861/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3885e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.4244e-04
Epoch 1862/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7821e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0376e-04
Epoch 1863/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1202e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7753e-04
Epoch 1864/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.3370e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5623e-04
Epoch 1865/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4692e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9164e-04
Epoch 1866/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5277e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4848e-04
Epoch 1867/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8975e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5490e-04
Epoch 1868/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5278e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0889e-04
Epoch 1869/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7753e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6513e-04
Epoch 1870/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1081e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4689e-04
Epoch 1871/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6549e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4195e-04
Epoch 1872/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3965e-04
Epoch 1873/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7382e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5571e-04
Epoch 1874/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8989e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.6223e-04
Epoch 1875/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 3ms/step - loss: 7.2542e-04
Epoch 1876/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3646e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6034e-04
Epoch 1877/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.8427e-04
Epoch 1878/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.1811e-04
Epoch 1879/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.2407e-04
Epoch 1880/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 7.2284e-04
Epoch 1881/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9220e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0353e-04
Epoch 1882/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.5091e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1699e-04
Epoch 1883/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5388e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5170e-04
Epoch 1884/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0018
7/7 [==============================] - 0s 2ms/step - loss: 9.0351e-04
Epoch 1885/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.8131e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6674e-04
Epoch 1886/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1552e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6640e-04
Epoch 1887/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.0701e-04
Epoch 1888/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9700e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5883e-04
Epoch 1889/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0286e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1860e-04
Epoch 1890/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4645e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2424e-04
Epoch 1891/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1316e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.1826e-04
Epoch 1892/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7558e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3482e-04
Epoch 1893/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2313e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5262e-04
Epoch 1894/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2637e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4686e-04
Epoch 1895/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2715e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8251e-04
Epoch 1896/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3774e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0973e-04
Epoch 1897/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4434e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2350e-04
Epoch 1898/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9707e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4857e-04
Epoch 1899/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4123e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.5650e-04
Epoch 1900/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5470e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6819e-04
Epoch 1901/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6318e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3957e-04
Epoch 1902/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0643e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8514e-04
Epoch 1903/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1761e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8107e-04
Epoch 1904/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8871e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1402e-04
Epoch 1905/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.8191e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1110e-04
Epoch 1906/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.3718e-04
Epoch 1907/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.7938e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.8548e-04
Epoch 1908/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.9573e-04
Epoch 1909/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9039e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.2626e-04
Epoch 1910/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2615e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.1357e-04
Epoch 1911/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5413e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5316e-04
Epoch 1912/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.1843e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6957e-04
Epoch 1913/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9539e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.1076e-04
Epoch 1914/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7166e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4975e-04
Epoch 1915/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0012
7/7 [==============================] - 0s 2ms/step - loss: 6.7078e-04
Epoch 1916/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.2977e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5521e-04
Epoch 1917/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8948e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4365e-04
Epoch 1918/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1719e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5013e-04
Epoch 1919/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0433e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9752e-04
Epoch 1920/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8257e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7663e-04
Epoch 1921/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5511e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4829e-04
Epoch 1922/2000
7/7 [==============================] - 0s 2ms/step - loss: 5.0691e-04
Epoch 1923/2000
7/7 [==============================] - 0s 2ms/step - loss: 4.6258e-04
Epoch 1924/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.2578e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2535e-04
Epoch 1925/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0848e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3738e-04
Epoch 1926/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0372e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9176e-04
Epoch 1927/2000
1/7 [===>..........................] - ETA: 0s - loss: 9.0753e-04
7/7 [==============================] - 0s 2ms/step - loss: 7.0949e-04
Epoch 1928/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.2682e-04
7/7 [==============================] - 0s 2ms/step - loss: 6.6722e-04
Epoch 1929/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4041e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.2993e-04
Epoch 1930/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1909e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4382e-04
Epoch 1931/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0014
7/7 [==============================] - 0s 3ms/step - loss: 7.4316e-04
Epoch 1932/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.4775e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.5860e-04
Epoch 1933/2000
7/7 [==============================] - 0s 3ms/step - loss: 6.1474e-04
Epoch 1934/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9250e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.2071e-04
Epoch 1935/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5663e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.4177e-04
Epoch 1936/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1390e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8575e-04
Epoch 1937/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.1778e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.7959e-04
Epoch 1938/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5154e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1095e-04
Epoch 1939/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9523e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9363e-04
Epoch 1940/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5240e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7691e-04
Epoch 1941/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.7349e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.7786e-04
Epoch 1942/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0981e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1685e-04
Epoch 1943/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6978e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.6773e-04
Epoch 1944/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.3025e-04
7/7 [==============================] - 0s 2ms/step - loss: 8.6531e-04
Epoch 1945/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8281e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6833e-04
Epoch 1946/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0010
7/7 [==============================] - 0s 3ms/step - loss: 7.2246e-04
Epoch 1947/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.0466e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7654e-04
Epoch 1948/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.6545e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2222e-04
Epoch 1949/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2883e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.5673e-04
Epoch 1950/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2960e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.9085e-04
Epoch 1951/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9678e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0867e-04
Epoch 1952/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.3064e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2542e-04
Epoch 1953/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.7369e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2712e-04
Epoch 1954/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.4071e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1865e-04
Epoch 1955/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9037e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2670e-04
Epoch 1956/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.6623e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.8022e-04
Epoch 1957/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.1978e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.0328e-04
Epoch 1958/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.7009e-04
7/7 [==============================] - 0s 2ms/step - loss: 5.6355e-04
Epoch 1959/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.5170e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.6274e-04
Epoch 1960/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.2730e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0921e-04
Epoch 1961/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.8466e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.4919e-04
Epoch 1962/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.1351e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4935e-04
Epoch 1963/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9636e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2467e-04
Epoch 1964/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.9243e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1334e-04
Epoch 1965/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.0551e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.8053e-04
Epoch 1966/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4096e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1393e-04
Epoch 1967/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7782e-04
7/7 [==============================] - 0s 2ms/step - loss: 4.3745e-04
Epoch 1968/2000
1/7 [===>..........................] - ETA: 0s - loss: 0.0011
7/7 [==============================] - 0s 3ms/step - loss: 5.9790e-04
Epoch 1969/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6373e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.7763e-04
Epoch 1970/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.7350e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2585e-04
Epoch 1971/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.7645e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1441e-04
Epoch 1972/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1444e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9010e-04
Epoch 1973/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.8543e-04
7/7 [==============================] - 0s 4ms/step - loss: 5.1976e-04
Epoch 1974/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3991e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.7987e-04
Epoch 1975/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.2679e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.9103e-04
Epoch 1976/2000
1/7 [===>..........................] - ETA: 0s - loss: 8.4236e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.0626e-04
Epoch 1977/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3174e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1015e-04
Epoch 1978/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.5797e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0895e-04
Epoch 1979/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.5249e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.9552e-04
Epoch 1980/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.9557e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.2983e-04
Epoch 1981/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.9525e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7438e-04
Epoch 1982/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.5261e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2831e-04
Epoch 1983/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.5928e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2359e-04
Epoch 1984/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.3627e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2748e-04
Epoch 1985/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.8434e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.8293e-04
Epoch 1986/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2390e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1170e-04
Epoch 1987/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.0499e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1036e-04
Epoch 1988/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.0773e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.5262e-04
Epoch 1989/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.3582e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.3730e-04
Epoch 1990/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0530e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4837e-04
Epoch 1991/2000
1/7 [===>..........................] - ETA: 0s - loss: 6.0336e-04
7/7 [==============================] - 0s 3ms/step - loss: 5.0737e-04
Epoch 1992/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.6952e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4986e-04
Epoch 1993/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.4138e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.7717e-04
Epoch 1994/2000
1/7 [===>..........................] - ETA: 0s - loss: 2.6376e-04
7/7 [==============================] - 0s 4ms/step - loss: 4.1352e-04
Epoch 1995/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.4377e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.2849e-04
Epoch 1996/2000
1/7 [===>..........................] - ETA: 0s - loss: 5.1933e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.0839e-04
Epoch 1997/2000
1/7 [===>..........................] - ETA: 0s - loss: 7.7217e-04
7/7 [==============================] - 0s 3ms/step - loss: 6.6354e-04
Epoch 1998/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.2297e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4628e-04
Epoch 1999/2000
1/7 [===>..........................] - ETA: 0s - loss: 4.1722e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.4154e-04
Epoch 2000/2000
1/7 [===>..........................] - ETA: 0s - loss: 3.9968e-04
7/7 [==============================] - 0s 3ms/step - loss: 4.1625e-04
训练结束

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