log_of_training_ex03.output

(mlearntut)psanagpu101: ~/github/davidslac/mlearntut $ python ex03_keras_summary_save.py train
Using TensorFlow backend.
-- imports done, starting main --
-- read 6000 samples in 2.13sec. batch_size=24, 208 batches per epoch
 epoch batch  step   loss tr.sec vl.sec tr.acc vl.acc vl.sec  tr.cmat vl.cmat
--------------------------------------------------------------------------------
     0     0     0  0.810    2.0    1.5  50.0%  50.0%    1.5 |  9  6 | 28 18 |  ** saved
                                                             |  6  3 | 22 12 |
     0     1     1  0.719    0.9
     0     2     2  0.706    0.9
     0     3     3  0.764    0.9
     0     4     4  0.747    0.9
     0     5     5  0.640    0.9
     0     6     6  0.745    0.9
     0     7     7  0.643    0.9
     0     8     8  0.681    0.9
     0     9     9  0.686    0.9
--------------------------------------------------------------------------------
     0    10    10  0.746    0.9    1.9  45.8%  58.8%    1.9 |  9  3 | 40  6 |  ** saved
                                                             | 10  2 | 27  7 |
     0    11    11  0.699    0.9
     0    12    12  0.724    0.9
     0    13    13  0.717    0.9
     0    14    14  0.741    0.9
     0    15    15  0.718    0.9
     0    16    16  0.726    0.9
     0    17    17  0.709    0.9
     0    18    18  0.656    0.9
     0    19    19  0.674    0.9
--------------------------------------------------------------------------------
     0    20    20  0.626    0.8    1.7  79.2%  57.5%    1.7 | 10  1 | 26 20 | 
                                                             |  4  9 | 14 20 |
     0    21    21  0.677    0.9
     0    22    22  0.654    0.9
     0    23    23  0.633    0.8
     0    24    24  0.646    0.9
     0    25    25  0.768    0.9
     0    26    26  0.656    0.9
     0    27    27  0.665    0.9
     0    28    28  0.656    0.9
     0    29    29  0.715    0.9
--------------------------------------------------------------------------------
     0    30    30  0.706    0.8    1.7  50.0%  63.7%    1.7 |  6  4 | 32 14 |  ** saved
                                                             |  8  6 | 15 19 |
     0    31    31  0.668    0.9
     0    32    32  0.633    0.9
     0    33    33  0.654    0.9
     0    34    34  0.667    0.9
     0    35    35  0.686    0.9
     0    36    36  0.628    0.9
     0    37    37  0.609    0.9
     0    38    38  0.632    0.9
     0    39    39  0.682    1.4
--------------------------------------------------------------------------------
     0    40    40  0.669    0.9    1.5  66.7%  68.8%    1.5 |  9  3 | 34 12 |  ** saved
                                                             |  5  7 | 13 21 |
     0    41    41  0.654    0.9
     0    42    42  0.678    0.9
     0    43    43  0.586    0.9
     0    44    44  0.716    1.1
     0    45    45  0.681    0.9
     0    46    46  0.618    0.9
     0    47    47  0.641    0.9
     0    48    48  0.703    0.9
     0    49    49  0.626    0.9
--------------------------------------------------------------------------------
     0    50    50  0.619    0.9    1.5  66.7%  68.8%    1.5 |  7  5 | 29 17 | 
                                                             |  3  9 |  8 26 |
     0    51    51  0.636    0.9
     0    52    52  0.661    0.9
     0    53    53  0.652    1.0
     0    54    54  0.638    0.9
     0    55    55  0.643    0.9
     0    56    56  0.686    0.9
     0    57    57  0.626    0.9
     0    58    58  0.569    0.9
     0    59    59  0.587    0.9
--------------------------------------------------------------------------------
     0    60    60  0.647    0.9    1.7  66.7%  67.5%    1.7 |  9  7 | 28 18 | 
                                                             |  1  7 |  8 26 |
     0    61    61  0.607    0.9
     0    62    62  0.556    0.9
     0    63    63  0.505    0.9
     0    64    64  0.578    0.9
     0    65    65  0.598    1.0
     0    66    66  0.628    0.9
     0    67    67  0.521    0.9
     0    68    68  0.528    0.9
     0    69    69  0.551    0.9
--------------------------------------------------------------------------------
     0    70    70  0.654    0.9    1.9  75.0%  73.8%    1.9 | 10  3 | 37  9 |  ** saved
                                                             |  3  8 | 12 22 |
     0    71    71  0.577    0.9
     0    72    72  0.466    0.9
     0    73    73  0.497    0.9
     0    74    74  0.659    0.9
     0    75    75  0.597    0.9
     0    76    76  0.417    0.9
     0    77    77  0.573    0.9
     0    78    78  0.569    1.0
     0    79    79  0.580    0.9
--------------------------------------------------------------------------------
     0    80    80  0.532    0.9    2.0  79.2%  78.8%    2.0 | 10  3 | 37  9 |  ** saved
                                                             |  2  9 |  8 26 |
     0    81    81  0.736    0.9
     0    82    82  0.529    0.9
     0    83    83  0.681    0.9
     0    84    84  0.472    0.9
     0    85    85  0.656    0.9
     0    86    86  0.531    0.9
     0    87    87  0.512    0.9
     0    88    88  0.550    0.9
     0    89    89  0.538    1.2
--------------------------------------------------------------------------------
     0    90    90  0.504    0.9    1.5  75.0%  75.0%    1.5 | 12  4 | 33 13 | 
                                                             |  2  6 |  7 27 |
     0    91    91  0.529    0.9
     0    92    92  0.599    1.2
     0    93    93  0.365    0.9
     0    94    94  0.514    0.9
     0    95    95  0.571    0.9
     0    96    96  0.554    0.9
     0    97    97  0.600    0.9
     0    98    98  0.514    0.9
     0    99    99  0.535    0.9
--------------------------------------------------------------------------------
     0   100   100  0.548    0.9    1.9  83.3%  82.5%    1.9 | 15  3 | 34 12 |  ** saved
                                                             |  1  5 |  2 32 |
     0   101   101  0.413    0.9
     0   102   102  0.539    0.9
     0   103   103  0.632    0.9
     0   104   104  0.519    0.9
     0   105   105  0.531    0.9
     0   106   106  0.544    0.9
     0   107   107  0.475    0.9
     0   108   108  0.337    0.9
     0   109   109  0.387    0.9
--------------------------------------------------------------------------------
     0   110   110  0.513    1.0    1.7  79.2%  66.2%    1.7 |  6  3 | 26 20 | 
                                                             |  2 13 |  7 27 |
     0   111   111  0.553    0.9
     0   112   112  0.548    0.9
     0   113   113  0.659    0.9
     0   114   114  0.468    0.9
     0   115   115  0.383    0.9
     0   116   116  0.611    1.1
     0   117   117  0.569    0.9
     0   118   118  0.497    0.9
     0   119   119  0.468    0.9
--------------------------------------------------------------------------------
     0   120   120  0.517    0.9    1.6  79.2%  81.2%    1.6 | 10  1 | 37  9 | 
                                                             |  4  9 |  6 28 |
     0   121   121  0.388    0.9
     0   122   122  0.460    0.9
     0   123   123  0.510    0.9
     0   124   124  0.505    0.9
     0   125   125  0.460    0.9
     0   126   126  0.660    0.8
     0   127   127  0.349    0.9
     0   128   128  0.463    0.8
     0   129   129  0.527    0.9
--------------------------------------------------------------------------------
     0   130   130  0.558    0.9    1.7  70.8%  77.5%    1.7 |  7  3 | 39  7 | 
                                                             |  4 10 | 11 23 |
     0   131   131  0.546    0.9
     0   132   132  0.551    0.9
     0   133   133  0.423    0.9
     0   134   134  0.445    0.9
     0   135   135  0.344    0.8
     0   136   136  0.346    0.8
     0   137   137  0.484    1.1
     0   138   138  0.492    1.0
     0   139   139  0.493    0.9
--------------------------------------------------------------------------------
     0   140   140  0.380    0.8    1.7  83.3%  85.0%    1.7 |  7  3 | 38  8 |  ** saved
                                                             |  1 13 |  4 30 |
     0   141   141  0.478    0.9
     0   142   142  0.513    0.8
     0   143   143  0.619    0.9
     0   144   144  0.452    0.8
     0   145   145  0.396    0.8
     0   146   146  0.438    0.8
     0   147   147  0.370    0.8
     0   148   148  0.367    0.9
     0   149   149  0.488    0.8
--------------------------------------------------------------------------------
     0   150   150  0.600    0.8    1.7  75.0%  86.2%    1.7 | 11  4 | 38  8 |  ** saved
                                                             |  2  7 |  3 31 |
     0   151   151  0.300    0.9
     0   152   152  0.605    0.9
     0   153   153  0.374    0.8
     0   154   154  0.608    0.9
     0   155   155  0.295    0.8
     0   156   156  0.402    1.1
     0   157   157  0.403    0.8
     0   158   158  0.438    0.9
     0   159   159  0.532    0.8
--------------------------------------------------------------------------------
     0   160   160  0.392    0.9    1.5  87.5%  88.8%    1.5 | 12  3 | 40  6 |  ** saved
                                                             |  0  9 |  3 31 |
     0   161   161  0.456    0.9
     0   162   162  0.401    0.9
     0   163   163  0.328    0.9
     0   164   164  0.372    0.8
     0   165   165  0.321    0.8
     0   166   166  0.314    0.8
     0   167   167  0.372    0.8
     0   168   168  0.549    0.8
     0   169   169  0.434    0.9
--------------------------------------------------------------------------------
     0   170   170  0.307    1.3    1.5  87.5%  85.0%    1.5 | 12  1 | 39  7 | 
                                                             |  2  9 |  5 29 |
     0   171   171  0.436    0.9
     0   172   172  0.504    0.8
     0   173   173  0.520    1.2
     0   174   174  0.286    1.0
     0   175   175  0.426    0.9
     0   176   176  0.331    0.9
     0   177   177  0.561    0.9
     0   178   178  0.382    0.9
     0   179   179  0.285    0.9
--------------------------------------------------------------------------------
     0   180   180  0.392    0.9    1.5  87.5%  86.2%    1.5 |  7  1 | 40  6 | 
                                                             |  2 14 |  5 29 |
     0   181   181  0.239    0.9
     0   182   182  0.397    0.9
     0   183   183  0.409    0.9
     0   184   184  0.430    0.8
     0   185   185  0.406    0.8
     0   186   186  0.316    1.0
     0   187   187  0.356    0.8
     0   188   188  0.381    0.8
     0   189   189  0.459    0.8
--------------------------------------------------------------------------------
     0   190   190  0.515    1.1    1.5  75.0%  85.0%    1.5 |  8  3 | 42  4 | 
                                                             |  3 10 |  8 26 |
     0   191   191  0.298    0.9
     0   192   192  0.328    0.9
     0   193   193  0.570    0.9
     0   194   194  0.360    0.9
     0   195   195  0.263    0.8
     0   196   196  0.333    0.9
     0   197   197  0.434    0.9
     0   198   198  0.398    0.9
     0   199   199  0.353    0.8
--------------------------------------------------------------------------------
     0   200   200  0.263    0.9    1.5 100.0%  86.2%    1.5 | 15  0 | 44  2 | 
                                                             |  0  9 |  9 25 |
     0   201   201  0.709    0.8
     0   202   202  0.351    1.0
     0   203   203  0.207    0.9
     0   204   204  0.345    0.8
     0   205   205  0.325    1.0
     0   206   206  0.284    0.9
     0   207   207  0.396    1.1
     1     0   208  0.336    0.8
     1     1   209  0.453    0.9
--------------------------------------------------------------------------------
     1     2   210  0.245    0.9    1.8  91.7%  87.5%    1.8 | 12  1 | 39  7 | 
                                                             |  1 10 |  3 31 |
     1     3   211  0.250    0.9
     1     4   212  0.303    0.9
     1     5   213  0.302    0.8
     1     6   214  0.276    0.9
     1     7   215  0.533    0.9
     1     8   216  0.498    1.1
     1     9   217  0.338    0.8
     1    10   218  0.296    0.8
     1    11   219  0.292    1.0
--------------------------------------------------------------------------------
     1    12   220  0.286    0.9    1.9  91.7%  87.5%    1.9 | 15  0 | 43  3 | 
                                                             |  2  7 |  7 27 |
     1    13   221  0.420    0.9
     1    14   222  0.320    0.9
     1    15   223  0.309    0.9
     1    16   224  0.533    0.9
     1    17   225  0.577    0.9
     1    18   226  0.405    0.9
     1    19   227  0.282    0.8
     1    20   228  0.160    1.2
     1    21   229  0.375    1.1
--------------------------------------------------------------------------------
     1    22   230  0.319    0.8    1.5  87.5%  86.2%    1.5 | 15  0 | 45  1 | 
                                                             |  3  6 | 10 24 |
     1    23   231  0.419    0.8
     1    24   232  0.320    0.9
     1    25   233  0.247    0.8
     1    26   234  0.273    0.9
     1    27   235  0.205    1.3
     1    28   236  0.233    0.9
     1    29   237  0.224    0.8
     1    30   238  0.239    0.9
     1    31   239  0.134    0.8
--------------------------------------------------------------------------------
     1    32   240  0.354    0.9    1.5  83.3%  91.2%    1.5 | 10  2 | 43  3 |  ** saved
                                                             |  2 10 |  4 30 |
     1    33   241  0.181    0.9
     1    34   242  0.184    0.8
     1    35   243  0.279    0.8
     1    36   244  0.484    0.9
     1    37   245  0.284    0.8
     1    38   246  0.180    0.9
     1    39   247  0.165    0.9
     1    40   248  0.169    0.9
     1    41   249  0.253    0.9
--------------------------------------------------------------------------------
     1    42   250  0.372    0.9    1.5  87.5%  90.0%    1.5 | 13  1 | 44  2 | 
                                                             |  2  8 |  6 28 |
     1    43   251  0.263    0.9
     1    44   252  0.263    0.9
     1    45   253  0.211    0.9
     1    46   254  0.400    1.9
     1    47   255  0.250    0.9
     1    48   256  0.207    0.9
     1    49   257  0.160    0.8
     1    50   258  0.530    0.8
     1    51   259  0.249    0.8
--------------------------------------------------------------------------------
     1    52   260  0.268    0.9    2.2  91.7%  90.0%    2.2 | 14  0 | 43  3 | 
                                                             |  2  8 |  5 29 |
     1    53   261  0.149    0.8
     1    54   262  0.183    0.8
     1    55   263  0.157    0.9
     1    56   264  0.578    0.9
     1    57   265  0.389    0.9
     1    58   266  0.291    0.9
     1    59   267  0.176    0.9
     1    60   268  0.561    0.8
     1    61   269  0.255    0.9
--------------------------------------------------------------------------------
     1    62   270  0.277    0.8    2.2 100.0%  87.5%    2.2 | 11  0 | 41  5 | 
                                                             |  0 13 |  5 29 |
     1    63   271  0.205    0.9
     1    64   272  0.461    0.8
     1    65   273  0.382    1.0
     1    66   274  0.247    1.2
     1    67   275  0.200    0.9
     1    68   276  0.338    0.9
     1    69   277  0.587    0.9
     1    70   278  0.347    0.9
     1    71   279  0.198    0.8
--------------------------------------------------------------------------------
     1    72   280  0.436    0.9    1.6  79.2%  85.0%    1.6 |  9  4 | 37  9 | 
                                                             |  1 10 |  3 31 |
     1    73   281  0.505    0.9
     1    74   282  0.228    0.8
     1    75   283  0.422    0.8
     1    76   284  0.404    1.8
     1    77   285  0.191    0.9
     1    78   286  0.266    0.9
     1    79   287  0.328    0.9
     1    80   288  0.308    0.9
     1    81   289  0.487    0.9
--------------------------------------------------------------------------------
     1    82   290  0.501    1.6    2.2  79.2%  88.8%    2.2 |  9  2 | 41  5 | 
                                                             |  3 10 |  4 30 |
     1    83   291  0.228    0.9
     1    84   292  0.256    0.9
     1    85   293  0.305    0.9
     1    86   294  0.213    0.9
     1    87   295  0.229    0.9
     1    88   296  0.303    1.0
     1    89   297  0.301    0.9
     1    90   298  0.148    1.7
     1    91   299  0.204    0.9
--------------------------------------------------------------------------------
     1    92   300  0.351    0.9    2.1  87.5%  88.8%    2.1 | 13  0 | 45  1 | 
                                                             |  3  8 |  8 26 |
     1    93   301  0.557    1.1
     1    94   302  0.227    0.8
     1    95   303  0.280    0.8
     1    96   304  0.329    0.9
     1    97   305  0.463    0.9
     1    98   306  0.196    0.9
     1    99   307  0.366    0.9
     1   100   308  0.150    0.8
     1   101   309  0.234    0.9
--------------------------------------------------------------------------------
     1   102   310  0.212    0.9    1.6  91.7%  92.5%    1.6 |  8  0 | 45  1 |  ** saved
                                                             |  2 14 |  5 29 |
     1   103   311  0.346    0.9
     1   104   312  0.197    0.9
     1   105   313  0.199    1.6
     1   106   314  0.322    0.8
     1   107   315  0.186    1.1
     1   108   316  0.224    0.9
     1   109   317  0.315    0.9
     1   110   318  0.251    0.8
     1   111   319  0.177    0.8
--------------------------------------------------------------------------------
     1   112   320  0.210    0.9    2.6  91.7%  90.0%    2.6 | 11  0 | 42  4 | 
                                                             |  2 11 |  4 30 |
     1   113   321  0.452    0.9
     1   114   322  0.315    0.8
     1   115   323  0.182    0.8
     1   116   324  0.215    0.9
     1   117   325  0.374    0.9
     1   118   326  0.188    0.8
     1   119   327  0.221    0.9
     1   120   328  0.311    0.9
     1   121   329  0.172    0.9
--------------------------------------------------------------------------------
     1   122   330  0.275    1.5    1.8  95.8%  91.2%    1.8 |  9  1 | 42  4 | 
                                                             |  0 14 |  3 31 |
     1   123   331  0.290    0.9
     1   124   332  0.264    0.8
     1   125   333  0.158    0.8
     1   126   334  0.409    0.9
     1   127   335  0.126    0.9
     1   128   336  0.413    0.8
     1   129   337  0.195    1.6
     1   130   338  0.195    0.9
     1   131   339  0.151    0.9
--------------------------------------------------------------------------------
     1   132   340  0.243    0.9    1.5  91.7%  93.8%    1.5 |  9  1 | 42  4 |  ** saved
                                                             |  1 13 |  1 33 |
     1   133   341  0.207    0.9
     1   134   342  0.245    0.9
     1   135   343  0.247    0.9
     1   136   344  0.087    0.9
     1   137   345  0.429    0.9
     1   138   346  0.184    0.8
     1   139   347  0.236    1.5
     1   140   348  0.451    0.9
     1   141   349  0.196    0.8
--------------------------------------------------------------------------------
     1   142   350  0.180    0.9    2.3  95.8%  90.0%    2.3 |  9  0 | 43  3 | 
                                                             |  1 14 |  5 29 |
     1   143   351  0.199    0.9
     1   144   352  0.333    0.9
     1   145   353  0.347    0.9
     1   146   354  0.248    2.1
     1   147   355  0.206    0.9
     1   148   356  0.177    0.9
     1   149   357  0.192    0.9
     1   150   358  0.117    0.9
     1   151   359  0.136    0.9
--------------------------------------------------------------------------------
     1   152   360  0.274    0.9    1.8  87.5%  95.0%    1.8 | 14  1 | 44  2 |  ** saved
                                                             |  2  7 |  2 32 |
     1   153   361  0.140    1.0
     1   154   362  0.183    0.9
     1   155   363  0.394    0.9
     1   156   364  0.416    0.9
     1   157   365  0.157    0.9
     1   158   366  0.205    0.9
     1   159   367  0.111    0.9
     1   160   368  0.241    1.2
     1   161   369  0.141    0.9
--------------------------------------------------------------------------------
     1   162   370  0.176    0.9    2.3  95.8%  92.5%    2.3 | 14  0 | 42  4 | 
                                                             |  1  9 |  2 32 |
     1   163   371  0.194    0.9
     1   164   372  0.135    0.9
     1   165   373  0.362    0.9
     1   166   374  0.072    0.9
     1   167   375  0.363    0.9
     1   168   376  0.428    0.9
     1   169   377  0.394    0.9
     1   170   378  0.343    0.9
     1   171   379  0.526    0.9
--------------------------------------------------------------------------------
     1   172   380  0.173    0.9    1.5 100.0%  90.0%    1.5 | 18  0 | 42  4 | 
                                                             |  0  6 |  4 30 |
     1   173   381  0.208    0.9
     1   174   382  0.271    1.4
     1   175   383  0.210    0.9
     1   176   384  0.237    0.9
     1   177   385  0.463    0.9
     1   178   386  0.175    0.9
     1   179   387  0.170    0.9
     1   180   388  0.224    1.6
     1   181   389  0.183    0.9
--------------------------------------------------------------------------------
     1   182   390  0.546    0.9    1.5  87.5%  85.0%    1.5 | 12  3 | 35 11 | 
                                                             |  0  9 |  1 33 |
     1   183   391  0.238    0.9
     1   184   392  0.162    0.9
     1   185   393  0.102    0.9
     1   186   394  0.245    1.1
     1   187   395  0.219    0.9
     1   188   396  0.285    0.9
     1   189   397  0.167    0.9
     1   190   398  0.184    0.9
     1   191   399  0.276    0.9
--------------------------------------------------------------------------------
     1   192   400  0.253    0.9    1.8  95.8%  96.2%    1.8 |  6  0 | 45  1 |  ** saved
                                                             |  1 17 |  2 32 |
     1   193   401  0.176    0.9
     1   194   402  0.204    0.9
     1   195   403  0.283    0.9
     1   196   404  0.404    0.9
     1   197   405  0.154    0.9
     1   198   406  0.184    0.9
     1   199   407  0.243    0.9
     1   200   408  0.203    0.9
     1   201   409  0.317    0.9
--------------------------------------------------------------------------------
     1   202   410  0.249    0.9    2.1  95.8%  98.8%    2.1 | 16  0 | 46  0 |  ** saved
                                                             |  1  7 |  1 33 |
     1   203   411  0.339    0.9
     1   204   412  0.167    0.9
     1   205   413  0.276    0.9
     1   206   414  0.327    0.8
     1   207   415  0.120    0.9
     2     0   416  0.241    1.9
     2     1   417  0.434    0.9
     2     2   418  0.228    0.9
     2     3   419  0.142    0.9
--------------------------------------------------------------------------------
     2     4   420  0.093    0.9    2.3 100.0%  91.2%    2.3 | 11  0 | 40  6 | 
                                                             |  0 13 |  1 33 |
     2     5   421  0.443    0.9
     2     6   422  0.128    0.9
     2     7   423  0.156    1.0
     2     8   424  0.276    0.8
     2     9   425  0.234    0.9
     2    10   426  0.076    0.8
     2    11   427  0.069    0.9
     2    12   428  0.115    0.8
     2    13   429  0.185    0.9
--------------------------------------------------------------------------------
     2    14   430  0.316    1.9    1.7  83.3%  92.5%    1.7 | 13  4 | 42  4 | 
                                                             |  0  7 |  2 32 |
     2    15   431  0.251    0.9
     2    16   432  0.110    0.9
     2    17   433  0.140    0.9
     2    18   434  0.217    0.8
     2    19   435  0.136    0.8
     2    20   436  0.331    0.9
     2    21   437  0.176    0.8
     2    22   438  0.063    0.8
     2    23   439  0.201    0.8
--------------------------------------------------------------------------------
     2    24   440  0.259    0.8    2.1  91.7%  93.8%    2.1 | 11  1 | 41  5 | 
                                                             |  1 11 |  0 34 |
     2    25   441  0.229    0.9
     2    26   442  0.158    0.8
     2    27   443  0.124    0.9
     2    28   444  0.272    0.8
     2    29   445  0.166    0.8
     2    30   446  0.077    0.8
     2    31   447  0.184    0.9
     2    32   448  0.147    0.9
     2    33   449  0.133    0.8
--------------------------------------------------------------------------------
     2    34   450  0.264    1.4    2.4  95.8%  96.2%    2.4 | 11  0 | 44  2 | 
                                                             |  1 12 |  1 33 |
     2    35   451  0.097    0.9
     2    36   452  0.375    0.9
     2    37   453  0.228    0.9
     2    38   454  0.097    0.9
     2    39   455  0.178    0.8
     2    40   456  0.236    0.9
     2    41   457  0.205    0.9
     2    42   458  0.149    0.9
     2    43   459  0.372    0.9
--------------------------------------------------------------------------------
     2    44   460  0.144    1.2    1.6  95.8%  96.2%    1.6 |  7  0 | 44  2 | 
                                                             |  1 16 |  1 33 |
     2    45   461  0.140    0.9
     2    46   462  0.093    0.9
     2    47   463  0.130    1.3
     2    48   464  0.328    0.9
     2    49   465  0.175    0.9
     2    50   466  0.075    0.9
     2    51   467  0.167    0.9
     2    52   468  0.133    1.6
     2    53   469  0.182    0.9
--------------------------------------------------------------------------------
     2    54   470  0.181    0.9    2.3  95.8%  96.2%    2.3 |  8  1 | 44  2 | 
                                                             |  0 15 |  1 33 |
     2    55   471  0.125    0.9
     2    56   472  0.100    1.1
     2    57   473  0.171    0.9
     2    58   474  0.215    0.9
     2    59   475  0.107    0.9
     2    60   476  0.164    1.1
     2    61   477  0.115    1.0
     2    62   478  0.185    0.9
     2    63   479  0.100    0.9
--------------------------------------------------------------------------------
     2    64   480  0.145    0.9    2.3  95.8%  96.2%    2.3 | 11  0 | 43  3 | 
                                                             |  1 12 |  0 34 |
     2    65   481  0.087    0.9
     2    66   482  0.233    1.7
     2    67   483  0.065    1.0
     2    68   484  0.065    0.9
     2    69   485  0.156    0.9
     2    70   486  0.142    0.9
     2    71   487  0.288    1.7
     2    72   488  0.163    0.9
     2    73   489  0.152    0.9
--------------------------------------------------------------------------------
     2    74   490  0.194    0.9    2.2  95.8%  97.5%    2.2 | 13  0 | 44  2 | 
                                                             |  1 10 |  0 34 |
     2    75   491  0.077    0.9
     2    76   492  0.090    1.8
     2    77   493  0.188    0.9
     2    78   494  0.290    0.8
     2    79   495  0.214    0.9
     2    80   496  0.143    0.9
     2    81   497  0.313    0.9
     2    82   498  0.111    0.9
     2    83   499  0.088    0.9
--------------------------------------------------------------------------------
     2    84   500  0.163    0.9    1.5  95.8%  97.5%    1.5 | 11  0 | 45  1 | 
                                                             |  1 12 |  1 33 |
     2    85   501  0.079    0.9
     2    86   502  0.093    0.9
     2    87   503  0.152    0.8
     2    88   504  0.189    2.0
     2    89   505  0.189    0.8
     2    90   506  0.350    0.9
     2    91   507  0.149    0.9
     2    92   508  0.126    0.9
     2    93   509  0.301    0.9
--------------------------------------------------------------------------------
     2    94   510  0.163    0.8    1.5 100.0%  96.2%    1.5 | 13  0 | 45  1 | 
                                                             |  0 11 |  2 32 |
     2    95   511  0.070    1.2
     2    96   512  0.259    0.9
     2    97   513  0.068    0.9
     2    98   514  0.085    0.8
     2    99   515  0.168    0.9
     2   100   516  0.066    0.9
     2   101   517  0.087    0.9
     2   102   518  0.234    0.9
     2   103   519  0.217    0.9
--------------------------------------------------------------------------------
     2   104   520  0.136    0.9    1.5  95.8%  96.2%    1.5 | 13  0 | 45  1 | 
                                                             |  1 10 |  2 32 |
     2   105   521  0.055    1.6
     2   106   522  0.244    0.9
     2   107   523  0.071    0.9
     2   108   524  0.170    0.9
     2   109   525  0.172    0.9
     2   110   526  0.174    0.9
     2   111   527  0.191    0.8
     2   112   528  0.160    1.0
     2   113   529  0.167    0.9
--------------------------------------------------------------------------------
     2   114   530  0.171    1.1    1.5  95.8%  97.5%    1.5 | 10  0 | 44  2 | 
                                                             |  1 13 |  0 34 |
     2   115   531  0.093    1.5
     2   116   532  0.087    0.9
     2   117   533  0.136    0.9
     2   118   534  0.153    0.9
     2   119   535  0.096    0.9
     2   120   536  0.262    0.8
     2   121   537  0.354    0.9
     2   122   538  0.091    1.5
     2   123   539  0.163    0.9
--------------------------------------------------------------------------------
     2   124   540  0.210    0.9    2.1  91.7%  93.8%    2.1 |  9  2 | 41  5 | 
                                                             |  0 13 |  0 34 |
     2   125   541  0.258    0.9
     2   126   542  0.108    0.9
     2   127   543  0.224    1.4
     2   128   544  0.260    0.9
     2   129   545  0.192    0.9
     2   130   546  0.097    0.8
     2   131   547  0.335    0.8
     2   132   548  0.119    0.9
     2   133   549  0.066    0.9
--------------------------------------------------------------------------------
     2   134   550  0.560    1.7    2.6  83.3%  90.0%    2.6 |  9  0 | 45  1 | 
                                                             |  4 11 |  7 27 |
     2   135   551  0.486    0.9
     2   136   552  0.445    0.9
     2   137   553  0.048    0.8
     2   138   554  0.185    0.9
     2   139   555  0.199    0.9
     2   140   556  0.214    0.8
     2   141   557  0.333    0.9
     2   142   558  0.098    0.9
     2   143   559  0.342    0.8
--------------------------------------------------------------------------------
     2   144   560  0.051    0.9    1.5 100.0%  95.0%    1.5 | 10  0 | 44  2 | 
                                                             |  0 14 |  2 32 |
     2   145   561  0.206    0.9
     2   146   562  0.129    0.8
     2   147   563  0.278    0.8
     2   148   564  0.147    0.8
     2   149   565  0.133    1.1
     2   150   566  0.093    0.9
     2   151   567  0.169    0.8
     2   152   568  0.092    0.9
     2   153   569  0.252    0.9
--------------------------------------------------------------------------------
     2   154   570  0.215    0.9    1.5  95.8%  96.2%    1.5 | 13  0 | 44  2 | 
                                                             |  1 10 |  1 33 |
     2   155   571  0.357    0.9
     2   156   572  0.106    0.8
     2   157   573  0.156    0.9
     2   158   574  0.139    0.9
     2   159   575  0.165    0.8
     2   160   576  0.311    0.8
     2   161   577  0.161    0.9
     2   162   578  0.199    1.1
     2   163   579  0.123    0.9
--------------------------------------------------------------------------------
     2   164   580  0.078    0.9    2.2 100.0%  97.5%    2.2 | 11  0 | 44  2 | 
                                                             |  0 13 |  0 34 |
     2   165   581  0.153    0.8
     2   166   582  0.103    0.9
     2   167   583  0.236    0.9
     2   168   584  0.211    0.9
     2   169   585  0.220    0.9
     2   170   586  0.097    1.4
     2   171   587  0.042    0.8
     2   172   588  0.241    0.9
     2   173   589  0.036    0.9
--------------------------------------------------------------------------------
     2   174   590  0.116    0.8    2.3  95.8%  90.0%    2.3 |  9  1 | 38  8 | 
                                                             |  0 14 |  0 34 |
     2   175   591  0.240    0.9
     2   176   592  0.136    0.9
     2   177   593  0.091    0.8
     2   178   594  0.367    0.9
     2   179   595  0.436    0.8
     2   180   596  0.261    0.9
     2   181   597  0.111    0.9
     2   182   598  0.256    0.9
     2   183   599  0.071    0.8
--------------------------------------------------------------------------------
     2   184   600  0.150    0.9    1.9  95.8%  95.0%    1.9 | 13  1 | 42  4 | 
                                                             |  0 10 |  0 34 |
     2   185   601  0.438    0.9
     2   186   602  0.405    0.9
     2   187   603  0.098    0.9
     2   188   604  0.192    0.8
     2   189   605  0.124    0.9
     2   190   606  0.497    0.8
     2   191   607  0.362    0.8
     2   192   608  0.116    0.9
     2   193   609  0.244    0.9
--------------------------------------------------------------------------------
     2   194   610  0.264    1.1    1.9  91.7%  87.5%    1.9 |  7  2 | 36 10 | 
                                                             |  0 15 |  0 34 |
     2   195   611  0.393    0.9
     2   196   612  0.229    0.9
     2   197   613  0.050    1.5
     2   198   614  0.141    0.8
     2   199   615  0.285    0.8
     2   200   616  0.239    0.8
     2   201   617  0.046    0.9
     2   202   618  0.117    0.8
     2   203   619  0.191    1.5
--------------------------------------------------------------------------------
     2   204   620  0.110    0.9    2.3 100.0%  92.5%    2.3 | 14  0 | 41  5 | 
                                                             |  0 10 |  1 33 |
     2   205   621  0.106    0.9
     2   206   622  0.069    0.9
     2   207   623  0.262    0.9