In [370]:
import tensorflow as tf
import numpy as np
import matplotlib
import matplotlib.pyplot as plt
import random
import pandas as pd

In [371]:
random.seed(123)
# Display plots inline 
%matplotlib inline
# Define plot's default figure size
matplotlib.rcParams['figure.figsize'] = (10.0, 8.0)

In [372]:
#read the datasets
train = pd.read_csv("intro_to_ann.csv")
print (train.head())
Xd, Yd = np.array(train.ix[:,0:2]), np.array(train.ix[:,2])
Xbar=Xd.transpose()
Ybar=Yd.transpose()
print(Xbar.shape, Ybar.shape)
#print(X,Y)
plt.scatter(Xd[:,0], Xd[:,1], s=40, c=Yd, cmap=plt.cm.BuGn)


   Feature1  Feature2  Target
0  2.067788  0.258133       1
1  0.993994 -0.609145       1
2 -0.690315  0.749921       0
3  1.023582  0.529003       0
4  0.700747 -0.496724       1

[5 rows x 3 columns]
(2, 500) (500,)
Out[372]:
<matplotlib.collections.PathCollection at 0x7f1118aab438>
/usr/lib/python3/dist-packages/matplotlib/collections.py:549: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison
  if self._edgecolors == 'face':

In [378]:
onehot = (np.arange(2) == Yd[:, None]).astype(np.float32)
#print(Yd[:, None])
#print(np.arange(2)==Y_data[:,None])
#print(onehot)
#print(onehot.shape)
n_hidden = 4.0 # 1st layer num features
n_input = 2.0 
x1=tf.placeholder("float",[None,2])
#x2=tf.placeholder("float",[None,1])
Y=tf.placeholder("float",[None,2])
b1=tf.Variable(tf.zeros([4]))
b2=tf.Variable(tf.zeros([2]))
#W1=tf.Variable(rng.randn(([n_input,n_hidden]))
W1=tf.Variable(tf.zeros([n_input,n_hidden]))
W2=tf.Variable(tf.zeros([n_hidden,2]))
#teta_=tf.placeholder(tf.float32,[None,4])
teta=tf.nn.sigmoid(tf.matmul(x1,W1)+b1)
#output_Teta=tf.placeholder(tf.float32,[None,1])
OutputTeta=tf.nn.sigmoid(tf.matmul(teta,W2)+b2)

In [379]:
cost=tf.reduce_mean(-tf.reduce_sum(Y*tf.log(OutputTeta),reduction_indices=[1]))
optimizer = tf.train.GradientDescentOptimizer(0.1).minimize(cost)

In [380]:
init = tf.initialize_all_variables()
#errors=[]
with tf.Session() as sess:
    sess.run(init)
    good=tf.equal(tf.argmax(OutputTeta,1),tf.argmax(Y,1))
    accuracy=tf.reduce_mean(tf.cast(good,tf.float32))
    for i in range(1000):
        sess.run(optimizer,feed_dict={x1:Xd,Y:Y1})
        Eval=sess.run(accuracy,feed_dict={x1:Xd,Y:Y1})
        errors.append(1-Eval)
        print(sess.run(W1),"\n",sess.run(W2))
        print("Error:",errors[-1])


[[ 0.  0.  0.  0.]
 [ 0.  0.  0.  0.]] 
 [[ 0.01249999  0.01249999]
 [ 0.01249999  0.01249999]
 [ 0.01249999  0.01249999]
 [ 0.01249999  0.01249999]]
Error: 0.5
[[  7.46728547e-05   7.46728547e-05   7.46728547e-05   7.46728547e-05]
 [  3.76246935e-05   3.76246935e-05   3.76246935e-05   3.76246935e-05]] 
 [[ 0.02468756  0.02468756]
 [ 0.02468756  0.02468756]
 [ 0.02468756  0.02468756]
 [ 0.02468756  0.02468756]]
Error: 0.5
[[ 0.00021847  0.00021847  0.00021847  0.00021847]
 [ 0.00011008  0.00011008  0.00011008  0.00011008]] 
 [[ 0.03657189  0.03657215]
 [ 0.03657189  0.03657215]
 [ 0.03657189  0.03657215]
 [ 0.03657189  0.03657215]]
Error: 0.5
[[ 0.00042618  0.00042618  0.00042618  0.00042618]
 [ 0.00021474  0.00021474  0.00021474  0.00021474]] 
 [[ 0.0481621   0.04816308]
 [ 0.0481621   0.04816308]
 [ 0.0481621   0.04816308]
 [ 0.0481621   0.04816308]]
Error: 0.5
[[ 0.00069293  0.00069293  0.00069293  0.00069293]
 [ 0.00034914  0.00034914  0.00034914  0.00034914]] 
 [[ 0.05946719  0.0594695 ]
 [ 0.05946719  0.0594695 ]
 [ 0.05946719  0.0594695 ]
 [ 0.05946719  0.0594695 ]]
Error: 0.5
[[ 0.00101414  0.00101414  0.00101414  0.00101414]
 [ 0.00051098  0.00051098  0.00051098  0.00051098]] 
 [[ 0.07049602  0.0705004 ]
 [ 0.07049602  0.0705004 ]
 [ 0.07049602  0.0705004 ]
 [ 0.07049602  0.0705004 ]]
Error: 0.5
[[ 0.00138553  0.00138553  0.00138553  0.00138553]
 [ 0.00069811  0.00069811  0.00069811  0.00069811]] 
 [[ 0.08125725  0.08126456]
 [ 0.08125725  0.08126456]
 [ 0.08125725  0.08126456]
 [ 0.08125725  0.08126456]]
Error: 0.5
[[ 0.00180312  0.00180312  0.00180312  0.00180312]
 [ 0.00090852  0.00090852  0.00090852  0.00090852]] 
 [[ 0.09175943  0.09177053]
 [ 0.09175943  0.09177053]
 [ 0.09175943  0.09177053]
 [ 0.09175943  0.09177053]]
Error: 0.5
[[ 0.00226318  0.00226318  0.00226318  0.00226318]
 [ 0.00114033  0.00114033  0.00114033  0.00114033]] 
 [[ 0.10201085  0.10202668]
 [ 0.10201085  0.10202668]
 [ 0.10201085  0.10202668]
 [ 0.10201085  0.10202668]]
Error: 0.5
[[ 0.00276224  0.00276224  0.00276224  0.00276224]
 [ 0.00139181  0.00139181  0.00139181  0.00139181]] 
 [[ 0.11201961  0.11204112]
 [ 0.11201961  0.11204112]
 [ 0.11201961  0.11204112]
 [ 0.11201961  0.11204112]]
Error: 0.5
[[ 0.00329706  0.00329706  0.00329706  0.00329706]
 [ 0.00166131  0.00166131  0.00166131  0.00166131]] 
 [[ 0.12179362  0.12182176]
 [ 0.12179362  0.12182176]
 [ 0.12179362  0.12182176]
 [ 0.12179362  0.12182176]]
Error: 0.5
[[ 0.00386464  0.00386464  0.00386464  0.00386464]
 [ 0.00194734  0.00194734  0.00194734  0.00194734]] 
 [[ 0.13134053  0.13137624]
 [ 0.13134053  0.13137624]
 [ 0.13134053  0.13137624]
 [ 0.13134053  0.13137624]]
Error: 0.5
[[ 0.00446215  0.00446215  0.00446215  0.00446215]
 [ 0.00224848  0.00224848  0.00224848  0.00224848]] 
 [[ 0.1406678   0.14071198]
 [ 0.1406678   0.14071198]
 [ 0.1406678   0.14071198]
 [ 0.1406678   0.14071198]]
Error: 0.5
[[ 0.00508701  0.00508701  0.00508701  0.00508701]
 [ 0.00256343  0.00256343  0.00256343  0.00256343]] 
 [[ 0.14978261  0.14983617]
 [ 0.14978261  0.14983617]
 [ 0.14978261  0.14983617]
 [ 0.14978261  0.14983617]]
Error: 0.5
[[ 0.00573679  0.00573679  0.00573679  0.00573679]
 [ 0.00289099  0.00289099  0.00289099  0.00289099]] 
 [[ 0.15869197  0.15875573]
 [ 0.15869197  0.15875573]
 [ 0.15869197  0.15875573]
 [ 0.15869197  0.15875573]]
Error: 0.5
[[ 0.00640923  0.00640923  0.00640923  0.00640923]
 [ 0.00323002  0.00323002  0.00323002  0.00323002]] 
 [[ 0.16740263  0.1674774 ]
 [ 0.16740263  0.1674774 ]
 [ 0.16740263  0.1674774 ]
 [ 0.16740263  0.1674774 ]]
Error: 0.5
[[ 0.00710225  0.00710225  0.00710225  0.00710225]
 [ 0.00357948  0.00357948  0.00357948  0.00357948]] 
 [[ 0.1759211   0.17600764]
 [ 0.1759211   0.17600764]
 [ 0.1759211   0.17600764]
 [ 0.1759211   0.17600764]]
Error: 0.5
[[ 0.00781391  0.00781391  0.00781391  0.00781391]
 [ 0.0039384   0.0039384   0.0039384   0.0039384 ]] 
 [[ 0.18425369  0.18435271]
 [ 0.18425369  0.18435271]
 [ 0.18425369  0.18435271]
 [ 0.18425369  0.18435271]]
Error: 0.5
[[ 0.00854241  0.00854241  0.00854241  0.00854241]
 [ 0.0043059   0.0043059   0.0043059   0.0043059 ]] 
 [[ 0.19240649  0.19251862]
 [ 0.19240649  0.19251862]
 [ 0.19240649  0.19251862]
 [ 0.19240649  0.19251862]]
Error: 0.5
[[ 0.00928608  0.00928608  0.00928608  0.00928608]
 [ 0.00468113  0.00468113  0.00468113  0.00468113]] 
 [[ 0.20038536  0.2005112 ]
 [ 0.20038536  0.2005112 ]
 [ 0.20038536  0.2005112 ]
 [ 0.20038536  0.2005112 ]]
Error: 0.5
[[ 0.01004337  0.01004337  0.01004337  0.01004337]
 [ 0.00506333  0.00506333  0.00506333  0.00506333]] 
 [[ 0.20819595  0.20833606]
 [ 0.20819595  0.20833606]
 [ 0.20819595  0.20833606]
 [ 0.20819595  0.20833606]]
Error: 0.5
[[ 0.01081285  0.01081285  0.01081285  0.01081285]
 [ 0.00545179  0.00545179  0.00545179  0.00545179]] 
 [[ 0.21584371  0.21599856]
 [ 0.21584371  0.21599856]
 [ 0.21584371  0.21599856]
 [ 0.21584371  0.21599856]]
Error: 0.5
[[ 0.01159318  0.01159318  0.01159318  0.01159318]
 [ 0.00584584  0.00584584  0.00584584  0.00584584]] 
 [[ 0.22333387  0.22350392]
 [ 0.22333387  0.22350392]
 [ 0.22333387  0.22350392]
 [ 0.22333387  0.22350392]]
Error: 0.5
[[ 0.01238313  0.01238313  0.01238313  0.01238313]
 [ 0.00624488  0.00624488  0.00624488  0.00624488]] 
 [[ 0.2306715   0.23085713]
 [ 0.2306715   0.23085713]
 [ 0.2306715   0.23085713]
 [ 0.2306715   0.23085713]]
Error: 0.5
[[ 0.01318156  0.01318156  0.01318156  0.01318156]
 [ 0.00664835  0.00664835  0.00664835  0.00664835]] 
 [[ 0.23786144  0.23806302]
 [ 0.23786144  0.23806302]
 [ 0.23786144  0.23806302]
 [ 0.23786144  0.23806302]]
Error: 0.5
[[ 0.01398741  0.01398741  0.01398741  0.01398741]
 [ 0.0070557   0.0070557   0.0070557   0.0070557 ]] 
 [[ 0.24490839  0.24512622]
 [ 0.24490839  0.24512622]
 [ 0.24490839  0.24512622]
 [ 0.24490839  0.24512622]]
Error: 0.5
[[ 0.0147997   0.0147997   0.0147997   0.0147997 ]
 [ 0.00746648  0.00746648  0.00746648  0.00746648]] 
 [[ 0.25181684  0.25205117]
 [ 0.25181684  0.25205117]
 [ 0.25181684  0.25205117]
 [ 0.25181684  0.25205117]]
Error: 0.5
[[ 0.01561752  0.01561752  0.01561752  0.01561752]
 [ 0.00788022  0.00788022  0.00788022  0.00788022]] 
 [[ 0.25859115  0.25884217]
 [ 0.25859115  0.25884217]
 [ 0.25859115  0.25884217]
 [ 0.25859115  0.25884217]]
Error: 0.5
[[ 0.01644003  0.01644003  0.01644003  0.01644003]
 [ 0.00829651  0.00829651  0.00829651  0.00829651]] 
 [[ 0.26523545  0.26550335]
 [ 0.26523545  0.26550335]
 [ 0.26523545  0.26550335]
 [ 0.26523545  0.26550335]]
Error: 0.5
[[ 0.01726647  0.01726647  0.01726647  0.01726647]
 [ 0.00871497  0.00871497  0.00871497  0.00871497]] 
 [[ 0.27175379  0.2720387 ]
 [ 0.27175379  0.2720387 ]
 [ 0.27175379  0.2720387 ]
 [ 0.27175379  0.2720387 ]]
Error: 0.5
[[ 0.0180961   0.0180961   0.0180961   0.0180961 ]
 [ 0.00913524  0.00913524  0.00913524  0.00913524]] 
 [[ 0.27814999  0.27845201]
 [ 0.27814999  0.27845201]
 [ 0.27814999  0.27845201]
 [ 0.27814999  0.27845201]]
Error: 0.5
[[ 0.01892826  0.01892826  0.01892826  0.01892826]
 [ 0.00955701  0.00955701  0.00955701  0.00955701]] 
 [[ 0.28442776  0.28474697]
 [ 0.28442776  0.28474697]
 [ 0.28442776  0.28474697]
 [ 0.28442776  0.28474697]]
Error: 0.5
[[ 0.01976235  0.01976235  0.01976235  0.01976235]
 [ 0.00997996  0.00997996  0.00997996  0.00997996]] 
 [[ 0.2905907   0.29092714]
 [ 0.2905907   0.29092714]
 [ 0.2905907   0.29092714]
 [ 0.2905907   0.29092714]]
Error: 0.5
[[ 0.02059778  0.02059778  0.02059778  0.02059778]
 [ 0.01040381  0.01040381  0.01040381  0.01040381]] 
 [[ 0.29664224  0.29699591]
 [ 0.29664224  0.29699591]
 [ 0.29664224  0.29699591]
 [ 0.29664224  0.29699591]]
Error: 0.5
[[ 0.02143404  0.02143404  0.02143404  0.02143404]
 [ 0.01082832  0.01082832  0.01082832  0.01082832]] 
 [[ 0.30258569  0.30295655]
 [ 0.30258569  0.30295655]
 [ 0.30258569  0.30295655]
 [ 0.30258569  0.30295655]]
Error: 0.5
[[ 0.02227064  0.02227064  0.02227064  0.02227064]
 [ 0.01125323  0.01125323  0.01125323  0.01125323]] 
 [[ 0.30842423  0.30881226]
 [ 0.30842423  0.30881226]
 [ 0.30842423  0.30881226]
 [ 0.30842423  0.30881226]]
Error: 0.5
[[ 0.02310714  0.02310714  0.02310714  0.02310714]
 [ 0.01167834  0.01167834  0.01167834  0.01167834]] 
 [[ 0.31416091  0.31456605]
 [ 0.31416091  0.31456605]
 [ 0.31416091  0.31456605]
 [ 0.31416091  0.31456605]]
Error: 0.5
[[ 0.02394312  0.02394312  0.02394312  0.02394312]
 [ 0.01210344  0.01210344  0.01210344  0.01210344]] 
 [[ 0.31979871  0.32022083]
 [ 0.31979871  0.32022083]
 [ 0.31979871  0.32022083]
 [ 0.31979871  0.32022083]]
Error: 0.5
[[ 0.02477821  0.02477821  0.02477821  0.02477821]
 [ 0.01252834  0.01252834  0.01252834  0.01252834]] 
 [[ 0.32534045  0.32577944]
 [ 0.32534045  0.32577944]
 [ 0.32534045  0.32577944]
 [ 0.32534045  0.32577944]]
Error: 0.5
[[ 0.02561205  0.02561205  0.02561205  0.02561205]
 [ 0.01295286  0.01295286  0.01295286  0.01295286]] 
 [[ 0.33078885  0.33124459]
 [ 0.33078885  0.33124459]
 [ 0.33078885  0.33124459]
 [ 0.33078885  0.33124459]]
Error: 0.5
[[ 0.02644432  0.02644432  0.02644432  0.02644432]
 [ 0.01337686  0.01337686  0.01337686  0.01337686]] 
 [[ 0.33614656  0.3366189 ]
 [ 0.33614656  0.3366189 ]
 [ 0.33614656  0.3366189 ]
 [ 0.33614656  0.3366189 ]]
Error: 0.5
[[ 0.02727472  0.02727472  0.02727472  0.02727472]
 [ 0.01380019  0.01380019  0.01380019  0.01380019]] 
 [[ 0.34141612  0.34190488]
 [ 0.34141612  0.34190488]
 [ 0.34141612  0.34190488]
 [ 0.34141612  0.34190488]]
Error: 0.5
[[ 0.02810298  0.02810298  0.02810298  0.02810298]
 [ 0.0142227   0.0142227   0.0142227   0.0142227 ]] 
 [[ 0.34659997  0.34710497]
 [ 0.34659997  0.34710497]
 [ 0.34659997  0.34710497]
 [ 0.34659997  0.34710497]]
Error: 0.5
[[ 0.02892886  0.02892886  0.02892886  0.02892886]
 [ 0.01464428  0.01464428  0.01464428  0.01464428]] 
 [[ 0.35170045  0.35222152]
 [ 0.35170045  0.35222152]
 [ 0.35170045  0.35222152]
 [ 0.35170045  0.35222152]]
Error: 0.5
[[ 0.02975211  0.02975211  0.02975211  0.02975211]
 [ 0.01506481  0.01506481  0.01506481  0.01506481]] 
 [[ 0.35671988  0.35725677]
 [ 0.35671988  0.35725677]
 [ 0.35671988  0.35725677]
 [ 0.35671988  0.35725677]]
Error: 0.5
[[ 0.03057254  0.03057254  0.03057254  0.03057254]
 [ 0.01548419  0.01548419  0.01548419  0.01548419]] 
 [[ 0.36166039  0.3622129 ]
 [ 0.36166039  0.3622129 ]
 [ 0.36166039  0.3622129 ]
 [ 0.36166039  0.3622129 ]]
Error: 0.5
[[ 0.03138994  0.03138994  0.03138994  0.03138994]
 [ 0.01590233  0.01590233  0.01590233  0.01590233]] 
 [[ 0.36652413  0.36709201]
 [ 0.36652413  0.36709201]
 [ 0.36652413  0.36709201]
 [ 0.36652413  0.36709201]]
Error: 0.5
[[ 0.03220415  0.03220415  0.03220415  0.03220415]
 [ 0.01631913  0.01631913  0.01631913  0.01631913]] 
 [[ 0.37131312  0.37189615]
 [ 0.37131312  0.37189615]
 [ 0.37131312  0.37189615]
 [ 0.37131312  0.37189615]]
Error: 0.5
[[ 0.033015    0.033015    0.033015    0.033015  ]
 [ 0.01673452  0.01673452  0.01673452  0.01673452]] 
 [[ 0.37602934  0.37662727]
 [ 0.37602934  0.37662727]
 [ 0.37602934  0.37662727]
 [ 0.37602934  0.37662727]]
Error: 0.5
[[ 0.03382235  0.03382235  0.03382235  0.03382235]
 [ 0.01714842  0.01714842  0.01714842  0.01714842]] 
 [[ 0.38067466  0.38128725]
 [ 0.38067466  0.38128725]
 [ 0.38067466  0.38128725]
 [ 0.38067466  0.38128725]]
Error: 0.5
[[ 0.03462606  0.03462606  0.03462606  0.03462606]
 [ 0.01756077  0.01756077  0.01756077  0.01756077]] 
 [[ 0.38525093  0.38587791]
 [ 0.38525093  0.38587791]
 [ 0.38525093  0.38587791]
 [ 0.38525093  0.38587791]]
Error: 0.5
[[ 0.03542601  0.03542601  0.03542601  0.03542601]
 [ 0.0179715   0.0179715   0.0179715   0.0179715 ]] 
 [[ 0.38975993  0.39040104]
 [ 0.38975993  0.39040104]
 [ 0.38975993  0.39040104]
 [ 0.38975993  0.39040104]]
Error: 0.5
[[ 0.03622209  0.03622209  0.03622209  0.03622209]
 [ 0.01838057  0.01838057  0.01838057  0.01838057]] 
 [[ 0.39420334  0.3948583 ]
 [ 0.39420334  0.3948583 ]
 [ 0.39420334  0.3948583 ]
 [ 0.39420334  0.3948583 ]]
Error: 0.5
[[ 0.03701421  0.03701421  0.03701421  0.03701421]
 [ 0.01878792  0.01878792  0.01878792  0.01878792]] 
 [[ 0.39858282  0.39925137]
 [ 0.39858282  0.39925137]
 [ 0.39858282  0.39925137]
 [ 0.39858282  0.39925137]]
Error: 0.495999991894
[[ 0.03780228  0.03780228  0.03780228  0.03780228]
 [ 0.0191935   0.0191935   0.0191935   0.0191935 ]] 
 [[ 0.40289995  0.40358183]
 [ 0.40289995  0.40358183]
 [ 0.40289995  0.40358183]
 [ 0.40289995  0.40358183]]
Error: 0.361999988556
[[ 0.03858621  0.03858621  0.03858621  0.03858621]
 [ 0.01959728  0.01959728  0.01959728  0.01959728]] 
 [[ 0.40715629  0.40785119]
 [ 0.40715629  0.40785119]
 [ 0.40715629  0.40785119]
 [ 0.40715629  0.40785119]]
Error: 0.367999970913
[[ 0.03936594  0.03936594  0.03936594  0.03936594]
 [ 0.01999922  0.01999922  0.01999922  0.01999922]] 
 [[ 0.41135332  0.41206095]
 [ 0.41135332  0.41206095]
 [ 0.41135332  0.41206095]
 [ 0.41135332  0.41206095]]
Error: 0.494000017643
[[ 0.0401414   0.0401414   0.0401414   0.0401414 ]
 [ 0.02039928  0.02039928  0.02039928  0.02039928]] 
 [[ 0.41549248  0.41621256]
 [ 0.41549248  0.41621256]
 [ 0.41549248  0.41621256]
 [ 0.41549248  0.41621256]]
Error: 0.5
[[ 0.04091255  0.04091255  0.04091255  0.04091255]
 [ 0.02079744  0.02079744  0.02079744  0.02079744]] 
 [[ 0.41957515  0.4203074 ]
 [ 0.41957515  0.4203074 ]
 [ 0.41957515  0.4203074 ]
 [ 0.41957515  0.4203074 ]]
Error: 0.5
[[ 0.04167933  0.04167933  0.04167933  0.04167933]
 [ 0.02119368  0.02119368  0.02119368  0.02119368]] 
 [[ 0.4236027  0.4243468]
 [ 0.4236027  0.4243468]
 [ 0.4236027  0.4243468]
 [ 0.4236027  0.4243468]]
Error: 0.5
[[ 0.04244169  0.04244169  0.04244169  0.04244169]
 [ 0.02158796  0.02158796  0.02158796  0.02158796]] 
 [[ 0.42757639  0.42833209]
 [ 0.42757639  0.42833209]
 [ 0.42757639  0.42833209]
 [ 0.42757639  0.42833209]]
Error: 0.5
[[ 0.04319961  0.04319961  0.04319961  0.04319961]
 [ 0.02198027  0.02198027  0.02198027  0.02198027]] 
 [[ 0.43149751  0.43226454]
 [ 0.43149751  0.43226454]
 [ 0.43149751  0.43226454]
 [ 0.43149751  0.43226454]]
Error: 0.5
[[ 0.04395306  0.04395306  0.04395306  0.04395306]
 [ 0.0223706   0.0223706   0.0223706   0.0223706 ]] 
 [[ 0.43536729  0.43614534]
 [ 0.43536729  0.43614534]
 [ 0.43536729  0.43614534]
 [ 0.43536729  0.43614534]]
Error: 0.5
[[ 0.044702    0.044702    0.044702    0.044702  ]
 [ 0.02275892  0.02275892  0.02275892  0.02275892]] 
 [[ 0.4391869   0.43997568]
 [ 0.4391869   0.43997568]
 [ 0.4391869   0.43997568]
 [ 0.4391869   0.43997568]]
Error: 0.5
[[ 0.04544642  0.04544642  0.04544642  0.04544642]
 [ 0.02314522  0.02314522  0.02314522  0.02314522]] 
 [[ 0.44295746  0.4437567 ]
 [ 0.44295746  0.4437567 ]
 [ 0.44295746  0.4437567 ]
 [ 0.44295746  0.4437567 ]]
Error: 0.5
[[ 0.04618631  0.04618631  0.04618631  0.04618631]
 [ 0.02352951  0.02352951  0.02352951  0.02352951]] 
 [[ 0.44668013  0.4474895 ]
 [ 0.44668013  0.4474895 ]
 [ 0.44668013  0.4474895 ]
 [ 0.44668013  0.4474895 ]]
Error: 0.5
[[ 0.04692164  0.04692164  0.04692164  0.04692164]
 [ 0.02391176  0.02391176  0.02391176  0.02391176]] 
 [[ 0.45035595  0.45117518]
 [ 0.45035595  0.45117518]
 [ 0.45035595  0.45117518]
 [ 0.45035595  0.45117518]]
Error: 0.5
[[ 0.04765241  0.04765241  0.04765241  0.04765241]
 [ 0.02429196  0.02429196  0.02429196  0.02429196]] 
 [[ 0.45398596  0.45481476]
 [ 0.45398596  0.45481476]
 [ 0.45398596  0.45481476]
 [ 0.45398596  0.45481476]]
Error: 0.5
[[ 0.04837862  0.04837862  0.04837862  0.04837862]
 [ 0.02467013  0.02467013  0.02467013  0.02467013]] 
 [[ 0.45757118  0.45840928]
 [ 0.45757118  0.45840928]
 [ 0.45757118  0.45840928]
 [ 0.45757118  0.45840928]]
Error: 0.5
[[ 0.04910027  0.04910027  0.04910027  0.04910027]
 [ 0.02504624  0.02504624  0.02504624  0.02504624]] 
 [[ 0.46111256  0.46195969]
 [ 0.46111256  0.46195969]
 [ 0.46111256  0.46195969]
 [ 0.46111256  0.46195969]]
Error: 0.5
[[ 0.04981736  0.04981736  0.04981736  0.04981736]
 [ 0.02542031  0.02542031  0.02542031  0.02542031]] 
 [[ 0.46461108  0.46546695]
 [ 0.46461108  0.46546695]
 [ 0.46461108  0.46546695]
 [ 0.46461108  0.46546695]]
Error: 0.5
[[ 0.05052989  0.05052989  0.05052989  0.05052989]
 [ 0.02579233  0.02579233  0.02579233  0.02579233]] 
 [[ 0.46806765  0.46893197]
 [ 0.46806765  0.46893197]
 [ 0.46806765  0.46893197]
 [ 0.46806765  0.46893197]]
Error: 0.5
[[ 0.05123786  0.05123786  0.05123786  0.05123786]
 [ 0.0261623   0.0261623   0.0261623   0.0261623 ]] 
 [[ 0.47148317  0.47235569]
 [ 0.47148317  0.47235569]
 [ 0.47148317  0.47235569]
 [ 0.47148317  0.47235569]]
Error: 0.5
[[ 0.0519413   0.0519413   0.0519413   0.0519413 ]
 [ 0.02653022  0.02653022  0.02653022  0.02653022]] 
 [[ 0.47485849  0.47573894]
 [ 0.47485849  0.47573894]
 [ 0.47485849  0.47573894]
 [ 0.47485849  0.47573894]]
Error: 0.5
[[ 0.0526402  0.0526402  0.0526402  0.0526402]
 [ 0.0268961  0.0268961  0.0268961  0.0268961]] 
 [[ 0.47819448  0.47908258]
 [ 0.47819448  0.47908258]
 [ 0.47819448  0.47908258]
 [ 0.47819448  0.47908258]]
Error: 0.5
[[ 0.05333459  0.05333459  0.05333459  0.05333459]
 [ 0.02725994  0.02725994  0.02725994  0.02725994]] 
 [[ 0.48149192  0.48238742]
 [ 0.48149192  0.48238742]
 [ 0.48149192  0.48238742]
 [ 0.48149192  0.48238742]]
Error: 0.5
[[ 0.05402448  0.05402448  0.05402448  0.05402448]
 [ 0.02762175  0.02762175  0.02762175  0.02762175]] 
 [[ 0.48475164  0.48565426]
 [ 0.48475164  0.48565426]
 [ 0.48475164  0.48565426]
 [ 0.48475164  0.48565426]]
Error: 0.5
[[ 0.05470988  0.05470988  0.05470988  0.05470988]
 [ 0.02798152  0.02798152  0.02798152  0.02798152]] 
 [[ 0.48797441  0.48888388]
 [ 0.48797441  0.48888388]
 [ 0.48797441  0.48888388]
 [ 0.48797441  0.48888388]]
Error: 0.5
[[ 0.05539082  0.05539082  0.05539082  0.05539082]
 [ 0.02833927  0.02833927  0.02833927  0.02833927]] 
 [[ 0.49116093  0.49207702]
 [ 0.49116093  0.49207702]
 [ 0.49116093  0.49207702]
 [ 0.49116093  0.49207702]]
Error: 0.5
[[ 0.05606731  0.05606731  0.05606731  0.05606731]
 [ 0.02869501  0.02869501  0.02869501  0.02869501]] 
 [[ 0.49431199  0.49523443]
 [ 0.49431199  0.49523443]
 [ 0.49431199  0.49523443]
 [ 0.49431199  0.49523443]]
Error: 0.5
[[ 0.05673938  0.05673938  0.05673938  0.05673938]
 [ 0.02904874  0.02904874  0.02904874  0.02904874]] 
 [[ 0.49742827  0.49835679]
 [ 0.49742827  0.49835679]
 [ 0.49742827  0.49835679]
 [ 0.49742827  0.49835679]]
Error: 0.5
[[ 0.05740705  0.05740705  0.05740705  0.05740705]
 [ 0.02940048  0.02940048  0.02940048  0.02940048]] 
 [[ 0.50051045  0.50144482]
 [ 0.50051045  0.50144482]
 [ 0.50051045  0.50144482]
 [ 0.50051045  0.50144482]]
Error: 0.5
[[ 0.05807034  0.05807034  0.05807034  0.05807034]
 [ 0.02975022  0.02975022  0.02975022  0.02975022]] 
 [[ 0.50355923  0.5044992 ]
 [ 0.50355923  0.5044992 ]
 [ 0.50355923  0.5044992 ]
 [ 0.50355923  0.5044992 ]]
Error: 0.5
[[ 0.05872928  0.05872928  0.05872928  0.05872928]
 [ 0.03009799  0.03009799  0.03009799  0.03009799]] 
 [[ 0.50657523  0.50752056]
 [ 0.50657523  0.50752056]
 [ 0.50657523  0.50752056]
 [ 0.50657523  0.50752056]]
Error: 0.5
[[ 0.05938389  0.05938389  0.05938389  0.05938389]
 [ 0.03044378  0.03044378  0.03044378  0.03044378]] 
 [[ 0.50955909  0.51050955]
 [ 0.50955909  0.51050955]
 [ 0.50955909  0.51050955]
 [ 0.50955909  0.51050955]]
Error: 0.5
[[ 0.0600342   0.0600342   0.0600342   0.0600342 ]
 [ 0.03078762  0.03078762  0.03078762  0.03078762]] 
 [[ 0.51251143  0.51346678]
 [ 0.51251143  0.51346678]
 [ 0.51251143  0.51346678]
 [ 0.51251143  0.51346678]]
Error: 0.5
[[ 0.06068024  0.06068024  0.06068024  0.06068024]
 [ 0.03112951  0.03112951  0.03112951  0.03112951]] 
 [[ 0.51543283  0.51639283]
 [ 0.51543283  0.51639283]
 [ 0.51543283  0.51639283]
 [ 0.51543283  0.51639283]]
Error: 0.5
[[ 0.06132204  0.06132204  0.06132204  0.06132204]
 [ 0.03146946  0.03146946  0.03146946  0.03146946]] 
 [[ 0.5183239  0.5192883]
 [ 0.5183239  0.5192883]
 [ 0.5183239  0.5192883]
 [ 0.5183239  0.5192883]]
Error: 0.5
[[ 0.06195962  0.06195962  0.06195962  0.06195962]
 [ 0.03180749  0.03180749  0.03180749  0.03180749]] 
 [[ 0.52118516  0.52215379]
 [ 0.52118516  0.52215379]
 [ 0.52118516  0.52215379]
 [ 0.52118516  0.52215379]]
Error: 0.5
[[ 0.06259301  0.06259301  0.06259301  0.06259301]
 [ 0.0321436   0.0321436   0.0321436   0.0321436 ]] 
 [[ 0.52401721  0.52498984]
 [ 0.52401721  0.52498984]
 [ 0.52401721  0.52498984]
 [ 0.52401721  0.52498984]]
Error: 0.5
[[ 0.06322225  0.06322225  0.06322225  0.06322225]
 [ 0.03247782  0.03247782  0.03247782  0.03247782]] 
 [[ 0.5268206   0.52779698]
 [ 0.5268206   0.52779698]
 [ 0.5268206   0.52779698]
 [ 0.5268206   0.52779698]]
Error: 0.5
[[ 0.06384736  0.06384736  0.06384736  0.06384736]
 [ 0.03281014  0.03281014  0.03281014  0.03281014]] 
 [[ 0.52959579  0.53057575]
 [ 0.52959579  0.53057575]
 [ 0.52959579  0.53057575]
 [ 0.52959579  0.53057575]]
Error: 0.5
[[ 0.06446838  0.06446838  0.06446838  0.06446838]
 [ 0.03314059  0.03314059  0.03314059  0.03314059]] 
 [[ 0.53234339  0.53332663]
 [ 0.53234339  0.53332663]
 [ 0.53234339  0.53332663]
 [ 0.53234339  0.53332663]]
Error: 0.5
[[ 0.06508532  0.06508532  0.06508532  0.06508532]
 [ 0.03346918  0.03346918  0.03346918  0.03346918]] 
 [[ 0.5350638   0.53605014]
 [ 0.5350638   0.53605014]
 [ 0.5350638   0.53605014]
 [ 0.5350638   0.53605014]]
Error: 0.5
[[ 0.06569824  0.06569824  0.06569824  0.06569824]
 [ 0.03379591  0.03379591  0.03379591  0.03379591]] 
 [[ 0.53775758  0.53874683]
 [ 0.53775758  0.53874683]
 [ 0.53775758  0.53874683]
 [ 0.53775758  0.53874683]]
Error: 0.5
[[ 0.06630715  0.06630715  0.06630715  0.06630715]
 [ 0.03412081  0.03412081  0.03412081  0.03412081]] 
 [[ 0.54042512  0.54141712]
 [ 0.54042512  0.54141712]
 [ 0.54042512  0.54141712]
 [ 0.54042512  0.54141712]]
Error: 0.5
[[ 0.06691209  0.06691209  0.06691209  0.06691209]
 [ 0.03444388  0.03444388  0.03444388  0.03444388]] 
 [[ 0.54306698  0.54406148]
 [ 0.54306698  0.54406148]
 [ 0.54306698  0.54406148]
 [ 0.54306698  0.54406148]]
Error: 0.5
[[ 0.06751309  0.06751309  0.06751309  0.06751309]
 [ 0.03476514  0.03476514  0.03476514  0.03476514]] 
 [[ 0.54568356  0.54668033]
 [ 0.54568356  0.54668033]
 [ 0.54568356  0.54668033]
 [ 0.54568356  0.54668033]]
Error: 0.5
[[ 0.06811018  0.06811018  0.06811018  0.06811018]
 [ 0.03508461  0.03508461  0.03508461  0.03508461]] 
 [[ 0.54827529  0.54927415]
 [ 0.54827529  0.54927415]
 [ 0.54827529  0.54927415]
 [ 0.54827529  0.54927415]]
Error: 0.5
[[ 0.0687034   0.0687034   0.0687034   0.0687034 ]
 [ 0.03540229  0.03540229  0.03540229  0.03540229]] 
 [[ 0.55084258  0.55184335]
 [ 0.55084258  0.55184335]
 [ 0.55084258  0.55184335]
 [ 0.55084258  0.55184335]]
Error: 0.5
[[ 0.06929277  0.06929277  0.06929277  0.06929277]
 [ 0.0357182   0.0357182   0.0357182   0.0357182 ]] 
 [[ 0.55338591  0.5543884 ]
 [ 0.55338591  0.5543884 ]
 [ 0.55338591  0.5543884 ]
 [ 0.55338591  0.5543884 ]]
Error: 0.5
[[ 0.06987833  0.06987833  0.06987833  0.06987833]
 [ 0.03603235  0.03603235  0.03603235  0.03603235]] 
 [[ 0.55590564  0.55690968]
 [ 0.55590564  0.55690968]
 [ 0.55590564  0.55690968]
 [ 0.55590564  0.55690968]]
Error: 0.5
[[ 0.07046011  0.07046011  0.07046011  0.07046011]
 [ 0.03634476  0.03634476  0.03634476  0.03634476]] 
 [[ 0.55840218  0.55940759]
 [ 0.55840218  0.55940759]
 [ 0.55840218  0.55940759]
 [ 0.55840218  0.55940759]]
Error: 0.5
[[ 0.07103814  0.07103814  0.07103814  0.07103814]
 [ 0.03665543  0.03665543  0.03665543  0.03665543]] 
 [[ 0.56087595  0.5618825 ]
 [ 0.56087595  0.5618825 ]
 [ 0.56087595  0.5618825 ]
 [ 0.56087595  0.5618825 ]]
Error: 0.5
[[ 0.07161246  0.07161246  0.07161246  0.07161246]
 [ 0.03696439  0.03696439  0.03696439  0.03696439]] 
 [[ 0.56332725  0.56433481]
 [ 0.56332725  0.56433481]
 [ 0.56332725  0.56433481]
 [ 0.56332725  0.56433481]]
Error: 0.5
[[ 0.07218309  0.07218309  0.07218309  0.07218309]
 [ 0.03727165  0.03727165  0.03727165  0.03727165]] 
 [[ 0.56575656  0.56676489]
 [ 0.56575656  0.56676489]
 [ 0.56575656  0.56676489]
 [ 0.56575656  0.56676489]]
Error: 0.5
[[ 0.07275008  0.07275008  0.07275008  0.07275008]
 [ 0.03757722  0.03757722  0.03757722  0.03757722]] 
 [[ 0.56816417  0.56917316]
 [ 0.56816417  0.56917316]
 [ 0.56816417  0.56917316]
 [ 0.56816417  0.56917316]]
Error: 0.5
[[ 0.07331344  0.07331344  0.07331344  0.07331344]
 [ 0.03788112  0.03788112  0.03788112  0.03788112]] 
 [[ 0.57055044  0.57155991]
 [ 0.57055044  0.57155991]
 [ 0.57055044  0.57155991]
 [ 0.57055044  0.57155991]]
Error: 0.5
[[ 0.07387321  0.07387321  0.07387321  0.07387321]
 [ 0.03818335  0.03818335  0.03818335  0.03818335]] 
 [[ 0.57291573  0.5739255 ]
 [ 0.57291573  0.5739255 ]
 [ 0.57291573  0.5739255 ]
 [ 0.57291573  0.5739255 ]]
Error: 0.5
[[ 0.07442943  0.07442943  0.07442943  0.07442943]
 [ 0.03848393  0.03848393  0.03848393  0.03848393]] 
 [[ 0.57526034  0.57627028]
 [ 0.57526034  0.57627028]
 [ 0.57526034  0.57627028]
 [ 0.57526034  0.57627028]]
Error: 0.5
[[ 0.07498212  0.07498212  0.07498212  0.07498212]
 [ 0.03878288  0.03878288  0.03878288  0.03878288]] 
 [[ 0.57758462  0.57859457]
 [ 0.57758462  0.57859457]
 [ 0.57758462  0.57859457]
 [ 0.57758462  0.57859457]]
Error: 0.5
[[ 0.07553132  0.07553132  0.07553132  0.07553132]
 [ 0.03908021  0.03908021  0.03908021  0.03908021]] 
 [[ 0.57988894  0.5808987 ]
 [ 0.57988894  0.5808987 ]
 [ 0.57988894  0.5808987 ]
 [ 0.57988894  0.5808987 ]]
Error: 0.5
[[ 0.07607705  0.07607705  0.07607705  0.07607705]
 [ 0.03937592  0.03937592  0.03937592  0.03937592]] 
 [[ 0.58217353  0.58318299]
 [ 0.58217353  0.58318299]
 [ 0.58217353  0.58318299]
 [ 0.58217353  0.58318299]]
Error: 0.5
[[ 0.07661936  0.07661936  0.07661936  0.07661936]
 [ 0.03967005  0.03967005  0.03967005  0.03967005]] 
 [[ 0.58443874  0.58544773]
 [ 0.58443874  0.58544773]
 [ 0.58443874  0.58544773]
 [ 0.58443874  0.58544773]]
Error: 0.5
[[ 0.07715826  0.07715826  0.07715826  0.07715826]
 [ 0.03996259  0.03996259  0.03996259  0.03996259]] 
 [[ 0.58668488  0.58769321]
 [ 0.58668488  0.58769321]
 [ 0.58668488  0.58769321]
 [ 0.58668488  0.58769321]]
Error: 0.5
[[ 0.07769379  0.07769379  0.07769379  0.07769379]
 [ 0.04025356  0.04025356  0.04025356  0.04025356]] 
 [[ 0.58891225  0.58991981]
 [ 0.58891225  0.58991981]
 [ 0.58891225  0.58991981]
 [ 0.58891225  0.58991981]]
Error: 0.5
[[ 0.07822599  0.07822599  0.07822599  0.07822599]
 [ 0.04054297  0.04054297  0.04054297  0.04054297]] 
 [[ 0.59112114  0.59212774]
 [ 0.59112114  0.59212774]
 [ 0.59112114  0.59212774]
 [ 0.59112114  0.59212774]]
Error: 0.5
[[ 0.07875487  0.07875487  0.07875487  0.07875487]
 [ 0.04083084  0.04083084  0.04083084  0.04083084]] 
 [[ 0.59331179  0.59431732]
 [ 0.59331179  0.59431732]
 [ 0.59331179  0.59431732]
 [ 0.59331179  0.59431732]]
Error: 0.5
[[ 0.07928047  0.07928047  0.07928047  0.07928047]
 [ 0.04111719  0.04111719  0.04111719  0.04111719]] 
 [[ 0.5954845   0.59648883]
 [ 0.5954845   0.59648883]
 [ 0.5954845   0.59648883]
 [ 0.5954845   0.59648883]]
Error: 0.5
[[ 0.07980283  0.07980283  0.07980283  0.07980283]
 [ 0.04140201  0.04140201  0.04140201  0.04140201]] 
 [[ 0.59763956  0.59864253]
 [ 0.59763956  0.59864253]
 [ 0.59763956  0.59864253]
 [ 0.59763956  0.59864253]]
Error: 0.5
[[ 0.08032196  0.08032196  0.08032196  0.08032196]
 [ 0.04168534  0.04168534  0.04168534  0.04168534]] 
 [[ 0.59977722  0.6007787 ]
 [ 0.59977722  0.6007787 ]
 [ 0.59977722  0.6007787 ]
 [ 0.59977722  0.6007787 ]]
Error: 0.5
[[ 0.08083791  0.08083791  0.08083791  0.08083791]
 [ 0.04196716  0.04196716  0.04196716  0.04196716]] 
 [[ 0.60189772  0.60289758]
 [ 0.60189772  0.60289758]
 [ 0.60189772  0.60289758]
 [ 0.60189772  0.60289758]]
Error: 0.5
[[ 0.08135068  0.08135068  0.08135068  0.08135068]
 [ 0.04224752  0.04224752  0.04224752  0.04224752]] 
 [[ 0.60400134  0.60499942]
 [ 0.60400134  0.60499942]
 [ 0.60400134  0.60499942]
 [ 0.60400134  0.60499942]]
Error: 0.5
[[ 0.08186033  0.08186033  0.08186033  0.08186033]
 [ 0.0425264   0.0425264   0.0425264   0.0425264 ]] 
 [[ 0.60608828  0.60708451]
 [ 0.60608828  0.60708451]
 [ 0.60608828  0.60708451]
 [ 0.60608828  0.60708451]]
Error: 0.5
[[ 0.08236688  0.08236688  0.08236688  0.08236688]
 [ 0.04280384  0.04280384  0.04280384  0.04280384]] 
 [[ 0.60815883  0.60915303]
 [ 0.60815883  0.60915303]
 [ 0.60815883  0.60915303]
 [ 0.60815883  0.60915303]]
Error: 0.5
[[ 0.08287034  0.08287034  0.08287034  0.08287034]
 [ 0.04307983  0.04307983  0.04307983  0.04307983]] 
 [[ 0.61021322  0.61120528]
 [ 0.61021322  0.61120528]
 [ 0.61021322  0.61120528]
 [ 0.61021322  0.61120528]]
Error: 0.5
[[ 0.08337076  0.08337076  0.08337076  0.08337076]
 [ 0.04335439  0.04335439  0.04335439  0.04335439]] 
 [[ 0.61225164  0.61324143]
 [ 0.61225164  0.61324143]
 [ 0.61225164  0.61324143]
 [ 0.61225164  0.61324143]]
Error: 0.5
[[ 0.08386816  0.08386816  0.08386816  0.08386816]
 [ 0.04362753  0.04362753  0.04362753  0.04362753]] 
 [[ 0.61427438  0.61526179]
 [ 0.61427438  0.61526179]
 [ 0.61427438  0.61526179]
 [ 0.61427438  0.61526179]]
Error: 0.5
[[ 0.08436257  0.08436257  0.08436257  0.08436257]
 [ 0.04389927  0.04389927  0.04389927  0.04389927]] 
 [[ 0.61628163  0.61726654]
 [ 0.61628163  0.61726654]
 [ 0.61628163  0.61726654]
 [ 0.61628163  0.61726654]]
Error: 0.5
[[ 0.08485401  0.08485401  0.08485401  0.08485401]
 [ 0.04416962  0.04416962  0.04416962  0.04416962]] 
 [[ 0.61827362  0.6192559 ]
 [ 0.61827362  0.6192559 ]
 [ 0.61827362  0.6192559 ]
 [ 0.61827362  0.6192559 ]]
Error: 0.5
[[ 0.08534251  0.08534251  0.08534251  0.08534251]
 [ 0.04443859  0.04443859  0.04443859  0.04443859]] 
 [[ 0.62025052  0.62123013]
 [ 0.62025052  0.62123013]
 [ 0.62025052  0.62123013]
 [ 0.62025052  0.62123013]]
Error: 0.5
[[ 0.0858281   0.0858281   0.0858281   0.0858281 ]
 [ 0.04470618  0.04470618  0.04470618  0.04470618]] 
 [[ 0.62221259  0.62318939]
 [ 0.62221259  0.62318939]
 [ 0.62221259  0.62318939]
 [ 0.62221259  0.62318939]]
Error: 0.5
[[ 0.08631081  0.08631081  0.08631081  0.08631081]
 [ 0.04497242  0.04497242  0.04497242  0.04497242]] 
 [[ 0.62416005  0.62513387]
 [ 0.62416005  0.62513387]
 [ 0.62416005  0.62513387]
 [ 0.62416005  0.62513387]]
Error: 0.5
[[ 0.08679067  0.08679067  0.08679067  0.08679067]
 [ 0.04523731  0.04523731  0.04523731  0.04523731]] 
 [[ 0.62609309  0.62706381]
 [ 0.62609309  0.62706381]
 [ 0.62609309  0.62706381]
 [ 0.62609309  0.62706381]]
Error: 0.5
[[ 0.08726769  0.08726769  0.08726769  0.08726769]
 [ 0.04550087  0.04550087  0.04550087  0.04550087]] 
 [[ 0.62801188  0.62897938]
 [ 0.62801188  0.62897938]
 [ 0.62801188  0.62897938]
 [ 0.62801188  0.62897938]]
Error: 0.5
[[ 0.0877419  0.0877419  0.0877419  0.0877419]
 [ 0.0457631  0.0457631  0.0457631  0.0457631]] 
 [[ 0.62991661  0.63088083]
 [ 0.62991661  0.63088083]
 [ 0.62991661  0.63088083]
 [ 0.62991661  0.63088083]]
Error: 0.5
[[ 0.08821334  0.08821334  0.08821334  0.08821334]
 [ 0.04602402  0.04602402  0.04602402  0.04602402]] 
 [[ 0.63180751  0.63276833]
 [ 0.63180751  0.63276833]
 [ 0.63180751  0.63276833]
 [ 0.63180751  0.63276833]]
Error: 0.5
[[ 0.08868202  0.08868202  0.08868202  0.08868202]
 [ 0.04628364  0.04628364  0.04628364  0.04628364]] 
 [[ 0.63368469  0.63464206]
 [ 0.63368469  0.63464206]
 [ 0.63368469  0.63464206]
 [ 0.63368469  0.63464206]]
Error: 0.5
[[ 0.08914797  0.08914797  0.08914797  0.08914797]
 [ 0.04654197  0.04654197  0.04654197  0.04654197]] 
 [[ 0.63554841  0.63650221]
 [ 0.63554841  0.63650221]
 [ 0.63554841  0.63650221]
 [ 0.63554841  0.63650221]]
Error: 0.5
[[ 0.08961122  0.08961122  0.08961122  0.08961122]
 [ 0.04679902  0.04679902  0.04679902  0.04679902]] 
 [[ 0.63739884  0.63834894]
 [ 0.63739884  0.63834894]
 [ 0.63739884  0.63834894]
 [ 0.63739884  0.63834894]]
Error: 0.5
[[ 0.09007178  0.09007178  0.09007178  0.09007178]
 [ 0.0470548   0.0470548   0.0470548   0.0470548 ]] 
 [[ 0.63923609  0.64018244]
 [ 0.63923609  0.64018244]
 [ 0.63923609  0.64018244]
 [ 0.63923609  0.64018244]]
Error: 0.5
[[ 0.0905297   0.0905297   0.0905297   0.0905297 ]
 [ 0.04730932  0.04730932  0.04730932  0.04730932]] 
 [[ 0.64106041  0.64200288]
 [ 0.64106041  0.64200288]
 [ 0.64106041  0.64200288]
 [ 0.64106041  0.64200288]]
Error: 0.5
[[ 0.09098497  0.09098497  0.09098497  0.09098497]
 [ 0.0475626   0.0475626   0.0475626   0.0475626 ]] 
 [[ 0.64287192  0.64381045]
 [ 0.64287192  0.64381045]
 [ 0.64287192  0.64381045]
 [ 0.64287192  0.64381045]]
Error: 0.5
[[ 0.09143764  0.09143764  0.09143764  0.09143764]
 [ 0.04781464  0.04781464  0.04781464  0.04781464]] 
 [[ 0.64467084  0.64560533]
 [ 0.64467084  0.64560533]
 [ 0.64467084  0.64560533]
 [ 0.64467084  0.64560533]]
Error: 0.5
[[ 0.09188773  0.09188773  0.09188773  0.09188773]
 [ 0.04806545  0.04806545  0.04806545  0.04806545]] 
 [[ 0.64645731  0.64738762]
 [ 0.64645731  0.64738762]
 [ 0.64645731  0.64738762]
 [ 0.64645731  0.64738762]]
Error: 0.5
[[ 0.09233525  0.09233525  0.09233525  0.09233525]
 [ 0.04831505  0.04831505  0.04831505  0.04831505]] 
 [[ 0.64823145  0.64915752]
 [ 0.64823145  0.64915752]
 [ 0.64823145  0.64915752]
 [ 0.64823145  0.64915752]]
Error: 0.5
[[ 0.09278024  0.09278024  0.09278024  0.09278024]
 [ 0.04856344  0.04856344  0.04856344  0.04856344]] 
 [[ 0.64999342  0.65091521]
 [ 0.64999342  0.65091521]
 [ 0.64999342  0.65091521]
 [ 0.64999342  0.65091521]]
Error: 0.5
[[ 0.09322271  0.09322271  0.09322271  0.09322271]
 [ 0.04881063  0.04881063  0.04881063  0.04881063]] 
 [[ 0.65174341  0.65266079]
 [ 0.65174341  0.65266079]
 [ 0.65174341  0.65266079]
 [ 0.65174341  0.65266079]]
Error: 0.5
[[ 0.09366269  0.09366269  0.09366269  0.09366269]
 [ 0.04905665  0.04905665  0.04905665  0.04905665]] 
 [[ 0.6534816   0.65439445]
 [ 0.6534816   0.65439445]
 [ 0.6534816   0.65439445]
 [ 0.6534816   0.65439445]]
Error: 0.5
[[ 0.09410021  0.09410021  0.09410021  0.09410021]
 [ 0.04930148  0.04930148  0.04930148  0.04930148]] 
 [[ 0.65520805  0.65611637]
 [ 0.65520805  0.65611637]
 [ 0.65520805  0.65611637]
 [ 0.65520805  0.65611637]]
Error: 0.5
[[ 0.09453527  0.09453527  0.09453527  0.09453527]
 [ 0.04954515  0.04954515  0.04954515  0.04954515]] 
 [[ 0.656923    0.65782666]
 [ 0.656923    0.65782666]
 [ 0.656923    0.65782666]
 [ 0.656923    0.65782666]]
Error: 0.5
[[ 0.09496791  0.09496791  0.09496791  0.09496791]
 [ 0.04978766  0.04978766  0.04978766  0.04978766]] 
 [[ 0.6586265   0.65952545]
 [ 0.6586265   0.65952545]
 [ 0.6586265   0.65952545]
 [ 0.6586265   0.65952545]]
Error: 0.5
[[ 0.09539814  0.09539814  0.09539814  0.09539814]
 [ 0.05002902  0.05002902  0.05002902  0.05002902]] 
 [[ 0.66031879  0.66121292]
 [ 0.66031879  0.66121292]
 [ 0.66031879  0.66121292]
 [ 0.66031879  0.66121292]]
Error: 0.5
[[ 0.09582599  0.09582599  0.09582599  0.09582599]
 [ 0.05026925  0.05026925  0.05026925  0.05026925]] 
 [[ 0.66199994  0.66288918]
 [ 0.66199994  0.66288918]
 [ 0.66199994  0.66288918]
 [ 0.66199994  0.66288918]]
Error: 0.5
[[ 0.09625148  0.09625148  0.09625148  0.09625148]
 [ 0.05050835  0.05050835  0.05050835  0.05050835]] 
 [[ 0.66367012  0.66455442]
 [ 0.66367012  0.66455442]
 [ 0.66367012  0.66455442]
 [ 0.66367012  0.66455442]]
Error: 0.5
[[ 0.09667463  0.09667463  0.09667463  0.09667463]
 [ 0.05074634  0.05074634  0.05074634  0.05074634]] 
 [[ 0.66532946  0.66620868]
 [ 0.66532946  0.66620868]
 [ 0.66532946  0.66620868]
 [ 0.66532946  0.66620868]]
Error: 0.5
[[ 0.09709546  0.09709546  0.09709546  0.09709546]
 [ 0.05098321  0.05098321  0.05098321  0.05098321]] 
 [[ 0.66697806  0.66785216]
 [ 0.66697806  0.66785216]
 [ 0.66697806  0.66785216]
 [ 0.66697806  0.66785216]]
Error: 0.5
[[ 0.09751399  0.09751399  0.09751399  0.09751399]
 [ 0.05121898  0.05121898  0.05121898  0.05121898]] 
 [[ 0.66861606  0.66948497]
 [ 0.66861606  0.66948497]
 [ 0.66861606  0.66948497]
 [ 0.66861606  0.66948497]]
Error: 0.5
[[ 0.09793025  0.09793025  0.09793025  0.09793025]
 [ 0.05145366  0.05145366  0.05145366  0.05145366]] 
 [[ 0.67024356  0.67110723]
 [ 0.67024356  0.67110723]
 [ 0.67024356  0.67110723]
 [ 0.67024356  0.67110723]]
Error: 0.5
[[ 0.09834424  0.09834424  0.09834424  0.09834424]
 [ 0.05168726  0.05168726  0.05168726  0.05168726]] 
 [[ 0.67186075  0.67271912]
 [ 0.67186075  0.67271912]
 [ 0.67186075  0.67271912]
 [ 0.67186075  0.67271912]]
Error: 0.5
[[ 0.09875599  0.09875599  0.09875599  0.09875599]
 [ 0.05191979  0.05191979  0.05191979  0.05191979]] 
 [[ 0.6734677  0.6743207]
 [ 0.6734677  0.6743207]
 [ 0.6734677  0.6743207]
 [ 0.6734677  0.6743207]]
Error: 0.5
[[ 0.09916553  0.09916553  0.09916553  0.09916553]
 [ 0.05215125  0.05215125  0.05215125  0.05215125]] 
 [[ 0.67506456  0.67591214]
 [ 0.67506456  0.67591214]
 [ 0.67506456  0.67591214]
 [ 0.67506456  0.67591214]]
Error: 0.5
[[ 0.09957287  0.09957287  0.09957287  0.09957287]
 [ 0.05238165  0.05238165  0.05238165  0.05238165]] 
 [[ 0.67665142  0.67749351]
 [ 0.67665142  0.67749351]
 [ 0.67665142  0.67749351]
 [ 0.67665142  0.67749351]]
Error: 0.5
[[ 0.09997802  0.09997802  0.09997802  0.09997802]
 [ 0.05261101  0.05261101  0.05261101  0.05261101]] 
 [[ 0.67822844  0.67906493]
 [ 0.67822844  0.67906493]
 [ 0.67822844  0.67906493]
 [ 0.67822844  0.67906493]]
Error: 0.5
[[ 0.10038102  0.10038102  0.10038102  0.10038102]
 [ 0.05283933  0.05283933  0.05283933  0.05283933]] 
 [[ 0.67979568  0.68062657]
 [ 0.67979568  0.68062657]
 [ 0.67979568  0.68062657]
 [ 0.67979568  0.68062657]]
Error: 0.5
[[ 0.10078187  0.10078187  0.10078187  0.10078187]
 [ 0.05306662  0.05306662  0.05306662  0.05306662]] 
 [[ 0.68135327  0.6821785 ]
 [ 0.68135327  0.6821785 ]
 [ 0.68135327  0.6821785 ]
 [ 0.68135327  0.6821785 ]]
Error: 0.5
[[ 0.10118061  0.10118061  0.10118061  0.10118061]
 [ 0.05329289  0.05329289  0.05329289  0.05329289]] 
 [[ 0.68290138  0.68372083]
 [ 0.68290138  0.68372083]
 [ 0.68290138  0.68372083]
 [ 0.68290138  0.68372083]]
Error: 0.5
[[ 0.10157723  0.10157723  0.10157723  0.10157723]
 [ 0.05351814  0.05351814  0.05351814  0.05351814]] 
 [[ 0.68444008  0.68525368]
 [ 0.68444008  0.68525368]
 [ 0.68444008  0.68525368]
 [ 0.68444008  0.68525368]]
Error: 0.5
[[ 0.10197177  0.10197177  0.10197177  0.10197177]
 [ 0.05374238  0.05374238  0.05374238  0.05374238]] 
 [[ 0.68596941  0.68677717]
 [ 0.68596941  0.68677717]
 [ 0.68596941  0.68677717]
 [ 0.68596941  0.68677717]]
Error: 0.5
[[ 0.10236423  0.10236423  0.10236423  0.10236423]
 [ 0.05396562  0.05396562  0.05396562  0.05396562]] 
 [[ 0.68748957  0.68829137]
 [ 0.68748957  0.68829137]
 [ 0.68748957  0.68829137]
 [ 0.68748957  0.68829137]]
Error: 0.5
[[ 0.10275465  0.10275465  0.10275465  0.10275465]
 [ 0.05418788  0.05418788  0.05418788  0.05418788]] 
 [[ 0.68900061  0.68979645]
 [ 0.68900061  0.68979645]
 [ 0.68900061  0.68979645]
 [ 0.68900061  0.68979645]]
Error: 0.5
[[ 0.10314304  0.10314304  0.10314304  0.10314304]
 [ 0.05440916  0.05440916  0.05440916  0.05440916]] 
 [[ 0.69050264  0.69129246]
 [ 0.69050264  0.69129246]
 [ 0.69050264  0.69129246]
 [ 0.69050264  0.69129246]]
Error: 0.5
[[ 0.1035294   0.1035294   0.1035294   0.1035294 ]
 [ 0.05462946  0.05462946  0.05462946  0.05462946]] 
 [[ 0.6919958   0.69277948]
 [ 0.6919958   0.69277948]
 [ 0.6919958   0.69277948]
 [ 0.6919958   0.69277948]]
Error: 0.5
[[ 0.10391377  0.10391377  0.10391377  0.10391377]
 [ 0.05484879  0.05484879  0.05484879  0.05484879]] 
 [[ 0.69348013  0.69425768]
 [ 0.69348013  0.69425768]
 [ 0.69348013  0.69425768]
 [ 0.69348013  0.69425768]]
Error: 0.5
[[ 0.10429616  0.10429616  0.10429616  0.10429616]
 [ 0.05506717  0.05506717  0.05506717  0.05506717]] 
 [[ 0.69495577  0.69572711]
 [ 0.69495577  0.69572711]
 [ 0.69495577  0.69572711]
 [ 0.69495577  0.69572711]]
Error: 0.5
[[ 0.10467657  0.10467657  0.10467657  0.10467657]
 [ 0.05528459  0.05528459  0.05528459  0.05528459]] 
 [[ 0.69642276  0.6971879 ]
 [ 0.69642276  0.6971879 ]
 [ 0.69642276  0.6971879 ]
 [ 0.69642276  0.6971879 ]]
Error: 0.5
[[ 0.10505504  0.10505504  0.10505504  0.10505504]
 [ 0.05550107  0.05550107  0.05550107  0.05550107]] 
 [[ 0.69788122  0.69864011]
 [ 0.69788122  0.69864011]
 [ 0.69788122  0.69864011]
 [ 0.69788122  0.69864011]]
Error: 0.5
[[ 0.10543158  0.10543158  0.10543158  0.10543158]
 [ 0.05571661  0.05571661  0.05571661  0.05571661]] 
 [[ 0.69933128  0.70008385]
 [ 0.69933128  0.70008385]
 [ 0.69933128  0.70008385]
 [ 0.69933128  0.70008385]]
Error: 0.5
[[ 0.1058062   0.1058062   0.1058062   0.1058062 ]
 [ 0.05593123  0.05593123  0.05593123  0.05593123]] 
 [[ 0.700773    0.70151919]
 [ 0.700773    0.70151919]
 [ 0.700773    0.70151919]
 [ 0.700773    0.70151919]]
Error: 0.5
[[ 0.10617892  0.10617892  0.10617892  0.10617892]
 [ 0.05614492  0.05614492  0.05614492  0.05614492]] 
 [[ 0.70220649  0.70294625]
 [ 0.70220649  0.70294625]
 [ 0.70220649  0.70294625]
 [ 0.70220649  0.70294625]]
Error: 0.5
[[ 0.10654976  0.10654976  0.10654976  0.10654976]
 [ 0.05635769  0.05635769  0.05635769  0.05635769]] 
 [[ 0.70363182  0.70436507]
 [ 0.70363182  0.70436507]
 [ 0.70363182  0.70436507]
 [ 0.70363182  0.70436507]]
Error: 0.5
[[ 0.10691873  0.10691873  0.10691873  0.10691873]
 [ 0.05656956  0.05656956  0.05656956  0.05656956]] 
 [[ 0.70504904  0.7057758 ]
 [ 0.70504904  0.7057758 ]
 [ 0.70504904  0.7057758 ]
 [ 0.70504904  0.7057758 ]]
Error: 0.5
[[ 0.10728585  0.10728585  0.10728585  0.10728585]
 [ 0.05678053  0.05678053  0.05678053  0.05678053]] 
 [[ 0.70645827  0.70717847]
 [ 0.70645827  0.70717847]
 [ 0.70645827  0.70717847]
 [ 0.70645827  0.70717847]]
Error: 0.5
[[ 0.10765113  0.10765113  0.10765113  0.10765113]
 [ 0.0569906   0.0569906   0.0569906   0.0569906 ]] 
 [[ 0.70785964  0.70857322]
 [ 0.70785964  0.70857322]
 [ 0.70785964  0.70857322]
 [ 0.70785964  0.70857322]]
Error: 0.5
[[ 0.10801459  0.10801459  0.10801459  0.10801459]
 [ 0.05719979  0.05719979  0.05719979  0.05719979]] 
 [[ 0.70925319  0.7099601 ]
 [ 0.70925319  0.7099601 ]
 [ 0.70925319  0.7099601 ]
 [ 0.70925319  0.7099601 ]]
Error: 0.5
[[ 0.10837624  0.10837624  0.10837624  0.10837624]
 [ 0.05740809  0.05740809  0.05740809  0.05740809]] 
 [[ 0.710639    0.71133924]
 [ 0.710639    0.71133924]
 [ 0.710639    0.71133924]
 [ 0.710639    0.71133924]]
Error: 0.5
[[ 0.10873611  0.10873611  0.10873611  0.10873611]
 [ 0.05761553  0.05761553  0.05761553  0.05761553]] 
 [[ 0.71201712  0.71271062]
 [ 0.71201712  0.71271062]
 [ 0.71201712  0.71271062]
 [ 0.71201712  0.71271062]]
Error: 0.5
[[ 0.10909419  0.10909419  0.10909419  0.10909419]
 [ 0.0578221   0.0578221   0.0578221   0.0578221 ]] 
 [[ 0.71338767  0.71407443]
 [ 0.71338767  0.71407443]
 [ 0.71338767  0.71407443]
 [ 0.71338767  0.71407443]]
Error: 0.5
[[ 0.10945051  0.10945051  0.10945051  0.10945051]
 [ 0.0580278   0.0580278   0.0580278   0.0580278 ]] 
 [[ 0.71475071  0.71543068]
 [ 0.71475071  0.71543068]
 [ 0.71475071  0.71543068]
 [ 0.71475071  0.71543068]]
Error: 0.5
[[ 0.10980508  0.10980508  0.10980508  0.10980508]
 [ 0.05823266  0.05823266  0.05823266  0.05823266]] 
 [[ 0.71610636  0.71677947]
 [ 0.71610636  0.71677947]
 [ 0.71610636  0.71677947]
 [ 0.71610636  0.71677947]]
Error: 0.5
[[ 0.11015793  0.11015793  0.11015793  0.11015793]
 [ 0.05843666  0.05843666  0.05843666  0.05843666]] 
 [[ 0.71745467  0.71812087]
 [ 0.71745467  0.71812087]
 [ 0.71745467  0.71812087]
 [ 0.71745467  0.71812087]]
Error: 0.5
[[ 0.11050905  0.11050905  0.11050905  0.11050905]
 [ 0.05863983  0.05863983  0.05863983  0.05863983]] 
 [[ 0.71879572  0.71945494]
 [ 0.71879572  0.71945494]
 [ 0.71879572  0.71945494]
 [ 0.71879572  0.71945494]]
Error: 0.5
[[ 0.11085847  0.11085847  0.11085847  0.11085847]
 [ 0.05884216  0.05884216  0.05884216  0.05884216]] 
 [[ 0.72012955  0.7207818 ]
 [ 0.72012955  0.7207818 ]
 [ 0.72012955  0.7207818 ]
 [ 0.72012955  0.7207818 ]]
Error: 0.5
[[ 0.1112062   0.1112062   0.1112062   0.1112062 ]
 [ 0.05904366  0.05904366  0.05904366  0.05904366]] 
 [[ 0.72145623  0.72210151]
 [ 0.72145623  0.72210151]
 [ 0.72145623  0.72210151]
 [ 0.72145623  0.72210151]]
Error: 0.5
[[ 0.11155225  0.11155225  0.11155225  0.11155225]
 [ 0.05924434  0.05924434  0.05924434  0.05924434]] 
 [[ 0.72277588  0.72341412]
 [ 0.72277588  0.72341412]
 [ 0.72277588  0.72341412]
 [ 0.72277588  0.72341412]]
Error: 0.5
[[ 0.11189663  0.11189663  0.11189663  0.11189663]
 [ 0.05944421  0.05944421  0.05944421  0.05944421]] 
 [[ 0.72408855  0.7247197 ]
 [ 0.72408855  0.7247197 ]
 [ 0.72408855  0.7247197 ]
 [ 0.72408855  0.7247197 ]]
Error: 0.5
[[ 0.11223936  0.11223936  0.11223936  0.11223936]
 [ 0.05964326  0.05964326  0.05964326  0.05964326]] 
 [[ 0.72539431  0.72601831]
 [ 0.72539431  0.72601831]
 [ 0.72539431  0.72601831]
 [ 0.72539431  0.72601831]]
Error: 0.5
[[ 0.11258046  0.11258046  0.11258046  0.11258046]
 [ 0.05984151  0.05984151  0.05984151  0.05984151]] 
 [[ 0.72669321  0.72731006]
 [ 0.72669321  0.72731006]
 [ 0.72669321  0.72731006]
 [ 0.72669321  0.72731006]]
Error: 0.5
[[ 0.11291993  0.11291993  0.11291993  0.11291993]
 [ 0.06003897  0.06003897  0.06003897  0.06003897]] 
 [[ 0.72798532  0.72859502]
 [ 0.72798532  0.72859502]
 [ 0.72798532  0.72859502]
 [ 0.72798532  0.72859502]]
Error: 0.5
[[ 0.11325779  0.11325779  0.11325779  0.11325779]
 [ 0.06023563  0.06023563  0.06023563  0.06023563]] 
 [[ 0.7292707   0.72987318]
 [ 0.7292707   0.72987318]
 [ 0.7292707   0.72987318]
 [ 0.7292707   0.72987318]]
Error: 0.5
[[ 0.11359405  0.11359405  0.11359405  0.11359405]
 [ 0.0604315   0.0604315   0.0604315   0.0604315 ]] 
 [[ 0.73054945  0.73114467]
 [ 0.73054945  0.73114467]
 [ 0.73054945  0.73114467]
 [ 0.73054945  0.73114467]]
Error: 0.5
[[ 0.11392872  0.11392872  0.11392872  0.11392872]
 [ 0.0606266   0.0606266   0.0606266   0.0606266 ]] 
 [[ 0.7318216   0.73240954]
 [ 0.7318216   0.73240954]
 [ 0.7318216   0.73240954]
 [ 0.7318216   0.73240954]]
Error: 0.5
[[ 0.11426182  0.11426182  0.11426182  0.11426182]
 [ 0.06082091  0.06082091  0.06082091  0.06082091]] 
 [[ 0.73308724  0.73366791]
 [ 0.73308724  0.73366791]
 [ 0.73308724  0.73366791]
 [ 0.73308724  0.73366791]]
Error: 0.5
[[ 0.11459336  0.11459336  0.11459336  0.11459336]
 [ 0.06101447  0.06101447  0.06101447  0.06101447]] 
 [[ 0.73434645  0.73491979]
 [ 0.73434645  0.73491979]
 [ 0.73434645  0.73491979]
 [ 0.73434645  0.73491979]]
Error: 0.5
[[ 0.11492335  0.11492335  0.11492335  0.11492335]
 [ 0.06120725  0.06120725  0.06120725  0.06120725]] 
 [[ 0.73559922  0.73616523]
 [ 0.73559922  0.73616523]
 [ 0.73559922  0.73616523]
 [ 0.73559922  0.73616523]]
Error: 0.5
[[ 0.1152518   0.1152518   0.1152518   0.1152518 ]
 [ 0.06139928  0.06139928  0.06139928  0.06139928]] 
 [[ 0.73684567  0.73740429]
 [ 0.73684567  0.73740429]
 [ 0.73684567  0.73740429]
 [ 0.73684567  0.73740429]]
Error: 0.5
[[ 0.11557873  0.11557873  0.11557873  0.11557873]
 [ 0.06159056  0.06159056  0.06159056  0.06159056]] 
 [[ 0.73808587  0.73863703]
 [ 0.73808587  0.73863703]
 [ 0.73808587  0.73863703]
 [ 0.73808587  0.73863703]]
Error: 0.5
[[ 0.11590415  0.11590415  0.11590415  0.11590415]
 [ 0.06178109  0.06178109  0.06178109  0.06178109]] 
 [[ 0.7393198   0.73986357]
 [ 0.7393198   0.73986357]
 [ 0.7393198   0.73986357]
 [ 0.7393198   0.73986357]]
Error: 0.5
[[ 0.11622807  0.11622807  0.11622807  0.11622807]
 [ 0.06197088  0.06197088  0.06197088  0.06197088]] 
 [[ 0.7405476   0.74108392]
 [ 0.7405476   0.74108392]
 [ 0.7405476   0.74108392]
 [ 0.7405476   0.74108392]]
Error: 0.5
[[ 0.11655049  0.11655049  0.11655049  0.11655049]
 [ 0.06215994  0.06215994  0.06215994  0.06215994]] 
 [[ 0.74176931  0.74229813]
 [ 0.74176931  0.74229813]
 [ 0.74176931  0.74229813]
 [ 0.74176931  0.74229813]]
Error: 0.5
[[ 0.11687144  0.11687144  0.11687144  0.11687144]
 [ 0.06234826  0.06234826  0.06234826  0.06234826]] 
 [[ 0.74298495  0.74350625]
 [ 0.74298495  0.74350625]
 [ 0.74298495  0.74350625]
 [ 0.74298495  0.74350625]]
Error: 0.5
[[ 0.11719092  0.11719092  0.11719092  0.11719092]
 [ 0.06253585  0.06253585  0.06253585  0.06253585]] 
 [[ 0.74419463  0.74470842]
 [ 0.74419463  0.74470842]
 [ 0.74419463  0.74470842]
 [ 0.74419463  0.74470842]]
Error: 0.5
[[ 0.11750895  0.11750895  0.11750895  0.11750895]
 [ 0.06272273  0.06272273  0.06272273  0.06272273]] 
 [[ 0.7453984   0.74590462]
 [ 0.7453984   0.74590462]
 [ 0.7453984   0.74590462]
 [ 0.7453984   0.74590462]]
Error: 0.5
[[ 0.11782553  0.11782553  0.11782553  0.11782553]
 [ 0.06290889  0.06290889  0.06290889  0.06290889]] 
 [[ 0.74659628  0.74709493]
 [ 0.74659628  0.74709493]
 [ 0.74659628  0.74709493]
 [ 0.74659628  0.74709493]]
Error: 0.5
[[ 0.11814068  0.11814068  0.11814068  0.11814068]
 [ 0.06309434  0.06309434  0.06309434  0.06309434]] 
 [[ 0.74778831  0.74827939]
 [ 0.74778831  0.74827939]
 [ 0.74778831  0.74827939]
 [ 0.74778831  0.74827939]]
Error: 0.5
[[ 0.11845441  0.11845441  0.11845441  0.11845441]
 [ 0.06327908  0.06327908  0.06327908  0.06327908]] 
 [[ 0.74897456  0.74945801]
 [ 0.74897456  0.74945801]
 [ 0.74897456  0.74945801]
 [ 0.74897456  0.74945801]]
Error: 0.5
[[ 0.11876673  0.11876673  0.11876673  0.11876673]
 [ 0.06346313  0.06346313  0.06346313  0.06346313]] 
 [[ 0.75015515  0.75063092]
 [ 0.75015515  0.75063092]
 [ 0.75015515  0.75063092]
 [ 0.75015515  0.75063092]]
Error: 0.5
[[ 0.11907765  0.11907765  0.11907765  0.11907765]
 [ 0.06364648  0.06364648  0.06364648  0.06364648]] 
 [[ 0.75133002  0.75179815]
 [ 0.75133002  0.75179815]
 [ 0.75133002  0.75179815]
 [ 0.75133002  0.75179815]]
Error: 0.5
[[ 0.11938718  0.11938718  0.11938718  0.11938718]
 [ 0.06382914  0.06382914  0.06382914  0.06382914]] 
 [[ 0.75249928  0.75295973]
 [ 0.75249928  0.75295973]
 [ 0.75249928  0.75295973]
 [ 0.75249928  0.75295973]]
Error: 0.5
[[ 0.11969533  0.11969533  0.11969533  0.11969533]
 [ 0.06401111  0.06401111  0.06401111  0.06401111]] 
 [[ 0.753663   0.7541157]
 [ 0.753663   0.7541157]
 [ 0.753663   0.7541157]
 [ 0.753663   0.7541157]]
Error: 0.5
[[ 0.12000211  0.12000211  0.12000211  0.12000211]
 [ 0.0641924   0.0641924   0.0641924   0.0641924 ]] 
 [[ 0.75482118  0.75526619]
 [ 0.75482118  0.75526619]
 [ 0.75482118  0.75526619]
 [ 0.75482118  0.75526619]]
Error: 0.5
[[ 0.12030753  0.12030753  0.12030753  0.12030753]
 [ 0.06437302  0.06437302  0.06437302  0.06437302]] 
 [[ 0.75597394  0.75641119]
 [ 0.75597394  0.75641119]
 [ 0.75597394  0.75641119]
 [ 0.75597394  0.75641119]]
Error: 0.5
[[ 0.12061162  0.12061162  0.12061162  0.12061162]
 [ 0.06455296  0.06455296  0.06455296  0.06455296]] 
 [[ 0.75712126  0.75755072]
 [ 0.75712126  0.75755072]
 [ 0.75712126  0.75755072]
 [ 0.75712126  0.75755072]]
Error: 0.5
[[ 0.12091435  0.12091435  0.12091435  0.12091435]
 [ 0.06473224  0.06473224  0.06473224  0.06473224]] 
 [[ 0.75826323  0.75868487]
 [ 0.75826323  0.75868487]
 [ 0.75826323  0.75868487]
 [ 0.75826323  0.75868487]]
Error: 0.5
[[ 0.12121577  0.12121577  0.12121577  0.12121577]
 [ 0.06491085  0.06491085  0.06491085  0.06491085]] 
 [[ 0.75939989  0.75981367]
 [ 0.75939989  0.75981367]
 [ 0.75939989  0.75981367]
 [ 0.75939989  0.75981367]]
Error: 0.5
[[ 0.12151586  0.12151586  0.12151586  0.12151586]
 [ 0.06508881  0.06508881  0.06508881  0.06508881]] 
 [[ 0.76053125  0.76093721]
 [ 0.76053125  0.76093721]
 [ 0.76053125  0.76093721]
 [ 0.76053125  0.76093721]]
Error: 0.5
[[ 0.12181465  0.12181465  0.12181465  0.12181465]
 [ 0.06526611  0.06526611  0.06526611  0.06526611]] 
 [[ 0.76165736  0.76205552]
 [ 0.76165736  0.76205552]
 [ 0.76165736  0.76205552]
 [ 0.76165736  0.76205552]]
Error: 0.5
[[ 0.12211213  0.12211213  0.12211213  0.12211213]
 [ 0.06544276  0.06544276  0.06544276  0.06544276]] 
 [[ 0.76277828  0.76316857]
 [ 0.76277828  0.76316857]
 [ 0.76277828  0.76316857]
 [ 0.76277828  0.76316857]]
Error: 0.5
[[ 0.12240833  0.12240833  0.12240833  0.12240833]
 [ 0.06561877  0.06561877  0.06561877  0.06561877]] 
 [[ 0.76389408  0.7642765 ]
 [ 0.76389408  0.7642765 ]
 [ 0.76389408  0.7642765 ]
 [ 0.76389408  0.7642765 ]]
Error: 0.5
[[ 0.12270325  0.12270325  0.12270325  0.12270325]
 [ 0.06579414  0.06579414  0.06579414  0.06579414]] 
 [[ 0.76500481  0.76537931]
 [ 0.76500481  0.76537931]
 [ 0.76500481  0.76537931]
 [ 0.76500481  0.76537931]]
Error: 0.5
[[ 0.1229969   0.1229969   0.1229969   0.1229969 ]
 [ 0.06596887  0.06596887  0.06596887  0.06596887]] 
 [[ 0.76611048  0.76647705]
 [ 0.76611048  0.76647705]
 [ 0.76611048  0.76647705]
 [ 0.76611048  0.76647705]]
Error: 0.5
[[ 0.12328928  0.12328928  0.12328928  0.12328928]
 [ 0.06614297  0.06614297  0.06614297  0.06614297]] 
 [[ 0.76721114  0.76756978]
 [ 0.76721114  0.76756978]
 [ 0.76721114  0.76756978]
 [ 0.76721114  0.76756978]]
Error: 0.5
[[ 0.12358042  0.12358042  0.12358042  0.12358042]
 [ 0.06631644  0.06631644  0.06631644  0.06631644]] 
 [[ 0.76830685  0.76865751]
 [ 0.76830685  0.76865751]
 [ 0.76830685  0.76865751]
 [ 0.76830685  0.76865751]]
Error: 0.5
[[ 0.12387031  0.12387031  0.12387031  0.12387031]
 [ 0.06648929  0.06648929  0.06648929  0.06648929]] 
 [[ 0.76939762  0.76974034]
 [ 0.76939762  0.76974034]
 [ 0.76939762  0.76974034]
 [ 0.76939762  0.76974034]]
Error: 0.5
[[ 0.12415897  0.12415897  0.12415897  0.12415897]
 [ 0.06666153  0.06666153  0.06666153  0.06666153]] 
 [[ 0.77048349  0.77081829]
 [ 0.77048349  0.77081829]
 [ 0.77048349  0.77081829]
 [ 0.77048349  0.77081829]]
Error: 0.5
[[ 0.12444641  0.12444641  0.12444641  0.12444641]
 [ 0.06683315  0.06683315  0.06683315  0.06683315]] 
 [[ 0.77156454  0.77189136]
 [ 0.77156454  0.77189136]
 [ 0.77156454  0.77189136]
 [ 0.77156454  0.77189136]]
Error: 0.5
[[ 0.12473263  0.12473263  0.12473263  0.12473263]
 [ 0.06700415  0.06700415  0.06700415  0.06700415]] 
 [[ 0.77264082  0.77295959]
 [ 0.77264082  0.77295959]
 [ 0.77264082  0.77295959]
 [ 0.77264082  0.77295959]]
Error: 0.5
[[ 0.12501764  0.12501764  0.12501764  0.12501764]
 [ 0.06717455  0.06717455  0.06717455  0.06717455]] 
 [[ 0.77371234  0.77402306]
 [ 0.77371234  0.77402306]
 [ 0.77371234  0.77402306]
 [ 0.77371234  0.77402306]]
Error: 0.5
[[ 0.12530145  0.12530145  0.12530145  0.12530145]
 [ 0.06734435  0.06734435  0.06734435  0.06734435]] 
 [[ 0.77477914  0.77508181]
 [ 0.77477914  0.77508181]
 [ 0.77477914  0.77508181]
 [ 0.77477914  0.77508181]]
Error: 0.5
[[ 0.12558408  0.12558408  0.12558408  0.12558408]
 [ 0.06751355  0.06751355  0.06751355  0.06751355]] 
 [[ 0.77584124  0.77613586]
 [ 0.77584124  0.77613586]
 [ 0.77584124  0.77613586]
 [ 0.77584124  0.77613586]]
Error: 0.5
[[ 0.12586552  0.12586552  0.12586552  0.12586552]
 [ 0.06768215  0.06768215  0.06768215  0.06768215]] 
 [[ 0.77689868  0.77718526]
 [ 0.77689868  0.77718526]
 [ 0.77689868  0.77718526]
 [ 0.77689868  0.77718526]]
Error: 0.5
[[ 0.12614579  0.12614579  0.12614579  0.12614579]
 [ 0.06785017  0.06785017  0.06785017  0.06785017]] 
 [[ 0.77795154  0.77823007]
 [ 0.77795154  0.77823007]
 [ 0.77795154  0.77823007]
 [ 0.77795154  0.77823007]]
Error: 0.5
[[ 0.12642489  0.12642489  0.12642489  0.12642489]
 [ 0.06801759  0.06801759  0.06801759  0.06801759]] 
 [[ 0.77899987  0.77927029]
 [ 0.77899987  0.77927029]
 [ 0.77899987  0.77927029]
 [ 0.77899987  0.77927029]]
Error: 0.5
[[ 0.12670285  0.12670285  0.12670285  0.12670285]
 [ 0.06818443  0.06818443  0.06818443  0.06818443]] 
 [[ 0.78004366  0.78030598]
 [ 0.78004366  0.78030598]
 [ 0.78004366  0.78030598]
 [ 0.78004366  0.78030598]]
Error: 0.5
[[ 0.12697965  0.12697965  0.12697965  0.12697965]
 [ 0.06835069  0.06835069  0.06835069  0.06835069]] 
 [[ 0.78108293  0.78133714]
 [ 0.78108293  0.78133714]
 [ 0.78108293  0.78133714]
 [ 0.78108293  0.78133714]]
Error: 0.5
[[ 0.12725531  0.12725531  0.12725531  0.12725531]
 [ 0.06851637  0.06851637  0.06851637  0.06851637]] 
 [[ 0.78211778  0.78236383]
 [ 0.78211778  0.78236383]
 [ 0.78211778  0.78236383]
 [ 0.78211778  0.78236383]]
Error: 0.5
[[ 0.12752983  0.12752983  0.12752983  0.12752983]
 [ 0.06868149  0.06868149  0.06868149  0.06868149]] 
 [[ 0.78314817  0.78338611]
 [ 0.78314817  0.78338611]
 [ 0.78314817  0.78338611]
 [ 0.78314817  0.78338611]]
Error: 0.5
[[ 0.12780324  0.12780324  0.12780324  0.12780324]
 [ 0.06884603  0.06884603  0.06884603  0.06884603]] 
 [[ 0.7841742   0.78440398]
 [ 0.7841742   0.78440398]
 [ 0.7841742   0.78440398]
 [ 0.7841742   0.78440398]]
Error: 0.5
[[ 0.12807553  0.12807553  0.12807553  0.12807553]
 [ 0.06901001  0.06901001  0.06901001  0.06901001]] 
 [[ 0.78519589  0.7854175 ]
 [ 0.78519589  0.7854175 ]
 [ 0.78519589  0.7854175 ]
 [ 0.78519589  0.7854175 ]]
Error: 0.5
[[ 0.12834671  0.12834671  0.12834671  0.12834671]
 [ 0.06917343  0.06917343  0.06917343  0.06917343]] 
 [[ 0.78621328  0.78642672]
 [ 0.78621328  0.78642672]
 [ 0.78621328  0.78642672]
 [ 0.78621328  0.78642672]]
Error: 0.5
[[ 0.12861679  0.12861679  0.12861679  0.12861679]
 [ 0.0693363   0.0693363   0.0693363   0.0693363 ]] 
 [[ 0.78722638  0.78743166]
 [ 0.78722638  0.78743166]
 [ 0.78722638  0.78743166]
 [ 0.78722638  0.78743166]]
Error: 0.5
[[ 0.12888579  0.12888579  0.12888579  0.12888579]
 [ 0.06949861  0.06949861  0.06949861  0.06949861]] 
 [[ 0.78823525  0.78843236]
 [ 0.78823525  0.78843236]
 [ 0.78823525  0.78843236]
 [ 0.78823525  0.78843236]]
Error: 0.5
[[ 0.1291537   0.1291537   0.1291537   0.1291537 ]
 [ 0.06966037  0.06966037  0.06966037  0.06966037]] 
 [[ 0.78923988  0.78942883]
 [ 0.78923988  0.78942883]
 [ 0.78923988  0.78942883]
 [ 0.78923988  0.78942883]]
Error: 0.5
[[ 0.12942052  0.12942052  0.12942052  0.12942052]
 [ 0.06982158  0.06982158  0.06982158  0.06982158]] 
 [[ 0.79024035  0.79042113]
 [ 0.79024035  0.79042113]
 [ 0.79024035  0.79042113]
 [ 0.79024035  0.79042113]]
Error: 0.5
[[ 0.12968627  0.12968627  0.12968627  0.12968627]
 [ 0.06998225  0.06998225  0.06998225  0.06998225]] 
 [[ 0.79123664  0.79140925]
 [ 0.79123664  0.79140925]
 [ 0.79123664  0.79140925]
 [ 0.79123664  0.79140925]]
Error: 0.5
[[ 0.12995096  0.12995096  0.12995096  0.12995096]
 [ 0.07014238  0.07014238  0.07014238  0.07014238]] 
 [[ 0.79222882  0.79239327]
 [ 0.79222882  0.79239327]
 [ 0.79222882  0.79239327]
 [ 0.79222882  0.79239327]]
Error: 0.5
[[ 0.13021459  0.13021459  0.13021459  0.13021459]
 [ 0.07030197  0.07030197  0.07030197  0.07030197]] 
 [[ 0.79321694  0.79337317]
 [ 0.79321694  0.79337317]
 [ 0.79321694  0.79337317]
 [ 0.79321694  0.79337317]]
Error: 0.5
[[ 0.13047718  0.13047718  0.13047718  0.13047718]
 [ 0.07046103  0.07046103  0.07046103  0.07046103]] 
 [[ 0.79420102  0.79434901]
 [ 0.79420102  0.79434901]
 [ 0.79420102  0.79434901]
 [ 0.79420102  0.79434901]]
Error: 0.5
[[ 0.13073872  0.13073872  0.13073872  0.13073872]
 [ 0.07061957  0.07061957  0.07061957  0.07061957]] 
 [[ 0.7951811   0.79532087]
 [ 0.7951811   0.79532087]
 [ 0.7951811   0.79532087]
 [ 0.7951811   0.79532087]]
Error: 0.5
[[ 0.13099924  0.13099924  0.13099924  0.13099924]
 [ 0.07077757  0.07077757  0.07077757  0.07077757]] 
 [[ 0.79615718  0.79628873]
 [ 0.79615718  0.79628873]
 [ 0.79615718  0.79628873]
 [ 0.79615718  0.79628873]]
Error: 0.5
[[ 0.13125873  0.13125873  0.13125873  0.13125873]
 [ 0.07093506  0.07093506  0.07093506  0.07093506]] 
 [[ 0.79712933  0.7972526 ]
 [ 0.79712933  0.7972526 ]
 [ 0.79712933  0.7972526 ]
 [ 0.79712933  0.7972526 ]]
Error: 0.5
[[ 0.13151719  0.13151719  0.13151719  0.13151719]
 [ 0.07109202  0.07109202  0.07109202  0.07109202]] 
 [[ 0.79809755  0.79821253]
 [ 0.79809755  0.79821253]
 [ 0.79809755  0.79821253]
 [ 0.79809755  0.79821253]]
Error: 0.5
[[ 0.13177463  0.13177463  0.13177463  0.13177463]
 [ 0.07124846  0.07124846  0.07124846  0.07124846]] 
 [[ 0.79906183  0.79916859]
 [ 0.79906183  0.79916859]
 [ 0.79906183  0.79916859]
 [ 0.79906183  0.79916859]]
Error: 0.5
[[ 0.13203108  0.13203108  0.13203108  0.13203108]
 [ 0.0714044   0.0714044   0.0714044   0.0714044 ]] 
 [[ 0.80002224  0.80012077]
 [ 0.80002224  0.80012077]
 [ 0.80002224  0.80012077]
 [ 0.80002224  0.80012077]]
Error: 0.5
[[ 0.13228653  0.13228653  0.13228653  0.13228653]
 [ 0.07155982  0.07155982  0.07155982  0.07155982]] 
 [[ 0.80097884  0.80106908]
 [ 0.80097884  0.80106908]
 [ 0.80097884  0.80106908]
 [ 0.80097884  0.80106908]]
Error: 0.5
[[ 0.13254099  0.13254099  0.13254099  0.13254099]
 [ 0.07171473  0.07171473  0.07171473  0.07171473]] 
 [[ 0.80193162  0.80201364]
 [ 0.80193162  0.80201364]
 [ 0.80193162  0.80201364]
 [ 0.80193162  0.80201364]]
Error: 0.5
[[ 0.13279445  0.13279445  0.13279445  0.13279445]
 [ 0.07186914  0.07186914  0.07186914  0.07186914]] 
 [[ 0.80288064  0.80295438]
 [ 0.80288064  0.80295438]
 [ 0.80288064  0.80295438]
 [ 0.80288064  0.80295438]]
Error: 0.5
[[ 0.13304694  0.13304694  0.13304694  0.13304694]
 [ 0.07202305  0.07202305  0.07202305  0.07202305]] 
 [[ 0.80382591  0.80389136]
 [ 0.80382591  0.80389136]
 [ 0.80382591  0.80389136]
 [ 0.80382591  0.80389136]]
Error: 0.5
[[ 0.13329846  0.13329846  0.13329846  0.13329846]
 [ 0.07217646  0.07217646  0.07217646  0.07217646]] 
 [[ 0.80476749  0.80482465]
 [ 0.80476749  0.80482465]
 [ 0.80476749  0.80482465]
 [ 0.80476749  0.80482465]]
Error: 0.5
[[ 0.133549    0.133549    0.133549    0.133549  ]
 [ 0.07232938  0.07232938  0.07232938  0.07232938]] 
 [[ 0.80570537  0.80575418]
 [ 0.80570537  0.80575418]
 [ 0.80570537  0.80575418]
 [ 0.80570537  0.80575418]]
Error: 0.5
[[ 0.13379858  0.13379858  0.13379858  0.13379858]
 [ 0.0724818   0.0724818   0.0724818   0.0724818 ]] 
 [[ 0.80663955  0.80668008]
 [ 0.80663955  0.80668008]
 [ 0.80663955  0.80668008]
 [ 0.80663955  0.80668008]]
Error: 0.5
[[ 0.13404721  0.13404721  0.13404721  0.13404721]
 [ 0.07263374  0.07263374  0.07263374  0.07263374]] 
 [[ 0.8075701   0.80760235]
 [ 0.8075701   0.80760235]
 [ 0.8075701   0.80760235]
 [ 0.8075701   0.80760235]]
Error: 0.5
[[ 0.13429488  0.13429488  0.13429488  0.13429488]
 [ 0.07278518  0.07278518  0.07278518  0.07278518]] 
 [[ 0.80849701  0.80852097]
 [ 0.80849701  0.80852097]
 [ 0.80849701  0.80852097]
 [ 0.80849701  0.80852097]]
Error: 0.5
[[ 0.13454162  0.13454162  0.13454162  0.13454162]
 [ 0.07293615  0.07293615  0.07293615  0.07293615]] 
 [[ 0.80942035  0.80943602]
 [ 0.80942035  0.80943602]
 [ 0.80942035  0.80943602]
 [ 0.80942035  0.80943602]]
Error: 0.5
[[ 0.13478741  0.13478741  0.13478741  0.13478741]
 [ 0.07308663  0.07308663  0.07308663  0.07308663]] 
 [[ 0.81034011  0.8103475 ]
 [ 0.81034011  0.8103475 ]
 [ 0.81034011  0.8103475 ]
 [ 0.81034011  0.8103475 ]]
Error: 0.5
[[ 0.13503228  0.13503228  0.13503228  0.13503228]
 [ 0.07323664  0.07323664  0.07323664  0.07323664]] 
 [[ 0.81125635  0.81125546]
 [ 0.81125635  0.81125546]
 [ 0.81125635  0.81125546]
 [ 0.81125635  0.81125546]]
Error: 0.5
[[ 0.13527623  0.13527623  0.13527623  0.13527623]
 [ 0.07338618  0.07338618  0.07338618  0.07338618]] 
 [[ 0.81216908  0.8121599 ]
 [ 0.81216908  0.8121599 ]
 [ 0.81216908  0.8121599 ]
 [ 0.81216908  0.8121599 ]]
Error: 0.5
[[ 0.13551927  0.13551927  0.13551927  0.13551927]
 [ 0.07353524  0.07353524  0.07353524  0.07353524]] 
 [[ 0.81307834  0.81306082]
 [ 0.81307834  0.81306082]
 [ 0.81307834  0.81306082]
 [ 0.81307834  0.81306082]]
Error: 0.5
[[ 0.13576138  0.13576138  0.13576138  0.13576138]
 [ 0.07368384  0.07368384  0.07368384  0.07368384]] 
 [[ 0.81398416  0.81395829]
 [ 0.81398416  0.81395829]
 [ 0.81398416  0.81395829]
 [ 0.81398416  0.81395829]]
Error: 0.5
[[ 0.1360026   0.1360026   0.1360026   0.1360026 ]
 [ 0.07383196  0.07383196  0.07383196  0.07383196]] 
 [[ 0.81488651  0.81485236]
 [ 0.81488651  0.81485236]
 [ 0.81488651  0.81485236]
 [ 0.81488651  0.81485236]]
Error: 0.5
[[ 0.13624291  0.13624291  0.13624291  0.13624291]
 [ 0.07397962  0.07397962  0.07397962  0.07397962]] 
 [[ 0.81578547  0.81574297]
 [ 0.81578547  0.81574297]
 [ 0.81578547  0.81574297]
 [ 0.81578547  0.81574297]]
Error: 0.5
[[ 0.13648233  0.13648233  0.13648233  0.13648233]
 [ 0.07412682  0.07412682  0.07412682  0.07412682]] 
 [[ 0.81668103  0.81663024]
 [ 0.81668103  0.81663024]
 [ 0.81668103  0.81663024]
 [ 0.81668103  0.81663024]]
Error: 0.5
[[ 0.13672085  0.13672085  0.13672085  0.13672085]
 [ 0.07427357  0.07427357  0.07427357  0.07427357]] 
 [[ 0.81757325  0.81751412]
 [ 0.81757325  0.81751412]
 [ 0.81757325  0.81751412]
 [ 0.81757325  0.81751412]]
Error: 0.5
[[ 0.13695849  0.13695849  0.13695849  0.13695849]
 [ 0.07441986  0.07441986  0.07441986  0.07441986]] 
 [[ 0.81846213  0.81839466]
 [ 0.81846213  0.81839466]
 [ 0.81846213  0.81839466]
 [ 0.81846213  0.81839466]]
Error: 0.5
[[ 0.13719526  0.13719526  0.13719526  0.13719526]
 [ 0.0745657   0.0745657   0.0745657   0.0745657 ]] 
 [[ 0.81934768  0.81927192]
 [ 0.81934768  0.81927192]
 [ 0.81934768  0.81927192]
 [ 0.81934768  0.81927192]]
Error: 0.5
[[ 0.13743116  0.13743116  0.13743116  0.13743116]
 [ 0.07471109  0.07471109  0.07471109  0.07471109]] 
 [[ 0.82022995  0.82014585]
 [ 0.82022995  0.82014585]
 [ 0.82022995  0.82014585]
 [ 0.82022995  0.82014585]]
Error: 0.5
[[ 0.1376662   0.1376662   0.1376662   0.1376662 ]
 [ 0.07485604  0.07485604  0.07485604  0.07485604]] 
 [[ 0.82110894  0.82101655]
 [ 0.82110894  0.82101655]
 [ 0.82110894  0.82101655]
 [ 0.82110894  0.82101655]]
Error: 0.5
[[ 0.13790037  0.13790037  0.13790037  0.13790037]
 [ 0.07500053  0.07500053  0.07500053  0.07500053]] 
 [[ 0.82198471  0.82188398]
 [ 0.82198471  0.82188398]
 [ 0.82198471  0.82188398]
 [ 0.82198471  0.82188398]]
Error: 0.5
[[ 0.13813369  0.13813369  0.13813369  0.13813369]
 [ 0.07514459  0.07514459  0.07514459  0.07514459]] 
 [[ 0.82285726  0.82274818]
 [ 0.82285726  0.82274818]
 [ 0.82285726  0.82274818]
 [ 0.82285726  0.82274818]]
Error: 0.5
[[ 0.13836616  0.13836616  0.13836616  0.13836616]
 [ 0.07528821  0.07528821  0.07528821  0.07528821]] 
 [[ 0.82372659  0.82360917]
 [ 0.82372659  0.82360917]
 [ 0.82372659  0.82360917]
 [ 0.82372659  0.82360917]]
Error: 0.5
[[ 0.13859779  0.13859779  0.13859779  0.13859779]
 [ 0.07543138  0.07543138  0.07543138  0.07543138]] 
 [[ 0.82459277  0.824467  ]
 [ 0.82459277  0.824467  ]
 [ 0.82459277  0.824467  ]
 [ 0.82459277  0.824467  ]]
Error: 0.5
[[ 0.13882858  0.13882858  0.13882858  0.13882858]
 [ 0.07557413  0.07557413  0.07557413  0.07557413]] 
 [[ 0.82545578  0.82532167]
 [ 0.82545578  0.82532167]
 [ 0.82545578  0.82532167]
 [ 0.82545578  0.82532167]]
Error: 0.5
[[ 0.13905853  0.13905853  0.13905853  0.13905853]
 [ 0.07571644  0.07571644  0.07571644  0.07571644]] 
 [[ 0.8263157   0.82617325]
 [ 0.8263157   0.82617325]
 [ 0.8263157   0.82617325]
 [ 0.8263157   0.82617325]]
Error: 0.5
[[ 0.13928765  0.13928765  0.13928765  0.13928765]
 [ 0.07585832  0.07585832  0.07585832  0.07585832]] 
 [[ 0.82717252  0.82702172]
 [ 0.82717252  0.82702172]
 [ 0.82717252  0.82702172]
 [ 0.82717252  0.82702172]]
Error: 0.5
[[ 0.13951595  0.13951595  0.13951595  0.13951595]
 [ 0.07599978  0.07599978  0.07599978  0.07599978]] 
 [[ 0.82802624  0.82786709]
 [ 0.82802624  0.82786709]
 [ 0.82802624  0.82786709]
 [ 0.82802624  0.82786709]]
Error: 0.5
[[ 0.13974343  0.13974343  0.13974343  0.13974343]
 [ 0.07614081  0.07614081  0.07614081  0.07614081]] 
 [[ 0.82887685  0.82870936]
 [ 0.82887685  0.82870936]
 [ 0.82887685  0.82870936]
 [ 0.82887685  0.82870936]]
Error: 0.5
[[ 0.13997009  0.13997009  0.13997009  0.13997009]
 [ 0.07628142  0.07628142  0.07628142  0.07628142]] 
 [[ 0.82972443  0.8295486 ]
 [ 0.82972443  0.8295486 ]
 [ 0.82972443  0.8295486 ]
 [ 0.82972443  0.8295486 ]]
Error: 0.5
[[ 0.14019595  0.14019595  0.14019595  0.14019595]
 [ 0.07642161  0.07642161  0.07642161  0.07642161]] 
 [[ 0.83056897  0.83038479]
 [ 0.83056897  0.83038479]
 [ 0.83056897  0.83038479]
 [ 0.83056897  0.83038479]]
Error: 0.5
[[ 0.140421    0.140421    0.140421    0.140421  ]
 [ 0.07656138  0.07656138  0.07656138  0.07656138]] 
 [[ 0.83141053  0.831218  ]
 [ 0.83141053  0.831218  ]
 [ 0.83141053  0.831218  ]
 [ 0.83141053  0.831218  ]]
Error: 0.5
[[ 0.14064525  0.14064525  0.14064525  0.14064525]
 [ 0.07670074  0.07670074  0.07670074  0.07670074]] 
 [[ 0.8322491   0.83204824]
 [ 0.8322491   0.83204824]
 [ 0.8322491   0.83204824]
 [ 0.8322491   0.83204824]]
Error: 0.5
[[ 0.14086871  0.14086871  0.14086871  0.14086871]
 [ 0.07683968  0.07683968  0.07683968  0.07683968]] 
 [[ 0.8330847   0.83287549]
 [ 0.8330847   0.83287549]
 [ 0.8330847   0.83287549]
 [ 0.8330847   0.83287549]]
Error: 0.5
[[ 0.14109138  0.14109138  0.14109138  0.14109138]
 [ 0.07697821  0.07697821  0.07697821  0.07697821]] 
 [[ 0.83391738  0.83369982]
 [ 0.83391738  0.83369982]
 [ 0.83391738  0.83369982]
 [ 0.83391738  0.83369982]]
Error: 0.5
[[ 0.14131327  0.14131327  0.14131327  0.14131327]
 [ 0.07711633  0.07711633  0.07711633  0.07711633]] 
 [[ 0.83474714  0.83452123]
 [ 0.83474714  0.83452123]
 [ 0.83474714  0.83452123]
 [ 0.83474714  0.83452123]]
Error: 0.5
[[ 0.14153437  0.14153437  0.14153437  0.14153437]
 [ 0.07725405  0.07725405  0.07725405  0.07725405]] 
 [[ 0.83557397  0.83533973]
 [ 0.83557397  0.83533973]
 [ 0.83557397  0.83533973]
 [ 0.83557397  0.83533973]]
Error: 0.5
[[ 0.1417547   0.1417547   0.1417547   0.1417547 ]
 [ 0.07739136  0.07739136  0.07739136  0.07739136]] 
 [[ 0.83639789  0.83615535]
 [ 0.83639789  0.83615535]
 [ 0.83639789  0.83615535]
 [ 0.83639789  0.83615535]]
Error: 0.5
[[ 0.14197427  0.14197427  0.14197427  0.14197427]
 [ 0.07752828  0.07752828  0.07752828  0.07752828]] 
 [[ 0.83721894  0.83696806]
 [ 0.83721894  0.83696806]
 [ 0.83721894  0.83696806]
 [ 0.83721894  0.83696806]]
Error: 0.5
[[ 0.14219306  0.14219306  0.14219306  0.14219306]
 [ 0.07766479  0.07766479  0.07766479  0.07766479]] 
 [[ 0.83803719  0.83777797]
 [ 0.83803719  0.83777797]
 [ 0.83803719  0.83777797]
 [ 0.83803719  0.83777797]]
Error: 0.5
[[ 0.1424111  0.1424111  0.1424111  0.1424111]
 [ 0.0778009  0.0778009  0.0778009  0.0778009]] 
 [[ 0.83885258  0.83858502]
 [ 0.83885258  0.83858502]
 [ 0.83885258  0.83858502]
 [ 0.83885258  0.83858502]]
Error: 0.5
[[ 0.14262839  0.14262839  0.14262839  0.14262839]
 [ 0.07793662  0.07793662  0.07793662  0.07793662]] 
 [[ 0.83966517  0.83938926]
 [ 0.83966517  0.83938926]
 [ 0.83966517  0.83938926]
 [ 0.83966517  0.83938926]]
Error: 0.5
[[ 0.14284492  0.14284492  0.14284492  0.14284492]
 [ 0.07807194  0.07807194  0.07807194  0.07807194]] 
 [[ 0.84047496  0.84019071]
 [ 0.84047496  0.84019071]
 [ 0.84047496  0.84019071]
 [ 0.84047496  0.84019071]]
Error: 0.5
[[ 0.1430607   0.1430607   0.1430607   0.1430607 ]
 [ 0.07820688  0.07820688  0.07820688  0.07820688]] 
 [[ 0.84128195  0.84098941]
 [ 0.84128195  0.84098941]
 [ 0.84128195  0.84098941]
 [ 0.84128195  0.84098941]]
Error: 0.5
[[ 0.14327574  0.14327574  0.14327574  0.14327574]
 [ 0.07834143  0.07834143  0.07834143  0.07834143]] 
 [[ 0.8420862   0.84178537]
 [ 0.8420862   0.84178537]
 [ 0.8420862   0.84178537]
 [ 0.8420862   0.84178537]]
Error: 0.5
[[ 0.14349005  0.14349005  0.14349005  0.14349005]
 [ 0.07847559  0.07847559  0.07847559  0.07847559]] 
 [[ 0.8428877   0.84257859]
 [ 0.8428877   0.84257859]
 [ 0.8428877   0.84257859]
 [ 0.8428877   0.84257859]]
Error: 0.5
[[ 0.14370361  0.14370361  0.14370361  0.14370361]
 [ 0.07860937  0.07860937  0.07860937  0.07860937]] 
 [[ 0.84368652  0.84336907]
 [ 0.84368652  0.84336907]
 [ 0.84368652  0.84336907]
 [ 0.84368652  0.84336907]]
Error: 0.5
[[ 0.14391644  0.14391644  0.14391644  0.14391644]
 [ 0.07874276  0.07874276  0.07874276  0.07874276]] 
 [[ 0.8444826   0.84415686]
 [ 0.8444826   0.84415686]
 [ 0.8444826   0.84415686]
 [ 0.8444826   0.84415686]]
Error: 0.5
[[ 0.14412856  0.14412856  0.14412856  0.14412856]
 [ 0.07887578  0.07887578  0.07887578  0.07887578]] 
 [[ 0.845276    0.84494197]
 [ 0.845276    0.84494197]
 [ 0.845276    0.84494197]
 [ 0.845276    0.84494197]]
Error: 0.5
[[ 0.14433995  0.14433995  0.14433995  0.14433995]
 [ 0.07900842  0.07900842  0.07900842  0.07900842]] 
 [[ 0.84606671  0.8457244 ]
 [ 0.84606671  0.8457244 ]
 [ 0.84606671  0.8457244 ]
 [ 0.84606671  0.8457244 ]]
Error: 0.5
[[ 0.14455062  0.14455062  0.14455062  0.14455062]
 [ 0.07914068  0.07914068  0.07914068  0.07914068]] 
 [[ 0.84685481  0.84650415]
 [ 0.84685481  0.84650415]
 [ 0.84685481  0.84650415]
 [ 0.84685481  0.84650415]]
Error: 0.5
[[ 0.14476059  0.14476059  0.14476059  0.14476059]
 [ 0.07927257  0.07927257  0.07927257  0.07927257]] 
 [[ 0.84764028  0.84728128]
 [ 0.84764028  0.84728128]
 [ 0.84764028  0.84728128]
 [ 0.84764028  0.84728128]]
Error: 0.5
[[ 0.14496985  0.14496985  0.14496985  0.14496985]
 [ 0.07940409  0.07940409  0.07940409  0.07940409]] 
 [[ 0.84842312  0.84805578]
 [ 0.84842312  0.84805578]
 [ 0.84842312  0.84805578]
 [ 0.84842312  0.84805578]]
Error: 0.5
[[ 0.14517841  0.14517841  0.14517841  0.14517841]
 [ 0.07953523  0.07953523  0.07953523  0.07953523]] 
 [[ 0.84920335  0.84882772]
 [ 0.84920335  0.84882772]
 [ 0.84920335  0.84882772]
 [ 0.84920335  0.84882772]]
Error: 0.5
[[ 0.14538626  0.14538626  0.14538626  0.14538626]
 [ 0.07966601  0.07966601  0.07966601  0.07966601]] 
 [[ 0.84998101  0.8495971 ]
 [ 0.84998101  0.8495971 ]
 [ 0.84998101  0.8495971 ]
 [ 0.84998101  0.8495971 ]]
Error: 0.5
[[ 0.14559342  0.14559342  0.14559342  0.14559342]
 [ 0.07979643  0.07979643  0.07979643  0.07979643]] 
 [[ 0.85075611  0.85036385]
 [ 0.85075611  0.85036385]
 [ 0.85075611  0.85036385]
 [ 0.85075611  0.85036385]]
Error: 0.5
[[ 0.14579989  0.14579989  0.14579989  0.14579989]
 [ 0.07992648  0.07992648  0.07992648  0.07992648]] 
 [[ 0.85152864  0.8511281 ]
 [ 0.85152864  0.8511281 ]
 [ 0.85152864  0.8511281 ]
 [ 0.85152864  0.8511281 ]]
Error: 0.5
[[ 0.14600566  0.14600566  0.14600566  0.14600566]
 [ 0.08005616  0.08005616  0.08005616  0.08005616]] 
 [[ 0.85229862  0.85188979]
 [ 0.85229862  0.85188979]
 [ 0.85229862  0.85188979]
 [ 0.85229862  0.85188979]]
Error: 0.5
[[ 0.14621076  0.14621076  0.14621076  0.14621076]
 [ 0.08018549  0.08018549  0.08018549  0.08018549]] 
 [[ 0.85306609  0.85264897]
 [ 0.85306609  0.85264897]
 [ 0.85306609  0.85264897]
 [ 0.85306609  0.85264897]]
Error: 0.5
[[ 0.14641517  0.14641517  0.14641517  0.14641517]
 [ 0.08031446  0.08031446  0.08031446  0.08031446]] 
 [[ 0.85383105  0.85340565]
 [ 0.85383105  0.85340565]
 [ 0.85383105  0.85340565]
 [ 0.85383105  0.85340565]]
Error: 0.5
[[ 0.14661892  0.14661892  0.14661892  0.14661892]
 [ 0.08044307  0.08044307  0.08044307  0.08044307]] 
 [[ 0.85459352  0.85415983]
 [ 0.85459352  0.85415983]
 [ 0.85459352  0.85415983]
 [ 0.85459352  0.85415983]]
Error: 0.5
[[ 0.14682198  0.14682198  0.14682198  0.14682198]
 [ 0.08057132  0.08057132  0.08057132  0.08057132]] 
 [[ 0.85535353  0.85491157]
 [ 0.85535353  0.85491157]
 [ 0.85535353  0.85491157]
 [ 0.85535353  0.85491157]]
Error: 0.5
[[ 0.14702438  0.14702438  0.14702438  0.14702438]
 [ 0.08069923  0.08069923  0.08069923  0.08069923]] 
 [[ 0.85611105  0.85566086]
 [ 0.85611105  0.85566086]
 [ 0.85611105  0.85566086]
 [ 0.85611105  0.85566086]]
Error: 0.5
[[ 0.14722611  0.14722611  0.14722611  0.14722611]
 [ 0.08082678  0.08082678  0.08082678  0.08082678]] 
 [[ 0.85686612  0.8564077 ]
 [ 0.85686612  0.8564077 ]
 [ 0.85686612  0.8564077 ]
 [ 0.85686612  0.8564077 ]]
Error: 0.5
[[ 0.14742719  0.14742719  0.14742719  0.14742719]
 [ 0.08095399  0.08095399  0.08095399  0.08095399]] 
 [[ 0.85761881  0.8571521 ]
 [ 0.85761881  0.8571521 ]
 [ 0.85761881  0.8571521 ]
 [ 0.85761881  0.8571521 ]]
Error: 0.5
[[ 0.14762761  0.14762761  0.14762761  0.14762761]
 [ 0.08108084  0.08108084  0.08108084  0.08108084]] 
 [[ 0.85836905  0.85789412]
 [ 0.85836905  0.85789412]
 [ 0.85836905  0.85789412]
 [ 0.85836905  0.85789412]]
Error: 0.5
[[ 0.14782737  0.14782737  0.14782737  0.14782737]
 [ 0.08120735  0.08120735  0.08120735  0.08120735]] 
 [[ 0.85911691  0.8586337 ]
 [ 0.85911691  0.8586337 ]
 [ 0.85911691  0.8586337 ]
 [ 0.85911691  0.8586337 ]]
Error: 0.5
[[ 0.14802648  0.14802648  0.14802648  0.14802648]
 [ 0.08133352  0.08133352  0.08133352  0.08133352]] 
 [[ 0.85986239  0.85937089]
 [ 0.85986239  0.85937089]
 [ 0.85986239  0.85937089]
 [ 0.85986239  0.85937089]]
Error: 0.5
[[ 0.14822495  0.14822495  0.14822495  0.14822495]
 [ 0.08145934  0.08145934  0.08145934  0.08145934]] 
 [[ 0.86060548  0.86010575]
 [ 0.86060548  0.86010575]
 [ 0.86060548  0.86010575]
 [ 0.86060548  0.86010575]]
Error: 0.5
[[ 0.14842278  0.14842278  0.14842278  0.14842278]
 [ 0.08158483  0.08158483  0.08158483  0.08158483]] 
 [[ 0.86134624  0.86083823]
 [ 0.86134624  0.86083823]
 [ 0.86134624  0.86083823]
 [ 0.86134624  0.86083823]]
Error: 0.5
[[ 0.14861996  0.14861996  0.14861996  0.14861996]
 [ 0.08170997  0.08170997  0.08170997  0.08170997]] 
 [[ 0.86208463  0.86156839]
 [ 0.86208463  0.86156839]
 [ 0.86208463  0.86156839]
 [ 0.86208463  0.86156839]]
Error: 0.5
[[ 0.14881651  0.14881651  0.14881651  0.14881651]
 [ 0.08183479  0.08183479  0.08183479  0.08183479]] 
 [[ 0.86282068  0.86229622]
 [ 0.86282068  0.86229622]
 [ 0.86282068  0.86229622]
 [ 0.86282068  0.86229622]]
Error: 0.5
[[ 0.14901243  0.14901243  0.14901243  0.14901243]
 [ 0.08195926  0.08195926  0.08195926  0.08195926]] 
 [[ 0.86355448  0.86302173]
 [ 0.86355448  0.86302173]
 [ 0.86355448  0.86302173]
 [ 0.86355448  0.86302173]]
Error: 0.5
[[ 0.14920773  0.14920773  0.14920773  0.14920773]
 [ 0.0820834   0.0820834   0.0820834   0.0820834 ]] 
 [[ 0.86428595  0.86374497]
 [ 0.86428595  0.86374497]
 [ 0.86428595  0.86374497]
 [ 0.86428595  0.86374497]]
Error: 0.5
[[ 0.14940239  0.14940239  0.14940239  0.14940239]
 [ 0.08220721  0.08220721  0.08220721  0.08220721]] 
 [[ 0.86501515  0.86446595]
 [ 0.86501515  0.86446595]
 [ 0.86501515  0.86446595]
 [ 0.86501515  0.86446595]]
Error: 0.5
[[ 0.14959644  0.14959644  0.14959644  0.14959644]
 [ 0.08233069  0.08233069  0.08233069  0.08233069]] 
 [[ 0.86574203  0.86518461]
 [ 0.86574203  0.86518461]
 [ 0.86574203  0.86518461]
 [ 0.86574203  0.86518461]]
Error: 0.5
[[ 0.14978987  0.14978987  0.14978987  0.14978987]
 [ 0.08245384  0.08245384  0.08245384  0.08245384]] 
 [[ 0.8664667   0.86590105]
 [ 0.8664667   0.86590105]
 [ 0.8664667   0.86590105]
 [ 0.8664667   0.86590105]]
Error: 0.5
[[ 0.14998268  0.14998268  0.14998268  0.14998268]
 [ 0.08257666  0.08257666  0.08257666  0.08257666]] 
 [[ 0.86718911  0.86661524]
 [ 0.86718911  0.86661524]
 [ 0.86718911  0.86661524]
 [ 0.86718911  0.86661524]]
Error: 0.5
[[ 0.15017487  0.15017487  0.15017487  0.15017487]
 [ 0.08269916  0.08269916  0.08269916  0.08269916]] 
 [[ 0.86790925  0.86732721]
 [ 0.86790925  0.86732721]
 [ 0.86790925  0.86732721]
 [ 0.86790925  0.86732721]]
Error: 0.5
[[ 0.15036647  0.15036647  0.15036647  0.15036647]
 [ 0.08282134  0.08282134  0.08282134  0.08282134]] 
 [[ 0.86862719  0.86803699]
 [ 0.86862719  0.86803699]
 [ 0.86862719  0.86803699]
 [ 0.86862719  0.86803699]]
Error: 0.5
[[ 0.15055746  0.15055746  0.15055746  0.15055746]
 [ 0.08294319  0.08294319  0.08294319  0.08294319]] 
 [[ 0.86934292  0.86874455]
 [ 0.86934292  0.86874455]
 [ 0.86934292  0.86874455]
 [ 0.86934292  0.86874455]]
Error: 0.5
[[ 0.15074785  0.15074785  0.15074785  0.15074785]
 [ 0.08306473  0.08306473  0.08306473  0.08306473]] 
 [[ 0.87005645  0.86944991]
 [ 0.87005645  0.86944991]
 [ 0.87005645  0.86944991]
 [ 0.87005645  0.86944991]]
Error: 0.5
[[ 0.15093765  0.15093765  0.15093765  0.15093765]
 [ 0.08318594  0.08318594  0.08318594  0.08318594]] 
 [[ 0.87076783  0.87015307]
 [ 0.87076783  0.87015307]
 [ 0.87076783  0.87015307]
 [ 0.87076783  0.87015307]]
Error: 0.5
[[ 0.15112685  0.15112685  0.15112685  0.15112685]
 [ 0.08330684  0.08330684  0.08330684  0.08330684]] 
 [[ 0.87147701  0.87085408]
 [ 0.87147701  0.87085408]
 [ 0.87147701  0.87085408]
 [ 0.87147701  0.87085408]]
Error: 0.5
[[ 0.15131545  0.15131545  0.15131545  0.15131545]
 [ 0.08342742  0.08342742  0.08342742  0.08342742]] 
 [[ 0.87218404  0.87155294]
 [ 0.87218404  0.87155294]
 [ 0.87218404  0.87155294]
 [ 0.87218404  0.87155294]]
Error: 0.5
[[ 0.15150347  0.15150347  0.15150347  0.15150347]
 [ 0.08354769  0.08354769  0.08354769  0.08354769]] 
 [[ 0.87288892  0.87224966]
 [ 0.87288892  0.87224966]
 [ 0.87288892  0.87224966]
 [ 0.87288892  0.87224966]]
Error: 0.5
[[ 0.1516909   0.1516909   0.1516909   0.1516909 ]
 [ 0.08366764  0.08366764  0.08366764  0.08366764]] 
 [[ 0.87359172  0.8729443 ]
 [ 0.87359172  0.8729443 ]
 [ 0.87359172  0.8729443 ]
 [ 0.87359172  0.8729443 ]]
Error: 0.5
[[ 0.15187775  0.15187775  0.15187775  0.15187775]
 [ 0.08378729  0.08378729  0.08378729  0.08378729]] 
 [[ 0.87429237  0.87363678]
 [ 0.87429237  0.87363678]
 [ 0.87429237  0.87363678]
 [ 0.87429237  0.87363678]]
Error: 0.5
[[ 0.15206403  0.15206403  0.15206403  0.15206403]
 [ 0.08390663  0.08390663  0.08390663  0.08390663]] 
 [[ 0.87499094  0.87432718]
 [ 0.87499094  0.87432718]
 [ 0.87499094  0.87432718]
 [ 0.87499094  0.87432718]]
Error: 0.5
[[ 0.15224972  0.15224972  0.15224972  0.15224972]
 [ 0.08402566  0.08402566  0.08402566  0.08402566]] 
 [[ 0.87568742  0.8750155 ]
 [ 0.87568742  0.8750155 ]
 [ 0.87568742  0.8750155 ]
 [ 0.87568742  0.8750155 ]]
Error: 0.5
[[ 0.15243486  0.15243486  0.15243486  0.15243486]
 [ 0.08414438  0.08414438  0.08414438  0.08414438]] 
 [[ 0.87638181  0.87570173]
 [ 0.87638181  0.87570173]
 [ 0.87638181  0.87570173]
 [ 0.87638181  0.87570173]]
Error: 0.5
[[ 0.15261941  0.15261941  0.15261941  0.15261941]
 [ 0.0842628   0.0842628   0.0842628   0.0842628 ]] 
 [[ 0.87707412  0.87638587]
 [ 0.87707412  0.87638587]
 [ 0.87707412  0.87638587]
 [ 0.87707412  0.87638587]]
Error: 0.5
[[ 0.15280339  0.15280339  0.15280339  0.15280339]
 [ 0.08438092  0.08438092  0.08438092  0.08438092]] 
 [[ 0.87776434  0.87706798]
 [ 0.87776434  0.87706798]
 [ 0.87776434  0.87706798]
 [ 0.87776434  0.87706798]]
Error: 0.5
[[ 0.15298682  0.15298682  0.15298682  0.15298682]
 [ 0.08449873  0.08449873  0.08449873  0.08449873]] 
 [[ 0.87845254  0.87774807]
 [ 0.87845254  0.87774807]
 [ 0.87845254  0.87774807]
 [ 0.87845254  0.87774807]]
Error: 0.5
[[ 0.15316969  0.15316969  0.15316969  0.15316969]
 [ 0.08461624  0.08461624  0.08461624  0.08461624]] 
 [[ 0.87913871  0.87842613]
 [ 0.87913871  0.87842613]
 [ 0.87913871  0.87842613]
 [ 0.87913871  0.87842613]]
Error: 0.5
[[ 0.15335201  0.15335201  0.15335201  0.15335201]
 [ 0.08473346  0.08473346  0.08473346  0.08473346]] 
 [[ 0.87982285  0.87910217]
 [ 0.87982285  0.87910217]
 [ 0.87982285  0.87910217]
 [ 0.87982285  0.87910217]]
Error: 0.5
[[ 0.15353376  0.15353376  0.15353376  0.15353376]
 [ 0.08485037  0.08485037  0.08485037  0.08485037]] 
 [[ 0.88050497  0.87977618]
 [ 0.88050497  0.87977618]
 [ 0.88050497  0.87977618]
 [ 0.88050497  0.87977618]]
Error: 0.5
[[ 0.15371495  0.15371495  0.15371495  0.15371495]
 [ 0.08496699  0.08496699  0.08496699  0.08496699]] 
 [[ 0.88118511  0.88044822]
 [ 0.88118511  0.88044822]
 [ 0.88118511  0.88044822]
 [ 0.88118511  0.88044822]]
Error: 0.5
[[ 0.15389562  0.15389562  0.15389562  0.15389562]
 [ 0.08508332  0.08508332  0.08508332  0.08508332]] 
 [[ 0.88186324  0.88111824]
 [ 0.88186324  0.88111824]
 [ 0.88186324  0.88111824]
 [ 0.88186324  0.88111824]]
Error: 0.5
[[ 0.15407573  0.15407573  0.15407573  0.15407573]
 [ 0.08519936  0.08519936  0.08519936  0.08519936]] 
 [[ 0.88253939  0.88178629]
 [ 0.88253939  0.88178629]
 [ 0.88253939  0.88178629]
 [ 0.88253939  0.88178629]]
Error: 0.5
[[ 0.15425529  0.15425529  0.15425529  0.15425529]
 [ 0.0853151   0.0853151   0.0853151   0.0853151 ]] 
 [[ 0.88321358  0.88245237]
 [ 0.88321358  0.88245237]
 [ 0.88321358  0.88245237]
 [ 0.88321358  0.88245237]]
Error: 0.5
[[ 0.15443431  0.15443431  0.15443431  0.15443431]
 [ 0.08543056  0.08543056  0.08543056  0.08543056]] 
 [[ 0.8838858   0.88311654]
 [ 0.8838858   0.88311654]
 [ 0.8838858   0.88311654]
 [ 0.8838858   0.88311654]]
Error: 0.5
[[ 0.15461279  0.15461279  0.15461279  0.15461279]
 [ 0.08554572  0.08554572  0.08554572  0.08554572]] 
 [[ 0.88455611  0.88377875]
 [ 0.88455611  0.88377875]
 [ 0.88455611  0.88377875]
 [ 0.88455611  0.88377875]]
Error: 0.5
[[ 0.15479074  0.15479074  0.15479074  0.15479074]
 [ 0.08566059  0.08566059  0.08566059  0.08566059]] 
 [[ 0.88522446  0.88443905]
 [ 0.88522446  0.88443905]
 [ 0.88522446  0.88443905]
 [ 0.88522446  0.88443905]]
Error: 0.5
[[ 0.15496817  0.15496817  0.15496817  0.15496817]
 [ 0.08577518  0.08577518  0.08577518  0.08577518]] 
 [[ 0.8858909   0.88509738]
 [ 0.8858909   0.88509738]
 [ 0.8858909   0.88509738]
 [ 0.8858909   0.88509738]]
Error: 0.5
[[ 0.15514506  0.15514506  0.15514506  0.15514506]
 [ 0.08588949  0.08588949  0.08588949  0.08588949]] 
 [[ 0.88655543  0.88575381]
 [ 0.88655543  0.88575381]
 [ 0.88655543  0.88575381]
 [ 0.88655543  0.88575381]]
Error: 0.5
[[ 0.15532143  0.15532143  0.15532143  0.15532143]
 [ 0.08600351  0.08600351  0.08600351  0.08600351]] 
 [[ 0.88721806  0.88640839]
 [ 0.88721806  0.88640839]
 [ 0.88721806  0.88640839]
 [ 0.88721806  0.88640839]]
Error: 0.5
[[ 0.15549728  0.15549728  0.15549728  0.15549728]
 [ 0.08611725  0.08611725  0.08611725  0.08611725]] 
 [[ 0.88787878  0.88706106]
 [ 0.88787878  0.88706106]
 [ 0.88787878  0.88706106]
 [ 0.88787878  0.88706106]]
Error: 0.5
[[ 0.15567261  0.15567261  0.15567261  0.15567261]
 [ 0.08623071  0.08623071  0.08623071  0.08623071]] 
 [[ 0.88853759  0.88771182]
 [ 0.88853759  0.88771182]
 [ 0.88853759  0.88771182]
 [ 0.88853759  0.88771182]]
Error: 0.5
[[ 0.15584742  0.15584742  0.15584742  0.15584742]
 [ 0.08634389  0.08634389  0.08634389  0.08634389]] 
 [[ 0.88919455  0.88836074]
 [ 0.88919455  0.88836074]
 [ 0.88919455  0.88836074]
 [ 0.88919455  0.88836074]]
Error: 0.5
[[ 0.15602171  0.15602171  0.15602171  0.15602171]
 [ 0.08645679  0.08645679  0.08645679  0.08645679]] 
 [[ 0.88984966  0.88900781]
 [ 0.88984966  0.88900781]
 [ 0.88984966  0.88900781]
 [ 0.88984966  0.88900781]]
Error: 0.5
[[ 0.15619549  0.15619549  0.15619549  0.15619549]
 [ 0.08656941  0.08656941  0.08656941  0.08656941]] 
 [[ 0.89050293  0.88965303]
 [ 0.89050293  0.88965303]
 [ 0.89050293  0.88965303]
 [ 0.89050293  0.88965303]]
Error: 0.5
[[ 0.15636876  0.15636876  0.15636876  0.15636876]
 [ 0.08668176  0.08668176  0.08668176  0.08668176]] 
 [[ 0.89115435  0.8902964 ]
 [ 0.89115435  0.8902964 ]
 [ 0.89115435  0.8902964 ]
 [ 0.89115435  0.8902964 ]]
Error: 0.5
[[ 0.15654153  0.15654153  0.15654153  0.15654153]
 [ 0.08679383  0.08679383  0.08679383  0.08679383]] 
 [[ 0.89180392  0.89093798]
 [ 0.89180392  0.89093798]
 [ 0.89180392  0.89093798]
 [ 0.89180392  0.89093798]]
Error: 0.5
[[ 0.15671378  0.15671378  0.15671378  0.15671378]
 [ 0.08690564  0.08690564  0.08690564  0.08690564]] 
 [[ 0.89245164  0.89157772]
 [ 0.89245164  0.89157772]
 [ 0.89245164  0.89157772]
 [ 0.89245164  0.89157772]]
Error: 0.5
[[ 0.15688553  0.15688553  0.15688553  0.15688553]
 [ 0.08701716  0.08701716  0.08701716  0.08701716]] 
 [[ 0.89309758  0.89221567]
 [ 0.89309758  0.89221567]
 [ 0.89309758  0.89221567]
 [ 0.89309758  0.89221567]]
Error: 0.5
[[ 0.15705679  0.15705679  0.15705679  0.15705679]
 [ 0.08712842  0.08712842  0.08712842  0.08712842]] 
 [[ 0.89374173  0.89285183]
 [ 0.89374173  0.89285183]
 [ 0.89374173  0.89285183]
 [ 0.89374173  0.89285183]]
Error: 0.5
[[ 0.15722755  0.15722755  0.15722755  0.15722755]
 [ 0.08723941  0.08723941  0.08723941  0.08723941]] 
 [[ 0.89438409  0.8934862 ]
 [ 0.89438409  0.8934862 ]
 [ 0.89438409  0.8934862 ]
 [ 0.89438409  0.8934862 ]]
Error: 0.5
[[ 0.15739781  0.15739781  0.15739781  0.15739781]
 [ 0.08735014  0.08735014  0.08735014  0.08735014]] 
 [[ 0.89502466  0.89411879]
 [ 0.89502466  0.89411879]
 [ 0.89502466  0.89411879]
 [ 0.89502466  0.89411879]]
Error: 0.5
[[ 0.15756758  0.15756758  0.15756758  0.15756758]
 [ 0.08746059  0.08746059  0.08746059  0.08746059]] 
 [[ 0.89566344  0.89474958]
 [ 0.89566344  0.89474958]
 [ 0.89566344  0.89474958]
 [ 0.89566344  0.89474958]]
Error: 0.5
[[ 0.15773685  0.15773685  0.15773685  0.15773685]
 [ 0.08757078  0.08757078  0.08757078  0.08757078]] 
 [[ 0.89630044  0.89537865]
 [ 0.89630044  0.89537865]
 [ 0.89630044  0.89537865]
 [ 0.89630044  0.89537865]]
Error: 0.5
[[ 0.15790565  0.15790565  0.15790565  0.15790565]
 [ 0.0876807   0.0876807   0.0876807   0.0876807 ]] 
 [[ 0.8969357   0.89600593]
 [ 0.8969357   0.89600593]
 [ 0.8969357   0.89600593]
 [ 0.8969357   0.89600593]]
Error: 0.5
[[ 0.15807396  0.15807396  0.15807396  0.15807396]
 [ 0.08779036  0.08779036  0.08779036  0.08779036]] 
 [[ 0.89756924  0.89663148]
 [ 0.89756924  0.89663148]
 [ 0.89756924  0.89663148]
 [ 0.89756924  0.89663148]]
Error: 0.5
[[ 0.15824179  0.15824179  0.15824179  0.15824179]
 [ 0.08789976  0.08789976  0.08789976  0.08789976]] 
 [[ 0.89820099  0.8972553 ]
 [ 0.89820099  0.8972553 ]
 [ 0.89820099  0.8972553 ]
 [ 0.89820099  0.8972553 ]]
Error: 0.5
[[ 0.15840915  0.15840915  0.15840915  0.15840915]
 [ 0.0880089   0.0880089   0.0880089   0.0880089 ]] 
 [[ 0.89883101  0.8978774 ]
 [ 0.89883101  0.8978774 ]
 [ 0.89883101  0.8978774 ]
 [ 0.89883101  0.8978774 ]]
Error: 0.5
[[ 0.15857603  0.15857603  0.15857603  0.15857603]
 [ 0.08811777  0.08811777  0.08811777  0.08811777]] 
 [[ 0.89945936  0.89849782]
 [ 0.89945936  0.89849782]
 [ 0.89945936  0.89849782]
 [ 0.89945936  0.89849782]]
Error: 0.5
[[ 0.15874243  0.15874243  0.15874243  0.15874243]
 [ 0.08822639  0.08822639  0.08822639  0.08822639]] 
 [[ 0.90008599  0.89911652]
 [ 0.90008599  0.89911652]
 [ 0.90008599  0.89911652]
 [ 0.90008599  0.89911652]]
Error: 0.5
[[ 0.15890835  0.15890835  0.15890835  0.15890835]
 [ 0.08833475  0.08833475  0.08833475  0.08833475]] 
 [[ 0.90071088  0.89973354]
 [ 0.90071088  0.89973354]
 [ 0.90071088  0.89973354]
 [ 0.90071088  0.89973354]]
Error: 0.5
[[ 0.1590738   0.1590738   0.1590738   0.1590738 ]
 [ 0.08844286  0.08844286  0.08844286  0.08844286]] 
 [[ 0.90133411  0.90034884]
 [ 0.90133411  0.90034884]
 [ 0.90133411  0.90034884]
 [ 0.90133411  0.90034884]]
Error: 0.5
[[ 0.15923879  0.15923879  0.15923879  0.15923879]
 [ 0.08855072  0.08855072  0.08855072  0.08855072]] 
 [[ 0.90195566  0.90096247]
 [ 0.90195566  0.90096247]
 [ 0.90195566  0.90096247]
 [ 0.90195566  0.90096247]]
Error: 0.5
[[ 0.15940331  0.15940331  0.15940331  0.15940331]
 [ 0.08865832  0.08865832  0.08865832  0.08865832]] 
 [[ 0.90257555  0.90157443]
 [ 0.90257555  0.90157443]
 [ 0.90257555  0.90157443]
 [ 0.90257555  0.90157443]]
Error: 0.5
[[ 0.15956737  0.15956737  0.15956737  0.15956737]
 [ 0.08876567  0.08876567  0.08876567  0.08876567]] 
 [[ 0.90319377  0.90218472]
 [ 0.90319377  0.90218472]
 [ 0.90319377  0.90218472]
 [ 0.90319377  0.90218472]]
Error: 0.5
[[ 0.15973097  0.15973097  0.15973097  0.15973097]
 [ 0.08887276  0.08887276  0.08887276  0.08887276]] 
 [[ 0.90381032  0.90279341]
 [ 0.90381032  0.90279341]
 [ 0.90381032  0.90279341]
 [ 0.90381032  0.90279341]]
Error: 0.5
[[ 0.15989411  0.15989411  0.15989411  0.15989411]
 [ 0.0889796   0.0889796   0.0889796   0.0889796 ]] 
 [[ 0.9044252   0.90340042]
 [ 0.9044252   0.90340042]
 [ 0.9044252   0.90340042]
 [ 0.9044252   0.90340042]]
Error: 0.5
[[ 0.16005678  0.16005678  0.16005678  0.16005678]
 [ 0.0890862   0.0890862   0.0890862   0.0890862 ]] 
 [[ 0.90503848  0.90400583]
 [ 0.90503848  0.90400583]
 [ 0.90503848  0.90400583]
 [ 0.90503848  0.90400583]]
Error: 0.5
[[ 0.16021901  0.16021901  0.16021901  0.16021901]
 [ 0.08919255  0.08919255  0.08919255  0.08919255]] 
 [[ 0.90565008  0.90460956]
 [ 0.90565008  0.90460956]
 [ 0.90565008  0.90460956]
 [ 0.90565008  0.90460956]]
Error: 0.5
[[ 0.16038078  0.16038078  0.16038078  0.16038078]
 [ 0.08929864  0.08929864  0.08929864  0.08929864]] 
 [[ 0.90626007  0.90521169]
 [ 0.90626007  0.90521169]
 [ 0.90626007  0.90521169]
 [ 0.90626007  0.90521169]]
Error: 0.5
[[ 0.1605421   0.1605421   0.1605421   0.1605421 ]
 [ 0.08940449  0.08940449  0.08940449  0.08940449]] 
 [[ 0.90686846  0.9058122 ]
 [ 0.90686846  0.9058122 ]
 [ 0.90686846  0.9058122 ]
 [ 0.90686846  0.9058122 ]]
Error: 0.5
[[ 0.16070297  0.16070297  0.16070297  0.16070297]
 [ 0.08951011  0.08951011  0.08951011  0.08951011]] 
 [[ 0.90747523  0.90641111]
 [ 0.90747523  0.90641111]
 [ 0.90747523  0.90641111]
 [ 0.90747523  0.90641111]]
Error: 0.5
[[ 0.1608634   0.1608634   0.1608634   0.1608634 ]
 [ 0.08961547  0.08961547  0.08961547  0.08961547]] 
 [[ 0.9080804   0.90700847]
 [ 0.9080804   0.90700847]
 [ 0.9080804   0.90700847]
 [ 0.9080804   0.90700847]]
Error: 0.5
[[ 0.16102338  0.16102338  0.16102338  0.16102338]
 [ 0.08972059  0.08972059  0.08972059  0.08972059]] 
 [[ 0.90868396  0.90760422]
 [ 0.90868396  0.90760422]
 [ 0.90868396  0.90760422]
 [ 0.90868396  0.90760422]]
Error: 0.5
[[ 0.16118293  0.16118293  0.16118293  0.16118293]
 [ 0.08982547  0.08982547  0.08982547  0.08982547]] 
 [[ 0.90928596  0.90819842]
 [ 0.90928596  0.90819842]
 [ 0.90928596  0.90819842]
 [ 0.90928596  0.90819842]]
Error: 0.5
[[ 0.16134202  0.16134202  0.16134202  0.16134202]
 [ 0.08993012  0.08993012  0.08993012  0.08993012]] 
 [[ 0.90988636  0.90879101]
 [ 0.90988636  0.90879101]
 [ 0.90988636  0.90879101]
 [ 0.90988636  0.90879101]]
Error: 0.5
[[ 0.16150069  0.16150069  0.16150069  0.16150069]
 [ 0.09003451  0.09003451  0.09003451  0.09003451]] 
 [[ 0.91048521  0.90938205]
 [ 0.91048521  0.90938205]
 [ 0.91048521  0.90938205]
 [ 0.91048521  0.90938205]]
Error: 0.5
[[ 0.16165893  0.16165893  0.16165893  0.16165893]
 [ 0.09013867  0.09013867  0.09013867  0.09013867]] 
 [[ 0.91108251  0.90997154]
 [ 0.91108251  0.90997154]
 [ 0.91108251  0.90997154]
 [ 0.91108251  0.90997154]]
Error: 0.5
[[ 0.16181673  0.16181673  0.16181673  0.16181673]
 [ 0.09024259  0.09024259  0.09024259  0.09024259]] 
 [[ 0.91167825  0.91055948]
 [ 0.91167825  0.91055948]
 [ 0.91167825  0.91055948]
 [ 0.91167825  0.91055948]]
Error: 0.5
[[ 0.1619741   0.1619741   0.1619741   0.1619741 ]
 [ 0.09034628  0.09034628  0.09034628  0.09034628]] 
 [[ 0.91227245  0.91114587]
 [ 0.91227245  0.91114587]
 [ 0.91227245  0.91114587]
 [ 0.91227245  0.91114587]]
Error: 0.5
[[ 0.16213104  0.16213104  0.16213104  0.16213104]
 [ 0.09044974  0.09044974  0.09044974  0.09044974]] 
 [[ 0.9128651   0.91173077]
 [ 0.9128651   0.91173077]
 [ 0.9128651   0.91173077]
 [ 0.9128651   0.91173077]]
Error: 0.5
[[ 0.16228755  0.16228755  0.16228755  0.16228755]
 [ 0.09055296  0.09055296  0.09055296  0.09055296]] 
 [[ 0.9134562   0.91231412]
 [ 0.9134562   0.91231412]
 [ 0.9134562   0.91231412]
 [ 0.9134562   0.91231412]]
Error: 0.5
[[ 0.16244364  0.16244364  0.16244364  0.16244364]
 [ 0.09065594  0.09065594  0.09065594  0.09065594]] 
 [[ 0.91404581  0.91289598]
 [ 0.91404581  0.91289598]
 [ 0.91404581  0.91289598]
 [ 0.91404581  0.91289598]]
Error: 0.5
[[ 0.1625993   0.1625993   0.1625993   0.1625993 ]
 [ 0.09075869  0.09075869  0.09075869  0.09075869]] 
 [[ 0.91463387  0.91347629]
 [ 0.91463387  0.91347629]
 [ 0.91463387  0.91347629]
 [ 0.91463387  0.91347629]]
Error: 0.5
[[ 0.16275454  0.16275454  0.16275454  0.16275454]
 [ 0.09086121  0.09086121  0.09086121  0.09086121]] 
 [[ 0.91522044  0.91405511]
 [ 0.91522044  0.91405511]
 [ 0.91522044  0.91405511]
 [ 0.91522044  0.91405511]]
Error: 0.5
[[ 0.16290936  0.16290936  0.16290936  0.16290936]
 [ 0.0909635   0.0909635   0.0909635   0.0909635 ]] 
 [[ 0.91580552  0.91463244]
 [ 0.91580552  0.91463244]
 [ 0.91580552  0.91463244]
 [ 0.91580552  0.91463244]]
Error: 0.5
[[ 0.16306376  0.16306376  0.16306376  0.16306376]
 [ 0.09106556  0.09106556  0.09106556  0.09106556]] 
 [[ 0.91638911  0.91520828]
 [ 0.91638911  0.91520828]
 [ 0.91638911  0.91520828]
 [ 0.91638911  0.91520828]]
Error: 0.5
[[ 0.16321775  0.16321775  0.16321775  0.16321775]
 [ 0.09116739  0.09116739  0.09116739  0.09116739]] 
 [[ 0.91697121  0.91578263]
 [ 0.91697121  0.91578263]
 [ 0.91697121  0.91578263]
 [ 0.91697121  0.91578263]]
Error: 0.5
[[ 0.16337132  0.16337132  0.16337132  0.16337132]
 [ 0.09126899  0.09126899  0.09126899  0.09126899]] 
 [[ 0.91755182  0.91635555]
 [ 0.91755182  0.91635555]
 [ 0.91755182  0.91635555]
 [ 0.91755182  0.91635555]]
Error: 0.5
[[ 0.16352449  0.16352449  0.16352449  0.16352449]
 [ 0.09137037  0.09137037  0.09137037  0.09137037]] 
 [[ 0.91813099  0.91692698]
 [ 0.91813099  0.91692698]
 [ 0.91813099  0.91692698]
 [ 0.91813099  0.91692698]]
Error: 0.5
[[ 0.16367725  0.16367725  0.16367725  0.16367725]
 [ 0.09147153  0.09147153  0.09147153  0.09147153]] 
 [[ 0.91870868  0.91749698]
 [ 0.91870868  0.91749698]
 [ 0.91870868  0.91749698]
 [ 0.91870868  0.91749698]]
Error: 0.5
[[ 0.16382959  0.16382959  0.16382959  0.16382959]
 [ 0.09157246  0.09157246  0.09157246  0.09157246]] 
 [[ 0.91928494  0.91806555]
 [ 0.91928494  0.91806555]
 [ 0.91928494  0.91806555]
 [ 0.91928494  0.91806555]]
Error: 0.5
[[ 0.16398154  0.16398154  0.16398154  0.16398154]
 [ 0.09167316  0.09167316  0.09167316  0.09167316]] 
 [[ 0.91985971  0.91863263]
 [ 0.91985971  0.91863263]
 [ 0.91985971  0.91863263]
 [ 0.91985971  0.91863263]]
Error: 0.5
[[ 0.16413309  0.16413309  0.16413309  0.16413309]
 [ 0.09177364  0.09177364  0.09177364  0.09177364]] 
 [[ 0.92043304  0.91919827]
 [ 0.92043304  0.91919827]
 [ 0.92043304  0.91919827]
 [ 0.92043304  0.91919827]]
Error: 0.5
[[ 0.16428423  0.16428423  0.16428423  0.16428423]
 [ 0.09187391  0.09187391  0.09187391  0.09187391]] 
 [[ 0.92100495  0.91976249]
 [ 0.92100495  0.91976249]
 [ 0.92100495  0.91976249]
 [ 0.92100495  0.91976249]]
Error: 0.5
[[ 0.16443497  0.16443497  0.16443497  0.16443497]
 [ 0.09197395  0.09197395  0.09197395  0.09197395]] 
 [[ 0.92157543  0.92032528]
 [ 0.92157543  0.92032528]
 [ 0.92157543  0.92032528]
 [ 0.92157543  0.92032528]]
Error: 0.5
[[ 0.16458531  0.16458531  0.16458531  0.16458531]
 [ 0.09207377  0.09207377  0.09207377  0.09207377]] 
 [[ 0.92214447  0.9208867 ]
 [ 0.92214447  0.9208867 ]
 [ 0.92214447  0.9208867 ]
 [ 0.92214447  0.9208867 ]]
Error: 0.5
[[ 0.16473526  0.16473526  0.16473526  0.16473526]
 [ 0.09217337  0.09217337  0.09217337  0.09217337]] 
 [[ 0.92271209  0.92144668]
 [ 0.92271209  0.92144668]
 [ 0.92271209  0.92144668]
 [ 0.92271209  0.92144668]]
Error: 0.5
[[ 0.16488481  0.16488481  0.16488481  0.16488481]
 [ 0.09227275  0.09227275  0.09227275  0.09227275]] 
 [[ 0.92327833  0.9220053 ]
 [ 0.92327833  0.9220053 ]
 [ 0.92327833  0.9220053 ]
 [ 0.92327833  0.9220053 ]]
Error: 0.5
[[ 0.16503397  0.16503397  0.16503397  0.16503397]
 [ 0.09237192  0.09237192  0.09237192  0.09237192]] 
 [[ 0.92384315  0.92256248]
 [ 0.92384315  0.92256248]
 [ 0.92384315  0.92256248]
 [ 0.92384315  0.92256248]]
Error: 0.5
[[ 0.16518274  0.16518274  0.16518274  0.16518274]
 [ 0.09247087  0.09247087  0.09247087  0.09247087]] 
 [[ 0.92440659  0.92311829]
 [ 0.92440659  0.92311829]
 [ 0.92440659  0.92311829]
 [ 0.92440659  0.92311829]]
Error: 0.5
[[ 0.16533111  0.16533111  0.16533111  0.16533111]
 [ 0.0925696   0.0925696   0.0925696   0.0925696 ]] 
 [[ 0.92496866  0.92367274]
 [ 0.92496866  0.92367274]
 [ 0.92496866  0.92367274]
 [ 0.92496866  0.92367274]]
Error: 0.5
[[ 0.16547909  0.16547909  0.16547909  0.16547909]
 [ 0.09266812  0.09266812  0.09266812  0.09266812]] 
 [[ 0.9255293   0.92422581]
 [ 0.9255293   0.92422581]
 [ 0.9255293   0.92422581]
 [ 0.9255293   0.92422581]]
Error: 0.5
[[ 0.1656267   0.1656267   0.1656267   0.1656267 ]
 [ 0.09276643  0.09276643  0.09276643  0.09276643]] 
 [[ 0.92608857  0.92477751]
 [ 0.92608857  0.92477751]
 [ 0.92608857  0.92477751]
 [ 0.92608857  0.92477751]]
Error: 0.5
[[ 0.16577393  0.16577393  0.16577393  0.16577393]
 [ 0.09286452  0.09286452  0.09286452  0.09286452]] 
 [[ 0.92664647  0.92532784]
 [ 0.92664647  0.92532784]
 [ 0.92664647  0.92532784]
 [ 0.92664647  0.92532784]]
Error: 0.5
[[ 0.16592076  0.16592076  0.16592076  0.16592076]
 [ 0.0929624   0.0929624   0.0929624   0.0929624 ]] 
 [[ 0.92720306  0.9258768 ]
 [ 0.92720306  0.9258768 ]
 [ 0.92720306  0.9258768 ]
 [ 0.92720306  0.9258768 ]]
Error: 0.5
[[ 0.16606723  0.16606723  0.16606723  0.16606723]
 [ 0.09306007  0.09306007  0.09306007  0.09306007]] 
 [[ 0.92775828  0.92642444]
 [ 0.92775828  0.92642444]
 [ 0.92775828  0.92642444]
 [ 0.92775828  0.92642444]]
Error: 0.5
[[ 0.1662133   0.1662133   0.1662133   0.1662133 ]
 [ 0.09315753  0.09315753  0.09315753  0.09315753]] 
 [[ 0.92831212  0.92697072]
 [ 0.92831212  0.92697072]
 [ 0.92831212  0.92697072]
 [ 0.92831212  0.92697072]]
Error: 0.5
[[ 0.16635901  0.16635901  0.16635901  0.16635901]
 [ 0.09325478  0.09325478  0.09325478  0.09325478]] 
 [[ 0.92886466  0.92751569]
 [ 0.92886466  0.92751569]
 [ 0.92886466  0.92751569]
 [ 0.92886466  0.92751569]]
Error: 0.5
[[ 0.16650434  0.16650434  0.16650434  0.16650434]
 [ 0.09335183  0.09335183  0.09335183  0.09335183]] 
 [[ 0.92941582  0.92805928]
 [ 0.92941582  0.92805928]
 [ 0.92941582  0.92805928]
 [ 0.92941582  0.92805928]]
Error: 0.5
[[ 0.1666493   0.1666493   0.1666493   0.1666493 ]
 [ 0.09344866  0.09344866  0.09344866  0.09344866]] 
 [[ 0.92996567  0.92860156]
 [ 0.92996567  0.92860156]
 [ 0.92996567  0.92860156]
 [ 0.92996567  0.92860156]]
Error: 0.5
[[ 0.16679388  0.16679388  0.16679388  0.16679388]
 [ 0.09354529  0.09354529  0.09354529  0.09354529]] 
 [[ 0.93051422  0.92914253]
 [ 0.93051422  0.92914253]
 [ 0.93051422  0.92914253]
 [ 0.93051422  0.92914253]]
Error: 0.5
[[ 0.1669381   0.1669381   0.1669381   0.1669381 ]
 [ 0.09364171  0.09364171  0.09364171  0.09364171]] 
 [[ 0.93106139  0.9296822 ]
 [ 0.93106139  0.9296822 ]
 [ 0.93106139  0.9296822 ]
 [ 0.93106139  0.9296822 ]]
Error: 0.5
[[ 0.16708194  0.16708194  0.16708194  0.16708194]
 [ 0.09373793  0.09373793  0.09373793  0.09373793]] 
 [[ 0.93160725  0.93022054]
 [ 0.93160725  0.93022054]
 [ 0.93160725  0.93022054]
 [ 0.93160725  0.93022054]]
Error: 0.5
[[ 0.16722542  0.16722542  0.16722542  0.16722542]
 [ 0.09383395  0.09383395  0.09383395  0.09383395]] 
 [[ 0.93215185  0.93075758]
 [ 0.93215185  0.93075758]
 [ 0.93215185  0.93075758]
 [ 0.93215185  0.93075758]]
Error: 0.5
[[ 0.16736853  0.16736853  0.16736853  0.16736853]
 [ 0.09392976  0.09392976  0.09392976  0.09392976]] 
 [[ 0.93269515  0.93129337]
 [ 0.93269515  0.93129337]
 [ 0.93269515  0.93129337]
 [ 0.93269515  0.93129337]]
Error: 0.5
[[ 0.16751128  0.16751128  0.16751128  0.16751128]
 [ 0.09402537  0.09402537  0.09402537  0.09402537]] 
 [[ 0.93323714  0.93182784]
 [ 0.93323714  0.93182784]
 [ 0.93323714  0.93182784]
 [ 0.93323714  0.93182784]]
Error: 0.5
[[ 0.16765368  0.16765368  0.16765368  0.16765368]
 [ 0.09412077  0.09412077  0.09412077  0.09412077]] 
 [[ 0.93377781  0.93236107]
 [ 0.93377781  0.93236107]
 [ 0.93377781  0.93236107]
 [ 0.93377781  0.93236107]]
Error: 0.5
[[ 0.1677957   0.1677957   0.1677957   0.1677957 ]
 [ 0.09421597  0.09421597  0.09421597  0.09421597]] 
 [[ 0.93431723  0.93289298]
 [ 0.93431723  0.93289298]
 [ 0.93431723  0.93289298]
 [ 0.93431723  0.93289298]]
Error: 0.5
[[ 0.16793737  0.16793737  0.16793737  0.16793737]
 [ 0.09431098  0.09431098  0.09431098  0.09431098]] 
 [[ 0.93485534  0.93342364]
 [ 0.93485534  0.93342364]
 [ 0.93485534  0.93342364]
 [ 0.93485534  0.93342364]]
Error: 0.5
[[ 0.16807868  0.16807868  0.16807868  0.16807868]
 [ 0.09440579  0.09440579  0.09440579  0.09440579]] 
 [[ 0.9353922   0.93395305]
 [ 0.9353922   0.93395305]
 [ 0.9353922   0.93395305]
 [ 0.9353922   0.93395305]]
Error: 0.5
[[ 0.16821963  0.16821963  0.16821963  0.16821963]
 [ 0.0945004   0.0945004   0.0945004   0.0945004 ]] 
 [[ 0.93592781  0.9344812 ]
 [ 0.93592781  0.9344812 ]
 [ 0.93592781  0.9344812 ]
 [ 0.93592781  0.9344812 ]]
Error: 0.5
[[ 0.16836023  0.16836023  0.16836023  0.16836023]
 [ 0.09459481  0.09459481  0.09459481  0.09459481]] 
 [[ 0.93646216  0.93500811]
 [ 0.93646216  0.93500811]
 [ 0.93646216  0.93500811]
 [ 0.93646216  0.93500811]]
Error: 0.5
[[ 0.16850048  0.16850048  0.16850048  0.16850048]
 [ 0.09468903  0.09468903  0.09468903  0.09468903]] 
 [[ 0.93699527  0.93553376]
 [ 0.93699527  0.93553376]
 [ 0.93699527  0.93553376]
 [ 0.93699527  0.93553376]]
Error: 0.5
[[ 0.16864038  0.16864038  0.16864038  0.16864038]
 [ 0.09478305  0.09478305  0.09478305  0.09478305]] 
 [[ 0.93752712  0.93605816]
 [ 0.93752712  0.93605816]
 [ 0.93752712  0.93605816]
 [ 0.93752712  0.93605816]]
Error: 0.5
[[ 0.16877992  0.16877992  0.16877992  0.16877992]
 [ 0.09487687  0.09487687  0.09487687  0.09487687]] 
 [[ 0.93805772  0.93658131]
 [ 0.93805772  0.93658131]
 [ 0.93805772  0.93658131]
 [ 0.93805772  0.93658131]]
Error: 0.5
[[ 0.16891913  0.16891913  0.16891913  0.16891913]
 [ 0.0949705   0.0949705   0.0949705   0.0949705 ]] 
 [[ 0.93858707  0.93710321]
 [ 0.93858707  0.93710321]
 [ 0.93858707  0.93710321]
 [ 0.93858707  0.93710321]]
Error: 0.5
[[ 0.16905798  0.16905798  0.16905798  0.16905798]
 [ 0.09506394  0.09506394  0.09506394  0.09506394]] 
 [[ 0.93911517  0.93762392]
 [ 0.93911517  0.93762392]
 [ 0.93911517  0.93762392]
 [ 0.93911517  0.93762392]]
Error: 0.5
[[ 0.16919649  0.16919649  0.16919649  0.16919649]
 [ 0.09515718  0.09515718  0.09515718  0.09515718]] 
 [[ 0.93964207  0.93814337]
 [ 0.93964207  0.93814337]
 [ 0.93964207  0.93814337]
 [ 0.93964207  0.93814337]]
Error: 0.5
[[ 0.16933465  0.16933465  0.16933465  0.16933465]
 [ 0.09525023  0.09525023  0.09525023  0.09525023]] 
 [[ 0.94016773  0.93866163]
 [ 0.94016773  0.93866163]
 [ 0.94016773  0.93866163]
 [ 0.94016773  0.93866163]]
Error: 0.5
[[ 0.16947247  0.16947247  0.16947247  0.16947247]
 [ 0.09534309  0.09534309  0.09534309  0.09534309]] 
 [[ 0.94069219  0.93917871]
 [ 0.94069219  0.93917871]
 [ 0.94069219  0.93917871]
 [ 0.94069219  0.93917871]]
Error: 0.5
[[ 0.16960995  0.16960995  0.16960995  0.16960995]
 [ 0.09543576  0.09543576  0.09543576  0.09543576]] 
 [[ 0.94121546  0.93969458]
 [ 0.94121546  0.93969458]
 [ 0.94121546  0.93969458]
 [ 0.94121546  0.93969458]]
Error: 0.5
[[ 0.1697471   0.1697471   0.1697471   0.1697471 ]
 [ 0.09552824  0.09552824  0.09552824  0.09552824]] 
 [[ 0.94173747  0.94020927]
 [ 0.94173747  0.94020927]
 [ 0.94173747  0.94020927]
 [ 0.94173747  0.94020927]]
Error: 0.5
[[ 0.16988391  0.16988391  0.16988391  0.16988391]
 [ 0.09562053  0.09562053  0.09562053  0.09562053]] 
 [[ 0.9422583   0.94072276]
 [ 0.9422583   0.94072276]
 [ 0.9422583   0.94072276]
 [ 0.9422583   0.94072276]]
Error: 0.5
[[ 0.17002039  0.17002039  0.17002039  0.17002039]
 [ 0.09571262  0.09571262  0.09571262  0.09571262]] 
 [[ 0.94277793  0.94123507]
 [ 0.94277793  0.94123507]
 [ 0.94277793  0.94123507]
 [ 0.94277793  0.94123507]]
Error: 0.5
[[ 0.17015652  0.17015652  0.17015652  0.17015652]
 [ 0.09580453  0.09580453  0.09580453  0.09580453]] 
 [[ 0.94329637  0.94174618]
 [ 0.94329637  0.94174618]
 [ 0.94329637  0.94174618]
 [ 0.94329637  0.94174618]]
Error: 0.5
[[ 0.17029233  0.17029233  0.17029233  0.17029233]
 [ 0.09589626  0.09589626  0.09589626  0.09589626]] 
 [[ 0.94381362  0.94225609]
 [ 0.94381362  0.94225609]
 [ 0.94381362  0.94225609]
 [ 0.94381362  0.94225609]]
Error: 0.5
[[ 0.1704278  0.1704278  0.1704278  0.1704278]
 [ 0.0959878  0.0959878  0.0959878  0.0959878]] 
 [[ 0.94432974  0.94276482]
 [ 0.94432974  0.94276482]
 [ 0.94432974  0.94276482]
 [ 0.94432974  0.94276482]]
Error: 0.5
[[ 0.17056294  0.17056294  0.17056294  0.17056294]
 [ 0.09607915  0.09607915  0.09607915  0.09607915]] 
 [[ 0.94484466  0.94327241]
 [ 0.94484466  0.94327241]
 [ 0.94484466  0.94327241]
 [ 0.94484466  0.94327241]]
Error: 0.5
[[ 0.17069775  0.17069775  0.17069775  0.17069775]
 [ 0.09617031  0.09617031  0.09617031  0.09617031]] 
 [[ 0.9453584   0.94377881]
 [ 0.9453584   0.94377881]
 [ 0.9453584   0.94377881]
 [ 0.9453584   0.94377881]]
Error: 0.5
[[ 0.17083223  0.17083223  0.17083223  0.17083223]
 [ 0.0962613   0.0962613   0.0962613   0.0962613 ]] 
 [[ 0.945871    0.94428408]
 [ 0.945871    0.94428408]
 [ 0.945871    0.94428408]
 [ 0.945871    0.94428408]]
Error: 0.5
[[ 0.17096639  0.17096639  0.17096639  0.17096639]
 [ 0.0963521   0.0963521   0.0963521   0.0963521 ]] 
 [[ 0.9463824   0.94478822]
 [ 0.9463824   0.94478822]
 [ 0.9463824   0.94478822]
 [ 0.9463824   0.94478822]]
Error: 0.5
[[ 0.17110023  0.17110023  0.17110023  0.17110023]
 [ 0.09644272  0.09644272  0.09644272  0.09644272]] 
 [[ 0.94689268  0.94529122]
 [ 0.94689268  0.94529122]
 [ 0.94689268  0.94529122]
 [ 0.94689268  0.94529122]]
Error: 0.5
[[ 0.17123374  0.17123374  0.17123374  0.17123374]
 [ 0.09653316  0.09653316  0.09653316  0.09653316]] 
 [[ 0.94740182  0.94579303]
 [ 0.94740182  0.94579303]
 [ 0.94740182  0.94579303]
 [ 0.94740182  0.94579303]]
Error: 0.5
[[ 0.17136693  0.17136693  0.17136693  0.17136693]
 [ 0.09662341  0.09662341  0.09662341  0.09662341]] 
 [[ 0.94790983  0.94629371]
 [ 0.94790983  0.94629371]
 [ 0.94790983  0.94629371]
 [ 0.94790983  0.94629371]]
Error: 0.5
[[ 0.1714998   0.1714998   0.1714998   0.1714998 ]
 [ 0.09671348  0.09671348  0.09671348  0.09671348]] 
 [[ 0.94841671  0.94679326]
 [ 0.94841671  0.94679326]
 [ 0.94841671  0.94679326]
 [ 0.94841671  0.94679326]]
Error: 0.5
[[ 0.17163235  0.17163235  0.17163235  0.17163235]
 [ 0.09680337  0.09680337  0.09680337  0.09680337]] 
 [[ 0.94892246  0.94729173]
 [ 0.94892246  0.94729173]
 [ 0.94892246  0.94729173]
 [ 0.94892246  0.94729173]]
Error: 0.5
[[ 0.17176458  0.17176458  0.17176458  0.17176458]
 [ 0.09689309  0.09689309  0.09689309  0.09689309]] 
 [[ 0.94942707  0.94778907]
 [ 0.94942707  0.94778907]
 [ 0.94942707  0.94778907]
 [ 0.94942707  0.94778907]]
Error: 0.5
[[ 0.1718965   0.1718965   0.1718965   0.1718965 ]
 [ 0.09698262  0.09698262  0.09698262  0.09698262]] 
 [[ 0.94993055  0.94828528]
 [ 0.94993055  0.94828528]
 [ 0.94993055  0.94828528]
 [ 0.94993055  0.94828528]]
Error: 0.5
[[ 0.17202811  0.17202811  0.17202811  0.17202811]
 [ 0.09707198  0.09707198  0.09707198  0.09707198]] 
 [[ 0.9504329   0.94878036]
 [ 0.9504329   0.94878036]
 [ 0.9504329   0.94878036]
 [ 0.9504329   0.94878036]]
Error: 0.5
[[ 0.1721594   0.1721594   0.1721594   0.1721594 ]
 [ 0.09716116  0.09716116  0.09716116  0.09716116]] 
 [[ 0.95093411  0.94927436]
 [ 0.95093411  0.94927436]
 [ 0.95093411  0.94927436]
 [ 0.95093411  0.94927436]]
Error: 0.5
[[ 0.17229038  0.17229038  0.17229038  0.17229038]
 [ 0.09725016  0.09725016  0.09725016  0.09725016]] 
 [[ 0.95143425  0.94976723]
 [ 0.95143425  0.94976723]
 [ 0.95143425  0.94976723]
 [ 0.95143425  0.94976723]]
Error: 0.5
[[ 0.17242105  0.17242105  0.17242105  0.17242105]
 [ 0.09733899  0.09733899  0.09733899  0.09733899]] 
 [[ 0.95193326  0.95025903]
 [ 0.95193326  0.95025903]
 [ 0.95193326  0.95025903]
 [ 0.95193326  0.95025903]]
Error: 0.5
[[ 0.17255141  0.17255141  0.17255141  0.17255141]
 [ 0.09742764  0.09742764  0.09742764  0.09742764]] 
 [[ 0.9524312   0.95074975]
 [ 0.9524312   0.95074975]
 [ 0.9524312   0.95074975]
 [ 0.9524312   0.95074975]]
Error: 0.5
[[ 0.17268145  0.17268145  0.17268145  0.17268145]
 [ 0.09751612  0.09751612  0.09751612  0.09751612]] 
 [[ 0.95292801  0.95123935]
 [ 0.95292801  0.95123935]
 [ 0.95292801  0.95123935]
 [ 0.95292801  0.95123935]]
Error: 0.5
[[ 0.17281118  0.17281118  0.17281118  0.17281118]
 [ 0.09760442  0.09760442  0.09760442  0.09760442]] 
 [[ 0.95342374  0.95172787]
 [ 0.95342374  0.95172787]
 [ 0.95342374  0.95172787]
 [ 0.95342374  0.95172787]]
Error: 0.5
[[ 0.17294061  0.17294061  0.17294061  0.17294061]
 [ 0.09769256  0.09769256  0.09769256  0.09769256]] 
 [[ 0.9539184   0.95221531]
 [ 0.9539184   0.95221531]
 [ 0.9539184   0.95221531]
 [ 0.9539184   0.95221531]]
Error: 0.5
[[ 0.17306973  0.17306973  0.17306973  0.17306973]
 [ 0.09778052  0.09778052  0.09778052  0.09778052]] 
 [[ 0.95441198  0.95270169]
 [ 0.95441198  0.95270169]
 [ 0.95441198  0.95270169]
 [ 0.95441198  0.95270169]]
Error: 0.5
[[ 0.17319855  0.17319855  0.17319855  0.17319855]
 [ 0.09786831  0.09786831  0.09786831  0.09786831]] 
 [[ 0.9549045   0.95318699]
 [ 0.9549045   0.95318699]
 [ 0.9549045   0.95318699]
 [ 0.9549045   0.95318699]]
Error: 0.5
[[ 0.17332707  0.17332707  0.17332707  0.17332707]
 [ 0.09795593  0.09795593  0.09795593  0.09795593]] 
 [[ 0.95539594  0.95367122]
 [ 0.95539594  0.95367122]
 [ 0.95539594  0.95367122]
 [ 0.95539594  0.95367122]]
Error: 0.5
[[ 0.1734553   0.1734553   0.1734553   0.1734553 ]
 [ 0.09804337  0.09804337  0.09804337  0.09804337]] 
 [[ 0.9558863   0.95415437]
 [ 0.9558863   0.95415437]
 [ 0.9558863   0.95415437]
 [ 0.9558863   0.95415437]]
Error: 0.5
[[ 0.17358321  0.17358321  0.17358321  0.17358321]
 [ 0.09813065  0.09813065  0.09813065  0.09813065]] 
 [[ 0.9563756   0.95463651]
 [ 0.9563756   0.95463651]
 [ 0.9563756   0.95463651]
 [ 0.9563756   0.95463651]]
Error: 0.5
[[ 0.17371082  0.17371082  0.17371082  0.17371082]
 [ 0.09821776  0.09821776  0.09821776  0.09821776]] 
 [[ 0.95686382  0.95511758]
 [ 0.95686382  0.95511758]
 [ 0.95686382  0.95511758]
 [ 0.95686382  0.95511758]]
Error: 0.5
[[ 0.17383814  0.17383814  0.17383814  0.17383814]
 [ 0.09830469  0.09830469  0.09830469  0.09830469]] 
 [[ 0.95735097  0.95559758]
 [ 0.95735097  0.95559758]
 [ 0.95735097  0.95559758]
 [ 0.95735097  0.95559758]]
Error: 0.5
[[ 0.17396517  0.17396517  0.17396517  0.17396517]
 [ 0.09839146  0.09839146  0.09839146  0.09839146]] 
 [[ 0.9578371   0.95607656]
 [ 0.9578371   0.95607656]
 [ 0.9578371   0.95607656]
 [ 0.9578371   0.95607656]]
Error: 0.5
[[ 0.17409191  0.17409191  0.17409191  0.17409191]
 [ 0.09847806  0.09847806  0.09847806  0.09847806]] 
 [[ 0.95832217  0.95655453]
 [ 0.95832217  0.95655453]
 [ 0.95832217  0.95655453]
 [ 0.95832217  0.95655453]]
Error: 0.5
[[ 0.17421834  0.17421834  0.17421834  0.17421834]
 [ 0.09856449  0.09856449  0.09856449  0.09856449]] 
 [[ 0.95880622  0.95703143]
 [ 0.95880622  0.95703143]
 [ 0.95880622  0.95703143]
 [ 0.95880622  0.95703143]]
Error: 0.5
[[ 0.17434448  0.17434448  0.17434448  0.17434448]
 [ 0.09865076  0.09865076  0.09865076  0.09865076]] 
 [[ 0.95928919  0.95750731]
 [ 0.95928919  0.95750731]
 [ 0.95928919  0.95750731]
 [ 0.95928919  0.95750731]]
Error: 0.5
[[ 0.17447034  0.17447034  0.17447034  0.17447034]
 [ 0.09873686  0.09873686  0.09873686  0.09873686]] 
 [[ 0.95977116  0.95798218]
 [ 0.95977116  0.95798218]
 [ 0.95977116  0.95798218]
 [ 0.95977116  0.95798218]]
Error: 0.5
[[ 0.17459589  0.17459589  0.17459589  0.17459589]
 [ 0.09882279  0.09882279  0.09882279  0.09882279]] 
 [[ 0.96025211  0.95845604]
 [ 0.96025211  0.95845604]
 [ 0.96025211  0.95845604]
 [ 0.96025211  0.95845604]]
Error: 0.5
[[ 0.17472117  0.17472117  0.17472117  0.17472117]
 [ 0.09890857  0.09890857  0.09890857  0.09890857]] 
 [[ 0.96073198  0.95892888]
 [ 0.96073198  0.95892888]
 [ 0.96073198  0.95892888]
 [ 0.96073198  0.95892888]]
Error: 0.5
[[ 0.17484616  0.17484616  0.17484616  0.17484616]
 [ 0.09899417  0.09899417  0.09899417  0.09899417]] 
 [[ 0.96121085  0.95940071]
 [ 0.96121085  0.95940071]
 [ 0.96121085  0.95940071]
 [ 0.96121085  0.95940071]]
Error: 0.5
[[ 0.17497085  0.17497085  0.17497085  0.17497085]
 [ 0.09907962  0.09907962  0.09907962  0.09907962]] 
 [[ 0.9616887   0.95987153]
 [ 0.9616887   0.95987153]
 [ 0.9616887   0.95987153]
 [ 0.9616887   0.95987153]]
Error: 0.5
[[ 0.17509526  0.17509526  0.17509526  0.17509526]
 [ 0.0991649   0.0991649   0.0991649   0.0991649 ]] 
 [[ 0.96216553  0.96034133]
 [ 0.96216553  0.96034133]
 [ 0.96216553  0.96034133]
 [ 0.96216553  0.96034133]]
Error: 0.5
[[ 0.17521939  0.17521939  0.17521939  0.17521939]
 [ 0.09925002  0.09925002  0.09925002  0.09925002]] 
 [[ 0.96264136  0.96081012]
 [ 0.96264136  0.96081012]
 [ 0.96264136  0.96081012]
 [ 0.96264136  0.96081012]]
Error: 0.5
[[ 0.17534323  0.17534323  0.17534323  0.17534323]
 [ 0.09933498  0.09933498  0.09933498  0.09933498]] 
 [[ 0.96311623  0.9612779 ]
 [ 0.96311623  0.9612779 ]
 [ 0.96311623  0.9612779 ]
 [ 0.96311623  0.9612779 ]]
Error: 0.5
[[ 0.17546679  0.17546679  0.17546679  0.17546679]
 [ 0.09941977  0.09941977  0.09941977  0.09941977]] 
 [[ 0.96359009  0.96174473]
 [ 0.96359009  0.96174473]
 [ 0.96359009  0.96174473]
 [ 0.96359009  0.96174473]]
Error: 0.5
[[ 0.17559007  0.17559007  0.17559007  0.17559007]
 [ 0.09950441  0.09950441  0.09950441  0.09950441]] 
 [[ 0.96406293  0.96221054]
 [ 0.96406293  0.96221054]
 [ 0.96406293  0.96221054]
 [ 0.96406293  0.96221054]]
Error: 0.5
[[ 0.17571306  0.17571306  0.17571306  0.17571306]
 [ 0.09958889  0.09958889  0.09958889  0.09958889]] 
 [[ 0.96453476  0.96267539]
 [ 0.96453476  0.96267539]
 [ 0.96453476  0.96267539]
 [ 0.96453476  0.96267539]]
Error: 0.5
[[ 0.17583579  0.17583579  0.17583579  0.17583579]
 [ 0.0996732   0.0996732   0.0996732   0.0996732 ]] 
 [[ 0.96500564  0.96313924]
 [ 0.96500564  0.96313924]
 [ 0.96500564  0.96313924]
 [ 0.96500564  0.96313924]]
Error: 0.5
[[ 0.17595823  0.17595823  0.17595823  0.17595823]
 [ 0.09975737  0.09975737  0.09975737  0.09975737]] 
 [[ 0.9654755   0.96360213]
 [ 0.9654755   0.96360213]
 [ 0.9654755   0.96360213]
 [ 0.9654755   0.96360213]]
Error: 0.5
[[ 0.17608039  0.17608039  0.17608039  0.17608039]
 [ 0.09984137  0.09984137  0.09984137  0.09984137]] 
 [[ 0.96594441  0.964064  ]
 [ 0.96594441  0.964064  ]
 [ 0.96594441  0.964064  ]
 [ 0.96594441  0.964064  ]]
Error: 0.5
[[ 0.17620228  0.17620228  0.17620228  0.17620228]
 [ 0.09992521  0.09992521  0.09992521  0.09992521]] 
 [[ 0.96641237  0.96452492]
 [ 0.96641237  0.96452492]
 [ 0.96641237  0.96452492]
 [ 0.96641237  0.96452492]]
Error: 0.5
[[ 0.17632391  0.17632391  0.17632391  0.17632391]
 [ 0.1000089   0.1000089   0.1000089   0.1000089 ]] 
 [[ 0.96687931  0.96498489]
 [ 0.96687931  0.96498489]
 [ 0.96687931  0.96498489]
 [ 0.96687931  0.96498489]]
Error: 0.5
[[ 0.17644525  0.17644525  0.17644525  0.17644525]
 [ 0.10009243  0.10009243  0.10009243  0.10009243]] 
 [[ 0.9673453   0.96544391]
 [ 0.9673453   0.96544391]
 [ 0.9673453   0.96544391]
 [ 0.9673453   0.96544391]]
Error: 0.5
[[ 0.17656632  0.17656632  0.17656632  0.17656632]
 [ 0.10017581  0.10017581  0.10017581  0.10017581]] 
 [[ 0.96781033  0.96590197]
 [ 0.96781033  0.96590197]
 [ 0.96781033  0.96590197]
 [ 0.96781033  0.96590197]]
Error: 0.5
[[ 0.17668712  0.17668712  0.17668712  0.17668712]
 [ 0.10025903  0.10025903  0.10025903  0.10025903]] 
 [[ 0.96827441  0.96635908]
 [ 0.96827441  0.96635908]
 [ 0.96827441  0.96635908]
 [ 0.96827441  0.96635908]]
Error: 0.5
[[ 0.17680766  0.17680766  0.17680766  0.17680766]
 [ 0.10034209  0.10034209  0.10034209  0.10034209]] 
 [[ 0.96873754  0.96681523]
 [ 0.96873754  0.96681523]
 [ 0.96873754  0.96681523]
 [ 0.96873754  0.96681523]]
Error: 0.5
[[ 0.17692791  0.17692791  0.17692791  0.17692791]
 [ 0.100425    0.100425    0.100425    0.100425  ]] 
 [[ 0.96919972  0.96727043]
 [ 0.96919972  0.96727043]
 [ 0.96919972  0.96727043]
 [ 0.96919972  0.96727043]]
Error: 0.5
[[ 0.17704789  0.17704789  0.17704789  0.17704789]
 [ 0.10050777  0.10050777  0.10050777  0.10050777]] 
 [[ 0.96966094  0.96772468]
 [ 0.96966094  0.96772468]
 [ 0.96966094  0.96772468]
 [ 0.96966094  0.96772468]]
Error: 0.5
[[ 0.17716762  0.17716762  0.17716762  0.17716762]
 [ 0.10059037  0.10059037  0.10059037  0.10059037]] 
 [[ 0.9701212   0.96817797]
 [ 0.9701212   0.96817797]
 [ 0.9701212   0.96817797]
 [ 0.9701212   0.96817797]]
Error: 0.5
[[ 0.17728709  0.17728709  0.17728709  0.17728709]
 [ 0.10067283  0.10067283  0.10067283  0.10067283]] 
 [[ 0.97058052  0.96863037]
 [ 0.97058052  0.96863037]
 [ 0.97058052  0.96863037]
 [ 0.97058052  0.96863037]]
Error: 0.5
[[ 0.17740628  0.17740628  0.17740628  0.17740628]
 [ 0.10075513  0.10075513  0.10075513  0.10075513]] 
 [[ 0.97103888  0.96908182]
 [ 0.97103888  0.96908182]
 [ 0.97103888  0.96908182]
 [ 0.97103888  0.96908182]]
Error: 0.5
[[ 0.17752521  0.17752521  0.17752521  0.17752521]
 [ 0.10083728  0.10083728  0.10083728  0.10083728]] 
 [[ 0.97149634  0.96953237]
 [ 0.97149634  0.96953237]
 [ 0.97149634  0.96953237]
 [ 0.97149634  0.96953237]]
Error: 0.5
[[ 0.17764388  0.17764388  0.17764388  0.17764388]
 [ 0.10091928  0.10091928  0.10091928  0.10091928]] 
 [[ 0.97195286  0.96998197]
 [ 0.97195286  0.96998197]
 [ 0.97195286  0.96998197]
 [ 0.97195286  0.96998197]]
Error: 0.5
[[ 0.17776228  0.17776228  0.17776228  0.17776228]
 [ 0.10100112  0.10100112  0.10100112  0.10100112]] 
 [[ 0.97240841  0.97043067]
 [ 0.97240841  0.97043067]
 [ 0.97240841  0.97043067]
 [ 0.97240841  0.97043067]]
Error: 0.5
[[ 0.17788042  0.17788042  0.17788042  0.17788042]
 [ 0.10108282  0.10108282  0.10108282  0.10108282]] 
 [[ 0.97286308  0.97087842]
 [ 0.97286308  0.97087842]
 [ 0.97286308  0.97087842]
 [ 0.97286308  0.97087842]]
Error: 0.5
[[ 0.1779983   0.1779983   0.1779983   0.1779983 ]
 [ 0.10116436  0.10116436  0.10116436  0.10116436]] 
 [[ 0.97331679  0.97132528]
 [ 0.97331679  0.97132528]
 [ 0.97331679  0.97132528]
 [ 0.97331679  0.97132528]]
Error: 0.5
[[ 0.17811593  0.17811593  0.17811593  0.17811593]
 [ 0.10124576  0.10124576  0.10124576  0.10124576]] 
 [[ 0.97376961  0.97177124]
 [ 0.97376961  0.97177124]
 [ 0.97376961  0.97177124]
 [ 0.97376961  0.97177124]]
Error: 0.5
[[ 0.1782333   0.1782333   0.1782333   0.1782333 ]
 [ 0.10132701  0.10132701  0.10132701  0.10132701]] 
 [[ 0.97422153  0.97221631]
 [ 0.97422153  0.97221631]
 [ 0.97422153  0.97221631]
 [ 0.97422153  0.97221631]]
Error: 0.5
[[ 0.1783504   0.1783504   0.1783504   0.1783504 ]
 [ 0.10140812  0.10140812  0.10140812  0.10140812]] 
 [[ 0.97467256  0.97266042]
 [ 0.97467256  0.97266042]
 [ 0.97467256  0.97266042]
 [ 0.97467256  0.97266042]]
Error: 0.5
[[ 0.17846726  0.17846726  0.17846726  0.17846726]
 [ 0.10148907  0.10148907  0.10148907  0.10148907]] 
 [[ 0.97512263  0.97310364]
 [ 0.97512263  0.97310364]
 [ 0.97512263  0.97310364]
 [ 0.97512263  0.97310364]]
Error: 0.5
[[ 0.17858386  0.17858386  0.17858386  0.17858386]
 [ 0.10156988  0.10156988  0.10156988  0.10156988]] 
 [[ 0.97557181  0.97354597]
 [ 0.97557181  0.97354597]
 [ 0.97557181  0.97354597]
 [ 0.97557181  0.97354597]]
Error: 0.5
[[ 0.17870021  0.17870021  0.17870021  0.17870021]
 [ 0.10165055  0.10165055  0.10165055  0.10165055]] 
 [[ 0.9760201  0.9739874]
 [ 0.9760201  0.9739874]
 [ 0.9760201  0.9739874]
 [ 0.9760201  0.9739874]]
Error: 0.5
[[ 0.1788163   0.1788163   0.1788163   0.1788163 ]
 [ 0.10173107  0.10173107  0.10173107  0.10173107]] 
 [[ 0.97646749  0.97442794]
 [ 0.97646749  0.97442794]
 [ 0.97646749  0.97442794]
 [ 0.97646749  0.97442794]]
Error: 0.5
[[ 0.17893215  0.17893215  0.17893215  0.17893215]
 [ 0.10181145  0.10181145  0.10181145  0.10181145]] 
 [[ 0.97691399  0.97486764]
 [ 0.97691399  0.97486764]
 [ 0.97691399  0.97486764]
 [ 0.97691399  0.97486764]]
Error: 0.5
[[ 0.17904773  0.17904773  0.17904773  0.17904773]
 [ 0.10189167  0.10189167  0.10189167  0.10189167]] 
 [[ 0.97735959  0.97530645]
 [ 0.97735959  0.97530645]
 [ 0.97735959  0.97530645]
 [ 0.97735959  0.97530645]]
Error: 0.5
[[ 0.17916307  0.17916307  0.17916307  0.17916307]
 [ 0.10197176  0.10197176  0.10197176  0.10197176]] 
 [[ 0.9778043   0.97574437]
 [ 0.9778043   0.97574437]
 [ 0.9778043   0.97574437]
 [ 0.9778043   0.97574437]]
Error: 0.5
[[ 0.17927815  0.17927815  0.17927815  0.17927815]
 [ 0.1020517   0.1020517   0.1020517   0.1020517 ]] 
 [[ 0.97824818  0.97618139]
 [ 0.97824818  0.97618139]
 [ 0.97824818  0.97618139]
 [ 0.97824818  0.97618139]]
Error: 0.5
[[ 0.17939299  0.17939299  0.17939299  0.17939299]
 [ 0.10213149  0.10213149  0.10213149  0.10213149]] 
 [[ 0.97869116  0.97661757]
 [ 0.97869116  0.97661757]
 [ 0.97869116  0.97661757]
 [ 0.97869116  0.97661757]]
Error: 0.5
[[ 0.17950758  0.17950758  0.17950758  0.17950758]
 [ 0.10221115  0.10221115  0.10221115  0.10221115]] 
 [[ 0.97913325  0.97705287]
 [ 0.97913325  0.97705287]
 [ 0.97913325  0.97705287]
 [ 0.97913325  0.97705287]]
Error: 0.5
[[ 0.17962193  0.17962193  0.17962193  0.17962193]
 [ 0.10229066  0.10229066  0.10229066  0.10229066]] 
 [[ 0.9795745   0.97748733]
 [ 0.9795745   0.97748733]
 [ 0.9795745   0.97748733]
 [ 0.9795745   0.97748733]]
Error: 0.5
[[ 0.17973603  0.17973603  0.17973603  0.17973603]
 [ 0.10237003  0.10237003  0.10237003  0.10237003]] 
 [[ 0.98001486  0.97792089]
 [ 0.98001486  0.97792089]
 [ 0.98001486  0.97792089]
 [ 0.98001486  0.97792089]]
Error: 0.5
[[ 0.17984989  0.17984989  0.17984989  0.17984989]
 [ 0.10244926  0.10244926  0.10244926  0.10244926]] 
 [[ 0.98045433  0.97835362]
 [ 0.98045433  0.97835362]
 [ 0.98045433  0.97835362]
 [ 0.98045433  0.97835362]]
Error: 0.5
[[ 0.1799635   0.1799635   0.1799635   0.1799635 ]
 [ 0.10252835  0.10252835  0.10252835  0.10252835]] 
 [[ 0.98089296  0.97878551]
 [ 0.98089296  0.97878551]
 [ 0.98089296  0.97878551]
 [ 0.98089296  0.97878551]]
Error: 0.5
[[ 0.18007687  0.18007687  0.18007687  0.18007687]
 [ 0.10260729  0.10260729  0.10260729  0.10260729]] 
 [[ 0.98133075  0.97921652]
 [ 0.98133075  0.97921652]
 [ 0.98133075  0.97921652]
 [ 0.98133075  0.97921652]]
Error: 0.5
[[ 0.18019    0.18019    0.18019    0.18019  ]
 [ 0.1026861  0.1026861  0.1026861  0.1026861]] 
 [[ 0.98176765  0.97964668]
 [ 0.98176765  0.97964668]
 [ 0.98176765  0.97964668]
 [ 0.98176765  0.97964668]]
Error: 0.5
[[ 0.18030289  0.18030289  0.18030289  0.18030289]
 [ 0.10276477  0.10276477  0.10276477  0.10276477]] 
 [[ 0.98220372  0.98007601]
 [ 0.98220372  0.98007601]
 [ 0.98220372  0.98007601]
 [ 0.98220372  0.98007601]]
Error: 0.5
[[ 0.18041554  0.18041554  0.18041554  0.18041554]
 [ 0.1028433   0.1028433   0.1028433   0.1028433 ]] 
 [[ 0.98263896  0.98050451]
 [ 0.98263896  0.98050451]
 [ 0.98263896  0.98050451]
 [ 0.98263896  0.98050451]]
Error: 0.5
[[ 0.18052794  0.18052794  0.18052794  0.18052794]
 [ 0.10292169  0.10292169  0.10292169  0.10292169]] 
 [[ 0.98307329  0.98093218]
 [ 0.98307329  0.98093218]
 [ 0.98307329  0.98093218]
 [ 0.98307329  0.98093218]]
Error: 0.5
[[ 0.1806401   0.1806401   0.1806401   0.1806401 ]
 [ 0.10299995  0.10299995  0.10299995  0.10299995]] 
 [[ 0.9835068  0.981359 ]
 [ 0.9835068  0.981359 ]
 [ 0.9835068  0.981359 ]
 [ 0.9835068  0.981359 ]]
Error: 0.5
[[ 0.18075204  0.18075204  0.18075204  0.18075204]
 [ 0.10307807  0.10307807  0.10307807  0.10307807]] 
 [[ 0.98393947  0.981785  ]
 [ 0.98393947  0.981785  ]
 [ 0.98393947  0.981785  ]
 [ 0.98393947  0.981785  ]]
Error: 0.5
[[ 0.18086374  0.18086374  0.18086374  0.18086374]
 [ 0.10315605  0.10315605  0.10315605  0.10315605]] 
 [[ 0.9843713   0.98221016]
 [ 0.9843713   0.98221016]
 [ 0.9843713   0.98221016]
 [ 0.9843713   0.98221016]]
Error: 0.5
[[ 0.1809752   0.1809752   0.1809752   0.1809752 ]
 [ 0.10323389  0.10323389  0.10323389  0.10323389]] 
 [[ 0.98480231  0.98263448]
 [ 0.98480231  0.98263448]
 [ 0.98480231  0.98263448]
 [ 0.98480231  0.98263448]]
Error: 0.5
[[ 0.18108642  0.18108642  0.18108642  0.18108642]
 [ 0.1033116   0.1033116   0.1033116   0.1033116 ]] 
 [[ 0.98523247  0.98305798]
 [ 0.98523247  0.98305798]
 [ 0.98523247  0.98305798]
 [ 0.98523247  0.98305798]]
Error: 0.5
[[ 0.1811974   0.1811974   0.1811974   0.1811974 ]
 [ 0.10338917  0.10338917  0.10338917  0.10338917]] 
 [[ 0.9856618   0.98348063]
 [ 0.9856618   0.98348063]
 [ 0.9856618   0.98348063]
 [ 0.9856618   0.98348063]]
Error: 0.5
[[ 0.18130817  0.18130817  0.18130817  0.18130817]
 [ 0.1034666   0.1034666   0.1034666   0.1034666 ]] 
 [[ 0.98609036  0.98390251]
 [ 0.98609036  0.98390251]
 [ 0.98609036  0.98390251]
 [ 0.98609036  0.98390251]]
Error: 0.5
[[ 0.18141869  0.18141869  0.18141869  0.18141869]
 [ 0.1035439   0.1035439   0.1035439   0.1035439 ]] 
 [[ 0.98651809  0.98432356]
 [ 0.98651809  0.98432356]
 [ 0.98651809  0.98432356]
 [ 0.98651809  0.98432356]]
Error: 0.5
[[ 0.18152899  0.18152899  0.18152899  0.18152899]
 [ 0.10362107  0.10362107  0.10362107  0.10362107]] 
 [[ 0.98694497  0.98474383]
 [ 0.98694497  0.98474383]
 [ 0.98694497  0.98474383]
 [ 0.98694497  0.98474383]]
Error: 0.5
[[ 0.18163905  0.18163905  0.18163905  0.18163905]
 [ 0.1036981   0.1036981   0.1036981   0.1036981 ]] 
 [[ 0.98737103  0.98516327]
 [ 0.98737103  0.98516327]
 [ 0.98737103  0.98516327]
 [ 0.98737103  0.98516327]]
Error: 0.5
[[ 0.18174888  0.18174888  0.18174888  0.18174888]
 [ 0.10377499  0.10377499  0.10377499  0.10377499]] 
 [[ 0.98779631  0.98558187]
 [ 0.98779631  0.98558187]
 [ 0.98779631  0.98558187]
 [ 0.98779631  0.98558187]]
Error: 0.5
[[ 0.18185848  0.18185848  0.18185848  0.18185848]
 [ 0.10385176  0.10385176  0.10385176  0.10385176]] 
 [[ 0.98822075  0.9859997 ]
 [ 0.98822075  0.9859997 ]
 [ 0.98822075  0.9859997 ]
 [ 0.98822075  0.9859997 ]]
Error: 0.5
[[ 0.18196785  0.18196785  0.18196785  0.18196785]
 [ 0.10392839  0.10392839  0.10392839  0.10392839]] 
 [[ 0.98864442  0.98641676]
 [ 0.98864442  0.98641676]
 [ 0.98864442  0.98641676]
 [ 0.98864442  0.98641676]]
Error: 0.5
[[ 0.18207701  0.18207701  0.18207701  0.18207701]
 [ 0.1040049   0.1040049   0.1040049   0.1040049 ]] 
 [[ 0.98906726  0.98683298]
 [ 0.98906726  0.98683298]
 [ 0.98906726  0.98683298]
 [ 0.98906726  0.98683298]]
Error: 0.5
[[ 0.18218593  0.18218593  0.18218593  0.18218593]
 [ 0.10408127  0.10408127  0.10408127  0.10408127]] 
 [[ 0.98948932  0.98724842]
 [ 0.98948932  0.98724842]
 [ 0.98948932  0.98724842]
 [ 0.98948932  0.98724842]]
Error: 0.5
[[ 0.18229464  0.18229464  0.18229464  0.18229464]
 [ 0.10415751  0.10415751  0.10415751  0.10415751]] 
 [[ 0.98991054  0.98766309]
 [ 0.98991054  0.98766309]
 [ 0.98991054  0.98766309]
 [ 0.98991054  0.98766309]]
Error: 0.5
[[ 0.18240312  0.18240312  0.18240312  0.18240312]
 [ 0.10423362  0.10423362  0.10423362  0.10423362]] 
 [[ 0.99033099  0.98807698]
 [ 0.99033099  0.98807698]
 [ 0.99033099  0.98807698]
 [ 0.99033099  0.98807698]]
Error: 0.5
[[ 0.18251136  0.18251136  0.18251136  0.18251136]
 [ 0.1043096   0.1043096   0.1043096   0.1043096 ]] 
 [[ 0.99075067  0.98849005]
 [ 0.99075067  0.98849005]
 [ 0.99075067  0.98849005]
 [ 0.99075067  0.98849005]]
Error: 0.5
[[ 0.18261938  0.18261938  0.18261938  0.18261938]
 [ 0.10438544  0.10438544  0.10438544  0.10438544]] 
 [[ 0.99116957  0.98890233]
 [ 0.99116957  0.98890233]
 [ 0.99116957  0.98890233]
 [ 0.99116957  0.98890233]]
Error: 0.5
[[ 0.18272719  0.18272719  0.18272719  0.18272719]
 [ 0.10446116  0.10446116  0.10446116  0.10446116]] 
 [[ 0.99158764  0.98931384]
 [ 0.99158764  0.98931384]
 [ 0.99158764  0.98931384]
 [ 0.99158764  0.98931384]]
Error: 0.5
[[ 0.18283477  0.18283477  0.18283477  0.18283477]
 [ 0.10453675  0.10453675  0.10453675  0.10453675]] 
 [[ 0.99200493  0.98972458]
 [ 0.99200493  0.98972458]
 [ 0.99200493  0.98972458]
 [ 0.99200493  0.98972458]]
Error: 0.5
[[ 0.18294214  0.18294214  0.18294214  0.18294214]
 [ 0.10461221  0.10461221  0.10461221  0.10461221]] 
 [[ 0.99242145  0.99013454]
 [ 0.99242145  0.99013454]
 [ 0.99242145  0.99013454]
 [ 0.99242145  0.99013454]]
Error: 0.5
[[ 0.18304928  0.18304928  0.18304928  0.18304928]
 [ 0.10468754  0.10468754  0.10468754  0.10468754]] 
 [[ 0.99283719  0.99054372]
 [ 0.99283719  0.99054372]
 [ 0.99283719  0.99054372]
 [ 0.99283719  0.99054372]]
Error: 0.5
[[ 0.18315619  0.18315619  0.18315619  0.18315619]
 [ 0.10476275  0.10476275  0.10476275  0.10476275]] 
 [[ 0.99325216  0.99095213]
 [ 0.99325216  0.99095213]
 [ 0.99325216  0.99095213]
 [ 0.99325216  0.99095213]]
Error: 0.5
[[ 0.1832629   0.1832629   0.1832629   0.1832629 ]
 [ 0.10483783  0.10483783  0.10483783  0.10483783]] 
 [[ 0.99366635  0.99135983]
 [ 0.99366635  0.99135983]
 [ 0.99366635  0.99135983]
 [ 0.99366635  0.99135983]]
Error: 0.5
[[ 0.18336938  0.18336938  0.18336938  0.18336938]
 [ 0.10491278  0.10491278  0.10491278  0.10491278]] 
 [[ 0.99407977  0.99176675]
 [ 0.99407977  0.99176675]
 [ 0.99407977  0.99176675]
 [ 0.99407977  0.99176675]]
Error: 0.5
[[ 0.18347566  0.18347566  0.18347566  0.18347566]
 [ 0.10498761  0.10498761  0.10498761  0.10498761]] 
 [[ 0.99449241  0.9921729 ]
 [ 0.99449241  0.9921729 ]
 [ 0.99449241  0.9921729 ]
 [ 0.99449241  0.9921729 ]]
Error: 0.5
[[ 0.18358171  0.18358171  0.18358171  0.18358171]
 [ 0.10506231  0.10506231  0.10506231  0.10506231]] 
 [[ 0.99490434  0.99257827]
 [ 0.99490434  0.99257827]
 [ 0.99490434  0.99257827]
 [ 0.99490434  0.99257827]]
Error: 0.5
[[ 0.18368755  0.18368755  0.18368755  0.18368755]
 [ 0.10513688  0.10513688  0.10513688  0.10513688]] 
 [[ 0.99531549  0.99298292]
 [ 0.99531549  0.99298292]
 [ 0.99531549  0.99298292]
 [ 0.99531549  0.99298292]]
Error: 0.5
[[ 0.18379317  0.18379317  0.18379317  0.18379317]
 [ 0.10521132  0.10521132  0.10521132  0.10521132]] 
 [[ 0.99572587  0.99338681]
 [ 0.99572587  0.99338681]
 [ 0.99572587  0.99338681]
 [ 0.99572587  0.99338681]]
Error: 0.5
[[ 0.18389858  0.18389858  0.18389858  0.18389858]
 [ 0.10528564  0.10528564  0.10528564  0.10528564]] 
 [[ 0.99613547  0.99378997]
 [ 0.99613547  0.99378997]
 [ 0.99613547  0.99378997]
 [ 0.99613547  0.99378997]]
Error: 0.5
[[ 0.18400379  0.18400379  0.18400379  0.18400379]
 [ 0.10535984  0.10535984  0.10535984  0.10535984]] 
 [[ 0.99654436  0.99419236]
 [ 0.99654436  0.99419236]
 [ 0.99654436  0.99419236]
 [ 0.99654436  0.99419236]]
Error: 0.5
[[ 0.18410876  0.18410876  0.18410876  0.18410876]
 [ 0.10543391  0.10543391  0.10543391  0.10543391]] 
 [[ 0.99695247  0.99459404]
 [ 0.99695247  0.99459404]
 [ 0.99695247  0.99459404]
 [ 0.99695247  0.99459404]]
Error: 0.5
[[ 0.18421353  0.18421353  0.18421353  0.18421353]
 [ 0.10550786  0.10550786  0.10550786  0.10550786]] 
 [[ 0.99735987  0.99499494]
 [ 0.99735987  0.99499494]
 [ 0.99735987  0.99499494]
 [ 0.99735987  0.99499494]]
Error: 0.5
[[ 0.1843181   0.1843181   0.1843181   0.1843181 ]
 [ 0.10558169  0.10558169  0.10558169  0.10558169]] 
 [[ 0.99776649  0.99539512]
 [ 0.99776649  0.99539512]
 [ 0.99776649  0.99539512]
 [ 0.99776649  0.99539512]]
Error: 0.5
[[ 0.18442245  0.18442245  0.18442245  0.18442245]
 [ 0.10565539  0.10565539  0.10565539  0.10565539]] 
 [[ 0.9981724   0.99579453]
 [ 0.9981724   0.99579453]
 [ 0.9981724   0.99579453]
 [ 0.9981724   0.99579453]]
Error: 0.5
[[ 0.18452659  0.18452659  0.18452659  0.18452659]
 [ 0.10572897  0.10572897  0.10572897  0.10572897]] 
 [[ 0.99857754  0.99619323]
 [ 0.99857754  0.99619323]
 [ 0.99857754  0.99619323]
 [ 0.99857754  0.99619323]]
Error: 0.5
[[ 0.18463053  0.18463053  0.18463053  0.18463053]
 [ 0.10580242  0.10580242  0.10580242  0.10580242]] 
 [[ 0.99898195  0.99659121]
 [ 0.99898195  0.99659121]
 [ 0.99898195  0.99659121]
 [ 0.99898195  0.99659121]]
Error: 0.5
[[ 0.18473426  0.18473426  0.18473426  0.18473426]
 [ 0.10587576  0.10587576  0.10587576  0.10587576]] 
 [[ 0.99938565  0.99698848]
 [ 0.99938565  0.99698848]
 [ 0.99938565  0.99698848]
 [ 0.99938565  0.99698848]]
Error: 0.5
[[ 0.18483777  0.18483777  0.18483777  0.18483777]
 [ 0.10594898  0.10594898  0.10594898  0.10594898]] 
 [[ 0.99978858  0.99738503]
 [ 0.99978858  0.99738503]
 [ 0.99978858  0.99738503]
 [ 0.99978858  0.99738503]]
Error: 0.5
[[ 0.18494108  0.18494108  0.18494108  0.18494108]
 [ 0.10602207  0.10602207  0.10602207  0.10602207]] 
 [[ 1.00019085  0.9977808 ]
 [ 1.00019085  0.9977808 ]
 [ 1.00019085  0.9977808 ]
 [ 1.00019085  0.9977808 ]]
Error: 0.5
[[ 0.1850442   0.1850442   0.1850442   0.1850442 ]
 [ 0.10609504  0.10609504  0.10609504  0.10609504]] 
 [[ 1.00059235  0.99817586]
 [ 1.00059235  0.99817586]
 [ 1.00059235  0.99817586]
 [ 1.00059235  0.99817586]]
Error: 0.5
[[ 0.18514711  0.18514711  0.18514711  0.18514711]
 [ 0.10616789  0.10616789  0.10616789  0.10616789]] 
 [[ 1.00099313  0.9985702 ]
 [ 1.00099313  0.9985702 ]
 [ 1.00099313  0.9985702 ]
 [ 1.00099313  0.9985702 ]]
Error: 0.5
[[ 0.18524981  0.18524981  0.18524981  0.18524981]
 [ 0.10624062  0.10624062  0.10624062  0.10624062]] 
 [[ 1.0013932   0.99896383]
 [ 1.0013932   0.99896383]
 [ 1.0013932   0.99896383]
 [ 1.0013932   0.99896383]]
Error: 0.5
[[ 0.1853523   0.1853523   0.1853523   0.1853523 ]
 [ 0.10631324  0.10631324  0.10631324  0.10631324]] 
 [[ 1.00179255  0.99935675]
 [ 1.00179255  0.99935675]
 [ 1.00179255  0.99935675]
 [ 1.00179255  0.99935675]]
Error: 0.5
[[ 0.18545459  0.18545459  0.18545459  0.18545459]
 [ 0.10638573  0.10638573  0.10638573  0.10638573]] 
 [[ 1.00219119  0.99974895]
 [ 1.00219119  0.99974895]
 [ 1.00219119  0.99974895]
 [ 1.00219119  0.99974895]]
Error: 0.5
[[ 0.18555668  0.18555668  0.18555668  0.18555668]
 [ 0.10645811  0.10645811  0.10645811  0.10645811]] 
 [[ 1.00258911  1.00014043]
 [ 1.00258911  1.00014043]
 [ 1.00258911  1.00014043]
 [ 1.00258911  1.00014043]]
Error: 0.5
[[ 0.18565857  0.18565857  0.18565857  0.18565857]
 [ 0.10653036  0.10653036  0.10653036  0.10653036]] 
 [[ 1.00298631  1.0005312 ]
 [ 1.00298631  1.0005312 ]
 [ 1.00298631  1.0005312 ]
 [ 1.00298631  1.0005312 ]]
Error: 0.5
[[ 0.18576026  0.18576026  0.18576026  0.18576026]
 [ 0.1066025   0.1066025   0.1066025   0.1066025 ]] 
 [[ 1.0033828   1.00092137]
 [ 1.0033828   1.00092137]
 [ 1.0033828   1.00092137]
 [ 1.0033828   1.00092137]]
Error: 0.5
[[ 0.18586175  0.18586175  0.18586175  0.18586175]
 [ 0.10667451  0.10667451  0.10667451  0.10667451]] 
 [[ 1.00377858  1.00131083]
 [ 1.00377858  1.00131083]
 [ 1.00377858  1.00131083]
 [ 1.00377858  1.00131083]]
Error: 0.5
[[ 0.18596305  0.18596305  0.18596305  0.18596305]
 [ 0.10674642  0.10674642  0.10674642  0.10674642]] 
 [[ 1.00417364  1.00169957]
 [ 1.00417364  1.00169957]
 [ 1.00417364  1.00169957]
 [ 1.00417364  1.00169957]]
Error: 0.5
[[ 0.18606414  0.18606414  0.18606414  0.18606414]
 [ 0.10681821  0.10681821  0.10681821  0.10681821]] 
 [[ 1.00456798  1.00208759]
 [ 1.00456798  1.00208759]
 [ 1.00456798  1.00208759]
 [ 1.00456798  1.00208759]]
Error: 0.5
[[ 0.18616503  0.18616503  0.18616503  0.18616503]
 [ 0.10688987  0.10688987  0.10688987  0.10688987]] 
 [[ 1.00496161  1.0024749 ]
 [ 1.00496161  1.0024749 ]
 [ 1.00496161  1.0024749 ]
 [ 1.00496161  1.0024749 ]]
Error: 0.5
[[ 0.18626574  0.18626574  0.18626574  0.18626574]
 [ 0.10696143  0.10696143  0.10696143  0.10696143]] 
 [[ 1.00535452  1.0028615 ]
 [ 1.00535452  1.0028615 ]
 [ 1.00535452  1.0028615 ]
 [ 1.00535452  1.0028615 ]]
Error: 0.5
[[ 0.18636625  0.18636625  0.18636625  0.18636625]
 [ 0.10703287  0.10703287  0.10703287  0.10703287]] 
 [[ 1.00574684  1.0032475 ]
 [ 1.00574684  1.0032475 ]
 [ 1.00574684  1.0032475 ]
 [ 1.00574684  1.0032475 ]]
Error: 0.5
[[ 0.18646654  0.18646654  0.18646654  0.18646654]
 [ 0.10710419  0.10710419  0.10710419  0.10710419]] 
 [[ 1.00613844  1.00363278]
 [ 1.00613844  1.00363278]
 [ 1.00613844  1.00363278]
 [ 1.00613844  1.00363278]]
Error: 0.5
[[ 0.18656665  0.18656665  0.18656665  0.18656665]
 [ 0.10717539  0.10717539  0.10717539  0.10717539]] 
 [[ 1.00652933  1.00401735]
 [ 1.00652933  1.00401735]
 [ 1.00652933  1.00401735]
 [ 1.00652933  1.00401735]]
Error: 0.5
[[ 0.18666656  0.18666656  0.18666656  0.18666656]
 [ 0.10724649  0.10724649  0.10724649  0.10724649]] 
 [[ 1.0069195   1.00440121]
 [ 1.0069195   1.00440121]
 [ 1.0069195   1.00440121]
 [ 1.0069195   1.00440121]]
Error: 0.5
[[ 0.18676628  0.18676628  0.18676628  0.18676628]
 [ 0.10731747  0.10731747  0.10731747  0.10731747]] 
 [[ 1.00730896  1.00478446]
 [ 1.00730896  1.00478446]
 [ 1.00730896  1.00478446]
 [ 1.00730896  1.00478446]]
Error: 0.5
[[ 0.18686581  0.18686581  0.18686581  0.18686581]
 [ 0.10738833  0.10738833  0.10738833  0.10738833]] 
 [[ 1.00769782  1.00516701]
 [ 1.00769782  1.00516701]
 [ 1.00769782  1.00516701]
 [ 1.00769782  1.00516701]]
Error: 0.5
[[ 0.18696514  0.18696514  0.18696514  0.18696514]
 [ 0.10745908  0.10745908  0.10745908  0.10745908]] 
 [[ 1.00808597  1.00554883]
 [ 1.00808597  1.00554883]
 [ 1.00808597  1.00554883]
 [ 1.00808597  1.00554883]]
Error: 0.5
[[ 0.18706428  0.18706428  0.18706428  0.18706428]
 [ 0.10752972  0.10752972  0.10752972  0.10752972]] 
 [[ 1.0084734   1.00593007]
 [ 1.0084734   1.00593007]
 [ 1.0084734   1.00593007]
 [ 1.0084734   1.00593007]]
Error: 0.5
[[ 0.18716323  0.18716323  0.18716323  0.18716323]
 [ 0.10760025  0.10760025  0.10760025  0.10760025]] 
 [[ 1.00886023  1.00631058]
 [ 1.00886023  1.00631058]
 [ 1.00886023  1.00631058]
 [ 1.00886023  1.00631058]]
Error: 0.5
[[ 0.187262    0.187262    0.187262    0.187262  ]
 [ 0.10767066  0.10767066  0.10767066  0.10767066]] 
 [[ 1.00924635  1.0066905 ]
 [ 1.00924635  1.0066905 ]
 [ 1.00924635  1.0066905 ]
 [ 1.00924635  1.0066905 ]]
Error: 0.5
[[ 0.18736057  0.18736057  0.18736057  0.18736057]
 [ 0.10774095  0.10774095  0.10774095  0.10774095]] 
 [[ 1.00963175  1.00706971]
 [ 1.00963175  1.00706971]
 [ 1.00963175  1.00706971]
 [ 1.00963175  1.00706971]]
Error: 0.5
[[ 0.18745895  0.18745895  0.18745895  0.18745895]
 [ 0.10781114  0.10781114  0.10781114  0.10781114]] 
 [[ 1.01001656  1.0074482 ]
 [ 1.01001656  1.0074482 ]
 [ 1.01001656  1.0074482 ]
 [ 1.01001656  1.0074482 ]]
Error: 0.5
[[ 0.18755715  0.18755715  0.18755715  0.18755715]
 [ 0.10788121  0.10788121  0.10788121  0.10788121]] 
 [[ 1.01040065  1.00782609]
 [ 1.01040065  1.00782609]
 [ 1.01040065  1.00782609]
 [ 1.01040065  1.00782609]]
Error: 0.5
[[ 0.18765515  0.18765515  0.18765515  0.18765515]
 [ 0.10795117  0.10795117  0.10795117  0.10795117]] 
 [[ 1.01078415  1.00820327]
 [ 1.01078415  1.00820327]
 [ 1.01078415  1.00820327]
 [ 1.01078415  1.00820327]]
Error: 0.5
[[ 0.18775298  0.18775298  0.18775298  0.18775298]
 [ 0.10802102  0.10802102  0.10802102  0.10802102]] 
 [[ 1.01116693  1.00857985]
 [ 1.01116693  1.00857985]
 [ 1.01116693  1.00857985]
 [ 1.01116693  1.00857985]]
Error: 0.5
[[ 0.18785061  0.18785061  0.18785061  0.18785061]
 [ 0.10809077  0.10809077  0.10809077  0.10809077]] 
 [[ 1.011549    1.00895572]
 [ 1.011549    1.00895572]
 [ 1.011549    1.00895572]
 [ 1.011549    1.00895572]]
Error: 0.5
[[ 0.18794805  0.18794805  0.18794805  0.18794805]
 [ 0.1081604   0.1081604   0.1081604   0.1081604 ]] 
 [[ 1.01193047  1.00933099]
 [ 1.01193047  1.00933099]
 [ 1.01193047  1.00933099]
 [ 1.01193047  1.00933099]]
Error: 0.5
[[ 0.18804531  0.18804531  0.18804531  0.18804531]
 [ 0.10822992  0.10822992  0.10822992  0.10822992]] 
 [[ 1.01231122  1.00970554]
 [ 1.01231122  1.00970554]
 [ 1.01231122  1.00970554]
 [ 1.01231122  1.00970554]]
Error: 0.5
[[ 0.18814239  0.18814239  0.18814239  0.18814239]
 [ 0.10829933  0.10829933  0.10829933  0.10829933]] 
 [[ 1.01269138  1.0100795 ]
 [ 1.01269138  1.0100795 ]
 [ 1.01269138  1.0100795 ]
 [ 1.01269138  1.0100795 ]]
Error: 0.5
[[ 0.18823928  0.18823928  0.18823928  0.18823928]
 [ 0.10836864  0.10836864  0.10836864  0.10836864]] 
 [[ 1.01307094  1.01045287]
 [ 1.01307094  1.01045287]
 [ 1.01307094  1.01045287]
 [ 1.01307094  1.01045287]]
Error: 0.5
[[ 0.18833598  0.18833598  0.18833598  0.18833598]
 [ 0.10843783  0.10843783  0.10843783  0.10843783]] 
 [[ 1.01344979  1.01082551]
 [ 1.01344979  1.01082551]
 [ 1.01344979  1.01082551]
 [ 1.01344979  1.01082551]]
Error: 0.5
[[ 0.18843251  0.18843251  0.18843251  0.18843251]
 [ 0.10850691  0.10850691  0.10850691  0.10850691]] 
 [[ 1.01382804  1.01119757]
 [ 1.01382804  1.01119757]
 [ 1.01382804  1.01119757]
 [ 1.01382804  1.01119757]]
Error: 0.5
[[ 0.18852885  0.18852885  0.18852885  0.18852885]
 [ 0.10857589  0.10857589  0.10857589  0.10857589]] 
 [[ 1.01420557  1.0115689 ]
 [ 1.01420557  1.0115689 ]
 [ 1.01420557  1.0115689 ]
 [ 1.01420557  1.0115689 ]]
Error: 0.5
[[ 0.18862501  0.18862501  0.18862501  0.18862501]
 [ 0.10864475  0.10864475  0.10864475  0.10864475]] 
 [[ 1.01458251  1.01193964]
 [ 1.01458251  1.01193964]
 [ 1.01458251  1.01193964]
 [ 1.01458251  1.01193964]]
Error: 0.5
[[ 0.18872099  0.18872099  0.18872099  0.18872099]
 [ 0.10871352  0.10871352  0.10871352  0.10871352]] 
 [[ 1.01495874  1.01230979]
 [ 1.01495874  1.01230979]
 [ 1.01495874  1.01230979]
 [ 1.01495874  1.01230979]]
Error: 0.5
[[ 0.18881679  0.18881679  0.18881679  0.18881679]
 [ 0.10878217  0.10878217  0.10878217  0.10878217]] 
 [[ 1.01533437  1.01267922]
 [ 1.01533437  1.01267922]
 [ 1.01533437  1.01267922]
 [ 1.01533437  1.01267922]]
Error: 0.5
[[ 0.18891241  0.18891241  0.18891241  0.18891241]
 [ 0.10885072  0.10885072  0.10885072  0.10885072]] 
 [[ 1.0157094   1.01304805]
 [ 1.0157094   1.01304805]
 [ 1.0157094   1.01304805]
 [ 1.0157094   1.01304805]]
Error: 0.5
[[ 0.18900785  0.18900785  0.18900785  0.18900785]
 [ 0.10891916  0.10891916  0.10891916  0.10891916]] 
 [[ 1.01608372  1.01341629]
 [ 1.01608372  1.01341629]
 [ 1.01608372  1.01341629]
 [ 1.01608372  1.01341629]]
Error: 0.5
[[ 0.18910311  0.18910311  0.18910311  0.18910311]
 [ 0.1089875   0.1089875   0.1089875   0.1089875 ]] 
 [[ 1.01645744  1.01378393]
 [ 1.01645744  1.01378393]
 [ 1.01645744  1.01378393]
 [ 1.01645744  1.01378393]]
Error: 0.5
[[ 0.1891982   0.1891982   0.1891982   0.1891982 ]
 [ 0.10905572  0.10905572  0.10905572  0.10905572]] 
 [[ 1.01683056  1.01415086]
 [ 1.01683056  1.01415086]
 [ 1.01683056  1.01415086]
 [ 1.01683056  1.01415086]]
Error: 0.5
[[ 0.1892931   0.1892931   0.1892931   0.1892931 ]
 [ 0.10912384  0.10912384  0.10912384  0.10912384]] 
 [[ 1.01720309  1.01451719]
 [ 1.01720309  1.01451719]
 [ 1.01720309  1.01451719]
 [ 1.01720309  1.01451719]]
Error: 0.5
[[ 0.18938783  0.18938783  0.18938783  0.18938783]
 [ 0.10919186  0.10919186  0.10919186  0.10919186]] 
 [[ 1.01757491  1.01488292]
 [ 1.01757491  1.01488292]
 [ 1.01757491  1.01488292]
 [ 1.01757491  1.01488292]]
Error: 0.5
[[ 0.18948238  0.18948238  0.18948238  0.18948238]
 [ 0.10925977  0.10925977  0.10925977  0.10925977]] 
 [[ 1.01794612  1.01524806]
 [ 1.01794612  1.01524806]
 [ 1.01794612  1.01524806]
 [ 1.01794612  1.01524806]]
Error: 0.5
[[ 0.18957675  0.18957675  0.18957675  0.18957675]
 [ 0.10932758  0.10932758  0.10932758  0.10932758]] 
 [[ 1.01831675  1.0156126 ]
 [ 1.01831675  1.0156126 ]
 [ 1.01831675  1.0156126 ]
 [ 1.01831675  1.0156126 ]]
Error: 0.5
[[ 0.18967095  0.18967095  0.18967095  0.18967095]
 [ 0.10939528  0.10939528  0.10939528  0.10939528]] 
 [[ 1.01868677  1.01597643]
 [ 1.01868677  1.01597643]
 [ 1.01868677  1.01597643]
 [ 1.01868677  1.01597643]]
Error: 0.5
[[ 0.18976498  0.18976498  0.18976498  0.18976498]
 [ 0.10946288  0.10946288  0.10946288  0.10946288]] 
 [[ 1.01905608  1.01633966]
 [ 1.01905608  1.01633966]
 [ 1.01905608  1.01633966]
 [ 1.01905608  1.01633966]]
Error: 0.5
[[ 0.18985882  0.18985882  0.18985882  0.18985882]
 [ 0.10953037  0.10953037  0.10953037  0.10953037]] 
 [[ 1.0194248   1.01670229]
 [ 1.0194248   1.01670229]
 [ 1.0194248   1.01670229]
 [ 1.0194248   1.01670229]]
Error: 0.5
[[ 0.18995249  0.18995249  0.18995249  0.18995249]
 [ 0.10959776  0.10959776  0.10959776  0.10959776]] 
 [[ 1.01979291  1.01706433]
 [ 1.01979291  1.01706433]
 [ 1.01979291  1.01706433]
 [ 1.01979291  1.01706433]]
Error: 0.5
[[ 0.190046    0.190046    0.190046    0.190046  ]
 [ 0.10966505  0.10966505  0.10966505  0.10966505]] 
 [[ 1.02016044  1.01742578]
 [ 1.02016044  1.01742578]
 [ 1.02016044  1.01742578]
 [ 1.02016044  1.01742578]]
Error: 0.5
[[ 0.19013932  0.19013932  0.19013932  0.19013932]
 [ 0.10973223  0.10973223  0.10973223  0.10973223]] 
 [[ 1.02052736  1.01778662]
 [ 1.02052736  1.01778662]
 [ 1.02052736  1.01778662]
 [ 1.02052736  1.01778662]]
Error: 0.5
[[ 0.19023249  0.19023249  0.19023249  0.19023249]
 [ 0.10979932  0.10979932  0.10979932  0.10979932]] 
 [[ 1.02089369  1.01814687]
 [ 1.02089369  1.01814687]
 [ 1.02089369  1.01814687]
 [ 1.02089369  1.01814687]]
Error: 0.5
[[ 0.19032547  0.19032547  0.19032547  0.19032547]
 [ 0.1098663   0.1098663   0.1098663   0.1098663 ]] 
 [[ 1.02125943  1.01850653]
 [ 1.02125943  1.01850653]
 [ 1.02125943  1.01850653]
 [ 1.02125943  1.01850653]]
Error: 0.5
[[ 0.19041829  0.19041829  0.19041829  0.19041829]
 [ 0.10993318  0.10993318  0.10993318  0.10993318]] 
 [[ 1.02162457  1.01886559]
 [ 1.02162457  1.01886559]
 [ 1.02162457  1.01886559]
 [ 1.02162457  1.01886559]]
Error: 0.5
[[ 0.19051093  0.19051093  0.19051093  0.19051093]
 [ 0.10999995  0.10999995  0.10999995  0.10999995]] 
 [[ 1.02198899  1.01922405]
 [ 1.02198899  1.01922405]
 [ 1.02198899  1.01922405]
 [ 1.02198899  1.01922405]]
Error: 0.5
[[ 0.19060341  0.19060341  0.19060341  0.19060341]
 [ 0.11006662  0.11006662  0.11006662  0.11006662]] 
 [[ 1.02235281  1.01958191]
 [ 1.02235281  1.01958191]
 [ 1.02235281  1.01958191]
 [ 1.02235281  1.01958191]]
Error: 0.5
[[ 0.19069572  0.19069572  0.19069572  0.19069572]
 [ 0.11013319  0.11013319  0.11013319  0.11013319]] 
 [[ 1.02271605  1.01993918]
 [ 1.02271605  1.01993918]
 [ 1.02271605  1.01993918]
 [ 1.02271605  1.01993918]]
Error: 0.5
[[ 0.19078785  0.19078785  0.19078785  0.19078785]
 [ 0.11019967  0.11019967  0.11019967  0.11019967]] 
 [[ 1.02307868  1.02029586]
 [ 1.02307868  1.02029586]
 [ 1.02307868  1.02029586]
 [ 1.02307868  1.02029586]]
Error: 0.5
[[ 0.19087982  0.19087982  0.19087982  0.19087982]
 [ 0.11026604  0.11026604  0.11026604  0.11026604]] 
 [[ 1.02344072  1.02065194]
 [ 1.02344072  1.02065194]
 [ 1.02344072  1.02065194]
 [ 1.02344072  1.02065194]]
Error: 0.5
[[ 0.19097163  0.19097163  0.19097163  0.19097163]
 [ 0.11033231  0.11033231  0.11033231  0.11033231]] 
 [[ 1.02380216  1.02100742]
 [ 1.02380216  1.02100742]
 [ 1.02380216  1.02100742]
 [ 1.02380216  1.02100742]]
Error: 0.5
[[ 0.19106326  0.19106326  0.19106326  0.19106326]
 [ 0.11039848  0.11039848  0.11039848  0.11039848]] 
 [[ 1.02416301  1.0213623 ]
 [ 1.02416301  1.0213623 ]
 [ 1.02416301  1.0213623 ]
 [ 1.02416301  1.0213623 ]]
Error: 0.5
[[ 0.19115472  0.19115472  0.19115472  0.19115472]
 [ 0.11046455  0.11046455  0.11046455  0.11046455]] 
 [[ 1.02452326  1.02171659]
 [ 1.02452326  1.02171659]
 [ 1.02452326  1.02171659]
 [ 1.02452326  1.02171659]]
Error: 0.5
[[ 0.19124602  0.19124602  0.19124602  0.19124602]
 [ 0.11053053  0.11053053  0.11053053  0.11053053]] 
 [[ 1.02488303  1.02207029]
 [ 1.02488303  1.02207029]
 [ 1.02488303  1.02207029]
 [ 1.02488303  1.02207029]]
Error: 0.5
[[ 0.19133715  0.19133715  0.19133715  0.19133715]
 [ 0.1105964   0.1105964   0.1105964   0.1105964 ]] 
 [[ 1.02524221  1.02242351]
 [ 1.02524221  1.02242351]
 [ 1.02524221  1.02242351]
 [ 1.02524221  1.02242351]]
Error: 0.5
[[ 0.19142812  0.19142812  0.19142812  0.19142812]
 [ 0.11066217  0.11066217  0.11066217  0.11066217]] 
 [[ 1.02560079  1.02277613]
 [ 1.02560079  1.02277613]
 [ 1.02560079  1.02277613]
 [ 1.02560079  1.02277613]]
Error: 0.5
[[ 0.19151893  0.19151893  0.19151893  0.19151893]
 [ 0.11072785  0.11072785  0.11072785  0.11072785]] 
 [[ 1.02595878  1.02312815]
 [ 1.02595878  1.02312815]
 [ 1.02595878  1.02312815]
 [ 1.02595878  1.02312815]]
Error: 0.5
[[ 0.19160958  0.19160958  0.19160958  0.19160958]
 [ 0.11079343  0.11079343  0.11079343  0.11079343]] 
 [[ 1.02631617  1.02347958]
 [ 1.02631617  1.02347958]
 [ 1.02631617  1.02347958]
 [ 1.02631617  1.02347958]]
Error: 0.5
[[ 0.19170006  0.19170006  0.19170006  0.19170006]
 [ 0.1108589   0.1108589   0.1108589   0.1108589 ]] 
 [[ 1.02667296  1.02383041]
 [ 1.02667296  1.02383041]
 [ 1.02667296  1.02383041]
 [ 1.02667296  1.02383041]]
Error: 0.5
[[ 0.19179037  0.19179037  0.19179037  0.19179037]
 [ 0.11092428  0.11092428  0.11092428  0.11092428]] 
 [[ 1.02702916  1.02418065]
 [ 1.02702916  1.02418065]
 [ 1.02702916  1.02418065]
 [ 1.02702916  1.02418065]]
Error: 0.5
[[ 0.19188052  0.19188052  0.19188052  0.19188052]
 [ 0.11098956  0.11098956  0.11098956  0.11098956]] 
 [[ 1.02738476  1.02453041]
 [ 1.02738476  1.02453041]
 [ 1.02738476  1.02453041]
 [ 1.02738476  1.02453041]]
Error: 0.5
[[ 0.19197051  0.19197051  0.19197051  0.19197051]
 [ 0.11105475  0.11105475  0.11105475  0.11105475]] 
 [[ 1.02773988  1.02487957]
 [ 1.02773988  1.02487957]
 [ 1.02773988  1.02487957]
 [ 1.02773988  1.02487957]]
Error: 0.5
[[ 0.19206034  0.19206034  0.19206034  0.19206034]
 [ 0.11111984  0.11111984  0.11111984  0.11111984]] 
 [[ 1.02809441  1.02522814]
 [ 1.02809441  1.02522814]
 [ 1.02809441  1.02522814]
 [ 1.02809441  1.02522814]]
Error: 0.5
[[ 0.19215001  0.19215001  0.19215001  0.19215001]
 [ 0.11118483  0.11118483  0.11118483  0.11118483]] 
 [[ 1.02844834  1.02557611]
 [ 1.02844834  1.02557611]
 [ 1.02844834  1.02557611]
 [ 1.02844834  1.02557611]]
Error: 0.5
[[ 0.19223952  0.19223952  0.19223952  0.19223952]
 [ 0.11124972  0.11124972  0.11124972  0.11124972]] 
 [[ 1.02880168  1.02592361]
 [ 1.02880168  1.02592361]
 [ 1.02880168  1.02592361]
 [ 1.02880168  1.02592361]]
Error: 0.5
[[ 0.19232887  0.19232887  0.19232887  0.19232887]
 [ 0.11131452  0.11131452  0.11131452  0.11131452]] 
 [[ 1.02915454  1.02627051]
 [ 1.02915454  1.02627051]
 [ 1.02915454  1.02627051]
 [ 1.02915454  1.02627051]]
Error: 0.5
[[ 0.19241805  0.19241805  0.19241805  0.19241805]
 [ 0.11137923  0.11137923  0.11137923  0.11137923]] 
 [[ 1.0295068   1.02661681]
 [ 1.0295068   1.02661681]
 [ 1.0295068   1.02661681]
 [ 1.0295068   1.02661681]]
Error: 0.5
[[ 0.19250709  0.19250709  0.19250709  0.19250709]
 [ 0.11144384  0.11144384  0.11144384  0.11144384]] 
 [[ 1.02985847  1.02696264]
 [ 1.02985847  1.02696264]
 [ 1.02985847  1.02696264]
 [ 1.02985847  1.02696264]]
Error: 0.5
[[ 0.19259596  0.19259596  0.19259596  0.19259596]
 [ 0.11150835  0.11150835  0.11150835  0.11150835]] 
 [[ 1.03020954  1.02730787]
 [ 1.03020954  1.02730787]
 [ 1.03020954  1.02730787]
 [ 1.03020954  1.02730787]]
Error: 0.5
[[ 0.19268468  0.19268468  0.19268468  0.19268468]
 [ 0.11157277  0.11157277  0.11157277  0.11157277]] 
 [[ 1.03056014  1.0276525 ]
 [ 1.03056014  1.0276525 ]
 [ 1.03056014  1.0276525 ]
 [ 1.03056014  1.0276525 ]]
Error: 0.5
[[ 0.19277324  0.19277324  0.19277324  0.19277324]
 [ 0.11163709  0.11163709  0.11163709  0.11163709]] 
 [[ 1.03091013  1.02799666]
 [ 1.03091013  1.02799666]
 [ 1.03091013  1.02799666]
 [ 1.03091013  1.02799666]]
Error: 0.5
[[ 0.19286165  0.19286165  0.19286165  0.19286165]
 [ 0.11170132  0.11170132  0.11170132  0.11170132]] 
 [[ 1.03125954  1.02834022]
 [ 1.03125954  1.02834022]
 [ 1.03125954  1.02834022]
 [ 1.03125954  1.02834022]]
Error: 0.5
[[ 0.19294989  0.19294989  0.19294989  0.19294989]
 [ 0.11176546  0.11176546  0.11176546  0.11176546]] 
 [[ 1.03160846  1.0286833 ]
 [ 1.03160846  1.0286833 ]
 [ 1.03160846  1.0286833 ]
 [ 1.03160846  1.0286833 ]]
Error: 0.5
[[ 0.19303799  0.19303799  0.19303799  0.19303799]
 [ 0.1118295   0.1118295   0.1118295   0.1118295 ]] 
 [[ 1.03195679  1.02902579]
 [ 1.03195679  1.02902579]
 [ 1.03195679  1.02902579]
 [ 1.03195679  1.02902579]]
Error: 0.5
[[ 0.19312592  0.19312592  0.19312592  0.19312592]
 [ 0.11189345  0.11189345  0.11189345  0.11189345]] 
 [[ 1.03230453  1.02936769]
 [ 1.03230453  1.02936769]
 [ 1.03230453  1.02936769]
 [ 1.03230453  1.02936769]]
Error: 0.5
[[ 0.1932137  0.1932137  0.1932137  0.1932137]
 [ 0.1119573  0.1119573  0.1119573  0.1119573]] 
 [[ 1.03265178  1.0297091 ]
 [ 1.03265178  1.0297091 ]
 [ 1.03265178  1.0297091 ]
 [ 1.03265178  1.0297091 ]]
Error: 0.5
[[ 0.19330132  0.19330132  0.19330132  0.19330132]
 [ 0.11202107  0.11202107  0.11202107  0.11202107]] 
 [[ 1.03299844  1.03004992]
 [ 1.03299844  1.03004992]
 [ 1.03299844  1.03004992]
 [ 1.03299844  1.03004992]]
Error: 0.5
[[ 0.19338879  0.19338879  0.19338879  0.19338879]
 [ 0.11208473  0.11208473  0.11208473  0.11208473]] 
 [[ 1.03334463  1.03039026]
 [ 1.03334463  1.03039026]
 [ 1.03334463  1.03039026]
 [ 1.03334463  1.03039026]]
Error: 0.5
[[ 0.19347611  0.19347611  0.19347611  0.19347611]
 [ 0.11214831  0.11214831  0.11214831  0.11214831]] 
 [[ 1.03369021  1.03073001]
 [ 1.03369021  1.03073001]
 [ 1.03369021  1.03073001]
 [ 1.03369021  1.03073001]]
Error: 0.5
[[ 0.19356327  0.19356327  0.19356327  0.19356327]
 [ 0.11221179  0.11221179  0.11221179  0.11221179]] 
 [[ 1.03403533  1.03106928]
 [ 1.03403533  1.03106928]
 [ 1.03403533  1.03106928]
 [ 1.03403533  1.03106928]]
Error: 0.5
[[ 0.19365028  0.19365028  0.19365028  0.19365028]
 [ 0.11227518  0.11227518  0.11227518  0.11227518]] 
 [[ 1.03437984  1.03140795]
 [ 1.03437984  1.03140795]
 [ 1.03437984  1.03140795]
 [ 1.03437984  1.03140795]]
Error: 0.5
[[ 0.19373713  0.19373713  0.19373713  0.19373713]
 [ 0.11233848  0.11233848  0.11233848  0.11233848]] 
 [[ 1.03472376  1.03174615]
 [ 1.03472376  1.03174615]
 [ 1.03472376  1.03174615]
 [ 1.03472376  1.03174615]]
Error: 0.5
[[ 0.19382384  0.19382384  0.19382384  0.19382384]
 [ 0.11240169  0.11240169  0.11240169  0.11240169]] 
 [[ 1.0350672   1.03208375]
 [ 1.0350672   1.03208375]
 [ 1.0350672   1.03208375]
 [ 1.0350672   1.03208375]]
Error: 0.5
[[ 0.19391041  0.19391041  0.19391041  0.19391041]
 [ 0.11246481  0.11246481  0.11246481  0.11246481]] 
 [[ 1.03541005  1.03242087]
 [ 1.03541005  1.03242087]
 [ 1.03541005  1.03242087]
 [ 1.03541005  1.03242087]]
Error: 0.5
[[ 0.19399682  0.19399682  0.19399682  0.19399682]
 [ 0.11252783  0.11252783  0.11252783  0.11252783]] 
 [[ 1.03575242  1.03275752]
 [ 1.03575242  1.03275752]
 [ 1.03575242  1.03275752]
 [ 1.03575242  1.03275752]]
Error: 0.5
[[ 0.19408306  0.19408306  0.19408306  0.19408306]
 [ 0.11259077  0.11259077  0.11259077  0.11259077]] 
 [[ 1.03609431  1.03309357]
 [ 1.03609431  1.03309357]
 [ 1.03609431  1.03309357]
 [ 1.03609431  1.03309357]]
Error: 0.5
[[ 0.19416916  0.19416916  0.19416916  0.19416916]
 [ 0.11265361  0.11265361  0.11265361  0.11265361]] 
 [[ 1.0364356   1.03342915]
 [ 1.0364356   1.03342915]
 [ 1.0364356   1.03342915]
 [ 1.0364356   1.03342915]]
Error: 0.5
[[ 0.19425511  0.19425511  0.19425511  0.19425511]
 [ 0.11271637  0.11271637  0.11271637  0.11271637]] 
 [[ 1.03677642  1.03376412]
 [ 1.03677642  1.03376412]
 [ 1.03677642  1.03376412]
 [ 1.03677642  1.03376412]]
Error: 0.5
[[ 0.19434091  0.19434091  0.19434091  0.19434091]
 [ 0.11277904  0.11277904  0.11277904  0.11277904]] 
 [[ 1.03711665  1.03409863]
 [ 1.03711665  1.03409863]
 [ 1.03711665  1.03409863]
 [ 1.03711665  1.03409863]]
Error: 0.5
[[ 0.19442657  0.19442657  0.19442657  0.19442657]
 [ 0.11284161  0.11284161  0.11284161  0.11284161]] 
 [[ 1.03745639  1.03443265]
 [ 1.03745639  1.03443265]
 [ 1.03745639  1.03443265]
 [ 1.03745639  1.03443265]]
Error: 0.5
[[ 0.19451208  0.19451208  0.19451208  0.19451208]
 [ 0.11290409  0.11290409  0.11290409  0.11290409]] 
 [[ 1.03779554  1.03476608]
 [ 1.03779554  1.03476608]
 [ 1.03779554  1.03476608]
 [ 1.03779554  1.03476608]]
Error: 0.5
[[ 0.19459745  0.19459745  0.19459745  0.19459745]
 [ 0.11296648  0.11296648  0.11296648  0.11296648]] 
 [[ 1.03813422  1.03509903]
 [ 1.03813422  1.03509903]
 [ 1.03813422  1.03509903]
 [ 1.03813422  1.03509903]]
Error: 0.5
[[ 0.19468267  0.19468267  0.19468267  0.19468267]
 [ 0.11302879  0.11302879  0.11302879  0.11302879]] 
 [[ 1.03847241  1.0354315 ]
 [ 1.03847241  1.0354315 ]
 [ 1.03847241  1.0354315 ]
 [ 1.03847241  1.0354315 ]]
Error: 0.5
[[ 0.19476774  0.19476774  0.19476774  0.19476774]
 [ 0.11309101  0.11309101  0.11309101  0.11309101]] 
 [[ 1.03881001  1.03576338]
 [ 1.03881001  1.03576338]
 [ 1.03881001  1.03576338]
 [ 1.03881001  1.03576338]]
Error: 0.5
[[ 0.19485267  0.19485267  0.19485267  0.19485267]
 [ 0.11315314  0.11315314  0.11315314  0.11315314]] 
 [[ 1.03914714  1.03609478]
 [ 1.03914714  1.03609478]
 [ 1.03914714  1.03609478]
 [ 1.03914714  1.03609478]]
Error: 0.5
[[ 0.19493744  0.19493744  0.19493744  0.19493744]
 [ 0.11321518  0.11321518  0.11321518  0.11321518]] 
 [[ 1.03948379  1.03642571]
 [ 1.03948379  1.03642571]
 [ 1.03948379  1.03642571]
 [ 1.03948379  1.03642571]]
Error: 0.5
[[ 0.19502208  0.19502208  0.19502208  0.19502208]
 [ 0.11327713  0.11327713  0.11327713  0.11327713]] 
 [[ 1.03981984  1.03675604]
 [ 1.03981984  1.03675604]
 [ 1.03981984  1.03675604]
 [ 1.03981984  1.03675604]]
Error: 0.5
[[ 0.19510657  0.19510657  0.19510657  0.19510657]
 [ 0.11333899  0.11333899  0.11333899  0.11333899]] 
 [[ 1.04015541  1.03708589]
 [ 1.04015541  1.03708589]
 [ 1.04015541  1.03708589]
 [ 1.04015541  1.03708589]]
Error: 0.5
[[ 0.19519091  0.19519091  0.19519091  0.19519091]
 [ 0.11340076  0.11340076  0.11340076  0.11340076]] 
 [[ 1.04049051  1.03741527]
 [ 1.04049051  1.03741527]
 [ 1.04049051  1.03741527]
 [ 1.04049051  1.03741527]]
Error: 0.5
[[ 0.1952751   0.1952751   0.1952751   0.1952751 ]
 [ 0.11346246  0.11346246  0.11346246  0.11346246]] 
 [[ 1.04082501  1.03774416]
 [ 1.04082501  1.03774416]
 [ 1.04082501  1.03774416]
 [ 1.04082501  1.03774416]]
Error: 0.5
[[ 0.19535916  0.19535916  0.19535916  0.19535916]
 [ 0.11352406  0.11352406  0.11352406  0.11352406]] 
 [[ 1.04115903  1.03807247]
 [ 1.04115903  1.03807247]
 [ 1.04115903  1.03807247]
 [ 1.04115903  1.03807247]]
Error: 0.5
[[ 0.19544306  0.19544306  0.19544306  0.19544306]
 [ 0.11358557  0.11358557  0.11358557  0.11358557]] 
 [[ 1.04149258  1.03840029]
 [ 1.04149258  1.03840029]
 [ 1.04149258  1.03840029]
 [ 1.04149258  1.03840029]]
Error: 0.5
[[ 0.19552684  0.19552684  0.19552684  0.19552684]
 [ 0.113647    0.113647    0.113647    0.113647  ]] 
 [[ 1.04182565  1.03872764]
 [ 1.04182565  1.03872764]
 [ 1.04182565  1.03872764]
 [ 1.04182565  1.03872764]]
Error: 0.5
[[ 0.19561046  0.19561046  0.19561046  0.19561046]
 [ 0.11370834  0.11370834  0.11370834  0.11370834]] 
 [[ 1.04215813  1.03905451]
 [ 1.04215813  1.03905451]
 [ 1.04215813  1.03905451]
 [ 1.04215813  1.03905451]]
Error: 0.5
[[ 0.19569395  0.19569395  0.19569395  0.19569395]
 [ 0.11376959  0.11376959  0.11376959  0.11376959]] 
 [[ 1.04249012  1.03938091]
 [ 1.04249012  1.03938091]
 [ 1.04249012  1.03938091]
 [ 1.04249012  1.03938091]]
Error: 0.5
[[ 0.1957773   0.1957773   0.1957773   0.1957773 ]
 [ 0.11383076  0.11383076  0.11383076  0.11383076]] 
 [[ 1.04282165  1.03970671]
 [ 1.04282165  1.03970671]
 [ 1.04282165  1.03970671]
 [ 1.04282165  1.03970671]]
Error: 0.5
[[ 0.19586051  0.19586051  0.19586051  0.19586051]
 [ 0.11389184  0.11389184  0.11389184  0.11389184]] 
 [[ 1.04315269  1.04003203]
 [ 1.04315269  1.04003203]
 [ 1.04315269  1.04003203]
 [ 1.04315269  1.04003203]]
Error: 0.5
[[ 0.19594356  0.19594356  0.19594356  0.19594356]
 [ 0.11395284  0.11395284  0.11395284  0.11395284]] 
 [[ 1.04348314  1.04035687]
 [ 1.04348314  1.04035687]
 [ 1.04348314  1.04035687]
 [ 1.04348314  1.04035687]]
Error: 0.5
[[ 0.19602649  0.19602649  0.19602649  0.19602649]
 [ 0.11401375  0.11401375  0.11401375  0.11401375]] 
 [[ 1.04381311  1.04068124]
 [ 1.04381311  1.04068124]
 [ 1.04381311  1.04068124]
 [ 1.04381311  1.04068124]]
Error: 0.5
[[ 0.19610927  0.19610927  0.19610927  0.19610927]
 [ 0.11407457  0.11407457  0.11407457  0.11407457]] 
 [[ 1.0441426   1.04100513]
 [ 1.0441426   1.04100513]
 [ 1.0441426   1.04100513]
 [ 1.0441426   1.04100513]]
Error: 0.5
[[ 0.19619191  0.19619191  0.19619191  0.19619191]
 [ 0.11413532  0.11413532  0.11413532  0.11413532]] 
 [[ 1.04447162  1.04132855]
 [ 1.04447162  1.04132855]
 [ 1.04447162  1.04132855]
 [ 1.04447162  1.04132855]]
Error: 0.5
[[ 0.19627441  0.19627441  0.19627441  0.19627441]
 [ 0.11419597  0.11419597  0.11419597  0.11419597]] 
 [[ 1.04480016  1.04165149]
 [ 1.04480016  1.04165149]
 [ 1.04480016  1.04165149]
 [ 1.04480016  1.04165149]]
Error: 0.5
[[ 0.19635677  0.19635677  0.19635677  0.19635677]
 [ 0.11425655  0.11425655  0.11425655  0.11425655]] 
 [[ 1.04512823  1.04197395]
 [ 1.04512823  1.04197395]
 [ 1.04512823  1.04197395]
 [ 1.04512823  1.04197395]]
Error: 0.5
[[ 0.196439    0.196439    0.196439    0.196439  ]
 [ 0.11431704  0.11431704  0.11431704  0.11431704]] 
 [[ 1.04545581  1.04229593]
 [ 1.04545581  1.04229593]
 [ 1.04545581  1.04229593]
 [ 1.04545581  1.04229593]]
Error: 0.5
[[ 0.19652109  0.19652109  0.19652109  0.19652109]
 [ 0.11437744  0.11437744  0.11437744  0.11437744]] 
 [[ 1.04578292  1.04261744]
 [ 1.04578292  1.04261744]
 [ 1.04578292  1.04261744]
 [ 1.04578292  1.04261744]]
Error: 0.5
[[ 0.19660304  0.19660304  0.19660304  0.19660304]
 [ 0.11443776  0.11443776  0.11443776  0.11443776]] 
 [[ 1.04610944  1.04293847]
 [ 1.04610944  1.04293847]
 [ 1.04610944  1.04293847]
 [ 1.04610944  1.04293847]]
Error: 0.5
[[ 0.19668485  0.19668485  0.19668485  0.19668485]
 [ 0.114498    0.114498    0.114498    0.114498  ]] 
 [[ 1.04643548  1.04325891]
 [ 1.04643548  1.04325891]
 [ 1.04643548  1.04325891]
 [ 1.04643548  1.04325891]]
Error: 0.5
[[ 0.19676653  0.19676653  0.19676653  0.19676653]
 [ 0.11455815  0.11455815  0.11455815  0.11455815]] 
 [[ 1.04676104  1.04357886]
 [ 1.04676104  1.04357886]
 [ 1.04676104  1.04357886]
 [ 1.04676104  1.04357886]]
Error: 0.5
[[ 0.19684806  0.19684806  0.19684806  0.19684806]
 [ 0.11461823  0.11461823  0.11461823  0.11461823]] 
 [[ 1.04708612  1.04389834]
 [ 1.04708612  1.04389834]
 [ 1.04708612  1.04389834]
 [ 1.04708612  1.04389834]]
Error: 0.5
[[ 0.19692947  0.19692947  0.19692947  0.19692947]
 [ 0.11467822  0.11467822  0.11467822  0.11467822]] 
 [[ 1.04741073  1.04421735]
 [ 1.04741073  1.04421735]
 [ 1.04741073  1.04421735]
 [ 1.04741073  1.04421735]]
Error: 0.5
[[ 0.19701074  0.19701074  0.19701074  0.19701074]
 [ 0.11473812  0.11473812  0.11473812  0.11473812]] 
 [[ 1.04773486  1.04453588]
 [ 1.04773486  1.04453588]
 [ 1.04773486  1.04453588]
 [ 1.04773486  1.04453588]]
Error: 0.5
[[ 0.19709188  0.19709188  0.19709188  0.19709188]
 [ 0.11479794  0.11479794  0.11479794  0.11479794]] 
 [[ 1.04805851  1.04485404]
 [ 1.04805851  1.04485404]
 [ 1.04805851  1.04485404]
 [ 1.04805851  1.04485404]]
Error: 0.5
[[ 0.19717288  0.19717288  0.19717288  0.19717288]
 [ 0.11485768  0.11485768  0.11485768  0.11485768]] 
 [[ 1.04838169  1.04517174]
 [ 1.04838169  1.04517174]
 [ 1.04838169  1.04517174]
 [ 1.04838169  1.04517174]]
Error: 0.5
[[ 0.19725375  0.19725375  0.19725375  0.19725375]
 [ 0.11491734  0.11491734  0.11491734  0.11491734]] 
 [[ 1.04870439  1.04548895]
 [ 1.04870439  1.04548895]
 [ 1.04870439  1.04548895]
 [ 1.04870439  1.04548895]]
Error: 0.5
[[ 0.19733448  0.19733448  0.19733448  0.19733448]
 [ 0.11497691  0.11497691  0.11497691  0.11497691]] 
 [[ 1.04902661  1.04580569]
 [ 1.04902661  1.04580569]
 [ 1.04902661  1.04580569]
 [ 1.04902661  1.04580569]]
Error: 0.5
[[ 0.19741508  0.19741508  0.19741508  0.19741508]
 [ 0.11503641  0.11503641  0.11503641  0.11503641]] 
 [[ 1.04934835  1.04612195]
 [ 1.04934835  1.04612195]
 [ 1.04934835  1.04612195]
 [ 1.04934835  1.04612195]]
Error: 0.5
[[ 0.19749555  0.19749555  0.19749555  0.19749555]
 [ 0.11509582  0.11509582  0.11509582  0.11509582]] 
 [[ 1.04966962  1.04643774]
 [ 1.04966962  1.04643774]
 [ 1.04966962  1.04643774]
 [ 1.04966962  1.04643774]]
Error: 0.5
[[ 0.19757588  0.19757588  0.19757588  0.19757588]
 [ 0.11515515  0.11515515  0.11515515  0.11515515]] 
 [[ 1.04999042  1.04675305]
 [ 1.04999042  1.04675305]
 [ 1.04999042  1.04675305]
 [ 1.04999042  1.04675305]]
Error: 0.5
[[ 0.19765608  0.19765608  0.19765608  0.19765608]
 [ 0.11521441  0.11521441  0.11521441  0.11521441]] 
 [[ 1.05031073  1.04706788]
 [ 1.05031073  1.04706788]
 [ 1.05031073  1.04706788]
 [ 1.05031073  1.04706788]]
Error: 0.5
[[ 0.19773614  0.19773614  0.19773614  0.19773614]
 [ 0.11527358  0.11527358  0.11527358  0.11527358]] 
 [[ 1.05063057  1.04738224]
 [ 1.05063057  1.04738224]
 [ 1.05063057  1.04738224]
 [ 1.05063057  1.04738224]]
Error: 0.5
[[ 0.19781609  0.19781609  0.19781609  0.19781609]
 [ 0.11533267  0.11533267  0.11533267  0.11533267]] 
 [[ 1.05094993  1.04769611]
 [ 1.05094993  1.04769611]
 [ 1.05094993  1.04769611]
 [ 1.05094993  1.04769611]]
Error: 0.5
[[ 0.1978959   0.1978959   0.1978959   0.1978959 ]
 [ 0.11539168  0.11539168  0.11539168  0.11539168]] 
 [[ 1.05126894  1.04800951]
 [ 1.05126894  1.04800951]
 [ 1.05126894  1.04800951]
 [ 1.05126894  1.04800951]]
Error: 0.5
[[ 0.19797558  0.19797558  0.19797558  0.19797558]
 [ 0.11545061  0.11545061  0.11545061  0.11545061]] 
 [[ 1.05158746  1.04832256]
 [ 1.05158746  1.04832256]
 [ 1.05158746  1.04832256]
 [ 1.05158746  1.04832256]]
Error: 0.5
[[ 0.19805512  0.19805512  0.19805512  0.19805512]
 [ 0.11550947  0.11550947  0.11550947  0.11550947]] 
 [[ 1.05190551  1.04863513]
 [ 1.05190551  1.04863513]
 [ 1.05190551  1.04863513]
 [ 1.05190551  1.04863513]]
Error: 0.5
[[ 0.19813454  0.19813454  0.19813454  0.19813454]
 [ 0.11556824  0.11556824  0.11556824  0.11556824]] 
 [[ 1.05222309  1.04894722]
 [ 1.05222309  1.04894722]
 [ 1.05222309  1.04894722]
 [ 1.05222309  1.04894722]]
Error: 0.5
[[ 0.19821383  0.19821383  0.19821383  0.19821383]
 [ 0.11562692  0.11562692  0.11562692  0.11562692]] 
 [[ 1.05254018  1.04925883]
 [ 1.05254018  1.04925883]
 [ 1.05254018  1.04925883]
 [ 1.05254018  1.04925883]]
Error: 0.5
[[ 0.19829299  0.19829299  0.19829299  0.19829299]
 [ 0.11568554  0.11568554  0.11568554  0.11568554]] 
 [[ 1.0528568   1.04956996]
 [ 1.0528568   1.04956996]
 [ 1.0528568   1.04956996]
 [ 1.0528568   1.04956996]]
Error: 0.5
[[ 0.19837202  0.19837202  0.19837202  0.19837202]
 [ 0.11574407  0.11574407  0.11574407  0.11574407]] 
 [[ 1.05317295  1.04988062]
 [ 1.05317295  1.04988062]
 [ 1.05317295  1.04988062]
 [ 1.05317295  1.04988062]]
Error: 0.5
[[ 0.19845092  0.19845092  0.19845092  0.19845092]
 [ 0.11580253  0.11580253  0.11580253  0.11580253]] 
 [[ 1.05348861  1.05019093]
 [ 1.05348861  1.05019093]
 [ 1.05348861  1.05019093]
 [ 1.05348861  1.05019093]]
Error: 0.5
[[ 0.19852969  0.19852969  0.19852969  0.19852969]
 [ 0.1158609   0.1158609   0.1158609   0.1158609 ]] 
 [[ 1.05380392  1.05050075]
 [ 1.05380392  1.05050075]
 [ 1.05380392  1.05050075]
 [ 1.05380392  1.05050075]]
Error: 0.5
[[ 0.19860834  0.19860834  0.19860834  0.19860834]
 [ 0.1159192   0.1159192   0.1159192   0.1159192 ]] 
 [[ 1.05411875  1.0508101 ]
 [ 1.05411875  1.0508101 ]
 [ 1.05411875  1.0508101 ]
 [ 1.05411875  1.0508101 ]]
Error: 0.5
[[ 0.19868685  0.19868685  0.19868685  0.19868685]
 [ 0.11597742  0.11597742  0.11597742  0.11597742]] 
 [[ 1.05443311  1.05111897]
 [ 1.05443311  1.05111897]
 [ 1.05443311  1.05111897]
 [ 1.05443311  1.05111897]]
Error: 0.5
[[ 0.19876525  0.19876525  0.19876525  0.19876525]
 [ 0.11603557  0.11603557  0.11603557  0.11603557]] 
 [[ 1.05474699  1.05142748]
 [ 1.05474699  1.05142748]
 [ 1.05474699  1.05142748]
 [ 1.05474699  1.05142748]]
Error: 0.5
[[ 0.19884351  0.19884351  0.19884351  0.19884351]
 [ 0.11609363  0.11609363  0.11609363  0.11609363]] 
 [[ 1.05506039  1.05173552]
 [ 1.05506039  1.05173552]
 [ 1.05506039  1.05173552]
 [ 1.05506039  1.05173552]]
Error: 0.5
[[ 0.19892165  0.19892165  0.19892165  0.19892165]
 [ 0.11615162  0.11615162  0.11615162  0.11615162]] 
 [[ 1.05537343  1.05204308]
 [ 1.05537343  1.05204308]
 [ 1.05537343  1.05204308]
 [ 1.05537343  1.05204308]]
Error: 0.5
[[ 0.19899966  0.19899966  0.19899966  0.19899966]
 [ 0.11620952  0.11620952  0.11620952  0.11620952]] 
 [[ 1.055686    1.05235016]
 [ 1.055686    1.05235016]
 [ 1.055686    1.05235016]
 [ 1.055686    1.05235016]]
Error: 0.5
[[ 0.19907755  0.19907755  0.19907755  0.19907755]
 [ 0.11626735  0.11626735  0.11626735  0.11626735]] 
 [[ 1.05599809  1.05265689]
 [ 1.05599809  1.05265689]
 [ 1.05599809  1.05265689]
 [ 1.05599809  1.05265689]]
Error: 0.5
[[ 0.1991553   0.1991553   0.1991553   0.1991553 ]
 [ 0.11632511  0.11632511  0.11632511  0.11632511]] 
 [[ 1.0563097   1.05296314]
 [ 1.0563097   1.05296314]
 [ 1.0563097   1.05296314]
 [ 1.0563097   1.05296314]]
Error: 0.5
[[ 0.19923294  0.19923294  0.19923294  0.19923294]
 [ 0.11638279  0.11638279  0.11638279  0.11638279]] 
 [[ 1.05662096  1.05326891]
 [ 1.05662096  1.05326891]
 [ 1.05662096  1.05326891]
 [ 1.05662096  1.05326891]]
Error: 0.5
[[ 0.19931045  0.19931045  0.19931045  0.19931045]
 [ 0.11644039  0.11644039  0.11644039  0.11644039]] 
 [[ 1.05693173  1.05357432]
 [ 1.05693173  1.05357432]
 [ 1.05693173  1.05357432]
 [ 1.05693173  1.05357432]]
Error: 0.5
[[ 0.19938783  0.19938783  0.19938783  0.19938783]
 [ 0.11649791  0.11649791  0.11649791  0.11649791]] 
 [[ 1.05724204  1.05387926]
 [ 1.05724204  1.05387926]
 [ 1.05724204  1.05387926]
 [ 1.05724204  1.05387926]]
Error: 0.5
[[ 0.1994651   0.1994651   0.1994651   0.1994651 ]
 [ 0.11655536  0.11655536  0.11655536  0.11655536]] 
 [[ 1.05755198  1.05418372]
 [ 1.05755198  1.05418372]
 [ 1.05755198  1.05418372]
 [ 1.05755198  1.05418372]]
Error: 0.5
[[ 0.19954224  0.19954224  0.19954224  0.19954224]
 [ 0.11661273  0.11661273  0.11661273  0.11661273]] 
 [[ 1.05786145  1.05448782]
 [ 1.05786145  1.05448782]
 [ 1.05786145  1.05448782]
 [ 1.05786145  1.05448782]]
Error: 0.5
[[ 0.19961925  0.19961925  0.19961925  0.19961925]
 [ 0.11667003  0.11667003  0.11667003  0.11667003]] 
 [[ 1.05817044  1.05479145]
 [ 1.05817044  1.05479145]
 [ 1.05817044  1.05479145]
 [ 1.05817044  1.05479145]]
Error: 0.5
[[ 0.19969614  0.19969614  0.19969614  0.19969614]
 [ 0.11672725  0.11672725  0.11672725  0.11672725]] 
 [[ 1.05847907  1.05509472]
 [ 1.05847907  1.05509472]
 [ 1.05847907  1.05509472]
 [ 1.05847907  1.05509472]]
Error: 0.5
[[ 0.19977291  0.19977291  0.19977291  0.19977291]
 [ 0.11678439  0.11678439  0.11678439  0.11678439]] 
 [[ 1.05878723  1.05539751]
 [ 1.05878723  1.05539751]
 [ 1.05878723  1.05539751]
 [ 1.05878723  1.05539751]]
Error: 0.5
[[ 0.19984956  0.19984956  0.19984956  0.19984956]
 [ 0.11684147  0.11684147  0.11684147  0.11684147]] 
 [[ 1.05909491  1.05569983]
 [ 1.05909491  1.05569983]
 [ 1.05909491  1.05569983]
 [ 1.05909491  1.05569983]]
Error: 0.5
[[ 0.19992609  0.19992609  0.19992609  0.19992609]
 [ 0.11689846  0.11689846  0.11689846  0.11689846]] 
 [[ 1.05940223  1.05600178]
 [ 1.05940223  1.05600178]
 [ 1.05940223  1.05600178]
 [ 1.05940223  1.05600178]]
Error: 0.5
[[ 0.20000251  0.20000251  0.20000251  0.20000251]
 [ 0.11695538  0.11695538  0.11695538  0.11695538]] 
 [[ 1.05970907  1.05630326]
 [ 1.05970907  1.05630326]
 [ 1.05970907  1.05630326]
 [ 1.05970907  1.05630326]]
Error: 0.5
[[ 0.20007879  0.20007879  0.20007879  0.20007879]
 [ 0.11701223  0.11701223  0.11701223  0.11701223]] 
 [[ 1.06001544  1.05660439]
 [ 1.06001544  1.05660439]
 [ 1.06001544  1.05660439]
 [ 1.06001544  1.05660439]]
Error: 0.5
[[ 0.20015495  0.20015495  0.20015495  0.20015495]
 [ 0.11706901  0.11706901  0.11706901  0.11706901]] 
 [[ 1.06032145  1.05690503]
 [ 1.06032145  1.05690503]
 [ 1.06032145  1.05690503]
 [ 1.06032145  1.05690503]]
Error: 0.5
[[ 0.20023099  0.20023099  0.20023099  0.20023099]
 [ 0.1171257   0.1171257   0.1171257   0.1171257 ]] 
 [[ 1.06062698  1.0572052 ]
 [ 1.06062698  1.0572052 ]
 [ 1.06062698  1.0572052 ]
 [ 1.06062698  1.0572052 ]]
Error: 0.5
[[ 0.20030691  0.20030691  0.20030691  0.20030691]
 [ 0.11718233  0.11718233  0.11718233  0.11718233]] 
 [[ 1.06093216  1.05750501]
 [ 1.06093216  1.05750501]
 [ 1.06093216  1.05750501]
 [ 1.06093216  1.05750501]]
Error: 0.5
[[ 0.20038271  0.20038271  0.20038271  0.20038271]
 [ 0.11723888  0.11723888  0.11723888  0.11723888]] 
 [[ 1.06123686  1.05780435]
 [ 1.06123686  1.05780435]
 [ 1.06123686  1.05780435]
 [ 1.06123686  1.05780435]]
Error: 0.5
[[ 0.20045839  0.20045839  0.20045839  0.20045839]
 [ 0.11729535  0.11729535  0.11729535  0.11729535]] 
 [[ 1.06154108  1.05810332]
 [ 1.06154108  1.05810332]
 [ 1.06154108  1.05810332]
 [ 1.06154108  1.05810332]]
Error: 0.5
[[ 0.20053396  0.20053396  0.20053396  0.20053396]
 [ 0.11735176  0.11735176  0.11735176  0.11735176]] 
 [[ 1.06184494  1.05840182]
 [ 1.06184494  1.05840182]
 [ 1.06184494  1.05840182]
 [ 1.06184494  1.05840182]]
Error: 0.5
[[ 0.2006094   0.2006094   0.2006094   0.2006094 ]
 [ 0.11740808  0.11740808  0.11740808  0.11740808]] 
 [[ 1.06214833  1.05869997]
 [ 1.06214833  1.05869997]
 [ 1.06214833  1.05869997]
 [ 1.06214833  1.05869997]]
Error: 0.5
[[ 0.20068473  0.20068473  0.20068473  0.20068473]
 [ 0.11746433  0.11746433  0.11746433  0.11746433]] 
 [[ 1.06245136  1.05899763]
 [ 1.06245136  1.05899763]
 [ 1.06245136  1.05899763]
 [ 1.06245136  1.05899763]]
Error: 0.5
[[ 0.20075993  0.20075993  0.20075993  0.20075993]
 [ 0.11752051  0.11752051  0.11752051  0.11752051]] 
 [[ 1.06275392  1.05929494]
 [ 1.06275392  1.05929494]
 [ 1.06275392  1.05929494]
 [ 1.06275392  1.05929494]]
Error: 0.5
[[ 0.20083502  0.20083502  0.20083502  0.20083502]
 [ 0.11757662  0.11757662  0.11757662  0.11757662]] 
 [[ 1.06305611  1.05959177]
 [ 1.06305611  1.05959177]
 [ 1.06305611  1.05959177]
 [ 1.06305611  1.05959177]]
Error: 0.5
[[ 0.20090999  0.20090999  0.20090999  0.20090999]
 [ 0.11763266  0.11763266  0.11763266  0.11763266]] 
 [[ 1.06335783  1.05988824]
 [ 1.06335783  1.05988824]
 [ 1.06335783  1.05988824]
 [ 1.06335783  1.05988824]]
Error: 0.5
[[ 0.20098485  0.20098485  0.20098485  0.20098485]
 [ 0.11768862  0.11768862  0.11768862  0.11768862]] 
 [[ 1.06365919  1.06018424]
 [ 1.06365919  1.06018424]
 [ 1.06365919  1.06018424]
 [ 1.06365919  1.06018424]]
Error: 0.5
[[ 0.20105959  0.20105959  0.20105959  0.20105959]
 [ 0.11774451  0.11774451  0.11774451  0.11774451]] 
 [[ 1.06396008  1.06047988]
 [ 1.06396008  1.06047988]
 [ 1.06396008  1.06047988]
 [ 1.06396008  1.06047988]]
Error: 0.5
[[ 0.20113422  0.20113422  0.20113422  0.20113422]
 [ 0.11780033  0.11780033  0.11780033  0.11780033]] 
 [[ 1.0642606   1.06077516]
 [ 1.0642606   1.06077516]
 [ 1.0642606   1.06077516]
 [ 1.0642606   1.06077516]]
Error: 0.5
[[ 0.20120873  0.20120873  0.20120873  0.20120873]
 [ 0.11785607  0.11785607  0.11785607  0.11785607]] 
 [[ 1.06456065  1.06106997]
 [ 1.06456065  1.06106997]
 [ 1.06456065  1.06106997]
 [ 1.06456065  1.06106997]]
Error: 0.5
[[ 0.20128311  0.20128311  0.20128311  0.20128311]
 [ 0.11791174  0.11791174  0.11791174  0.11791174]] 
 [[ 1.06486034  1.06136441]
 [ 1.06486034  1.06136441]
 [ 1.06486034  1.06136441]
 [ 1.06486034  1.06136441]]
Error: 0.5
[[ 0.20135739  0.20135739  0.20135739  0.20135739]
 [ 0.11796734  0.11796734  0.11796734  0.11796734]] 
 [[ 1.06515956  1.06165838]
 [ 1.06515956  1.06165838]
 [ 1.06515956  1.06165838]
 [ 1.06515956  1.06165838]]
Error: 0.5
[[ 0.20143156  0.20143156  0.20143156  0.20143156]
 [ 0.11802287  0.11802287  0.11802287  0.11802287]] 
 [[ 1.06545842  1.06195199]
 [ 1.06545842  1.06195199]
 [ 1.06545842  1.06195199]
 [ 1.06545842  1.06195199]]
Error: 0.5
[[ 0.2015056   0.2015056   0.2015056   0.2015056 ]
 [ 0.11807834  0.11807834  0.11807834  0.11807834]] 
 [[ 1.0657568   1.06224525]
 [ 1.0657568   1.06224525]
 [ 1.0657568   1.06224525]
 [ 1.0657568   1.06224525]]
Error: 0.5
[[ 0.20157953  0.20157953  0.20157953  0.20157953]
 [ 0.11813372  0.11813372  0.11813372  0.11813372]] 
 [[ 1.06605482  1.06253803]
 [ 1.06605482  1.06253803]
 [ 1.06605482  1.06253803]
 [ 1.06605482  1.06253803]]
Error: 0.5
[[ 0.20165335  0.20165335  0.20165335  0.20165335]
 [ 0.11818904  0.11818904  0.11818904  0.11818904]] 
 [[ 1.06635249  1.06283045]
 [ 1.06635249  1.06283045]
 [ 1.06635249  1.06283045]
 [ 1.06635249  1.06283045]]
Error: 0.5
[[ 0.20172705  0.20172705  0.20172705  0.20172705]
 [ 0.11824429  0.11824429  0.11824429  0.11824429]] 
 [[ 1.06664968  1.06312239]
 [ 1.06664968  1.06312239]
 [ 1.06664968  1.06312239]
 [ 1.06664968  1.06312239]]
Error: 0.5
[[ 0.20180064  0.20180064  0.20180064  0.20180064]
 [ 0.11829947  0.11829947  0.11829947  0.11829947]] 
 [[ 1.06694651  1.06341398]
 [ 1.06694651  1.06341398]
 [ 1.06694651  1.06341398]
 [ 1.06694651  1.06341398]]
Error: 0.5
[[ 0.20187412  0.20187412  0.20187412  0.20187412]
 [ 0.11835457  0.11835457  0.11835457  0.11835457]] 
 [[ 1.06724286  1.06370521]
 [ 1.06724286  1.06370521]
 [ 1.06724286  1.06370521]
 [ 1.06724286  1.06370521]]
Error: 0.5
[[ 0.20194748  0.20194748  0.20194748  0.20194748]
 [ 0.11840961  0.11840961  0.11840961  0.11840961]] 
 [[ 1.06753886  1.06399596]
 [ 1.06753886  1.06399596]
 [ 1.06753886  1.06399596]
 [ 1.06753886  1.06399596]]
Error: 0.5
[[ 0.20202073  0.20202073  0.20202073  0.20202073]
 [ 0.11846457  0.11846457  0.11846457  0.11846457]] 
 [[ 1.0678345   1.06428635]
 [ 1.0678345   1.06428635]
 [ 1.0678345   1.06428635]
 [ 1.0678345   1.06428635]]
Error: 0.5
[[ 0.20209387  0.20209387  0.20209387  0.20209387]
 [ 0.11851947  0.11851947  0.11851947  0.11851947]] 
 [[ 1.06812966  1.06457639]
 [ 1.06812966  1.06457639]
 [ 1.06812966  1.06457639]
 [ 1.06812966  1.06457639]]
Error: 0.5
[[ 0.2021669  0.2021669  0.2021669  0.2021669]
 [ 0.1185743  0.1185743  0.1185743  0.1185743]] 
 [[ 1.06842446  1.06486595]
 [ 1.06842446  1.06486595]
 [ 1.06842446  1.06486595]
 [ 1.06842446  1.06486595]]
Error: 0.5
[[ 0.20223981  0.20223981  0.20223981  0.20223981]
 [ 0.11862905  0.11862905  0.11862905  0.11862905]] 
 [[ 1.06871891  1.06515515]
 [ 1.06871891  1.06515515]
 [ 1.06871891  1.06515515]
 [ 1.06871891  1.06515515]]
Error: 0.5
[[ 0.20231262  0.20231262  0.20231262  0.20231262]
 [ 0.11868374  0.11868374  0.11868374  0.11868374]] 
 [[ 1.06901288  1.06544399]
 [ 1.06901288  1.06544399]
 [ 1.06901288  1.06544399]
 [ 1.06901288  1.06544399]]
Error: 0.5
[[ 0.20238531  0.20238531  0.20238531  0.20238531]
 [ 0.11873836  0.11873836  0.11873836  0.11873836]] 
 [[ 1.06930649  1.06573248]
 [ 1.06930649  1.06573248]
 [ 1.06930649  1.06573248]
 [ 1.06930649  1.06573248]]
Error: 0.5
[[ 0.20245789  0.20245789  0.20245789  0.20245789]
 [ 0.11879291  0.11879291  0.11879291  0.11879291]] 
 [[ 1.06959975  1.06602049]
 [ 1.06959975  1.06602049]
 [ 1.06959975  1.06602049]
 [ 1.06959975  1.06602049]]
Error: 0.5
[[ 0.20253035  0.20253035  0.20253035  0.20253035]
 [ 0.11884739  0.11884739  0.11884739  0.11884739]] 
 [[ 1.06989253  1.06630814]
 [ 1.06989253  1.06630814]
 [ 1.06989253  1.06630814]
 [ 1.06989253  1.06630814]]
Error: 0.5
[[ 0.20260271  0.20260271  0.20260271  0.20260271]
 [ 0.1189018   0.1189018   0.1189018   0.1189018 ]] 
 [[ 1.07018495  1.06659544]
 [ 1.07018495  1.06659544]
 [ 1.07018495  1.06659544]
 [ 1.07018495  1.06659544]]
Error: 0.5
[[ 0.20267497  0.20267497  0.20267497  0.20267497]
 [ 0.11895614  0.11895614  0.11895614  0.11895614]] 
 [[ 1.07047701  1.06688225]
 [ 1.07047701  1.06688225]
 [ 1.07047701  1.06688225]
 [ 1.07047701  1.06688225]]
Error: 0.5
[[ 0.20274711  0.20274711  0.20274711  0.20274711]
 [ 0.11901042  0.11901042  0.11901042  0.11901042]] 
 [[ 1.07076859  1.06716871]
 [ 1.07076859  1.06716871]
 [ 1.07076859  1.06716871]
 [ 1.07076859  1.06716871]]
Error: 0.5
[[ 0.20281914  0.20281914  0.20281914  0.20281914]
 [ 0.11906462  0.11906462  0.11906462  0.11906462]] 
 [[ 1.07105982  1.06745481]
 [ 1.07105982  1.06745481]
 [ 1.07105982  1.06745481]
 [ 1.07105982  1.06745481]]
Error: 0.5
[[ 0.20289107  0.20289107  0.20289107  0.20289107]
 [ 0.11911876  0.11911876  0.11911876  0.11911876]] 
 [[ 1.07135069  1.06774056]
 [ 1.07135069  1.06774056]
 [ 1.07135069  1.06774056]
 [ 1.07135069  1.06774056]]
Error: 0.5
[[ 0.20296288  0.20296288  0.20296288  0.20296288]
 [ 0.11917283  0.11917283  0.11917283  0.11917283]] 
 [[ 1.07164121  1.06802595]
 [ 1.07164121  1.06802595]
 [ 1.07164121  1.06802595]
 [ 1.07164121  1.06802595]]
Error: 0.5
[[ 0.20303458  0.20303458  0.20303458  0.20303458]
 [ 0.11922683  0.11922683  0.11922683  0.11922683]] 
 [[ 1.07193124  1.06831086]
 [ 1.07193124  1.06831086]
 [ 1.07193124  1.06831086]
 [ 1.07193124  1.06831086]]
Error: 0.5
[[ 0.20310618  0.20310618  0.20310618  0.20310618]
 [ 0.11928076  0.11928076  0.11928076  0.11928076]] 
 [[ 1.07222092  1.06859541]
 [ 1.07222092  1.06859541]
 [ 1.07222092  1.06859541]
 [ 1.07222092  1.06859541]]
Error: 0.5
[[ 0.20317766  0.20317766  0.20317766  0.20317766]
 [ 0.11933463  0.11933463  0.11933463  0.11933463]] 
 [[ 1.07251024  1.0688796 ]
 [ 1.07251024  1.0688796 ]
 [ 1.07251024  1.0688796 ]
 [ 1.07251024  1.0688796 ]]
Error: 0.5
[[ 0.20324904  0.20324904  0.20324904  0.20324904]
 [ 0.11938843  0.11938843  0.11938843  0.11938843]] 
 [[ 1.07279921  1.06916344]
 [ 1.07279921  1.06916344]
 [ 1.07279921  1.06916344]
 [ 1.07279921  1.06916344]]
Error: 0.5
[[ 0.20332031  0.20332031  0.20332031  0.20332031]
 [ 0.11944216  0.11944216  0.11944216  0.11944216]] 
 [[ 1.07308769  1.06944692]
 [ 1.07308769  1.06944692]
 [ 1.07308769  1.06944692]
 [ 1.07308769  1.06944692]]
Error: 0.5
[[ 0.20339148  0.20339148  0.20339148  0.20339148]
 [ 0.11949583  0.11949583  0.11949583  0.11949583]] 
 [[ 1.07337582  1.06972992]
 [ 1.07337582  1.06972992]
 [ 1.07337582  1.06972992]
 [ 1.07337582  1.06972992]]
Error: 0.5
[[ 0.20346254  0.20346254  0.20346254  0.20346254]
 [ 0.11954943  0.11954943  0.11954943  0.11954943]] 
 [[ 1.07366359  1.07001257]
 [ 1.07366359  1.07001257]
 [ 1.07366359  1.07001257]
 [ 1.07366359  1.07001257]]
Error: 0.5
[[ 0.20353349  0.20353349  0.20353349  0.20353349]
 [ 0.11960296  0.11960296  0.11960296  0.11960296]] 
 [[ 1.07395101  1.07029486]
 [ 1.07395101  1.07029486]
 [ 1.07395101  1.07029486]
 [ 1.07395101  1.07029486]]
Error: 0.5
[[ 0.20360433  0.20360433  0.20360433  0.20360433]
 [ 0.11965643  0.11965643  0.11965643  0.11965643]] 
 [[ 1.07423806  1.07057679]
 [ 1.07423806  1.07057679]
 [ 1.07423806  1.07057679]
 [ 1.07423806  1.07057679]]
Error: 0.5
[[ 0.20367506  0.20367506  0.20367506  0.20367506]
 [ 0.11970983  0.11970983  0.11970983  0.11970983]] 
 [[ 1.07452464  1.07085836]
 [ 1.07452464  1.07085836]
 [ 1.07452464  1.07085836]
 [ 1.07452464  1.07085836]]
Error: 0.5
[[ 0.20374569  0.20374569  0.20374569  0.20374569]
 [ 0.11976316  0.11976316  0.11976316  0.11976316]] 
 [[ 1.07481086  1.07113957]
 [ 1.07481086  1.07113957]
 [ 1.07481086  1.07113957]
 [ 1.07481086  1.07113957]]
Error: 0.5
[[ 0.20381622  0.20381622  0.20381622  0.20381622]
 [ 0.11981642  0.11981642  0.11981642  0.11981642]] 
 [[ 1.07509673  1.07142043]
 [ 1.07509673  1.07142043]
 [ 1.07509673  1.07142043]
 [ 1.07509673  1.07142043]]
Error: 0.5
[[ 0.20388664  0.20388664  0.20388664  0.20388664]
 [ 0.11986963  0.11986963  0.11986963  0.11986963]] 
 [[ 1.07538223  1.07170081]
 [ 1.07538223  1.07170081]
 [ 1.07538223  1.07170081]
 [ 1.07538223  1.07170081]]
Error: 0.5
[[ 0.20395696  0.20395696  0.20395696  0.20395696]
 [ 0.11992276  0.11992276  0.11992276  0.11992276]] 
 [[ 1.07566738  1.07198083]
 [ 1.07566738  1.07198083]
 [ 1.07566738  1.07198083]
 [ 1.07566738  1.07198083]]
Error: 0.5
[[ 0.20402718  0.20402718  0.20402718  0.20402718]
 [ 0.11997584  0.11997584  0.11997584  0.11997584]] 
 [[ 1.07595217  1.0722605 ]
 [ 1.07595217  1.0722605 ]
 [ 1.07595217  1.0722605 ]
 [ 1.07595217  1.0722605 ]]
Error: 0.5
[[ 0.20409729  0.20409729  0.20409729  0.20409729]
 [ 0.12002884  0.12002884  0.12002884  0.12002884]] 
 [[ 1.07623649  1.07253981]
 [ 1.07623649  1.07253981]
 [ 1.07623649  1.07253981]
 [ 1.07623649  1.07253981]]
Error: 0.5
[[ 0.20416729  0.20416729  0.20416729  0.20416729]
 [ 0.12008178  0.12008178  0.12008178  0.12008178]] 
 [[ 1.07652044  1.07281876]
 [ 1.07652044  1.07281876]
 [ 1.07652044  1.07281876]
 [ 1.07652044  1.07281876]]
Error: 0.5
[[ 0.20423719  0.20423719  0.20423719  0.20423719]
 [ 0.12013466  0.12013466  0.12013466  0.12013466]] 
 [[ 1.07680404  1.07309735]
 [ 1.07680404  1.07309735]
 [ 1.07680404  1.07309735]
 [ 1.07680404  1.07309735]]
Error: 0.5
[[ 0.20430699  0.20430699  0.20430699  0.20430699]
 [ 0.12018747  0.12018747  0.12018747  0.12018747]] 
 [[ 1.07708728  1.07337558]
 [ 1.07708728  1.07337558]
 [ 1.07708728  1.07337558]
 [ 1.07708728  1.07337558]]
Error: 0.5
[[ 0.20437668  0.20437668  0.20437668  0.20437668]
 [ 0.12024021  0.12024021  0.12024021  0.12024021]] 
 [[ 1.07737017  1.07365346]
 [ 1.07737017  1.07365346]
 [ 1.07737017  1.07365346]
 [ 1.07737017  1.07365346]]
Error: 0.5
[[ 0.20444627  0.20444627  0.20444627  0.20444627]
 [ 0.12029289  0.12029289  0.12029289  0.12029289]] 
 [[ 1.07765269  1.07393098]
 [ 1.07765269  1.07393098]
 [ 1.07765269  1.07393098]
 [ 1.07765269  1.07393098]]
Error: 0.5
[[ 0.20451576  0.20451576  0.20451576  0.20451576]
 [ 0.12034551  0.12034551  0.12034551  0.12034551]] 
 [[ 1.07793486  1.07420814]
 [ 1.07793486  1.07420814]
 [ 1.07793486  1.07420814]
 [ 1.07793486  1.07420814]]
Error: 0.5
[[ 0.20458513  0.20458513  0.20458513  0.20458513]
 [ 0.12039806  0.12039806  0.12039806  0.12039806]] 
 [[ 1.07821667  1.07448494]
 [ 1.07821667  1.07448494]
 [ 1.07821667  1.07448494]
 [ 1.07821667  1.07448494]]
Error: 0.5
[[ 0.20465443  0.20465443  0.20465443  0.20465443]
 [ 0.12045055  0.12045055  0.12045055  0.12045055]] 
 [[ 1.07849813  1.07476139]
 [ 1.07849813  1.07476139]
 [ 1.07849813  1.07476139]
 [ 1.07849813  1.07476139]]
Error: 0.5
[[ 0.20472361  0.20472361  0.20472361  0.20472361]
 [ 0.12050297  0.12050297  0.12050297  0.12050297]] 
 [[ 1.07877922  1.07503748]
 [ 1.07877922  1.07503748]
 [ 1.07877922  1.07503748]
 [ 1.07877922  1.07503748]]
Error: 0.5
[[ 0.20479269  0.20479269  0.20479269  0.20479269]
 [ 0.12055533  0.12055533  0.12055533  0.12055533]] 
 [[ 1.07905996  1.07531321]
 [ 1.07905996  1.07531321]
 [ 1.07905996  1.07531321]
 [ 1.07905996  1.07531321]]
Error: 0.5
[[ 0.20486167  0.20486167  0.20486167  0.20486167]
 [ 0.12060763  0.12060763  0.12060763  0.12060763]] 
 [[ 1.07934034  1.07558858]
 [ 1.07934034  1.07558858]
 [ 1.07934034  1.07558858]
 [ 1.07934034  1.07558858]]
Error: 0.5
[[ 0.20493054  0.20493054  0.20493054  0.20493054]
 [ 0.12065987  0.12065987  0.12065987  0.12065987]] 
 [[ 1.07962036  1.0758636 ]
 [ 1.07962036  1.0758636 ]
 [ 1.07962036  1.0758636 ]
 [ 1.07962036  1.0758636 ]]
Error: 0.5
[[ 0.20499931  0.20499931  0.20499931  0.20499931]
 [ 0.12071203  0.12071203  0.12071203  0.12071203]] 
 [[ 1.07990003  1.07613826]
 [ 1.07990003  1.07613826]
 [ 1.07990003  1.07613826]
 [ 1.07990003  1.07613826]]
Error: 0.5
[[ 0.20506799  0.20506799  0.20506799  0.20506799]
 [ 0.12076414  0.12076414  0.12076414  0.12076414]] 
 [[ 1.08017921  1.07641256]
 [ 1.08017921  1.07641256]
 [ 1.08017921  1.07641256]
 [ 1.08017921  1.07641256]]
Error: 0.5
[[ 0.20513657  0.20513657  0.20513657  0.20513657]
 [ 0.12081619  0.12081619  0.12081619  0.12081619]] 
 [[ 1.08045805  1.0766865 ]
 [ 1.08045805  1.0766865 ]
 [ 1.08045805  1.0766865 ]
 [ 1.08045805  1.0766865 ]]
Error: 0.5
[[ 0.20520504  0.20520504  0.20520504  0.20520504]
 [ 0.12086817  0.12086817  0.12086817  0.12086817]] 
 [[ 1.08073652  1.07696009]
 [ 1.08073652  1.07696009]
 [ 1.08073652  1.07696009]
 [ 1.08073652  1.07696009]]
Error: 0.5
[[ 0.20527342  0.20527342  0.20527342  0.20527342]
 [ 0.12092008  0.12092008  0.12092008  0.12092008]] 
 [[ 1.08101463  1.07723331]
 [ 1.08101463  1.07723331]
 [ 1.08101463  1.07723331]
 [ 1.08101463  1.07723331]]
Error: 0.5
[[ 0.2053417   0.2053417   0.2053417   0.2053417 ]
 [ 0.12097194  0.12097194  0.12097194  0.12097194]] 
 [[ 1.08129239  1.07750618]
 [ 1.08129239  1.07750618]
 [ 1.08129239  1.07750618]
 [ 1.08129239  1.07750618]]
Error: 0.5
[[ 0.20540987  0.20540987  0.20540987  0.20540987]
 [ 0.12102373  0.12102373  0.12102373  0.12102373]] 
 [[ 1.08156979  1.0777787 ]
 [ 1.08156979  1.0777787 ]
 [ 1.08156979  1.0777787 ]
 [ 1.08156979  1.0777787 ]]
Error: 0.5
[[ 0.20547795  0.20547795  0.20547795  0.20547795]
 [ 0.12107546  0.12107546  0.12107546  0.12107546]] 
 [[ 1.08184695  1.07805085]
 [ 1.08184695  1.07805085]
 [ 1.08184695  1.07805085]
 [ 1.08184695  1.07805085]]
Error: 0.5
[[ 0.20554593  0.20554593  0.20554593  0.20554593]
 [ 0.12112713  0.12112713  0.12112713  0.12112713]] 
 [[ 1.08212376  1.07832265]
 [ 1.08212376  1.07832265]
 [ 1.08212376  1.07832265]
 [ 1.08212376  1.07832265]]
Error: 0.5
[[ 0.20561381  0.20561381  0.20561381  0.20561381]
 [ 0.12117873  0.12117873  0.12117873  0.12117873]] 
 [[ 1.0824002   1.07859409]
 [ 1.0824002   1.07859409]
 [ 1.0824002   1.07859409]
 [ 1.0824002   1.07859409]]
Error: 0.5
[[ 0.20568159  0.20568159  0.20568159  0.20568159]
 [ 0.12123027  0.12123027  0.12123027  0.12123027]] 
 [[ 1.08267629  1.07886517]
 [ 1.08267629  1.07886517]
 [ 1.08267629  1.07886517]
 [ 1.08267629  1.07886517]]
Error: 0.5
[[ 0.20574927  0.20574927  0.20574927  0.20574927]
 [ 0.12128176  0.12128176  0.12128176  0.12128176]] 
 [[ 1.08295202  1.07913589]
 [ 1.08295202  1.07913589]
 [ 1.08295202  1.07913589]
 [ 1.08295202  1.07913589]]
Error: 0.5
[[ 0.20581686  0.20581686  0.20581686  0.20581686]
 [ 0.12133318  0.12133318  0.12133318  0.12133318]] 
 [[ 1.0832274   1.07940626]
 [ 1.0832274   1.07940626]
 [ 1.0832274   1.07940626]
 [ 1.0832274   1.07940626]]
Error: 0.5
[[ 0.20588435  0.20588435  0.20588435  0.20588435]
 [ 0.12138454  0.12138454  0.12138454  0.12138454]] 
 [[ 1.08350241  1.07967639]
 [ 1.08350241  1.07967639]
 [ 1.08350241  1.07967639]
 [ 1.08350241  1.07967639]]
Error: 0.5
[[ 0.20595174  0.20595174  0.20595174  0.20595174]
 [ 0.12143584  0.12143584  0.12143584  0.12143584]] 
 [[ 1.08377707  1.07994616]
 [ 1.08377707  1.07994616]
 [ 1.08377707  1.07994616]
 [ 1.08377707  1.07994616]]
Error: 0.5
[[ 0.20601903  0.20601903  0.20601903  0.20601903]
 [ 0.12148707  0.12148707  0.12148707  0.12148707]] 
 [[ 1.08405137  1.08021557]
 [ 1.08405137  1.08021557]
 [ 1.08405137  1.08021557]
 [ 1.08405137  1.08021557]]
Error: 0.5
[[ 0.20608622  0.20608622  0.20608622  0.20608622]
 [ 0.12153825  0.12153825  0.12153825  0.12153825]] 
 [[ 1.08432531  1.08048463]
 [ 1.08432531  1.08048463]
 [ 1.08432531  1.08048463]
 [ 1.08432531  1.08048463]]
Error: 0.5
[[ 0.20615332  0.20615332  0.20615332  0.20615332]
 [ 0.12158936  0.12158936  0.12158936  0.12158936]] 
 [[ 1.0845989   1.08075333]
 [ 1.0845989   1.08075333]
 [ 1.0845989   1.08075333]
 [ 1.0845989   1.08075333]]
Error: 0.5
[[ 0.20622031  0.20622031  0.20622031  0.20622031]
 [ 0.12164041  0.12164041  0.12164041  0.12164041]] 
 [[ 1.08487213  1.08102167]
 [ 1.08487213  1.08102167]
 [ 1.08487213  1.08102167]
 [ 1.08487213  1.08102167]]
Error: 0.5
[[ 0.20628722  0.20628722  0.20628722  0.20628722]
 [ 0.12169141  0.12169141  0.12169141  0.12169141]] 
 [[ 1.085145    1.08128965]
 [ 1.085145    1.08128965]
 [ 1.085145    1.08128965]
 [ 1.085145    1.08128965]]
Error: 0.5
[[ 0.20635404  0.20635404  0.20635404  0.20635404]
 [ 0.12174234  0.12174234  0.12174234  0.12174234]] 
 [[ 1.08541751  1.08155739]
 [ 1.08541751  1.08155739]
 [ 1.08541751  1.08155739]
 [ 1.08541751  1.08155739]]
Error: 0.5
[[ 0.20642075  0.20642075  0.20642075  0.20642075]
 [ 0.12179321  0.12179321  0.12179321  0.12179321]] 
 [[ 1.08568978  1.08182478]
 [ 1.08568978  1.08182478]
 [ 1.08568978  1.08182478]
 [ 1.08568978  1.08182478]]
Error: 0.5
[[ 0.20648737  0.20648737  0.20648737  0.20648737]
 [ 0.12184402  0.12184402  0.12184402  0.12184402]] 
 [[ 1.0859617   1.08209181]
 [ 1.0859617   1.08209181]
 [ 1.0859617   1.08209181]
 [ 1.0859617   1.08209181]]
Error: 0.5
[[ 0.20655389  0.20655389  0.20655389  0.20655389]
 [ 0.12189478  0.12189478  0.12189478  0.12189478]] 
 [[ 1.08623326  1.08235848]
 [ 1.08623326  1.08235848]
 [ 1.08623326  1.08235848]
 [ 1.08623326  1.08235848]]
Error: 0.5
[[ 0.20662032  0.20662032  0.20662032  0.20662032]
 [ 0.12194547  0.12194547  0.12194547  0.12194547]] 
 [[ 1.08650446  1.08262479]
 [ 1.08650446  1.08262479]
 [ 1.08650446  1.08262479]
 [ 1.08650446  1.08262479]]
Error: 0.5
[[ 0.20668666  0.20668666  0.20668666  0.20668666]
 [ 0.1219961   0.1219961   0.1219961   0.1219961 ]] 
 [[ 1.0867753   1.08289075]
 [ 1.0867753   1.08289075]
 [ 1.0867753   1.08289075]
 [ 1.0867753   1.08289075]]
Error: 0.5
[[ 0.2067529   0.2067529   0.2067529   0.2067529 ]
 [ 0.12204668  0.12204668  0.12204668  0.12204668]] 
 [[ 1.08704579  1.08315647]
 [ 1.08704579  1.08315647]
 [ 1.08704579  1.08315647]
 [ 1.08704579  1.08315647]]
Error: 0.5
[[ 0.20681904  0.20681904  0.20681904  0.20681904]
 [ 0.12209719  0.12209719  0.12209719  0.12209719]] 
 [[ 1.08731592  1.08342183]
 [ 1.08731592  1.08342183]
 [ 1.08731592  1.08342183]
 [ 1.08731592  1.08342183]]
Error: 0.5
[[ 0.2068851   0.2068851   0.2068851   0.2068851 ]
 [ 0.12214765  0.12214765  0.12214765  0.12214765]] 
 [[ 1.08758581  1.08368683]
 [ 1.08758581  1.08368683]
 [ 1.08758581  1.08368683]
 [ 1.08758581  1.08368683]]
Error: 0.5
[[ 0.20695105  0.20695105  0.20695105  0.20695105]
 [ 0.12219805  0.12219805  0.12219805  0.12219805]] 
 [[ 1.08785534  1.08395147]
 [ 1.08785534  1.08395147]
 [ 1.08785534  1.08395147]
 [ 1.08785534  1.08395147]]
Error: 0.5
[[ 0.20701692  0.20701692  0.20701692  0.20701692]
 [ 0.12224838  0.12224838  0.12224838  0.12224838]] 
 [[ 1.08812451  1.08421576]
 [ 1.08812451  1.08421576]
 [ 1.08812451  1.08421576]
 [ 1.08812451  1.08421576]]
Error: 0.5
[[ 0.20708269  0.20708269  0.20708269  0.20708269]
 [ 0.12229866  0.12229866  0.12229866  0.12229866]] 
 [[ 1.08839333  1.08447981]
 [ 1.08839333  1.08447981]
 [ 1.08839333  1.08447981]
 [ 1.08839333  1.08447981]]
Error: 0.5
[[ 0.20714837  0.20714837  0.20714837  0.20714837]
 [ 0.12234887  0.12234887  0.12234887  0.12234887]] 
 [[ 1.08866179  1.0847435 ]
 [ 1.08866179  1.0847435 ]
 [ 1.08866179  1.0847435 ]
 [ 1.08866179  1.0847435 ]]
Error: 0.5
[[ 0.20721395  0.20721395  0.20721395  0.20721395]
 [ 0.12239903  0.12239903  0.12239903  0.12239903]] 
 [[ 1.08893001  1.08500683]
 [ 1.08893001  1.08500683]
 [ 1.08893001  1.08500683]
 [ 1.08893001  1.08500683]]
Error: 0.5
[[ 0.20727944  0.20727944  0.20727944  0.20727944]
 [ 0.12244913  0.12244913  0.12244913  0.12244913]] 
 [[ 1.08919787  1.08526981]
 [ 1.08919787  1.08526981]
 [ 1.08919787  1.08526981]
 [ 1.08919787  1.08526981]]
Error: 0.5
[[ 0.20734484  0.20734484  0.20734484  0.20734484]
 [ 0.12249917  0.12249917  0.12249917  0.12249917]] 
 [[ 1.08946538  1.08553255]
 [ 1.08946538  1.08553255]
 [ 1.08946538  1.08553255]
 [ 1.08946538  1.08553255]]
Error: 0.5
[[ 0.20741016  0.20741016  0.20741016  0.20741016]
 [ 0.12254915  0.12254915  0.12254915  0.12254915]] 
 [[ 1.08973253  1.08579493]
 [ 1.08973253  1.08579493]
 [ 1.08973253  1.08579493]
 [ 1.08973253  1.08579493]]
Error: 0.5
[[ 0.20747538  0.20747538  0.20747538  0.20747538]
 [ 0.12259907  0.12259907  0.12259907  0.12259907]] 
 [[ 1.08999932  1.08605695]
 [ 1.08999932  1.08605695]
 [ 1.08999932  1.08605695]
 [ 1.08999932  1.08605695]]
Error: 0.5
[[ 0.2075405   0.2075405   0.2075405   0.2075405 ]
 [ 0.12264894  0.12264894  0.12264894  0.12264894]] 
 [[ 1.09026587  1.08631873]
 [ 1.09026587  1.08631873]
 [ 1.09026587  1.08631873]
 [ 1.09026587  1.08631873]]
Error: 0.5
[[ 0.20760553  0.20760553  0.20760553  0.20760553]
 [ 0.12269875  0.12269875  0.12269875  0.12269875]] 
 [[ 1.09053206  1.08658016]
 [ 1.09053206  1.08658016]
 [ 1.09053206  1.08658016]
 [ 1.09053206  1.08658016]]
Error: 0.5
[[ 0.20767047  0.20767047  0.20767047  0.20767047]
 [ 0.12274849  0.12274849  0.12274849  0.12274849]] 
 [[ 1.0907979   1.08684123]
 [ 1.0907979   1.08684123]
 [ 1.0907979   1.08684123]
 [ 1.0907979   1.08684123]]
Error: 0.5
[[ 0.20773531  0.20773531  0.20773531  0.20773531]
 [ 0.12279819  0.12279819  0.12279819  0.12279819]] 
 [[ 1.09106338  1.08710194]
 [ 1.09106338  1.08710194]
 [ 1.09106338  1.08710194]
 [ 1.09106338  1.08710194]]
Error: 0.5
[[ 0.20780008  0.20780008  0.20780008  0.20780008]
 [ 0.12284783  0.12284783  0.12284783  0.12284783]] 
 [[ 1.09132862  1.08736241]
 [ 1.09132862  1.08736241]
 [ 1.09132862  1.08736241]
 [ 1.09132862  1.08736241]]
Error: 0.5
[[ 0.20786475  0.20786475  0.20786475  0.20786475]
 [ 0.1228974   0.1228974   0.1228974   0.1228974 ]] 
 [[ 1.0915935   1.08762252]
 [ 1.0915935   1.08762252]
 [ 1.0915935   1.08762252]
 [ 1.0915935   1.08762252]]
Error: 0.5
[[ 0.20792933  0.20792933  0.20792933  0.20792933]
 [ 0.12294692  0.12294692  0.12294692  0.12294692]] 
 [[ 1.09185803  1.08788228]
 [ 1.09185803  1.08788228]
 [ 1.09185803  1.08788228]
 [ 1.09185803  1.08788228]]
Error: 0.5
[[ 0.20799382  0.20799382  0.20799382  0.20799382]
 [ 0.12299638  0.12299638  0.12299638  0.12299638]] 
 [[ 1.09212232  1.0881418 ]
 [ 1.09212232  1.0881418 ]
 [ 1.09212232  1.0881418 ]
 [ 1.09212232  1.0881418 ]]
Error: 0.5
[[ 0.20805822  0.20805822  0.20805822  0.20805822]
 [ 0.12304579  0.12304579  0.12304579  0.12304579]] 
 [[ 1.09238625  1.08840096]
 [ 1.09238625  1.08840096]
 [ 1.09238625  1.08840096]
 [ 1.09238625  1.08840096]]
Error: 0.5
[[ 0.20812254  0.20812254  0.20812254  0.20812254]
 [ 0.12309513  0.12309513  0.12309513  0.12309513]] 
 [[ 1.09264982  1.08865976]
 [ 1.09264982  1.08865976]
 [ 1.09264982  1.08865976]
 [ 1.09264982  1.08865976]]
Error: 0.5
[[ 0.20818676  0.20818676  0.20818676  0.20818676]
 [ 0.12314443  0.12314443  0.12314443  0.12314443]] 
 [[ 1.09291303  1.08891833]
 [ 1.09291303  1.08891833]
 [ 1.09291303  1.08891833]
 [ 1.09291303  1.08891833]]
Error: 0.5
[[ 0.2082509   0.2082509   0.2082509   0.2082509 ]
 [ 0.12319366  0.12319366  0.12319366  0.12319366]] 
 [[ 1.09317601  1.08917654]
 [ 1.09317601  1.08917654]
 [ 1.09317601  1.08917654]
 [ 1.09317601  1.08917654]]
Error: 0.5
[[ 0.20831494  0.20831494  0.20831494  0.20831494]
 [ 0.12324284  0.12324284  0.12324284  0.12324284]] 
 [[ 1.09343863  1.08943439]
 [ 1.09343863  1.08943439]
 [ 1.09343863  1.08943439]
 [ 1.09343863  1.08943439]]
Error: 0.5
[[ 0.2083789   0.2083789   0.2083789   0.2083789 ]
 [ 0.12329196  0.12329196  0.12329196  0.12329196]] 
 [[ 1.09370089  1.089692  ]
 [ 1.09370089  1.089692  ]
 [ 1.09370089  1.089692  ]
 [ 1.09370089  1.089692  ]]
Error: 0.5
[[ 0.20844276  0.20844276  0.20844276  0.20844276]
 [ 0.12334102  0.12334102  0.12334102  0.12334102]] 
 [[ 1.09396291  1.08994925]
 [ 1.09396291  1.08994925]
 [ 1.09396291  1.08994925]
 [ 1.09396291  1.08994925]]
Error: 0.5
[[ 0.20850654  0.20850654  0.20850654  0.20850654]
 [ 0.12339003  0.12339003  0.12339003  0.12339003]] 
 [[ 1.09422457  1.09020615]
 [ 1.09422457  1.09020615]
 [ 1.09422457  1.09020615]
 [ 1.09422457  1.09020615]]
Error: 0.5
[[ 0.20857023  0.20857023  0.20857023  0.20857023]
 [ 0.12343898  0.12343898  0.12343898  0.12343898]] 
 [[ 1.09448588  1.0904628 ]
 [ 1.09448588  1.0904628 ]
 [ 1.09448588  1.0904628 ]
 [ 1.09448588  1.0904628 ]]
Error: 0.5
[[ 0.20863383  0.20863383  0.20863383  0.20863383]
 [ 0.12348788  0.12348788  0.12348788  0.12348788]] 
 [[ 1.09474695  1.0907191 ]
 [ 1.09474695  1.0907191 ]
 [ 1.09474695  1.0907191 ]
 [ 1.09474695  1.0907191 ]]
Error: 0.5
[[ 0.20869733  0.20869733  0.20869733  0.20869733]
 [ 0.12353672  0.12353672  0.12353672  0.12353672]] 
 [[ 1.09500766  1.09097517]
 [ 1.09500766  1.09097517]
 [ 1.09500766  1.09097517]
 [ 1.09500766  1.09097517]]
Error: 0.5
[[ 0.20876075  0.20876075  0.20876075  0.20876075]
 [ 0.12358551  0.12358551  0.12358551  0.12358551]] 
 [[ 1.09526801  1.09123087]
 [ 1.09526801  1.09123087]
 [ 1.09526801  1.09123087]
 [ 1.09526801  1.09123087]]
Error: 0.5
[[ 0.20882408  0.20882408  0.20882408  0.20882408]
 [ 0.12363423  0.12363423  0.12363423  0.12363423]] 
 [[ 1.09552813  1.09148622]
 [ 1.09552813  1.09148622]
 [ 1.09552813  1.09148622]
 [ 1.09552813  1.09148622]]
Error: 0.5
[[ 0.20888734  0.20888734  0.20888734  0.20888734]
 [ 0.12368291  0.12368291  0.12368291  0.12368291]] 
 [[ 1.09578788  1.09174132]
 [ 1.09578788  1.09174132]
 [ 1.09578788  1.09174132]
 [ 1.09578788  1.09174132]]
Error: 0.5
[[ 0.2089505   0.2089505   0.2089505   0.2089505 ]
 [ 0.12373153  0.12373153  0.12373153  0.12373153]] 
 [[ 1.0960474   1.09199607]
 [ 1.0960474   1.09199607]
 [ 1.0960474   1.09199607]
 [ 1.0960474   1.09199607]]
Error: 0.5
[[ 0.20901358  0.20901358  0.20901358  0.20901358]
 [ 0.12378009  0.12378009  0.12378009  0.12378009]] 
 [[ 1.09630656  1.09225059]
 [ 1.09630656  1.09225059]
 [ 1.09630656  1.09225059]
 [ 1.09630656  1.09225059]]
Error: 0.5
[[ 0.20907657  0.20907657  0.20907657  0.20907657]
 [ 0.1238286   0.1238286   0.1238286   0.1238286 ]] 
 [[ 1.09656537  1.09250474]
 [ 1.09656537  1.09250474]
 [ 1.09656537  1.09250474]
 [ 1.09656537  1.09250474]]
Error: 0.5
[[ 0.20913947  0.20913947  0.20913947  0.20913947]
 [ 0.12387706  0.12387706  0.12387706  0.12387706]] 
 [[ 1.09682393  1.09275866]
 [ 1.09682393  1.09275866]
 [ 1.09682393  1.09275866]
 [ 1.09682393  1.09275866]]
Error: 0.5
[[ 0.20920229  0.20920229  0.20920229  0.20920229]
 [ 0.12392545  0.12392545  0.12392545  0.12392545]] 
 [[ 1.09708214  1.09301221]
 [ 1.09708214  1.09301221]
 [ 1.09708214  1.09301221]
 [ 1.09708214  1.09301221]]
Error: 0.5
[[ 0.20926502  0.20926502  0.20926502  0.20926502]
 [ 0.1239738   0.1239738   0.1239738   0.1239738 ]] 
 [[ 1.09734011  1.09326541]
 [ 1.09734011  1.09326541]
 [ 1.09734011  1.09326541]
 [ 1.09734011  1.09326541]]
Error: 0.5
[[ 0.20932767  0.20932767  0.20932767  0.20932767]
 [ 0.12402209  0.12402209  0.12402209  0.12402209]] 
 [[ 1.09759772  1.09351838]
 [ 1.09759772  1.09351838]
 [ 1.09759772  1.09351838]
 [ 1.09759772  1.09351838]]
Error: 0.5
[[ 0.20939022  0.20939022  0.20939022  0.20939022]
 [ 0.12407032  0.12407032  0.12407032  0.12407032]] 
 [[ 1.09785497  1.09377098]
 [ 1.09785497  1.09377098]
 [ 1.09785497  1.09377098]
 [ 1.09785497  1.09377098]]
Error: 0.5
[[ 0.2094527   0.2094527   0.2094527   0.2094527 ]
 [ 0.12411851  0.12411851  0.12411851  0.12411851]] 
 [[ 1.09811199  1.09402335]
 [ 1.09811199  1.09402335]
 [ 1.09811199  1.09402335]
 [ 1.09811199  1.09402335]]
Error: 0.5
[[ 0.20951509  0.20951509  0.20951509  0.20951509]
 [ 0.12416663  0.12416663  0.12416663  0.12416663]] 
 [[ 1.09836864  1.09427536]
 [ 1.09836864  1.09427536]
 [ 1.09836864  1.09427536]
 [ 1.09836864  1.09427536]]
Error: 0.5
[[ 0.2095774  0.2095774  0.2095774  0.2095774]
 [ 0.1242147  0.1242147  0.1242147  0.1242147]] 
 [[ 1.09862506  1.09452713]
 [ 1.09862506  1.09452713]
 [ 1.09862506  1.09452713]
 [ 1.09862506  1.09452713]]
Error: 0.5
[[ 0.20963962  0.20963962  0.20963962  0.20963962]
 [ 0.12426272  0.12426272  0.12426272  0.12426272]] 
 [[ 1.09888113  1.09477854]
 [ 1.09888113  1.09477854]
 [ 1.09888113  1.09477854]
 [ 1.09888113  1.09477854]]
Error: 0.5
[[ 0.20970176  0.20970176  0.20970176  0.20970176]
 [ 0.12431069  0.12431069  0.12431069  0.12431069]] 
 [[ 1.09913695  1.09502971]
 [ 1.09913695  1.09502971]
 [ 1.09913695  1.09502971]
 [ 1.09913695  1.09502971]]
Error: 0.5
[[ 0.20976381  0.20976381  0.20976381  0.20976381]
 [ 0.12435859  0.12435859  0.12435859  0.12435859]] 
 [[ 1.09939241  1.09528053]
 [ 1.09939241  1.09528053]
 [ 1.09939241  1.09528053]
 [ 1.09939241  1.09528053]]
Error: 0.5
[[ 0.20982578  0.20982578  0.20982578  0.20982578]
 [ 0.12440645  0.12440645  0.12440645  0.12440645]] 
 [[ 1.09964764  1.09553111]
 [ 1.09964764  1.09553111]
 [ 1.09964764  1.09553111]
 [ 1.09964764  1.09553111]]
Error: 0.5
[[ 0.20988767  0.20988767  0.20988767  0.20988767]
 [ 0.12445425  0.12445425  0.12445425  0.12445425]] 
 [[ 1.09990251  1.09578133]
 [ 1.09990251  1.09578133]
 [ 1.09990251  1.09578133]
 [ 1.09990251  1.09578133]]
Error: 0.5
[[ 0.20994946  0.20994946  0.20994946  0.20994946]
 [ 0.124502    0.124502    0.124502    0.124502  ]] 
 [[ 1.10015702  1.09603131]
 [ 1.10015702  1.09603131]
 [ 1.10015702  1.09603131]
 [ 1.10015702  1.09603131]]
Error: 0.5
[[ 0.21001118  0.21001118  0.21001118  0.21001118]
 [ 0.1245497   0.1245497   0.1245497   0.1245497 ]] 
 [[ 1.1004113   1.09628093]
 [ 1.1004113   1.09628093]
 [ 1.1004113   1.09628093]
 [ 1.1004113   1.09628093]]
Error: 0.5
[[ 0.21007282  0.21007282  0.21007282  0.21007282]
 [ 0.12459734  0.12459734  0.12459734  0.12459734]] 
 [[ 1.10066521  1.09653032]
 [ 1.10066521  1.09653032]
 [ 1.10066521  1.09653032]
 [ 1.10066521  1.09653032]]
Error: 0.5
[[ 0.21013437  0.21013437  0.21013437  0.21013437]
 [ 0.12464493  0.12464493  0.12464493  0.12464493]] 
 [[ 1.10091889  1.09677935]
 [ 1.10091889  1.09677935]
 [ 1.10091889  1.09677935]
 [ 1.10091889  1.09677935]]
Error: 0.5
[[ 0.21019584  0.21019584  0.21019584  0.21019584]
 [ 0.12469246  0.12469246  0.12469246  0.12469246]] 
 [[ 1.10117221  1.09702814]
 [ 1.10117221  1.09702814]
 [ 1.10117221  1.09702814]
 [ 1.10117221  1.09702814]]
Error: 0.5
[[ 0.21025723  0.21025723  0.21025723  0.21025723]
 [ 0.12473994  0.12473994  0.12473994  0.12473994]] 
 [[ 1.10142529  1.09727657]
 [ 1.10142529  1.09727657]
 [ 1.10142529  1.09727657]
 [ 1.10142529  1.09727657]]
Error: 0.5
[[ 0.21031854  0.21031854  0.21031854  0.21031854]
 [ 0.12478738  0.12478738  0.12478738  0.12478738]] 
 [[ 1.10167801  1.09752476]
 [ 1.10167801  1.09752476]
 [ 1.10167801  1.09752476]
 [ 1.10167801  1.09752476]]
Error: 0.5
[[ 0.21037975  0.21037975  0.21037975  0.21037975]
 [ 0.12483475  0.12483475  0.12483475  0.12483475]] 
 [[ 1.1019305  1.0977726]
 [ 1.1019305  1.0977726]
 [ 1.1019305  1.0977726]
 [ 1.1019305  1.0977726]]
Error: 0.5
[[ 0.21044089  0.21044089  0.21044089  0.21044089]
 [ 0.12488208  0.12488208  0.12488208  0.12488208]] 
 [[ 1.10218263  1.0980202 ]
 [ 1.10218263  1.0980202 ]
 [ 1.10218263  1.0980202 ]
 [ 1.10218263  1.0980202 ]]
Error: 0.5
[[ 0.21050194  0.21050194  0.21050194  0.21050194]
 [ 0.12492935  0.12492935  0.12492935  0.12492935]] 
 [[ 1.10243452  1.09826756]
 [ 1.10243452  1.09826756]
 [ 1.10243452  1.09826756]
 [ 1.10243452  1.09826756]]
Error: 0.5
[[ 0.21056291  0.21056291  0.21056291  0.21056291]
 [ 0.12497658  0.12497658  0.12497658  0.12497658]] 
 [[ 1.10268605  1.09851456]
 [ 1.10268605  1.09851456]
 [ 1.10268605  1.09851456]
 [ 1.10268605  1.09851456]]
Error: 0.5
[[ 0.21062382  0.21062382  0.21062382  0.21062382]
 [ 0.12502374  0.12502374  0.12502374  0.12502374]] 
 [[ 1.10293734  1.09876132]
 [ 1.10293734  1.09876132]
 [ 1.10293734  1.09876132]
 [ 1.10293734  1.09876132]]
Error: 0.5
[[ 0.21068463  0.21068463  0.21068463  0.21068463]
 [ 0.12507086  0.12507086  0.12507086  0.12507086]] 
 [[ 1.1031884   1.09900773]
 [ 1.1031884   1.09900773]
 [ 1.1031884   1.09900773]
 [ 1.1031884   1.09900773]]
Error: 0.5
[[ 0.21074536  0.21074536  0.21074536  0.21074536]
 [ 0.12511791  0.12511791  0.12511791  0.12511791]] 
 [[ 1.10343909  1.09925389]
 [ 1.10343909  1.09925389]
 [ 1.10343909  1.09925389]
 [ 1.10343909  1.09925389]]
Error: 0.5
[[ 0.21080601  0.21080601  0.21080601  0.21080601]
 [ 0.12516493  0.12516493  0.12516493  0.12516493]] 
 [[ 1.10368955  1.0994997 ]
 [ 1.10368955  1.0994997 ]
 [ 1.10368955  1.0994997 ]
 [ 1.10368955  1.0994997 ]]
Error: 0.5
[[ 0.21086659  0.21086659  0.21086659  0.21086659]
 [ 0.12521188  0.12521188  0.12521188  0.12521188]] 
 [[ 1.10393965  1.09974527]
 [ 1.10393965  1.09974527]
 [ 1.10393965  1.09974527]
 [ 1.10393965  1.09974527]]
Error: 0.5
[[ 0.21092707  0.21092707  0.21092707  0.21092707]
 [ 0.12525879  0.12525879  0.12525879  0.12525879]] 
 [[ 1.10418952  1.09999061]
 [ 1.10418952  1.09999061]
 [ 1.10418952  1.09999061]
 [ 1.10418952  1.09999061]]
Error: 0.5
[[ 0.21098748  0.21098748  0.21098748  0.21098748]
 [ 0.12530565  0.12530565  0.12530565  0.12530565]] 
 [[ 1.10443902  1.10023558]
 [ 1.10443902  1.10023558]
 [ 1.10443902  1.10023558]
 [ 1.10443902  1.10023558]]
Error: 0.5
[[ 0.21104781  0.21104781  0.21104781  0.21104781]
 [ 0.12535246  0.12535246  0.12535246  0.12535246]] 
 [[ 1.10468829  1.10048032]
 [ 1.10468829  1.10048032]
 [ 1.10468829  1.10048032]
 [ 1.10468829  1.10048032]]
Error: 0.5
[[ 0.21110806  0.21110806  0.21110806  0.21110806]
 [ 0.12539922  0.12539922  0.12539922  0.12539922]] 
 [[ 1.10493731  1.1007247 ]
 [ 1.10493731  1.1007247 ]
 [ 1.10493731  1.1007247 ]
 [ 1.10493731  1.1007247 ]]
Error: 0.5
[[ 0.21116823  0.21116823  0.21116823  0.21116823]
 [ 0.12544592  0.12544592  0.12544592  0.12544592]] 
 [[ 1.10518599  1.10096884]
 [ 1.10518599  1.10096884]
 [ 1.10518599  1.10096884]
 [ 1.10518599  1.10096884]]
Error: 0.5
[[ 0.21122833  0.21122833  0.21122833  0.21122833]
 [ 0.12549257  0.12549257  0.12549257  0.12549257]] 
 [[ 1.10543442  1.10121274]
 [ 1.10543442  1.10121274]
 [ 1.10543442  1.10121274]
 [ 1.10543442  1.10121274]]
Error: 0.5
[[ 0.21128833  0.21128833  0.21128833  0.21128833]
 [ 0.12553917  0.12553917  0.12553917  0.12553917]] 
 [[ 1.10568249  1.10145628]
 [ 1.10568249  1.10145628]
 [ 1.10568249  1.10145628]
 [ 1.10568249  1.10145628]]
Error: 0.5
[[ 0.21134827  0.21134827  0.21134827  0.21134827]
 [ 0.12558572  0.12558572  0.12558572  0.12558572]] 
 [[ 1.10593033  1.10169959]
 [ 1.10593033  1.10169959]
 [ 1.10593033  1.10169959]
 [ 1.10593033  1.10169959]]
Error: 0.5
[[ 0.21140812  0.21140812  0.21140812  0.21140812]
 [ 0.12563221  0.12563221  0.12563221  0.12563221]] 
 [[ 1.10617781  1.10194266]
 [ 1.10617781  1.10194266]
 [ 1.10617781  1.10194266]
 [ 1.10617781  1.10194266]]
Error: 0.5
[[ 0.21146789  0.21146789  0.21146789  0.21146789]
 [ 0.12567866  0.12567866  0.12567866  0.12567866]] 
 [[ 1.10642505  1.10218537]
 [ 1.10642505  1.10218537]
 [ 1.10642505  1.10218537]
 [ 1.10642505  1.10218537]]
Error: 0.5
[[ 0.21152759  0.21152759  0.21152759  0.21152759]
 [ 0.12572506  0.12572506  0.12572506  0.12572506]] 
 [[ 1.10667205  1.10242784]
 [ 1.10667205  1.10242784]
 [ 1.10667205  1.10242784]
 [ 1.10667205  1.10242784]]
Error: 0.5
[[ 0.21158721  0.21158721  0.21158721  0.21158721]
 [ 0.1257714   0.1257714   0.1257714   0.1257714 ]] 
 [[ 1.10691869  1.10267007]
 [ 1.10691869  1.10267007]
 [ 1.10691869  1.10267007]
 [ 1.10691869  1.10267007]]
Error: 0.5
[[ 0.21164674  0.21164674  0.21164674  0.21164674]
 [ 0.1258177   0.1258177   0.1258177   0.1258177 ]] 
 [[ 1.1071651   1.10291195]
 [ 1.1071651   1.10291195]
 [ 1.1071651   1.10291195]
 [ 1.1071651   1.10291195]]
Error: 0.5
[[ 0.21170619  0.21170619  0.21170619  0.21170619]
 [ 0.12586395  0.12586395  0.12586395  0.12586395]] 
 [[ 1.10741127  1.10315359]
 [ 1.10741127  1.10315359]
 [ 1.10741127  1.10315359]
 [ 1.10741127  1.10315359]]
Error: 0.5
[[ 0.21176557  0.21176557  0.21176557  0.21176557]
 [ 0.12591015  0.12591015  0.12591015  0.12591015]] 
 [[ 1.10765707  1.10339499]
 [ 1.10765707  1.10339499]
 [ 1.10765707  1.10339499]
 [ 1.10765707  1.10339499]]
Error: 0.5
[[ 0.21182488  0.21182488  0.21182488  0.21182488]
 [ 0.1259563   0.1259563   0.1259563   0.1259563 ]] 
 [[ 1.10790265  1.10363603]
 [ 1.10790265  1.10363603]
 [ 1.10790265  1.10363603]
 [ 1.10790265  1.10363603]]
Error: 0.5
[[ 0.21188411  0.21188411  0.21188411  0.21188411]
 [ 0.12600239  0.12600239  0.12600239  0.12600239]] 
 [[ 1.10814798  1.10387683]
 [ 1.10814798  1.10387683]
 [ 1.10814798  1.10387683]
 [ 1.10814798  1.10387683]]
Error: 0.5
[[ 0.21194325  0.21194325  0.21194325  0.21194325]
 [ 0.12604843  0.12604843  0.12604843  0.12604843]] 
 [[ 1.10839295  1.10411739]
 [ 1.10839295  1.10411739]
 [ 1.10839295  1.10411739]
 [ 1.10839295  1.10411739]]
Error: 0.5
[[ 0.21200232  0.21200232  0.21200232  0.21200232]
 [ 0.12609443  0.12609443  0.12609443  0.12609443]] 
 [[ 1.10863769  1.1043576 ]
 [ 1.10863769  1.1043576 ]
 [ 1.10863769  1.1043576 ]
 [ 1.10863769  1.1043576 ]]
Error: 0.5
[[ 0.21206132  0.21206132  0.21206132  0.21206132]
 [ 0.12614037  0.12614037  0.12614037  0.12614037]] 
 [[ 1.10888219  1.10459757]
 [ 1.10888219  1.10459757]
 [ 1.10888219  1.10459757]
 [ 1.10888219  1.10459757]]
Error: 0.5
[[ 0.21212023  0.21212023  0.21212023  0.21212023]
 [ 0.12618627  0.12618627  0.12618627  0.12618627]] 
 [[ 1.10912633  1.1048373 ]
 [ 1.10912633  1.1048373 ]
 [ 1.10912633  1.1048373 ]
 [ 1.10912633  1.1048373 ]]
Error: 0.5
[[ 0.21217908  0.21217908  0.21217908  0.21217908]
 [ 0.12623212  0.12623212  0.12623212  0.12623212]] 
 [[ 1.10937023  1.10507667]
 [ 1.10937023  1.10507667]
 [ 1.10937023  1.10507667]
 [ 1.10937023  1.10507667]]
Error: 0.5
[[ 0.21223785  0.21223785  0.21223785  0.21223785]
 [ 0.12627791  0.12627791  0.12627791  0.12627791]] 
 [[ 1.1096139  1.1053158]
 [ 1.1096139  1.1053158]
 [ 1.1096139  1.1053158]
 [ 1.1096139  1.1053158]]
Error: 0.5
[[ 0.21229653  0.21229653  0.21229653  0.21229653]
 [ 0.12632366  0.12632366  0.12632366  0.12632366]] 
 [[ 1.1098572  1.1055547]
 [ 1.1098572  1.1055547]
 [ 1.1098572  1.1055547]
 [ 1.1098572  1.1055547]]
Error: 0.5
[[ 0.21235514  0.21235514  0.21235514  0.21235514]
 [ 0.12636936  0.12636936  0.12636936  0.12636936]] 
 [[ 1.11010027  1.10579336]
 [ 1.11010027  1.10579336]
 [ 1.11010027  1.10579336]
 [ 1.11010027  1.10579336]]
Error: 0.5
[[ 0.21241367  0.21241367  0.21241367  0.21241367]
 [ 0.12641501  0.12641501  0.12641501  0.12641501]] 
 [[ 1.1103431   1.10603166]
 [ 1.1103431   1.10603166]
 [ 1.1103431   1.10603166]
 [ 1.1103431   1.10603166]]
Error: 0.5
[[ 0.21247213  0.21247213  0.21247213  0.21247213]
 [ 0.12646061  0.12646061  0.12646061  0.12646061]] 
 [[ 1.11058557  1.10626972]
 [ 1.11058557  1.10626972]
 [ 1.11058557  1.10626972]
 [ 1.11058557  1.10626972]]
Error: 0.5
[[ 0.21253051  0.21253051  0.21253051  0.21253051]
 [ 0.12650616  0.12650616  0.12650616  0.12650616]] 
 [[ 1.1108278   1.10650754]
 [ 1.1108278   1.10650754]
 [ 1.1108278   1.10650754]
 [ 1.1108278   1.10650754]]
Error: 0.5
[[ 0.21258882  0.21258882  0.21258882  0.21258882]
 [ 0.12655167  0.12655167  0.12655167  0.12655167]] 
 [[ 1.1110698   1.10674512]
 [ 1.1110698   1.10674512]
 [ 1.1110698   1.10674512]
 [ 1.1110698   1.10674512]]
Error: 0.5
[[ 0.21264705  0.21264705  0.21264705  0.21264705]
 [ 0.12659712  0.12659712  0.12659712  0.12659712]] 
 [[ 1.11131144  1.10698235]
 [ 1.11131144  1.10698235]
 [ 1.11131144  1.10698235]
 [ 1.11131144  1.10698235]]
Error: 0.5
[[ 0.21270521  0.21270521  0.21270521  0.21270521]
 [ 0.12664253  0.12664253  0.12664253  0.12664253]] 
 [[ 1.11155283  1.10721934]
 [ 1.11155283  1.10721934]
 [ 1.11155283  1.10721934]
 [ 1.11155283  1.10721934]]
Error: 0.5
[[ 0.21276329  0.21276329  0.21276329  0.21276329]
 [ 0.12668788  0.12668788  0.12668788  0.12668788]] 
 [[ 1.11179399  1.10745609]
 [ 1.11179399  1.10745609]
 [ 1.11179399  1.10745609]
 [ 1.11179399  1.10745609]]
Error: 0.5
[[ 0.2128213  0.2128213  0.2128213  0.2128213]
 [ 0.1267332  0.1267332  0.1267332  0.1267332]] 
 [[ 1.11203492  1.1076926 ]
 [ 1.11203492  1.1076926 ]
 [ 1.11203492  1.1076926 ]
 [ 1.11203492  1.1076926 ]]
Error: 0.5
[[ 0.21287924  0.21287924  0.21287924  0.21287924]
 [ 0.12677845  0.12677845  0.12677845  0.12677845]] 
 [[ 1.11227548  1.10792875]
 [ 1.11227548  1.10792875]
 [ 1.11227548  1.10792875]
 [ 1.11227548  1.10792875]]
Error: 0.5
[[ 0.2129371   0.2129371   0.2129371   0.2129371 ]
 [ 0.12682366  0.12682366  0.12682366  0.12682366]] 
 [[ 1.11251581  1.10816467]
 [ 1.11251581  1.10816467]
 [ 1.11251581  1.10816467]
 [ 1.11251581  1.10816467]]
Error: 0.5
[[ 0.21299489  0.21299489  0.21299489  0.21299489]
 [ 0.12686883  0.12686883  0.12686883  0.12686883]] 
 [[ 1.11275589  1.10840034]
 [ 1.11275589  1.10840034]
 [ 1.11275589  1.10840034]
 [ 1.11275589  1.10840034]]
Error: 0.5
[[ 0.2130526   0.2130526   0.2130526   0.2130526 ]
 [ 0.12691395  0.12691395  0.12691395  0.12691395]] 
 [[ 1.11299574  1.10863578]
 [ 1.11299574  1.10863578]
 [ 1.11299574  1.10863578]
 [ 1.11299574  1.10863578]]
Error: 0.5
[[ 0.21311024  0.21311024  0.21311024  0.21311024]
 [ 0.12695903  0.12695903  0.12695903  0.12695903]] 
 [[ 1.11323524  1.10887098]
 [ 1.11323524  1.10887098]
 [ 1.11323524  1.10887098]
 [ 1.11323524  1.10887098]]
Error: 0.5
[[ 0.2131678   0.2131678   0.2131678   0.2131678 ]
 [ 0.12700404  0.12700404  0.12700404  0.12700404]] 
 [[ 1.11347449  1.10910583]
 [ 1.11347449  1.10910583]
 [ 1.11347449  1.10910583]
 [ 1.11347449  1.10910583]]
Error: 0.5
[[ 0.21322529  0.21322529  0.21322529  0.21322529]
 [ 0.12704901  0.12704901  0.12704901  0.12704901]] 
 [[ 1.1137135   1.10934043]
 [ 1.1137135   1.10934043]
 [ 1.1137135   1.10934043]
 [ 1.1137135   1.10934043]]
Error: 0.5
[[ 0.2132827   0.2132827   0.2132827   0.2132827 ]
 [ 0.12709394  0.12709394  0.12709394  0.12709394]] 
 [[ 1.11395228  1.10957479]
 [ 1.11395228  1.10957479]
 [ 1.11395228  1.10957479]
 [ 1.11395228  1.10957479]]
Error: 0.5
[[ 0.21334004  0.21334004  0.21334004  0.21334004]
 [ 0.12713882  0.12713882  0.12713882  0.12713882]] 
 [[ 1.1141907   1.10980892]
 [ 1.1141907   1.10980892]
 [ 1.1141907   1.10980892]
 [ 1.1141907   1.10980892]]
Error: 0.5
[[ 0.21339731  0.21339731  0.21339731  0.21339731]
 [ 0.12718366  0.12718366  0.12718366  0.12718366]] 
 [[ 1.11442888  1.11004281]
 [ 1.11442888  1.11004281]
 [ 1.11442888  1.11004281]
 [ 1.11442888  1.11004281]]
Error: 0.5
[[ 0.2134545   0.2134545   0.2134545   0.2134545 ]
 [ 0.12722844  0.12722844  0.12722844  0.12722844]] 
 [[ 1.11466682  1.11027634]
 [ 1.11466682  1.11027634]
 [ 1.11466682  1.11027634]
 [ 1.11466682  1.11027634]]
Error: 0.5
[[ 0.21351162  0.21351162  0.21351162  0.21351162]
 [ 0.12727317  0.12727317  0.12727317  0.12727317]] 
 [[ 1.11490452  1.11050963]
 [ 1.11490452  1.11050963]
 [ 1.11490452  1.11050963]
 [ 1.11490452  1.11050963]]
Error: 0.5
[[ 0.21356867  0.21356867  0.21356867  0.21356867]
 [ 0.12731786  0.12731786  0.12731786  0.12731786]] 
 [[ 1.11514199  1.11074269]
 [ 1.11514199  1.11074269]
 [ 1.11514199  1.11074269]
 [ 1.11514199  1.11074269]]
Error: 0.5
[[ 0.21362565  0.21362565  0.21362565  0.21362565]
 [ 0.1273625   0.1273625   0.1273625   0.1273625 ]] 
 [[ 1.1153791  1.1109755]
 [ 1.1153791  1.1109755]
 [ 1.1153791  1.1109755]
 [ 1.1153791  1.1109755]]
Error: 0.5
[[ 0.21368256  0.21368256  0.21368256  0.21368256]
 [ 0.1274071   0.1274071   0.1274071   0.1274071 ]] 
 [[ 1.11561596  1.11120808]
 [ 1.11561596  1.11120808]
 [ 1.11561596  1.11120808]
 [ 1.11561596  1.11120808]]
Error: 0.5
[[ 0.2137394   0.2137394   0.2137394   0.2137394 ]
 [ 0.12745166  0.12745166  0.12745166  0.12745166]] 
 [[ 1.11585259  1.11144042]
 [ 1.11585259  1.11144042]
 [ 1.11585259  1.11144042]
 [ 1.11585259  1.11144042]]
Error: 0.5
[[ 0.21379615  0.21379615  0.21379615  0.21379615]
 [ 0.12749617  0.12749617  0.12749617  0.12749617]] 
 [[ 1.11608899  1.1116724 ]
 [ 1.11608899  1.1116724 ]
 [ 1.11608899  1.1116724 ]
 [ 1.11608899  1.1116724 ]]
Error: 0.5
[[ 0.21385284  0.21385284  0.21385284  0.21385284]
 [ 0.12754062  0.12754062  0.12754062  0.12754062]] 
 [[ 1.11632514  1.11190414]
 [ 1.11632514  1.11190414]
 [ 1.11632514  1.11190414]
 [ 1.11632514  1.11190414]]
Error: 0.5
[[ 0.21390946  0.21390946  0.21390946  0.21390946]
 [ 0.12758502  0.12758502  0.12758502  0.12758502]] 
 [[ 1.11656094  1.11213565]
 [ 1.11656094  1.11213565]
 [ 1.11656094  1.11213565]
 [ 1.11656094  1.11213565]]
Error: 0.5
[[ 0.21396601  0.21396601  0.21396601  0.21396601]
 [ 0.12762938  0.12762938  0.12762938  0.12762938]] 
 [[ 1.11679649  1.11236691]
 [ 1.11679649  1.11236691]
 [ 1.11679649  1.11236691]
 [ 1.11679649  1.11236691]]
Error: 0.5
[[ 0.21402249  0.21402249  0.21402249  0.21402249]
 [ 0.1276737   0.1276737   0.1276737   0.1276737 ]] 
 [[ 1.11703181  1.11259794]
 [ 1.11703181  1.11259794]
 [ 1.11703181  1.11259794]
 [ 1.11703181  1.11259794]]
Error: 0.5
[[ 0.21407889  0.21407889  0.21407889  0.21407889]
 [ 0.12771797  0.12771797  0.12771797  0.12771797]] 
 [[ 1.11726689  1.11282873]
 [ 1.11726689  1.11282873]
 [ 1.11726689  1.11282873]
 [ 1.11726689  1.11282873]]
Error: 0.5
[[ 0.21413521  0.21413521  0.21413521  0.21413521]
 [ 0.1277622   0.1277622   0.1277622   0.1277622 ]] 
 [[ 1.11750174  1.11305928]
 [ 1.11750174  1.11305928]
 [ 1.11750174  1.11305928]
 [ 1.11750174  1.11305928]]
Error: 0.5
[[ 0.21419148  0.21419148  0.21419148  0.21419148]
 [ 0.12780638  0.12780638  0.12780638  0.12780638]] 
 [[ 1.11773634  1.11328948]
 [ 1.11773634  1.11328948]
 [ 1.11773634  1.11328948]
 [ 1.11773634  1.11328948]]
Error: 0.5
[[ 0.21424767  0.21424767  0.21424767  0.21424767]
 [ 0.12785052  0.12785052  0.12785052  0.12785052]] 
 [[ 1.11797059  1.11351943]
 [ 1.11797059  1.11351943]
 [ 1.11797059  1.11351943]
 [ 1.11797059  1.11351943]]
Error: 0.5
[[ 0.21430379  0.21430379  0.21430379  0.21430379]
 [ 0.12789461  0.12789461  0.12789461  0.12789461]] 
 [[ 1.11820459  1.11374915]
 [ 1.11820459  1.11374915]
 [ 1.11820459  1.11374915]
 [ 1.11820459  1.11374915]]
Error: 0.5
[[ 0.21435983  0.21435983  0.21435983  0.21435983]
 [ 0.12793866  0.12793866  0.12793866  0.12793866]] 
 [[ 1.11843836  1.11397862]
 [ 1.11843836  1.11397862]
 [ 1.11843836  1.11397862]
 [ 1.11843836  1.11397862]]
Error: 0.5
[[ 0.21441582  0.21441582  0.21441582  0.21441582]
 [ 0.12798265  0.12798265  0.12798265  0.12798265]] 
 [[ 1.11867189  1.11420786]
 [ 1.11867189  1.11420786]
 [ 1.11867189  1.11420786]
 [ 1.11867189  1.11420786]]
Error: 0.5
[[ 0.21447173  0.21447173  0.21447173  0.21447173]
 [ 0.12802659  0.12802659  0.12802659  0.12802659]] 
 [[ 1.11890519  1.11443686]
 [ 1.11890519  1.11443686]
 [ 1.11890519  1.11443686]
 [ 1.11890519  1.11443686]]
Error: 0.5
[[ 0.21452756  0.21452756  0.21452756  0.21452756]
 [ 0.12807049  0.12807049  0.12807049  0.12807049]] 
 [[ 1.11913824  1.11466563]
 [ 1.11913824  1.11466563]
 [ 1.11913824  1.11466563]
 [ 1.11913824  1.11466563]]
Error: 0.5
[[ 0.21458334  0.21458334  0.21458334  0.21458334]
 [ 0.12811434  0.12811434  0.12811434  0.12811434]] 
 [[ 1.11937106  1.11489415]
 [ 1.11937106  1.11489415]
 [ 1.11937106  1.11489415]
 [ 1.11937106  1.11489415]]
Error: 0.5
[[ 0.21463904  0.21463904  0.21463904  0.21463904]
 [ 0.12815815  0.12815815  0.12815815  0.12815815]] 
 [[ 1.11960363  1.11512244]
 [ 1.11960363  1.11512244]
 [ 1.11960363  1.11512244]
 [ 1.11960363  1.11512244]]
Error: 0.5
[[ 0.21469466  0.21469466  0.21469466  0.21469466]
 [ 0.12820192  0.12820192  0.12820192  0.12820192]] 
 [[ 1.11983585  1.11535048]
 [ 1.11983585  1.11535048]
 [ 1.11983585  1.11535048]
 [ 1.11983585  1.11535048]]
Error: 0.5
[[ 0.21475023  0.21475023  0.21475023  0.21475023]
 [ 0.12824564  0.12824564  0.12824564  0.12824564]] 
 [[ 1.12006783  1.11557817]
 [ 1.12006783  1.11557817]
 [ 1.12006783  1.11557817]
 [ 1.12006783  1.11557817]]
Error: 0.5
[[ 0.21480572  0.21480572  0.21480572  0.21480572]
 [ 0.12828931  0.12828931  0.12828931  0.12828931]] 
 [[ 1.12029958  1.11580563]
 [ 1.12029958  1.11580563]
 [ 1.12029958  1.11580563]
 [ 1.12029958  1.11580563]]
Error: 0.5
[[ 0.21486114  0.21486114  0.21486114  0.21486114]
 [ 0.12833294  0.12833294  0.12833294  0.12833294]] 
 [[ 1.12053108  1.11603284]
 [ 1.12053108  1.11603284]
 [ 1.12053108  1.11603284]
 [ 1.12053108  1.11603284]]
Error: 0.5
[[ 0.2149165   0.2149165   0.2149165   0.2149165 ]
 [ 0.12837653  0.12837653  0.12837653  0.12837653]] 
 [[ 1.12076235  1.11625981]
 [ 1.12076235  1.11625981]
 [ 1.12076235  1.11625981]
 [ 1.12076235  1.11625981]]
Error: 0.5
[[ 0.21497178  0.21497178  0.21497178  0.21497178]
 [ 0.12842007  0.12842007  0.12842007  0.12842007]] 
 [[ 1.12099338  1.11648655]
 [ 1.12099338  1.11648655]
 [ 1.12099338  1.11648655]
 [ 1.12099338  1.11648655]]
Error: 0.5
[[ 0.215027    0.215027    0.215027    0.215027  ]
 [ 0.12846357  0.12846357  0.12846357  0.12846357]] 
 [[ 1.12122416  1.11671305]
 [ 1.12122416  1.11671305]
 [ 1.12122416  1.11671305]
 [ 1.12122416  1.11671305]]
Error: 0.5
[[ 0.21508215  0.21508215  0.21508215  0.21508215]
 [ 0.12850702  0.12850702  0.12850702  0.12850702]] 
 [[ 1.12145472  1.11693931]
 [ 1.12145472  1.11693931]
 [ 1.12145472  1.11693931]
 [ 1.12145472  1.11693931]]
Error: 0.5
[[ 0.21513723  0.21513723  0.21513723  0.21513723]
 [ 0.12855043  0.12855043  0.12855043  0.12855043]] 
 [[ 1.12168503  1.11716533]
 [ 1.12168503  1.11716533]
 [ 1.12168503  1.11716533]
 [ 1.12168503  1.11716533]]
Error: 0.5
[[ 0.21519224  0.21519224  0.21519224  0.21519224]
 [ 0.12859379  0.12859379  0.12859379  0.12859379]] 
 [[ 1.1219151   1.11739111]
 [ 1.1219151   1.11739111]
 [ 1.1219151   1.11739111]
 [ 1.1219151   1.11739111]]
Error: 0.5

In [ ]:


In [ ]: