diff --git a/tutoriels/matlab.ipynb b/tutoriels/matlab.ipynb
index 8070bceefd9260e7bbfcb5908dd9b2d58f4ae8e6..473bd4ee698102f63f52ebea29f513b09d50c111 100644
--- a/tutoriels/matlab.ipynb
+++ b/tutoriels/matlab.ipynb
@@ -1243,3305 +1243,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "  102x120x3 uint8 array\n",
-      "\n",
-      "I(:,:,1) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    55    47    46    45    45    46    43    43    44    47    49    48    49\n",
-      "    52    43    41    40    38    38    35    35    37    41    43    43    44\n",
-      "    50    42    40    38    36    36    34    33    34    37    40    41    42\n",
-      "    51    43    41    39    37    37    35    35    34    37    40    42    44\n",
-      "    52    43    41    39    36    36    33    33    33    35    39    41    44\n",
-      "    51    43    41    39    37    37    35    35    34    36    39    42    44\n",
-      "    50    43    42    41    39    39    38    38    36    38    41    43    45\n",
-      "    51    43    43    41    38    38    36    36    37    38    40    42    44\n",
-      "    50    45    42    40    37    37    37    36    36    38    40    44    47\n",
-      "    50    45    43    42    39    38    38    36    37    39    42    45    48\n",
-      "    50    46    44    43    41    39    38    36    37    40    43    46    49\n",
-      "    50    46    44    44    41    40    39    36    37    40    43    47    50\n",
-      "    51    46    44    43    40    39    39    37    37    41    45    49    52\n",
-      "    52    47    44    42    40    39    39    38    38    42    47    52    55\n",
-      "    52    47    44    43    40    40    40    38    39    44    49    54    58\n",
-      "    51    47    45    44    41    40    40    38    39    44    50    56    59\n",
-      "    51    46    44    43    40    39    40    40    40    45    55    57    64\n",
-      "    52    46    43    43    41    40    41    41    41    45    53    56    64\n",
-      "    54    47    43    43    41    41    42    41    42    47    57    63    69\n",
-      "    55    48    43    43    42    42    42    41    43    50    62    70    73\n",
-      "    55    48    44    45    45    44    44    42    44    50    62    71    73\n",
-      "    55    48    45    46    46    47    47    46    45    53    66    77    76\n",
-      "    57    50    46    47    46    47    48    48    48    57    70    81    79\n",
-      "    59    52    47    46    45    46    48    48    51    59    69    78    76\n",
-      "    61    53    49    46    46    47    47    50    53    58    71    82    80\n",
-      "    62    54    49    46    46    48    48    51    52    61    74    82    75\n",
-      "    62    54    49    46    46    49    49    53    53    63    74    84    72\n",
-      "    62    54    49    46    48    51    52    56    56    65    76    88    69\n",
-      "    62    54    50    47    50    54    55    59    59    70    78    83    59\n",
-      "    63    55    51    50    53    57    58    61    59    71    72    65    45\n",
-      "    63    55    52    51    55    58    58    61    59    67    62    53    43\n",
-      "    62    55    52    52    55    58    57    60    59    63    59    56    52\n",
-      "    64    58    54    51    54    57    56    61    61    60    59    75    54\n",
-      "    62    56    53    51    54    57    57    62    58    53    59    70    50\n",
-      "    68    60    56    53    53    56    55    59    59    53    65    68    54\n",
-      "    66    57    54    53    55    59    62    66    57    56    70    64    57\n",
-      "    74    62    57    54    53    58    60    61    55    61    74    67    60\n",
-      "    70    57    53    53    54    61    64    64    54    65    78    76    70\n",
-      "    76    60    56    55    55    60    60    57    52    64    75    75    75\n",
-      "    75    59    56    56    57    62    62    57    56    66    72    68    77\n",
-      "    72    58    55    53    57    57    58    59    57    64    67    62    71\n",
-      "    72    58    55    53    57    58    61    63    60    57    58    50    50\n",
-      "    71    58    55    52    57    59    64    67    67    55    54    43    34\n",
-      "    71    57    54    52    57    61    66    69    72    59    56    44    32\n",
-      "    71    58    55    53    59    63    67    68    73    65    57    41    32\n",
-      "    72    60    57    55    60    64    68    70    77    71    55    37    33\n",
-      "    73    63    61    58    62    65    71    73    80    73    55    35    34\n",
-      "    74    65    64    60    62    66    73    77    79    71    54    36    35\n",
-      "    73    66    63    62    64    69    72    77    76    74    53    37    37\n",
-      "    75    68    65    64    66    71    73    79    80    75    51    42    48\n",
-      "    75    69    66    65    68    73    76    82    81    82    60    49    53\n",
-      "    76    70    68    66    68    73    77    83    84    82    72    71    78\n",
-      "    79    73    70    68    69    73    77    83    85    85    79    77    94\n",
-      "    80    74    72    70    71    76    80    88    88    90    87    85    96\n",
-      "    82    76    74    72    73    78    83    91    91    85    91   102    84\n",
-      "    86    80    77    74    74    78    82    89    86    83    87    80    39\n",
-      "    84    81    75    79    76    76    79    92    81    84    67    40    28\n",
-      "    87    83    76    75    70    75    79    84    80    59    38    28    27\n",
-      "    90    82    76    76    69    72    78    84    68    41    27    30    30\n",
-      "    93    82    77    77    73    75    76    70    42    32    33    40    41\n",
-      "    96    87    82    79    76    74    61    40    32    33    37    46    51\n",
-      "    98    89    88    84    74    55    41    28    38    38    40    49    56\n",
-      "    98    90    86    73    56    35    33    37    39    39    44    53    57\n",
-      "    98    95    78    46    34    33    39    38    44    43    50    55    54\n",
-      "   101    72    50    33    33    33    40    44    54    59    56    53    63\n",
-      "    78    48    33    30    38    38    40    44    54    58    64    67    72\n",
-      "    49    38    36    32    34    38    44    49    56    53    59    61    62\n",
-      "    43    39    39    34    34    41    47    49    53    51    63    68    67\n",
-      "    46    37    37    38    36    38    42    50    49    54    71    79    77\n",
-      "    44    38    37    39    35    38    39    44    48    58    70    74    73\n",
-      "    45    38    33    36    38    46    41    37    48    64    71    75    72\n",
-      "    42    34    35    43    39    40    39    47    55    72    72    75    71\n",
-      "    39    35    36    38    40    39    36    41    58    64    63    66    75\n",
-      "    39    34    34    36    39    36    33    39    54    62    62    62    65\n",
-      "    40    33    32    34    37    35    34    42    57    64    67    65    69\n",
-      "    42    34    32    33    35    34    36    48    66    71    73    70    75\n",
-      "    41    34    32    32    33    32    35    47    63    71    73    71    75\n",
-      "    38    34    33    32    31    29    30    40    53    67    70    69    71\n",
-      "    38    34    33    31    31    30    28    34    50    65    62    63    65\n",
-      "    39    36    34    31    32    32    30    33    48    62    54    59    68\n",
-      "    39    35    34    32    33    35    32    31    49    62    55    58    69\n",
-      "    41    36    34    32    33    36    35    37    38    42    40    47    56\n",
-      "    40    33    32    31    34    37    39    46    44    41    42    48    63\n",
-      "    39    32    30    32    34    37    41    50    43    43    53    53    59\n",
-      "    41    33    32    32    33    34    37    46    58    44    51    58    67\n",
-      "    40    33    32    32    33    34    36    44    59    54    61    59    59\n",
-      "    39    33    32    32    33    36    37    43    45    44    47    46    58\n",
-      "    41    35    33    32    33    36    37    42    45    42    43    45    55\n",
-      "    42    33    31    31    32    36    37    41    44    39    46    54    53\n",
-      "    41    32    30    30    30    33    34    37    40    44    44    46    50\n",
-      "    40    31    29    29    29    31    31    33    37    38    42    44    43\n",
-      "    40    31    30    29    29    30    30    32    35    34    41    45    41\n",
-      "    40    32    30    29    29    30    29    31    34    39    38    41    45\n",
-      "    40    31    29    29    28    29    29    31    31    33    36    42    45\n",
-      "    40    31    29    28    27    29    28    30    30    28    34    42    41\n",
-      "    40    31    29    28    27    28    28    30    29    36    34    34    40\n",
-      "    38    32    27    27    28    28    28    29    31    32    33    34    36\n",
-      "    37    32    27    26    27    27    27    28    28    29    31    34    36\n",
-      "    40    34    29    28    29    29    29    31    32    32    33    34    36\n",
-      "    39    34    29    27    28    29    30    31    39    37    36    35    36\n",
-      "    42    38    34    32    32    33    35    37    41    39    38    38    40\n",
-      "    47    44    41    39    39    40    43    44    43    42    43    45    45\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n",
-      "    51    53    52    52    54    55    57    60    61    63    68    68    67\n",
-      "    46    47    47    50    51    51    51    53    53    55    59    57    58\n",
-      "    45    47    47    49    50    49    49    51    52    54    59    56    58\n",
-      "    47    49    50    50    52    51    50    53    55    57    61    58    59\n",
-      "    47    49    50    52    53    52    51    52    54    56    59    60    60\n",
-      "    47    49    51    52    55    54    53    54    55    57    59    62    62\n",
-      "    48    51    53    53    57    57    56    59    61    62    64    63    63\n",
-      "    47    50    52    54    58    59    59    61    63    63    65    67    68\n",
-      "    47    48    52    54    54    61    62    63    64    69    65    72    74\n",
-      "    47    48    53    54    58    65    62    63    66    72    68    73    67\n",
-      "    48    49    53    58    59    64    62    65    69    75    73    79    71\n",
-      "    49    49    54    57    58    66    69    72    72    77    79    77    72\n",
-      "    51    52    56    63    65    69    69    75    77    83    86    82    81\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    54    55    60    69    70    72    73    86    88    83    74    74    97\n",
-      "    58    59    63    67    71    78    83    91    82    71    63    82    90\n",
-      "    59    61    65    75    77    81    79    70    53    61    83    92    82\n",
-      "    62    65    67    76    74    79    61    52    60    82    93    75    46\n",
-      "    65    71    74    77    80    72    53    61    83    88    79    56    55\n",
-      "    70    74    77    79    65    49    50    73    93    94    98   108   102\n",
-      "    74    78    81    81    62    48    62    85   111   124   143   147   150\n",
-      "    78    83    84    63    46    50    80   108   136   151   165   167   148\n",
-      "    82    80    74    46    42    64   103   133   151   148   141   132   130\n",
-      "    82    71    53    39    60    92   111   126   129   111    90    99    96\n",
-      "    79    63    41    45    69   108   124   125   102    87    91    97    95\n",
-      "    76    45    45    53    97   121   123    99    87   110   116   112   100\n",
-      "    65    38    44    77   111   124    99   102   122   131   116    91    74\n",
-      "    52    40    65   100   103    89   101   115    99    88    68    72    81\n",
-      "    43    51    93    93    90    83    87    75    69    59    68    82    79\n",
-      "    41    67   104    95    63    56    79    76    74    69    86    91    81\n",
-      "    53    91   100    65    52    61    81    79    67    74    76    79    84\n",
-      "    72   108    79    55    48    74    64    58    62    68    83    86    75\n",
-      "    84   108    50    52    62    68    53    49    67    78    82    78    65\n",
-      "    79    74    46    57    57    51    40    55    64    68    67    67    64\n",
-      "    58    48    46    54    47    44    45    55    51    48    48    52    52\n",
-      "    48    33    53    51    43    42    44    46    44    59    77    59    48\n",
-      "    44    32    49    43    45    48    46    37    35    55    73    66    53\n",
-      "    40    35    38    41    47    48    46    35    29    35    37    47    50\n",
-      "    40    38    37    48    54    47    43    33    29    33    33    32    40\n",
-      "    43    37    38    55    68    57    46    33    30    35    37    34    34\n",
-      "    48    35    38    63    82    66    47    33    34    39    37    35    33\n",
-      "    43    39    40    68    87    85    64    29    34    37    37    29    30\n",
-      "    34    38    40    69   101   113    72    32    40    42    35    33    32\n",
-      "    33    41    42    68   126   143    81    31    43    56    36    32    34\n",
-      "    38    42    42    73   146   147    86    35    48    74    41    29    34\n",
-      "    41    42    40    71   150   148    98    34    41    73    61    33    35\n",
-      "    45    47    43    70   144   148   107    32    31    50    66    44    41\n",
-      "    49    57    47    72   141   137   100    35    34    36    45    49    57\n",
-      "    50    64    47    61   148   139    98    34    31    38    36    47    71\n",
-      "    56    69    52    54   122   140    90    34    32    33    41    50    70\n",
-      "    55    69    48    52    83   145    90    37    31    35    44    50    70\n",
-      "    63    69    54    56    47   118   108    42    29    35    41    50    72\n",
-      "    83    63    67    49    38    73   125    80    40    33    35    44    65\n",
-      "    90    59    60    39    37    42    88    97    47    33    37    33    47\n",
-      "    65    47    41    41    31    34    41    57    44    31    33    31    33\n",
-      "    36    28    32    38    29    36    34    28    38    30    26    33    31\n",
-      "    31    28    26    27    31    27    29    29    26    29    30    31    32\n",
-      "    28    28    29    27    32    28    30    27    29    30    28    31    32\n",
-      "    29    30    30    32    40    38    36    27    27    29    30    30    31\n",
-      "    31    40    47    54    62    62    60    46    37    30    26    29    30\n",
-      "    43    57    72    69    68    64    71    64    51    38    31    30    30\n",
-      "    50    56    71    68    64    65    84    83    65    43    31    32    31\n",
-      "    51    51    64    75    66    57    66    66    57    45    37    33    31\n",
-      "    57    63    74    75    75    66    66    67    69    60    46    32    30\n",
-      "    61    72    75    75    85    77    69    70    80    69    45    32    29\n",
-      "    64    74    75    79    76    82    81    70    57    61    50    30    31\n",
-      "    67    69    69    79    81    82    82    80    59    47    41    33    28\n",
-      "    60    63    68    70    75    80    84    93    78    53    41    34    28\n",
-      "    67    67    71    71    70    76    78    85    87    65    43    32    30\n",
-      "    81    77    75    78    74    74    70    74    84    75    64    38    30\n",
-      "    79    79    78    77    79    74    73    78    81    78    87    57    37\n",
-      "    77    79    81    78    79    73    78    79    78    77    84    74    53\n",
-      "    75    83    90    82    75    70    81    76    83    89    81    81    67\n",
-      "    78    83    85    79    75    73    79    80    76    83    91    83    91\n",
-      "    66    68    73    73    81    83    85    83    80    83    80    97    91\n",
-      "    73    75    81    82    85    78    83    90    91    94    83    92    97\n",
-      "    82    83    89    84    90    81    81    85    89    99    92    86    90\n",
-      "    81    84    91    91    99    94    91    91    94    98    89    86    85\n",
-      "    74    83    89   101    99    98   104   107   102    98    93    90    91\n",
-      "    67    80    83    96    93    99   103   103   100    96   101    97    95\n",
-      "    73    90    91    94    97   101    92    97   110   101    90    93   101\n",
-      "    72    74    80    86    85    96    87    88   103   102   100    88    96\n",
-      "    50    57    70    79    72    73    79    84    84    82    80    74    86\n",
-      "    62    70    74    88    88    84   100   104    94   100   105    83    78\n",
-      "    55    68    75    70    90    87    90    95   104   114   111   114   104\n",
-      "    60    67    73    71    71    69    86    97   102   100   107   105   106\n",
-      "    54    59    66    70    73    76    83    91   106    95    90    90    92\n",
-      "    70    72    71    69    74    79    89    88    99    94    95    99    89\n",
-      "    66    66    71    64    71    76    86    83    98   102   103    99   101\n",
-      "    64    71    72    64    62    74    77    83    89    97   103   100   103\n",
-      "    60    60    67    67    65    70    76    77    81    87    95   106   107\n",
-      "    56    61    63    70    68    62    68    73    88    92    89    94    95\n",
-      "    52    58    58    68    72    69    75    75    81    88    87   100   102\n",
-      "    48    44    55    64    66    71    82    85    78    83    82    91    97\n",
-      "    47    45    55    62    66    73    76    84    86    88    78    96    99\n",
-      "    48    49    53    56    71    83    76    71    78    84    81    95    94\n",
-      "    45    40    48    48    58    75    81    71    73    74    86   107   101\n",
-      "    38    40    42    46    55    69    78    72    73    84    86    94    97\n",
-      "    38    40    40    51    55    58    69    80    82    79    74    88    93\n",
-      "    37    38    38    45    54    51    59    76    78    75    77    80    83\n",
-      "    37    38    40    36    48    48    50    60    63    70    83    84    82\n",
-      "    41    43    45    46    51    50    52    57    63    74    82    81    82\n",
-      "    46    48    50    56    56    56    61    66    72    81    82    73    79\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    62    63    61    58    63    66    69    70    71    72    76    76    81\n",
-      "    55    58    55    54    58    61    63    67    71    69    68    66    75\n",
-      "    54    58    53    54    57    61    58    60    65    69    75    77    80\n",
-      "    53    56    52    55    58    62    65    65    69    68    70    71    75\n",
-      "    54    57    55    59    62    65    68    68    74    76    83    86    88\n",
-      "    59    60    61    62    67    67    73    69    75    79    93   104   106\n",
-      "    64    61    65    62    71    72    77    78    89    92   106   126   145\n",
-      "    71    65    72    69    82    84    87    89   104   111   126   145   160\n",
-      "    77    70    71    71    75    70    80    90    99   116   125   127   139\n",
-      "    71    68    68    67    78    89    99   105   109   116   123   126   132\n",
-      "    73    73    82    92   102   113   113   111   112   116   127   134   135\n",
-      "    80    90   105   112   105   105   109   104   110   119   131   137   130\n",
-      "    94   113   118   100    73    67    70    85   108   119   124   124   117\n",
-      "   112   107    78    48    39    51    59    72    87    98   110   116   106\n",
-      "    72    55    40    36    42    50    56    71    81    85    87    90    99\n",
-      "    44    33    35    48    71    87   101    94    82    81    79    69    72\n",
-      "    39    46    57    69    82   105   115   111   102    99    78    59    64\n",
-      "    68    74    74    79    88   108   127   131   146    94    63    52    63\n",
-      "   106   100    83    72    80   107   116   145   136    90    69    54    58\n",
-      "   134    95    75    81    87    89   111   161   122    79    58    49    61\n",
-      "   128   116   104    87    78    85   126   125    98    70    58    49    60\n",
-      "   125   116    93    70    74    99   113   114    98    70    53    49    50\n",
-      "    85    76    73    70    82   100   109   112    87    74    67    54    55\n",
-      "    83    75    72    69    80   100   109   113   115    80    68    47    61\n",
-      "    85    73    75    71    92   116   116   131   109    95    76    60    72\n",
-      "    79    75    69    78   108   110   141   137   117    87    68    64    60\n",
-      "    80    66    74    79   101   125   134   122   123    99    74    74    66\n",
-      "    72    65    67    76    91   111   120   131   131   108    88    74    68\n",
-      "    76    77    66    79    84    93   109   128   144   123    93    76    85\n",
-      "    72    66    62    68    61    79   100   133   148   118    98    80    72\n",
-      "    65    58    57    61    57    71    95   117   122    98    79    81    76\n",
-      "    62    54    53    45    50    75    94   116    98    80    69    76    67\n",
-      "    55    49    49    45    52    70    83    99    77    71    79    79    68\n",
-      "    48    44    44    47    53    58    72    71    67    80    85    82    71\n",
-      "    45    49    49    51    54    55    66    63    66    80    88    81    72\n",
-      "    47    53    56    53    52    55    68    68    74    83    95    86    71\n",
-      "    47    45    49    50    50    56    74    69    82    91    95    84    73\n",
-      "    40    39    41    42    52    71    74    68    77    89   101    92    79\n",
-      "    35    38    38    36    49    70    60    57    63    80   103   104    92\n",
-      "    35    36    34    36    41    44    43    45    64    73    72    90   109\n",
-      "    33    35    35    34    39    35    36    41    46    55    71    83   108\n",
-      "    32    35    38    35    34    35    34    37    39    43    54    71   107\n",
-      "    34    35    37    36    32    37    38    37    37    38    45    63   102\n",
-      "    39    37    33    36    35    38    42    37    39    41    46    62    92\n",
-      "    38    41    33    36    36    37    40    35    37    40    44    57    80\n",
-      "    35    43    37    36    36    35    41    37    38    37    40    52    70\n",
-      "    39    42    38    37    36    36    43    40    39    37    42    52    65\n",
-      "    46    38    37    38    38    38    40    38    36    37    47    57    63\n",
-      "    46    38    40    37    38    40    42    41    37    39    47    55    73\n",
-      "    51    36    37    38    40    40    44    42    39    40    50    59    79\n",
-      "    62    38    36    37    40    40    45    42    41    40    55    67    90\n",
-      "    67    42    36    35    39    41    42    38    40    41    60    78   106\n",
-      "    54    38    36    35    38    42    40    36    40    43    65    90   121\n",
-      "    36    32    34    36    37    40    39    36    39    46    66    97   127\n",
-      "    29    32    32    34    36    37    38    35    37    46    62    96   120\n",
-      "    29    35    30    32    35    37    36    34    35    44    56    90   110\n",
-      "    32    32    31    32    34    36    36    33    35    45    56    80    92\n",
-      "    31    31    31    32    33    34    35    34    39    49    55    67    73\n",
-      "    30    30    30    30    32    33    32    33    40    53    63    65    62\n",
-      "    30    31    30    30    31    32    32    32    36    52    72    73    63\n",
-      "    31    32    31    30    30    31    33    32    34    45    71    74    64\n",
-      "    31    32    31    30    30    32    31    32    34    39    62    68    67\n",
-      "    30    31    31    30    30    32    30    31    34    34    50    57    64\n",
-      "    28    30    30    29    30    32    32    30    32    29    40    43    55\n",
-      "    31    29    28    31    32    28    29    32    29    32    35    39    49\n",
-      "    25    26    26    28    28    26    28    31    29    30    30    33    40\n",
-      "    26    26    25    26    27    26    25    28    28    28    28    29    34\n",
-      "    29    28    25    26    28    26    24    27    27    27    27    28    31\n",
-      "    27    28    27    25    25    26    26    26    26    26    27    29    28\n",
-      "    25    28    29    25    24    26    26    25    26    26    28    31    29\n",
-      "    35    31    29    27    26    26    26    24    26    25    28    32    29\n",
-      "    48    33    26    28    29    25    26    23    26    24    25    29    25\n",
-      "    69    41    30    33    36    25    24    25    26    25    26    27    26\n",
-      "    78    63    44    39    45    34    27    26    25    26    27    28    27\n",
-      "    94    84    62    51    51    38    32    28    25    25    26    26    26\n",
-      "    89    96    88    61    46    42    36    32    27    24    24    25    26\n",
-      "    79    90    99    85    65    45    37    35    30    25    24    26    27\n",
-      "    86    85    91   103    97    61    40    37    31    27    26    26    25\n",
-      "    91    92    90    96    99    80    52    42    32    30    29    26    24\n",
-      "    94    89    90    89    87    77    67    49    35    33    32    27    26\n",
-      "    97   100    93    88    77    74    78    65    40    37    36    52    72\n",
-      "    94    89    81    88    89    81    77    69    50    30    42    59   104\n",
-      "    72    70    80    86    85    81    76    74   102    51    39    44    78\n",
-      "    84    64    70    76    78    73    76    75   136   116    43    35    48\n",
-      "   113    96    70    60    73    72    73    71   100   154    67    36    45\n",
-      "    88    94   108    90    66    65    73    72    69   130   119    56    44\n",
-      "    91    96    92    98    92    68    68    62    62    78   138    96    56\n",
-      "    93    93    93    94    86    87    82    65    63    60   121   141    94\n",
-      "    94    96    91    93    83    84    88    80    61    52    93   145   132\n",
-      "   103   100   100    97    90    90    86    82    73    51    83   130   141\n",
-      "    98    94    99    91    91    89    79    77    77    62    82   119   141\n",
-      "   109   103   102    90    90    90    81    71    64    64    75   112   135\n",
-      "   106   108   102    94    95    98    86    71    60    59    64    96   121\n",
-      "   105   110   100    94    93    96    91    82    73    56    52    68    98\n",
-      "    98   106   101    99    98   100   101    94    83    63    47    49    78\n",
-      "   102   109   108   105   105   103    99    96    87    84    61    53    67\n",
-      "   102   104   104   112   113   106   105   104   101    96    87    73    57\n",
-      "    99    99    96   101   105   102   104   104    94    96    98    87    66\n",
-      "    87    87    87    94   104   108   103   106    90    94    99    93    74\n",
-      "    83    81    85    89    98   100    97   102    91    90    91    91    84\n",
-      "    85    84    89    89    92    91   108   108   103    92    86    86    78\n",
-      "    86    83    89    88    93    94   102    97    99    92    93    97    83\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    74    78    77    76    74    69    59    57    62    64    61    66    65\n",
-      "    73    74    77    75    71    67    61    54    52    52    60    59    56\n",
-      "    73    72    74    75    75    70    60    53    54    61    62    60    61\n",
-      "    71    78    79    79    79    77    67    59    58    63    63    66    66\n",
-      "    84    80    89    91    88    93    97    89    76    78    80    77    74\n",
-      "   102   110   124   133   134   138   140   136   129   118   113   108   104\n",
-      "   157   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   168   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   198   204   205   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   196   197   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   200   201   208   211   214\n",
-      "   132   149   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   136   160   168   165   178   193   198   201   199   202   202   212\n",
-      "    95   109   126   153   162   166   187   198   187   191   198   196   196\n",
-      "   105   113   124   124   134   164   167   160   185   189   183   184   188\n",
-      "    76    95   107   123   119   115   133   150   159   163   173   175   173\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    64    83   107   117   130   130   131   140   150   154   160   172   172\n",
-      "    75    85   104   114   133   140   143   149   155   158   164   173   172\n",
-      "    72    87   106   115   131   136   143   157   170   170   175   181   179\n",
-      "    66    90   107   113   127   138   150   164   173   183   188   193   191\n",
-      "    70    85   108   117   132   143   157   168   173   181   189   196   201\n",
-      "    63    86   111   119   128   135   149   166   177   184   194   203   208\n",
-      "    76    94   109   110   123   133   147   162   171   190   203   210   213\n",
-      "    74    84   104   115   135   143   148   157   167   176   193   204   210\n",
-      "    70    92   113   123   139   142   141   153   164   184   196   203   211\n",
-      "    75    88   109   120   131   158   153   161   170   177   190   199   203\n",
-      "    75    86   100   116   141   143   161   169   156   176   189   204   209\n",
-      "    74    83   105   117   124   138   141   154   166   168   178   191   201\n",
-      "    74    82   101   123   122   121   141   170   171   187   197   199   202\n",
-      "    66    76   111   117   121   133   145   132   128   138   139   145   170\n",
-      "    65    81   103   112   119   146   110    71    72    76    62    76   124\n",
-      "    56    75    91   115   127   116   100    78    65    64    57    78   112\n",
-      "    60    66    87    93   116   123   124   117    98    98    98    81    85\n",
-      "    47    54    75    80   109   128   131    94    70    59    70    68    84\n",
-      "    54    52    64    82   105   117    88    79   100   106    82    53    83\n",
-      "    54    73    65    74    97   112    84    83    97    99   102    80    93\n",
-      "    62    82    83    99   104    65    52    42    55    71    71    72    74\n",
-      "    85   103    94   105    88    48    62    41    45    71   166    97    79\n",
-      "   109   117   107    98    78    81   116   103    94   152   191   156   117\n",
-      "   139   125   134   106   101    84    93   108   145   159   153   149   154\n",
-      "   116   111   101   101   122   112    87    90    85    91   102   116   135\n",
-      "   126   123   128   109   131   127   119   118   123   116   102   107   133\n",
-      "   129   129   163   123   127   129   125   117   112   109   126   166   166\n",
-      "   119   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   111   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   111   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   113   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   111   148   146   163   164   165   169   168   181   189   176   168   140\n",
-      "   104   125   146   163   163   169   168   172   179   186   179   157   108\n",
-      "   105   111   134   149   158   150   166   180   182   183   143    99    65\n",
-      "   108   106   105   124   147   155   166   183   175   148   127    83    48\n",
-      "   114    99    96   115   132   154   165   163   140   131   140    79    43\n",
-      "   119    84    87   106   133   149   162   147   147   170   152    83    49\n",
-      "   114    90    84   106   134   147   146   142   160   166   177   145    99\n",
-      "    99    81    77   101   118   132   142   159   149   163   168   164   158\n",
-      "    83    85    79    94   123   117   139   161   131   159   166   149   170\n",
-      "    77    84    92   105    97   104   131   137   118   140   165   146   171\n",
-      "    61    71    97   113    90    96    97   131   111   107   146   139   153\n",
-      "    51    68    94   104    69    75    70   115   106    83   108   103   114\n",
-      "    47    53    86   105    61    37    34    66    87    56    57    56    68\n",
-      "    45    47    72    88    53    31    38    34    44    45    35    36    39\n",
-      "    52    39    70    88    55    37    41    39    39    48    46    49    36\n",
-      "    56    41    70    95    66    52    48    52    53    53    63    71    54\n",
-      "    48    40    61    99    86    79    71    66    69    83    81    84    75\n",
-      "    50    34    59   100    93    91    89    91    99   106   108   102    99\n",
-      "    42    32    50    88    90    98   103   109   118   136   146   145   143\n",
-      "    36    31    38    66    75    93   106   117   129   149   166   178   189\n",
-      "    31    31    29    45    53    72    87   103   120   149   165   178   188\n",
-      "    27    30    25    32    37    49    61    78    96   119   140   154   162\n",
-      "    28    29    26    30    30    34    41    51    64    88   104   113   119\n",
-      "    29    28    28    30    29    28    31    34    40    45    60    75    88\n",
-      "    26    26    28    29    28    27    30    30    30    31    38    39    40\n",
-      "    24    25    28    27    23    29    30    28    30    28    29    37    54\n",
-      "    26    26    25    25    32    23    29    25    24    33    71   147   145\n",
-      "    27    29    23    24    27    30    28    38    62   110   161   182   143\n",
-      "    27    25    25    29    23    28    54   104   157   162   164   171   156\n",
-      "    25    27    25    23    26    25    91   126   141   138   143   154   148\n",
-      "    23    25    26    24    27    40   100   120   127   142   122   145   144\n",
-      "    25    24    22    25    31    77   103   102   114   130   133   123   129\n",
-      "    30    28    27    31    43    82   103    99   116   132   113   116   126\n",
-      "    80    71    48    44    60    88   121   117   112   129   121   111   108\n",
-      "   108   118   113   110   105   104   118   121   128   138   123   108   103\n",
-      "    89   113   125   127   126   123   123   116   115   130   124   115   103\n",
-      "    62    91   113   121   129   131   126   118   117   127   125   121   109\n",
-      "    48    75    99   109   126   136   130   122   121   123   126   124   114\n",
-      "    48    60    79    91   118   139   137   122   114   120   127   122   115\n",
-      "    50    58    76    89   110   128   132   124   120   122   126   117   115\n",
-      "    57    49    64    77    95   112   124   118   115   109   124   119   119\n",
-      "    82    61    65    71    88    98   117   126   117   112   125   115   117\n",
-      "   109    68    57    64    84    97   114   118   115   110   117   114   115\n",
-      "   128    86    59    56    72    86   107   111   113   109   110   114   112\n",
-      "   139   114    82    62    68    80   101   109   109   102   104   107   103\n",
-      "   135   126    98    63    62    67    80    94    93    96   103   103    97\n",
-      "   121   129   109    68    60    58    63    83    90    91   102   102    93\n",
-      "   115   119   114    79    59    50    53    68    81    82    91    97    81\n",
-      "   112   114   124   100    70    55    56    59    68    78    82    94    73\n",
-      "   109   111   112   109    85    64    55    62    62    75    77    83    69\n",
-      "    89    95   101   108    94    70    52    57    62    75    77    82    67\n",
-      "    73    79    87   101    99    80    58    58    66    73    74    78    63\n",
-      "    81    73    74    84    90    82    64    59    63    68    68    73    59\n",
-      "    79    78    75    75    82    81    71    61    60    66    65    70    59\n",
-      "    84    82    80    76    81    82    77    66    63    68    65    69    60\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    59    61    63    62    63    66    69    66    69    67    70    72    75\n",
-      "    55    55    53    63    59    59    61    60    66    62    61    61    64\n",
-      "    57    58    57    59    58    58    61    61    66    62    63    65    69\n",
-      "    62    58    62    62    64    62    62    59    63    59    60    63    66\n",
-      "    83    70    68    67    64    63    61    59    65    64    65    65    68\n",
-      "   100    82    81    74    72    70    67    63    64    59    61    63    65\n",
-      "   142   130   142   137    95    81    69    65    68    63    66    71    70\n",
-      "   197   201   207   205   166   128    93    82    86    76    68    66    68\n",
-      "   210   220   226   229   205   197   149    82    80    75    66    76    73\n",
-      "   219   219   214   223   225   223   204   164   125    78    68    73    73\n",
-      "   212   220   222   221   234   235   230   230   209   148   114    92    86\n",
-      "   211   208   214   222   228   230   235   237   233   223   208   156   111\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   231   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   227\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   169   193   205   211   210   210   204   199   195   199   210   220   233\n",
-      "   142   163   192   210   210   213   208   209   208   205   195   202   217\n",
-      "   113   139   172   190   196   213   206   208   202   196   184   166   183\n",
-      "    89   107   142   166   187   194   194   198   180   174   150   105   133\n",
-      "    97    70   108   139   170   187   186   185   168   142    96    62    71\n",
-      "   123    75    72   120   171   179   173   162   129    99    68    51    54\n",
-      "   111   105    74    99   168   191   170   128    88    55    38    40    38\n",
-      "    79    96   114   120   163   195   145    81    75    70    72    84    75\n",
-      "   133   104   136   127   185   198   149    90    80    67    71    56    94\n",
-      "   150   103   123   127   176   212   184   128   103    55    62    71    76\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   102\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   180\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   141   129   122   120   142   166   200   215   136   133   163   191   211\n",
-      "   113   117   111   115   133   162   188   234   160   110   128   197   218\n",
-      "   113   118   107   115   133   156   189   220   205   124   114   132   201\n",
-      "   127   109    82    97   125   166   178   209   237   187   153   160   185\n",
-      "    91    61    51    65   120   166   186   210   238   233   204   168   176\n",
-      "    87    92    65    59   119   171   193   205   227   243   213   186   171\n",
-      "   100   127    93    65   111   170   196   204   215   235   239   182   161\n",
-      "    85   131   116    62    94   150   169   186   187   219   227   215   176\n",
-      "    55    73    74    63    61    99   123   143   144   175   218   223   195\n",
-      "    44    41    42    41    42    60    77    93   105   155   186   221   203\n",
-      "    89    61    37    39    46    41    49    88   141   113   149   203   198\n",
-      "   147   109    77    53    48    62   136   198   200   128   124   186   193\n",
-      "   162   132   122    95   109   135   182   201   216   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   103   139   137   106   147   177   177   163   193   199   202   207   176\n",
-      "    64    82    80    81   119   153   144   145   164   178   198   197   184\n",
-      "    42    41    38    55    71   104   111   120   138   152   182   180   167\n",
-      "    41    37    32    36    45    71    76    89   112   147   156   158   147\n",
-      "    46    43    48    44    44    61    79    43    72    93   138   145   140\n",
-      "    60    54    62    55    64    78    60    45    48   106   144   143   137\n",
-      "    98    94    92    89    83    86    63    42    73   147   148   143   137\n",
-      "   146   147   138   122   107   103    80    60   134   153   154   142   138\n",
-      "   196   193   185   175   151   131    84   125   158   161   138   145   138\n",
-      "   190   184   179   174   144   122   124   157   157   148   144   139   136\n",
-      "   168   168   162   151   138   101   126   135   143   146   145   140   136\n",
-      "   120   117   116   113    90    95   144    97   122   136   138   133   137\n",
-      "    85    69    64    65    61    72   113    81    87   114   123   139   136\n",
-      "    40    37    38    38    39    52    92    89    50    88   109   127   135\n",
-      "    86   106    79    46    38    38    65    80    39    57    89   107   130\n",
-      "   125   143   111    49    38    35    45    71    45    36    69    81   101\n",
-      "    89    94   109    56    35    31    31    56    50    26    55    69    67\n",
-      "    83    65    87    66    32    26    30    38    44    31    47    73    52\n",
-      "    93    55    68    55    30    25    28    27    35    32    36    65    50\n",
-      "   108    42    37    40    30    26    22    27    34    28    30    47    47\n",
-      "   128    58    34    30    30    26    22    27    32    27    31    34    38\n",
-      "   121    82    34    26    28    23    27    23    25    27    32    29    33\n",
-      "   112    94    39    26    26    26    24    24    26    28    27    26    27\n",
-      "   108    98    50    27    26    26    25    25    27    29    28    27    24\n",
-      "    96    89    57    31    26    26    26    26    27    29    29    28    26\n",
-      "    97    93    67    28    26    27    26    26    28    29    28    27    27\n",
-      "   101    95    75    29    27    28    28    28    28    29    28    27    25\n",
-      "   104    94    80    34    28    29    29    29    30    30    29    27    27\n",
-      "   114   100    85    37    28    29    30    30    30    30    29    27    28\n",
-      "   115    93    81    42    27    29    30    30    30    30    29    27    25\n",
-      "   112    97    80    47    27    29    30    30    30    29    28    26    25\n",
-      "   109    93    71    45    29    29    28    28    29    29    29    28    26\n",
-      "   106    90    67    49    30    28    27    28    29    29    29    28    27\n",
-      "    99    84    65    49    30    28    27    28    30    29    28    27    27\n",
-      "    94    79    68    48    31    29    27    29    30    29    27    26    28\n",
-      "    89    74    66    45    33    30    28    28    29    28    28    28    28\n",
-      "    75    62    54    39    32    30    28    29    29    28    28    29    29\n",
-      "    66    56    47    40    30    29    29    31    31    28    28    29    29\n",
-      "    54    45    42    37    31    28    28    30    31    29    28    29    33\n",
-      "    51    42    40    36    32    29    28    30    30    29    29    30    31\n",
-      "    47    39    39    36    34    32    30    31    32    31    31    33    31\n",
-      "    46    40    40    37    33    31    30    30    31    31    31    32    32\n",
-      "    49    43    43    39    36    35    34    35    36    36    35    35    38\n",
-      "    51    46    45    40    42    42    42    43    44    43    42    41    47\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    75    71    72    70    72    68    67    68    68    64    59    61    63\n",
-      "    65    63    66    66    70    68    67    64    64    59    53    52    54\n",
-      "    70    68    70    68    71    67    66    64    63    58    50    48    50\n",
-      "    68    67    71    71    75    72    70    66    64    59    52    48    51\n",
-      "    71    69    72    70    73    69    65    68    64    59    52    48    51\n",
-      "    68    69    73    75    80    76    72    70    65    60    54    48    52\n",
-      "    73    73    75    75    79    73    67    72    66    62    56    49    52\n",
-      "    72    73    77    78    83    77    72    70    65    62    55    47    51\n",
-      "    76    77    78    80    78    83    77    70    67    61    54    50    54\n",
-      "    78    75    80    70    84    83    77    72    70    66    57    52    55\n",
-      "    72    77    81    83    80    81    74    72    72    69    61    55    58\n",
-      "    89    83    84    83    85    81    82    75    75    72    65    58    60\n",
-      "   144   105    95   103    92    81    85    82    80    76    69    61    62\n",
-      "   222   192   128   102    87    93    84    84    81    77    69    62    61\n",
-      "   239   226   186   118    95    92    89    85    81    76    69    61    61\n",
-      "   228   236   227   152   101    93    92    88    84    79    71    62    61\n",
-      "   232   225   220   182   118    96    92    87    85    78    71    63    62\n",
-      "   232   233   216   177   114   100    95    91    89    82    73    64    62\n",
-      "   228   231   220   167   129   100    92    93    92    84    75    65    62\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   224   236   229   190   144   109    97    91    91    85    76    65    62\n",
-      "   224   228   235   213   163   116   100    90    92    86    77    66    62\n",
-      "   238   225   239   233   210   153   101    95    96    90    80    68    64\n",
-      "   240   232   226   238   232   199   109   102   103    95    83    71    66\n",
-      "   245   236   232   226   234   224   138   107   106    97    85    72    68\n",
-      "   230   240   226   228   232   235   161   104   100    99    89    76    67\n",
-      "   237   233   226   225   212   216   156   110   100    96    87    76    69\n",
-      "   228   233   227   231   210   183   144   136   107    95    89    77    66\n",
-      "   210   223   233   237   221   183   145   128    99    94    90    77    66\n",
-      "   237   227   232   245   233   199   151   115    96    99    93    79    71\n",
-      "   235   242   234   241   237   218   192   152   111    96    89    79    70\n",
-      "   219   223   229   241   246   231   200   188   132    99    85    77    66\n",
-      "   244   228   220   246   245   241   224   194   155   126    96    79    69\n",
-      "   224   235   225   239   243   245   232   208   153   127   104    82    69\n",
-      "   182   221   228   238   250   241   231   215   173   123    93    78    67\n",
-      "   119   180   224   236   245   241   242   228   188   125    94    73    69\n",
-      "    78   123   198   231   239   248   244   233   207   137   100    77    68\n",
-      "    49    95   184   227   230   242   240   237   212   169   130    84    74\n",
-      "    52    78   163   222   233   235   240   235   232   205   158   116    89\n",
-      "    91   117   188   227   230   224   232   235   235   224   185   138    87\n",
-      "   122   152   209   226   230   225   215   225   230   221   195   160    88\n",
-      "    68   156   217   224   226   220   209   210   226   221   196   147   106\n",
-      "   105   182   220   218   217   215   204   204   203   207   181   158    98\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   133    91\n",
-      "   165   205   205   203   195   182   185   168   171   145   125   119    96\n",
-      "   213   215   204   178   170   171   159   161   138   108    95   115    89\n",
-      "   215   216   201   167   145   127   140   156   113    91    83    86    70\n",
-      "   222   209   183   165   146   130   130   134   119    90    77    70    63\n",
-      "   204   207   167   144   133   125   120   112   105    89    80    69    60\n",
-      "   192   180   142   128   112   121   116   105    94    89    81    69    58\n",
-      "   183   155   128   114   106   118   112    99    88    82    77    65    60\n",
-      "   183   130   119   112   114   115   100   100    89    82    77    62    58\n",
-      "   180   118   115   115   121   109    89    87    76    76    73    61    55\n",
-      "   173   127   122   119   122   107    96    87    74    77    73    60    49\n",
-      "   157   129   118   112   110    96    92    82    71    74    73    61    56\n",
-      "   148   130   118   110   107    95    86    80    74    71    71    54    59\n",
-      "   137   126   118   106   104    96    83    73    72    66    71    53    69\n",
-      "   136   129   116   107   103    97    86    78    68    68    64    67    93\n",
-      "   127   123   115   109   103    96    85    76    73    67    55    82   112\n",
-      "   126   120   113   108   100    96    88    81    81    66    54    96   127\n",
-      "   129   122   113   106    98    96    90    84    80    61    62    97   114\n",
-      "   126   122   114   107   100    95    89    84    81    59    78    98    85\n",
-      "   125   120   114   107   102    96    91    86    85    61    89    98    57\n",
-      "   133   120   114   108   103    95    93    87    76    55    82    80    39\n",
-      "   139   121   117   111   104    93    92    90    64    47    74    63    37\n",
-      "   133   126   119   110   101    93    90    88    73    40    57    41    33\n",
-      "   134   127   121   113   103    96    92    92    77    34    40    33    31\n",
-      "   134   128   122   114   105    98    94    94    85    35    28    27    29\n",
-      "   133   128   122   114   105    98    95    95    95    47    27    29    27\n",
-      "   133   128   122   114   105    99    95    99    99    59    28    31    27\n",
-      "   134   130   124   116   107   100    97   103    99    69    27    29    26\n",
-      "   134   130   125   117   108   102    99   101    98    82    31    26    27\n",
-      "   133   129   124   117   108   102    99    97    98    95    38    26    28\n",
-      "   136   131   128   117   109   102    95   100   100    93    51    28    27\n",
-      "   132   134   132   121   113   105   103   103   104    97    69    28    27\n",
-      "   106   140   144   128   120   110   108   107   106    99    87    34    29\n",
-      "    64   129   150   132   124   119   112   111   106   100    95    50    33\n",
-      "    40    93   145   135   123   123   117   113   109   104    96    66    34\n",
-      "    40    55   133   144   129   124   118   115   112   109    96    70    31\n",
-      "    39    39   108   146   139   127   122   119   116   109    99    67    34\n",
-      "    28    36    79   138   146   136   131   126   119   108   103    64    40\n",
-      "    29    27    43    92   128   132   137   129   127   110    95    59    65\n",
-      "    30    30    31    47    68    96   132   140   102    74    57    54    79\n",
-      "    24    24    27    34    41    55    80    96    54    45    34    50    74\n",
-      "    25    26    26    30    34    38    47    43    33    56    40    62    72\n",
-      "    26    29    25    23    29    36    44    28    36    70    43    74    81\n",
-      "    24    26    27    28    30    31    35    35    43    71    58    94    87\n",
-      "    28    29    27    27    27    27    35    32    54    57    78   107    77\n",
-      "    30    31    26    26    28    29    37    40    83    54    95   118    78\n",
-      "    30    31    28    28    30    32    36    49    80    56    95    91    80\n",
-      "    30    30    28    28    30    33    36    59    73    74   103    73    91\n",
-      "    30    30    28    29    30    32    35    54    62    65    95    70    86\n",
-      "    30    30    30    30    30    31    34    35    40    41    52    51    54\n",
-      "    29    29    29    30    30    32    38    45    59    58    80    95    81\n",
-      "    29    28    28    29    30    36    45    83    83   105    96    77    99\n",
-      "    29    29    30    31    31    38    48    71    79    99    95    71    95\n",
-      "    30    32    33    33    32    38    48    50    66    86    88    83    90\n",
-      "    33    33    36    36    38    43    43    51    62    67    68    84    77\n",
-      "    33    50    69    69    56    49    53    65    68    70    71    79    75\n",
-      "    52    90   116   122   114    99    95    97    94    91    89    84    75\n",
-      "    50    75    81    91   106   108   114   111   112   112   112   105    93\n",
-      "    45    58    58    62    69    72    85   101   110   113   115   112    99\n",
-      "    51    56    54    54    53    53    66    73    87    96   100   105   101\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    61    59    64    59    58    56    62    60    62    60    65    68    68\n",
-      "    54    53    56    52    53    51    56    54    55    54    56    59    59\n",
-      "    51    51    52    50    52    51    53    51    52    53    55    59    59\n",
-      "    54    52    50    49    50    50    51    50    51    51    53    57    57\n",
-      "    54    50    51    50    50    51    51    52    51    52    50    54    54\n",
-      "    54    50    53    52    50    53    52    54    53    54    53    55    55\n",
-      "    57    52    51    51    49    53    52    54    51    52    53    55    54\n",
-      "    57    54    52    54    52    57    55    57    53    55    53    54    53\n",
-      "    59    58    54    54    57    58    54    56    50    54    52    50    52\n",
-      "    60    60    57    56    58    59    56    58    52    54    52    49    50\n",
-      "    63    65    61    59    58    60    58    60    54    54    54    51    51\n",
-      "    66    68    63    61    58    61    59    60    55    55    57    53    52\n",
-      "    66    67    63    63    59    62    59    59    56    56    59    54    53\n",
-      "    65    65    63    64    60    63    59    58    57    57    60    56    55\n",
-      "    65    66    62    64    59    63    60    58    58    58    60    57    58\n",
-      "    64    66    62    63    58    63    60    58    59    58    59    57    58\n",
-      "    68    67    65    63    63    61    63    60    60    57    60    62    58\n",
-      "    68    67    67    65    65    62    63    60    60    58    61    63    60\n",
-      "    68    67    66    65    65    61    62    58    58    56    58    62    61\n",
-      "    67    66    65    65    66    62    62    57    57    55    56    61    61\n",
-      "    66    64    65    65    67    63    63    58    57    55    57    62    62\n",
-      "    66    62    64    63    65    63    63    58    57    54    57    62    61\n",
-      "    67    62    63    62    63    60    62    58    58    55    56    61    61\n",
-      "    69    64    64    62    62    60    62    60    60    57    58    62    62\n",
-      "    70    67    68    64    61    61    61    59    58    59    57    65    63\n",
-      "    71    64    66    63    61    60    60    59    58    58    58    64    61\n",
-      "    68    63    62    61    60    59    59    58    58    58    59    63    60\n",
-      "    69    67    60    60    60    59    58    57    58    58    59    62    60\n",
-      "    72    65    62    62    62    60    59    58    58    58    57    60    59\n",
-      "    66    65    65    65    63    61    60    59    59    58    55    59    59\n",
-      "    62    67    64    64    62    60    60    61    61    60    56    60    60\n",
-      "    63    64    61    61    59    59    60    63    64    62    59    63    62\n",
-      "    66    62    63    63    58    59    57    62    59    58    61    59    62\n",
-      "    62    62    64    64    60    61    59    62    58    56    58    57    60\n",
-      "    69    67    65    65    62    63    61    62    58    56    58    57    60\n",
-      "    58    68    65    65    64    64    63    63    61    60    61    60    61\n",
-      "    68    66    65    65    65    64    64    63    64    64    64    62    60\n",
-      "    73    71    65    64    64    62    63    62    65    66    68    64    61\n",
-      "    76    64    64    61    61    59    63    61    65    65    69    66    63\n",
-      "    76    72    62    58    58    56    63    61    64    64    67    67    64\n",
-      "    68    69    62    60    59    57    61    64    62    65    66    69    65\n",
-      "    66    67    61    57    56    55    60    63    61    64    66    68    65\n",
-      "    69    58    62    57    55    56    61    63    61    65    65    66    63\n",
-      "    63    62    63    58    56    57    62    63    61    66    63    65    63\n",
-      "    66    63    63    59    59    58    61    62    61    67    65    66    63\n",
-      "    70    57    62    61    61    59    61    63    62    67    63    67    64\n",
-      "    61    63    61    62    62    59    62    65    63    66    68    67    59\n",
-      "    61    60    59    60    60    57    60    65    63    63    61    64    63\n",
-      "    53    56    54    60    56    59    69    99   148    75    66    60    71\n",
-      "    56    60    56    52    61    57    66   105   151   126    60    61    93\n",
-      "    54    56    56    55    57    42    55    75    88   103    49    58   102\n",
-      "    53    56    51    54    42    34    48    49    38    49    41    60    93\n",
-      "    49    49    48    40    31    34    42    50    43    33    45    84   137\n",
-      "    54    50    40    32    29    31    43    52    40    32    59   103   146\n",
-      "    48    34    29    31    29    41    71    63    32    32    42    85   110\n",
-      "    51    30    28    30    30    62   100    77    40    30    30    44    56\n",
-      "    76    34    27    30    40    85   127   117    58    38    36    45    51\n",
-      "   107    41    27    35    53    89   150   170   139    98    80    79    65\n",
-      "   116    44    29    36    58    90   139   170   176   151   112    93    70\n",
-      "    80    35    35    45    64    87   121   164   167   143   127   113   105\n",
-      "    45    31    33    44    63    77   115   157   155   139   119   137   147\n",
-      "    36    33    45    58    75    73   108   129   133   126   110   141   162\n",
-      "    36    33    41    68    80    76   114   134   140   119   115   119   148\n",
-      "    36    38    47    70    68    83   112   123   135   121   133   108   141\n",
-      "    36    39    51    63    64    89   120   127   134   135   125   110   131\n",
-      "    36    37    48    67    66    94   120   117   131   141   127   123   133\n",
-      "    35    35    46    62    69    96   120   115   120   137   124   114   128\n",
-      "    33    36    46    49    70    94   117   124   111   121   115   103   116\n",
-      "    31    37    47    46    67    92   113   131   115   108   104   100   114\n",
-      "    30    36    48    56    63    94   112   127   126   110   105   105   118\n",
-      "    32    37    49    66    64    98   116   122   125   116   113   123   116\n",
-      "    34    40    50    67    67   100   121   122   115   118   113   131   120\n",
-      "    33    46    55    67    69   111   127   124   101   115   117   132   112\n",
-      "    37    51    54    62    73   110   128   120   114   113   120   120   118\n",
-      "    44    59    67    65    79   106   120   108   117   102   120   114   123\n",
-      "    54    69    77    70    86   109   117   108   117   103   115   118   121\n",
-      "    63    82    80    83   103   122   112   106   106   114   111   120   118\n",
-      "    66    92   107   104   109   125   116   117   106   116   113   120   121\n",
-      "    67    98   108   116   125   132   116   114   118   136   123   122   124\n",
-      "    70   101   104   110   117   125   120   116   122   123   135   125   121\n",
-      "    83    99   105   116   119   122   130   126   126   135   131   126   123\n",
-      "    69    76    97   104   108   111   132   140   146   147   142   130   120\n",
-      "    50    69    77    68    78    90   109   114   135   149   147   139   128\n",
-      "    52    80    87    62    74    89    79    73    93   107   128   128   114\n",
-      "    58    77    83    62    79    92    69    75    85    76    77    99    97\n",
-      "    67    89    82    69    85    90    61    74    79    63    82    82    76\n",
-      "    80   103    83    80    94    90    63    72    77    73    94    79    80\n",
-      "   104   109    80    90   104    91    74    80    81    80    90    72    78\n",
-      "   108   100    89   103   108    84    81    98    81    82    83    68    88\n",
-      "   110    93    92   103   104    84   101    97    78    97    92    82    89\n",
-      "   111    83   101   104   108    93   105   101    84    97    87    94    91\n",
-      "    86    82    85   123    94    94   113    88    88   106    74    96    85\n",
-      "    99    61    72    95    88    95   113    93    89   108    86   108    85\n",
-      "   113    92   107   100    69    65    90    94   105   110    93   108    86\n",
-      "    96    88   115   118   114    93    59    73    88   106   100   105    96\n",
-      "    67    87   108   146   121   123    85    74    52    79   107   101   101\n",
-      "    56    71   100   147   129   115    95    97    80    53    51    86    99\n",
-      "    63    73   105   150   149   125   114   108    95    97    60    62    89\n",
-      "    69    69    98   134   148   113   122   115   101   120    86    48    67\n",
-      "    87    85   108   138   157   117   131   128   114   128   105    56    42\n",
-      "    92    95   119   145   163   128   125   120   114   122   110    74    39\n",
-      "    99   110   132   148   162   139   122   114   116   122   115    78    47\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    70    67    69    68    69    63    60    59    58    56    54    55    58\n",
-      "    62    59    61    60    60    56    54    52    51    49    46    47    50\n",
-      "    62    59    62    60    60    57    55    54    52    49    46    47    50\n",
-      "    60    58    61    60    60    58    56    54    52    48    45    46    50\n",
-      "    57    56    60    58    59    58    56    54    51    46    43    46    51\n",
-      "    59    57    61    60    60    59    58    56    53    48    45    48    54\n",
-      "    57    56    59    58    58    57    56    56    53    47    44    47    53\n",
-      "    55    54    57    56    56    56    56    57    55    49    45    48    53\n",
-      "    54    53    53    53    51    54    53    55    50    47    42    46    51\n",
-      "    52    52    52    53    51    54    54    55    50    47    41    46    51\n",
-      "    53    53    53    54    52    54    54    55    50    46    40    45    51\n",
-      "    53    54    54    54    51    53    53    55    49    45    39    45    51\n",
-      "    54    53    53    52    49    53    52    54    49    45    40    47    53\n",
-      "    56    54    53    52    49    52    52    54    49    47    42    48    53\n",
-      "    58    56    54    52    49    52    51    52    49    47    43    48    52\n",
-      "    59    56    53    51    48    51    50    51    48    47    42    47    51\n",
-      "    58    55    54    48    49    49    50    49    48    47    44    45    51\n",
-      "    60    55    53    47    47    49    50    49    47    46    43    44    49\n",
-      "    61    57    54    48    49    49    50    48    47    46    43    44    49\n",
-      "    62    57    55    50    52    49    49    48    46    45    42    43    48\n",
-      "    62    57    55    50    53    49    48    46    44    43    41    42    47\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    62    58    56    52    54    50    49    46    44    44    42    43    48\n",
-      "    63    60    58    53    54    52    50    47    44    44    43    45    50\n",
-      "    64    60    58    51    51    51    49    45    43    42    42    44    50\n",
-      "    66    59    62    53    52    48    48    46    43    42    40    43    49\n",
-      "    64    58    60    52    52    48    47    45    43    42    40    41    46\n",
-      "    63    57    56    49    50    47    46    44    43    43    40    40    44\n",
-      "    62    56    53    47    49    48    46    44    44    43    40    40    45\n",
-      "    60    57    53    48    49    47    46    44    44    43    39    40    46\n",
-      "    58    56    52    48    49    46    45    43    43    42    38    40    46\n",
-      "    56    54    50    47    46    46    44    42    43    43    39    38    44\n",
-      "    55    52    48    45    43    47    44    42    44    44    39    37    42\n",
-      "    53    51    46    45    43    46    47    44    40    41    41    39    39\n",
-      "    52    50    46    45    45    45    45    42    40    41    41    41    42\n",
-      "    54    52    50    49    49    47    45    42    42    44    43    43    46\n",
-      "    56    54    54    53    54    49    47    44    45    47    44    43    47\n",
-      "    56    55    57    55    55    50    48    47    48    49    46    44    47\n",
-      "    58    56    60    56    56    52    51    50    50    52    49    47    49\n",
-      "    62    59    62    56    56    54    54    52    51    52    51    50    51\n",
-      "    64    59    62    55    55    54    55    52    49    49    50    49    49\n",
-      "    61    60    60    61    57    55    58    51    48    51    48    47    49\n",
-      "    63    61    60    59    53    51    55    56    54    50    48    47    45\n",
-      "    62    62    61    62    59    59    57    58    54    48    48    49    46\n",
-      "    63    62    59    59    56    58    54    55    54    51    50    47    46\n",
-      "    62    60    59    61    60    56    56    58    53    49    47    44    48\n",
-      "    63    62    61    62    58    62    55    56    51    47    47    45    51\n",
-      "    62    80   110   140   152   118    68    49    52    50    49    46    48\n",
-      "    77   112   159   201   218   227   117    56    52    47    45    43    45\n",
-      "   107   134   165   205   221   228   179   137   148   114    56    57    53\n",
-      "   138   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   144   185   163   139    83    84   107   124   113   133   144   177   218\n",
-      "   164   159   113    88    87    80    75    98   120   123   145   163   181\n",
-      "   125   110    82    92    84    66    98   144   179   146   126   121   136\n",
-      "    99    72    72    71    89   112   152   165   155   116    93    93    96\n",
-      "    77    47    50    51   116   157   137   108    95    73    60    96   125\n",
-      "    40    40    32    37    74   117   106    78    50    42    90   124    86\n",
-      "    45    34    32    25    34    62    56    32    42    72    71    55    46\n",
-      "    39    29    29    26    29    28    24    30    54    59    37    24    29\n",
-      "    43    34    35    40    34    26    39    61    58    37    25    24    24\n",
-      "    87    77    89    90    59    54    70    85    59    25    25    28    25\n",
-      "   134   128   147   126    75    73    86    94    63    34    30    23    21\n",
-      "   163   166   170   130    94    90    92    89    62    39    28    20    31\n",
-      "   165   165   149   114   107   110    95    75    52    34    23    29    56\n",
-      "   159   148   125   105   107   118   114    87    45    31    45    62    74\n",
-      "   145   142   110    93    99   114   124   102    53    50    82    77    73\n",
-      "   143   126   118    95    90   131   132   103    84    77    90    86    91\n",
-      "   132   121   109    98    90   119   150   108    78    87   150   166   149\n",
-      "   135   121   113   102    99    86   114    69    48    65   106   103    94\n",
-      "   128   123   113    97    80    51    42    31    29    24    54    63    46\n",
-      "   116   121    95    71    44    30    22    23    23    21    22    19    23\n",
-      "   113    99    76    43    31    26    25    27    22    17    18    18    20\n",
-      "    97    79    55    33    29    25    22    20    22    19    19    21    24\n",
-      "    92    74    43    26    24    22    18    21    20    16    18    20    24\n",
-      "   104    79    47    38    28    27    25    27    22    18    19    20    21\n",
-      "   109    82    50    48    42    37    30    26    20    19    25    24    22\n",
-      "   104    87    59    47    47    38    29    25    20    20    25    25    25\n",
-      "   103    92    71    48    40    33    26    25    25    22    21    22    26\n",
-      "   112    92    75    60    47    41    26    22    23    24    24    23    26\n",
-      "   120    96    71    64    52    42    27    21    22    24    27    26    27\n",
-      "   120   107    69    55    39    28    24    27    27    24    24    25    29\n",
-      "   105   108    93    46    29    23    25    24    25    26    33    32    27\n",
-      "   113    85    65    44    27    23    21    30    22    59    53    30    34\n",
-      "   107    77    36    27    22    26    27    19    22    61    79    34    32\n",
-      "    83    38    29    22    24    17    25    21    21    36    64    45    28\n",
-      "    49    31    24    23    21    27    27    23    26    36    77    64    27\n",
-      "    66    28    20    28    25    20    31    31    23    35    84    64    30\n",
-      "    86    75    37    23    29    33    39    38    27    62    83    60    26\n",
-      "    90    94    70    29    35    40    48    35    63    76    68    41    29\n",
-      "    73    82    78    39    42    50    51    55    70    62    44    33    27\n",
-      "    71    75    66    48    55    55    67    66    55    36    32    32    29\n",
-      "    81    75    51    45    49    45    44    39    34    31    39    35    32\n",
-      "    85    65    32    29    27    31    25    25    31    36    41    32    35\n",
-      "    87    54    28    30    29    28    31    34    35    37    43    33    34\n",
-      "    81    41    28    28    30    29    35    35    37    42    46    35    32\n",
-      "    79    39    33    30    33    28    39    39    42    43    41    35    36\n",
-      "    71    31    31    31    37    33    46    39    40    44    48    46    42\n",
-      "    57    30    29    37    37    34    44    44    42    47    52    48    42\n",
-      "    42    29    32    36    35    33    42    49    43    49    44    47    40\n",
-      "    40    35    32    36    43    35    42    52    49    50    42    48    43\n",
-      "    42    35    30    37    46    35    41    46    53    46    41    46    44\n",
-      "    41    35    36    44    47    44    45    46    55    51    46    51    48\n",
-      "    44    44    44    47    56    57    54    52    55    61    50    59    54\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    59    57    55    55    56    58    59    60    57    61    66    70    69\n",
-      "    53    51    50    50    51    52    52    52    50    54    58    60    59\n",
-      "    51    50    49    49    50    50    49    48    50    55    60    63    63\n",
-      "    54    52    50    50    51    51    49    48    45    52    59    64    64\n",
-      "    55    53    51    50    50    50    49    49    50    57    65    70    69\n",
-      "    57    55    53    52    51    51    51    52    51    56    62    66    65\n",
-      "    57    57    56    54    52    52    53    54    54    58    62    65    65\n",
-      "    55    55    55    54    52    51    52    54    58    61    63    66    66\n",
-      "    58    55    51    52    48    49    50    56    55    56    58    62    62\n",
-      "    58    55    51    53    49    50    51    56    59    59    60    63    63\n",
-      "    56    54    50    53    50    51    51    57    56    57    58    59    62\n",
-      "    54    53    50    53    49    50    50    55    54    55    56    56    62\n",
-      "    54    52    50    53    49    50    49    54    56    56    59    57    63\n",
-      "    54    52    50    53    49    49    49    54    56    55    59    57    64\n",
-      "    53    51    49    52    48    49    49    53    54    52    57    55    62\n",
-      "    52    50    48    51    47    48    48    53    55    52    57    54    61\n",
-      "    53    52    51    50    49    49    50    51    53    53    52    53    54\n",
-      "    54    53    52    50    49    48    49    50    53    53    51    51    52\n",
-      "    54    54    53    51    48    47    47    47    49    50    48    48    50\n",
-      "    53    53    52    50    48    46    45    46    47    48    47    47    49\n",
-      "    51    51    50    49    47    45    45    45    47    49    48    48    49\n",
-      "    50    50    49    48    47    46    45    44    45    49    50    49    50\n",
-      "    52    50    48    47    47    46    44    43    42    48    50    49    50\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    54    51    48    47    47    46    44    42    42    49    52    50    49\n",
-      "    51    49    49    47    44    45    47    47    48    47    49    48    48\n",
-      "    51    49    49    48    46    45    46    44    46    46    48    47    47\n",
-      "    49    47    48    48    47    47    46    43    43    43    45    45    46\n",
-      "    49    47    48    49    49    49    47    44    41    41    44    44    46\n",
-      "    53    50    49    49    48    48    47    43    41    40    43    44    46\n",
-      "    51    47    46    46    45    45    44    42    41    40    42    42    44\n",
-      "    46    44    43    43    42    43    43    41    41    40    41    42    44\n",
-      "    47    45    44    44    42    42    43    41    40    39    40    41    44\n",
-      "    43    45    45    44    43    43    42    40    40    39    39    39    43\n",
-      "    44    44    44    43    43    43    42    41    40    40    41    40    43\n",
-      "    47    46    45    44    44    45    45    44    43    43    45    44    45\n",
-      "    50    49    47    47    47    47    46    45    45    45    47    46    46\n",
-      "    52    50    49    49    49    48    46    45    45    44    46    45    47\n",
-      "    54    52    50    50    51    50    47    46    46    44    46    46    48\n",
-      "    56    53    50    51    52    51    49    47    48    46    47    47    50\n",
-      "    56    52    48    49    50    50    48    47    47    46    47    47    49\n",
-      "    50    49    48    48    49    49    48    47    45    46    45    47    48\n",
-      "    49    48    47    47    47    47    47    46    45    45    45    47    49\n",
-      "    49    48    46    45    44    44    45    45    44    45    45    47    48\n",
-      "    48    47    46    45    43    43    43    44    44    44    45    47    48\n",
-      "    49    49    48    47    46    45    44    44    44    45    45    46    48\n",
-      "    51    50    50    49    48    46    45    45    44    45    44    45    47\n",
-      "    50    49    47    46    46    45    44    43    44    43    42    43    44\n",
-      "    48    46    43    42    42    42    42    41    42    42    40    41    41\n",
-      "    48    43    42    45    45    40    41    41    42    40    41    41    41\n",
-      "   131    66    46    39    40    45    42    42    42    41    41    41    42\n",
-      "   231   177    57    54    72    95   127    73    42    40    40    39    41\n",
-      "   216   216    85   103   147   157   200   155    42    39    39    38    39\n",
-      "   166   170   171   170   169   184   182   139    42    40    40    39    40\n",
-      "   120   146   182   206   169   169   167   109    39    38    39    38    40\n",
-      "   131   143   160   199   205   173   108    45    36    35    37    37    38\n",
-      "   112   143   184   186   214   216   205    96    36    35    37    37    38\n",
-      "    85   100    99    93   126   178   206   174    53    81    73    40    36\n",
-      "    48    72    59    43    58    81   120   150   102   123   150    84    38\n",
-      "    23    32    25    28    33    44    81   123   132   152   112    71    33\n",
-      "    25    26    27    29    41    94   141   170   151    88    86    44    35\n",
-      "    22    28    48    82   117   141   124   132   100    55    40    36    35\n",
-      "    50    88   112   128   146   148   102    85    54    30    27    31    32\n",
-      "   103   132   134   133   122   102    66    39    31    23    37    33    30\n",
-      "    94   130   115    97    68    41    38    28    30    29    31    26    33\n",
-      "    75   103   103   106    95    64    38    30    30    29    29    29    31\n",
-      "   123   136   141   151   200   198   128    33    29    28    29    29    31\n",
-      "   156   153   139   147   168   168   152    45    28    27    29    29    31\n",
-      "   118   111   111   118   104   107    97    30    28    27    29    29    31\n",
-      "    47    43    42    58    46    37    29    31    29    27    29    28    30\n",
-      "    19    27    18    17    21    28    29    26    28    27    28    27    29\n",
-      "    18    12    25    21    21    33    26    29    28    27    29    28    29\n",
-      "    23    21    15    22    26    32    28    27    28    27    30    29    31\n",
-      "    22    21    24    29    31    30    27    27    28    27    27    29    31\n",
-      "    23    23    26    30    31    29    28    29    28    28    28    29    31\n",
-      "    25    26    29    30    29    27    28    30    28    30    29    29    31\n",
-      "    27    28    29    30    29    28    29    31    28    30    30    29    31\n",
-      "    29    29    29    29    29    29    30    31    28    30    30    29    31\n",
-      "    29    29    29    29    29    30    30    31    29    30    29    30    32\n",
-      "    30    30    30    30    30    30    30    30    31    30    29    31    33\n",
-      "    30    31    31    31    30    30    30    30    32    30    29    32    35\n",
-      "    28    30    31    32    31    30    30    30    29    30    30    32    34\n",
-      "    29    30    31    32    31    30    30    30    30    32    32    34    36\n",
-      "    30    30    31    31    31    31    30    30    31    32    33    34    36\n",
-      "    30    30    30    31    31    31    30    30    31    32    32    33    35\n",
-      "    30    30    30    30    31    31    31    30    31    32    32    33    34\n",
-      "    29    30    30    31    31    31    32    32    33    34    34    34    35\n",
-      "    29    30    31    32    32    32    33    34    35    35    34    34    36\n",
-      "    29    30    32    32    32    32    34    35    35    35    34    34    35\n",
-      "    27    29    31    32    32    31    30    29    30    32    31    31    32\n",
-      "    29    29    30    31    31    30    30    30    30    32    32    32    34\n",
-      "    32    32    32    31    31    31    32    33    32    34    34    34    37\n",
-      "    32    32    31    31    31    31    32    33    33    34    34    35    37\n",
-      "    30    30    30    30    30    30    31    31    32    32    32    33    36\n",
-      "    32    31    31    32    32    33    33    33    33    34    34    37    40\n",
-      "    37    36    36    36    37    38    39    39    39    39    40    44    47\n",
-      "    41    40    39    39    41    42    43    44    44    44    45    49    52\n",
-      "    41    40    39    40    42    44    45    45    46    47    47    47    50\n",
-      "    40    39    39    39    40    43    45    46    47    48    47    48    51\n",
-      "    41    41    40    40    41    43    45    47    45    46    45    46    48\n",
-      "    37    37    36    36    36    38    39    40    36    38    37    37    39\n",
-      "    37    36    35    35    36    36    36    35    36    37    36    36    38\n",
-      "    43    42    41    41    42    41    40    38    41    42    41    41    43\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    65    66    72\n",
-      "    56    57    65\n",
-      "    59    61    69\n",
-      "    59    60    67\n",
-      "    63    63    69\n",
-      "    61    62    68\n",
-      "    62    63    69\n",
-      "    62    62    68\n",
-      "    59    60    69\n",
-      "    61    63    71\n",
-      "    63    66    73\n",
-      "    62    67    71\n",
-      "    61    65    68\n",
-      "    59    64    67\n",
-      "    56    61    66\n",
-      "    52    59    65\n",
-      "    53    56    63\n",
-      "    52    55    61\n",
-      "    52    56    63\n",
-      "    52    57    64\n",
-      "    52    57    64\n",
-      "    52    57    65\n",
-      "    51    57    65\n",
-      "    50    55    63\n",
-      "    49    53    64\n",
-      "    48    51    62\n",
-      "    47    50    60\n",
-      "    48    50    60\n",
-      "    47    49    59\n",
-      "    46    47    56\n",
-      "    45    47    56\n",
-      "    46    48    57\n",
-      "    48    48    54\n",
-      "    46    47    54\n",
-      "    47    48    56\n",
-      "    48    49    57\n",
-      "    48    49    56\n",
-      "    49    49    57\n",
-      "    50    50    57\n",
-      "    49    49    57\n",
-      "    47    50    56\n",
-      "    47    50    56\n",
-      "    47    49    56\n",
-      "    47    49    55\n",
-      "    46    49    55\n",
-      "    45    48    54\n",
-      "    43    45    52\n",
-      "    40    43    50\n",
-      "    41    42    50\n",
-      "    43    44    52\n",
-      "    42    43    52\n",
-      "    40    42    50\n",
-      "    40    42    51\n",
-      "    40    42    50\n",
-      "    39    39    47\n",
-      "    38    37    45\n",
-      "    37    41    45\n",
-      "    36    43    47\n",
-      "    36    35    44\n",
-      "    37    42    42\n",
-      "    32    33    45\n",
-      "    37    36    45\n",
-      "    35    35    38\n",
-      "    31    37    44\n",
-      "    34    35    42\n",
-      "    33    33    40\n",
-      "    33    33    39\n",
-      "    32    33    39\n",
-      "    32    33    40\n",
-      "    31    32    40\n",
-      "    31    32    39\n",
-      "    31    32    39\n",
-      "    29    32    40\n",
-      "    30    33    40\n",
-      "    32    34    40\n",
-      "    33    35    39\n",
-      "    33    35    39\n",
-      "    33    35    40\n",
-      "    33    36    42\n",
-      "    33    36    43\n",
-      "    35    38    44\n",
-      "    36    39    45\n",
-      "    36    38    44\n",
-      "    34    36    42\n",
-      "    34    36    42\n",
-      "    35    37    43\n",
-      "    35    38    44\n",
-      "    35    38    44\n",
-      "    33    37    42\n",
-      "    35    39    44\n",
-      "    38    41    47\n",
-      "    37    39    45\n",
-      "    35    37    43\n",
-      "    39    41    47\n",
-      "    47    49    55\n",
-      "    52    53    59\n",
-      "    53    58    64\n",
-      "    53    57    63\n",
-      "    50    53    58\n",
-      "    40    42    46\n",
-      "    38    39    43\n",
-      "    43    44    48\n",
-      "\n",
-      "\n",
-      "I(:,:,2) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    57    49    48    47    47    48    45    45    46    49    51    50    51\n",
-      "    54    45    43    42    40    40    37    37    39    43    45    45    46\n",
-      "    52    44    42    40    38    38    36    35    36    39    42    43    44\n",
-      "    53    45    43    41    39    39    37    37    36    39    42    44    46\n",
-      "    54    45    43    41    38    38    35    35    35    37    41    43    46\n",
-      "    53    45    43    41    39    39    37    37    36    38    41    44    46\n",
-      "    52    45    44    43    41    41    40    40    38    40    43    45    47\n",
-      "    53    45    45    43    40    40    38    38    39    40    42    44    46\n",
-      "    52    47    44    42    39    39    39    38    38    40    42    46    49\n",
-      "    52    47    45    44    41    40    40    38    39    41    44    47    50\n",
-      "    52    48    46    45    43    41    40    38    39    42    45    48    51\n",
-      "    52    48    46    46    43    42    41    38    39    42    45    49    52\n",
-      "    53    48    46    45    42    41    41    39    39    43    47    51    54\n",
-      "    54    49    46    44    42    41    41    40    40    44    49    54    57\n",
-      "    54    49    46    45    42    42    42    40    41    46    51    56    60\n",
-      "    53    49    47    46    43    42    42    40    41    46    52    58    61\n",
-      "    53    48    46    45    42    41    42    42    42    47    57    59    66\n",
-      "    54    48    45    45    43    42    43    43    43    47    55    58    66\n",
-      "    56    49    45    45    43    43    44    43    44    49    59    65    71\n",
-      "    57    50    45    45    44    44    44    43    45    52    64    72    75\n",
-      "    57    50    46    47    47    46    46    44    46    52    64    73    75\n",
-      "    57    50    47    48    48    49    49    48    47    55    68    79    78\n",
-      "    59    52    48    49    48    49    50    50    50    59    72    83    81\n",
-      "    61    54    49    48    47    48    50    50    53    61    71    80    78\n",
-      "    63    55    51    48    48    49    49    52    55    60    73    84    82\n",
-      "    64    56    51    48    48    50    50    53    54    63    76    84    77\n",
-      "    64    56    51    48    48    51    51    55    55    65    76    86    74\n",
-      "    64    56    51    48    50    53    54    58    58    67    78    90    71\n",
-      "    64    56    52    49    52    56    57    61    61    72    80    85    61\n",
-      "    65    57    53    52    55    59    60    63    61    73    74    67    47\n",
-      "    65    57    54    53    57    60    60    63    61    69    64    55    45\n",
-      "    64    57    54    54    57    60    59    62    61    65    61    58    54\n",
-      "    66    60    56    53    56    59    58    63    63    62    61    77    56\n",
-      "    64    58    55    53    56    59    59    64    60    55    61    72    52\n",
-      "    70    62    58    55    55    58    57    61    61    55    67    70    56\n",
-      "    68    59    56    55    57    61    64    68    59    58    72    66    59\n",
-      "    76    64    59    56    55    60    62    63    57    63    76    69    62\n",
-      "    72    59    55    55    56    63    66    66    56    67    80    78    72\n",
-      "    78    62    58    57    57    62    62    59    54    66    77    77    77\n",
-      "    77    61    58    58    59    64    64    59    58    68    74    70    79\n",
-      "    74    60    57    55    59    59    60    61    59    66    69    64    73\n",
-      "    74    60    57    55    59    60    63    65    62    59    60    52    52\n",
-      "    73    60    57    54    59    61    66    69    69    57    56    45    36\n",
-      "    73    59    56    54    59    63    68    71    74    61    58    46    34\n",
-      "    73    60    57    55    61    65    69    70    75    67    59    43    34\n",
-      "    74    62    59    57    62    66    70    72    79    73    57    39    35\n",
-      "    75    65    63    60    64    67    73    75    82    75    57    37    36\n",
-      "    76    67    66    62    64    68    75    79    81    73    56    38    37\n",
-      "    75    68    65    64    66    71    74    79    78    76    55    39    39\n",
-      "    77    70    67    66    68    73    75    81    82    77    53    44    50\n",
-      "    77    71    68    67    70    75    78    84    83    84    62    51    55\n",
-      "    78    72    70    68    70    75    79    85    86    84    74    73    80\n",
-      "    81    75    72    70    71    75    79    85    87    87    81    79    96\n",
-      "    82    76    74    72    73    78    82    90    90    92    89    87    98\n",
-      "    84    78    76    74    75    80    85    93    93    87    93   104    86\n",
-      "    88    82    79    76    76    80    84    91    88    85    89    82    41\n",
-      "    86    83    77    81    78    78    81    94    83    86    69    42    30\n",
-      "    89    85    78    77    72    77    81    86    82    61    40    30    29\n",
-      "    92    84    78    78    71    74    80    86    70    43    29    32    32\n",
-      "    95    84    79    79    75    77    78    72    44    34    35    42    43\n",
-      "    98    89    84    81    78    76    63    42    34    35    39    48    53\n",
-      "   100    91    90    86    76    57    43    30    40    40    42    51    58\n",
-      "   100    92    88    75    58    37    35    39    41    41    46    55    59\n",
-      "   100    97    80    48    36    35    41    40    46    45    52    57    56\n",
-      "   103    74    52    35    35    35    42    46    56    61    58    55    65\n",
-      "    80    50    35    32    40    40    42    46    56    60    66    69    74\n",
-      "    51    40    38    34    36    40    46    51    58    55    61    63    64\n",
-      "    45    41    41    36    36    43    49    51    55    53    65    70    69\n",
-      "    48    39    39    40    38    40    44    52    51    56    73    81    79\n",
-      "    46    40    39    41    37    40    41    46    50    60    72    76    75\n",
-      "    47    40    35    38    40    48    43    39    50    66    73    77    74\n",
-      "    44    36    37    45    41    42    41    49    57    74    74    77    73\n",
-      "    41    37    38    40    42    41    38    43    60    66    65    68    77\n",
-      "    41    36    36    38    41    38    35    41    56    64    64    64    67\n",
-      "    42    35    34    36    39    37    36    44    59    66    69    67    71\n",
-      "    44    36    34    35    37    36    38    50    68    73    75    72    77\n",
-      "    43    36    34    34    35    34    37    49    65    73    75    73    77\n",
-      "    40    36    35    34    33    31    32    42    55    69    72    71    73\n",
-      "    40    36    35    33    33    32    30    36    52    67    64    65    67\n",
-      "    41    38    36    33    34    34    32    35    50    64    56    61    70\n",
-      "    41    37    36    34    35    37    34    33    51    64    57    60    71\n",
-      "    43    38    36    34    35    38    37    39    40    44    42    49    58\n",
-      "    42    35    34    33    36    39    41    48    46    43    44    50    65\n",
-      "    41    34    32    34    36    39    43    52    45    45    55    55    61\n",
-      "    43    35    34    34    35    36    39    48    60    46    53    60    69\n",
-      "    42    35    34    34    35    36    38    46    61    56    63    61    61\n",
-      "    41    35    34    34    35    38    39    45    47    46    49    48    60\n",
-      "    43    37    35    34    35    38    39    44    47    44    45    47    57\n",
-      "    44    35    33    33    34    38    39    43    46    41    48    56    55\n",
-      "    43    34    32    32    32    35    36    39    42    46    46    48    52\n",
-      "    42    33    31    31    31    33    33    35    39    40    44    46    45\n",
-      "    42    33    32    31    31    32    32    34    37    36    43    47    43\n",
-      "    42    34    32    31    31    32    31    33    36    41    40    43    47\n",
-      "    42    33    31    31    30    31    31    33    33    35    38    44    47\n",
-      "    42    33    31    30    29    31    30    32    32    30    36    44    43\n",
-      "    42    33    31    30    29    30    30    32    31    38    36    36    42\n",
-      "    40    34    29    29    30    30    30    31    33    34    35    36    38\n",
-      "    39    34    29    28    29    29    29    30    30    31    33    36    38\n",
-      "    42    36    31    30    31    31    31    33    34    34    35    36    38\n",
-      "    41    36    31    29    30    31    32    33    41    39    38    37    38\n",
-      "    44    40    36    34    34    35    37    39    43    41    40    40    42\n",
-      "    49    46    43    41    41    42    45    46    45    44    45    47    47\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    53    55    54    54    56    57    59    62    63    65    70    70    69\n",
-      "    48    49    49    52    53    53    53    55    55    57    61    59    60\n",
-      "    47    49    49    51    52    51    51    53    54    56    61    58    60\n",
-      "    49    51    52    52    54    53    52    55    57    59    63    60    61\n",
-      "    49    51    52    54    55    54    53    54    56    58    61    62    62\n",
-      "    49    51    53    54    57    56    55    56    57    59    61    64    64\n",
-      "    50    53    55    55    59    59    58    61    63    64    66    65    65\n",
-      "    49    52    54    56    60    61    61    63    65    65    67    69    70\n",
-      "    49    50    54    56    56    63    64    65    66    71    67    74    76\n",
-      "    49    50    55    56    60    67    64    65    68    74    70    75    69\n",
-      "    50    51    55    60    61    66    64    67    71    77    75    81    73\n",
-      "    51    51    56    59    60    68    71    74    74    79    81    79    74\n",
-      "    53    54    58    65    67    71    71    77    79    85    88    84    83\n",
-      "    56    57    62    71    72    74    75    88    90    85    76    76    99\n",
-      "    60    61    65    69    73    80    85    93    84    73    65    84    92\n",
-      "    61    63    67    77    79    83    81    72    55    63    85    94    84\n",
-      "    64    67    69    81    79    81    63    54    62    84    95    75    46\n",
-      "    67    73    76    79    82    74    55    63    85    90    81    56    55\n",
-      "    72    76    79    81    67    51    52    73    93    94    98   108   102\n",
-      "    76    80    83    83    64    48    62    85   111   124   143   147   150\n",
-      "    80    85    86    65    48    50    80   108   136   151   165   167   148\n",
-      "    84    82    76    48    44    66   105   133   151   148   141   132   130\n",
-      "    84    73    55    41    62    94   113   128   131   113    92    99    96\n",
-      "    81    65    43    50    74   110   126   127   104    89    93    97    95\n",
-      "    78    47    47    55    99   123   125   101    89   112   118   114   102\n",
-      "    67    40    46    79   113   126   101   104   124   133   118    93    76\n",
-      "    54    42    67   102   105    91   103   117   101    90    70    74    83\n",
-      "    45    53    95    95    92    85    89    77    71    61    70    84    81\n",
-      "    43    69   106    97    65    58    81    78    76    71    88    93    83\n",
-      "    55    93   102    67    54    63    83    81    69    76    78    81    86\n",
-      "    74   110    81    57    50    76    66    60    64    70    85    88    77\n",
-      "    86   110    52    54    64    70    55    51    69    80    84    80    67\n",
-      "    81    76    48    59    59    53    42    57    66    70    69    69    66\n",
-      "    60    50    48    56    49    46    47    57    53    50    50    54    54\n",
-      "    50    35    55    53    45    44    46    48    46    61    79    61    50\n",
-      "    46    34    51    45    47    50    48    39    37    57    75    68    55\n",
-      "    42    37    40    43    49    50    48    37    31    37    39    49    52\n",
-      "    42    40    39    50    56    49    45    35    31    35    35    34    42\n",
-      "    45    39    40    57    70    59    48    35    32    37    39    36    36\n",
-      "    50    37    40    65    84    68    49    35    36    41    39    37    35\n",
-      "    45    41    42    70    89    87    66    31    36    39    39    31    32\n",
-      "    36    40    42    71   103   115    74    34    42    44    37    35    34\n",
-      "    35    43    44    70   128   145    83    33    45    58    38    34    36\n",
-      "    40    44    44    75   148   149    88    37    50    76    43    31    36\n",
-      "    43    44    42    71   150   148   100    36    43    75    63    35    37\n",
-      "    47    49    45    70   144   148   107    34    33    52    68    46    43\n",
-      "    51    59    49    72   141   137   100    37    36    38    47    51    59\n",
-      "    52    66    49    59   146   139    98    36    33    40    38    49    73\n",
-      "    58    71    54    56   124   142    92    36    34    35    43    52    72\n",
-      "    57    71    50    54    85   147    92    39    33    37    46    52    72\n",
-      "    65    71    56    58    49   120   110    44    31    37    43    52    74\n",
-      "    85    65    69    51    40    75   127    82    42    35    37    46    67\n",
-      "    92    61    62    41    39    44    90    99    49    35    39    35    49\n",
-      "    67    49    43    43    33    36    43    59    46    33    35    33    35\n",
-      "    38    30    34    40    31    38    36    30    40    32    28    35    33\n",
-      "    33    30    28    29    33    29    31    31    28    31    32    33    34\n",
-      "    30    30    31    29    34    30    32    29    31    32    30    33    34\n",
-      "    31    32    32    34    42    40    38    29    29    31    32    32    33\n",
-      "    33    42    49    56    64    64    62    48    39    32    28    31    32\n",
-      "    45    59    74    71    70    66    73    66    53    40    33    32    32\n",
-      "    52    58    73    70    66    67    86    85    67    45    33    34    33\n",
-      "    53    53    66    77    68    59    68    68    59    47    39    35    33\n",
-      "    59    65    76    77    77    68    68    69    71    62    48    34    32\n",
-      "    63    74    77    77    87    79    71    72    82    71    47    34    31\n",
-      "    66    76    77    81    78    84    83    72    59    63    52    32    33\n",
-      "    69    71    71    81    83    84    84    82    61    49    43    35    30\n",
-      "    62    65    70    72    77    82    86    95    80    55    43    36    30\n",
-      "    69    69    73    73    72    78    80    87    89    67    45    34    32\n",
-      "    83    79    77    80    76    76    72    76    86    77    66    40    32\n",
-      "    81    81    80    79    81    76    75    80    83    80    89    59    39\n",
-      "    79    81    83    80    81    75    80    81    80    79    86    76    55\n",
-      "    77    85    92    84    77    72    83    78    85    91    83    83    69\n",
-      "    80    85    87    81    77    75    81    82    78    85    93    85    93\n",
-      "    68    70    75    75    83    85    87    85    82    85    82    99    93\n",
-      "    75    77    83    84    87    80    85    92    93    96    85    94    99\n",
-      "    84    85    91    86    92    83    83    87    91   101    94    88    92\n",
-      "    83    86    93    93   101    96    93    93    96   100    91    88    87\n",
-      "    76    85    91   103   101   100   106   109   104   100    95    92    93\n",
-      "    69    82    85    98    95   101   105   105   102    98   103    99    97\n",
-      "    75    92    93    96    99   103    94    99   112   103    92    95   103\n",
-      "    74    76    82    88    87    98    89    90   105   104   102    90    98\n",
-      "    52    59    72    81    74    75    81    86    86    84    82    76    88\n",
-      "    64    72    76    90    90    86   102   106    96   102   107    85    80\n",
-      "    57    70    77    72    92    89    92    97   106   116   113   116   106\n",
-      "    62    69    75    73    73    71    88    99   104   102   109   107   108\n",
-      "    56    61    68    72    75    78    85    93   108    97    92    92    94\n",
-      "    72    74    73    71    76    81    91    90   101    96    97   101    91\n",
-      "    68    68    73    66    73    78    88    85   100   104   105   101   103\n",
-      "    66    73    74    66    64    76    79    85    91    99   105   102   105\n",
-      "    62    62    69    69    67    72    78    79    83    89    97   108   109\n",
-      "    58    63    65    72    70    64    70    75    90    94    91    96    97\n",
-      "    54    60    60    70    74    71    77    77    83    90    89   102   104\n",
-      "    50    46    57    66    68    73    84    87    80    85    84    93    99\n",
-      "    49    47    57    64    68    75    78    86    88    90    80    98   101\n",
-      "    50    51    55    58    73    85    78    73    80    86    83    97    96\n",
-      "    47    42    50    50    60    77    83    73    75    76    88   109   103\n",
-      "    40    42    44    48    57    71    80    74    75    86    88    96    99\n",
-      "    40    42    42    53    57    60    71    82    84    81    76    90    95\n",
-      "    39    40    40    47    56    53    61    78    80    77    79    82    85\n",
-      "    39    40    42    38    50    50    52    62    65    72    85    86    84\n",
-      "    43    45    47    48    53    52    54    59    65    76    84    83    84\n",
-      "    48    50    52    58    58    58    63    68    74    83    84    75    81\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    64    65    63    60    65    68    71    72    73    74    78    78    83\n",
-      "    57    60    57    56    60    63    65    69    73    71    70    68    77\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    56    60    55    56    59    63    60    62    67    71    77    79    82\n",
-      "    55    58    54    57    60    64    67    67    71    70    72    73    77\n",
-      "    56    59    57    61    64    67    70    70    76    78    85    88    90\n",
-      "    61    62    63    64    69    69    75    71    77    81    95   106   108\n",
-      "    66    63    67    64    73    74    79    80    91    94   108   128   147\n",
-      "    73    67    74    71    84    86    89    91   106   113   128   147   162\n",
-      "    79    72    73    73    77    72    82    92   101   116   125   127   139\n",
-      "    73    70    70    69    80    91   101   107   111   118   123   126   132\n",
-      "    75    75    84    94   104   115   115   113   114   118   127   134   135\n",
-      "    82    92   107   114   107   107   111   106   112   121   133   137   130\n",
-      "    96   115   120   102    75    69    72    87   110   121   126   126   119\n",
-      "   114   109    80    50    41    53    61    74    89   100   112   118   108\n",
-      "    74    57    42    38    44    52    58    73    83    87    89    92   101\n",
-      "    46    35    37    50    73    89   103    96    84    83    81    71    74\n",
-      "    41    48    59    71    84   107   117   113   104   101    80    61    66\n",
-      "    70    76    76    81    90   110   129   133   148    96    65    54    65\n",
-      "   108   102    85    74    82   109   118   147   138    92    71    56    60\n",
-      "   136    97    77    83    89    91   113   163   124    81    60    51    63\n",
-      "   130   118   106    89    80    87   128   127   100    72    60    51    62\n",
-      "   127   118    95    72    76   101   115   116   100    72    55    51    52\n",
-      "    87    78    75    72    84   102   111   114    89    76    69    56    57\n",
-      "    85    77    74    71    82   102   111   115   117    82    70    49    63\n",
-      "    87    75    77    73    94   118   118   133   111    97    78    62    74\n",
-      "    81    77    71    80   110   112   143   139   119    89    70    66    62\n",
-      "    82    68    76    81   103   127   136   124   125   101    76    76    68\n",
-      "    74    67    69    78    93   113   122   133   133   110    90    76    70\n",
-      "    78    79    68    81    86    95   111   130   146   125    95    78    87\n",
-      "    74    68    64    70    63    81   102   135   150   120   100    82    74\n",
-      "    67    60    59    63    59    73    97   119   124   100    81    83    78\n",
-      "    64    56    55    47    52    77    96   118   100    82    71    78    69\n",
-      "    57    51    51    47    54    72    85   101    79    73    81    81    70\n",
-      "    50    46    46    49    55    60    74    73    69    82    87    84    73\n",
-      "    47    51    51    53    56    57    68    65    68    82    90    83    74\n",
-      "    49    55    58    55    54    57    70    70    76    85    97    88    73\n",
-      "    49    47    51    52    52    58    76    71    84    93    97    86    75\n",
-      "    42    41    43    44    54    73    76    70    79    91   103    94    81\n",
-      "    37    40    40    38    51    72    62    59    65    82   105   106    94\n",
-      "    37    38    36    38    43    46    45    47    66    75    74    92   111\n",
-      "    35    37    37    36    41    37    38    43    48    57    73    85   110\n",
-      "    34    37    40    37    36    37    36    39    41    45    56    73   109\n",
-      "    36    37    39    38    34    39    40    39    39    40    47    65   104\n",
-      "    41    39    35    38    37    40    44    39    41    43    48    64    94\n",
-      "    40    43    35    38    38    39    42    37    39    42    46    59    82\n",
-      "    37    45    39    38    38    37    43    39    40    39    42    54    72\n",
-      "    41    44    40    39    38    38    45    42    41    39    44    54    67\n",
-      "    48    40    39    40    40    40    42    40    38    39    49    59    65\n",
-      "    48    40    42    39    40    42    44    43    39    41    49    57    75\n",
-      "    53    38    39    40    42    42    46    44    41    42    52    61    81\n",
-      "    64    40    38    39    42    42    47    44    43    42    57    69    92\n",
-      "    69    44    38    37    41    43    44    40    42    43    62    80   108\n",
-      "    56    40    38    37    40    44    42    38    42    45    67    92   123\n",
-      "    38    34    36    38    39    42    41    38    41    48    68    99   129\n",
-      "    31    34    34    36    38    39    40    37    39    48    64    98   122\n",
-      "    31    37    32    34    37    39    38    36    37    46    58    92   112\n",
-      "    34    34    33    34    36    38    38    35    37    47    58    82    94\n",
-      "    33    33    33    34    35    36    37    36    41    51    57    69    75\n",
-      "    32    32    32    32    34    35    34    35    42    55    65    67    64\n",
-      "    32    33    32    32    33    34    34    34    38    54    74    75    65\n",
-      "    33    34    33    32    32    33    35    34    36    47    73    76    66\n",
-      "    33    34    33    32    32    34    33    34    36    41    64    70    69\n",
-      "    32    33    33    32    32    34    32    33    36    36    52    59    66\n",
-      "    30    32    32    31    32    34    34    32    34    31    42    45    57\n",
-      "    33    31    30    33    34    30    31    34    31    34    37    41    51\n",
-      "    27    28    28    30    30    28    30    33    31    32    32    35    42\n",
-      "    28    28    27    28    29    28    27    30    30    30    30    31    36\n",
-      "    31    30    27    28    30    28    26    29    29    29    29    30    33\n",
-      "    29    30    29    27    27    28    28    28    28    28    29    31    30\n",
-      "    27    30    31    27    26    28    28    27    28    28    30    33    31\n",
-      "    37    33    31    29    28    28    28    26    28    27    30    34    31\n",
-      "    50    35    28    30    31    27    28    25    28    26    27    31    27\n",
-      "    71    43    32    35    38    27    26    27    28    27    28    29    28\n",
-      "    80    65    46    41    47    36    29    28    27    28    29    30    29\n",
-      "    96    86    64    53    53    40    34    30    27    27    28    28    28\n",
-      "    91    98    90    63    48    44    38    34    29    26    26    27    28\n",
-      "    81    92   101    87    67    47    39    37    32    27    26    28    29\n",
-      "    88    87    93   105    99    63    42    39    33    29    28    28    27\n",
-      "    93    94    92    98   101    82    54    44    34    32    31    28    26\n",
-      "    96    91    92    91    89    79    69    51    37    35    34    29    28\n",
-      "    99   102    95    90    79    76    80    67    42    39    38    54    74\n",
-      "    96    91    83    90    91    83    79    71    52    32    44    61   106\n",
-      "    74    72    82    88    87    83    78    76   104    53    41    46    80\n",
-      "    86    66    72    78    80    75    78    77   138   118    45    37    50\n",
-      "   115    98    72    62    75    74    75    73   102   156    69    38    47\n",
-      "    90    96   110    92    68    67    75    74    71   132   121    58    46\n",
-      "    93    98    94   100    94    70    70    64    64    80   140    98    58\n",
-      "    95    95    95    96    88    89    84    67    65    62   123   143    96\n",
-      "    96    98    93    95    85    86    90    82    63    54    95   147   132\n",
-      "   105   102   102    99    92    92    88    84    75    53    85   132   141\n",
-      "   100    96   101    93    93    91    81    79    79    64    84   121   141\n",
-      "   111   105   104    92    92    92    83    73    66    66    77   114   135\n",
-      "   108   110   104    96    97   100    88    73    62    61    66    98   121\n",
-      "   107   112   102    96    95    98    93    84    75    58    54    70    98\n",
-      "   100   108   103   101   100   102   103    96    85    65    49    51    78\n",
-      "   104   111   110   107   107   105   101    98    89    86    63    55    67\n",
-      "   104   106   106   114   115   108   107   106   103    98    89    75    59\n",
-      "   101   101    98   103   107   104   106   106    96    98   100    89    68\n",
-      "    89    89    89    96   106   110   105   108    92    96   101    95    76\n",
-      "    85    83    87    91   100   102    99   104    93    92    93    93    86\n",
-      "    87    86    91    91    94    93   110   110   105    94    88    88    80\n",
-      "    88    85    91    90    95    96   104    99   101    94    95    99    85\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    76    80    79    78    76    71    61    59    64    66    63    68    67\n",
-      "    75    76    79    77    73    69    63    56    54    54    62    61    58\n",
-      "    75    74    76    77    77    72    62    55    56    63    64    62    63\n",
-      "    73    80    81    81    81    79    69    61    60    65    65    68    68\n",
-      "    86    82    91    93    90    95    99    91    78    80    82    79    76\n",
-      "   104   112   126   135   136   140   142   138   131   120   115   110   106\n",
-      "   159   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   170   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   196   202   203   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   194   195   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   198   201   208   211   214\n",
-      "   132   149   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   136   160   168   165   178   193   198   201   199   202   202   212\n",
-      "    97   111   126   153   162   166   187   198   187   191   198   196   196\n",
-      "   107   115   126   124   134   164   167   160   185   189   183   184   188\n",
-      "    78    97   109   125   119   115   133   150   159   163   173   175   173\n",
-      "    66    85   109   119   130   130   131   140   150   154   160   172   172\n",
-      "    77    87   106   116   133   140   143   149   155   158   164   173   172\n",
-      "    74    89   108   117   131   136   143   157   170   170   175   181   179\n",
-      "    68    92   109   115   127   138   150   164   173   183   188   193   191\n",
-      "    72    87   110   119   132   143   157   168   173   181   189   196   201\n",
-      "    65    88   113   121   128   135   149   166   177   184   194   203   208\n",
-      "    78    96   111   112   123   133   147   162   171   190   203   210   213\n",
-      "    76    86   106   117   135   143   148   157   167   176   193   204   210\n",
-      "    72    94   115   123   139   142   141   153   166   184   196   203   211\n",
-      "    77    90   111   120   131   158   153   161   172   177   190   199   203\n",
-      "    77    88   102   116   141   143   161   169   158   176   189   204   209\n",
-      "    76    85   107   117   124   138   141   154   168   168   178   191   201\n",
-      "    76    84   103   123   122   121   141   170   173   187   197   199   202\n",
-      "    68    78   113   117   121   133   145   132   130   138   139   145   170\n",
-      "    67    83   105   112   119   146   110    71    74    76    62    76   124\n",
-      "    58    77    93   115   127   116   100    78    67    64    57    78   112\n",
-      "    62    68    89    95   118   125   126   119   100   100   100    83    87\n",
-      "    49    56    77    82   111   130   133    96    72    61    72    70    86\n",
-      "    56    54    66    84   107   119    90    81   102   108    84    55    85\n",
-      "    56    75    67    76    99   114    86    85    99   101   104    82    95\n",
-      "    64    84    85   101   106    67    54    44    57    73    73    74    76\n",
-      "    87   105    96   107    90    50    64    43    47    71   166    99    81\n",
-      "   111   119   109   100    80    83   118   105    96   152   191   156   119\n",
-      "   141   127   136   108   103    86    95   110   147   159   153   149   156\n",
-      "   118   113   103   103   124   114    89    92    87    93   104   118   137\n",
-      "   128   125   130   111   133   129   121   120   125   118   104   109   135\n",
-      "   131   129   163   123   127   129   125   117   112   111   128   168   168\n",
-      "   121   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   113   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   113   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   115   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   113   148   146   163   164   165   169   168   181   187   176   168   140\n",
-      "   106   125   146   163   163   169   168   172   179   186   181   159   110\n",
-      "   107   111   134   149   158   150   166   180   182   183   143   101    67\n",
-      "   110   106   105   124   147   155   166   183   175   148   127    83    50\n",
-      "   116   101    96   115   132   154   165   163   140   131   140    79    43\n",
-      "   121    86    89   108   133   149   162   147   147   170   152    83    49\n",
-      "   116    92    86   108   136   147   146   142   160   166   177   145    99\n",
-      "   101    83    79   103   120   132   142   159   149   163   168   164   158\n",
-      "    85    87    81    96   125   119   139   161   131   159   166   149   170\n",
-      "    79    86    94   107    99   106   133   139   120   140   165   146   171\n",
-      "    63    73    99   115    92    98    99   133   113   107   146   139   153\n",
-      "    53    70    96   106    71    77    72   117   108    85   110   105   116\n",
-      "    49    55    88   107    63    39    36    68    89    58    59    58    70\n",
-      "    47    49    74    90    55    33    40    36    46    47    37    38    41\n",
-      "    54    41    72    90    57    39    43    41    41    50    48    51    38\n",
-      "    58    43    72    97    68    54    50    54    55    55    65    73    56\n",
-      "    50    42    63   101    88    81    73    68    71    85    83    86    77\n",
-      "    52    36    61   102    95    93    91    93   101   108   110   104   101\n",
-      "    44    34    52    90    92   100   105   111   120   138   148   147   145\n",
-      "    38    33    40    68    77    95   108   119   131   149   166   178   189\n",
-      "    33    33    31    47    55    74    89   105   122   149   165   178   188\n",
-      "    29    32    27    34    39    51    63    80    98   119   140   154   162\n",
-      "    30    31    28    32    32    36    43    53    66    88   104   113   119\n",
-      "    31    30    30    32    31    30    33    36    42    47    62    77    90\n",
-      "    28    28    30    31    30    29    32    32    32    33    40    41    42\n",
-      "    26    27    30    29    25    31    32    30    32    28    31    39    56\n",
-      "    28    28    27    27    34    25    31    27    26    33    71   149   147\n",
-      "    29    31    25    26    29    32    30    40    64   110   161   182   145\n",
-      "    29    27    27    31    25    30    56   106   159   162   164   171   156\n",
-      "    27    29    27    25    28    27    93   128   143   138   143   154   148\n",
-      "    25    27    28    26    29    42   102   122   129   142   122   145   144\n",
-      "    27    26    24    27    33    79   105   104   116   130   133   123   129\n",
-      "    32    30    29    33    45    84   105   101   118   132   113   116   126\n",
-      "    82    73    50    46    62    90   123   119   114   131   123   113   110\n",
-      "   110   120   115   112   107   106   120   123   130   140   125   110   105\n",
-      "    91   115   127   129   128   125   125   118   117   132   126   117   105\n",
-      "    64    93   115   123   131   133   128   120   119   129   127   123   111\n",
-      "    50    77   101   111   128   138   132   124   123   125   128   126   116\n",
-      "    50    62    81    93   120   141   139   124   116   122   129   124   117\n",
-      "    52    60    78    91   112   130   134   126   122   124   128   119   117\n",
-      "    59    51    66    79    97   114   126   120   117   111   126   121   121\n",
-      "    82    63    67    73    90   100   119   128   119   114   127   117   119\n",
-      "   109    70    59    66    86    99   116   120   117   112   119   116   117\n",
-      "   128    88    61    58    74    88   109   113   115   111   112   116   114\n",
-      "   139   116    84    64    70    82   103   111   111   104   106   109   105\n",
-      "   135   128   100    65    64    69    82    96    95    98   105   105    99\n",
-      "   121   131   111    70    62    60    65    85    92    93   104   104    95\n",
-      "   115   121   116    81    61    52    55    70    83    84    93    99    83\n",
-      "   112   116   126   102    72    57    58    61    70    80    84    96    75\n",
-      "   111   113   114   111    87    66    57    64    64    77    79    85    71\n",
-      "    91    97   103   110    96    72    54    59    64    77    79    84    69\n",
-      "    75    81    89   103   101    82    60    60    68    75    76    80    65\n",
-      "    83    75    76    86    92    84    66    61    65    70    70    75    61\n",
-      "    81    80    77    77    84    83    73    63    62    68    67    72    61\n",
-      "    86    84    82    78    83    84    79    68    65    70    67    71    62\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    61    63    65    64    65    68    71    68    71    69    72    74    77\n",
-      "    57    57    55    65    61    61    63    62    68    64    63    63    66\n",
-      "    59    60    59    61    60    60    63    63    68    64    65    67    71\n",
-      "    64    60    64    64    66    64    64    61    65    61    62    65    68\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    85    72    70    69    66    65    63    61    67    66    67    67    70\n",
-      "   102    84    83    76    74    72    69    65    66    61    63    65    67\n",
-      "   142   130   142   137    97    83    71    67    70    65    68    73    72\n",
-      "   197   201   207   205   168   130    95    84    88    78    70    68    70\n",
-      "   210   220   226   229   205   197   149    84    82    77    68    78    75\n",
-      "   219   219   214   223   225   223   204   164   127    80    70    75    75\n",
-      "   212   220   222   221   234   235   230   230   211   150   116    94    88\n",
-      "   211   208   214   222   228   230   235   237   233   225   210   158   113\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   233   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   225\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   169   193   205   211   210   210   204   199   195   199   210   220   233\n",
-      "   142   163   192   210   210   213   208   209   208   205   195   202   217\n",
-      "   115   139   172   190   196   213   206   208   202   196   184   166   183\n",
-      "    91   107   142   166   187   194   194   198   180   174   150   105   133\n",
-      "    99    72   108   139   170   187   186   185   168   142    96    62    71\n",
-      "   125    77    74   122   171   179   173   162   129    99    68    53    56\n",
-      "   113   107    76   101   168   191   170   128    88    57    40    42    40\n",
-      "    81    98   116   122   163   195   145    81    77    72    74    86    77\n",
-      "   135   106   138   129   185   198   149    90    82    69    73    58    96\n",
-      "   152   105   125   129   176   212   184   130   105    57    64    73    78\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   104\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   182\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   143   131   124   122   142   166   200   215   136   133   163   191   211\n",
-      "   115   119   113   117   133   162   188   234   160   110   128   197   218\n",
-      "   115   120   109   117   133   156   189   220   205   124   114   132   201\n",
-      "   129   111    84    99   125   166   178   209   237   187   153   160   183\n",
-      "    93    63    53    70   120   166   186   210   238   233   204   168   174\n",
-      "    89    94    67    61   119   171   193   205   227   243   213   186   171\n",
-      "   102   129    95    67   111   170   196   204   215   235   239   182   161\n",
-      "    87   133   118    64    94   150   169   186   187   219   227   215   176\n",
-      "    57    75    76    65    63    99   123   143   144   175   218   223   195\n",
-      "    46    43    44    43    44    62    79    93   105   155   186   221   203\n",
-      "    89    63    39    41    48    43    51    90   141   113   149   203   198\n",
-      "   147   109    79    55    50    64   138   200   200   128   124   186   193\n",
-      "   162   132   122    97   111   137   184   203   218   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   105   141   139   108   147   177   177   163   193   199   202   207   176\n",
-      "    66    84    82    83   119   153   144   145   164   178   198   197   184\n",
-      "    44    43    40    57    73   106   113   120   138   152   182   180   167\n",
-      "    43    39    34    38    47    73    78    91   112   147   156   158   147\n",
-      "    48    45    50    46    46    63    81    45    72    93   138   145   140\n",
-      "    62    56    64    57    69    83    62    47    48   106   144   143   137\n",
-      "   100    96    94    91    85    88    65    44    75   149   148   143   137\n",
-      "   148   149   140   124   109   105    82    62   134   153   154   142   138\n",
-      "   196   193   185   175   151   131    84   125   158   161   138   145   138\n",
-      "   190   184   179   174   144   122   124   157   157   148   142   137   136\n",
-      "   168   168   162   151   138   101   126   135   143   146   143   138   136\n",
-      "   120   117   116   113    90    95   144    97   122   136   138   133   137\n",
-      "    87    71    66    67    63    74   115    83    87   114   123   139   136\n",
-      "    42    39    40    40    41    54    94    91    52    90   109   127   135\n",
-      "    88   108    81    48    40    40    67    82    41    59    91   109   130\n",
-      "   127   145   113    51    40    37    47    73    47    38    71    83   101\n",
-      "    91    96   111    58    37    33    33    58    52    28    57    71    69\n",
-      "    85    67    89    68    34    28    32    40    46    33    49    75    54\n",
-      "    95    57    70    57    32    27    30    29    37    34    38    67    52\n",
-      "   108    44    39    42    32    28    24    29    36    30    32    49    49\n",
-      "   128    58    36    32    32    28    24    29    34    29    33    36    43\n",
-      "   121    82    34    28    30    25    29    25    27    29    34    31    38\n",
-      "   114    96    41    28    28    28    26    26    28    30    29    28    29\n",
-      "   110   100    52    29    28    28    27    27    29    31    30    29    26\n",
-      "    98    91    59    33    28    28    28    28    29    31    31    30    28\n",
-      "    99    95    69    30    28    29    28    28    30    31    30    29    29\n",
-      "   103    97    77    31    29    30    30    30    30    31    30    29    27\n",
-      "   106    96    82    36    30    31    31    31    32    32    31    29    29\n",
-      "   116   102    87    39    30    31    32    32    32    32    31    29    30\n",
-      "   117    95    83    44    29    31    32    32    32    32    31    29    27\n",
-      "   114    99    82    49    29    31    32    32    32    31    30    28    27\n",
-      "   111    95    73    47    31    31    30    30    31    31    31    30    28\n",
-      "   108    92    69    51    32    30    29    30    31    31    31    30    29\n",
-      "   101    86    67    51    32    30    29    30    32    31    30    29    29\n",
-      "    96    81    70    50    33    31    29    31    32    31    29    28    30\n",
-      "    91    76    68    47    35    32    30    30    31    30    30    30    30\n",
-      "    77    64    56    41    34    32    30    31    31    30    30    31    31\n",
-      "    68    58    49    42    32    31    31    33    33    30    30    31    31\n",
-      "    56    47    44    39    33    30    30    32    33    31    30    31    35\n",
-      "    53    44    42    38    34    31    30    32    32    31    31    32    33\n",
-      "    49    41    41    38    36    34    32    33    34    33    33    35    33\n",
-      "    48    42    42    39    35    33    32    32    33    33    33    34    34\n",
-      "    51    45    45    41    38    37    36    37    38    38    37    37    40\n",
-      "    53    48    47    42    44    44    44    45    46    45    44    43    49\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    77    73    74    72    74    70    69    70    70    66    61    63    65\n",
-      "    67    65    68    68    72    70    69    66    66    61    55    54    56\n",
-      "    72    70    72    70    73    69    68    66    65    60    52    50    52\n",
-      "    70    69    73    73    77    74    72    68    66    61    54    50    53\n",
-      "    73    71    74    72    75    71    67    70    66    61    54    50    53\n",
-      "    70    71    75    77    82    78    74    72    67    62    56    50    54\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    75    75    77    77    81    75    69    74    68    64    58    51    54\n",
-      "    74    75    79    80    85    79    74    72    67    64    57    49    53\n",
-      "    78    79    80    82    80    85    79    72    69    63    56    52    56\n",
-      "    80    77    82    72    86    85    79    74    72    68    59    54    57\n",
-      "    74    79    83    85    82    83    76    74    74    71    63    57    60\n",
-      "    91    85    86    85    87    83    84    77    77    74    67    60    62\n",
-      "   144   105    97   105    94    83    87    84    82    78    71    63    64\n",
-      "   222   192   128   104    89    95    86    86    83    79    71    64    63\n",
-      "   239   226   186   120    97    94    91    87    83    78    71    63    63\n",
-      "   226   236   227   154   103    95    94    90    86    81    73    64    63\n",
-      "   232   225   220   182   118    98    94    89    87    80    73    65    64\n",
-      "   232   233   216   177   114   102    97    93    91    84    75    66    64\n",
-      "   228   231   220   167   129   102    94    95    94    86    77    67    64\n",
-      "   224   236   229   190   144   111    99    93    93    87    78    67    64\n",
-      "   224   228   235   213   163   118   102    92    94    88    79    68    64\n",
-      "   238   225   239   233   210   155   103    97    98    92    82    70    66\n",
-      "   240   232   226   238   232   201   111   104   105    97    85    73    68\n",
-      "   245   236   232   226   234   226   140   109   108    99    87    74    70\n",
-      "   230   240   226   228   232   235   161   106   102   101    91    78    69\n",
-      "   237   233   226   225   212   216   156   112   102    98    89    78    71\n",
-      "   228   233   227   231   210   183   144   138   109    97    91    79    68\n",
-      "   210   223   233   237   221   183   145   128   101    96    92    79    68\n",
-      "   237   227   232   245   233   199   151   115    96    99    95    81    73\n",
-      "   235   242   234   241   237   218   192   152   111    96    89    81    72\n",
-      "   219   223   229   241   246   231   200   188   132    99    85    79    68\n",
-      "   244   228   220   246   245   241   224   194   155   126    96    79    71\n",
-      "   224   235   225   239   243   245   232   208   153   127   106    84    71\n",
-      "   182   221   228   238   250   241   231   215   173   123    95    80    69\n",
-      "   119   180   224   236   245   241   242   228   188   125    96    75    71\n",
-      "    78   123   198   231   239   248   244   233   207   137   100    79    70\n",
-      "    51    97   184   227   230   242   240   237   212   169   130    86    76\n",
-      "    54    80   165   222   233   235   240   235   232   205   158   116    91\n",
-      "    93   119   190   227   230   224   232   235   235   224   185   138    89\n",
-      "   124   154   211   228   230   225   215   223   230   221   195   160    90\n",
-      "    70   156   217   224   226   218   207   210   226   221   196   147   106\n",
-      "   107   182   220   218   217   213   202   204   203   207   181   158    98\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   133    93\n",
-      "   165   205   205   203   195   182   185   168   171   145   125   121    98\n",
-      "   213   215   204   178   170   171   159   161   138   108    95   117    91\n",
-      "   215   216   201   167   145   127   140   156   113    91    85    88    72\n",
-      "   220   209   183   165   146   132   132   134   119    92    79    72    65\n",
-      "   202   207   167   144   133   127   122   112   107    91    82    71    62\n",
-      "   192   180   144   130   114   123   118   107    96    91    83    71    60\n",
-      "   183   155   130   116   108   120   114   101    90    84    79    67    62\n",
-      "   183   130   121   114   116   117   102   102    91    84    79    64    60\n",
-      "   180   118   117   117   123   111    91    89    78    78    75    63    57\n",
-      "   173   127   124   121   124   109    98    89    76    79    75    62    51\n",
-      "   157   129   120   114   112    98    94    84    73    76    75    63    58\n",
-      "   148   130   120   112   109    97    88    82    76    73    73    56    61\n",
-      "   137   126   120   108   106    98    85    75    74    68    73    55    71\n",
-      "   136   131   118   109   105    99    88    80    70    70    66    69    95\n",
-      "   127   125   117   111   105    98    87    78    75    69    57    84   114\n",
-      "   126   122   115   110   102    98    90    83    83    68    56    98   129\n",
-      "   129   124   115   108   100    98    92    86    82    63    64    99   116\n",
-      "   126   124   116   109   102    97    91    86    83    61    80   100    87\n",
-      "   125   122   116   109   104    98    93    88    87    63    91   100    59\n",
-      "   133   122   116   110   105    97    95    89    78    57    84    82    41\n",
-      "   139   123   119   113   106    95    94    92    66    49    76    65    39\n",
-      "   133   128   121   112   103    95    92    90    75    42    59    43    35\n",
-      "   134   129   123   115   105    98    94    94    79    36    42    35    33\n",
-      "   134   130   124   116   107   100    96    96    87    37    30    29    31\n",
-      "   133   130   124   116   107   100    97    97    97    49    29    31    29\n",
-      "   133   130   124   116   107   101    97   101   101    61    30    33    29\n",
-      "   134   132   126   118   109   102    99   105   101    71    29    31    28\n",
-      "   134   132   127   119   110   104   101   103   100    84    33    28    29\n",
-      "   133   131   126   119   110   104   101    99   100    97    40    28    30\n",
-      "   136   131   128   117   111   104   100   102   102    95    53    30    29\n",
-      "   132   134   132   121   115   107   108   105   106    99    71    30    29\n",
-      "   106   140   144   128   122   112   110   109   108   101    89    36    31\n",
-      "    66   129   150   132   124   121   114   113   108   102    97    52    35\n",
-      "    42    93   145   135   123   125   119   115   111   106    98    68    36\n",
-      "    42    57   133   144   129   124   120   117   114   111    98    72    33\n",
-      "    41    41   108   146   139   127   122   121   118   111   101    69    36\n",
-      "    30    38    79   138   146   136   131   128   121   110   105    66    42\n",
-      "    31    29    45    94   130   134   139   131   129   112    97    61    67\n",
-      "    32    32    33    49    70    98   134   142   104    76    59    56    81\n",
-      "    26    26    29    36    43    57    82    98    56    47    36    52    76\n",
-      "    27    28    28    32    36    40    49    45    35    58    42    64    74\n",
-      "    28    31    27    25    31    38    46    30    38    72    45    76    83\n",
-      "    26    28    29    30    32    33    37    37    45    73    60    96    89\n",
-      "    30    31    29    29    29    29    37    34    56    59    80   109    79\n",
-      "    32    33    28    28    30    31    39    42    85    56    97   120    80\n",
-      "    32    33    30    30    32    34    38    51    82    58    97    93    82\n",
-      "    32    32    30    30    32    35    38    61    75    76   105    75    93\n",
-      "    32    32    30    31    32    34    37    56    64    67    97    72    88\n",
-      "    32    32    32    32    32    33    36    37    42    43    54    53    56\n",
-      "    31    31    31    32    32    34    40    47    61    60    82    97    83\n",
-      "    31    30    30    31    32    38    47    85    85   107    98    79   101\n",
-      "    31    31    32    33    33    40    50    73    81   101    97    73    97\n",
-      "    32    34    35    35    34    40    50    52    68    88    90    85    92\n",
-      "    35    35    38    38    40    45    45    53    64    69    70    86    79\n",
-      "    35    52    71    71    58    51    55    67    70    72    73    81    77\n",
-      "    54    92   118   124   116   101    97    99    96    93    91    86    77\n",
-      "    52    77    83    93   108   110   116   113   114   114   114   107    95\n",
-      "    47    60    60    64    71    74    87   103   112   115   117   114   101\n",
-      "    53    58    56    56    55    55    68    75    89    98   102   107   103\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    63    61    66    61    60    58    64    62    64    62    67    70    70\n",
-      "    56    55    58    54    55    53    58    56    57    56    58    61    61\n",
-      "    53    53    54    52    54    53    55    53    54    55    57    61    61\n",
-      "    56    54    52    51    52    52    53    52    53    53    55    59    59\n",
-      "    56    52    53    52    52    53    53    54    53    54    52    56    56\n",
-      "    56    52    55    54    52    55    54    56    55    56    55    57    57\n",
-      "    59    54    53    53    51    55    54    56    53    54    55    57    56\n",
-      "    59    56    54    56    54    59    57    59    55    57    55    56    55\n",
-      "    61    60    56    56    59    60    56    58    52    56    54    52    54\n",
-      "    62    62    59    58    60    61    58    60    54    56    54    51    52\n",
-      "    65    67    63    61    60    62    60    62    56    56    56    53    53\n",
-      "    68    70    65    63    60    63    61    62    57    57    59    55    54\n",
-      "    68    69    65    65    61    64    61    61    58    58    61    56    55\n",
-      "    67    67    65    66    62    65    61    60    59    59    62    58    57\n",
-      "    67    68    64    66    61    65    62    60    60    60    62    59    60\n",
-      "    66    68    64    65    60    65    62    60    61    60    61    59    60\n",
-      "    70    69    67    65    65    63    65    62    62    59    62    64    60\n",
-      "    70    69    69    67    67    64    65    62    62    60    63    65    62\n",
-      "    70    69    68    67    67    63    64    60    60    58    60    64    63\n",
-      "    69    68    67    67    68    64    64    59    59    57    58    63    63\n",
-      "    68    66    67    67    69    65    65    60    59    57    59    64    64\n",
-      "    68    64    66    65    67    65    65    60    59    56    59    64    63\n",
-      "    69    64    65    64    65    62    64    60    60    57    58    63    63\n",
-      "    71    66    66    64    64    62    64    62    62    59    60    64    64\n",
-      "    72    69    70    66    63    63    63    61    60    61    59    67    65\n",
-      "    73    66    68    65    63    62    62    61    60    60    60    66    63\n",
-      "    70    65    64    63    62    61    61    60    60    60    61    65    62\n",
-      "    71    69    62    62    62    61    60    59    60    60    61    64    62\n",
-      "    74    67    64    64    64    62    61    60    60    60    59    62    61\n",
-      "    68    67    67    67    65    63    62    61    61    60    57    61    61\n",
-      "    64    69    66    66    64    62    62    63    63    62    58    62    62\n",
-      "    65    66    63    63    61    61    62    65    66    64    61    65    64\n",
-      "    68    67    65    65    60    61    59    64    61    60    63    61    64\n",
-      "    64    64    66    66    62    63    61    64    60    58    60    59    62\n",
-      "    71    69    67    67    64    65    63    64    60    58    60    59    62\n",
-      "    60    70    67    67    66    66    65    65    63    62    63    62    63\n",
-      "    70    68    67    67    67    66    66    65    66    66    66    64    62\n",
-      "    75    73    67    66    66    64    65    64    67    68    70    66    63\n",
-      "    78    66    66    63    63    61    65    63    67    67    71    68    65\n",
-      "    78    74    64    60    60    58    65    63    66    66    69    69    66\n",
-      "    68    71    64    62    61    59    63    66    64    67    68    71    67\n",
-      "    68    69    63    59    58    57    62    65    63    66    68    70    67\n",
-      "    71    60    64    59    57    58    63    65    63    67    67    68    65\n",
-      "    65    64    65    60    58    59    64    65    63    68    65    67    65\n",
-      "    68    65    65    61    61    60    63    64    63    69    67    68    65\n",
-      "    72    59    64    63    63    61    63    65    64    69    65    69    66\n",
-      "    63    65    63    64    64    61    64    67    65    68    70    69    61\n",
-      "    63    62    61    62    62    59    62    67    65    65    63    66    65\n",
-      "    55    58    56    62    58    61    71   101   150    77    68    62    73\n",
-      "    58    62    58    54    63    59    68   107   153   128    62    63    95\n",
-      "    56    58    58    57    59    44    57    77    90   105    51    60   104\n",
-      "    55    58    53    56    44    36    50    51    40    51    43    62    95\n",
-      "    51    51    50    42    33    36    44    52    45    35    47    86   139\n",
-      "    56    52    42    34    31    33    45    54    42    34    61   105   148\n",
-      "    50    36    31    33    31    43    73    65    34    34    44    87   112\n",
-      "    53    32    30    32    32    64   102    79    42    32    32    46    58\n",
-      "    78    36    29    32    42    85   127   117    58    38    38    47    53\n",
-      "   109    43    29    37    55    91   150   170   139    98    82    81    67\n",
-      "   118    46    31    38    60    92   139   170   176   151   114    95    72\n",
-      "    82    37    37    47    66    89   123   164   167   143   129   115   107\n",
-      "    47    33    35    46    65    79   117   159   157   139   121   139   149\n",
-      "    38    35    47    60    77    75   110   131   135   128   112   143   164\n",
-      "    38    35    43    70    82    78   116   136   142   121   115   119   148\n",
-      "    38    40    49    72    70    85   114   125   137   123   133   108   141\n",
-      "    38    41    53    65    66    91   122   129   136   137   125   110   131\n",
-      "    38    39    50    69    68    96   122   119   133   143   127   123   133\n",
-      "    37    37    48    64    71    98   122   117   122   139   126   116   130\n",
-      "    35    38    48    51    72    96   119   126   113   123   117   105   118\n",
-      "    33    39    49    48    69    94   115   133   117   110   106   102   116\n",
-      "    32    38    50    58    65    96   114   129   128   112   107   107   120\n",
-      "    34    39    51    68    66   100   118   124   127   118   115   125   118\n",
-      "    36    42    52    69    69   102   123   124   117   120   115   133   122\n",
-      "    35    48    57    69    71   113   129   126   103   117   119   134   114\n",
-      "    39    53    56    64    75   112   130   122   116   115   122   122   120\n",
-      "    46    61    69    67    81   108   122   110   119   104   122   116   125\n",
-      "    56    71    79    72    88   111   119   110   119   105   117   120   123\n",
-      "    65    84    82    85   105   124   114   108   108   116   113   122   120\n",
-      "    68    94   109   106   111   127   118   119   108   118   115   122   123\n",
-      "    69   100   110   118   127   134   118   116   120   138   125   124   126\n",
-      "    72   103   106   112   119   127   122   118   124   125   137   127   123\n",
-      "    85   101   107   118   121   124   130   126   125   134   133   128   125\n",
-      "    71    78    99   106   110   113   132   140   146   147   144   132   122\n",
-      "    52    71    79    70    80    92   109   114   135   149   149   141   130\n",
-      "    54    82    89    64    76    91    81    73    93   107   130   130   116\n",
-      "    60    79    85    64    81    94    71    77    87    78    79   101    99\n",
-      "    69    91    84    71    87    92    63    76    81    65    84    84    78\n",
-      "    82   105    85    82    96    92    65    74    79    75    96    81    82\n",
-      "   106   111    82    92   106    93    76    82    83    82    92    74    80\n",
-      "   110   102    91   105   110    86    83   100    83    84    85    70    90\n",
-      "   112    95    94   105   106    86   103    99    80    99    94    84    91\n",
-      "   113    85   103   106   110    95   107   103    86    99    89    96    93\n",
-      "    88    84    87   125    96    96   115    90    90   108    76    98    87\n",
-      "   101    63    74    97    90    97   115    95    91   110    88   110    87\n",
-      "   115    94   109   102    71    67    92    96   107   112    95   110    88\n",
-      "    98    90   117   120   116    95    61    75    90   108   102   107    98\n",
-      "    69    89   110   148   123   125    87    76    54    81   109   103   103\n",
-      "    58    73   100   147   131   117    97    99    82    55    53    88   101\n",
-      "    65    75   105   150   151   127   116   110    97    99    62    64    91\n",
-      "    71    71    98   134   150   115   124   117   103   122    88    50    69\n",
-      "    89    87   108   138   159   119   133   130   116   130   107    58    44\n",
-      "    94    97   119   145   165   130   127   122   116   124   112    76    41\n",
-      "   101   112   132   148   164   141   124   116   118   124   117    80    49\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    72    69    71    70    71    65    62    61    60    58    56    57    60\n",
-      "    64    61    63    62    62    58    56    54    53    51    48    49    52\n",
-      "    64    61    64    62    62    59    57    56    54    51    48    49    52\n",
-      "    62    60    63    62    62    60    58    56    54    50    47    48    52\n",
-      "    59    58    62    60    61    60    58    56    53    48    45    48    53\n",
-      "    61    59    63    62    62    61    60    58    55    50    47    50    56\n",
-      "    59    58    61    60    60    59    58    58    55    49    46    49    55\n",
-      "    57    56    59    58    58    58    58    59    57    51    47    50    55\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    56    55    55    55    53    56    55    57    52    49    44    48    53\n",
-      "    54    54    54    55    53    56    56    57    52    49    43    48    53\n",
-      "    55    55    55    56    54    56    56    57    52    48    42    47    53\n",
-      "    55    56    56    56    53    55    55    57    51    47    41    47    53\n",
-      "    56    55    55    54    51    55    54    56    51    47    42    49    55\n",
-      "    58    56    55    54    51    54    54    56    51    49    44    50    55\n",
-      "    60    58    56    54    51    54    53    54    51    49    45    50    54\n",
-      "    61    58    55    53    50    53    52    53    50    49    44    49    53\n",
-      "    60    57    56    50    51    51    52    51    50    49    46    47    53\n",
-      "    62    57    55    49    49    51    52    51    49    48    45    46    51\n",
-      "    63    59    56    50    51    51    52    50    49    48    45    46    51\n",
-      "    64    59    57    52    54    51    51    50    48    47    44    45    50\n",
-      "    64    59    57    52    55    51    50    48    46    45    43    44    49\n",
-      "    64    60    58    54    56    52    51    48    46    46    44    45    50\n",
-      "    65    62    60    55    56    54    52    49    46    46    45    47    52\n",
-      "    66    62    60    53    53    53    51    47    45    44    44    46    52\n",
-      "    68    61    64    55    54    50    50    48    45    44    42    45    51\n",
-      "    66    60    62    54    54    50    49    47    45    44    42    43    48\n",
-      "    65    59    58    51    52    49    48    46    45    45    42    42    46\n",
-      "    64    58    55    49    51    50    48    46    46    45    42    42    47\n",
-      "    62    59    55    50    51    49    48    46    46    45    41    42    48\n",
-      "    60    58    54    50    51    48    47    45    45    44    40    42    48\n",
-      "    58    56    52    49    48    48    46    44    45    45    41    40    46\n",
-      "    57    54    50    47    45    49    46    44    46    46    41    39    44\n",
-      "    55    53    48    47    45    48    49    46    42    43    43    41    41\n",
-      "    54    52    48    47    47    47    47    44    42    43    43    43    44\n",
-      "    56    54    52    51    51    49    47    44    44    46    45    45    48\n",
-      "    58    56    56    55    56    51    49    46    47    49    46    45    49\n",
-      "    58    57    59    57    57    52    50    49    50    51    48    46    49\n",
-      "    60    58    62    58    58    54    53    52    52    54    51    49    51\n",
-      "    64    61    64    58    58    56    56    54    53    54    53    52    53\n",
-      "    66    61    64    57    57    56    57    54    51    51    52    51    51\n",
-      "    63    62    62    63    59    57    60    53    50    53    50    49    51\n",
-      "    65    63    62    61    55    53    57    58    56    52    50    49    47\n",
-      "    64    64    63    64    61    61    59    60    56    50    50    51    48\n",
-      "    65    64    61    61    58    60    56    57    56    53    52    49    48\n",
-      "    64    62    61    63    62    58    58    60    55    51    49    46    50\n",
-      "    65    64    63    64    60    64    57    58    53    49    49    47    53\n",
-      "    64    82   112   142   154   120    70    51    54    52    51    48    50\n",
-      "    79   114   161   203   220   229   119    58    54    49    47    45    47\n",
-      "   107   134   165   205   221   228   179   137   148   114    56    57    53\n",
-      "   140   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   146   185   163   139    83    84   107   124   113   133   144   177   218\n",
-      "   166   161   113    88    87    80    75    98   120   123   145   163   181\n",
-      "   127   112    84    94    84    68   100   146   181   148   128   123   138\n",
-      "   101    74    74    73    91   114   154   167   157   118    95    95    98\n",
-      "    79    49    52    53   118   159   139   110    97    75    62    98   127\n",
-      "    42    42    34    39    76   119   108    80    52    44    92   126    88\n",
-      "    47    36    34    27    36    64    58    34    44    74    73    57    48\n",
-      "    41    31    31    28    31    30    26    32    56    61    39    26    31\n",
-      "    45    36    37    42    36    28    41    63    60    39    27    26    26\n",
-      "    89    79    91    92    61    56    72    87    61    27    27    30    27\n",
-      "   136   130   149   128    77    75    88    96    65    36    32    25    23\n",
-      "   165   168   172   132    96    92    94    91    64    41    30    22    33\n",
-      "   165   165   149   114   107   112    97    77    54    36    25    31    58\n",
-      "   159   148   125   105   107   120   116    89    47    33    47    64    76\n",
-      "   145   142   110    93    99   116   126   104    55    52    84    79    75\n",
-      "   143   126   118    95    90   133   134   105    86    79    92    88    93\n",
-      "   134   123   111   100    92   121   152   110    80    89   152   168   151\n",
-      "   137   123   115   104   101    88   116    71    50    67   108   105    96\n",
-      "   130   125   115    99    82    53    44    33    31    26    56    65    48\n",
-      "   118   123    97    73    46    32    24    25    25    23    24    21    25\n",
-      "   115   101    78    45    33    28    27    29    24    19    20    20    22\n",
-      "    99    81    57    35    31    27    24    22    24    21    21    23    26\n",
-      "    94    76    45    28    26    24    20    23    22    18    20    22    26\n",
-      "   106    81    49    40    30    29    27    29    24    20    21    22    23\n",
-      "   111    84    52    50    44    39    32    28    22    21    27    26    24\n",
-      "   106    89    61    49    49    40    31    27    22    22    27    27    27\n",
-      "   105    94    73    50    42    35    28    27    27    24    23    24    28\n",
-      "   114    94    77    62    49    43    28    24    25    26    26    25    28\n",
-      "   122    98    73    66    54    44    29    23    24    26    29    28    29\n",
-      "   122   109    71    57    41    30    26    29    29    26    26    27    31\n",
-      "   107   110    95    48    31    25    27    26    27    28    35    34    29\n",
-      "   115    87    67    46    29    25    23    32    24    61    55    32    36\n",
-      "   109    79    38    29    24    28    29    21    24    63    81    36    34\n",
-      "    85    40    31    24    26    19    27    23    23    38    66    47    30\n",
-      "    51    33    26    25    23    29    29    25    28    38    79    66    29\n",
-      "    68    30    22    30    27    22    33    33    25    37    86    66    32\n",
-      "    88    77    39    25    31    35    41    40    29    64    85    62    28\n",
-      "    92    96    72    31    37    42    50    37    65    78    70    43    31\n",
-      "    75    84    80    41    44    52    53    57    72    64    46    35    29\n",
-      "    73    77    68    50    57    57    69    68    57    38    34    34    31\n",
-      "    83    77    53    47    51    47    46    41    36    33    41    37    34\n",
-      "    87    67    34    31    29    33    27    27    33    38    43    34    37\n",
-      "    89    56    30    32    31    30    33    36    37    39    45    35    36\n",
-      "    83    43    30    30    32    31    37    37    39    44    48    37    34\n",
-      "    81    41    35    32    35    30    41    41    44    45    43    37    38\n",
-      "    73    33    33    33    39    35    48    41    42    46    50    48    44\n",
-      "    59    32    31    39    39    36    46    46    44    49    54    50    44\n",
-      "    44    31    34    38    37    35    44    51    45    51    46    49    42\n",
-      "    42    37    34    38    45    37    44    54    51    52    44    50    45\n",
-      "    44    37    32    39    48    37    43    48    55    48    43    48    46\n",
-      "    43    37    38    46    49    46    47    48    57    53    48    53    50\n",
-      "    46    46    46    49    58    59    56    54    57    63    52    61    56\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    61    59    57    57    58    60    61    62    59    63    68    72    71\n",
-      "    55    53    52    52    53    54    54    54    52    56    60    62    61\n",
-      "    53    52    51    51    52    52    51    50    52    57    62    65    65\n",
-      "    56    54    52    52    53    53    51    50    47    54    61    66    66\n",
-      "    57    55    53    52    52    52    51    51    52    59    67    72    71\n",
-      "    59    57    55    54    53    53    53    54    53    58    64    68    67\n",
-      "    59    59    58    56    54    54    55    56    56    60    64    67    67\n",
-      "    57    57    57    56    54    53    54    56    60    63    65    68    68\n",
-      "    60    57    53    54    50    51    52    58    57    58    60    64    64\n",
-      "    60    57    53    55    51    52    53    58    61    61    62    65    65\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    58    56    52    55    52    53    53    59    58    59    60    61    64\n",
-      "    56    55    52    55    51    52    52    57    56    57    58    58    64\n",
-      "    56    54    52    55    51    52    51    56    58    58    61    59    65\n",
-      "    56    54    52    55    51    51    51    56    58    57    61    59    66\n",
-      "    55    53    51    54    50    51    51    55    56    54    59    57    64\n",
-      "    54    52    50    53    49    50    50    55    57    54    59    56    63\n",
-      "    55    54    53    52    51    51    52    53    55    55    54    55    56\n",
-      "    56    55    54    52    51    50    51    52    55    55    53    53    54\n",
-      "    56    56    55    53    50    49    49    49    51    52    50    50    52\n",
-      "    55    55    54    52    50    48    47    48    49    50    49    49    51\n",
-      "    53    53    52    51    49    47    47    47    49    51    50    50    51\n",
-      "    52    52    51    50    49    48    47    46    47    51    52    51    52\n",
-      "    54    52    50    49    49    48    46    45    44    50    52    51    52\n",
-      "    56    53    50    49    49    48    46    44    44    51    54    52    51\n",
-      "    53    51    51    49    46    47    49    49    50    49    51    50    50\n",
-      "    53    51    51    50    48    47    48    46    48    48    50    49    49\n",
-      "    51    49    50    50    49    49    48    45    45    45    47    47    48\n",
-      "    51    49    50    51    51    51    49    46    43    43    46    46    48\n",
-      "    55    52    51    51    50    50    49    45    43    42    45    46    48\n",
-      "    53    49    48    48    47    47    46    44    43    42    44    44    46\n",
-      "    48    46    45    45    44    45    45    43    43    42    43    44    46\n",
-      "    49    47    46    46    44    44    45    43    42    41    42    43    46\n",
-      "    45    47    47    46    45    45    44    42    42    41    41    41    45\n",
-      "    46    46    46    45    45    45    44    43    42    42    43    42    45\n",
-      "    49    48    47    46    46    47    47    46    45    45    47    46    47\n",
-      "    52    51    49    49    49    49    48    47    47    47    49    48    48\n",
-      "    54    52    51    51    51    50    48    47    47    46    48    47    49\n",
-      "    56    54    52    52    53    52    49    48    48    46    48    48    50\n",
-      "    58    55    52    53    54    53    51    49    50    48    49    49    52\n",
-      "    58    54    50    51    52    52    50    49    49    48    49    49    51\n",
-      "    52    51    50    50    51    51    50    49    47    48    47    49    50\n",
-      "    51    50    49    49    49    49    49    48    47    47    47    49    51\n",
-      "    51    50    48    47    46    46    47    47    46    47    47    49    50\n",
-      "    50    49    48    47    45    45    45    46    46    46    47    49    50\n",
-      "    51    51    50    49    48    47    46    46    46    47    47    48    50\n",
-      "    53    52    52    51    50    48    47    47    46    47    46    47    49\n",
-      "    52    51    49    48    48    47    46    45    46    45    44    45    46\n",
-      "    50    48    45    44    44    44    44    43    44    44    42    43    43\n",
-      "    50    45    44    47    47    42    43    43    44    42    43    43    43\n",
-      "   133    68    48    41    42    47    44    44    44    43    43    43    44\n",
-      "   231   177    57    54    72    95   127    73    44    42    42    41    43\n",
-      "   216   216    85   103   147   157   200   155    44    41    41    40    41\n",
-      "   166   170   171   170   169   184   182   139    44    42    42    41    42\n",
-      "   120   146   182   206   169   169   167   109    41    40    41    40    42\n",
-      "   131   143   160   199   205   173   108    45    38    37    39    39    40\n",
-      "   112   143   184   186   214   216   205    96    38    37    39    39    40\n",
-      "    87   102   101    95   126   178   206   174    55    83    75    42    38\n",
-      "    50    74    61    45    58    81   120   150   104   125   152    86    40\n",
-      "    25    34    27    30    33    44    81   123   134   154   114    73    35\n",
-      "    27    28    29    31    41    94   141   170   153    90    88    46    37\n",
-      "    24    30    50    84   117   141   124   132   102    57    42    38    37\n",
-      "    52    90   114   130   146   148   102    85    56    32    29    33    34\n",
-      "   105   134   136   135   122   102    66    39    33    25    39    35    32\n",
-      "    96   132   117    99    68    41    38    28    32    31    33    28    35\n",
-      "    75   103   103   106    95    64    38    30    32    31    31    31    33\n",
-      "   123   136   141   151   200   198   128    33    31    30    31    31    33\n",
-      "   158   155   141   149   170   170   154    47    30    29    31    31    33\n",
-      "   120   113   113   120   106   109    99    32    30    29    31    31    33\n",
-      "    49    45    44    60    48    39    31    33    31    29    31    30    32\n",
-      "    21    29    20    19    23    30    31    28    30    29    30    29    31\n",
-      "    20    14    27    23    23    35    28    31    30    29    31    30    31\n",
-      "    25    23    17    24    28    34    30    29    30    29    32    31    33\n",
-      "    24    23    26    31    33    32    29    29    30    29    29    31    33\n",
-      "    25    25    28    32    33    31    30    31    30    30    30    31    33\n",
-      "    27    28    31    32    31    29    30    32    30    32    31    31    33\n",
-      "    29    30    31    32    31    30    31    33    30    32    32    31    33\n",
-      "    31    31    31    31    31    31    32    33    30    32    32    31    33\n",
-      "    31    31    31    31    31    32    32    33    31    32    31    32    34\n",
-      "    32    32    32    32    32    32    32    32    33    32    31    33    35\n",
-      "    32    33    33    33    32    32    32    32    34    32    31    34    37\n",
-      "    30    32    33    34    33    32    32    32    31    32    32    34    36\n",
-      "    31    32    33    34    33    32    32    32    32    34    34    36    38\n",
-      "    32    32    33    33    33    33    32    32    33    34    35    36    38\n",
-      "    32    32    32    33    33    33    32    32    33    34    34    35    37\n",
-      "    32    32    32    32    33    33    33    32    33    34    34    35    36\n",
-      "    31    32    32    33    33    33    34    34    35    36    36    36    37\n",
-      "    31    32    33    34    34    34    35    36    37    37    36    36    38\n",
-      "    31    32    34    34    34    34    36    37    37    37    36    36    37\n",
-      "    29    31    33    34    34    33    32    31    32    34    33    33    34\n",
-      "    31    31    32    33    33    32    32    32    32    34    34    34    36\n",
-      "    34    34    34    33    33    33    34    35    34    36    36    36    39\n",
-      "    34    34    33    33    33    33    34    35    35    36    36    37    39\n",
-      "    32    32    32    32    32    32    33    33    34    34    34    35    38\n",
-      "    34    33    33    34    34    35    35    35    35    36    36    39    42\n",
-      "    39    38    38    38    39    40    41    41    41    41    42    46    49\n",
-      "    43    42    41    41    43    44    45    46    46    46    47    51    54\n",
-      "    43    42    41    42    44    46    47    47    48    49    49    49    52\n",
-      "    42    41    41    41    42    45    47    48    49    50    49    50    53\n",
-      "    43    43    42    42    43    45    47    49    47    48    47    48    50\n",
-      "    39    39    38    38    38    40    41    42    38    40    39    39    41\n",
-      "    39    38    37    37    38    38    38    37    38    39    38    38    40\n",
-      "    45    44    43    43    44    43    42    40    43    44    43    43    45\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    67    68    74\n",
-      "    58    59    67\n",
-      "    61    63    71\n",
-      "    61    62    69\n",
-      "    65    65    71\n",
-      "    63    64    70\n",
-      "    64    65    71\n",
-      "    64    64    70\n",
-      "    61    62    71\n",
-      "    63    65    73\n",
-      "    65    68    75\n",
-      "    64    69    73\n",
-      "    63    67    70\n",
-      "    61    66    69\n",
-      "    58    63    68\n",
-      "    54    61    67\n",
-      "    55    58    65\n",
-      "    54    57    63\n",
-      "    54    58    65\n",
-      "    54    59    66\n",
-      "    54    59    66\n",
-      "    54    59    67\n",
-      "    53    59    67\n",
-      "    52    57    65\n",
-      "    51    55    66\n",
-      "    50    53    64\n",
-      "    49    52    62\n",
-      "    50    52    62\n",
-      "    49    51    61\n",
-      "    48    49    58\n",
-      "    47    49    58\n",
-      "    48    50    59\n",
-      "    50    50    56\n",
-      "    48    49    56\n",
-      "    49    50    58\n",
-      "    50    51    59\n",
-      "    50    51    58\n",
-      "    51    51    59\n",
-      "    52    52    59\n",
-      "    51    51    59\n",
-      "    49    52    58\n",
-      "    49    52    58\n",
-      "    49    51    58\n",
-      "    49    51    57\n",
-      "    48    51    57\n",
-      "    47    50    56\n",
-      "    45    47    54\n",
-      "    42    45    52\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    43    44    52\n",
-      "    45    46    54\n",
-      "    44    45    54\n",
-      "    42    44    52\n",
-      "    42    44    53\n",
-      "    42    44    52\n",
-      "    41    41    49\n",
-      "    40    39    47\n",
-      "    39    43    47\n",
-      "    38    45    49\n",
-      "    38    37    46\n",
-      "    39    44    44\n",
-      "    34    35    47\n",
-      "    39    38    47\n",
-      "    37    37    40\n",
-      "    33    39    46\n",
-      "    36    37    44\n",
-      "    35    35    42\n",
-      "    35    35    41\n",
-      "    34    35    41\n",
-      "    34    35    42\n",
-      "    33    34    42\n",
-      "    33    34    41\n",
-      "    33    34    41\n",
-      "    31    34    42\n",
-      "    32    35    42\n",
-      "    34    36    42\n",
-      "    35    37    41\n",
-      "    35    37    41\n",
-      "    35    37    42\n",
-      "    35    38    44\n",
-      "    35    38    45\n",
-      "    37    40    46\n",
-      "    38    41    47\n",
-      "    38    40    46\n",
-      "    36    38    44\n",
-      "    36    38    44\n",
-      "    37    39    45\n",
-      "    37    40    46\n",
-      "    37    40    46\n",
-      "    35    39    44\n",
-      "    37    41    46\n",
-      "    40    43    49\n",
-      "    39    41    47\n",
-      "    37    39    45\n",
-      "    41    43    49\n",
-      "    49    51    57\n",
-      "    54    55    61\n",
-      "    55    60    66\n",
-      "    55    59    65\n",
-      "    52    55    60\n",
-      "    42    44    48\n",
-      "    40    41    45\n",
-      "    45    46    50\n",
-      "\n",
-      "\n",
-      "I(:,:,3) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    54    46    45    44    44    45    42    42    43    46    48    47    48\n",
-      "    51    42    40    39    37    37    34    34    36    40    42    42    43\n",
-      "    49    41    39    37    35    35    33    32    33    36    39    40    41\n",
-      "    50    42    40    38    36    36    34    34    33    36    39    41    43\n",
-      "    51    42    40    38    35    35    32    32    32    34    38    40    43\n",
-      "    50    42    40    38    36    36    34    34    33    35    38    41    43\n",
-      "    49    42    41    40    38    38    37    37    35    37    40    42    44\n",
-      "    50    42    42    40    37    37    35    35    36    37    39    41    43\n",
-      "    49    44    41    39    36    36    36    35    35    37    39    43    46\n",
-      "    49    44    42    41    38    37    37    35    36    38    41    44    47\n",
-      "    49    45    43    42    40    38    37    35    36    39    42    45    48\n",
-      "    49    45    43    43    40    39    38    35    36    39    42    46    49\n",
-      "    50    45    43    42    39    38    38    36    36    40    44    48    51\n",
-      "    51    46    43    41    39    38    38    37    37    41    46    51    54\n",
-      "    51    46    43    42    39    39    39    37    38    43    48    53    57\n",
-      "    50    46    44    43    40    39    39    37    38    43    49    55    58\n",
-      "    50    45    43    42    39    38    39    39    39    44    54    56    63\n",
-      "    51    45    42    42    40    39    40    40    40    44    52    55    63\n",
-      "    53    46    42    42    40    40    41    40    41    46    56    62    68\n",
-      "    54    47    42    42    41    41    41    40    42    49    61    69    72\n",
-      "    54    47    43    44    44    43    43    41    43    49    61    70    72\n",
-      "    54    47    44    45    45    46    46    45    44    52    65    76    75\n",
-      "    56    49    45    46    45    46    47    47    47    56    69    80    78\n",
-      "    58    51    46    45    44    45    47    47    50    58    68    77    75\n",
-      "    60    52    48    45    45    46    46    49    52    57    70    81    79\n",
-      "    61    53    48    45    45    47    47    50    51    60    73    81    74\n",
-      "    61    53    48    45    45    48    48    52    52    62    73    83    71\n",
-      "    61    53    48    45    47    50    51    55    55    64    75    87    68\n",
-      "    61    53    49    46    49    53    54    58    58    69    77    82    58\n",
-      "    62    54    50    49    52    56    57    60    58    70    71    64    44\n",
-      "    62    54    51    50    54    57    57    60    58    66    61    52    42\n",
-      "    61    54    51    51    54    57    56    59    58    62    58    55    51\n",
-      "    63    57    53    50    53    56    55    60    60    59    58    74    53\n",
-      "    61    55    52    50    53    56    56    61    57    52    58    69    49\n",
-      "    67    59    55    52    52    55    54    58    58    52    64    67    53\n",
-      "    65    56    53    52    54    58    61    65    56    55    69    63    56\n",
-      "    73    61    56    53    52    57    59    60    54    60    73    66    59\n",
-      "    69    56    52    52    53    60    63    63    53    64    77    75    69\n",
-      "    75    59    55    54    54    59    59    56    51    63    74    74    74\n",
-      "    74    58    55    55    56    61    61    56    55    65    71    67    76\n",
-      "    71    57    54    52    56    56    57    58    56    63    66    61    70\n",
-      "    71    57    54    52    56    57    60    62    59    56    57    49    49\n",
-      "    70    57    54    51    56    58    63    66    66    54    53    42    33\n",
-      "    70    56    53    51    56    60    65    68    71    58    55    43    31\n",
-      "    70    57    54    52    58    62    66    67    72    64    56    40    31\n",
-      "    71    59    56    54    59    63    67    69    76    70    54    36    32\n",
-      "    72    62    60    57    61    64    70    72    79    72    54    34    33\n",
-      "    73    64    63    59    61    65    72    76    78    70    53    35    34\n",
-      "    72    65    62    61    63    68    71    76    75    73    52    36    36\n",
-      "    74    67    64    63    65    70    72    78    79    74    50    41    47\n",
-      "    74    68    65    64    67    72    75    81    80    81    59    48    52\n",
-      "    75    69    67    65    67    72    76    82    83    81    71    70    77\n",
-      "    78    72    69    67    68    72    76    82    84    84    78    76    93\n",
-      "    79    73    71    69    70    75    79    87    87    89    86    84    95\n",
-      "    81    75    73    71    72    77    82    90    90    84    90   101    83\n",
-      "    85    79    76    73    73    77    81    88    85    82    86    79    38\n",
-      "    83    80    74    78    75    75    78    91    80    83    66    39    27\n",
-      "    86    82    75    74    69    74    78    83    79    58    37    27    26\n",
-      "    89    81    75    75    68    71    77    83    67    40    26    29    29\n",
-      "    92    81    76    76    72    74    75    69    41    31    32    39    40\n",
-      "    95    86    81    78    75    73    60    39    31    32    36    45    50\n",
-      "    97    88    87    83    73    54    40    27    37    37    39    48    55\n",
-      "    97    89    85    72    55    34    32    36    38    38    43    52    56\n",
-      "    97    94    77    45    33    32    38    37    43    42    49    54    53\n",
-      "   100    71    49    32    32    32    39    43    53    58    55    52    62\n",
-      "    77    47    32    29    37    37    39    43    53    57    63    66    71\n",
-      "    48    37    35    31    33    37    43    48    55    52    58    60    61\n",
-      "    42    38    38    33    33    40    46    48    52    50    62    67    66\n",
-      "    45    36    36    37    35    37    41    49    48    53    70    78    76\n",
-      "    43    37    36    38    34    37    38    43    47    57    69    73    72\n",
-      "    44    37    32    35    37    45    40    36    47    63    70    74    71\n",
-      "    41    33    34    42    38    39    38    46    54    71    71    74    70\n",
-      "    38    34    35    37    39    38    35    40    57    63    62    65    74\n",
-      "    38    33    33    35    38    35    32    38    53    61    61    61    64\n",
-      "    39    32    31    33    36    34    33    41    56    63    66    64    68\n",
-      "    41    33    31    32    34    33    35    47    65    70    72    69    74\n",
-      "    40    33    31    31    32    31    34    46    62    70    72    70    74\n",
-      "    37    33    32    31    30    28    29    39    52    66    69    68    70\n",
-      "    37    33    32    30    30    29    27    33    49    64    61    62    64\n",
-      "    38    35    33    30    31    31    29    32    47    61    53    58    67\n",
-      "    38    34    33    31    32    34    31    30    48    61    54    57    68\n",
-      "    40    35    33    31    32    35    34    36    37    41    39    46    55\n",
-      "    39    32    31    30    33    36    38    45    43    40    41    47    62\n",
-      "    38    31    29    31    33    36    40    49    42    42    52    52    58\n",
-      "    40    32    31    31    32    33    36    45    57    43    50    57    66\n",
-      "    39    32    31    31    32    33    35    43    58    53    60    58    58\n",
-      "    38    32    31    31    32    35    36    42    44    43    46    45    57\n",
-      "    40    34    32    31    32    35    36    41    44    41    42    44    54\n",
-      "    41    32    30    30    31    35    36    40    43    38    45    53    52\n",
-      "    40    31    29    29    29    32    33    36    39    43    43    45    49\n",
-      "    39    30    28    28    28    30    30    32    36    37    41    43    42\n",
-      "    39    30    29    28    28    29    29    31    34    33    40    44    40\n",
-      "    39    31    29    28    28    29    28    30    33    38    37    40    44\n",
-      "    39    30    28    28    27    28    28    30    30    32    35    41    44\n",
-      "    39    30    28    27    26    28    27    29    29    27    33    41    40\n",
-      "    39    30    28    27    26    27    27    29    28    35    33    33    39\n",
-      "    37    31    26    26    27    27    27    28    30    31    32    33    35\n",
-      "    36    31    26    25    26    26    26    27    27    28    30    33    35\n",
-      "    39    33    28    27    28    28    28    30    31    31    32    33    35\n",
-      "    38    33    28    26    27    28    29    30    38    36    35    34    35\n",
-      "    41    37    33    31    31    32    34    36    40    38    37    37    39\n",
-      "    46    43    40    38    38    39    42    43    42    41    42    44    44\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n",
-      "    50    52    51    51    53    54    56    59    60    62    67    67    66\n",
-      "    45    46    46    49    50    50    50    52    52    54    58    56    57\n",
-      "    44    46    46    48    49    48    48    50    51    53    58    55    57\n",
-      "    46    48    49    49    51    50    49    52    54    56    60    57    58\n",
-      "    46    48    49    51    52    51    50    51    53    55    58    59    59\n",
-      "    46    48    50    51    54    53    52    53    54    56    58    61    61\n",
-      "    47    50    52    52    56    56    55    58    60    61    63    62    62\n",
-      "    46    49    51    53    57    58    58    60    62    62    64    66    67\n",
-      "    46    47    51    53    53    60    61    62    63    68    64    71    73\n",
-      "    46    47    52    53    57    64    61    62    65    71    67    72    66\n",
-      "    47    48    52    57    58    63    61    64    68    74    72    78    70\n",
-      "    48    48    53    56    57    65    68    71    71    76    78    76    71\n",
-      "    50    51    55    62    64    68    68    74    76    82    85    81    80\n",
-      "    53    54    59    68    69    71    72    85    87    82    73    73    96\n",
-      "    57    58    62    66    70    77    82    90    81    70    62    81    89\n",
-      "    58    60    64    74    76    80    78    69    52    60    82    91    81\n",
-      "    61    64    66    77    75    78    60    51    59    83    94    73    44\n",
-      "    64    70    73    76    79    71    52    60    82    89    80    54    53\n",
-      "    69    73    76    78    64    48    49    71    91    94    98   106   100\n",
-      "    73    77    80    80    61    46    60    83   109   124   143   145   148\n",
-      "    77    82    83    62    45    48    78   106   134   151   165   165   146\n",
-      "    81    79    73    45    41    63   102   131   149   148   141   130   128\n",
-      "    81    70    52    38    59    91   110   125   128   112    91    97    94\n",
-      "    78    62    40    46    70   107   123   124   101    88    92    95    93\n",
-      "    75    44    44    52    96   120   122    98    86   109   115   111    99\n",
-      "    64    37    43    76   110   123    98   101   121   130   115    90    73\n",
-      "    51    39    64    99   102    88   100   114    98    87    67    71    80\n",
-      "    42    50    92    92    89    82    86    74    68    58    67    81    78\n",
-      "    40    66   103    94    62    55    78    75    73    68    85    90    80\n",
-      "    52    90    99    64    51    60    80    78    66    73    75    78    83\n",
-      "    71   107    78    54    47    73    63    57    61    67    82    85    74\n",
-      "    83   107    49    51    61    67    52    48    66    77    81    77    64\n",
-      "    78    73    45    56    56    50    39    54    63    67    66    66    63\n",
-      "    57    47    45    53    46    43    44    54    50    47    47    51    51\n",
-      "    47    32    52    50    42    41    43    45    43    58    76    58    47\n",
-      "    43    31    48    42    44    47    45    36    34    54    72    65    52\n",
-      "    39    34    37    40    46    47    45    34    28    34    36    46    49\n",
-      "    39    37    36    47    53    46    42    32    28    32    32    31    39\n",
-      "    42    36    37    54    67    56    45    32    29    34    36    33    33\n",
-      "    47    34    37    62    81    65    46    32    33    38    36    34    32\n",
-      "    42    38    39    67    86    84    63    28    33    36    36    28    29\n",
-      "    33    37    39    68   100   112    71    31    39    41    34    32    31\n",
-      "    32    40    41    67   125   142    80    30    42    55    35    31    33\n",
-      "    37    41    41    74   145   146    85    34    47    73    40    28    33\n",
-      "    40    41    39    71   150   148    97    33    40    72    60    32    34\n",
-      "    44    46    42    70   144   148   107    31    30    49    65    43    40\n",
-      "    48    56    46    72   141   137   100    34    33    35    44    48    56\n",
-      "    49    63    46    60   147   139    98    35    30    37    35    46    70\n",
-      "    55    68    51    53   121   139    89    33    31    32    40    49    69\n",
-      "    54    68    47    51    82   144    89    36    30    34    43    49    69\n",
-      "    62    68    53    55    46   117   107    41    28    34    40    49    71\n",
-      "    82    62    66    48    37    72   124    79    39    32    34    43    64\n",
-      "    89    58    59    38    36    41    87    96    46    32    36    32    46\n",
-      "    64    46    40    40    30    33    40    56    43    30    32    30    32\n",
-      "    35    27    31    37    28    35    33    27    37    29    25    32    30\n",
-      "    30    27    25    26    30    26    28    28    25    28    29    30    31\n",
-      "    27    27    28    26    31    27    29    26    28    29    27    30    31\n",
-      "    28    29    29    31    39    37    35    26    26    28    29    29    30\n",
-      "    30    39    46    53    61    61    59    45    36    29    25    28    29\n",
-      "    42    56    71    68    67    63    70    63    50    37    30    29    29\n",
-      "    49    55    70    67    63    64    83    82    64    42    30    31    30\n",
-      "    50    50    63    74    65    56    65    65    56    44    36    32    30\n",
-      "    56    62    73    74    74    65    65    66    68    59    45    31    29\n",
-      "    60    71    74    74    84    76    68    69    79    68    44    31    28\n",
-      "    63    73    74    78    75    81    80    69    56    60    49    29    30\n",
-      "    66    68    68    78    80    81    81    79    58    46    40    32    27\n",
-      "    59    62    67    69    74    79    83    92    77    52    40    33    27\n",
-      "    66    66    70    70    69    75    77    84    86    64    42    31    29\n",
-      "    80    76    74    77    73    73    69    73    83    74    63    37    29\n",
-      "    78    78    77    76    78    73    72    77    80    77    86    56    36\n",
-      "    76    78    80    77    78    72    77    78    77    76    83    73    52\n",
-      "    74    82    89    81    74    69    80    75    82    88    80    80    66\n",
-      "    77    82    84    78    74    72    78    79    75    82    90    82    90\n",
-      "    65    67    72    72    80    82    84    82    79    82    79    96    90\n",
-      "    72    74    80    81    84    77    82    89    90    93    82    91    96\n",
-      "    81    82    88    83    89    80    80    84    88    98    91    85    89\n",
-      "    80    83    90    90    98    93    90    90    93    97    88    85    84\n",
-      "    73    82    88   100    98    97   103   106   101    97    92    89    90\n",
-      "    66    79    82    95    92    98   102   102    99    95   100    96    94\n",
-      "    72    89    90    93    96   100    91    96   109   100    89    92   100\n",
-      "    71    73    79    85    84    95    86    87   102   101    99    87    95\n",
-      "    49    56    69    78    71    72    78    83    83    81    79    73    85\n",
-      "    61    69    73    87    87    83    99   103    93    99   104    82    77\n",
-      "    54    67    74    69    89    86    89    94   103   113   110   113   103\n",
-      "    59    66    72    70    70    68    85    96   101    99   106   104   105\n",
-      "    53    58    65    69    72    75    82    90   105    94    89    89    91\n",
-      "    69    71    70    68    73    78    88    87    98    93    94    98    88\n",
-      "    65    65    70    63    70    75    85    82    97   101   102    98   100\n",
-      "    63    70    71    63    61    73    76    82    88    96   102    99   102\n",
-      "    59    59    66    66    64    69    75    76    80    86    94   105   106\n",
-      "    55    60    62    69    67    61    67    72    87    91    88    93    94\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    51    57    57    67    71    68    74    74    80    87    86    99   101\n",
-      "    47    43    54    63    65    70    81    84    77    82    81    90    96\n",
-      "    46    44    54    61    65    72    75    83    85    87    77    95    98\n",
-      "    47    48    52    55    70    82    75    70    77    83    80    94    93\n",
-      "    44    39    47    47    57    74    80    70    72    73    85   106   100\n",
-      "    37    39    41    45    54    68    77    71    72    83    85    93    96\n",
-      "    37    39    39    50    54    57    68    79    81    78    73    87    92\n",
-      "    36    37    37    44    53    50    58    75    77    74    76    79    82\n",
-      "    36    37    39    35    47    47    49    59    62    69    82    83    81\n",
-      "    40    42    44    45    50    49    51    56    62    73    81    80    81\n",
-      "    45    47    49    55    55    55    60    65    71    80    81    72    78\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    61    62    60    57    62    65    68    69    70    71    75    75    80\n",
-      "    54    57    54    53    57    60    62    66    70    68    67    65    74\n",
-      "    53    57    52    53    56    60    57    59    64    68    74    76    79\n",
-      "    52    55    51    54    57    61    64    64    68    67    69    70    74\n",
-      "    53    56    54    58    61    64    67    67    73    75    82    85    87\n",
-      "    58    59    60    61    66    66    72    68    74    78    92   103   105\n",
-      "    63    60    64    61    70    71    76    77    88    91   105   125   144\n",
-      "    70    64    71    68    81    83    86    88   103   110   125   144   159\n",
-      "    76    69    70    70    74    69    79    89    98   116   125   127   139\n",
-      "    70    67    67    66    77    88    98   104   108   115   123   126   132\n",
-      "    72    72    81    91   101   112   112   110   111   115   127   134   135\n",
-      "    79    89   104   111   104   104   108   103   109   118   130   137   130\n",
-      "    93   112   117    99    72    66    69    84   107   118   123   123   116\n",
-      "   111   106    77    47    38    50    58    71    86    97   109   115   105\n",
-      "    71    54    39    35    41    49    55    70    80    84    86    89    98\n",
-      "    43    32    34    47    70    86   100    93    81    80    78    68    71\n",
-      "    38    45    56    68    81   104   114   110   101    98    77    58    63\n",
-      "    67    73    73    78    87   107   126   130   145    93    62    51    62\n",
-      "   105    99    82    71    79   106   115   144   135    89    68    53    57\n",
-      "   133    94    74    80    86    88   110   160   121    78    57    48    60\n",
-      "   127   115   103    86    77    84   125   124    97    69    57    48    59\n",
-      "   124   115    92    69    73    98   112   113    97    69    52    48    49\n",
-      "    84    75    72    69    81    99   108   111    86    73    66    53    54\n",
-      "    82    74    71    68    79    99   108   112   114    79    67    46    60\n",
-      "    84    72    74    70    91   115   115   130   108    94    75    59    71\n",
-      "    78    74    68    77   107   109   140   136   116    86    67    63    59\n",
-      "    79    65    73    78   100   124   133   121   122    98    73    73    65\n",
-      "    71    64    66    75    90   110   119   130   130   107    87    73    67\n",
-      "    75    76    65    78    83    92   108   127   143   122    92    75    84\n",
-      "    71    65    61    67    60    78    99   132   147   117    97    79    71\n",
-      "    64    57    56    60    56    70    94   116   121    97    78    80    75\n",
-      "    61    53    52    44    49    74    93   115    97    79    68    75    66\n",
-      "    54    48    48    44    51    69    82    98    76    70    78    78    67\n",
-      "    47    43    43    46    52    57    71    70    66    79    84    81    70\n",
-      "    44    48    48    50    53    54    65    62    65    79    87    80    71\n",
-      "    46    52    55    52    51    54    67    67    73    82    94    85    70\n",
-      "    46    44    48    49    49    55    73    68    81    90    94    83    72\n",
-      "    39    38    40    41    51    70    73    67    76    88   100    91    78\n",
-      "    34    37    37    35    48    69    59    56    62    79   102   103    91\n",
-      "    34    35    33    35    40    43    42    44    63    72    71    89   108\n",
-      "    32    34    34    33    38    34    35    40    45    54    70    82   107\n",
-      "    31    34    37    34    33    34    33    36    38    42    53    70   106\n",
-      "    33    34    36    35    31    36    37    36    36    37    44    62   101\n",
-      "    38    36    32    35    34    37    41    36    38    40    45    61    91\n",
-      "    37    40    32    35    35    36    39    34    36    39    43    56    79\n",
-      "    34    42    36    35    35    34    40    36    37    36    39    51    69\n",
-      "    38    41    37    36    35    35    42    39    38    36    41    51    64\n",
-      "    45    37    36    37    37    37    39    37    35    36    46    56    62\n",
-      "    45    37    39    36    37    39    41    40    36    38    46    54    72\n",
-      "    50    35    36    37    39    39    43    41    38    39    49    58    78\n",
-      "    61    37    35    36    39    39    44    41    40    39    54    66    89\n",
-      "    66    41    35    34    38    40    41    37    39    40    59    77   105\n",
-      "    53    37    35    34    37    41    39    35    39    42    64    89   120\n",
-      "    35    31    33    35    36    39    38    35    38    45    65    96   126\n",
-      "    28    31    31    33    35    36    37    34    36    45    61    95   119\n",
-      "    28    34    29    31    34    36    35    33    34    43    55    89   109\n",
-      "    31    31    30    31    33    35    35    32    34    44    55    79    91\n",
-      "    30    30    30    31    32    33    34    33    38    48    54    66    72\n",
-      "    29    29    29    29    31    32    31    32    39    52    62    64    61\n",
-      "    29    30    29    29    30    31    31    31    35    51    71    72    62\n",
-      "    30    31    30    29    29    30    32    31    33    44    70    73    63\n",
-      "    30    31    30    29    29    31    30    31    33    38    61    67    66\n",
-      "    29    30    30    29    29    31    29    30    33    33    49    56    63\n",
-      "    27    29    29    28    29    31    31    29    31    28    39    42    54\n",
-      "    30    28    27    30    31    27    28    31    28    31    34    38    48\n",
-      "    24    25    25    27    27    25    27    30    28    29    29    32    39\n",
-      "    25    25    24    25    26    25    24    27    27    27    27    28    33\n",
-      "    28    27    24    25    27    25    23    26    26    26    26    27    30\n",
-      "    26    27    26    24    24    25    25    25    25    25    26    28    27\n",
-      "    24    27    28    24    23    25    25    24    25    25    27    30    28\n",
-      "    34    30    28    26    25    25    25    23    25    24    27    31    28\n",
-      "    47    32    25    27    28    24    25    22    25    23    24    28    24\n",
-      "    68    40    29    32    35    24    23    24    25    24    25    26    25\n",
-      "    77    62    43    38    44    33    26    25    24    25    26    27    26\n",
-      "    93    83    61    50    50    37    31    27    24    24    25    25    25\n",
-      "    88    95    87    60    45    41    35    31    26    23    23    24    25\n",
-      "    78    89    98    84    64    44    36    34    29    24    23    25    26\n",
-      "    85    84    90   102    96    60    39    36    30    26    25    25    24\n",
-      "    90    91    89    95    98    79    51    41    31    29    28    25    23\n",
-      "    93    88    89    88    86    76    66    48    34    32    31    26    25\n",
-      "    96    99    92    87    76    73    77    64    39    36    35    51    71\n",
-      "    93    88    80    87    88    80    76    68    49    29    41    58   103\n",
-      "    71    69    79    85    84    80    75    73   101    50    38    43    77\n",
-      "    83    63    69    75    77    72    75    74   135   115    42    34    47\n",
-      "   112    95    69    59    72    71    72    70    99   153    66    35    44\n",
-      "    87    93   107    89    65    64    72    71    68   129   118    55    43\n",
-      "    90    95    91    97    91    67    67    61    61    77   137    95    55\n",
-      "    92    92    92    93    85    86    81    64    62    59   120   140    93\n",
-      "    93    95    90    92    82    83    87    79    60    51    92   144   132\n",
-      "   102    99    99    96    89    89    85    81    72    50    82   129   141\n",
-      "    97    93    98    90    90    88    78    76    76    61    81   118   141\n",
-      "   108   102   101    89    89    89    80    70    63    63    74   111   135\n",
-      "   105   107   101    93    94    97    85    70    59    58    63    95   121\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   104   109    99    93    92    95    90    81    72    55    51    67    98\n",
-      "    97   105   100    98    97    99   100    93    82    62    46    48    78\n",
-      "   101   108   107   104   104   102    98    95    86    83    60    52    67\n",
-      "   101   103   103   111   112   105   104   103   100    95    86    72    56\n",
-      "    98    98    95   100   104   101   103   103    93    95    97    86    65\n",
-      "    86    86    86    93   103   107   102   105    89    93    98    92    73\n",
-      "    82    80    84    88    97    99    96   101    90    89    90    90    83\n",
-      "    84    83    88    88    91    90   107   107   102    91    85    85    77\n",
-      "    85    82    88    87    92    93   101    96    98    91    92    96    82\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    73    77    76    75    73    68    58    56    61    63    60    65    64\n",
-      "    72    73    76    74    70    66    60    53    51    51    59    58    55\n",
-      "    72    71    73    74    74    69    59    52    53    60    61    59    60\n",
-      "    70    77    78    78    78    76    66    58    57    62    62    65    65\n",
-      "    83    79    88    90    87    92    96    88    75    77    79    76    73\n",
-      "   101   109   123   132   133   137   139   135   128   117   112   107   103\n",
-      "   156   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   167   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   197   203   204   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   195   196   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   199   201   208   211   214\n",
-      "   132   147   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   134   158   166   165   178   193   198   201   199   202   202   212\n",
-      "    94   108   124   151   160   166   187   198   187   191   198   196   196\n",
-      "   104   112   123   122   132   164   167   160   185   189   183   184   188\n",
-      "    75    94   106   122   117   113   133   150   159   163   173   175   173\n",
-      "    63    82   106   116   128   130   131   140   150   154   160   172   172\n",
-      "    74    84   103   113   131   140   143   149   155   158   164   173   172\n",
-      "    71    86   105   114   129   136   143   157   170   170   175   181   179\n",
-      "    65    89   106   112   125   138   150   164   173   183   188   193   191\n",
-      "    69    84   107   116   130   143   157   168   173   181   189   196   201\n",
-      "    62    85   110   118   126   135   149   166   177   184   194   203   208\n",
-      "    75    93   108   109   121   133   147   162   171   190   203   210   213\n",
-      "    73    83   103   114   133   143   148   157   167   176   193   204   210\n",
-      "    69    91   114   123   139   142   141   153   165   184   196   203   211\n",
-      "    74    87   108   120   131   158   153   161   171   177   190   199   203\n",
-      "    74    85    99   114   141   143   161   169   157   176   189   204   209\n",
-      "    73    82   104   115   122   138   141   154   167   168   178   191   201\n",
-      "    73    81   100   121   120   121   141   170   172   187   197   199   202\n",
-      "    65    75   110   115   119   131   145   132   129   138   139   145   170\n",
-      "    64    80   102   110   117   144   108    71    73    74    60    74   122\n",
-      "    55    74    90   113   125   114    98    76    66    62    55    76   110\n",
-      "    59    65    86    92   115   122   123   116    97    97    97    80    86\n",
-      "    46    53    74    79   108   127   130    93    69    58    69    67    83\n",
-      "    53    51    63    81   104   116    87    78    99   105    81    52    82\n",
-      "    53    72    64    73    96   111    83    82    96    98   101    79    92\n",
-      "    61    81    82    98   103    64    51    41    54    70    70    71    73\n",
-      "    84   102    93   104    87    47    61    40    44    69   164    96    78\n",
-      "   108   116   106    97    77    80   115   102    93   152   191   156   118\n",
-      "   138   124   133   105   100    83    92   107   144   159   153   149   155\n",
-      "   115   110   100   100   121   111    86    89    84    90   101   115   136\n",
-      "   125   122   127   108   130   126   118   117   122   115   101   106   134\n",
-      "   128   129   163   123   127   129   125   117   112   108   125   167   167\n",
-      "   118   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   110   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   110   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   112   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   110   148   146   163   164   165   169   168   181   188   176   168   140\n",
-      "   103   123   146   163   163   169   168   172   179   186   178   156   105\n",
-      "   104   109   132   149   158   150   166   180   182   183   141    98    64\n",
-      "   107   104   103   122   147   155   166   183   175   148   127    81    47\n",
-      "   113    98    94   113   130   154   165   163   140   131   140    77    41\n",
-      "   118    83    86   105   131   149   162   147   147   170   152    81    47\n",
-      "   113    89    83   105   133   145   146   142   160   166   177   143    97\n",
-      "    98    80    76   100   117   130   140   159   149   163   168   164   156\n",
-      "    82    84    78    93   122   116   137   159   131   159   166   149   168\n",
-      "    76    83    91   104    96   103   130   136   117   140   165   146   171\n",
-      "    60    70    96   112    89    95    96   130   110   107   146   139   153\n",
-      "    50    67    93   103    68    74    69   114   105    82   107   102   113\n",
-      "    46    52    85   104    60    36    33    65    86    55    56    55    67\n",
-      "    44    46    71    87    52    30    37    33    43    44    34    35    38\n",
-      "    51    38    69    87    54    36    40    38    38    47    45    48    35\n",
-      "    55    40    69    94    65    51    47    51    52    52    62    70    53\n",
-      "    47    39    60    98    85    78    70    65    68    82    80    83    74\n",
-      "    49    33    58    99    92    90    88    90    98   105   107   101    98\n",
-      "    41    31    49    87    89    97   102   108   117   137   147   146   144\n",
-      "    35    30    37    65    74    92   105   116   128   149   166   178   189\n",
-      "    30    30    28    44    52    71    86   102   119   149   165   178   188\n",
-      "    26    29    24    31    36    48    60    77    95   119   140   154   162\n",
-      "    27    28    25    29    29    33    40    50    63    88   104   113   119\n",
-      "    28    27    27    29    28    27    30    33    39    44    59    74    87\n",
-      "    25    25    27    28    27    26    29    29    29    30    37    38    39\n",
-      "    23    24    27    26    22    28    29    27    29    28    30    36    53\n",
-      "    25    25    24    24    31    22    28    24    23    33    71   146   144\n",
-      "    26    28    22    23    26    29    27    37    61   110   161   180   142\n",
-      "    26    24    24    28    22    27    53   103   156   162   164   169   154\n",
-      "    24    26    24    22    25    24    90   125   140   138   143   152   146\n",
-      "    22    24    25    23    26    39    99   119   126   142   122   143   142\n",
-      "    24    23    21    24    30    76   102   101   113   130   133   121   127\n",
-      "    29    27    26    30    42    81   102    98   115   132   113   114   124\n",
-      "    79    70    47    43    61    89   120   116   111   128   120   110   107\n",
-      "   107   117   112   109   106   105   117   120   127   137   122   107   102\n",
-      "    88   112   124   126   127   124   122   115   114   129   123   114   102\n",
-      "    61    90   112   120   130   132   125   117   116   126   124   120   108\n",
-      "    47    74    98   108   127   137   129   121   120   122   125   123   113\n",
-      "    47    59    78    90   119   140   136   121   113   119   126   121   114\n",
-      "    49    57    75    88   111   129   131   123   119   121   125   116   114\n",
-      "    56    48    63    76    96   113   123   117   114   108   123   118   118\n",
-      "    82    60    64    70    87    97   116   125   116   111   124   114   116\n",
-      "   109    67    56    63    83    96   113   117   114   109   116   113   114\n",
-      "   128    85    58    55    71    85   106   110   112   108   109   113   111\n",
-      "   139   113    81    61    67    79   100   108   108   101   103   106   102\n",
-      "   135   125    97    62    61    66    79    93    92    95   102   102    96\n",
-      "   121   128   108    67    59    57    62    82    89    90   101   101    92\n",
-      "   115   118   113    78    58    49    52    67    80    81    90    96    80\n",
-      "   112   113   123    99    69    54    55    58    67    77    81    93    72\n",
-      "   108   110   111   108    84    63    54    61    61    74    76    82    68\n",
-      "    88    94   100   107    93    69    51    56    61    74    76    81    66\n",
-      "    72    78    86   100    98    79    57    57    65    72    73    77    62\n",
-      "    80    72    73    83    89    81    63    58    62    67    67    72    58\n",
-      "    78    77    74    74    81    80    70    60    59    65    64    69    58\n",
-      "    83    81    79    75    80    81    76    65    62    67    64    68    59\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    58    60    62    61    62    65    68    65    68    66    69    71    74\n",
-      "    54    54    52    62    58    58    60    59    65    61    60    60    63\n",
-      "    56    57    56    58    57    57    60    60    65    61    62    64    68\n",
-      "    61    57    61    61    63    61    61    58    62    58    59    62    65\n",
-      "    82    69    67    66    63    62    60    58    64    63    64    64    67\n",
-      "    99    81    80    73    71    69    66    62    63    58    60    62    64\n",
-      "   142   130   142   137    94    80    68    64    67    62    65    70    69\n",
-      "   197   201   207   205   165   127    92    81    85    75    67    65    67\n",
-      "   210   220   226   229   205   197   149    83    79    74    63    73    72\n",
-      "   219   219   214   223   225   223   204   164   124    77    67    72    72\n",
-      "   212   220   222   221   234   235   230   230   208   147   113    91    85\n",
-      "   211   208   214   222   228   230   235   237   233   222   207   155   110\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   232   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   228\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   167   191   203   209   210   210   204   199   195   199   210   220   233\n",
-      "   140   161   190   208   210   213   208   209   208   205   195   202   217\n",
-      "   114   139   172   190   196   213   206   208   202   196   184   164   183\n",
-      "    90   107   142   166   187   194   194   198   180   174   148   103   133\n",
-      "    96    69   106   137   170   187   186   185   168   140    94    60    71\n",
-      "   122    74    71   119   171   179   173   162   127    97    66    50    53\n",
-      "   110   104    73    98   168   191   170   128    86    54    37    39    37\n",
-      "    78    95   113   119   163   195   145    79    74    69    71    83    74\n",
-      "   132   103   135   126   185   198   147    88    79    66    70    55    93\n",
-      "   151   102   122   126   176   210   182   127   102    54    61    70    75\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   103\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   181\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   142   130   123   121   142   166   200   215   136   133   163   191   211\n",
-      "   114   118   112   116   133   162   188   234   160   110   128   197   218\n",
-      "   114   119   106   114   133   156   189   220   205   124   114   132   201\n",
-      "   128   108    81    96   125   166   178   209   237   187   153   160   184\n",
-      "    92    60    50    66   120   166   186   210   238   233   204   168   175\n",
-      "    84    91    64    58   117   169   193   205   227   243   213   186   171\n",
-      "    97   126    92    64   109   168   196   204   215   235   239   182   161\n",
-      "    84   130   115    61    92   148   169   186   187   219   227   215   176\n",
-      "    54    72    73    62    60    97   123   143   144   175   218   223   195\n",
-      "    43    40    41    40    41    59    78    93   105   155   186   221   203\n",
-      "    87    60    36    40    45    40    50    89   141   113   149   203   198\n",
-      "   145   107    76    54    47    61   137   199   200   128   124   186   193\n",
-      "   160   130   122    96   108   134   183   202   217   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   102   138   136   105   147   177   177   163   193   199   202   207   176\n",
-      "    63    81    79    80   117   153   144   145   164   178   198   197   184\n",
-      "    41    40    37    54    70   103   110   120   138   152   182   180   167\n",
-      "    40    36    31    35    44    70    75    88   112   147   156   158   147\n",
-      "    45    42    47    43    43    60    78    42    72    93   138   145   140\n",
-      "    59    53    61    54    65    79    59    44    46   106   144   143   137\n",
-      "    97    93    91    88    82    85    62    41    74   148   148   143   137\n",
-      "   147   148   139   123   106   102    79    59   134   153   154   142   138\n",
-      "   196   193   185   175   149   129    82   123   158   161   138   145   138\n",
-      "   190   184   179   174   142   120   122   155   157   148   143   138   136\n",
-      "   168   168   162   151   136    99   124   133   143   146   144   139   136\n",
-      "   120   117   116   113    88    93   142    95   122   136   138   133   137\n",
-      "    84    68    63    64    60    71   112    80    87   114   123   139   136\n",
-      "    39    36    37    37    38    51    91    88    51    89   109   127   135\n",
-      "    85   105    78    45    37    37    64    79    38    56    88   106   130\n",
-      "   124   142   110    48    37    34    44    70    44    35    68    80   101\n",
-      "    88    93   108    55    34    30    30    55    49    25    54    68    66\n",
-      "    82    64    86    65    31    25    29    37    43    30    46    72    51\n",
-      "    92    54    67    54    29    24    27    26    34    31    35    64    49\n",
-      "   106    41    36    39    29    25    21    26    33    27    29    46    46\n",
-      "   126    56    33    29    29    25    21    26    31    26    30    33    37\n",
-      "   119    80    32    25    27    22    26    22    24    26    31    28    32\n",
-      "   111    93    38    25    25    25    23    23    25    27    26    25    26\n",
-      "   107    97    49    26    25    25    24    24    26    28    27    26    23\n",
-      "    95    88    56    30    25    25    25    25    26    28    28    27    25\n",
-      "    96    92    66    27    25    26    25    25    27    28    27    26    26\n",
-      "   100    94    74    28    26    27    27    27    27    28    27    26    24\n",
-      "   103    93    79    33    27    28    28    28    29    29    28    26    26\n",
-      "   113    99    84    36    27    28    29    29    29    29    28    26    27\n",
-      "   114    92    80    41    26    28    29    29    29    29    28    26    24\n",
-      "   111    96    79    46    26    28    29    29    29    28    27    25    24\n",
-      "   108    92    70    44    28    28    27    27    28    28    28    27    25\n",
-      "   105    89    66    48    29    27    26    27    28    28    28    27    26\n",
-      "    98    83    64    48    29    27    26    27    29    28    27    26    26\n",
-      "    93    78    67    47    30    28    26    28    29    28    26    25    27\n",
-      "    88    73    65    44    32    29    27    27    28    27    27    27    27\n",
-      "    74    61    53    38    31    29    27    28    28    27    27    28    28\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    65    55    46    39    29    28    28    30    30    27    27    28    28\n",
-      "    53    44    41    36    30    27    27    29    30    28    27    28    32\n",
-      "    50    41    39    35    31    28    27    29    29    28    28    29    30\n",
-      "    46    38    38    35    33    31    29    30    31    30    30    32    30\n",
-      "    45    39    39    36    32    30    29    29    30    30    30    31    31\n",
-      "    48    42    42    38    35    34    33    34    35    35    34    34    37\n",
-      "    50    45    44    39    41    41    41    42    43    42    41    40    46\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    74    70    71    69    71    67    66    67    67    63    58    60    62\n",
-      "    64    62    65    65    69    67    66    63    63    58    52    51    53\n",
-      "    69    67    69    67    70    66    65    63    62    57    49    47    49\n",
-      "    67    66    70    70    74    71    69    65    63    58    51    47    50\n",
-      "    70    68    71    69    72    68    64    67    63    58    51    47    50\n",
-      "    67    68    72    74    79    75    71    69    64    59    53    47    51\n",
-      "    72    72    74    74    78    72    66    71    65    61    55    48    51\n",
-      "    71    72    76    77    82    76    71    69    64    61    54    46    50\n",
-      "    75    76    77    79    77    82    76    69    66    60    53    49    53\n",
-      "    77    74    79    69    83    82    76    71    69    65    56    51    54\n",
-      "    71    76    80    82    79    80    73    71    71    68    60    54    57\n",
-      "    88    82    83    82    84    80    81    74    74    71    64    57    59\n",
-      "   144   105    94   102    91    80    84    81    79    75    68    60    61\n",
-      "   222   192   128   101    86    92    83    83    80    76    68    61    60\n",
-      "   239   226   186   117    94    91    88    84    80    75    68    60    60\n",
-      "   229   236   227   151   100    92    91    87    83    78    70    61    60\n",
-      "   232   225   220   182   118    95    91    86    84    77    70    62    61\n",
-      "   232   233   216   177   114    99    94    90    88    81    72    63    61\n",
-      "   228   231   220   167   129    99    91    92    91    83    74    64    61\n",
-      "   224   236   229   190   144   108    96    90    90    84    75    64    61\n",
-      "   224   228   235   213   163   115    99    89    91    85    76    65    61\n",
-      "   238   225   239   233   210   152   100    94    95    89    79    67    63\n",
-      "   240   232   226   238   232   198   108   101   102    94    82    70    65\n",
-      "   245   236   232   226   234   223   137   106   105    96    84    71    67\n",
-      "   230   240   226   228   232   235   161   103    99    98    88    75    66\n",
-      "   237   233   226   225   212   216   156   109    99    95    86    75    68\n",
-      "   228   233   227   231   210   183   144   135   106    94    88    76    65\n",
-      "   210   223   233   237   221   183   145   126    98    93    89    76    65\n",
-      "   237   227   232   245   233   199   151   113    94    97    92    78    70\n",
-      "   235   242   234   241   237   218   192   150   109    94    87    78    69\n",
-      "   219   223   229   241   246   231   200   186   130    97    83    76    65\n",
-      "   244   228   220   246   245   241   224   192   153   124    94    77    68\n",
-      "   224   235   225   239   243   245   232   208   153   125   103    81    68\n",
-      "   182   221   228   238   250   241   231   215   173   121    92    77    66\n",
-      "   119   180   224   236   245   241   242   228   188   123    93    72    68\n",
-      "    78   123   198   231   239   248   244   233   207   135    98    76    67\n",
-      "    48    94   184   227   230   242   240   237   212   167   128    83    73\n",
-      "    51    77   162   222   233   235   240   235   232   203   156   114    88\n",
-      "    90   116   187   227   230   224   232   235   235   222   183   136    86\n",
-      "   121   151   208   225   230   225   215   224   230   219   193   158    87\n",
-      "    69   156   217   224   226   219   208   210   226   221   196   147   104\n",
-      "   106   182   220   218   217   214   203   204   203   207   181   156    96\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   131    90\n",
-      "   165   205   205   203   195   182   185   168   171   145   123   118    95\n",
-      "   213   215   204   178   170   171   159   161   136   106    93   114    88\n",
-      "   215   216   201   167   145   127   140   154   111    89    82    85    69\n",
-      "   221   209   183   165   146   131   131   132   117    89    76    69    62\n",
-      "   203   207   167   144   133   126   121   110   104    88    79    68    59\n",
-      "   192   178   141   127   111   120   115   104    93    88    80    68    57\n",
-      "   183   153   127   113   105   117   111    98    87    81    76    64    59\n",
-      "   183   128   118   111   113   114    99    99    88    81    76    61    57\n",
-      "   180   116   114   114   120   108    88    86    75    75    72    60    54\n",
-      "   173   125   121   118   121   106    95    86    73    76    72    59    48\n",
-      "   157   127   117   111   109    95    91    81    70    73    72    60    55\n",
-      "   148   128   117   109   106    94    85    79    73    70    70    53    58\n",
-      "   137   124   117   105   103    95    82    72    71    65    70    52    68\n",
-      "   136   128   115   106   102    96    85    77    67    67    63    66    92\n",
-      "   127   122   114   108   102    95    84    75    72    66    54    81   111\n",
-      "   126   119   112   107    99    95    87    80    80    65    53    95   126\n",
-      "   129   121   112   105    97    95    89    83    79    60    61    96   113\n",
-      "   126   121   113   106    99    94    88    83    80    58    77    97    84\n",
-      "   125   119   113   106   101    95    90    85    84    60    88    97    56\n",
-      "   133   119   113   107   102    94    92    86    75    54    81    79    38\n",
-      "   139   120   116   110   103    92    91    89    63    46    73    62    36\n",
-      "   133   127   118   109   100    92    89    87    72    39    56    40    32\n",
-      "   134   128   120   112   102    95    91    91    76    33    39    32    30\n",
-      "   134   129   121   113   104    97    93    93    84    34    27    26    28\n",
-      "   133   129   121   113   104    97    94    94    94    46    26    28    26\n",
-      "   133   129   121   113   104    98    94    98    98    58    27    30    26\n",
-      "   134   131   123   115   106    99    96   102    98    68    26    28    25\n",
-      "   134   131   124   116   107   101    98   100    97    81    30    25    26\n",
-      "   133   130   123   116   107   101    98    96    97    94    37    25    27\n",
-      "   136   131   128   117   108   101    94    99    99    92    50    27    26\n",
-      "   132   134   132   121   112   104   102   102   103    96    68    27    26\n",
-      "   106   140   144   128   119   109   107   106   105    98    86    33    28\n",
-      "    63   129   150   132   124   118   111   110   105    99    94    49    32\n",
-      "    39    93   145   135   123   122   116   112   108   103    95    65    33\n",
-      "    39    54   133   144   129   124   117   114   111   108    95    69    30\n",
-      "    38    38   108   146   139   127   122   118   115   108    98    66    33\n",
-      "    27    35    79   138   146   136   131   125   118   107   102    63    39\n",
-      "    28    26    42    91   127   131   136   128   126   109    94    58    64\n",
-      "    29    29    30    46    67    95   131   139   101    73    56    53    78\n",
-      "    23    23    26    33    40    54    79    95    53    44    33    49    73\n",
-      "    24    25    25    29    33    37    46    42    32    55    39    61    71\n",
-      "    25    28    24    22    28    35    43    27    35    69    42    73    80\n",
-      "    23    25    26    27    29    30    34    34    42    70    57    93    86\n",
-      "    27    28    26    26    26    26    34    31    53    56    77   106    76\n",
-      "    29    30    25    25    27    28    36    39    82    53    94   117    77\n",
-      "    29    30    27    27    29    31    35    48    79    55    94    90    79\n",
-      "    29    29    27    27    29    32    35    58    72    73   102    72    90\n",
-      "    29    29    27    28    29    31    34    53    61    64    94    69    85\n",
-      "    29    29    29    29    29    30    33    34    39    40    51    50    53\n",
-      "    28    28    28    29    29    31    37    44    58    57    79    94    80\n",
-      "    28    27    27    28    29    35    44    82    82   104    95    76    98\n",
-      "    28    28    29    30    30    37    47    70    78    98    94    70    94\n",
-      "    29    31    32    32    31    37    47    49    65    85    87    82    89\n",
-      "    32    32    35    35    37    42    42    50    61    66    67    83    76\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    32    49    68    68    55    48    52    64    67    69    70    78    74\n",
-      "    51    89   115   121   113    98    94    96    93    90    88    83    74\n",
-      "    49    74    80    90   105   107   113   110   111   111   111   104    92\n",
-      "    44    57    57    61    68    71    84   100   109   112   114   111    98\n",
-      "    50    55    53    53    52    52    65    72    86    95    99   104   100\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    60    58    63    58    57    55    61    59    61    59    64    67    67\n",
-      "    53    52    55    51    52    50    55    53    54    53    55    58    58\n",
-      "    50    50    51    49    51    50    52    50    51    52    54    58    58\n",
-      "    53    51    49    48    49    49    50    49    50    50    52    56    56\n",
-      "    53    49    50    49    49    50    50    51    50    51    49    53    53\n",
-      "    53    49    52    51    49    52    51    53    52    53    52    54    54\n",
-      "    56    51    50    50    48    52    51    53    50    51    52    54    53\n",
-      "    56    53    51    53    51    56    54    56    52    54    52    53    52\n",
-      "    58    57    53    53    56    57    53    55    49    53    51    49    51\n",
-      "    59    59    56    55    57    58    55    57    51    53    51    48    49\n",
-      "    62    64    60    58    57    59    57    59    53    53    53    50    50\n",
-      "    65    67    62    60    57    60    58    59    54    54    56    52    51\n",
-      "    65    66    62    62    58    61    58    58    55    55    58    53    52\n",
-      "    64    64    62    63    59    62    58    57    56    56    59    55    54\n",
-      "    64    65    61    63    58    62    59    57    57    57    59    56    57\n",
-      "    63    65    61    62    57    62    59    57    58    57    58    56    57\n",
-      "    67    66    64    62    62    60    62    59    59    56    59    61    57\n",
-      "    67    66    66    64    64    61    62    59    59    57    60    62    59\n",
-      "    67    66    65    64    64    60    61    57    57    55    57    61    60\n",
-      "    66    65    64    64    65    61    61    56    56    54    55    60    60\n",
-      "    65    63    64    64    66    62    62    57    56    54    56    61    61\n",
-      "    65    61    63    62    64    62    62    57    56    53    56    61    60\n",
-      "    66    61    62    61    62    59    61    57    57    54    55    60    60\n",
-      "    68    63    63    61    61    59    61    59    59    56    57    61    61\n",
-      "    69    66    67    63    60    60    60    58    57    58    56    64    62\n",
-      "    70    63    65    62    60    59    59    58    57    57    57    63    60\n",
-      "    67    62    61    60    59    58    58    57    57    57    58    62    59\n",
-      "    68    66    59    59    59    58    57    56    57    57    58    61    59\n",
-      "    71    64    61    61    61    59    58    57    57    57    56    59    58\n",
-      "    65    64    64    64    62    60    59    58    58    57    54    58    58\n",
-      "    61    66    63    63    61    59    59    60    60    59    55    59    59\n",
-      "    62    63    60    60    58    58    59    62    63    61    58    62    61\n",
-      "    65    63    62    62    57    58    56    61    58    57    60    58    61\n",
-      "    61    61    63    63    59    60    58    61    57    55    57    56    59\n",
-      "    68    66    64    64    61    62    60    61    57    55    57    56    59\n",
-      "    57    67    64    64    63    63    62    62    60    59    60    59    60\n",
-      "    67    65    64    64    64    63    63    62    63    63    63    61    59\n",
-      "    72    70    64    63    63    61    62    61    64    65    67    63    60\n",
-      "    75    63    63    60    60    58    62    60    64    64    68    65    62\n",
-      "    75    71    61    57    57    55    62    60    63    63    66    66    63\n",
-      "    66    68    61    59    58    56    60    63    61    64    65    68    64\n",
-      "    65    66    60    56    55    54    59    62    60    63    65    67    64\n",
-      "    68    57    61    56    54    55    60    62    60    64    64    65    62\n",
-      "    62    61    62    57    55    56    61    62    60    65    62    64    62\n",
-      "    65    62    62    58    58    57    60    61    60    66    64    65    62\n",
-      "    69    56    61    60    60    58    60    62    61    66    62    66    63\n",
-      "    60    62    60    61    61    58    61    64    62    65    67    66    58\n",
-      "    60    59    58    59    59    56    59    64    62    62    60    63    62\n",
-      "    52    55    53    59    55    58    68    98   147    74    67    61    72\n",
-      "    55    59    55    51    60    56    65   104   150   125    61    62    94\n",
-      "    53    55    55    54    56    41    54    74    87   102    48    57   101\n",
-      "    52    55    50    53    41    33    47    48    37    48    40    59    92\n",
-      "    48    48    47    39    30    33    41    49    42    32    44    83   136\n",
-      "    53    49    39    31    28    30    42    51    39    31    58   102   145\n",
-      "    47    33    28    30    28    40    70    62    31    31    41    84   109\n",
-      "    50    29    27    29    29    61    99    76    39    29    29    43    55\n",
-      "    75    33    26    29    39    83   127   117    58    38    35    44    50\n",
-      "   106    40    26    34    52    88   150   170   139    98    79    78    64\n",
-      "   115    43    28    35    57    89   139   170   176   151   111    92    69\n",
-      "    79    34    34    44    63    86   122   164   167   143   126   112   104\n",
-      "    44    30    32    43    62    76   116   158   156   139   118   136   146\n",
-      "    35    32    44    57    74    72   109   130   134   127   109   140   161\n",
-      "    35    32    40    67    79    75   115   135   141   120   115   119   148\n",
-      "    35    37    46    69    67    82   113   124   136   122   133   108   141\n",
-      "    35    38    50    62    63    88   119   126   135   136   123   108   131\n",
-      "    35    36    47    66    65    93   119   116   132   142   125   121   133\n",
-      "    34    34    45    61    68    95   119   114   121   138   123   113   129\n",
-      "    32    35    45    48    69    93   116   123   112   122   114   102   117\n",
-      "    30    36    46    45    66    91   112   130   116   109   103    99   113\n",
-      "    29    35    47    55    62    93   111   126   127   111   104   104   117\n",
-      "    31    36    48    65    63    97   115   121   126   117   110   122   115\n",
-      "    33    39    49    66    66    99   120   121   116   119   110   130   119\n",
-      "    32    45    54    66    68   110   126   123   100   114   116   131   111\n",
-      "    36    50    53    61    72   109   127   119   113   112   119   119   117\n",
-      "    43    58    66    64    78   105   119   107   116   101   119   113   122\n",
-      "    53    68    76    69    85   108   116   107   116   102   114   117   120\n",
-      "    62    81    79    82   102   121   111   105   105   113   110   119   117\n",
-      "    65    91   106   103   108   124   115   116   105   115   112   119   120\n",
-      "    66    97   107   115   124   131   115   113   117   135   122   121   123\n",
-      "    69   100   103   109   116   124   119   115   121   122   134   124   120\n",
-      "    82    98   104   115   118   121   128   124   123   132   132   127   124\n",
-      "    68    75    96   103   107   110   130   138   144   145   143   131   119\n",
-      "    49    68    76    67    77    89   107   112   133   147   148   138   127\n",
-      "    51    79    86    61    73    88    78    71    91   105   127   127   113\n",
-      "    57    76    82    61    78    91    68    74    84    75    76    98    96\n",
-      "    66    88    81    68    84    89    60    73    78    62    81    81    75\n",
-      "    79   102    82    79    93    89    62    71    76    72    93    78    79\n",
-      "   103   108    79    89   103    90    73    79    80    79    89    71    77\n",
-      "   107    99    88   102   107    83    80    97    80    81    82    67    87\n",
-      "   109    92    91   102   103    83   100    96    77    96    91    81    88\n",
-      "   110    82   100   103   107    92   104   100    83    96    86    93    90\n",
-      "    85    81    84   122    93    93   112    87    87   105    73    95    84\n",
-      "    98    60    71    94    87    94   112    92    88   107    85   107    84\n",
-      "   112    91   106    99    68    64    89    93   104   109    92   107    85\n",
-      "    95    87   114   117   113    92    58    72    87   105    99   104    95\n",
-      "    66    86   107   145   120   122    84    73    51    78   106   100   100\n",
-      "    55    70   100   145   128   114    94    96    79    52    50    85    98\n",
-      "    62    72   105   150   148   124   113   107    94    96    59    61    88\n",
-      "    68    68    98   134   149   112   121   114   100   119    85    47    66\n",
-      "    86    84   108   138   158   118   130   127   113   127   104    55    41\n",
-      "    91    94   119   145   164   129   124   119   113   121   109    73    38\n",
-      "    98   109   132   148   163   140   123   113   115   121   114    77    46\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    69    66    68    67    68    62    59    58    57    55    53    54    57\n",
-      "    61    58    60    59    59    55    53    51    50    48    45    46    49\n",
-      "    61    58    61    59    59    56    54    53    51    48    45    46    49\n",
-      "    59    57    60    59    59    57    55    53    51    47    44    45    49\n",
-      "    56    55    59    57    58    57    55    53    50    45    42    45    50\n",
-      "    58    56    60    59    59    58    57    55    52    47    44    47    53\n",
-      "    56    55    58    57    57    56    55    55    52    46    43    46    52\n",
-      "    54    53    56    55    55    55    55    56    54    48    44    47    52\n",
-      "    53    52    52    52    50    53    52    54    49    46    41    45    50\n",
-      "    51    51    51    52    50    53    53    54    49    46    40    45    50\n",
-      "    52    52    52    53    51    53    53    54    49    45    39    44    50\n",
-      "    52    53    53    53    50    52    52    54    48    44    38    44    50\n",
-      "    53    52    52    51    48    52    51    53    48    44    39    46    52\n",
-      "    55    53    52    51    48    51    51    53    48    46    41    47    52\n",
-      "    57    55    53    51    48    51    50    51    48    46    42    47    51\n",
-      "    58    55    52    50    47    50    49    50    47    46    41    46    50\n",
-      "    57    54    53    47    48    48    49    48    47    46    43    44    50\n",
-      "    59    54    52    46    46    48    49    48    46    45    42    43    48\n",
-      "    60    56    53    47    48    48    49    47    46    45    42    43    48\n",
-      "    61    56    54    49    51    48    48    47    45    44    41    42    47\n",
-      "    61    56    54    49    52    48    47    45    43    42    40    41    46\n",
-      "    61    57    55    51    53    49    48    45    43    43    41    42    47\n",
-      "    62    59    57    52    53    51    49    46    43    43    42    44    49\n",
-      "    63    59    57    50    50    50    48    44    42    41    41    43    49\n",
-      "    65    58    61    52    51    47    47    45    42    41    39    42    48\n",
-      "    63    57    59    51    51    47    46    44    42    41    39    40    45\n",
-      "    62    56    55    48    49    46    45    43    42    42    39    39    43\n",
-      "    61    55    52    46    48    47    45    43    43    42    39    39    44\n",
-      "    59    56    52    47    48    46    45    43    43    42    38    39    45\n",
-      "    57    55    51    47    48    45    44    42    42    41    37    39    45\n",
-      "    55    53    49    46    45    45    43    41    42    42    38    37    43\n",
-      "    54    51    47    44    42    46    43    41    43    43    38    36    41\n",
-      "    52    50    45    44    42    45    46    43    39    40    40    38    38\n",
-      "    51    49    45    44    44    44    44    41    39    40    40    40    41\n",
-      "    53    51    49    48    48    46    44    41    41    43    42    42    45\n",
-      "    55    53    53    52    53    48    46    43    44    46    43    42    46\n",
-      "    55    54    56    54    54    49    47    46    47    48    45    43    46\n",
-      "    57    55    59    55    55    51    50    49    49    51    48    46    48\n",
-      "    61    58    61    55    55    53    53    51    50    51    50    49    50\n",
-      "    63    58    61    54    54    53    54    51    48    48    49    48    48\n",
-      "    60    59    59    60    56    54    57    50    47    50    47    46    48\n",
-      "    62    60    59    58    52    50    54    55    53    49    47    46    44\n",
-      "    61    61    60    61    58    58    56    57    53    47    47    48    45\n",
-      "    62    61    58    58    55    57    53    54    53    50    49    46    45\n",
-      "    61    59    58    60    59    55    55    57    52    48    46    43    47\n",
-      "    62    61    60    61    57    61    54    55    50    46    46    44    50\n",
-      "    61    79   109   139   151   117    67    48    51    49    48    45    47\n",
-      "    76   111   158   200   217   226   116    55    51    46    44    42    44\n",
-      "   107   134   165   205   221   230   179   137   148   114    54    55    51\n",
-      "   139   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   143   183   161   137    81    82   105   124   113   133   144   177   218\n",
-      "   163   158   111    86    85    78    73    96   118   123   145   163   181\n",
-      "   124   109    81    91    82    65    97   143   178   147   127   122   137\n",
-      "    98    71    71    70    88   111   151   164   154   115    92    94    97\n",
-      "    76    46    49    50   115   156   136   107    94    72    59    95   124\n",
-      "    39    39    31    36    73   118   107    79    49    41    89   123    83\n",
-      "    44    33    31    24    33    61    55    31    41    71    70    54    45\n",
-      "    38    28    28    25    28    27    23    29    53    58    36    23    28\n",
-      "    42    33    34    39    33    25    38    60    57    36    24    23    23\n",
-      "    86    76    88    89    58    53    69    84    58    24    24    27    24\n",
-      "   133   127   146   125    74    72    85    93    62    33    29    22    20\n",
-      "   162   165   169   129    93    89    91    88    61    38    27    19    30\n",
-      "   165   165   149   114   107   109    94    74    51    33    22    28    55\n",
-      "   159   148   125   105   107   117   113    86    44    30    44    61    73\n",
-      "   145   142   110    91    97   113   123   101    52    49    81    76    72\n",
-      "   143   126   118    93    88   130   131   102    83    76    89    85    90\n",
-      "   133   122   110    97    89   118   149   107    77    86   149   165   148\n",
-      "   136   122   114   101    98    85   113    68    47    64   105   102    93\n",
-      "   129   124   112    96    79    50    41    30    28    23    53    62    45\n",
-      "   117   122    94    70    43    29    21    22    22    20    21    18    22\n",
-      "   112    98    75    42    28    25    24    26    21    16    17    17    19\n",
-      "    96    78    54    32    26    24    21    19    21    18    18    20    23\n",
-      "    91    73    42    25    23    21    17    20    19    15    17    19    23\n",
-      "   103    78    46    37    27    26    24    26    21    17    18    19    20\n",
-      "   108    81    49    47    41    36    29    25    19    18    24    23    21\n",
-      "   103    86    58    46    46    37    28    24    19    19    24    24    24\n",
-      "   102    91    70    47    39    32    25    24    24    21    20    21    25\n",
-      "   111    91    74    59    46    40    25    21    22    23    23    22    25\n",
-      "   119    95    70    63    51    41    26    20    21    23    26    25    26\n",
-      "   119   106    68    54    38    27    23    26    26    23    23    24    28\n",
-      "   104   107    92    45    28    22    24    23    24    25    32    31    26\n",
-      "   112    84    64    43    26    22    20    29    21    58    52    29    33\n",
-      "   106    76    35    26    21    25    26    18    21    60    78    33    31\n",
-      "    82    37    28    21    23    16    24    20    20    35    63    44    27\n",
-      "    48    30    23    22    20    26    26    22    25    35    76    63    26\n",
-      "    65    27    19    27    22    19    30    30    22    34    83    63    29\n",
-      "    85    74    36    20    26    32    38    37    26    61    82    59    25\n",
-      "    89    93    67    26    32    39    47    34    62    75    67    40    28\n",
-      "    72    81    77    38    41    49    50    54    69    61    43    32    26\n",
-      "    70    74    65    47    54    54    66    65    54    35    31    31    28\n",
-      "    80    74    50    44    48    44    43    38    33    30    38    34    31\n",
-      "    84    64    31    28    26    30    24    24    30    35    40    31    34\n",
-      "    86    53    27    29    28    27    30    33    34    36    42    32    33\n",
-      "    80    40    27    27    29    28    34    34    36    41    45    34    31\n",
-      "    78    38    32    29    32    27    38    38    41    42    40    34    35\n",
-      "    70    30    30    30    36    32    45    38    39    43    47    45    41\n",
-      "    56    29    28    36    36    33    43    43    41    46    51    47    41\n",
-      "    41    28    31    35    34    32    41    48    42    48    43    46    39\n",
-      "    39    34    31    35    42    34    41    51    48    49    41    47    42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    41    34    29    36    45    34    40    45    52    45    40    45    43\n",
-      "    40    34    35    43    46    43    44    45    54    50    45    50    47\n",
-      "    43    43    43    46    55    56    53    51    54    60    49    58    53\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    58    56    54    54    55    57    58    59    56    60    65    69    68\n",
-      "    52    50    49    49    50    51    51    51    49    53    57    59    58\n",
-      "    50    49    48    48    49    49    48    47    49    54    59    62    62\n",
-      "    53    51    49    49    50    50    48    47    44    51    58    63    63\n",
-      "    54    52    50    49    49    49    48    48    49    56    64    69    68\n",
-      "    56    54    52    51    50    50    50    51    50    55    61    65    64\n",
-      "    56    56    55    53    51    51    52    53    53    57    61    64    64\n",
-      "    54    54    54    53    51    50    51    53    57    60    62    65    65\n",
-      "    57    54    50    51    47    48    49    55    54    55    57    61    61\n",
-      "    57    54    50    52    48    49    50    55    58    58    59    62    62\n",
-      "    55    53    49    52    49    50    50    56    55    56    57    58    61\n",
-      "    53    52    49    52    48    49    49    54    53    54    55    55    61\n",
-      "    53    51    49    52    48    49    48    53    55    55    58    56    62\n",
-      "    53    51    49    52    48    48    48    53    55    54    58    56    63\n",
-      "    52    50    48    51    47    48    48    52    53    51    56    54    61\n",
-      "    51    49    47    50    46    47    47    52    54    51    56    53    60\n",
-      "    52    51    50    49    48    48    49    50    52    52    51    52    53\n",
-      "    53    52    51    49    48    47    48    49    52    52    50    50    51\n",
-      "    53    53    52    50    47    46    46    46    48    49    47    47    49\n",
-      "    52    52    51    49    47    45    44    45    46    47    46    46    48\n",
-      "    50    50    49    48    46    44    44    44    46    48    47    47    48\n",
-      "    49    49    48    47    46    45    44    43    44    48    49    48    49\n",
-      "    51    49    47    46    46    45    43    42    41    47    49    48    49\n",
-      "    53    50    47    46    46    45    43    41    41    48    51    49    48\n",
-      "    50    48    48    46    43    44    46    46    47    46    48    47    47\n",
-      "    50    48    48    47    45    44    45    43    45    45    47    46    46\n",
-      "    48    46    47    47    46    46    45    42    42    42    44    44    45\n",
-      "    48    46    47    48    48    48    46    43    40    40    43    43    45\n",
-      "    52    49    48    48    47    47    46    42    40    39    42    43    45\n",
-      "    50    46    45    45    44    44    43    41    40    39    41    41    43\n",
-      "    45    43    42    42    41    42    42    40    40    39    40    41    43\n",
-      "    46    44    43    43    41    41    42    40    39    38    39    40    43\n",
-      "    42    44    44    43    42    42    41    39    39    38    38    38    42\n",
-      "    43    43    43    42    42    42    41    40    39    39    40    39    42\n",
-      "    46    45    44    43    43    44    44    43    42    42    44    43    44\n",
-      "    49    48    46    46    46    46    45    44    44    44    46    45    45\n",
-      "    51    49    48    48    48    47    45    44    44    43    45    44    46\n",
-      "    53    51    49    49    50    49    46    45    45    43    45    45    47\n",
-      "    55    52    49    50    51    50    48    46    47    45    46    46    49\n",
-      "    55    51    47    48    49    49    47    46    46    45    46    46    48\n",
-      "    49    48    47    47    48    48    47    46    44    45    44    46    47\n",
-      "    48    47    46    46    46    46    46    45    44    44    44    46    48\n",
-      "    48    47    45    44    43    43    44    44    43    44    44    46    47\n",
-      "    47    46    45    44    42    42    42    43    43    43    44    46    47\n",
-      "    48    48    47    46    45    44    43    43    43    44    44    45    47\n",
-      "    50    49    49    48    47    45    44    44    43    44    43    44    46\n",
-      "    49    48    46    45    45    44    43    42    43    42    41    42    43\n",
-      "    47    45    42    41    41    41    41    40    41    41    39    40    40\n",
-      "    47    42    41    44    44    39    40    40    41    39    40    40    40\n",
-      "   130    65    45    38    39    44    41    41    41    40    40    40    41\n",
-      "   229   175    55    52    70    93   125    71    41    39    39    38    40\n",
-      "   214   214    83   101   145   155   198   153    41    38    38    37    38\n",
-      "   166   170   171   170   169   184   182   139    41    39    39    38    39\n",
-      "   120   146   182   206   169   169   167   109    38    37    38    37    39\n",
-      "   131   143   160   199   205   173   108    45    35    34    36    36    37\n",
-      "   112   143   184   186   214   216   205    96    35    34    36    36    37\n",
-      "    84    99    98    92   124   176   204   172    52    80    72    39    35\n",
-      "    47    71    58    42    56    79   118   148   101   122   149    83    37\n",
-      "    22    31    24    27    31    42    79   121   131   151   111    70    32\n",
-      "    24    25    26    28    39    92   139   168   150    87    85    43    34\n",
-      "    21    27    47    81   115   139   122   130    99    54    39    35    34\n",
-      "    49    87   111   127   144   146   100    83    53    29    26    30    31\n",
-      "   102   131   133   132   120   100    64    37    30    22    36    32    29\n",
-      "    93   129   114    96    66    39    36    26    29    28    30    25    32\n",
-      "    75   103   103   106    95    62    36    28    29    28    28    28    30\n",
-      "   123   136   141   151   198   196   126    31    28    27    28    28    30\n",
-      "   157   154   140   148   167   167   151    44    27    26    28    28    30\n",
-      "   119   112   112   117   103   106    96    29    27    26    28    28    30\n",
-      "    48    42    41    57    45    36    28    30    28    26    28    27    29\n",
-      "    18    26    17    16    20    27    28    25    27    26    27    26    28\n",
-      "    17    11    24    20    20    32    25    28    27    26    28    27    28\n",
-      "    22    20    14    21    25    31    27    26    27    26    29    28    30\n",
-      "    21    20    23    28    30    29    26    26    27    26    26    28    30\n",
-      "    22    22    25    29    30    28    27    28    27    27    27    28    30\n",
-      "    24    25    28    29    28    26    27    29    27    29    28    28    30\n",
-      "    26    27    28    29    28    27    28    30    27    29    29    28    30\n",
-      "    28    28    28    28    28    28    29    30    27    29    29    28    30\n",
-      "    28    28    28    28    28    29    29    30    28    29    28    29    31\n",
-      "    29    29    29    29    29    29    29    29    30    29    28    30    32\n",
-      "    29    30    30    30    29    29    29    29    31    29    28    31    34\n",
-      "    27    29    30    31    30    29    29    29    28    29    29    31    33\n",
-      "    28    29    30    31    30    29    29    29    29    31    31    33    35\n",
-      "    29    29    30    30    30    30    29    29    30    31    32    33    35\n",
-      "    29    29    29    30    30    30    29    29    30    31    31    32    34\n",
-      "    29    29    29    29    30    30    30    29    30    31    31    32    33\n",
-      "    28    29    29    30    30    30    31    31    32    33    33    33    34\n",
-      "    28    29    30    31    31    31    32    33    34    34    33    33    35\n",
-      "    28    29    31    31    31    31    33    34    34    34    33    33    34\n",
-      "    26    28    30    31    31    30    29    28    29    31    30    30    31\n",
-      "    28    28    29    30    30    29    29    29    29    31    31    31    33\n",
-      "    31    31    31    30    30    30    31    32    31    33    33    33    36\n",
-      "    31    31    30    30    30    30    31    32    32    33    33    34    36\n",
-      "    29    29    29    29    29    29    30    30    31    31    31    32    35\n",
-      "    31    30    30    31    31    32    32    32    32    33    33    36    39\n",
-      "    36    35    35    35    36    37    38    38    38    38    39    43    46\n",
-      "    40    39    38    38    40    41    42    43    43    43    44    48    51\n",
-      "    40    39    38    39    41    43    44    44    45    46    46    46    49\n",
-      "    39    38    38    38    39    42    44    45    46    47    46    47    50\n",
-      "    40    40    39    39    40    42    44    46    44    45    44    45    47\n",
-      "    36    36    35    35    35    37    38    39    35    37    36    36    38\n",
-      "    36    35    34    34    35    35    35    34    35    36    35    35    37\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    42    41    40    40    41    40    39    37    40    41    40    40    42\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    64    65    71\n",
-      "    55    56    64\n",
-      "    58    60    68\n",
-      "    58    59    66\n",
-      "    62    62    68\n",
-      "    60    61    67\n",
-      "    61    62    68\n",
-      "    61    61    67\n",
-      "    58    59    68\n",
-      "    60    62    70\n",
-      "    62    65    72\n",
-      "    61    66    70\n",
-      "    60    64    67\n",
-      "    58    63    66\n",
-      "    55    60    65\n",
-      "    51    58    64\n",
-      "    52    55    62\n",
-      "    51    54    60\n",
-      "    51    55    62\n",
-      "    51    56    63\n",
-      "    51    56    63\n",
-      "    51    56    64\n",
-      "    50    56    64\n",
-      "    49    54    62\n",
-      "    48    52    63\n",
-      "    47    50    61\n",
-      "    46    49    59\n",
-      "    47    49    59\n",
-      "    46    48    58\n",
-      "    45    46    55\n",
-      "    44    46    55\n",
-      "    45    47    56\n",
-      "    47    47    53\n",
-      "    45    46    53\n",
-      "    46    47    55\n",
-      "    47    48    56\n",
-      "    47    48    55\n",
-      "    48    48    56\n",
-      "    49    49    56\n",
-      "    48    48    56\n",
-      "    46    49    55\n",
-      "    46    49    55\n",
-      "    46    48    55\n",
-      "    46    48    54\n",
-      "    45    48    54\n",
-      "    44    47    53\n",
-      "    42    44    51\n",
-      "    39    42    49\n",
-      "    40    41    49\n",
-      "    42    43    51\n",
-      "    41    42    51\n",
-      "    39    41    49\n",
-      "    39    41    50\n",
-      "    39    41    49\n",
-      "    38    38    46\n",
-      "    37    36    44\n",
-      "    36    40    44\n",
-      "    35    42    46\n",
-      "    35    34    43\n",
-      "    36    41    41\n",
-      "    31    32    44\n",
-      "    36    35    44\n",
-      "    34    34    37\n",
-      "    30    36    43\n",
-      "    33    34    41\n",
-      "    32    32    39\n",
-      "    32    32    38\n",
-      "    31    32    38\n",
-      "    31    32    39\n",
-      "    30    31    39\n",
-      "    30    31    38\n",
-      "    30    31    38\n",
-      "    28    31    39\n",
-      "    29    32    39\n",
-      "    31    33    39\n",
-      "    32    34    38\n",
-      "    32    34    38\n",
-      "    32    34    39\n",
-      "    32    35    41\n",
-      "    32    35    42\n",
-      "    34    37    43\n",
-      "    35    38    44\n",
-      "    35    37    43\n",
-      "    33    35    41\n",
-      "    33    35    41\n",
-      "    34    36    42\n",
-      "    34    37    43\n",
-      "    34    37    43\n",
-      "    32    36    41\n",
-      "    34    38    43\n",
-      "    37    40    46\n",
-      "    36    38    44\n",
-      "    34    36    42\n",
-      "    38    40    46\n",
-      "    46    48    54\n",
-      "    51    52    58\n",
-      "    52    57    63\n",
-      "    52    56    62\n",
-      "    49    52    57\n",
-      "    39    41    45\n",
-      "    37    38    42\n",
-      "    42    43    47\n",
-      "\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "I = imread('einstein.jpg')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "imagesc(I);"
    ]
@@ -4556,20 +1269,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "colormap gray;\n",
     "imagesc(I);"
@@ -4586,3287 +1288,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "  102x120x3 uint8 array\n",
-      "\n",
-      "I(:,:,1) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    55    47    46    45    45    46    43    43    44    47    49    48    49\n",
-      "    52    43    41    40    38    38    35    35    37    41    43    43    44\n",
-      "    50    42    40    38    36    36    34    33    34    37    40    41    42\n",
-      "    51    43    41    39    37    37    35    35    34    37    40    42    44\n",
-      "    52    43    41    39    36    36    33    33    33    35    39    41    44\n",
-      "    51    43    41    39    37    37    35    35    34    36    39    42    44\n",
-      "    50    43    42    41    39    39    38    38    36    38    41    43    45\n",
-      "    51    43    43    41    38    38    36    36    37    38    40    42    44\n",
-      "    50    45    42    40    37    37    37    36    36    38    40    44    47\n",
-      "    50    45    43    42    39    38    38    36    37    39    42    45    48\n",
-      "    50    46    44    43    41    39    38    36    37    40    43    46    49\n",
-      "    50    46    44    44    41    40    39    36    37    40    43    47    50\n",
-      "    51    46    44    43    40    39    39    37    37    41    45    49    52\n",
-      "    52    47    44    42    40    39    39    38    38    42    47    52    55\n",
-      "    52    47    44    43    40    40    40    38    39    44    49    54    58\n",
-      "    51    47    45    44    41    40    40    38    39    44    50    56    59\n",
-      "    51    46    44    43    40    39    40    40    40    45    55    57    64\n",
-      "    52    46    43    43    41    40    41    41    41    45    53    56    64\n",
-      "    54    47    43    43    41    41    42    41    42    47    57    63    69\n",
-      "    55    48    43    43    42    42    42    41    43    50    62    70    73\n",
-      "    55    48    44    45    45    44    44    42    44    50    62    71    73\n",
-      "    55    48    45    46    46    47    47    46    45    53    66    77    76\n",
-      "    57    50    46    47    46    47    48    48    48    57    70    81    79\n",
-      "    59    52    47    46    45    46    48    48    51    59    69    78    76\n",
-      "    61    53    49    46    46    47    47    50    53    58    71    82    80\n",
-      "    62    54    49    46    46    48    48    51    52    61    74    82    75\n",
-      "    62    54    49    46    46    49    49    53    53    63    74    84    72\n",
-      "    62    54    49    46    48    51    52    56    56    65    76    88    69\n",
-      "    62    54    50    47    50    54    55    59    59    70    78    83    59\n",
-      "    63    55    51    50    53    57    58    61    59    71    72    65    45\n",
-      "    63    55    52    51    55    58    58    61    59    67    62    53    43\n",
-      "    62    55    52    52    55    58    57    60    59    63    59    56    52\n",
-      "    64    58    54    51    54    57    56    61    61    60    59    75    54\n",
-      "    62    56    53    51    54    57    57    62    58    53    59    70    50\n",
-      "    68    60    56    53    53    56    55    59    59    53    65    68    54\n",
-      "    66    57    54    53    55    59    62    66    57    56    70    64    57\n",
-      "    74    62    57    54    53    58    60    61    55    61    74    67    60\n",
-      "    70    57    53    53    54    61    64    64    54    65    78    76    70\n",
-      "    76    60    56    55    55    60    60    57    52    64    75    75    75\n",
-      "    75    59    56    56    57    62    62    57    56    66    72    68    77\n",
-      "    72    58    55    53    57    57    58    59    57    64    67    62    71\n",
-      "    72    58    55    53    57    58    61    63    60    57    58    50    50\n",
-      "    71    58    55    52    57    59    64    67    67    55    54    43    34\n",
-      "    71    57    54    52    57    61    66    69    72    59    56    44    32\n",
-      "    71    58    55    53    59    63    67    68    73    65    57    41    32\n",
-      "    72    60    57    55    60    64    68    70    77    71    55    37    33\n",
-      "    73    63    61    58    62    65    71    73    80    73    55    35    34\n",
-      "    74    65    64    60    62    66    73    77    79    71    54    36    35\n",
-      "    73    66    63    62    64    69    72    77    76    74    53    37    37\n",
-      "    75    68    65    64    66    71    73    79    80    75    51    42    48\n",
-      "    75    69    66    65    68    73    76    82    81    82    60    49    53\n",
-      "    76    70    68    66    68    73    77    83    84    82    72    71    78\n",
-      "    79    73    70    68    69    73    77    83    85    85    79    77    94\n",
-      "    80    74    72    70    71    76    80    88    88    90    87    85    96\n",
-      "    82    76    74    72    73    78    83    91    91    85    91   102    84\n",
-      "    86    80    77    74    74    78    82    89    86    83    87    80    39\n",
-      "    84    81    75    79    76    76    79    92    81    84    67    40    28\n",
-      "    87    83    76    75    70    75    79    84    80    59    38    28    27\n",
-      "    90    82    76    76    69    72    78    84    68    41    27    30    30\n",
-      "    93    82    77    77    73    75    76    70    42    32    33    40    41\n",
-      "    96    87    82    79    76    74    61    40    32    33    37    46    51\n",
-      "    98    89    88    84    74    55    41    28    38    38    40    49    56\n",
-      "    98    90    86    73    56    35    33    37    39    39    44    53    57\n",
-      "    98    95    78    46    34    33    39    38    44    43    50    55    54\n",
-      "   101    72    50    33    33    33    40    44    54    59    56    53    63\n",
-      "    78    48    33    30    38    38    40    44    54    58    64    67    72\n",
-      "    49    38    36    32    34    38    44    49    56    53    59    61    62\n",
-      "    43    39    39    34    34    41    47    49    53    51    63    68    67\n",
-      "    46    37    37    38    36    38    42    50    49    54    71    79    77\n",
-      "    44    38    37    39    35    38    39    44    48    58    70    74    73\n",
-      "    45    38    33    36    38    46    41    37    48    64    71    75    72\n",
-      "    42    34    35    43    39    40    39    47    55    72    72    75    71\n",
-      "    39    35    36    38    40    39    36    41    58    64    63    66    75\n",
-      "    39    34    34    36    39    36    33    39    54    62    62    62    65\n",
-      "    40    33    32    34    37    35    34    42    57    64    67    65    69\n",
-      "    42    34    32    33    35    34    36    48    66    71    73    70    75\n",
-      "    41    34    32    32    33    32    35    47    63    71    73    71    75\n",
-      "    38    34    33    32    31    29    30    40    53    67    70    69    71\n",
-      "    38    34    33    31    31    30    28    34    50    65    62    63    65\n",
-      "    39    36    34    31    32    32    30    33    48    62    54    59    68\n",
-      "    39    35    34    32    33    35    32    31    49    62    55    58    69\n",
-      "    41    36    34    32    33    36    35    37    38    42    40    47    56\n",
-      "    40    33    32    31    34    37    39    46    44    41    42    48    63\n",
-      "    39    32    30    32    34    37    41    50    43    43    53    53    59\n",
-      "    41    33    32    32    33    34    37    46    58    44    51    58    67\n",
-      "    40    33    32    32    33    34    36    44    59    54    61    59    59\n",
-      "    39    33    32    32    33    36    37    43    45    44    47    46    58\n",
-      "    41    35    33    32    33    36    37    42    45    42    43    45    55\n",
-      "    42    33    31    31    32    36    37    41    44    39    46    54    53\n",
-      "    41    32    30    30    30    33    34    37    40    44    44    46    50\n",
-      "    40    31    29    29    29    31    31    33    37    38    42    44    43\n",
-      "    40    31    30    29    29    30    30    32    35    34    41    45    41\n",
-      "    40    32    30    29    29    30    29    31    34    39    38    41    45\n",
-      "    40    31    29    29    28    29    29    31    31    33    36    42    45\n",
-      "    40    31    29    28    27    29    28    30    30    28    34    42    41\n",
-      "    40    31    29    28    27    28    28    30    29    36    34    34    40\n",
-      "    38    32    27    27    28    28    28    29    31    32    33    34    36\n",
-      "    37    32    27    26    27    27    27    28    28    29    31    34    36\n",
-      "    40    34    29    28    29    29    29    31    32    32    33    34    36\n",
-      "    39    34    29    27    28    29    30    31    39    37    36    35    36\n",
-      "    42    38    34    32    32    33    35    37    41    39    38    38    40\n",
-      "    47    44    41    39    39    40    43    44    43    42    43    45    45\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n",
-      "    51    53    52    52    54    55    57    60    61    63    68    68    67\n",
-      "    46    47    47    50    51    51    51    53    53    55    59    57    58\n",
-      "    45    47    47    49    50    49    49    51    52    54    59    56    58\n",
-      "    47    49    50    50    52    51    50    53    55    57    61    58    59\n",
-      "    47    49    50    52    53    52    51    52    54    56    59    60    60\n",
-      "    47    49    51    52    55    54    53    54    55    57    59    62    62\n",
-      "    48    51    53    53    57    57    56    59    61    62    64    63    63\n",
-      "    47    50    52    54    58    59    59    61    63    63    65    67    68\n",
-      "    47    48    52    54    54    61    62    63    64    69    65    72    74\n",
-      "    47    48    53    54    58    65    62    63    66    72    68    73    67\n",
-      "    48    49    53    58    59    64    62    65    69    75    73    79    71\n",
-      "    49    49    54    57    58    66    69    72    72    77    79    77    72\n",
-      "    51    52    56    63    65    69    69    75    77    83    86    82    81\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    54    55    60    69    70    72    73    86    88    83    74    74    97\n",
-      "    58    59    63    67    71    78    83    91    82    71    63    82    90\n",
-      "    59    61    65    75    77    81    79    70    53    61    83    92    82\n",
-      "    62    65    67    76    74    79    61    52    60    82    93    75    46\n",
-      "    65    71    74    77    80    72    53    61    83    88    79    56    55\n",
-      "    70    74    77    79    65    49    50    73    93    94    98   108   102\n",
-      "    74    78    81    81    62    48    62    85   111   124   143   147   150\n",
-      "    78    83    84    63    46    50    80   108   136   151   165   167   148\n",
-      "    82    80    74    46    42    64   103   133   151   148   141   132   130\n",
-      "    82    71    53    39    60    92   111   126   129   111    90    99    96\n",
-      "    79    63    41    45    69   108   124   125   102    87    91    97    95\n",
-      "    76    45    45    53    97   121   123    99    87   110   116   112   100\n",
-      "    65    38    44    77   111   124    99   102   122   131   116    91    74\n",
-      "    52    40    65   100   103    89   101   115    99    88    68    72    81\n",
-      "    43    51    93    93    90    83    87    75    69    59    68    82    79\n",
-      "    41    67   104    95    63    56    79    76    74    69    86    91    81\n",
-      "    53    91   100    65    52    61    81    79    67    74    76    79    84\n",
-      "    72   108    79    55    48    74    64    58    62    68    83    86    75\n",
-      "    84   108    50    52    62    68    53    49    67    78    82    78    65\n",
-      "    79    74    46    57    57    51    40    55    64    68    67    67    64\n",
-      "    58    48    46    54    47    44    45    55    51    48    48    52    52\n",
-      "    48    33    53    51    43    42    44    46    44    59    77    59    48\n",
-      "    44    32    49    43    45    48    46    37    35    55    73    66    53\n",
-      "    40    35    38    41    47    48    46    35    29    35    37    47    50\n",
-      "    40    38    37    48    54    47    43    33    29    33    33    32    40\n",
-      "    43    37    38    55    68    57    46    33    30    35    37    34    34\n",
-      "    48    35    38    63    82    66    47    33    34    39    37    35    33\n",
-      "    43    39    40    68    87    85    64    29    34    37    37    29    30\n",
-      "    34    38    40    69   101   113    72    32    40    42    35    33    32\n",
-      "    33    41    42    68   126   143    81    31    43    56    36    32    34\n",
-      "    38    42    42    73   146   147    86    35    48    74    41    29    34\n",
-      "    41    42    40    71   150   148    98    34    41    73    61    33    35\n",
-      "    45    47    43    70   144   148   107    32    31    50    66    44    41\n",
-      "    49    57    47    72   141   137   100    35    34    36    45    49    57\n",
-      "    50    64    47    61   148   139    98    34    31    38    36    47    71\n",
-      "    56    69    52    54   122   140    90    34    32    33    41    50    70\n",
-      "    55    69    48    52    83   145    90    37    31    35    44    50    70\n",
-      "    63    69    54    56    47   118   108    42    29    35    41    50    72\n",
-      "    83    63    67    49    38    73   125    80    40    33    35    44    65\n",
-      "    90    59    60    39    37    42    88    97    47    33    37    33    47\n",
-      "    65    47    41    41    31    34    41    57    44    31    33    31    33\n",
-      "    36    28    32    38    29    36    34    28    38    30    26    33    31\n",
-      "    31    28    26    27    31    27    29    29    26    29    30    31    32\n",
-      "    28    28    29    27    32    28    30    27    29    30    28    31    32\n",
-      "    29    30    30    32    40    38    36    27    27    29    30    30    31\n",
-      "    31    40    47    54    62    62    60    46    37    30    26    29    30\n",
-      "    43    57    72    69    68    64    71    64    51    38    31    30    30\n",
-      "    50    56    71    68    64    65    84    83    65    43    31    32    31\n",
-      "    51    51    64    75    66    57    66    66    57    45    37    33    31\n",
-      "    57    63    74    75    75    66    66    67    69    60    46    32    30\n",
-      "    61    72    75    75    85    77    69    70    80    69    45    32    29\n",
-      "    64    74    75    79    76    82    81    70    57    61    50    30    31\n",
-      "    67    69    69    79    81    82    82    80    59    47    41    33    28\n",
-      "    60    63    68    70    75    80    84    93    78    53    41    34    28\n",
-      "    67    67    71    71    70    76    78    85    87    65    43    32    30\n",
-      "    81    77    75    78    74    74    70    74    84    75    64    38    30\n",
-      "    79    79    78    77    79    74    73    78    81    78    87    57    37\n",
-      "    77    79    81    78    79    73    78    79    78    77    84    74    53\n",
-      "    75    83    90    82    75    70    81    76    83    89    81    81    67\n",
-      "    78    83    85    79    75    73    79    80    76    83    91    83    91\n",
-      "    66    68    73    73    81    83    85    83    80    83    80    97    91\n",
-      "    73    75    81    82    85    78    83    90    91    94    83    92    97\n",
-      "    82    83    89    84    90    81    81    85    89    99    92    86    90\n",
-      "    81    84    91    91    99    94    91    91    94    98    89    86    85\n",
-      "    74    83    89   101    99    98   104   107   102    98    93    90    91\n",
-      "    67    80    83    96    93    99   103   103   100    96   101    97    95\n",
-      "    73    90    91    94    97   101    92    97   110   101    90    93   101\n",
-      "    72    74    80    86    85    96    87    88   103   102   100    88    96\n",
-      "    50    57    70    79    72    73    79    84    84    82    80    74    86\n",
-      "    62    70    74    88    88    84   100   104    94   100   105    83    78\n",
-      "    55    68    75    70    90    87    90    95   104   114   111   114   104\n",
-      "    60    67    73    71    71    69    86    97   102   100   107   105   106\n",
-      "    54    59    66    70    73    76    83    91   106    95    90    90    92\n",
-      "    70    72    71    69    74    79    89    88    99    94    95    99    89\n",
-      "    66    66    71    64    71    76    86    83    98   102   103    99   101\n",
-      "    64    71    72    64    62    74    77    83    89    97   103   100   103\n",
-      "    60    60    67    67    65    70    76    77    81    87    95   106   107\n",
-      "    56    61    63    70    68    62    68    73    88    92    89    94    95\n",
-      "    52    58    58    68    72    69    75    75    81    88    87   100   102\n",
-      "    48    44    55    64    66    71    82    85    78    83    82    91    97\n",
-      "    47    45    55    62    66    73    76    84    86    88    78    96    99\n",
-      "    48    49    53    56    71    83    76    71    78    84    81    95    94\n",
-      "    45    40    48    48    58    75    81    71    73    74    86   107   101\n",
-      "    38    40    42    46    55    69    78    72    73    84    86    94    97\n",
-      "    38    40    40    51    55    58    69    80    82    79    74    88    93\n",
-      "    37    38    38    45    54    51    59    76    78    75    77    80    83\n",
-      "    37    38    40    36    48    48    50    60    63    70    83    84    82\n",
-      "    41    43    45    46    51    50    52    57    63    74    82    81    82\n",
-      "    46    48    50    56    56    56    61    66    72    81    82    73    79\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    62    63    61    58    63    66    69    70    71    72    76    76    81\n",
-      "    55    58    55    54    58    61    63    67    71    69    68    66    75\n",
-      "    54    58    53    54    57    61    58    60    65    69    75    77    80\n",
-      "    53    56    52    55    58    62    65    65    69    68    70    71    75\n",
-      "    54    57    55    59    62    65    68    68    74    76    83    86    88\n",
-      "    59    60    61    62    67    67    73    69    75    79    93   104   106\n",
-      "    64    61    65    62    71    72    77    78    89    92   106   126   145\n",
-      "    71    65    72    69    82    84    87    89   104   111   126   145   160\n",
-      "    77    70    71    71    75    70    80    90    99   116   125   127   139\n",
-      "    71    68    68    67    78    89    99   105   109   116   123   126   132\n",
-      "    73    73    82    92   102   113   113   111   112   116   127   134   135\n",
-      "    80    90   105   112   105   105   109   104   110   119   131   137   130\n",
-      "    94   113   118   100    73    67    70    85   108   119   124   124   117\n",
-      "   112   107    78    48    39    51    59    72    87    98   110   116   106\n",
-      "    72    55    40    36    42    50    56    71    81    85    87    90    99\n",
-      "    44    33    35    48    71    87   101    94    82    81    79    69    72\n",
-      "    39    46    57    69    82   105   115   111   102    99    78    59    64\n",
-      "    68    74    74    79    88   108   127   131   146    94    63    52    63\n",
-      "   106   100    83    72    80   107   116   145   136    90    69    54    58\n",
-      "   134    95    75    81    87    89   111   161   122    79    58    49    61\n",
-      "   128   116   104    87    78    85   126   125    98    70    58    49    60\n",
-      "   125   116    93    70    74    99   113   114    98    70    53    49    50\n",
-      "    85    76    73    70    82   100   109   112    87    74    67    54    55\n",
-      "    83    75    72    69    80   100   109   113   115    80    68    47    61\n",
-      "    85    73    75    71    92   116   116   131   109    95    76    60    72\n",
-      "    79    75    69    78   108   110   141   137   117    87    68    64    60\n",
-      "    80    66    74    79   101   125   134   122   123    99    74    74    66\n",
-      "    72    65    67    76    91   111   120   131   131   108    88    74    68\n",
-      "    76    77    66    79    84    93   109   128   144   123    93    76    85\n",
-      "    72    66    62    68    61    79   100   133   148   118    98    80    72\n",
-      "    65    58    57    61    57    71    95   117   122    98    79    81    76\n",
-      "    62    54    53    45    50    75    94   116    98    80    69    76    67\n",
-      "    55    49    49    45    52    70    83    99    77    71    79    79    68\n",
-      "    48    44    44    47    53    58    72    71    67    80    85    82    71\n",
-      "    45    49    49    51    54    55    66    63    66    80    88    81    72\n",
-      "    47    53    56    53    52    55    68    68    74    83    95    86    71\n",
-      "    47    45    49    50    50    56    74    69    82    91    95    84    73\n",
-      "    40    39    41    42    52    71    74    68    77    89   101    92    79\n",
-      "    35    38    38    36    49    70    60    57    63    80   103   104    92\n",
-      "    35    36    34    36    41    44    43    45    64    73    72    90   109\n",
-      "    33    35    35    34    39    35    36    41    46    55    71    83   108\n",
-      "    32    35    38    35    34    35    34    37    39    43    54    71   107\n",
-      "    34    35    37    36    32    37    38    37    37    38    45    63   102\n",
-      "    39    37    33    36    35    38    42    37    39    41    46    62    92\n",
-      "    38    41    33    36    36    37    40    35    37    40    44    57    80\n",
-      "    35    43    37    36    36    35    41    37    38    37    40    52    70\n",
-      "    39    42    38    37    36    36    43    40    39    37    42    52    65\n",
-      "    46    38    37    38    38    38    40    38    36    37    47    57    63\n",
-      "    46    38    40    37    38    40    42    41    37    39    47    55    73\n",
-      "    51    36    37    38    40    40    44    42    39    40    50    59    79\n",
-      "    62    38    36    37    40    40    45    42    41    40    55    67    90\n",
-      "    67    42    36    35    39    41    42    38    40    41    60    78   106\n",
-      "    54    38    36    35    38    42    40    36    40    43    65    90   121\n",
-      "    36    32    34    36    37    40    39    36    39    46    66    97   127\n",
-      "    29    32    32    34    36    37    38    35    37    46    62    96   120\n",
-      "    29    35    30    32    35    37    36    34    35    44    56    90   110\n",
-      "    32    32    31    32    34    36    36    33    35    45    56    80    92\n",
-      "    31    31    31    32    33    34    35    34    39    49    55    67    73\n",
-      "    30    30    30    30    32    33    32    33    40    53    63    65    62\n",
-      "    30    31    30    30    31    32    32    32    36    52    72    73    63\n",
-      "    31    32    31    30    30    31    33    32    34    45    71    74    64\n",
-      "    31    32    31    30    30    32    31    32    34    39    62    68    67\n",
-      "    30    31    31    30    30    32    30    31    34    34    50    57    64\n",
-      "    28    30    30    29    30    32    32    30    32    29    40    43    55\n",
-      "    31    29    28    31    32    28    29    32    29    32    35    39    49\n",
-      "    25    26    26    28    28    26    28    31    29    30    30    33    40\n",
-      "    26    26    25    26    27    26    25    28    28    28    28    29    34\n",
-      "    29    28    25    26    28    26    24    27    27    27    27    28    31\n",
-      "    27    28    27    25    25    26    26    26    26    26    27    29    28\n",
-      "    25    28    29    25    24    26    26    25    26    26    28    31    29\n",
-      "    35    31    29    27    26    26    26    24    26    25    28    32    29\n",
-      "    48    33    26    28    29    25    26    23    26    24    25    29    25\n",
-      "    69    41    30    33    36    25    24    25    26    25    26    27    26\n",
-      "    78    63    44    39    45    34    27    26    25    26    27    28    27\n",
-      "    94    84    62    51    51    38    32    28    25    25    26    26    26\n",
-      "    89    96    88    61    46    42    36    32    27    24    24    25    26\n",
-      "    79    90    99    85    65    45    37    35    30    25    24    26    27\n",
-      "    86    85    91   103    97    61    40    37    31    27    26    26    25\n",
-      "    91    92    90    96    99    80    52    42    32    30    29    26    24\n",
-      "    94    89    90    89    87    77    67    49    35    33    32    27    26\n",
-      "    97   100    93    88    77    74    78    65    40    37    36    52    72\n",
-      "    94    89    81    88    89    81    77    69    50    30    42    59   104\n",
-      "    72    70    80    86    85    81    76    74   102    51    39    44    78\n",
-      "    84    64    70    76    78    73    76    75   136   116    43    35    48\n",
-      "   113    96    70    60    73    72    73    71   100   154    67    36    45\n",
-      "    88    94   108    90    66    65    73    72    69   130   119    56    44\n",
-      "    91    96    92    98    92    68    68    62    62    78   138    96    56\n",
-      "    93    93    93    94    86    87    82    65    63    60   121   141    94\n",
-      "    94    96    91    93    83    84    88    80    61    52    93   145   132\n",
-      "   103   100   100    97    90    90    86    82    73    51    83   130   141\n",
-      "    98    94    99    91    91    89    79    77    77    62    82   119   141\n",
-      "   109   103   102    90    90    90    81    71    64    64    75   112   135\n",
-      "   106   108   102    94    95    98    86    71    60    59    64    96   121\n",
-      "   105   110   100    94    93    96    91    82    73    56    52    68    98\n",
-      "    98   106   101    99    98   100   101    94    83    63    47    49    78\n",
-      "   102   109   108   105   105   103    99    96    87    84    61    53    67\n",
-      "   102   104   104   112   113   106   105   104   101    96    87    73    57\n",
-      "    99    99    96   101   105   102   104   104    94    96    98    87    66\n",
-      "    87    87    87    94   104   108   103   106    90    94    99    93    74\n",
-      "    83    81    85    89    98   100    97   102    91    90    91    91    84\n",
-      "    85    84    89    89    92    91   108   108   103    92    86    86    78\n",
-      "    86    83    89    88    93    94   102    97    99    92    93    97    83\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    74    78    77    76    74    69    59    57    62    64    61    66    65\n",
-      "    73    74    77    75    71    67    61    54    52    52    60    59    56\n",
-      "    73    72    74    75    75    70    60    53    54    61    62    60    61\n",
-      "    71    78    79    79    79    77    67    59    58    63    63    66    66\n",
-      "    84    80    89    91    88    93    97    89    76    78    80    77    74\n",
-      "   102   110   124   133   134   138   140   136   129   118   113   108   104\n",
-      "   157   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   168   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   198   204   205   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   196   197   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   200   201   208   211   214\n",
-      "   132   149   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   136   160   168   165   178   193   198   201   199   202   202   212\n",
-      "    95   109   126   153   162   166   187   198   187   191   198   196   196\n",
-      "   105   113   124   124   134   164   167   160   185   189   183   184   188\n",
-      "    76    95   107   123   119   115   133   150   159   163   173   175   173\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    64    83   107   117   130   130   131   140   150   154   160   172   172\n",
-      "    75    85   104   114   133   140   143   149   155   158   164   173   172\n",
-      "    72    87   106   115   131   136   143   157   170   170   175   181   179\n",
-      "    66    90   107   113   127   138   150   164   173   183   188   193   191\n",
-      "    70    85   108   117   132   143   157   168   173   181   189   196   201\n",
-      "    63    86   111   119   128   135   149   166   177   184   194   203   208\n",
-      "    76    94   109   110   123   133   147   162   171   190   203   210   213\n",
-      "    74    84   104   115   135   143   148   157   167   176   193   204   210\n",
-      "    70    92   113   123   139   142   141   153   164   184   196   203   211\n",
-      "    75    88   109   120   131   158   153   161   170   177   190   199   203\n",
-      "    75    86   100   116   141   143   161   169   156   176   189   204   209\n",
-      "    74    83   105   117   124   138   141   154   166   168   178   191   201\n",
-      "    74    82   101   123   122   121   141   170   171   187   197   199   202\n",
-      "    66    76   111   117   121   133   145   132   128   138   139   145   170\n",
-      "    65    81   103   112   119   146   110    71    72    76    62    76   124\n",
-      "    56    75    91   115   127   116   100    78    65    64    57    78   112\n",
-      "    60    66    87    93   116   123   124   117    98    98    98    81    85\n",
-      "    47    54    75    80   109   128   131    94    70    59    70    68    84\n",
-      "    54    52    64    82   105   117    88    79   100   106    82    53    83\n",
-      "    54    73    65    74    97   112    84    83    97    99   102    80    93\n",
-      "    62    82    83    99   104    65    52    42    55    71    71    72    74\n",
-      "    85   103    94   105    88    48    62    41    45    71   166    97    79\n",
-      "   109   117   107    98    78    81   116   103    94   152   191   156   117\n",
-      "   139   125   134   106   101    84    93   108   145   159   153   149   154\n",
-      "   116   111   101   101   122   112    87    90    85    91   102   116   135\n",
-      "   126   123   128   109   131   127   119   118   123   116   102   107   133\n",
-      "   129   129   163   123   127   129   125   117   112   109   126   166   166\n",
-      "   119   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   111   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   111   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   113   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   111   148   146   163   164   165   169   168   181   189   176   168   140\n",
-      "   104   125   146   163   163   169   168   172   179   186   179   157   108\n",
-      "   105   111   134   149   158   150   166   180   182   183   143    99    65\n",
-      "   108   106   105   124   147   155   166   183   175   148   127    83    48\n",
-      "   114    99    96   115   132   154   165   163   140   131   140    79    43\n",
-      "   119    84    87   106   133   149   162   147   147   170   152    83    49\n",
-      "   114    90    84   106   134   147   146   142   160   166   177   145    99\n",
-      "    99    81    77   101   118   132   142   159   149   163   168   164   158\n",
-      "    83    85    79    94   123   117   139   161   131   159   166   149   170\n",
-      "    77    84    92   105    97   104   131   137   118   140   165   146   171\n",
-      "    61    71    97   113    90    96    97   131   111   107   146   139   153\n",
-      "    51    68    94   104    69    75    70   115   106    83   108   103   114\n",
-      "    47    53    86   105    61    37    34    66    87    56    57    56    68\n",
-      "    45    47    72    88    53    31    38    34    44    45    35    36    39\n",
-      "    52    39    70    88    55    37    41    39    39    48    46    49    36\n",
-      "    56    41    70    95    66    52    48    52    53    53    63    71    54\n",
-      "    48    40    61    99    86    79    71    66    69    83    81    84    75\n",
-      "    50    34    59   100    93    91    89    91    99   106   108   102    99\n",
-      "    42    32    50    88    90    98   103   109   118   136   146   145   143\n",
-      "    36    31    38    66    75    93   106   117   129   149   166   178   189\n",
-      "    31    31    29    45    53    72    87   103   120   149   165   178   188\n",
-      "    27    30    25    32    37    49    61    78    96   119   140   154   162\n",
-      "    28    29    26    30    30    34    41    51    64    88   104   113   119\n",
-      "    29    28    28    30    29    28    31    34    40    45    60    75    88\n",
-      "    26    26    28    29    28    27    30    30    30    31    38    39    40\n",
-      "    24    25    28    27    23    29    30    28    30    28    29    37    54\n",
-      "    26    26    25    25    32    23    29    25    24    33    71   147   145\n",
-      "    27    29    23    24    27    30    28    38    62   110   161   182   143\n",
-      "    27    25    25    29    23    28    54   104   157   162   164   171   156\n",
-      "    25    27    25    23    26    25    91   126   141   138   143   154   148\n",
-      "    23    25    26    24    27    40   100   120   127   142   122   145   144\n",
-      "    25    24    22    25    31    77   103   102   114   130   133   123   129\n",
-      "    30    28    27    31    43    82   103    99   116   132   113   116   126\n",
-      "    80    71    48    44    60    88   121   117   112   129   121   111   108\n",
-      "   108   118   113   110   105   104   118   121   128   138   123   108   103\n",
-      "    89   113   125   127   126   123   123   116   115   130   124   115   103\n",
-      "    62    91   113   121   129   131   126   118   117   127   125   121   109\n",
-      "    48    75    99   109   126   136   130   122   121   123   126   124   114\n",
-      "    48    60    79    91   118   139   137   122   114   120   127   122   115\n",
-      "    50    58    76    89   110   128   132   124   120   122   126   117   115\n",
-      "    57    49    64    77    95   112   124   118   115   109   124   119   119\n",
-      "    82    61    65    71    88    98   117   126   117   112   125   115   117\n",
-      "   109    68    57    64    84    97   114   118   115   110   117   114   115\n",
-      "   128    86    59    56    72    86   107   111   113   109   110   114   112\n",
-      "   139   114    82    62    68    80   101   109   109   102   104   107   103\n",
-      "   135   126    98    63    62    67    80    94    93    96   103   103    97\n",
-      "   121   129   109    68    60    58    63    83    90    91   102   102    93\n",
-      "   115   119   114    79    59    50    53    68    81    82    91    97    81\n",
-      "   112   114   124   100    70    55    56    59    68    78    82    94    73\n",
-      "   109   111   112   109    85    64    55    62    62    75    77    83    69\n",
-      "    89    95   101   108    94    70    52    57    62    75    77    82    67\n",
-      "    73    79    87   101    99    80    58    58    66    73    74    78    63\n",
-      "    81    73    74    84    90    82    64    59    63    68    68    73    59\n",
-      "    79    78    75    75    82    81    71    61    60    66    65    70    59\n",
-      "    84    82    80    76    81    82    77    66    63    68    65    69    60\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    59    61    63    62    63    66    69    66    69    67    70    72    75\n",
-      "    55    55    53    63    59    59    61    60    66    62    61    61    64\n",
-      "    57    58    57    59    58    58    61    61    66    62    63    65    69\n",
-      "    62    58    62    62    64    62    62    59    63    59    60    63    66\n",
-      "    83    70    68    67    64    63    61    59    65    64    65    65    68\n",
-      "   100    82    81    74    72    70    67    63    64    59    61    63    65\n",
-      "   142   130   142   137    95    81    69    65    68    63    66    71    70\n",
-      "   197   201   207   205   166   128    93    82    86    76    68    66    68\n",
-      "   210   220   226   229   205   197   149    82    80    75    66    76    73\n",
-      "   219   219   214   223   225   223   204   164   125    78    68    73    73\n",
-      "   212   220   222   221   234   235   230   230   209   148   114    92    86\n",
-      "   211   208   214   222   228   230   235   237   233   223   208   156   111\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   231   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   227\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   169   193   205   211   210   210   204   199   195   199   210   220   233\n",
-      "   142   163   192   210   210   213   208   209   208   205   195   202   217\n",
-      "   113   139   172   190   196   213   206   208   202   196   184   166   183\n",
-      "    89   107   142   166   187   194   194   198   180   174   150   105   133\n",
-      "    97    70   108   139   170   187   186   185   168   142    96    62    71\n",
-      "   123    75    72   120   171   179   173   162   129    99    68    51    54\n",
-      "   111   105    74    99   168   191   170   128    88    55    38    40    38\n",
-      "    79    96   114   120   163   195   145    81    75    70    72    84    75\n",
-      "   133   104   136   127   185   198   149    90    80    67    71    56    94\n",
-      "   150   103   123   127   176   212   184   128   103    55    62    71    76\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   102\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   180\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   141   129   122   120   142   166   200   215   136   133   163   191   211\n",
-      "   113   117   111   115   133   162   188   234   160   110   128   197   218\n",
-      "   113   118   107   115   133   156   189   220   205   124   114   132   201\n",
-      "   127   109    82    97   125   166   178   209   237   187   153   160   185\n",
-      "    91    61    51    65   120   166   186   210   238   233   204   168   176\n",
-      "    87    92    65    59   119   171   193   205   227   243   213   186   171\n",
-      "   100   127    93    65   111   170   196   204   215   235   239   182   161\n",
-      "    85   131   116    62    94   150   169   186   187   219   227   215   176\n",
-      "    55    73    74    63    61    99   123   143   144   175   218   223   195\n",
-      "    44    41    42    41    42    60    77    93   105   155   186   221   203\n",
-      "    89    61    37    39    46    41    49    88   141   113   149   203   198\n",
-      "   147   109    77    53    48    62   136   198   200   128   124   186   193\n",
-      "   162   132   122    95   109   135   182   201   216   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   103   139   137   106   147   177   177   163   193   199   202   207   176\n",
-      "    64    82    80    81   119   153   144   145   164   178   198   197   184\n",
-      "    42    41    38    55    71   104   111   120   138   152   182   180   167\n",
-      "    41    37    32    36    45    71    76    89   112   147   156   158   147\n",
-      "    46    43    48    44    44    61    79    43    72    93   138   145   140\n",
-      "    60    54    62    55    64    78    60    45    48   106   144   143   137\n",
-      "    98    94    92    89    83    86    63    42    73   147   148   143   137\n",
-      "   146   147   138   122   107   103    80    60   134   153   154   142   138\n",
-      "   196   193   185   175   151   131    84   125   158   161   138   145   138\n",
-      "   190   184   179   174   144   122   124   157   157   148   144   139   136\n",
-      "   168   168   162   151   138   101   126   135   143   146   145   140   136\n",
-      "   120   117   116   113    90    95   144    97   122   136   138   133   137\n",
-      "    85    69    64    65    61    72   113    81    87   114   123   139   136\n",
-      "    40    37    38    38    39    52    92    89    50    88   109   127   135\n",
-      "    86   106    79    46    38    38    65    80    39    57    89   107   130\n",
-      "   125   143   111    49    38    35    45    71    45    36    69    81   101\n",
-      "    89    94   109    56    35    31    31    56    50    26    55    69    67\n",
-      "    83    65    87    66    32    26    30    38    44    31    47    73    52\n",
-      "    93    55    68    55    30    25    28    27    35    32    36    65    50\n",
-      "   108    42    37    40    30    26    22    27    34    28    30    47    47\n",
-      "   128    58    34    30    30    26    22    27    32    27    31    34    38\n",
-      "   121    82    34    26    28    23    27    23    25    27    32    29    33\n",
-      "   112    94    39    26    26    26    24    24    26    28    27    26    27\n",
-      "   108    98    50    27    26    26    25    25    27    29    28    27    24\n",
-      "    96    89    57    31    26    26    26    26    27    29    29    28    26\n",
-      "    97    93    67    28    26    27    26    26    28    29    28    27    27\n",
-      "   101    95    75    29    27    28    28    28    28    29    28    27    25\n",
-      "   104    94    80    34    28    29    29    29    30    30    29    27    27\n",
-      "   114   100    85    37    28    29    30    30    30    30    29    27    28\n",
-      "   115    93    81    42    27    29    30    30    30    30    29    27    25\n",
-      "   112    97    80    47    27    29    30    30    30    29    28    26    25\n",
-      "   109    93    71    45    29    29    28    28    29    29    29    28    26\n",
-      "   106    90    67    49    30    28    27    28    29    29    29    28    27\n",
-      "    99    84    65    49    30    28    27    28    30    29    28    27    27\n",
-      "    94    79    68    48    31    29    27    29    30    29    27    26    28\n",
-      "    89    74    66    45    33    30    28    28    29    28    28    28    28\n",
-      "    75    62    54    39    32    30    28    29    29    28    28    29    29\n",
-      "    66    56    47    40    30    29    29    31    31    28    28    29    29\n",
-      "    54    45    42    37    31    28    28    30    31    29    28    29    33\n",
-      "    51    42    40    36    32    29    28    30    30    29    29    30    31\n",
-      "    47    39    39    36    34    32    30    31    32    31    31    33    31\n",
-      "    46    40    40    37    33    31    30    30    31    31    31    32    32\n",
-      "    49    43    43    39    36    35    34    35    36    36    35    35    38\n",
-      "    51    46    45    40    42    42    42    43    44    43    42    41    47\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    75    71    72    70    72    68    67    68    68    64    59    61    63\n",
-      "    65    63    66    66    70    68    67    64    64    59    53    52    54\n",
-      "    70    68    70    68    71    67    66    64    63    58    50    48    50\n",
-      "    68    67    71    71    75    72    70    66    64    59    52    48    51\n",
-      "    71    69    72    70    73    69    65    68    64    59    52    48    51\n",
-      "    68    69    73    75    80    76    72    70    65    60    54    48    52\n",
-      "    73    73    75    75    79    73    67    72    66    62    56    49    52\n",
-      "    72    73    77    78    83    77    72    70    65    62    55    47    51\n",
-      "    76    77    78    80    78    83    77    70    67    61    54    50    54\n",
-      "    78    75    80    70    84    83    77    72    70    66    57    52    55\n",
-      "    72    77    81    83    80    81    74    72    72    69    61    55    58\n",
-      "    89    83    84    83    85    81    82    75    75    72    65    58    60\n",
-      "   144   105    95   103    92    81    85    82    80    76    69    61    62\n",
-      "   222   192   128   102    87    93    84    84    81    77    69    62    61\n",
-      "   239   226   186   118    95    92    89    85    81    76    69    61    61\n",
-      "   228   236   227   152   101    93    92    88    84    79    71    62    61\n",
-      "   232   225   220   182   118    96    92    87    85    78    71    63    62\n",
-      "   232   233   216   177   114   100    95    91    89    82    73    64    62\n",
-      "   228   231   220   167   129   100    92    93    92    84    75    65    62\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   224   236   229   190   144   109    97    91    91    85    76    65    62\n",
-      "   224   228   235   213   163   116   100    90    92    86    77    66    62\n",
-      "   238   225   239   233   210   153   101    95    96    90    80    68    64\n",
-      "   240   232   226   238   232   199   109   102   103    95    83    71    66\n",
-      "   245   236   232   226   234   224   138   107   106    97    85    72    68\n",
-      "   230   240   226   228   232   235   161   104   100    99    89    76    67\n",
-      "   237   233   226   225   212   216   156   110   100    96    87    76    69\n",
-      "   228   233   227   231   210   183   144   136   107    95    89    77    66\n",
-      "   210   223   233   237   221   183   145   128    99    94    90    77    66\n",
-      "   237   227   232   245   233   199   151   115    96    99    93    79    71\n",
-      "   235   242   234   241   237   218   192   152   111    96    89    79    70\n",
-      "   219   223   229   241   246   231   200   188   132    99    85    77    66\n",
-      "   244   228   220   246   245   241   224   194   155   126    96    79    69\n",
-      "   224   235   225   239   243   245   232   208   153   127   104    82    69\n",
-      "   182   221   228   238   250   241   231   215   173   123    93    78    67\n",
-      "   119   180   224   236   245   241   242   228   188   125    94    73    69\n",
-      "    78   123   198   231   239   248   244   233   207   137   100    77    68\n",
-      "    49    95   184   227   230   242   240   237   212   169   130    84    74\n",
-      "    52    78   163   222   233   235   240   235   232   205   158   116    89\n",
-      "    91   117   188   227   230   224   232   235   235   224   185   138    87\n",
-      "   122   152   209   226   230   225   215   225   230   221   195   160    88\n",
-      "    68   156   217   224   226   220   209   210   226   221   196   147   106\n",
-      "   105   182   220   218   217   215   204   204   203   207   181   158    98\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   133    91\n",
-      "   165   205   205   203   195   182   185   168   171   145   125   119    96\n",
-      "   213   215   204   178   170   171   159   161   138   108    95   115    89\n",
-      "   215   216   201   167   145   127   140   156   113    91    83    86    70\n",
-      "   222   209   183   165   146   130   130   134   119    90    77    70    63\n",
-      "   204   207   167   144   133   125   120   112   105    89    80    69    60\n",
-      "   192   180   142   128   112   121   116   105    94    89    81    69    58\n",
-      "   183   155   128   114   106   118   112    99    88    82    77    65    60\n",
-      "   183   130   119   112   114   115   100   100    89    82    77    62    58\n",
-      "   180   118   115   115   121   109    89    87    76    76    73    61    55\n",
-      "   173   127   122   119   122   107    96    87    74    77    73    60    49\n",
-      "   157   129   118   112   110    96    92    82    71    74    73    61    56\n",
-      "   148   130   118   110   107    95    86    80    74    71    71    54    59\n",
-      "   137   126   118   106   104    96    83    73    72    66    71    53    69\n",
-      "   136   129   116   107   103    97    86    78    68    68    64    67    93\n",
-      "   127   123   115   109   103    96    85    76    73    67    55    82   112\n",
-      "   126   120   113   108   100    96    88    81    81    66    54    96   127\n",
-      "   129   122   113   106    98    96    90    84    80    61    62    97   114\n",
-      "   126   122   114   107   100    95    89    84    81    59    78    98    85\n",
-      "   125   120   114   107   102    96    91    86    85    61    89    98    57\n",
-      "   133   120   114   108   103    95    93    87    76    55    82    80    39\n",
-      "   139   121   117   111   104    93    92    90    64    47    74    63    37\n",
-      "   133   126   119   110   101    93    90    88    73    40    57    41    33\n",
-      "   134   127   121   113   103    96    92    92    77    34    40    33    31\n",
-      "   134   128   122   114   105    98    94    94    85    35    28    27    29\n",
-      "   133   128   122   114   105    98    95    95    95    47    27    29    27\n",
-      "   133   128   122   114   105    99    95    99    99    59    28    31    27\n",
-      "   134   130   124   116   107   100    97   103    99    69    27    29    26\n",
-      "   134   130   125   117   108   102    99   101    98    82    31    26    27\n",
-      "   133   129   124   117   108   102    99    97    98    95    38    26    28\n",
-      "   136   131   128   117   109   102    95   100   100    93    51    28    27\n",
-      "   132   134   132   121   113   105   103   103   104    97    69    28    27\n",
-      "   106   140   144   128   120   110   108   107   106    99    87    34    29\n",
-      "    64   129   150   132   124   119   112   111   106   100    95    50    33\n",
-      "    40    93   145   135   123   123   117   113   109   104    96    66    34\n",
-      "    40    55   133   144   129   124   118   115   112   109    96    70    31\n",
-      "    39    39   108   146   139   127   122   119   116   109    99    67    34\n",
-      "    28    36    79   138   146   136   131   126   119   108   103    64    40\n",
-      "    29    27    43    92   128   132   137   129   127   110    95    59    65\n",
-      "    30    30    31    47    68    96   132   140   102    74    57    54    79\n",
-      "    24    24    27    34    41    55    80    96    54    45    34    50    74\n",
-      "    25    26    26    30    34    38    47    43    33    56    40    62    72\n",
-      "    26    29    25    23    29    36    44    28    36    70    43    74    81\n",
-      "    24    26    27    28    30    31    35    35    43    71    58    94    87\n",
-      "    28    29    27    27    27    27    35    32    54    57    78   107    77\n",
-      "    30    31    26    26    28    29    37    40    83    54    95   118    78\n",
-      "    30    31    28    28    30    32    36    49    80    56    95    91    80\n",
-      "    30    30    28    28    30    33    36    59    73    74   103    73    91\n",
-      "    30    30    28    29    30    32    35    54    62    65    95    70    86\n",
-      "    30    30    30    30    30    31    34    35    40    41    52    51    54\n",
-      "    29    29    29    30    30    32    38    45    59    58    80    95    81\n",
-      "    29    28    28    29    30    36    45    83    83   105    96    77    99\n",
-      "    29    29    30    31    31    38    48    71    79    99    95    71    95\n",
-      "    30    32    33    33    32    38    48    50    66    86    88    83    90\n",
-      "    33    33    36    36    38    43    43    51    62    67    68    84    77\n",
-      "    33    50    69    69    56    49    53    65    68    70    71    79    75\n",
-      "    52    90   116   122   114    99    95    97    94    91    89    84    75\n",
-      "    50    75    81    91   106   108   114   111   112   112   112   105    93\n",
-      "    45    58    58    62    69    72    85   101   110   113   115   112    99\n",
-      "    51    56    54    54    53    53    66    73    87    96   100   105   101\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    61    59    64    59    58    56    62    60    62    60    65    68    68\n",
-      "    54    53    56    52    53    51    56    54    55    54    56    59    59\n",
-      "    51    51    52    50    52    51    53    51    52    53    55    59    59\n",
-      "    54    52    50    49    50    50    51    50    51    51    53    57    57\n",
-      "    54    50    51    50    50    51    51    52    51    52    50    54    54\n",
-      "    54    50    53    52    50    53    52    54    53    54    53    55    55\n",
-      "    57    52    51    51    49    53    52    54    51    52    53    55    54\n",
-      "    57    54    52    54    52    57    55    57    53    55    53    54    53\n",
-      "    59    58    54    54    57    58    54    56    50    54    52    50    52\n",
-      "    60    60    57    56    58    59    56    58    52    54    52    49    50\n",
-      "    63    65    61    59    58    60    58    60    54    54    54    51    51\n",
-      "    66    68    63    61    58    61    59    60    55    55    57    53    52\n",
-      "    66    67    63    63    59    62    59    59    56    56    59    54    53\n",
-      "    65    65    63    64    60    63    59    58    57    57    60    56    55\n",
-      "    65    66    62    64    59    63    60    58    58    58    60    57    58\n",
-      "    64    66    62    63    58    63    60    58    59    58    59    57    58\n",
-      "    68    67    65    63    63    61    63    60    60    57    60    62    58\n",
-      "    68    67    67    65    65    62    63    60    60    58    61    63    60\n",
-      "    68    67    66    65    65    61    62    58    58    56    58    62    61\n",
-      "    67    66    65    65    66    62    62    57    57    55    56    61    61\n",
-      "    66    64    65    65    67    63    63    58    57    55    57    62    62\n",
-      "    66    62    64    63    65    63    63    58    57    54    57    62    61\n",
-      "    67    62    63    62    63    60    62    58    58    55    56    61    61\n",
-      "    69    64    64    62    62    60    62    60    60    57    58    62    62\n",
-      "    70    67    68    64    61    61    61    59    58    59    57    65    63\n",
-      "    71    64    66    63    61    60    60    59    58    58    58    64    61\n",
-      "    68    63    62    61    60    59    59    58    58    58    59    63    60\n",
-      "    69    67    60    60    60    59    58    57    58    58    59    62    60\n",
-      "    72    65    62    62    62    60    59    58    58    58    57    60    59\n",
-      "    66    65    65    65    63    61    60    59    59    58    55    59    59\n",
-      "    62    67    64    64    62    60    60    61    61    60    56    60    60\n",
-      "    63    64    61    61    59    59    60    63    64    62    59    63    62\n",
-      "    66    62    63    63    58    59    57    62    59    58    61    59    62\n",
-      "    62    62    64    64    60    61    59    62    58    56    58    57    60\n",
-      "    69    67    65    65    62    63    61    62    58    56    58    57    60\n",
-      "    58    68    65    65    64    64    63    63    61    60    61    60    61\n",
-      "    68    66    65    65    65    64    64    63    64    64    64    62    60\n",
-      "    73    71    65    64    64    62    63    62    65    66    68    64    61\n",
-      "    76    64    64    61    61    59    63    61    65    65    69    66    63\n",
-      "    76    72    62    58    58    56    63    61    64    64    67    67    64\n",
-      "    68    69    62    60    59    57    61    64    62    65    66    69    65\n",
-      "    66    67    61    57    56    55    60    63    61    64    66    68    65\n",
-      "    69    58    62    57    55    56    61    63    61    65    65    66    63\n",
-      "    63    62    63    58    56    57    62    63    61    66    63    65    63\n",
-      "    66    63    63    59    59    58    61    62    61    67    65    66    63\n",
-      "    70    57    62    61    61    59    61    63    62    67    63    67    64\n",
-      "    61    63    61    62    62    59    62    65    63    66    68    67    59\n",
-      "    61    60    59    60    60    57    60    65    63    63    61    64    63\n",
-      "    53    56    54    60    56    59    69    99   148    75    66    60    71\n",
-      "    56    60    56    52    61    57    66   105   151   126    60    61    93\n",
-      "    54    56    56    55    57    42    55    75    88   103    49    58   102\n",
-      "    53    56    51    54    42    34    48    49    38    49    41    60    93\n",
-      "    49    49    48    40    31    34    42    50    43    33    45    84   137\n",
-      "    54    50    40    32    29    31    43    52    40    32    59   103   146\n",
-      "    48    34    29    31    29    41    71    63    32    32    42    85   110\n",
-      "    51    30    28    30    30    62   100    77    40    30    30    44    56\n",
-      "    76    34    27    30    40    85   127   117    58    38    36    45    51\n",
-      "   107    41    27    35    53    89   150   170   139    98    80    79    65\n",
-      "   116    44    29    36    58    90   139   170   176   151   112    93    70\n",
-      "    80    35    35    45    64    87   121   164   167   143   127   113   105\n",
-      "    45    31    33    44    63    77   115   157   155   139   119   137   147\n",
-      "    36    33    45    58    75    73   108   129   133   126   110   141   162\n",
-      "    36    33    41    68    80    76   114   134   140   119   115   119   148\n",
-      "    36    38    47    70    68    83   112   123   135   121   133   108   141\n",
-      "    36    39    51    63    64    89   120   127   134   135   125   110   131\n",
-      "    36    37    48    67    66    94   120   117   131   141   127   123   133\n",
-      "    35    35    46    62    69    96   120   115   120   137   124   114   128\n",
-      "    33    36    46    49    70    94   117   124   111   121   115   103   116\n",
-      "    31    37    47    46    67    92   113   131   115   108   104   100   114\n",
-      "    30    36    48    56    63    94   112   127   126   110   105   105   118\n",
-      "    32    37    49    66    64    98   116   122   125   116   113   123   116\n",
-      "    34    40    50    67    67   100   121   122   115   118   113   131   120\n",
-      "    33    46    55    67    69   111   127   124   101   115   117   132   112\n",
-      "    37    51    54    62    73   110   128   120   114   113   120   120   118\n",
-      "    44    59    67    65    79   106   120   108   117   102   120   114   123\n",
-      "    54    69    77    70    86   109   117   108   117   103   115   118   121\n",
-      "    63    82    80    83   103   122   112   106   106   114   111   120   118\n",
-      "    66    92   107   104   109   125   116   117   106   116   113   120   121\n",
-      "    67    98   108   116   125   132   116   114   118   136   123   122   124\n",
-      "    70   101   104   110   117   125   120   116   122   123   135   125   121\n",
-      "    83    99   105   116   119   122   130   126   126   135   131   126   123\n",
-      "    69    76    97   104   108   111   132   140   146   147   142   130   120\n",
-      "    50    69    77    68    78    90   109   114   135   149   147   139   128\n",
-      "    52    80    87    62    74    89    79    73    93   107   128   128   114\n",
-      "    58    77    83    62    79    92    69    75    85    76    77    99    97\n",
-      "    67    89    82    69    85    90    61    74    79    63    82    82    76\n",
-      "    80   103    83    80    94    90    63    72    77    73    94    79    80\n",
-      "   104   109    80    90   104    91    74    80    81    80    90    72    78\n",
-      "   108   100    89   103   108    84    81    98    81    82    83    68    88\n",
-      "   110    93    92   103   104    84   101    97    78    97    92    82    89\n",
-      "   111    83   101   104   108    93   105   101    84    97    87    94    91\n",
-      "    86    82    85   123    94    94   113    88    88   106    74    96    85\n",
-      "    99    61    72    95    88    95   113    93    89   108    86   108    85\n",
-      "   113    92   107   100    69    65    90    94   105   110    93   108    86\n",
-      "    96    88   115   118   114    93    59    73    88   106   100   105    96\n",
-      "    67    87   108   146   121   123    85    74    52    79   107   101   101\n",
-      "    56    71   100   147   129   115    95    97    80    53    51    86    99\n",
-      "    63    73   105   150   149   125   114   108    95    97    60    62    89\n",
-      "    69    69    98   134   148   113   122   115   101   120    86    48    67\n",
-      "    87    85   108   138   157   117   131   128   114   128   105    56    42\n",
-      "    92    95   119   145   163   128   125   120   114   122   110    74    39\n",
-      "    99   110   132   148   162   139   122   114   116   122   115    78    47\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    70    67    69    68    69    63    60    59    58    56    54    55    58\n",
-      "    62    59    61    60    60    56    54    52    51    49    46    47    50\n",
-      "    62    59    62    60    60    57    55    54    52    49    46    47    50\n",
-      "    60    58    61    60    60    58    56    54    52    48    45    46    50\n",
-      "    57    56    60    58    59    58    56    54    51    46    43    46    51\n",
-      "    59    57    61    60    60    59    58    56    53    48    45    48    54\n",
-      "    57    56    59    58    58    57    56    56    53    47    44    47    53\n",
-      "    55    54    57    56    56    56    56    57    55    49    45    48    53\n",
-      "    54    53    53    53    51    54    53    55    50    47    42    46    51\n",
-      "    52    52    52    53    51    54    54    55    50    47    41    46    51\n",
-      "    53    53    53    54    52    54    54    55    50    46    40    45    51\n",
-      "    53    54    54    54    51    53    53    55    49    45    39    45    51\n",
-      "    54    53    53    52    49    53    52    54    49    45    40    47    53\n",
-      "    56    54    53    52    49    52    52    54    49    47    42    48    53\n",
-      "    58    56    54    52    49    52    51    52    49    47    43    48    52\n",
-      "    59    56    53    51    48    51    50    51    48    47    42    47    51\n",
-      "    58    55    54    48    49    49    50    49    48    47    44    45    51\n",
-      "    60    55    53    47    47    49    50    49    47    46    43    44    49\n",
-      "    61    57    54    48    49    49    50    48    47    46    43    44    49\n",
-      "    62    57    55    50    52    49    49    48    46    45    42    43    48\n",
-      "    62    57    55    50    53    49    48    46    44    43    41    42    47\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    62    58    56    52    54    50    49    46    44    44    42    43    48\n",
-      "    63    60    58    53    54    52    50    47    44    44    43    45    50\n",
-      "    64    60    58    51    51    51    49    45    43    42    42    44    50\n",
-      "    66    59    62    53    52    48    48    46    43    42    40    43    49\n",
-      "    64    58    60    52    52    48    47    45    43    42    40    41    46\n",
-      "    63    57    56    49    50    47    46    44    43    43    40    40    44\n",
-      "    62    56    53    47    49    48    46    44    44    43    40    40    45\n",
-      "    60    57    53    48    49    47    46    44    44    43    39    40    46\n",
-      "    58    56    52    48    49    46    45    43    43    42    38    40    46\n",
-      "    56    54    50    47    46    46    44    42    43    43    39    38    44\n",
-      "    55    52    48    45    43    47    44    42    44    44    39    37    42\n",
-      "    53    51    46    45    43    46    47    44    40    41    41    39    39\n",
-      "    52    50    46    45    45    45    45    42    40    41    41    41    42\n",
-      "    54    52    50    49    49    47    45    42    42    44    43    43    46\n",
-      "    56    54    54    53    54    49    47    44    45    47    44    43    47\n",
-      "    56    55    57    55    55    50    48    47    48    49    46    44    47\n",
-      "    58    56    60    56    56    52    51    50    50    52    49    47    49\n",
-      "    62    59    62    56    56    54    54    52    51    52    51    50    51\n",
-      "    64    59    62    55    55    54    55    52    49    49    50    49    49\n",
-      "    61    60    60    61    57    55    58    51    48    51    48    47    49\n",
-      "    63    61    60    59    53    51    55    56    54    50    48    47    45\n",
-      "    62    62    61    62    59    59    57    58    54    48    48    49    46\n",
-      "    63    62    59    59    56    58    54    55    54    51    50    47    46\n",
-      "    62    60    59    61    60    56    56    58    53    49    47    44    48\n",
-      "    63    62    61    62    58    62    55    56    51    47    47    45    51\n",
-      "    62    80   110   140   152   118    68    49    52    50    49    46    48\n",
-      "    77   112   159   201   218   227   117    56    52    47    45    43    45\n",
-      "   107   134   165   205   221   228   179   137   148   114    56    57    53\n",
-      "   138   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   144   185   163   139    83    84   107   124   113   133   144   177   218\n",
-      "   164   159   113    88    87    80    75    98   120   123   145   163   181\n",
-      "   125   110    82    92    84    66    98   144   179   146   126   121   136\n",
-      "    99    72    72    71    89   112   152   165   155   116    93    93    96\n",
-      "    77    47    50    51   116   157   137   108    95    73    60    96   125\n",
-      "    40    40    32    37    74   117   106    78    50    42    90   124    86\n",
-      "    45    34    32    25    34    62    56    32    42    72    71    55    46\n",
-      "    39    29    29    26    29    28    24    30    54    59    37    24    29\n",
-      "    43    34    35    40    34    26    39    61    58    37    25    24    24\n",
-      "    87    77    89    90    59    54    70    85    59    25    25    28    25\n",
-      "   134   128   147   126    75    73    86    94    63    34    30    23    21\n",
-      "   163   166   170   130    94    90    92    89    62    39    28    20    31\n",
-      "   165   165   149   114   107   110    95    75    52    34    23    29    56\n",
-      "   159   148   125   105   107   118   114    87    45    31    45    62    74\n",
-      "   145   142   110    93    99   114   124   102    53    50    82    77    73\n",
-      "   143   126   118    95    90   131   132   103    84    77    90    86    91\n",
-      "   132   121   109    98    90   119   150   108    78    87   150   166   149\n",
-      "   135   121   113   102    99    86   114    69    48    65   106   103    94\n",
-      "   128   123   113    97    80    51    42    31    29    24    54    63    46\n",
-      "   116   121    95    71    44    30    22    23    23    21    22    19    23\n",
-      "   113    99    76    43    31    26    25    27    22    17    18    18    20\n",
-      "    97    79    55    33    29    25    22    20    22    19    19    21    24\n",
-      "    92    74    43    26    24    22    18    21    20    16    18    20    24\n",
-      "   104    79    47    38    28    27    25    27    22    18    19    20    21\n",
-      "   109    82    50    48    42    37    30    26    20    19    25    24    22\n",
-      "   104    87    59    47    47    38    29    25    20    20    25    25    25\n",
-      "   103    92    71    48    40    33    26    25    25    22    21    22    26\n",
-      "   112    92    75    60    47    41    26    22    23    24    24    23    26\n",
-      "   120    96    71    64    52    42    27    21    22    24    27    26    27\n",
-      "   120   107    69    55    39    28    24    27    27    24    24    25    29\n",
-      "   105   108    93    46    29    23    25    24    25    26    33    32    27\n",
-      "   113    85    65    44    27    23    21    30    22    59    53    30    34\n",
-      "   107    77    36    27    22    26    27    19    22    61    79    34    32\n",
-      "    83    38    29    22    24    17    25    21    21    36    64    45    28\n",
-      "    49    31    24    23    21    27    27    23    26    36    77    64    27\n",
-      "    66    28    20    28    25    20    31    31    23    35    84    64    30\n",
-      "    86    75    37    23    29    33    39    38    27    62    83    60    26\n",
-      "    90    94    70    29    35    40    48    35    63    76    68    41    29\n",
-      "    73    82    78    39    42    50    51    55    70    62    44    33    27\n",
-      "    71    75    66    48    55    55    67    66    55    36    32    32    29\n",
-      "    81    75    51    45    49    45    44    39    34    31    39    35    32\n",
-      "    85    65    32    29    27    31    25    25    31    36    41    32    35\n",
-      "    87    54    28    30    29    28    31    34    35    37    43    33    34\n",
-      "    81    41    28    28    30    29    35    35    37    42    46    35    32\n",
-      "    79    39    33    30    33    28    39    39    42    43    41    35    36\n",
-      "    71    31    31    31    37    33    46    39    40    44    48    46    42\n",
-      "    57    30    29    37    37    34    44    44    42    47    52    48    42\n",
-      "    42    29    32    36    35    33    42    49    43    49    44    47    40\n",
-      "    40    35    32    36    43    35    42    52    49    50    42    48    43\n",
-      "    42    35    30    37    46    35    41    46    53    46    41    46    44\n",
-      "    41    35    36    44    47    44    45    46    55    51    46    51    48\n",
-      "    44    44    44    47    56    57    54    52    55    61    50    59    54\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    59    57    55    55    56    58    59    60    57    61    66    70    69\n",
-      "    53    51    50    50    51    52    52    52    50    54    58    60    59\n",
-      "    51    50    49    49    50    50    49    48    50    55    60    63    63\n",
-      "    54    52    50    50    51    51    49    48    45    52    59    64    64\n",
-      "    55    53    51    50    50    50    49    49    50    57    65    70    69\n",
-      "    57    55    53    52    51    51    51    52    51    56    62    66    65\n",
-      "    57    57    56    54    52    52    53    54    54    58    62    65    65\n",
-      "    55    55    55    54    52    51    52    54    58    61    63    66    66\n",
-      "    58    55    51    52    48    49    50    56    55    56    58    62    62\n",
-      "    58    55    51    53    49    50    51    56    59    59    60    63    63\n",
-      "    56    54    50    53    50    51    51    57    56    57    58    59    62\n",
-      "    54    53    50    53    49    50    50    55    54    55    56    56    62\n",
-      "    54    52    50    53    49    50    49    54    56    56    59    57    63\n",
-      "    54    52    50    53    49    49    49    54    56    55    59    57    64\n",
-      "    53    51    49    52    48    49    49    53    54    52    57    55    62\n",
-      "    52    50    48    51    47    48    48    53    55    52    57    54    61\n",
-      "    53    52    51    50    49    49    50    51    53    53    52    53    54\n",
-      "    54    53    52    50    49    48    49    50    53    53    51    51    52\n",
-      "    54    54    53    51    48    47    47    47    49    50    48    48    50\n",
-      "    53    53    52    50    48    46    45    46    47    48    47    47    49\n",
-      "    51    51    50    49    47    45    45    45    47    49    48    48    49\n",
-      "    50    50    49    48    47    46    45    44    45    49    50    49    50\n",
-      "    52    50    48    47    47    46    44    43    42    48    50    49    50\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    54    51    48    47    47    46    44    42    42    49    52    50    49\n",
-      "    51    49    49    47    44    45    47    47    48    47    49    48    48\n",
-      "    51    49    49    48    46    45    46    44    46    46    48    47    47\n",
-      "    49    47    48    48    47    47    46    43    43    43    45    45    46\n",
-      "    49    47    48    49    49    49    47    44    41    41    44    44    46\n",
-      "    53    50    49    49    48    48    47    43    41    40    43    44    46\n",
-      "    51    47    46    46    45    45    44    42    41    40    42    42    44\n",
-      "    46    44    43    43    42    43    43    41    41    40    41    42    44\n",
-      "    47    45    44    44    42    42    43    41    40    39    40    41    44\n",
-      "    43    45    45    44    43    43    42    40    40    39    39    39    43\n",
-      "    44    44    44    43    43    43    42    41    40    40    41    40    43\n",
-      "    47    46    45    44    44    45    45    44    43    43    45    44    45\n",
-      "    50    49    47    47    47    47    46    45    45    45    47    46    46\n",
-      "    52    50    49    49    49    48    46    45    45    44    46    45    47\n",
-      "    54    52    50    50    51    50    47    46    46    44    46    46    48\n",
-      "    56    53    50    51    52    51    49    47    48    46    47    47    50\n",
-      "    56    52    48    49    50    50    48    47    47    46    47    47    49\n",
-      "    50    49    48    48    49    49    48    47    45    46    45    47    48\n",
-      "    49    48    47    47    47    47    47    46    45    45    45    47    49\n",
-      "    49    48    46    45    44    44    45    45    44    45    45    47    48\n",
-      "    48    47    46    45    43    43    43    44    44    44    45    47    48\n",
-      "    49    49    48    47    46    45    44    44    44    45    45    46    48\n",
-      "    51    50    50    49    48    46    45    45    44    45    44    45    47\n",
-      "    50    49    47    46    46    45    44    43    44    43    42    43    44\n",
-      "    48    46    43    42    42    42    42    41    42    42    40    41    41\n",
-      "    48    43    42    45    45    40    41    41    42    40    41    41    41\n",
-      "   131    66    46    39    40    45    42    42    42    41    41    41    42\n",
-      "   231   177    57    54    72    95   127    73    42    40    40    39    41\n",
-      "   216   216    85   103   147   157   200   155    42    39    39    38    39\n",
-      "   166   170   171   170   169   184   182   139    42    40    40    39    40\n",
-      "   120   146   182   206   169   169   167   109    39    38    39    38    40\n",
-      "   131   143   160   199   205   173   108    45    36    35    37    37    38\n",
-      "   112   143   184   186   214   216   205    96    36    35    37    37    38\n",
-      "    85   100    99    93   126   178   206   174    53    81    73    40    36\n",
-      "    48    72    59    43    58    81   120   150   102   123   150    84    38\n",
-      "    23    32    25    28    33    44    81   123   132   152   112    71    33\n",
-      "    25    26    27    29    41    94   141   170   151    88    86    44    35\n",
-      "    22    28    48    82   117   141   124   132   100    55    40    36    35\n",
-      "    50    88   112   128   146   148   102    85    54    30    27    31    32\n",
-      "   103   132   134   133   122   102    66    39    31    23    37    33    30\n",
-      "    94   130   115    97    68    41    38    28    30    29    31    26    33\n",
-      "    75   103   103   106    95    64    38    30    30    29    29    29    31\n",
-      "   123   136   141   151   200   198   128    33    29    28    29    29    31\n",
-      "   156   153   139   147   168   168   152    45    28    27    29    29    31\n",
-      "   118   111   111   118   104   107    97    30    28    27    29    29    31\n",
-      "    47    43    42    58    46    37    29    31    29    27    29    28    30\n",
-      "    19    27    18    17    21    28    29    26    28    27    28    27    29\n",
-      "    18    12    25    21    21    33    26    29    28    27    29    28    29\n",
-      "    23    21    15    22    26    32    28    27    28    27    30    29    31\n",
-      "    22    21    24    29    31    30    27    27    28    27    27    29    31\n",
-      "    23    23    26    30    31    29    28    29    28    28    28    29    31\n",
-      "    25    26    29    30    29    27    28    30    28    30    29    29    31\n",
-      "    27    28    29    30    29    28    29    31    28    30    30    29    31\n",
-      "    29    29    29    29    29    29    30    31    28    30    30    29    31\n",
-      "    29    29    29    29    29    30    30    31    29    30    29    30    32\n",
-      "    30    30    30    30    30    30    30    30    31    30    29    31    33\n",
-      "    30    31    31    31    30    30    30    30    32    30    29    32    35\n",
-      "    28    30    31    32    31    30    30    30    29    30    30    32    34\n",
-      "    29    30    31    32    31    30    30    30    30    32    32    34    36\n",
-      "    30    30    31    31    31    31    30    30    31    32    33    34    36\n",
-      "    30    30    30    31    31    31    30    30    31    32    32    33    35\n",
-      "    30    30    30    30    31    31    31    30    31    32    32    33    34\n",
-      "    29    30    30    31    31    31    32    32    33    34    34    34    35\n",
-      "    29    30    31    32    32    32    33    34    35    35    34    34    36\n",
-      "    29    30    32    32    32    32    34    35    35    35    34    34    35\n",
-      "    27    29    31    32    32    31    30    29    30    32    31    31    32\n",
-      "    29    29    30    31    31    30    30    30    30    32    32    32    34\n",
-      "    32    32    32    31    31    31    32    33    32    34    34    34    37\n",
-      "    32    32    31    31    31    31    32    33    33    34    34    35    37\n",
-      "    30    30    30    30    30    30    31    31    32    32    32    33    36\n",
-      "    32    31    31    32    32    33    33    33    33    34    34    37    40\n",
-      "    37    36    36    36    37    38    39    39    39    39    40    44    47\n",
-      "    41    40    39    39    41    42    43    44    44    44    45    49    52\n",
-      "    41    40    39    40    42    44    45    45    46    47    47    47    50\n",
-      "    40    39    39    39    40    43    45    46    47    48    47    48    51\n",
-      "    41    41    40    40    41    43    45    47    45    46    45    46    48\n",
-      "    37    37    36    36    36    38    39    40    36    38    37    37    39\n",
-      "    37    36    35    35    36    36    36    35    36    37    36    36    38\n",
-      "    43    42    41    41    42    41    40    38    41    42    41    41    43\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    65    66    72\n",
-      "    56    57    65\n",
-      "    59    61    69\n",
-      "    59    60    67\n",
-      "    63    63    69\n",
-      "    61    62    68\n",
-      "    62    63    69\n",
-      "    62    62    68\n",
-      "    59    60    69\n",
-      "    61    63    71\n",
-      "    63    66    73\n",
-      "    62    67    71\n",
-      "    61    65    68\n",
-      "    59    64    67\n",
-      "    56    61    66\n",
-      "    52    59    65\n",
-      "    53    56    63\n",
-      "    52    55    61\n",
-      "    52    56    63\n",
-      "    52    57    64\n",
-      "    52    57    64\n",
-      "    52    57    65\n",
-      "    51    57    65\n",
-      "    50    55    63\n",
-      "    49    53    64\n",
-      "    48    51    62\n",
-      "    47    50    60\n",
-      "    48    50    60\n",
-      "    47    49    59\n",
-      "    46    47    56\n",
-      "    45    47    56\n",
-      "    46    48    57\n",
-      "    48    48    54\n",
-      "    46    47    54\n",
-      "    47    48    56\n",
-      "    48    49    57\n",
-      "    48    49    56\n",
-      "    49    49    57\n",
-      "    50    50    57\n",
-      "    49    49    57\n",
-      "    47    50    56\n",
-      "    47    50    56\n",
-      "    47    49    56\n",
-      "    47    49    55\n",
-      "    46    49    55\n",
-      "    45    48    54\n",
-      "    43    45    52\n",
-      "    40    43    50\n",
-      "    41    42    50\n",
-      "    43    44    52\n",
-      "    42    43    52\n",
-      "    40    42    50\n",
-      "    40    42    51\n",
-      "    40    42    50\n",
-      "    39    39    47\n",
-      "    38    37    45\n",
-      "    37    41    45\n",
-      "    36    43    47\n",
-      "    36    35    44\n",
-      "    37    42    42\n",
-      "    32    33    45\n",
-      "    37    36    45\n",
-      "    35    35    38\n",
-      "    31    37    44\n",
-      "    34    35    42\n",
-      "    33    33    40\n",
-      "    33    33    39\n",
-      "    32    33    39\n",
-      "    32    33    40\n",
-      "    31    32    40\n",
-      "    31    32    39\n",
-      "    31    32    39\n",
-      "    29    32    40\n",
-      "    30    33    40\n",
-      "    32    34    40\n",
-      "    33    35    39\n",
-      "    33    35    39\n",
-      "    33    35    40\n",
-      "    33    36    42\n",
-      "    33    36    43\n",
-      "    35    38    44\n",
-      "    36    39    45\n",
-      "    36    38    44\n",
-      "    34    36    42\n",
-      "    34    36    42\n",
-      "    35    37    43\n",
-      "    35    38    44\n",
-      "    35    38    44\n",
-      "    33    37    42\n",
-      "    35    39    44\n",
-      "    38    41    47\n",
-      "    37    39    45\n",
-      "    35    37    43\n",
-      "    39    41    47\n",
-      "    47    49    55\n",
-      "    52    53    59\n",
-      "    53    58    64\n",
-      "    53    57    63\n",
-      "    50    53    58\n",
-      "    40    42    46\n",
-      "    38    39    43\n",
-      "    43    44    48\n",
-      "\n",
-      "\n",
-      "I(:,:,2) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    57    49    48    47    47    48    45    45    46    49    51    50    51\n",
-      "    54    45    43    42    40    40    37    37    39    43    45    45    46\n",
-      "    52    44    42    40    38    38    36    35    36    39    42    43    44\n",
-      "    53    45    43    41    39    39    37    37    36    39    42    44    46\n",
-      "    54    45    43    41    38    38    35    35    35    37    41    43    46\n",
-      "    53    45    43    41    39    39    37    37    36    38    41    44    46\n",
-      "    52    45    44    43    41    41    40    40    38    40    43    45    47\n",
-      "    53    45    45    43    40    40    38    38    39    40    42    44    46\n",
-      "    52    47    44    42    39    39    39    38    38    40    42    46    49\n",
-      "    52    47    45    44    41    40    40    38    39    41    44    47    50\n",
-      "    52    48    46    45    43    41    40    38    39    42    45    48    51\n",
-      "    52    48    46    46    43    42    41    38    39    42    45    49    52\n",
-      "    53    48    46    45    42    41    41    39    39    43    47    51    54\n",
-      "    54    49    46    44    42    41    41    40    40    44    49    54    57\n",
-      "    54    49    46    45    42    42    42    40    41    46    51    56    60\n",
-      "    53    49    47    46    43    42    42    40    41    46    52    58    61\n",
-      "    53    48    46    45    42    41    42    42    42    47    57    59    66\n",
-      "    54    48    45    45    43    42    43    43    43    47    55    58    66\n",
-      "    56    49    45    45    43    43    44    43    44    49    59    65    71\n",
-      "    57    50    45    45    44    44    44    43    45    52    64    72    75\n",
-      "    57    50    46    47    47    46    46    44    46    52    64    73    75\n",
-      "    57    50    47    48    48    49    49    48    47    55    68    79    78\n",
-      "    59    52    48    49    48    49    50    50    50    59    72    83    81\n",
-      "    61    54    49    48    47    48    50    50    53    61    71    80    78\n",
-      "    63    55    51    48    48    49    49    52    55    60    73    84    82\n",
-      "    64    56    51    48    48    50    50    53    54    63    76    84    77\n",
-      "    64    56    51    48    48    51    51    55    55    65    76    86    74\n",
-      "    64    56    51    48    50    53    54    58    58    67    78    90    71\n",
-      "    64    56    52    49    52    56    57    61    61    72    80    85    61\n",
-      "    65    57    53    52    55    59    60    63    61    73    74    67    47\n",
-      "    65    57    54    53    57    60    60    63    61    69    64    55    45\n",
-      "    64    57    54    54    57    60    59    62    61    65    61    58    54\n",
-      "    66    60    56    53    56    59    58    63    63    62    61    77    56\n",
-      "    64    58    55    53    56    59    59    64    60    55    61    72    52\n",
-      "    70    62    58    55    55    58    57    61    61    55    67    70    56\n",
-      "    68    59    56    55    57    61    64    68    59    58    72    66    59\n",
-      "    76    64    59    56    55    60    62    63    57    63    76    69    62\n",
-      "    72    59    55    55    56    63    66    66    56    67    80    78    72\n",
-      "    78    62    58    57    57    62    62    59    54    66    77    77    77\n",
-      "    77    61    58    58    59    64    64    59    58    68    74    70    79\n",
-      "    74    60    57    55    59    59    60    61    59    66    69    64    73\n",
-      "    74    60    57    55    59    60    63    65    62    59    60    52    52\n",
-      "    73    60    57    54    59    61    66    69    69    57    56    45    36\n",
-      "    73    59    56    54    59    63    68    71    74    61    58    46    34\n",
-      "    73    60    57    55    61    65    69    70    75    67    59    43    34\n",
-      "    74    62    59    57    62    66    70    72    79    73    57    39    35\n",
-      "    75    65    63    60    64    67    73    75    82    75    57    37    36\n",
-      "    76    67    66    62    64    68    75    79    81    73    56    38    37\n",
-      "    75    68    65    64    66    71    74    79    78    76    55    39    39\n",
-      "    77    70    67    66    68    73    75    81    82    77    53    44    50\n",
-      "    77    71    68    67    70    75    78    84    83    84    62    51    55\n",
-      "    78    72    70    68    70    75    79    85    86    84    74    73    80\n",
-      "    81    75    72    70    71    75    79    85    87    87    81    79    96\n",
-      "    82    76    74    72    73    78    82    90    90    92    89    87    98\n",
-      "    84    78    76    74    75    80    85    93    93    87    93   104    86\n",
-      "    88    82    79    76    76    80    84    91    88    85    89    82    41\n",
-      "    86    83    77    81    78    78    81    94    83    86    69    42    30\n",
-      "    89    85    78    77    72    77    81    86    82    61    40    30    29\n",
-      "    92    84    78    78    71    74    80    86    70    43    29    32    32\n",
-      "    95    84    79    79    75    77    78    72    44    34    35    42    43\n",
-      "    98    89    84    81    78    76    63    42    34    35    39    48    53\n",
-      "   100    91    90    86    76    57    43    30    40    40    42    51    58\n",
-      "   100    92    88    75    58    37    35    39    41    41    46    55    59\n",
-      "   100    97    80    48    36    35    41    40    46    45    52    57    56\n",
-      "   103    74    52    35    35    35    42    46    56    61    58    55    65\n",
-      "    80    50    35    32    40    40    42    46    56    60    66    69    74\n",
-      "    51    40    38    34    36    40    46    51    58    55    61    63    64\n",
-      "    45    41    41    36    36    43    49    51    55    53    65    70    69\n",
-      "    48    39    39    40    38    40    44    52    51    56    73    81    79\n",
-      "    46    40    39    41    37    40    41    46    50    60    72    76    75\n",
-      "    47    40    35    38    40    48    43    39    50    66    73    77    74\n",
-      "    44    36    37    45    41    42    41    49    57    74    74    77    73\n",
-      "    41    37    38    40    42    41    38    43    60    66    65    68    77\n",
-      "    41    36    36    38    41    38    35    41    56    64    64    64    67\n",
-      "    42    35    34    36    39    37    36    44    59    66    69    67    71\n",
-      "    44    36    34    35    37    36    38    50    68    73    75    72    77\n",
-      "    43    36    34    34    35    34    37    49    65    73    75    73    77\n",
-      "    40    36    35    34    33    31    32    42    55    69    72    71    73\n",
-      "    40    36    35    33    33    32    30    36    52    67    64    65    67\n",
-      "    41    38    36    33    34    34    32    35    50    64    56    61    70\n",
-      "    41    37    36    34    35    37    34    33    51    64    57    60    71\n",
-      "    43    38    36    34    35    38    37    39    40    44    42    49    58\n",
-      "    42    35    34    33    36    39    41    48    46    43    44    50    65\n",
-      "    41    34    32    34    36    39    43    52    45    45    55    55    61\n",
-      "    43    35    34    34    35    36    39    48    60    46    53    60    69\n",
-      "    42    35    34    34    35    36    38    46    61    56    63    61    61\n",
-      "    41    35    34    34    35    38    39    45    47    46    49    48    60\n",
-      "    43    37    35    34    35    38    39    44    47    44    45    47    57\n",
-      "    44    35    33    33    34    38    39    43    46    41    48    56    55\n",
-      "    43    34    32    32    32    35    36    39    42    46    46    48    52\n",
-      "    42    33    31    31    31    33    33    35    39    40    44    46    45\n",
-      "    42    33    32    31    31    32    32    34    37    36    43    47    43\n",
-      "    42    34    32    31    31    32    31    33    36    41    40    43    47\n",
-      "    42    33    31    31    30    31    31    33    33    35    38    44    47\n",
-      "    42    33    31    30    29    31    30    32    32    30    36    44    43\n",
-      "    42    33    31    30    29    30    30    32    31    38    36    36    42\n",
-      "    40    34    29    29    30    30    30    31    33    34    35    36    38\n",
-      "    39    34    29    28    29    29    29    30    30    31    33    36    38\n",
-      "    42    36    31    30    31    31    31    33    34    34    35    36    38\n",
-      "    41    36    31    29    30    31    32    33    41    39    38    37    38\n",
-      "    44    40    36    34    34    35    37    39    43    41    40    40    42\n",
-      "    49    46    43    41    41    42    45    46    45    44    45    47    47\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    53    55    54    54    56    57    59    62    63    65    70    70    69\n",
-      "    48    49    49    52    53    53    53    55    55    57    61    59    60\n",
-      "    47    49    49    51    52    51    51    53    54    56    61    58    60\n",
-      "    49    51    52    52    54    53    52    55    57    59    63    60    61\n",
-      "    49    51    52    54    55    54    53    54    56    58    61    62    62\n",
-      "    49    51    53    54    57    56    55    56    57    59    61    64    64\n",
-      "    50    53    55    55    59    59    58    61    63    64    66    65    65\n",
-      "    49    52    54    56    60    61    61    63    65    65    67    69    70\n",
-      "    49    50    54    56    56    63    64    65    66    71    67    74    76\n",
-      "    49    50    55    56    60    67    64    65    68    74    70    75    69\n",
-      "    50    51    55    60    61    66    64    67    71    77    75    81    73\n",
-      "    51    51    56    59    60    68    71    74    74    79    81    79    74\n",
-      "    53    54    58    65    67    71    71    77    79    85    88    84    83\n",
-      "    56    57    62    71    72    74    75    88    90    85    76    76    99\n",
-      "    60    61    65    69    73    80    85    93    84    73    65    84    92\n",
-      "    61    63    67    77    79    83    81    72    55    63    85    94    84\n",
-      "    64    67    69    81    79    81    63    54    62    84    95    75    46\n",
-      "    67    73    76    79    82    74    55    63    85    90    81    56    55\n",
-      "    72    76    79    81    67    51    52    73    93    94    98   108   102\n",
-      "    76    80    83    83    64    48    62    85   111   124   143   147   150\n",
-      "    80    85    86    65    48    50    80   108   136   151   165   167   148\n",
-      "    84    82    76    48    44    66   105   133   151   148   141   132   130\n",
-      "    84    73    55    41    62    94   113   128   131   113    92    99    96\n",
-      "    81    65    43    50    74   110   126   127   104    89    93    97    95\n",
-      "    78    47    47    55    99   123   125   101    89   112   118   114   102\n",
-      "    67    40    46    79   113   126   101   104   124   133   118    93    76\n",
-      "    54    42    67   102   105    91   103   117   101    90    70    74    83\n",
-      "    45    53    95    95    92    85    89    77    71    61    70    84    81\n",
-      "    43    69   106    97    65    58    81    78    76    71    88    93    83\n",
-      "    55    93   102    67    54    63    83    81    69    76    78    81    86\n",
-      "    74   110    81    57    50    76    66    60    64    70    85    88    77\n",
-      "    86   110    52    54    64    70    55    51    69    80    84    80    67\n",
-      "    81    76    48    59    59    53    42    57    66    70    69    69    66\n",
-      "    60    50    48    56    49    46    47    57    53    50    50    54    54\n",
-      "    50    35    55    53    45    44    46    48    46    61    79    61    50\n",
-      "    46    34    51    45    47    50    48    39    37    57    75    68    55\n",
-      "    42    37    40    43    49    50    48    37    31    37    39    49    52\n",
-      "    42    40    39    50    56    49    45    35    31    35    35    34    42\n",
-      "    45    39    40    57    70    59    48    35    32    37    39    36    36\n",
-      "    50    37    40    65    84    68    49    35    36    41    39    37    35\n",
-      "    45    41    42    70    89    87    66    31    36    39    39    31    32\n",
-      "    36    40    42    71   103   115    74    34    42    44    37    35    34\n",
-      "    35    43    44    70   128   145    83    33    45    58    38    34    36\n",
-      "    40    44    44    75   148   149    88    37    50    76    43    31    36\n",
-      "    43    44    42    71   150   148   100    36    43    75    63    35    37\n",
-      "    47    49    45    70   144   148   107    34    33    52    68    46    43\n",
-      "    51    59    49    72   141   137   100    37    36    38    47    51    59\n",
-      "    52    66    49    59   146   139    98    36    33    40    38    49    73\n",
-      "    58    71    54    56   124   142    92    36    34    35    43    52    72\n",
-      "    57    71    50    54    85   147    92    39    33    37    46    52    72\n",
-      "    65    71    56    58    49   120   110    44    31    37    43    52    74\n",
-      "    85    65    69    51    40    75   127    82    42    35    37    46    67\n",
-      "    92    61    62    41    39    44    90    99    49    35    39    35    49\n",
-      "    67    49    43    43    33    36    43    59    46    33    35    33    35\n",
-      "    38    30    34    40    31    38    36    30    40    32    28    35    33\n",
-      "    33    30    28    29    33    29    31    31    28    31    32    33    34\n",
-      "    30    30    31    29    34    30    32    29    31    32    30    33    34\n",
-      "    31    32    32    34    42    40    38    29    29    31    32    32    33\n",
-      "    33    42    49    56    64    64    62    48    39    32    28    31    32\n",
-      "    45    59    74    71    70    66    73    66    53    40    33    32    32\n",
-      "    52    58    73    70    66    67    86    85    67    45    33    34    33\n",
-      "    53    53    66    77    68    59    68    68    59    47    39    35    33\n",
-      "    59    65    76    77    77    68    68    69    71    62    48    34    32\n",
-      "    63    74    77    77    87    79    71    72    82    71    47    34    31\n",
-      "    66    76    77    81    78    84    83    72    59    63    52    32    33\n",
-      "    69    71    71    81    83    84    84    82    61    49    43    35    30\n",
-      "    62    65    70    72    77    82    86    95    80    55    43    36    30\n",
-      "    69    69    73    73    72    78    80    87    89    67    45    34    32\n",
-      "    83    79    77    80    76    76    72    76    86    77    66    40    32\n",
-      "    81    81    80    79    81    76    75    80    83    80    89    59    39\n",
-      "    79    81    83    80    81    75    80    81    80    79    86    76    55\n",
-      "    77    85    92    84    77    72    83    78    85    91    83    83    69\n",
-      "    80    85    87    81    77    75    81    82    78    85    93    85    93\n",
-      "    68    70    75    75    83    85    87    85    82    85    82    99    93\n",
-      "    75    77    83    84    87    80    85    92    93    96    85    94    99\n",
-      "    84    85    91    86    92    83    83    87    91   101    94    88    92\n",
-      "    83    86    93    93   101    96    93    93    96   100    91    88    87\n",
-      "    76    85    91   103   101   100   106   109   104   100    95    92    93\n",
-      "    69    82    85    98    95   101   105   105   102    98   103    99    97\n",
-      "    75    92    93    96    99   103    94    99   112   103    92    95   103\n",
-      "    74    76    82    88    87    98    89    90   105   104   102    90    98\n",
-      "    52    59    72    81    74    75    81    86    86    84    82    76    88\n",
-      "    64    72    76    90    90    86   102   106    96   102   107    85    80\n",
-      "    57    70    77    72    92    89    92    97   106   116   113   116   106\n",
-      "    62    69    75    73    73    71    88    99   104   102   109   107   108\n",
-      "    56    61    68    72    75    78    85    93   108    97    92    92    94\n",
-      "    72    74    73    71    76    81    91    90   101    96    97   101    91\n",
-      "    68    68    73    66    73    78    88    85   100   104   105   101   103\n",
-      "    66    73    74    66    64    76    79    85    91    99   105   102   105\n",
-      "    62    62    69    69    67    72    78    79    83    89    97   108   109\n",
-      "    58    63    65    72    70    64    70    75    90    94    91    96    97\n",
-      "    54    60    60    70    74    71    77    77    83    90    89   102   104\n",
-      "    50    46    57    66    68    73    84    87    80    85    84    93    99\n",
-      "    49    47    57    64    68    75    78    86    88    90    80    98   101\n",
-      "    50    51    55    58    73    85    78    73    80    86    83    97    96\n",
-      "    47    42    50    50    60    77    83    73    75    76    88   109   103\n",
-      "    40    42    44    48    57    71    80    74    75    86    88    96    99\n",
-      "    40    42    42    53    57    60    71    82    84    81    76    90    95\n",
-      "    39    40    40    47    56    53    61    78    80    77    79    82    85\n",
-      "    39    40    42    38    50    50    52    62    65    72    85    86    84\n",
-      "    43    45    47    48    53    52    54    59    65    76    84    83    84\n",
-      "    48    50    52    58    58    58    63    68    74    83    84    75    81\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    64    65    63    60    65    68    71    72    73    74    78    78    83\n",
-      "    57    60    57    56    60    63    65    69    73    71    70    68    77\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    56    60    55    56    59    63    60    62    67    71    77    79    82\n",
-      "    55    58    54    57    60    64    67    67    71    70    72    73    77\n",
-      "    56    59    57    61    64    67    70    70    76    78    85    88    90\n",
-      "    61    62    63    64    69    69    75    71    77    81    95   106   108\n",
-      "    66    63    67    64    73    74    79    80    91    94   108   128   147\n",
-      "    73    67    74    71    84    86    89    91   106   113   128   147   162\n",
-      "    79    72    73    73    77    72    82    92   101   116   125   127   139\n",
-      "    73    70    70    69    80    91   101   107   111   118   123   126   132\n",
-      "    75    75    84    94   104   115   115   113   114   118   127   134   135\n",
-      "    82    92   107   114   107   107   111   106   112   121   133   137   130\n",
-      "    96   115   120   102    75    69    72    87   110   121   126   126   119\n",
-      "   114   109    80    50    41    53    61    74    89   100   112   118   108\n",
-      "    74    57    42    38    44    52    58    73    83    87    89    92   101\n",
-      "    46    35    37    50    73    89   103    96    84    83    81    71    74\n",
-      "    41    48    59    71    84   107   117   113   104   101    80    61    66\n",
-      "    70    76    76    81    90   110   129   133   148    96    65    54    65\n",
-      "   108   102    85    74    82   109   118   147   138    92    71    56    60\n",
-      "   136    97    77    83    89    91   113   163   124    81    60    51    63\n",
-      "   130   118   106    89    80    87   128   127   100    72    60    51    62\n",
-      "   127   118    95    72    76   101   115   116   100    72    55    51    52\n",
-      "    87    78    75    72    84   102   111   114    89    76    69    56    57\n",
-      "    85    77    74    71    82   102   111   115   117    82    70    49    63\n",
-      "    87    75    77    73    94   118   118   133   111    97    78    62    74\n",
-      "    81    77    71    80   110   112   143   139   119    89    70    66    62\n",
-      "    82    68    76    81   103   127   136   124   125   101    76    76    68\n",
-      "    74    67    69    78    93   113   122   133   133   110    90    76    70\n",
-      "    78    79    68    81    86    95   111   130   146   125    95    78    87\n",
-      "    74    68    64    70    63    81   102   135   150   120   100    82    74\n",
-      "    67    60    59    63    59    73    97   119   124   100    81    83    78\n",
-      "    64    56    55    47    52    77    96   118   100    82    71    78    69\n",
-      "    57    51    51    47    54    72    85   101    79    73    81    81    70\n",
-      "    50    46    46    49    55    60    74    73    69    82    87    84    73\n",
-      "    47    51    51    53    56    57    68    65    68    82    90    83    74\n",
-      "    49    55    58    55    54    57    70    70    76    85    97    88    73\n",
-      "    49    47    51    52    52    58    76    71    84    93    97    86    75\n",
-      "    42    41    43    44    54    73    76    70    79    91   103    94    81\n",
-      "    37    40    40    38    51    72    62    59    65    82   105   106    94\n",
-      "    37    38    36    38    43    46    45    47    66    75    74    92   111\n",
-      "    35    37    37    36    41    37    38    43    48    57    73    85   110\n",
-      "    34    37    40    37    36    37    36    39    41    45    56    73   109\n",
-      "    36    37    39    38    34    39    40    39    39    40    47    65   104\n",
-      "    41    39    35    38    37    40    44    39    41    43    48    64    94\n",
-      "    40    43    35    38    38    39    42    37    39    42    46    59    82\n",
-      "    37    45    39    38    38    37    43    39    40    39    42    54    72\n",
-      "    41    44    40    39    38    38    45    42    41    39    44    54    67\n",
-      "    48    40    39    40    40    40    42    40    38    39    49    59    65\n",
-      "    48    40    42    39    40    42    44    43    39    41    49    57    75\n",
-      "    53    38    39    40    42    42    46    44    41    42    52    61    81\n",
-      "    64    40    38    39    42    42    47    44    43    42    57    69    92\n",
-      "    69    44    38    37    41    43    44    40    42    43    62    80   108\n",
-      "    56    40    38    37    40    44    42    38    42    45    67    92   123\n",
-      "    38    34    36    38    39    42    41    38    41    48    68    99   129\n",
-      "    31    34    34    36    38    39    40    37    39    48    64    98   122\n",
-      "    31    37    32    34    37    39    38    36    37    46    58    92   112\n",
-      "    34    34    33    34    36    38    38    35    37    47    58    82    94\n",
-      "    33    33    33    34    35    36    37    36    41    51    57    69    75\n",
-      "    32    32    32    32    34    35    34    35    42    55    65    67    64\n",
-      "    32    33    32    32    33    34    34    34    38    54    74    75    65\n",
-      "    33    34    33    32    32    33    35    34    36    47    73    76    66\n",
-      "    33    34    33    32    32    34    33    34    36    41    64    70    69\n",
-      "    32    33    33    32    32    34    32    33    36    36    52    59    66\n",
-      "    30    32    32    31    32    34    34    32    34    31    42    45    57\n",
-      "    33    31    30    33    34    30    31    34    31    34    37    41    51\n",
-      "    27    28    28    30    30    28    30    33    31    32    32    35    42\n",
-      "    28    28    27    28    29    28    27    30    30    30    30    31    36\n",
-      "    31    30    27    28    30    28    26    29    29    29    29    30    33\n",
-      "    29    30    29    27    27    28    28    28    28    28    29    31    30\n",
-      "    27    30    31    27    26    28    28    27    28    28    30    33    31\n",
-      "    37    33    31    29    28    28    28    26    28    27    30    34    31\n",
-      "    50    35    28    30    31    27    28    25    28    26    27    31    27\n",
-      "    71    43    32    35    38    27    26    27    28    27    28    29    28\n",
-      "    80    65    46    41    47    36    29    28    27    28    29    30    29\n",
-      "    96    86    64    53    53    40    34    30    27    27    28    28    28\n",
-      "    91    98    90    63    48    44    38    34    29    26    26    27    28\n",
-      "    81    92   101    87    67    47    39    37    32    27    26    28    29\n",
-      "    88    87    93   105    99    63    42    39    33    29    28    28    27\n",
-      "    93    94    92    98   101    82    54    44    34    32    31    28    26\n",
-      "    96    91    92    91    89    79    69    51    37    35    34    29    28\n",
-      "    99   102    95    90    79    76    80    67    42    39    38    54    74\n",
-      "    96    91    83    90    91    83    79    71    52    32    44    61   106\n",
-      "    74    72    82    88    87    83    78    76   104    53    41    46    80\n",
-      "    86    66    72    78    80    75    78    77   138   118    45    37    50\n",
-      "   115    98    72    62    75    74    75    73   102   156    69    38    47\n",
-      "    90    96   110    92    68    67    75    74    71   132   121    58    46\n",
-      "    93    98    94   100    94    70    70    64    64    80   140    98    58\n",
-      "    95    95    95    96    88    89    84    67    65    62   123   143    96\n",
-      "    96    98    93    95    85    86    90    82    63    54    95   147   132\n",
-      "   105   102   102    99    92    92    88    84    75    53    85   132   141\n",
-      "   100    96   101    93    93    91    81    79    79    64    84   121   141\n",
-      "   111   105   104    92    92    92    83    73    66    66    77   114   135\n",
-      "   108   110   104    96    97   100    88    73    62    61    66    98   121\n",
-      "   107   112   102    96    95    98    93    84    75    58    54    70    98\n",
-      "   100   108   103   101   100   102   103    96    85    65    49    51    78\n",
-      "   104   111   110   107   107   105   101    98    89    86    63    55    67\n",
-      "   104   106   106   114   115   108   107   106   103    98    89    75    59\n",
-      "   101   101    98   103   107   104   106   106    96    98   100    89    68\n",
-      "    89    89    89    96   106   110   105   108    92    96   101    95    76\n",
-      "    85    83    87    91   100   102    99   104    93    92    93    93    86\n",
-      "    87    86    91    91    94    93   110   110   105    94    88    88    80\n",
-      "    88    85    91    90    95    96   104    99   101    94    95    99    85\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    76    80    79    78    76    71    61    59    64    66    63    68    67\n",
-      "    75    76    79    77    73    69    63    56    54    54    62    61    58\n",
-      "    75    74    76    77    77    72    62    55    56    63    64    62    63\n",
-      "    73    80    81    81    81    79    69    61    60    65    65    68    68\n",
-      "    86    82    91    93    90    95    99    91    78    80    82    79    76\n",
-      "   104   112   126   135   136   140   142   138   131   120   115   110   106\n",
-      "   159   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   170   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   196   202   203   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   194   195   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   198   201   208   211   214\n",
-      "   132   149   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   136   160   168   165   178   193   198   201   199   202   202   212\n",
-      "    97   111   126   153   162   166   187   198   187   191   198   196   196\n",
-      "   107   115   126   124   134   164   167   160   185   189   183   184   188\n",
-      "    78    97   109   125   119   115   133   150   159   163   173   175   173\n",
-      "    66    85   109   119   130   130   131   140   150   154   160   172   172\n",
-      "    77    87   106   116   133   140   143   149   155   158   164   173   172\n",
-      "    74    89   108   117   131   136   143   157   170   170   175   181   179\n",
-      "    68    92   109   115   127   138   150   164   173   183   188   193   191\n",
-      "    72    87   110   119   132   143   157   168   173   181   189   196   201\n",
-      "    65    88   113   121   128   135   149   166   177   184   194   203   208\n",
-      "    78    96   111   112   123   133   147   162   171   190   203   210   213\n",
-      "    76    86   106   117   135   143   148   157   167   176   193   204   210\n",
-      "    72    94   115   123   139   142   141   153   166   184   196   203   211\n",
-      "    77    90   111   120   131   158   153   161   172   177   190   199   203\n",
-      "    77    88   102   116   141   143   161   169   158   176   189   204   209\n",
-      "    76    85   107   117   124   138   141   154   168   168   178   191   201\n",
-      "    76    84   103   123   122   121   141   170   173   187   197   199   202\n",
-      "    68    78   113   117   121   133   145   132   130   138   139   145   170\n",
-      "    67    83   105   112   119   146   110    71    74    76    62    76   124\n",
-      "    58    77    93   115   127   116   100    78    67    64    57    78   112\n",
-      "    62    68    89    95   118   125   126   119   100   100   100    83    87\n",
-      "    49    56    77    82   111   130   133    96    72    61    72    70    86\n",
-      "    56    54    66    84   107   119    90    81   102   108    84    55    85\n",
-      "    56    75    67    76    99   114    86    85    99   101   104    82    95\n",
-      "    64    84    85   101   106    67    54    44    57    73    73    74    76\n",
-      "    87   105    96   107    90    50    64    43    47    71   166    99    81\n",
-      "   111   119   109   100    80    83   118   105    96   152   191   156   119\n",
-      "   141   127   136   108   103    86    95   110   147   159   153   149   156\n",
-      "   118   113   103   103   124   114    89    92    87    93   104   118   137\n",
-      "   128   125   130   111   133   129   121   120   125   118   104   109   135\n",
-      "   131   129   163   123   127   129   125   117   112   111   128   168   168\n",
-      "   121   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   113   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   113   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   115   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   113   148   146   163   164   165   169   168   181   187   176   168   140\n",
-      "   106   125   146   163   163   169   168   172   179   186   181   159   110\n",
-      "   107   111   134   149   158   150   166   180   182   183   143   101    67\n",
-      "   110   106   105   124   147   155   166   183   175   148   127    83    50\n",
-      "   116   101    96   115   132   154   165   163   140   131   140    79    43\n",
-      "   121    86    89   108   133   149   162   147   147   170   152    83    49\n",
-      "   116    92    86   108   136   147   146   142   160   166   177   145    99\n",
-      "   101    83    79   103   120   132   142   159   149   163   168   164   158\n",
-      "    85    87    81    96   125   119   139   161   131   159   166   149   170\n",
-      "    79    86    94   107    99   106   133   139   120   140   165   146   171\n",
-      "    63    73    99   115    92    98    99   133   113   107   146   139   153\n",
-      "    53    70    96   106    71    77    72   117   108    85   110   105   116\n",
-      "    49    55    88   107    63    39    36    68    89    58    59    58    70\n",
-      "    47    49    74    90    55    33    40    36    46    47    37    38    41\n",
-      "    54    41    72    90    57    39    43    41    41    50    48    51    38\n",
-      "    58    43    72    97    68    54    50    54    55    55    65    73    56\n",
-      "    50    42    63   101    88    81    73    68    71    85    83    86    77\n",
-      "    52    36    61   102    95    93    91    93   101   108   110   104   101\n",
-      "    44    34    52    90    92   100   105   111   120   138   148   147   145\n",
-      "    38    33    40    68    77    95   108   119   131   149   166   178   189\n",
-      "    33    33    31    47    55    74    89   105   122   149   165   178   188\n",
-      "    29    32    27    34    39    51    63    80    98   119   140   154   162\n",
-      "    30    31    28    32    32    36    43    53    66    88   104   113   119\n",
-      "    31    30    30    32    31    30    33    36    42    47    62    77    90\n",
-      "    28    28    30    31    30    29    32    32    32    33    40    41    42\n",
-      "    26    27    30    29    25    31    32    30    32    28    31    39    56\n",
-      "    28    28    27    27    34    25    31    27    26    33    71   149   147\n",
-      "    29    31    25    26    29    32    30    40    64   110   161   182   145\n",
-      "    29    27    27    31    25    30    56   106   159   162   164   171   156\n",
-      "    27    29    27    25    28    27    93   128   143   138   143   154   148\n",
-      "    25    27    28    26    29    42   102   122   129   142   122   145   144\n",
-      "    27    26    24    27    33    79   105   104   116   130   133   123   129\n",
-      "    32    30    29    33    45    84   105   101   118   132   113   116   126\n",
-      "    82    73    50    46    62    90   123   119   114   131   123   113   110\n",
-      "   110   120   115   112   107   106   120   123   130   140   125   110   105\n",
-      "    91   115   127   129   128   125   125   118   117   132   126   117   105\n",
-      "    64    93   115   123   131   133   128   120   119   129   127   123   111\n",
-      "    50    77   101   111   128   138   132   124   123   125   128   126   116\n",
-      "    50    62    81    93   120   141   139   124   116   122   129   124   117\n",
-      "    52    60    78    91   112   130   134   126   122   124   128   119   117\n",
-      "    59    51    66    79    97   114   126   120   117   111   126   121   121\n",
-      "    82    63    67    73    90   100   119   128   119   114   127   117   119\n",
-      "   109    70    59    66    86    99   116   120   117   112   119   116   117\n",
-      "   128    88    61    58    74    88   109   113   115   111   112   116   114\n",
-      "   139   116    84    64    70    82   103   111   111   104   106   109   105\n",
-      "   135   128   100    65    64    69    82    96    95    98   105   105    99\n",
-      "   121   131   111    70    62    60    65    85    92    93   104   104    95\n",
-      "   115   121   116    81    61    52    55    70    83    84    93    99    83\n",
-      "   112   116   126   102    72    57    58    61    70    80    84    96    75\n",
-      "   111   113   114   111    87    66    57    64    64    77    79    85    71\n",
-      "    91    97   103   110    96    72    54    59    64    77    79    84    69\n",
-      "    75    81    89   103   101    82    60    60    68    75    76    80    65\n",
-      "    83    75    76    86    92    84    66    61    65    70    70    75    61\n",
-      "    81    80    77    77    84    83    73    63    62    68    67    72    61\n",
-      "    86    84    82    78    83    84    79    68    65    70    67    71    62\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    61    63    65    64    65    68    71    68    71    69    72    74    77\n",
-      "    57    57    55    65    61    61    63    62    68    64    63    63    66\n",
-      "    59    60    59    61    60    60    63    63    68    64    65    67    71\n",
-      "    64    60    64    64    66    64    64    61    65    61    62    65    68\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    85    72    70    69    66    65    63    61    67    66    67    67    70\n",
-      "   102    84    83    76    74    72    69    65    66    61    63    65    67\n",
-      "   142   130   142   137    97    83    71    67    70    65    68    73    72\n",
-      "   197   201   207   205   168   130    95    84    88    78    70    68    70\n",
-      "   210   220   226   229   205   197   149    84    82    77    68    78    75\n",
-      "   219   219   214   223   225   223   204   164   127    80    70    75    75\n",
-      "   212   220   222   221   234   235   230   230   211   150   116    94    88\n",
-      "   211   208   214   222   228   230   235   237   233   225   210   158   113\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   233   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   225\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   169   193   205   211   210   210   204   199   195   199   210   220   233\n",
-      "   142   163   192   210   210   213   208   209   208   205   195   202   217\n",
-      "   115   139   172   190   196   213   206   208   202   196   184   166   183\n",
-      "    91   107   142   166   187   194   194   198   180   174   150   105   133\n",
-      "    99    72   108   139   170   187   186   185   168   142    96    62    71\n",
-      "   125    77    74   122   171   179   173   162   129    99    68    53    56\n",
-      "   113   107    76   101   168   191   170   128    88    57    40    42    40\n",
-      "    81    98   116   122   163   195   145    81    77    72    74    86    77\n",
-      "   135   106   138   129   185   198   149    90    82    69    73    58    96\n",
-      "   152   105   125   129   176   212   184   130   105    57    64    73    78\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   104\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   182\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   143   131   124   122   142   166   200   215   136   133   163   191   211\n",
-      "   115   119   113   117   133   162   188   234   160   110   128   197   218\n",
-      "   115   120   109   117   133   156   189   220   205   124   114   132   201\n",
-      "   129   111    84    99   125   166   178   209   237   187   153   160   183\n",
-      "    93    63    53    70   120   166   186   210   238   233   204   168   174\n",
-      "    89    94    67    61   119   171   193   205   227   243   213   186   171\n",
-      "   102   129    95    67   111   170   196   204   215   235   239   182   161\n",
-      "    87   133   118    64    94   150   169   186   187   219   227   215   176\n",
-      "    57    75    76    65    63    99   123   143   144   175   218   223   195\n",
-      "    46    43    44    43    44    62    79    93   105   155   186   221   203\n",
-      "    89    63    39    41    48    43    51    90   141   113   149   203   198\n",
-      "   147   109    79    55    50    64   138   200   200   128   124   186   193\n",
-      "   162   132   122    97   111   137   184   203   218   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   105   141   139   108   147   177   177   163   193   199   202   207   176\n",
-      "    66    84    82    83   119   153   144   145   164   178   198   197   184\n",
-      "    44    43    40    57    73   106   113   120   138   152   182   180   167\n",
-      "    43    39    34    38    47    73    78    91   112   147   156   158   147\n",
-      "    48    45    50    46    46    63    81    45    72    93   138   145   140\n",
-      "    62    56    64    57    69    83    62    47    48   106   144   143   137\n",
-      "   100    96    94    91    85    88    65    44    75   149   148   143   137\n",
-      "   148   149   140   124   109   105    82    62   134   153   154   142   138\n",
-      "   196   193   185   175   151   131    84   125   158   161   138   145   138\n",
-      "   190   184   179   174   144   122   124   157   157   148   142   137   136\n",
-      "   168   168   162   151   138   101   126   135   143   146   143   138   136\n",
-      "   120   117   116   113    90    95   144    97   122   136   138   133   137\n",
-      "    87    71    66    67    63    74   115    83    87   114   123   139   136\n",
-      "    42    39    40    40    41    54    94    91    52    90   109   127   135\n",
-      "    88   108    81    48    40    40    67    82    41    59    91   109   130\n",
-      "   127   145   113    51    40    37    47    73    47    38    71    83   101\n",
-      "    91    96   111    58    37    33    33    58    52    28    57    71    69\n",
-      "    85    67    89    68    34    28    32    40    46    33    49    75    54\n",
-      "    95    57    70    57    32    27    30    29    37    34    38    67    52\n",
-      "   108    44    39    42    32    28    24    29    36    30    32    49    49\n",
-      "   128    58    36    32    32    28    24    29    34    29    33    36    43\n",
-      "   121    82    34    28    30    25    29    25    27    29    34    31    38\n",
-      "   114    96    41    28    28    28    26    26    28    30    29    28    29\n",
-      "   110   100    52    29    28    28    27    27    29    31    30    29    26\n",
-      "    98    91    59    33    28    28    28    28    29    31    31    30    28\n",
-      "    99    95    69    30    28    29    28    28    30    31    30    29    29\n",
-      "   103    97    77    31    29    30    30    30    30    31    30    29    27\n",
-      "   106    96    82    36    30    31    31    31    32    32    31    29    29\n",
-      "   116   102    87    39    30    31    32    32    32    32    31    29    30\n",
-      "   117    95    83    44    29    31    32    32    32    32    31    29    27\n",
-      "   114    99    82    49    29    31    32    32    32    31    30    28    27\n",
-      "   111    95    73    47    31    31    30    30    31    31    31    30    28\n",
-      "   108    92    69    51    32    30    29    30    31    31    31    30    29\n",
-      "   101    86    67    51    32    30    29    30    32    31    30    29    29\n",
-      "    96    81    70    50    33    31    29    31    32    31    29    28    30\n",
-      "    91    76    68    47    35    32    30    30    31    30    30    30    30\n",
-      "    77    64    56    41    34    32    30    31    31    30    30    31    31\n",
-      "    68    58    49    42    32    31    31    33    33    30    30    31    31\n",
-      "    56    47    44    39    33    30    30    32    33    31    30    31    35\n",
-      "    53    44    42    38    34    31    30    32    32    31    31    32    33\n",
-      "    49    41    41    38    36    34    32    33    34    33    33    35    33\n",
-      "    48    42    42    39    35    33    32    32    33    33    33    34    34\n",
-      "    51    45    45    41    38    37    36    37    38    38    37    37    40\n",
-      "    53    48    47    42    44    44    44    45    46    45    44    43    49\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    77    73    74    72    74    70    69    70    70    66    61    63    65\n",
-      "    67    65    68    68    72    70    69    66    66    61    55    54    56\n",
-      "    72    70    72    70    73    69    68    66    65    60    52    50    52\n",
-      "    70    69    73    73    77    74    72    68    66    61    54    50    53\n",
-      "    73    71    74    72    75    71    67    70    66    61    54    50    53\n",
-      "    70    71    75    77    82    78    74    72    67    62    56    50    54\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    75    75    77    77    81    75    69    74    68    64    58    51    54\n",
-      "    74    75    79    80    85    79    74    72    67    64    57    49    53\n",
-      "    78    79    80    82    80    85    79    72    69    63    56    52    56\n",
-      "    80    77    82    72    86    85    79    74    72    68    59    54    57\n",
-      "    74    79    83    85    82    83    76    74    74    71    63    57    60\n",
-      "    91    85    86    85    87    83    84    77    77    74    67    60    62\n",
-      "   144   105    97   105    94    83    87    84    82    78    71    63    64\n",
-      "   222   192   128   104    89    95    86    86    83    79    71    64    63\n",
-      "   239   226   186   120    97    94    91    87    83    78    71    63    63\n",
-      "   226   236   227   154   103    95    94    90    86    81    73    64    63\n",
-      "   232   225   220   182   118    98    94    89    87    80    73    65    64\n",
-      "   232   233   216   177   114   102    97    93    91    84    75    66    64\n",
-      "   228   231   220   167   129   102    94    95    94    86    77    67    64\n",
-      "   224   236   229   190   144   111    99    93    93    87    78    67    64\n",
-      "   224   228   235   213   163   118   102    92    94    88    79    68    64\n",
-      "   238   225   239   233   210   155   103    97    98    92    82    70    66\n",
-      "   240   232   226   238   232   201   111   104   105    97    85    73    68\n",
-      "   245   236   232   226   234   226   140   109   108    99    87    74    70\n",
-      "   230   240   226   228   232   235   161   106   102   101    91    78    69\n",
-      "   237   233   226   225   212   216   156   112   102    98    89    78    71\n",
-      "   228   233   227   231   210   183   144   138   109    97    91    79    68\n",
-      "   210   223   233   237   221   183   145   128   101    96    92    79    68\n",
-      "   237   227   232   245   233   199   151   115    96    99    95    81    73\n",
-      "   235   242   234   241   237   218   192   152   111    96    89    81    72\n",
-      "   219   223   229   241   246   231   200   188   132    99    85    79    68\n",
-      "   244   228   220   246   245   241   224   194   155   126    96    79    71\n",
-      "   224   235   225   239   243   245   232   208   153   127   106    84    71\n",
-      "   182   221   228   238   250   241   231   215   173   123    95    80    69\n",
-      "   119   180   224   236   245   241   242   228   188   125    96    75    71\n",
-      "    78   123   198   231   239   248   244   233   207   137   100    79    70\n",
-      "    51    97   184   227   230   242   240   237   212   169   130    86    76\n",
-      "    54    80   165   222   233   235   240   235   232   205   158   116    91\n",
-      "    93   119   190   227   230   224   232   235   235   224   185   138    89\n",
-      "   124   154   211   228   230   225   215   223   230   221   195   160    90\n",
-      "    70   156   217   224   226   218   207   210   226   221   196   147   106\n",
-      "   107   182   220   218   217   213   202   204   203   207   181   158    98\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   133    93\n",
-      "   165   205   205   203   195   182   185   168   171   145   125   121    98\n",
-      "   213   215   204   178   170   171   159   161   138   108    95   117    91\n",
-      "   215   216   201   167   145   127   140   156   113    91    85    88    72\n",
-      "   220   209   183   165   146   132   132   134   119    92    79    72    65\n",
-      "   202   207   167   144   133   127   122   112   107    91    82    71    62\n",
-      "   192   180   144   130   114   123   118   107    96    91    83    71    60\n",
-      "   183   155   130   116   108   120   114   101    90    84    79    67    62\n",
-      "   183   130   121   114   116   117   102   102    91    84    79    64    60\n",
-      "   180   118   117   117   123   111    91    89    78    78    75    63    57\n",
-      "   173   127   124   121   124   109    98    89    76    79    75    62    51\n",
-      "   157   129   120   114   112    98    94    84    73    76    75    63    58\n",
-      "   148   130   120   112   109    97    88    82    76    73    73    56    61\n",
-      "   137   126   120   108   106    98    85    75    74    68    73    55    71\n",
-      "   136   131   118   109   105    99    88    80    70    70    66    69    95\n",
-      "   127   125   117   111   105    98    87    78    75    69    57    84   114\n",
-      "   126   122   115   110   102    98    90    83    83    68    56    98   129\n",
-      "   129   124   115   108   100    98    92    86    82    63    64    99   116\n",
-      "   126   124   116   109   102    97    91    86    83    61    80   100    87\n",
-      "   125   122   116   109   104    98    93    88    87    63    91   100    59\n",
-      "   133   122   116   110   105    97    95    89    78    57    84    82    41\n",
-      "   139   123   119   113   106    95    94    92    66    49    76    65    39\n",
-      "   133   128   121   112   103    95    92    90    75    42    59    43    35\n",
-      "   134   129   123   115   105    98    94    94    79    36    42    35    33\n",
-      "   134   130   124   116   107   100    96    96    87    37    30    29    31\n",
-      "   133   130   124   116   107   100    97    97    97    49    29    31    29\n",
-      "   133   130   124   116   107   101    97   101   101    61    30    33    29\n",
-      "   134   132   126   118   109   102    99   105   101    71    29    31    28\n",
-      "   134   132   127   119   110   104   101   103   100    84    33    28    29\n",
-      "   133   131   126   119   110   104   101    99   100    97    40    28    30\n",
-      "   136   131   128   117   111   104   100   102   102    95    53    30    29\n",
-      "   132   134   132   121   115   107   108   105   106    99    71    30    29\n",
-      "   106   140   144   128   122   112   110   109   108   101    89    36    31\n",
-      "    66   129   150   132   124   121   114   113   108   102    97    52    35\n",
-      "    42    93   145   135   123   125   119   115   111   106    98    68    36\n",
-      "    42    57   133   144   129   124   120   117   114   111    98    72    33\n",
-      "    41    41   108   146   139   127   122   121   118   111   101    69    36\n",
-      "    30    38    79   138   146   136   131   128   121   110   105    66    42\n",
-      "    31    29    45    94   130   134   139   131   129   112    97    61    67\n",
-      "    32    32    33    49    70    98   134   142   104    76    59    56    81\n",
-      "    26    26    29    36    43    57    82    98    56    47    36    52    76\n",
-      "    27    28    28    32    36    40    49    45    35    58    42    64    74\n",
-      "    28    31    27    25    31    38    46    30    38    72    45    76    83\n",
-      "    26    28    29    30    32    33    37    37    45    73    60    96    89\n",
-      "    30    31    29    29    29    29    37    34    56    59    80   109    79\n",
-      "    32    33    28    28    30    31    39    42    85    56    97   120    80\n",
-      "    32    33    30    30    32    34    38    51    82    58    97    93    82\n",
-      "    32    32    30    30    32    35    38    61    75    76   105    75    93\n",
-      "    32    32    30    31    32    34    37    56    64    67    97    72    88\n",
-      "    32    32    32    32    32    33    36    37    42    43    54    53    56\n",
-      "    31    31    31    32    32    34    40    47    61    60    82    97    83\n",
-      "    31    30    30    31    32    38    47    85    85   107    98    79   101\n",
-      "    31    31    32    33    33    40    50    73    81   101    97    73    97\n",
-      "    32    34    35    35    34    40    50    52    68    88    90    85    92\n",
-      "    35    35    38    38    40    45    45    53    64    69    70    86    79\n",
-      "    35    52    71    71    58    51    55    67    70    72    73    81    77\n",
-      "    54    92   118   124   116   101    97    99    96    93    91    86    77\n",
-      "    52    77    83    93   108   110   116   113   114   114   114   107    95\n",
-      "    47    60    60    64    71    74    87   103   112   115   117   114   101\n",
-      "    53    58    56    56    55    55    68    75    89    98   102   107   103\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    63    61    66    61    60    58    64    62    64    62    67    70    70\n",
-      "    56    55    58    54    55    53    58    56    57    56    58    61    61\n",
-      "    53    53    54    52    54    53    55    53    54    55    57    61    61\n",
-      "    56    54    52    51    52    52    53    52    53    53    55    59    59\n",
-      "    56    52    53    52    52    53    53    54    53    54    52    56    56\n",
-      "    56    52    55    54    52    55    54    56    55    56    55    57    57\n",
-      "    59    54    53    53    51    55    54    56    53    54    55    57    56\n",
-      "    59    56    54    56    54    59    57    59    55    57    55    56    55\n",
-      "    61    60    56    56    59    60    56    58    52    56    54    52    54\n",
-      "    62    62    59    58    60    61    58    60    54    56    54    51    52\n",
-      "    65    67    63    61    60    62    60    62    56    56    56    53    53\n",
-      "    68    70    65    63    60    63    61    62    57    57    59    55    54\n",
-      "    68    69    65    65    61    64    61    61    58    58    61    56    55\n",
-      "    67    67    65    66    62    65    61    60    59    59    62    58    57\n",
-      "    67    68    64    66    61    65    62    60    60    60    62    59    60\n",
-      "    66    68    64    65    60    65    62    60    61    60    61    59    60\n",
-      "    70    69    67    65    65    63    65    62    62    59    62    64    60\n",
-      "    70    69    69    67    67    64    65    62    62    60    63    65    62\n",
-      "    70    69    68    67    67    63    64    60    60    58    60    64    63\n",
-      "    69    68    67    67    68    64    64    59    59    57    58    63    63\n",
-      "    68    66    67    67    69    65    65    60    59    57    59    64    64\n",
-      "    68    64    66    65    67    65    65    60    59    56    59    64    63\n",
-      "    69    64    65    64    65    62    64    60    60    57    58    63    63\n",
-      "    71    66    66    64    64    62    64    62    62    59    60    64    64\n",
-      "    72    69    70    66    63    63    63    61    60    61    59    67    65\n",
-      "    73    66    68    65    63    62    62    61    60    60    60    66    63\n",
-      "    70    65    64    63    62    61    61    60    60    60    61    65    62\n",
-      "    71    69    62    62    62    61    60    59    60    60    61    64    62\n",
-      "    74    67    64    64    64    62    61    60    60    60    59    62    61\n",
-      "    68    67    67    67    65    63    62    61    61    60    57    61    61\n",
-      "    64    69    66    66    64    62    62    63    63    62    58    62    62\n",
-      "    65    66    63    63    61    61    62    65    66    64    61    65    64\n",
-      "    68    67    65    65    60    61    59    64    61    60    63    61    64\n",
-      "    64    64    66    66    62    63    61    64    60    58    60    59    62\n",
-      "    71    69    67    67    64    65    63    64    60    58    60    59    62\n",
-      "    60    70    67    67    66    66    65    65    63    62    63    62    63\n",
-      "    70    68    67    67    67    66    66    65    66    66    66    64    62\n",
-      "    75    73    67    66    66    64    65    64    67    68    70    66    63\n",
-      "    78    66    66    63    63    61    65    63    67    67    71    68    65\n",
-      "    78    74    64    60    60    58    65    63    66    66    69    69    66\n",
-      "    68    71    64    62    61    59    63    66    64    67    68    71    67\n",
-      "    68    69    63    59    58    57    62    65    63    66    68    70    67\n",
-      "    71    60    64    59    57    58    63    65    63    67    67    68    65\n",
-      "    65    64    65    60    58    59    64    65    63    68    65    67    65\n",
-      "    68    65    65    61    61    60    63    64    63    69    67    68    65\n",
-      "    72    59    64    63    63    61    63    65    64    69    65    69    66\n",
-      "    63    65    63    64    64    61    64    67    65    68    70    69    61\n",
-      "    63    62    61    62    62    59    62    67    65    65    63    66    65\n",
-      "    55    58    56    62    58    61    71   101   150    77    68    62    73\n",
-      "    58    62    58    54    63    59    68   107   153   128    62    63    95\n",
-      "    56    58    58    57    59    44    57    77    90   105    51    60   104\n",
-      "    55    58    53    56    44    36    50    51    40    51    43    62    95\n",
-      "    51    51    50    42    33    36    44    52    45    35    47    86   139\n",
-      "    56    52    42    34    31    33    45    54    42    34    61   105   148\n",
-      "    50    36    31    33    31    43    73    65    34    34    44    87   112\n",
-      "    53    32    30    32    32    64   102    79    42    32    32    46    58\n",
-      "    78    36    29    32    42    85   127   117    58    38    38    47    53\n",
-      "   109    43    29    37    55    91   150   170   139    98    82    81    67\n",
-      "   118    46    31    38    60    92   139   170   176   151   114    95    72\n",
-      "    82    37    37    47    66    89   123   164   167   143   129   115   107\n",
-      "    47    33    35    46    65    79   117   159   157   139   121   139   149\n",
-      "    38    35    47    60    77    75   110   131   135   128   112   143   164\n",
-      "    38    35    43    70    82    78   116   136   142   121   115   119   148\n",
-      "    38    40    49    72    70    85   114   125   137   123   133   108   141\n",
-      "    38    41    53    65    66    91   122   129   136   137   125   110   131\n",
-      "    38    39    50    69    68    96   122   119   133   143   127   123   133\n",
-      "    37    37    48    64    71    98   122   117   122   139   126   116   130\n",
-      "    35    38    48    51    72    96   119   126   113   123   117   105   118\n",
-      "    33    39    49    48    69    94   115   133   117   110   106   102   116\n",
-      "    32    38    50    58    65    96   114   129   128   112   107   107   120\n",
-      "    34    39    51    68    66   100   118   124   127   118   115   125   118\n",
-      "    36    42    52    69    69   102   123   124   117   120   115   133   122\n",
-      "    35    48    57    69    71   113   129   126   103   117   119   134   114\n",
-      "    39    53    56    64    75   112   130   122   116   115   122   122   120\n",
-      "    46    61    69    67    81   108   122   110   119   104   122   116   125\n",
-      "    56    71    79    72    88   111   119   110   119   105   117   120   123\n",
-      "    65    84    82    85   105   124   114   108   108   116   113   122   120\n",
-      "    68    94   109   106   111   127   118   119   108   118   115   122   123\n",
-      "    69   100   110   118   127   134   118   116   120   138   125   124   126\n",
-      "    72   103   106   112   119   127   122   118   124   125   137   127   123\n",
-      "    85   101   107   118   121   124   130   126   125   134   133   128   125\n",
-      "    71    78    99   106   110   113   132   140   146   147   144   132   122\n",
-      "    52    71    79    70    80    92   109   114   135   149   149   141   130\n",
-      "    54    82    89    64    76    91    81    73    93   107   130   130   116\n",
-      "    60    79    85    64    81    94    71    77    87    78    79   101    99\n",
-      "    69    91    84    71    87    92    63    76    81    65    84    84    78\n",
-      "    82   105    85    82    96    92    65    74    79    75    96    81    82\n",
-      "   106   111    82    92   106    93    76    82    83    82    92    74    80\n",
-      "   110   102    91   105   110    86    83   100    83    84    85    70    90\n",
-      "   112    95    94   105   106    86   103    99    80    99    94    84    91\n",
-      "   113    85   103   106   110    95   107   103    86    99    89    96    93\n",
-      "    88    84    87   125    96    96   115    90    90   108    76    98    87\n",
-      "   101    63    74    97    90    97   115    95    91   110    88   110    87\n",
-      "   115    94   109   102    71    67    92    96   107   112    95   110    88\n",
-      "    98    90   117   120   116    95    61    75    90   108   102   107    98\n",
-      "    69    89   110   148   123   125    87    76    54    81   109   103   103\n",
-      "    58    73   100   147   131   117    97    99    82    55    53    88   101\n",
-      "    65    75   105   150   151   127   116   110    97    99    62    64    91\n",
-      "    71    71    98   134   150   115   124   117   103   122    88    50    69\n",
-      "    89    87   108   138   159   119   133   130   116   130   107    58    44\n",
-      "    94    97   119   145   165   130   127   122   116   124   112    76    41\n",
-      "   101   112   132   148   164   141   124   116   118   124   117    80    49\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    72    69    71    70    71    65    62    61    60    58    56    57    60\n",
-      "    64    61    63    62    62    58    56    54    53    51    48    49    52\n",
-      "    64    61    64    62    62    59    57    56    54    51    48    49    52\n",
-      "    62    60    63    62    62    60    58    56    54    50    47    48    52\n",
-      "    59    58    62    60    61    60    58    56    53    48    45    48    53\n",
-      "    61    59    63    62    62    61    60    58    55    50    47    50    56\n",
-      "    59    58    61    60    60    59    58    58    55    49    46    49    55\n",
-      "    57    56    59    58    58    58    58    59    57    51    47    50    55\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    56    55    55    55    53    56    55    57    52    49    44    48    53\n",
-      "    54    54    54    55    53    56    56    57    52    49    43    48    53\n",
-      "    55    55    55    56    54    56    56    57    52    48    42    47    53\n",
-      "    55    56    56    56    53    55    55    57    51    47    41    47    53\n",
-      "    56    55    55    54    51    55    54    56    51    47    42    49    55\n",
-      "    58    56    55    54    51    54    54    56    51    49    44    50    55\n",
-      "    60    58    56    54    51    54    53    54    51    49    45    50    54\n",
-      "    61    58    55    53    50    53    52    53    50    49    44    49    53\n",
-      "    60    57    56    50    51    51    52    51    50    49    46    47    53\n",
-      "    62    57    55    49    49    51    52    51    49    48    45    46    51\n",
-      "    63    59    56    50    51    51    52    50    49    48    45    46    51\n",
-      "    64    59    57    52    54    51    51    50    48    47    44    45    50\n",
-      "    64    59    57    52    55    51    50    48    46    45    43    44    49\n",
-      "    64    60    58    54    56    52    51    48    46    46    44    45    50\n",
-      "    65    62    60    55    56    54    52    49    46    46    45    47    52\n",
-      "    66    62    60    53    53    53    51    47    45    44    44    46    52\n",
-      "    68    61    64    55    54    50    50    48    45    44    42    45    51\n",
-      "    66    60    62    54    54    50    49    47    45    44    42    43    48\n",
-      "    65    59    58    51    52    49    48    46    45    45    42    42    46\n",
-      "    64    58    55    49    51    50    48    46    46    45    42    42    47\n",
-      "    62    59    55    50    51    49    48    46    46    45    41    42    48\n",
-      "    60    58    54    50    51    48    47    45    45    44    40    42    48\n",
-      "    58    56    52    49    48    48    46    44    45    45    41    40    46\n",
-      "    57    54    50    47    45    49    46    44    46    46    41    39    44\n",
-      "    55    53    48    47    45    48    49    46    42    43    43    41    41\n",
-      "    54    52    48    47    47    47    47    44    42    43    43    43    44\n",
-      "    56    54    52    51    51    49    47    44    44    46    45    45    48\n",
-      "    58    56    56    55    56    51    49    46    47    49    46    45    49\n",
-      "    58    57    59    57    57    52    50    49    50    51    48    46    49\n",
-      "    60    58    62    58    58    54    53    52    52    54    51    49    51\n",
-      "    64    61    64    58    58    56    56    54    53    54    53    52    53\n",
-      "    66    61    64    57    57    56    57    54    51    51    52    51    51\n",
-      "    63    62    62    63    59    57    60    53    50    53    50    49    51\n",
-      "    65    63    62    61    55    53    57    58    56    52    50    49    47\n",
-      "    64    64    63    64    61    61    59    60    56    50    50    51    48\n",
-      "    65    64    61    61    58    60    56    57    56    53    52    49    48\n",
-      "    64    62    61    63    62    58    58    60    55    51    49    46    50\n",
-      "    65    64    63    64    60    64    57    58    53    49    49    47    53\n",
-      "    64    82   112   142   154   120    70    51    54    52    51    48    50\n",
-      "    79   114   161   203   220   229   119    58    54    49    47    45    47\n",
-      "   107   134   165   205   221   228   179   137   148   114    56    57    53\n",
-      "   140   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   146   185   163   139    83    84   107   124   113   133   144   177   218\n",
-      "   166   161   113    88    87    80    75    98   120   123   145   163   181\n",
-      "   127   112    84    94    84    68   100   146   181   148   128   123   138\n",
-      "   101    74    74    73    91   114   154   167   157   118    95    95    98\n",
-      "    79    49    52    53   118   159   139   110    97    75    62    98   127\n",
-      "    42    42    34    39    76   119   108    80    52    44    92   126    88\n",
-      "    47    36    34    27    36    64    58    34    44    74    73    57    48\n",
-      "    41    31    31    28    31    30    26    32    56    61    39    26    31\n",
-      "    45    36    37    42    36    28    41    63    60    39    27    26    26\n",
-      "    89    79    91    92    61    56    72    87    61    27    27    30    27\n",
-      "   136   130   149   128    77    75    88    96    65    36    32    25    23\n",
-      "   165   168   172   132    96    92    94    91    64    41    30    22    33\n",
-      "   165   165   149   114   107   112    97    77    54    36    25    31    58\n",
-      "   159   148   125   105   107   120   116    89    47    33    47    64    76\n",
-      "   145   142   110    93    99   116   126   104    55    52    84    79    75\n",
-      "   143   126   118    95    90   133   134   105    86    79    92    88    93\n",
-      "   134   123   111   100    92   121   152   110    80    89   152   168   151\n",
-      "   137   123   115   104   101    88   116    71    50    67   108   105    96\n",
-      "   130   125   115    99    82    53    44    33    31    26    56    65    48\n",
-      "   118   123    97    73    46    32    24    25    25    23    24    21    25\n",
-      "   115   101    78    45    33    28    27    29    24    19    20    20    22\n",
-      "    99    81    57    35    31    27    24    22    24    21    21    23    26\n",
-      "    94    76    45    28    26    24    20    23    22    18    20    22    26\n",
-      "   106    81    49    40    30    29    27    29    24    20    21    22    23\n",
-      "   111    84    52    50    44    39    32    28    22    21    27    26    24\n",
-      "   106    89    61    49    49    40    31    27    22    22    27    27    27\n",
-      "   105    94    73    50    42    35    28    27    27    24    23    24    28\n",
-      "   114    94    77    62    49    43    28    24    25    26    26    25    28\n",
-      "   122    98    73    66    54    44    29    23    24    26    29    28    29\n",
-      "   122   109    71    57    41    30    26    29    29    26    26    27    31\n",
-      "   107   110    95    48    31    25    27    26    27    28    35    34    29\n",
-      "   115    87    67    46    29    25    23    32    24    61    55    32    36\n",
-      "   109    79    38    29    24    28    29    21    24    63    81    36    34\n",
-      "    85    40    31    24    26    19    27    23    23    38    66    47    30\n",
-      "    51    33    26    25    23    29    29    25    28    38    79    66    29\n",
-      "    68    30    22    30    27    22    33    33    25    37    86    66    32\n",
-      "    88    77    39    25    31    35    41    40    29    64    85    62    28\n",
-      "    92    96    72    31    37    42    50    37    65    78    70    43    31\n",
-      "    75    84    80    41    44    52    53    57    72    64    46    35    29\n",
-      "    73    77    68    50    57    57    69    68    57    38    34    34    31\n",
-      "    83    77    53    47    51    47    46    41    36    33    41    37    34\n",
-      "    87    67    34    31    29    33    27    27    33    38    43    34    37\n",
-      "    89    56    30    32    31    30    33    36    37    39    45    35    36\n",
-      "    83    43    30    30    32    31    37    37    39    44    48    37    34\n",
-      "    81    41    35    32    35    30    41    41    44    45    43    37    38\n",
-      "    73    33    33    33    39    35    48    41    42    46    50    48    44\n",
-      "    59    32    31    39    39    36    46    46    44    49    54    50    44\n",
-      "    44    31    34    38    37    35    44    51    45    51    46    49    42\n",
-      "    42    37    34    38    45    37    44    54    51    52    44    50    45\n",
-      "    44    37    32    39    48    37    43    48    55    48    43    48    46\n",
-      "    43    37    38    46    49    46    47    48    57    53    48    53    50\n",
-      "    46    46    46    49    58    59    56    54    57    63    52    61    56\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    61    59    57    57    58    60    61    62    59    63    68    72    71\n",
-      "    55    53    52    52    53    54    54    54    52    56    60    62    61\n",
-      "    53    52    51    51    52    52    51    50    52    57    62    65    65\n",
-      "    56    54    52    52    53    53    51    50    47    54    61    66    66\n",
-      "    57    55    53    52    52    52    51    51    52    59    67    72    71\n",
-      "    59    57    55    54    53    53    53    54    53    58    64    68    67\n",
-      "    59    59    58    56    54    54    55    56    56    60    64    67    67\n",
-      "    57    57    57    56    54    53    54    56    60    63    65    68    68\n",
-      "    60    57    53    54    50    51    52    58    57    58    60    64    64\n",
-      "    60    57    53    55    51    52    53    58    61    61    62    65    65\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    58    56    52    55    52    53    53    59    58    59    60    61    64\n",
-      "    56    55    52    55    51    52    52    57    56    57    58    58    64\n",
-      "    56    54    52    55    51    52    51    56    58    58    61    59    65\n",
-      "    56    54    52    55    51    51    51    56    58    57    61    59    66\n",
-      "    55    53    51    54    50    51    51    55    56    54    59    57    64\n",
-      "    54    52    50    53    49    50    50    55    57    54    59    56    63\n",
-      "    55    54    53    52    51    51    52    53    55    55    54    55    56\n",
-      "    56    55    54    52    51    50    51    52    55    55    53    53    54\n",
-      "    56    56    55    53    50    49    49    49    51    52    50    50    52\n",
-      "    55    55    54    52    50    48    47    48    49    50    49    49    51\n",
-      "    53    53    52    51    49    47    47    47    49    51    50    50    51\n",
-      "    52    52    51    50    49    48    47    46    47    51    52    51    52\n",
-      "    54    52    50    49    49    48    46    45    44    50    52    51    52\n",
-      "    56    53    50    49    49    48    46    44    44    51    54    52    51\n",
-      "    53    51    51    49    46    47    49    49    50    49    51    50    50\n",
-      "    53    51    51    50    48    47    48    46    48    48    50    49    49\n",
-      "    51    49    50    50    49    49    48    45    45    45    47    47    48\n",
-      "    51    49    50    51    51    51    49    46    43    43    46    46    48\n",
-      "    55    52    51    51    50    50    49    45    43    42    45    46    48\n",
-      "    53    49    48    48    47    47    46    44    43    42    44    44    46\n",
-      "    48    46    45    45    44    45    45    43    43    42    43    44    46\n",
-      "    49    47    46    46    44    44    45    43    42    41    42    43    46\n",
-      "    45    47    47    46    45    45    44    42    42    41    41    41    45\n",
-      "    46    46    46    45    45    45    44    43    42    42    43    42    45\n",
-      "    49    48    47    46    46    47    47    46    45    45    47    46    47\n",
-      "    52    51    49    49    49    49    48    47    47    47    49    48    48\n",
-      "    54    52    51    51    51    50    48    47    47    46    48    47    49\n",
-      "    56    54    52    52    53    52    49    48    48    46    48    48    50\n",
-      "    58    55    52    53    54    53    51    49    50    48    49    49    52\n",
-      "    58    54    50    51    52    52    50    49    49    48    49    49    51\n",
-      "    52    51    50    50    51    51    50    49    47    48    47    49    50\n",
-      "    51    50    49    49    49    49    49    48    47    47    47    49    51\n",
-      "    51    50    48    47    46    46    47    47    46    47    47    49    50\n",
-      "    50    49    48    47    45    45    45    46    46    46    47    49    50\n",
-      "    51    51    50    49    48    47    46    46    46    47    47    48    50\n",
-      "    53    52    52    51    50    48    47    47    46    47    46    47    49\n",
-      "    52    51    49    48    48    47    46    45    46    45    44    45    46\n",
-      "    50    48    45    44    44    44    44    43    44    44    42    43    43\n",
-      "    50    45    44    47    47    42    43    43    44    42    43    43    43\n",
-      "   133    68    48    41    42    47    44    44    44    43    43    43    44\n",
-      "   231   177    57    54    72    95   127    73    44    42    42    41    43\n",
-      "   216   216    85   103   147   157   200   155    44    41    41    40    41\n",
-      "   166   170   171   170   169   184   182   139    44    42    42    41    42\n",
-      "   120   146   182   206   169   169   167   109    41    40    41    40    42\n",
-      "   131   143   160   199   205   173   108    45    38    37    39    39    40\n",
-      "   112   143   184   186   214   216   205    96    38    37    39    39    40\n",
-      "    87   102   101    95   126   178   206   174    55    83    75    42    38\n",
-      "    50    74    61    45    58    81   120   150   104   125   152    86    40\n",
-      "    25    34    27    30    33    44    81   123   134   154   114    73    35\n",
-      "    27    28    29    31    41    94   141   170   153    90    88    46    37\n",
-      "    24    30    50    84   117   141   124   132   102    57    42    38    37\n",
-      "    52    90   114   130   146   148   102    85    56    32    29    33    34\n",
-      "   105   134   136   135   122   102    66    39    33    25    39    35    32\n",
-      "    96   132   117    99    68    41    38    28    32    31    33    28    35\n",
-      "    75   103   103   106    95    64    38    30    32    31    31    31    33\n",
-      "   123   136   141   151   200   198   128    33    31    30    31    31    33\n",
-      "   158   155   141   149   170   170   154    47    30    29    31    31    33\n",
-      "   120   113   113   120   106   109    99    32    30    29    31    31    33\n",
-      "    49    45    44    60    48    39    31    33    31    29    31    30    32\n",
-      "    21    29    20    19    23    30    31    28    30    29    30    29    31\n",
-      "    20    14    27    23    23    35    28    31    30    29    31    30    31\n",
-      "    25    23    17    24    28    34    30    29    30    29    32    31    33\n",
-      "    24    23    26    31    33    32    29    29    30    29    29    31    33\n",
-      "    25    25    28    32    33    31    30    31    30    30    30    31    33\n",
-      "    27    28    31    32    31    29    30    32    30    32    31    31    33\n",
-      "    29    30    31    32    31    30    31    33    30    32    32    31    33\n",
-      "    31    31    31    31    31    31    32    33    30    32    32    31    33\n",
-      "    31    31    31    31    31    32    32    33    31    32    31    32    34\n",
-      "    32    32    32    32    32    32    32    32    33    32    31    33    35\n",
-      "    32    33    33    33    32    32    32    32    34    32    31    34    37\n",
-      "    30    32    33    34    33    32    32    32    31    32    32    34    36\n",
-      "    31    32    33    34    33    32    32    32    32    34    34    36    38\n",
-      "    32    32    33    33    33    33    32    32    33    34    35    36    38\n",
-      "    32    32    32    33    33    33    32    32    33    34    34    35    37\n",
-      "    32    32    32    32    33    33    33    32    33    34    34    35    36\n",
-      "    31    32    32    33    33    33    34    34    35    36    36    36    37\n",
-      "    31    32    33    34    34    34    35    36    37    37    36    36    38\n",
-      "    31    32    34    34    34    34    36    37    37    37    36    36    37\n",
-      "    29    31    33    34    34    33    32    31    32    34    33    33    34\n",
-      "    31    31    32    33    33    32    32    32    32    34    34    34    36\n",
-      "    34    34    34    33    33    33    34    35    34    36    36    36    39\n",
-      "    34    34    33    33    33    33    34    35    35    36    36    37    39\n",
-      "    32    32    32    32    32    32    33    33    34    34    34    35    38\n",
-      "    34    33    33    34    34    35    35    35    35    36    36    39    42\n",
-      "    39    38    38    38    39    40    41    41    41    41    42    46    49\n",
-      "    43    42    41    41    43    44    45    46    46    46    47    51    54\n",
-      "    43    42    41    42    44    46    47    47    48    49    49    49    52\n",
-      "    42    41    41    41    42    45    47    48    49    50    49    50    53\n",
-      "    43    43    42    42    43    45    47    49    47    48    47    48    50\n",
-      "    39    39    38    38    38    40    41    42    38    40    39    39    41\n",
-      "    39    38    37    37    38    38    38    37    38    39    38    38    40\n",
-      "    45    44    43    43    44    43    42    40    43    44    43    43    45\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    67    68    74\n",
-      "    58    59    67\n",
-      "    61    63    71\n",
-      "    61    62    69\n",
-      "    65    65    71\n",
-      "    63    64    70\n",
-      "    64    65    71\n",
-      "    64    64    70\n",
-      "    61    62    71\n",
-      "    63    65    73\n",
-      "    65    68    75\n",
-      "    64    69    73\n",
-      "    63    67    70\n",
-      "    61    66    69\n",
-      "    58    63    68\n",
-      "    54    61    67\n",
-      "    55    58    65\n",
-      "    54    57    63\n",
-      "    54    58    65\n",
-      "    54    59    66\n",
-      "    54    59    66\n",
-      "    54    59    67\n",
-      "    53    59    67\n",
-      "    52    57    65\n",
-      "    51    55    66\n",
-      "    50    53    64\n",
-      "    49    52    62\n",
-      "    50    52    62\n",
-      "    49    51    61\n",
-      "    48    49    58\n",
-      "    47    49    58\n",
-      "    48    50    59\n",
-      "    50    50    56\n",
-      "    48    49    56\n",
-      "    49    50    58\n",
-      "    50    51    59\n",
-      "    50    51    58\n",
-      "    51    51    59\n",
-      "    52    52    59\n",
-      "    51    51    59\n",
-      "    49    52    58\n",
-      "    49    52    58\n",
-      "    49    51    58\n",
-      "    49    51    57\n",
-      "    48    51    57\n",
-      "    47    50    56\n",
-      "    45    47    54\n",
-      "    42    45    52\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    43    44    52\n",
-      "    45    46    54\n",
-      "    44    45    54\n",
-      "    42    44    52\n",
-      "    42    44    53\n",
-      "    42    44    52\n",
-      "    41    41    49\n",
-      "    40    39    47\n",
-      "    39    43    47\n",
-      "    38    45    49\n",
-      "    38    37    46\n",
-      "    39    44    44\n",
-      "    34    35    47\n",
-      "    39    38    47\n",
-      "    37    37    40\n",
-      "    33    39    46\n",
-      "    36    37    44\n",
-      "    35    35    42\n",
-      "    35    35    41\n",
-      "    34    35    41\n",
-      "    34    35    42\n",
-      "    33    34    42\n",
-      "    33    34    41\n",
-      "    33    34    41\n",
-      "    31    34    42\n",
-      "    32    35    42\n",
-      "    34    36    42\n",
-      "    35    37    41\n",
-      "    35    37    41\n",
-      "    35    37    42\n",
-      "    35    38    44\n",
-      "    35    38    45\n",
-      "    37    40    46\n",
-      "    38    41    47\n",
-      "    38    40    46\n",
-      "    36    38    44\n",
-      "    36    38    44\n",
-      "    37    39    45\n",
-      "    37    40    46\n",
-      "    37    40    46\n",
-      "    35    39    44\n",
-      "    37    41    46\n",
-      "    40    43    49\n",
-      "    39    41    47\n",
-      "    37    39    45\n",
-      "    41    43    49\n",
-      "    49    51    57\n",
-      "    54    55    61\n",
-      "    55    60    66\n",
-      "    55    59    65\n",
-      "    52    55    60\n",
-      "    42    44    48\n",
-      "    40    41    45\n",
-      "    45    46    50\n",
-      "\n",
-      "\n",
-      "I(:,:,3) =\n",
-      "\n",
-      "  Columns 1 through 13\n",
-      "\n",
-      "    54    46    45    44    44    45    42    42    43    46    48    47    48\n",
-      "    51    42    40    39    37    37    34    34    36    40    42    42    43\n",
-      "    49    41    39    37    35    35    33    32    33    36    39    40    41\n",
-      "    50    42    40    38    36    36    34    34    33    36    39    41    43\n",
-      "    51    42    40    38    35    35    32    32    32    34    38    40    43\n",
-      "    50    42    40    38    36    36    34    34    33    35    38    41    43\n",
-      "    49    42    41    40    38    38    37    37    35    37    40    42    44\n",
-      "    50    42    42    40    37    37    35    35    36    37    39    41    43\n",
-      "    49    44    41    39    36    36    36    35    35    37    39    43    46\n",
-      "    49    44    42    41    38    37    37    35    36    38    41    44    47\n",
-      "    49    45    43    42    40    38    37    35    36    39    42    45    48\n",
-      "    49    45    43    43    40    39    38    35    36    39    42    46    49\n",
-      "    50    45    43    42    39    38    38    36    36    40    44    48    51\n",
-      "    51    46    43    41    39    38    38    37    37    41    46    51    54\n",
-      "    51    46    43    42    39    39    39    37    38    43    48    53    57\n",
-      "    50    46    44    43    40    39    39    37    38    43    49    55    58\n",
-      "    50    45    43    42    39    38    39    39    39    44    54    56    63\n",
-      "    51    45    42    42    40    39    40    40    40    44    52    55    63\n",
-      "    53    46    42    42    40    40    41    40    41    46    56    62    68\n",
-      "    54    47    42    42    41    41    41    40    42    49    61    69    72\n",
-      "    54    47    43    44    44    43    43    41    43    49    61    70    72\n",
-      "    54    47    44    45    45    46    46    45    44    52    65    76    75\n",
-      "    56    49    45    46    45    46    47    47    47    56    69    80    78\n",
-      "    58    51    46    45    44    45    47    47    50    58    68    77    75\n",
-      "    60    52    48    45    45    46    46    49    52    57    70    81    79\n",
-      "    61    53    48    45    45    47    47    50    51    60    73    81    74\n",
-      "    61    53    48    45    45    48    48    52    52    62    73    83    71\n",
-      "    61    53    48    45    47    50    51    55    55    64    75    87    68\n",
-      "    61    53    49    46    49    53    54    58    58    69    77    82    58\n",
-      "    62    54    50    49    52    56    57    60    58    70    71    64    44\n",
-      "    62    54    51    50    54    57    57    60    58    66    61    52    42\n",
-      "    61    54    51    51    54    57    56    59    58    62    58    55    51\n",
-      "    63    57    53    50    53    56    55    60    60    59    58    74    53\n",
-      "    61    55    52    50    53    56    56    61    57    52    58    69    49\n",
-      "    67    59    55    52    52    55    54    58    58    52    64    67    53\n",
-      "    65    56    53    52    54    58    61    65    56    55    69    63    56\n",
-      "    73    61    56    53    52    57    59    60    54    60    73    66    59\n",
-      "    69    56    52    52    53    60    63    63    53    64    77    75    69\n",
-      "    75    59    55    54    54    59    59    56    51    63    74    74    74\n",
-      "    74    58    55    55    56    61    61    56    55    65    71    67    76\n",
-      "    71    57    54    52    56    56    57    58    56    63    66    61    70\n",
-      "    71    57    54    52    56    57    60    62    59    56    57    49    49\n",
-      "    70    57    54    51    56    58    63    66    66    54    53    42    33\n",
-      "    70    56    53    51    56    60    65    68    71    58    55    43    31\n",
-      "    70    57    54    52    58    62    66    67    72    64    56    40    31\n",
-      "    71    59    56    54    59    63    67    69    76    70    54    36    32\n",
-      "    72    62    60    57    61    64    70    72    79    72    54    34    33\n",
-      "    73    64    63    59    61    65    72    76    78    70    53    35    34\n",
-      "    72    65    62    61    63    68    71    76    75    73    52    36    36\n",
-      "    74    67    64    63    65    70    72    78    79    74    50    41    47\n",
-      "    74    68    65    64    67    72    75    81    80    81    59    48    52\n",
-      "    75    69    67    65    67    72    76    82    83    81    71    70    77\n",
-      "    78    72    69    67    68    72    76    82    84    84    78    76    93\n",
-      "    79    73    71    69    70    75    79    87    87    89    86    84    95\n",
-      "    81    75    73    71    72    77    82    90    90    84    90   101    83\n",
-      "    85    79    76    73    73    77    81    88    85    82    86    79    38\n",
-      "    83    80    74    78    75    75    78    91    80    83    66    39    27\n",
-      "    86    82    75    74    69    74    78    83    79    58    37    27    26\n",
-      "    89    81    75    75    68    71    77    83    67    40    26    29    29\n",
-      "    92    81    76    76    72    74    75    69    41    31    32    39    40\n",
-      "    95    86    81    78    75    73    60    39    31    32    36    45    50\n",
-      "    97    88    87    83    73    54    40    27    37    37    39    48    55\n",
-      "    97    89    85    72    55    34    32    36    38    38    43    52    56\n",
-      "    97    94    77    45    33    32    38    37    43    42    49    54    53\n",
-      "   100    71    49    32    32    32    39    43    53    58    55    52    62\n",
-      "    77    47    32    29    37    37    39    43    53    57    63    66    71\n",
-      "    48    37    35    31    33    37    43    48    55    52    58    60    61\n",
-      "    42    38    38    33    33    40    46    48    52    50    62    67    66\n",
-      "    45    36    36    37    35    37    41    49    48    53    70    78    76\n",
-      "    43    37    36    38    34    37    38    43    47    57    69    73    72\n",
-      "    44    37    32    35    37    45    40    36    47    63    70    74    71\n",
-      "    41    33    34    42    38    39    38    46    54    71    71    74    70\n",
-      "    38    34    35    37    39    38    35    40    57    63    62    65    74\n",
-      "    38    33    33    35    38    35    32    38    53    61    61    61    64\n",
-      "    39    32    31    33    36    34    33    41    56    63    66    64    68\n",
-      "    41    33    31    32    34    33    35    47    65    70    72    69    74\n",
-      "    40    33    31    31    32    31    34    46    62    70    72    70    74\n",
-      "    37    33    32    31    30    28    29    39    52    66    69    68    70\n",
-      "    37    33    32    30    30    29    27    33    49    64    61    62    64\n",
-      "    38    35    33    30    31    31    29    32    47    61    53    58    67\n",
-      "    38    34    33    31    32    34    31    30    48    61    54    57    68\n",
-      "    40    35    33    31    32    35    34    36    37    41    39    46    55\n",
-      "    39    32    31    30    33    36    38    45    43    40    41    47    62\n",
-      "    38    31    29    31    33    36    40    49    42    42    52    52    58\n",
-      "    40    32    31    31    32    33    36    45    57    43    50    57    66\n",
-      "    39    32    31    31    32    33    35    43    58    53    60    58    58\n",
-      "    38    32    31    31    32    35    36    42    44    43    46    45    57\n",
-      "    40    34    32    31    32    35    36    41    44    41    42    44    54\n",
-      "    41    32    30    30    31    35    36    40    43    38    45    53    52\n",
-      "    40    31    29    29    29    32    33    36    39    43    43    45    49\n",
-      "    39    30    28    28    28    30    30    32    36    37    41    43    42\n",
-      "    39    30    29    28    28    29    29    31    34    33    40    44    40\n",
-      "    39    31    29    28    28    29    28    30    33    38    37    40    44\n",
-      "    39    30    28    28    27    28    28    30    30    32    35    41    44\n",
-      "    39    30    28    27    26    28    27    29    29    27    33    41    40\n",
-      "    39    30    28    27    26    27    27    29    28    35    33    33    39\n",
-      "    37    31    26    26    27    27    27    28    30    31    32    33    35\n",
-      "    36    31    26    25    26    26    26    27    27    28    30    33    35\n",
-      "    39    33    28    27    28    28    28    30    31    31    32    33    35\n",
-      "    38    33    28    26    27    28    29    30    38    36    35    34    35\n",
-      "    41    37    33    31    31    32    34    36    40    38    37    37    39\n",
-      "    46    43    40    38    38    39    42    43    42    41    42    44    44\n",
-      "\n",
-      "  Columns 14 through 26\n",
-      "\n",
-      "    50    52    51    51    53    54    56    59    60    62    67    67    66\n",
-      "    45    46    46    49    50    50    50    52    52    54    58    56    57\n",
-      "    44    46    46    48    49    48    48    50    51    53    58    55    57\n",
-      "    46    48    49    49    51    50    49    52    54    56    60    57    58\n",
-      "    46    48    49    51    52    51    50    51    53    55    58    59    59\n",
-      "    46    48    50    51    54    53    52    53    54    56    58    61    61\n",
-      "    47    50    52    52    56    56    55    58    60    61    63    62    62\n",
-      "    46    49    51    53    57    58    58    60    62    62    64    66    67\n",
-      "    46    47    51    53    53    60    61    62    63    68    64    71    73\n",
-      "    46    47    52    53    57    64    61    62    65    71    67    72    66\n",
-      "    47    48    52    57    58    63    61    64    68    74    72    78    70\n",
-      "    48    48    53    56    57    65    68    71    71    76    78    76    71\n",
-      "    50    51    55    62    64    68    68    74    76    82    85    81    80\n",
-      "    53    54    59    68    69    71    72    85    87    82    73    73    96\n",
-      "    57    58    62    66    70    77    82    90    81    70    62    81    89\n",
-      "    58    60    64    74    76    80    78    69    52    60    82    91    81\n",
-      "    61    64    66    77    75    78    60    51    59    83    94    73    44\n",
-      "    64    70    73    76    79    71    52    60    82    89    80    54    53\n",
-      "    69    73    76    78    64    48    49    71    91    94    98   106   100\n",
-      "    73    77    80    80    61    46    60    83   109   124   143   145   148\n",
-      "    77    82    83    62    45    48    78   106   134   151   165   165   146\n",
-      "    81    79    73    45    41    63   102   131   149   148   141   130   128\n",
-      "    81    70    52    38    59    91   110   125   128   112    91    97    94\n",
-      "    78    62    40    46    70   107   123   124   101    88    92    95    93\n",
-      "    75    44    44    52    96   120   122    98    86   109   115   111    99\n",
-      "    64    37    43    76   110   123    98   101   121   130   115    90    73\n",
-      "    51    39    64    99   102    88   100   114    98    87    67    71    80\n",
-      "    42    50    92    92    89    82    86    74    68    58    67    81    78\n",
-      "    40    66   103    94    62    55    78    75    73    68    85    90    80\n",
-      "    52    90    99    64    51    60    80    78    66    73    75    78    83\n",
-      "    71   107    78    54    47    73    63    57    61    67    82    85    74\n",
-      "    83   107    49    51    61    67    52    48    66    77    81    77    64\n",
-      "    78    73    45    56    56    50    39    54    63    67    66    66    63\n",
-      "    57    47    45    53    46    43    44    54    50    47    47    51    51\n",
-      "    47    32    52    50    42    41    43    45    43    58    76    58    47\n",
-      "    43    31    48    42    44    47    45    36    34    54    72    65    52\n",
-      "    39    34    37    40    46    47    45    34    28    34    36    46    49\n",
-      "    39    37    36    47    53    46    42    32    28    32    32    31    39\n",
-      "    42    36    37    54    67    56    45    32    29    34    36    33    33\n",
-      "    47    34    37    62    81    65    46    32    33    38    36    34    32\n",
-      "    42    38    39    67    86    84    63    28    33    36    36    28    29\n",
-      "    33    37    39    68   100   112    71    31    39    41    34    32    31\n",
-      "    32    40    41    67   125   142    80    30    42    55    35    31    33\n",
-      "    37    41    41    74   145   146    85    34    47    73    40    28    33\n",
-      "    40    41    39    71   150   148    97    33    40    72    60    32    34\n",
-      "    44    46    42    70   144   148   107    31    30    49    65    43    40\n",
-      "    48    56    46    72   141   137   100    34    33    35    44    48    56\n",
-      "    49    63    46    60   147   139    98    35    30    37    35    46    70\n",
-      "    55    68    51    53   121   139    89    33    31    32    40    49    69\n",
-      "    54    68    47    51    82   144    89    36    30    34    43    49    69\n",
-      "    62    68    53    55    46   117   107    41    28    34    40    49    71\n",
-      "    82    62    66    48    37    72   124    79    39    32    34    43    64\n",
-      "    89    58    59    38    36    41    87    96    46    32    36    32    46\n",
-      "    64    46    40    40    30    33    40    56    43    30    32    30    32\n",
-      "    35    27    31    37    28    35    33    27    37    29    25    32    30\n",
-      "    30    27    25    26    30    26    28    28    25    28    29    30    31\n",
-      "    27    27    28    26    31    27    29    26    28    29    27    30    31\n",
-      "    28    29    29    31    39    37    35    26    26    28    29    29    30\n",
-      "    30    39    46    53    61    61    59    45    36    29    25    28    29\n",
-      "    42    56    71    68    67    63    70    63    50    37    30    29    29\n",
-      "    49    55    70    67    63    64    83    82    64    42    30    31    30\n",
-      "    50    50    63    74    65    56    65    65    56    44    36    32    30\n",
-      "    56    62    73    74    74    65    65    66    68    59    45    31    29\n",
-      "    60    71    74    74    84    76    68    69    79    68    44    31    28\n",
-      "    63    73    74    78    75    81    80    69    56    60    49    29    30\n",
-      "    66    68    68    78    80    81    81    79    58    46    40    32    27\n",
-      "    59    62    67    69    74    79    83    92    77    52    40    33    27\n",
-      "    66    66    70    70    69    75    77    84    86    64    42    31    29\n",
-      "    80    76    74    77    73    73    69    73    83    74    63    37    29\n",
-      "    78    78    77    76    78    73    72    77    80    77    86    56    36\n",
-      "    76    78    80    77    78    72    77    78    77    76    83    73    52\n",
-      "    74    82    89    81    74    69    80    75    82    88    80    80    66\n",
-      "    77    82    84    78    74    72    78    79    75    82    90    82    90\n",
-      "    65    67    72    72    80    82    84    82    79    82    79    96    90\n",
-      "    72    74    80    81    84    77    82    89    90    93    82    91    96\n",
-      "    81    82    88    83    89    80    80    84    88    98    91    85    89\n",
-      "    80    83    90    90    98    93    90    90    93    97    88    85    84\n",
-      "    73    82    88   100    98    97   103   106   101    97    92    89    90\n",
-      "    66    79    82    95    92    98   102   102    99    95   100    96    94\n",
-      "    72    89    90    93    96   100    91    96   109   100    89    92   100\n",
-      "    71    73    79    85    84    95    86    87   102   101    99    87    95\n",
-      "    49    56    69    78    71    72    78    83    83    81    79    73    85\n",
-      "    61    69    73    87    87    83    99   103    93    99   104    82    77\n",
-      "    54    67    74    69    89    86    89    94   103   113   110   113   103\n",
-      "    59    66    72    70    70    68    85    96   101    99   106   104   105\n",
-      "    53    58    65    69    72    75    82    90   105    94    89    89    91\n",
-      "    69    71    70    68    73    78    88    87    98    93    94    98    88\n",
-      "    65    65    70    63    70    75    85    82    97   101   102    98   100\n",
-      "    63    70    71    63    61    73    76    82    88    96   102    99   102\n",
-      "    59    59    66    66    64    69    75    76    80    86    94   105   106\n",
-      "    55    60    62    69    67    61    67    72    87    91    88    93    94\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    51    57    57    67    71    68    74    74    80    87    86    99   101\n",
-      "    47    43    54    63    65    70    81    84    77    82    81    90    96\n",
-      "    46    44    54    61    65    72    75    83    85    87    77    95    98\n",
-      "    47    48    52    55    70    82    75    70    77    83    80    94    93\n",
-      "    44    39    47    47    57    74    80    70    72    73    85   106   100\n",
-      "    37    39    41    45    54    68    77    71    72    83    85    93    96\n",
-      "    37    39    39    50    54    57    68    79    81    78    73    87    92\n",
-      "    36    37    37    44    53    50    58    75    77    74    76    79    82\n",
-      "    36    37    39    35    47    47    49    59    62    69    82    83    81\n",
-      "    40    42    44    45    50    49    51    56    62    73    81    80    81\n",
-      "    45    47    49    55    55    55    60    65    71    80    81    72    78\n",
-      "\n",
-      "  Columns 27 through 39\n",
-      "\n",
-      "    61    62    60    57    62    65    68    69    70    71    75    75    80\n",
-      "    54    57    54    53    57    60    62    66    70    68    67    65    74\n",
-      "    53    57    52    53    56    60    57    59    64    68    74    76    79\n",
-      "    52    55    51    54    57    61    64    64    68    67    69    70    74\n",
-      "    53    56    54    58    61    64    67    67    73    75    82    85    87\n",
-      "    58    59    60    61    66    66    72    68    74    78    92   103   105\n",
-      "    63    60    64    61    70    71    76    77    88    91   105   125   144\n",
-      "    70    64    71    68    81    83    86    88   103   110   125   144   159\n",
-      "    76    69    70    70    74    69    79    89    98   116   125   127   139\n",
-      "    70    67    67    66    77    88    98   104   108   115   123   126   132\n",
-      "    72    72    81    91   101   112   112   110   111   115   127   134   135\n",
-      "    79    89   104   111   104   104   108   103   109   118   130   137   130\n",
-      "    93   112   117    99    72    66    69    84   107   118   123   123   116\n",
-      "   111   106    77    47    38    50    58    71    86    97   109   115   105\n",
-      "    71    54    39    35    41    49    55    70    80    84    86    89    98\n",
-      "    43    32    34    47    70    86   100    93    81    80    78    68    71\n",
-      "    38    45    56    68    81   104   114   110   101    98    77    58    63\n",
-      "    67    73    73    78    87   107   126   130   145    93    62    51    62\n",
-      "   105    99    82    71    79   106   115   144   135    89    68    53    57\n",
-      "   133    94    74    80    86    88   110   160   121    78    57    48    60\n",
-      "   127   115   103    86    77    84   125   124    97    69    57    48    59\n",
-      "   124   115    92    69    73    98   112   113    97    69    52    48    49\n",
-      "    84    75    72    69    81    99   108   111    86    73    66    53    54\n",
-      "    82    74    71    68    79    99   108   112   114    79    67    46    60\n",
-      "    84    72    74    70    91   115   115   130   108    94    75    59    71\n",
-      "    78    74    68    77   107   109   140   136   116    86    67    63    59\n",
-      "    79    65    73    78   100   124   133   121   122    98    73    73    65\n",
-      "    71    64    66    75    90   110   119   130   130   107    87    73    67\n",
-      "    75    76    65    78    83    92   108   127   143   122    92    75    84\n",
-      "    71    65    61    67    60    78    99   132   147   117    97    79    71\n",
-      "    64    57    56    60    56    70    94   116   121    97    78    80    75\n",
-      "    61    53    52    44    49    74    93   115    97    79    68    75    66\n",
-      "    54    48    48    44    51    69    82    98    76    70    78    78    67\n",
-      "    47    43    43    46    52    57    71    70    66    79    84    81    70\n",
-      "    44    48    48    50    53    54    65    62    65    79    87    80    71\n",
-      "    46    52    55    52    51    54    67    67    73    82    94    85    70\n",
-      "    46    44    48    49    49    55    73    68    81    90    94    83    72\n",
-      "    39    38    40    41    51    70    73    67    76    88   100    91    78\n",
-      "    34    37    37    35    48    69    59    56    62    79   102   103    91\n",
-      "    34    35    33    35    40    43    42    44    63    72    71    89   108\n",
-      "    32    34    34    33    38    34    35    40    45    54    70    82   107\n",
-      "    31    34    37    34    33    34    33    36    38    42    53    70   106\n",
-      "    33    34    36    35    31    36    37    36    36    37    44    62   101\n",
-      "    38    36    32    35    34    37    41    36    38    40    45    61    91\n",
-      "    37    40    32    35    35    36    39    34    36    39    43    56    79\n",
-      "    34    42    36    35    35    34    40    36    37    36    39    51    69\n",
-      "    38    41    37    36    35    35    42    39    38    36    41    51    64\n",
-      "    45    37    36    37    37    37    39    37    35    36    46    56    62\n",
-      "    45    37    39    36    37    39    41    40    36    38    46    54    72\n",
-      "    50    35    36    37    39    39    43    41    38    39    49    58    78\n",
-      "    61    37    35    36    39    39    44    41    40    39    54    66    89\n",
-      "    66    41    35    34    38    40    41    37    39    40    59    77   105\n",
-      "    53    37    35    34    37    41    39    35    39    42    64    89   120\n",
-      "    35    31    33    35    36    39    38    35    38    45    65    96   126\n",
-      "    28    31    31    33    35    36    37    34    36    45    61    95   119\n",
-      "    28    34    29    31    34    36    35    33    34    43    55    89   109\n",
-      "    31    31    30    31    33    35    35    32    34    44    55    79    91\n",
-      "    30    30    30    31    32    33    34    33    38    48    54    66    72\n",
-      "    29    29    29    29    31    32    31    32    39    52    62    64    61\n",
-      "    29    30    29    29    30    31    31    31    35    51    71    72    62\n",
-      "    30    31    30    29    29    30    32    31    33    44    70    73    63\n",
-      "    30    31    30    29    29    31    30    31    33    38    61    67    66\n",
-      "    29    30    30    29    29    31    29    30    33    33    49    56    63\n",
-      "    27    29    29    28    29    31    31    29    31    28    39    42    54\n",
-      "    30    28    27    30    31    27    28    31    28    31    34    38    48\n",
-      "    24    25    25    27    27    25    27    30    28    29    29    32    39\n",
-      "    25    25    24    25    26    25    24    27    27    27    27    28    33\n",
-      "    28    27    24    25    27    25    23    26    26    26    26    27    30\n",
-      "    26    27    26    24    24    25    25    25    25    25    26    28    27\n",
-      "    24    27    28    24    23    25    25    24    25    25    27    30    28\n",
-      "    34    30    28    26    25    25    25    23    25    24    27    31    28\n",
-      "    47    32    25    27    28    24    25    22    25    23    24    28    24\n",
-      "    68    40    29    32    35    24    23    24    25    24    25    26    25\n",
-      "    77    62    43    38    44    33    26    25    24    25    26    27    26\n",
-      "    93    83    61    50    50    37    31    27    24    24    25    25    25\n",
-      "    88    95    87    60    45    41    35    31    26    23    23    24    25\n",
-      "    78    89    98    84    64    44    36    34    29    24    23    25    26\n",
-      "    85    84    90   102    96    60    39    36    30    26    25    25    24\n",
-      "    90    91    89    95    98    79    51    41    31    29    28    25    23\n",
-      "    93    88    89    88    86    76    66    48    34    32    31    26    25\n",
-      "    96    99    92    87    76    73    77    64    39    36    35    51    71\n",
-      "    93    88    80    87    88    80    76    68    49    29    41    58   103\n",
-      "    71    69    79    85    84    80    75    73   101    50    38    43    77\n",
-      "    83    63    69    75    77    72    75    74   135   115    42    34    47\n",
-      "   112    95    69    59    72    71    72    70    99   153    66    35    44\n",
-      "    87    93   107    89    65    64    72    71    68   129   118    55    43\n",
-      "    90    95    91    97    91    67    67    61    61    77   137    95    55\n",
-      "    92    92    92    93    85    86    81    64    62    59   120   140    93\n",
-      "    93    95    90    92    82    83    87    79    60    51    92   144   132\n",
-      "   102    99    99    96    89    89    85    81    72    50    82   129   141\n",
-      "    97    93    98    90    90    88    78    76    76    61    81   118   141\n",
-      "   108   102   101    89    89    89    80    70    63    63    74   111   135\n",
-      "   105   107   101    93    94    97    85    70    59    58    63    95   121\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   104   109    99    93    92    95    90    81    72    55    51    67    98\n",
-      "    97   105   100    98    97    99   100    93    82    62    46    48    78\n",
-      "   101   108   107   104   104   102    98    95    86    83    60    52    67\n",
-      "   101   103   103   111   112   105   104   103   100    95    86    72    56\n",
-      "    98    98    95   100   104   101   103   103    93    95    97    86    65\n",
-      "    86    86    86    93   103   107   102   105    89    93    98    92    73\n",
-      "    82    80    84    88    97    99    96   101    90    89    90    90    83\n",
-      "    84    83    88    88    91    90   107   107   102    91    85    85    77\n",
-      "    85    82    88    87    92    93   101    96    98    91    92    96    82\n",
-      "\n",
-      "  Columns 40 through 52\n",
-      "\n",
-      "    73    77    76    75    73    68    58    56    61    63    60    65    64\n",
-      "    72    73    76    74    70    66    60    53    51    51    59    58    55\n",
-      "    72    71    73    74    74    69    59    52    53    60    61    59    60\n",
-      "    70    77    78    78    78    76    66    58    57    62    62    65    65\n",
-      "    83    79    88    90    87    92    96    88    75    77    79    76    73\n",
-      "   101   109   123   132   133   137   139   135   128   117   112   107   103\n",
-      "   156   161   170   180   187   187   181   177   179   170   165   167   168\n",
-      "   167   174   180   186   194   203   206   200   195   201   197   188   204\n",
-      "   150   153   172   177   182   192   197   203   204   201   198   199   208\n",
-      "   137   150   160   169   182   190   191   195   196   203   206   204   212\n",
-      "   140   141   156   164   169   176   184   194   199   201   208   211   214\n",
-      "   132   147   163   170   177   188   191   193   197   207   202   208   220\n",
-      "   120   134   158   166   165   178   193   198   201   199   202   202   212\n",
-      "    94   108   124   151   160   166   187   198   187   191   198   196   196\n",
-      "   104   112   123   122   132   164   167   160   185   189   183   184   188\n",
-      "    75    94   106   122   117   113   133   150   159   163   173   175   173\n",
-      "    63    82   106   116   128   130   131   140   150   154   160   172   172\n",
-      "    74    84   103   113   131   140   143   149   155   158   164   173   172\n",
-      "    71    86   105   114   129   136   143   157   170   170   175   181   179\n",
-      "    65    89   106   112   125   138   150   164   173   183   188   193   191\n",
-      "    69    84   107   116   130   143   157   168   173   181   189   196   201\n",
-      "    62    85   110   118   126   135   149   166   177   184   194   203   208\n",
-      "    75    93   108   109   121   133   147   162   171   190   203   210   213\n",
-      "    73    83   103   114   133   143   148   157   167   176   193   204   210\n",
-      "    69    91   114   123   139   142   141   153   165   184   196   203   211\n",
-      "    74    87   108   120   131   158   153   161   171   177   190   199   203\n",
-      "    74    85    99   114   141   143   161   169   157   176   189   204   209\n",
-      "    73    82   104   115   122   138   141   154   167   168   178   191   201\n",
-      "    73    81   100   121   120   121   141   170   172   187   197   199   202\n",
-      "    65    75   110   115   119   131   145   132   129   138   139   145   170\n",
-      "    64    80   102   110   117   144   108    71    73    74    60    74   122\n",
-      "    55    74    90   113   125   114    98    76    66    62    55    76   110\n",
-      "    59    65    86    92   115   122   123   116    97    97    97    80    86\n",
-      "    46    53    74    79   108   127   130    93    69    58    69    67    83\n",
-      "    53    51    63    81   104   116    87    78    99   105    81    52    82\n",
-      "    53    72    64    73    96   111    83    82    96    98   101    79    92\n",
-      "    61    81    82    98   103    64    51    41    54    70    70    71    73\n",
-      "    84   102    93   104    87    47    61    40    44    69   164    96    78\n",
-      "   108   116   106    97    77    80   115   102    93   152   191   156   118\n",
-      "   138   124   133   105   100    83    92   107   144   159   153   149   155\n",
-      "   115   110   100   100   121   111    86    89    84    90   101   115   136\n",
-      "   125   122   127   108   130   126   118   117   122   115   101   106   134\n",
-      "   128   129   163   123   127   129   125   117   112   108   125   167   167\n",
-      "   118   153   148   146   138   136   151   158   167   160   162   198   160\n",
-      "   110   136   157   155   136   133   142   174   193   192   195   184   136\n",
-      "   110   150   151   156   159   153   152   168   189   196   203   172   133\n",
-      "   112   140   166   166   166   159   152   166   188   194   197   162   128\n",
-      "   110   148   146   163   164   165   169   168   181   188   176   168   140\n",
-      "   103   123   146   163   163   169   168   172   179   186   178   156   105\n",
-      "   104   109   132   149   158   150   166   180   182   183   141    98    64\n",
-      "   107   104   103   122   147   155   166   183   175   148   127    81    47\n",
-      "   113    98    94   113   130   154   165   163   140   131   140    77    41\n",
-      "   118    83    86   105   131   149   162   147   147   170   152    81    47\n",
-      "   113    89    83   105   133   145   146   142   160   166   177   143    97\n",
-      "    98    80    76   100   117   130   140   159   149   163   168   164   156\n",
-      "    82    84    78    93   122   116   137   159   131   159   166   149   168\n",
-      "    76    83    91   104    96   103   130   136   117   140   165   146   171\n",
-      "    60    70    96   112    89    95    96   130   110   107   146   139   153\n",
-      "    50    67    93   103    68    74    69   114   105    82   107   102   113\n",
-      "    46    52    85   104    60    36    33    65    86    55    56    55    67\n",
-      "    44    46    71    87    52    30    37    33    43    44    34    35    38\n",
-      "    51    38    69    87    54    36    40    38    38    47    45    48    35\n",
-      "    55    40    69    94    65    51    47    51    52    52    62    70    53\n",
-      "    47    39    60    98    85    78    70    65    68    82    80    83    74\n",
-      "    49    33    58    99    92    90    88    90    98   105   107   101    98\n",
-      "    41    31    49    87    89    97   102   108   117   137   147   146   144\n",
-      "    35    30    37    65    74    92   105   116   128   149   166   178   189\n",
-      "    30    30    28    44    52    71    86   102   119   149   165   178   188\n",
-      "    26    29    24    31    36    48    60    77    95   119   140   154   162\n",
-      "    27    28    25    29    29    33    40    50    63    88   104   113   119\n",
-      "    28    27    27    29    28    27    30    33    39    44    59    74    87\n",
-      "    25    25    27    28    27    26    29    29    29    30    37    38    39\n",
-      "    23    24    27    26    22    28    29    27    29    28    30    36    53\n",
-      "    25    25    24    24    31    22    28    24    23    33    71   146   144\n",
-      "    26    28    22    23    26    29    27    37    61   110   161   180   142\n",
-      "    26    24    24    28    22    27    53   103   156   162   164   169   154\n",
-      "    24    26    24    22    25    24    90   125   140   138   143   152   146\n",
-      "    22    24    25    23    26    39    99   119   126   142   122   143   142\n",
-      "    24    23    21    24    30    76   102   101   113   130   133   121   127\n",
-      "    29    27    26    30    42    81   102    98   115   132   113   114   124\n",
-      "    79    70    47    43    61    89   120   116   111   128   120   110   107\n",
-      "   107   117   112   109   106   105   117   120   127   137   122   107   102\n",
-      "    88   112   124   126   127   124   122   115   114   129   123   114   102\n",
-      "    61    90   112   120   130   132   125   117   116   126   124   120   108\n",
-      "    47    74    98   108   127   137   129   121   120   122   125   123   113\n",
-      "    47    59    78    90   119   140   136   121   113   119   126   121   114\n",
-      "    49    57    75    88   111   129   131   123   119   121   125   116   114\n",
-      "    56    48    63    76    96   113   123   117   114   108   123   118   118\n",
-      "    82    60    64    70    87    97   116   125   116   111   124   114   116\n",
-      "   109    67    56    63    83    96   113   117   114   109   116   113   114\n",
-      "   128    85    58    55    71    85   106   110   112   108   109   113   111\n",
-      "   139   113    81    61    67    79   100   108   108   101   103   106   102\n",
-      "   135   125    97    62    61    66    79    93    92    95   102   102    96\n",
-      "   121   128   108    67    59    57    62    82    89    90   101   101    92\n",
-      "   115   118   113    78    58    49    52    67    80    81    90    96    80\n",
-      "   112   113   123    99    69    54    55    58    67    77    81    93    72\n",
-      "   108   110   111   108    84    63    54    61    61    74    76    82    68\n",
-      "    88    94   100   107    93    69    51    56    61    74    76    81    66\n",
-      "    72    78    86   100    98    79    57    57    65    72    73    77    62\n",
-      "    80    72    73    83    89    81    63    58    62    67    67    72    58\n",
-      "    78    77    74    74    81    80    70    60    59    65    64    69    58\n",
-      "    83    81    79    75    80    81    76    65    62    67    64    68    59\n",
-      "\n",
-      "  Columns 53 through 65\n",
-      "\n",
-      "    58    60    62    61    62    65    68    65    68    66    69    71    74\n",
-      "    54    54    52    62    58    58    60    59    65    61    60    60    63\n",
-      "    56    57    56    58    57    57    60    60    65    61    62    64    68\n",
-      "    61    57    61    61    63    61    61    58    62    58    59    62    65\n",
-      "    82    69    67    66    63    62    60    58    64    63    64    64    67\n",
-      "    99    81    80    73    71    69    66    62    63    58    60    62    64\n",
-      "   142   130   142   137    94    80    68    64    67    62    65    70    69\n",
-      "   197   201   207   205   165   127    92    81    85    75    67    65    67\n",
-      "   210   220   226   229   205   197   149    83    79    74    63    73    72\n",
-      "   219   219   214   223   225   223   204   164   124    77    67    72    72\n",
-      "   212   220   222   221   234   235   230   230   208   147   113    91    85\n",
-      "   211   208   214   222   228   230   235   237   233   222   207   155   110\n",
-      "   213   208   205   218   226   226   226   229   240   240   236   232   202\n",
-      "   198   208   209   207   218   217   229   228   229   240   239   234   240\n",
-      "   180   185   193   196   208   210   219   220   222   224   220   231   232\n",
-      "   168   171   177   189   201   199   207   212   210   216   216   216   228\n",
-      "   166   165   167   178   193   203   202   201   210   210   208   215   222\n",
-      "   170   173   175   181   185   199   205   208   215   214   209   211   226\n",
-      "   180   186   188   189   188   197   204   209   216   219   217   215   215\n",
-      "   191   195   196   196   195   197   203   209   213   217   223   227   217\n",
-      "   201   201   204   206   199   199   206   211   208   206   214   222   228\n",
-      "   205   201   202   203   202   196   199   206   209   209   214   221   240\n",
-      "   207   200   198   194   190   184   182   188   197   204   209   213   233\n",
-      "   210   210   211   204   207   208   205   199   198   199   203   208   229\n",
-      "   210   209   202   203   203   204   208   210   200   202   206   217   225\n",
-      "   212   214   210   206   201   197   189   192   195   197   203   215   225\n",
-      "   215   204   200   205   199   207   206   208   207   190   192   203   206\n",
-      "   211   201   196   203   206   207   201   204   213   204   211   214   218\n",
-      "   206   206   200   200   201   201   197   199   204   203   218   217   228\n",
-      "   191   207   207   209   209   203   197   198   201   204   210   202   200\n",
-      "   167   191   203   209   210   210   204   199   195   199   210   220   233\n",
-      "   140   161   190   208   210   213   208   209   208   205   195   202   217\n",
-      "   114   139   172   190   196   213   206   208   202   196   184   164   183\n",
-      "    90   107   142   166   187   194   194   198   180   174   148   103   133\n",
-      "    96    69   106   137   170   187   186   185   168   140    94    60    71\n",
-      "   122    74    71   119   171   179   173   162   127    97    66    50    53\n",
-      "   110   104    73    98   168   191   170   128    86    54    37    39    37\n",
-      "    78    95   113   119   163   195   145    79    74    69    71    83    74\n",
-      "   132   103   135   126   185   198   147    88    79    66    70    55    93\n",
-      "   151   102   122   126   176   210   182   127   102    54    61    70    75\n",
-      "   126   126   113   124   167   203   221   161   143   114    80   151   103\n",
-      "   125   148   120   117   166   187   224   183   147   154   161   194   181\n",
-      "   162   150   112   117   145   176   205   200   121   124   127   157   198\n",
-      "   142   130   123   121   142   166   200   215   136   133   163   191   211\n",
-      "   114   118   112   116   133   162   188   234   160   110   128   197   218\n",
-      "   114   119   106   114   133   156   189   220   205   124   114   132   201\n",
-      "   128   108    81    96   125   166   178   209   237   187   153   160   184\n",
-      "    92    60    50    66   120   166   186   210   238   233   204   168   175\n",
-      "    84    91    64    58   117   169   193   205   227   243   213   186   171\n",
-      "    97   126    92    64   109   168   196   204   215   235   239   182   161\n",
-      "    84   130   115    61    92   148   169   186   187   219   227   215   176\n",
-      "    54    72    73    62    60    97   123   143   144   175   218   223   195\n",
-      "    43    40    41    40    41    59    78    93   105   155   186   221   203\n",
-      "    87    60    36    40    45    40    50    89   141   113   149   203   198\n",
-      "   145   107    76    54    47    61   137   199   200   128   124   186   193\n",
-      "   160   130   122    96   108   134   183   202   217   183   147   169   178\n",
-      "   150   151   167   152   166   171   183   202   208   204   201   181   159\n",
-      "   133   158   169   139   173   186   187   184   206   211   202   201   160\n",
-      "   102   138   136   105   147   177   177   163   193   199   202   207   176\n",
-      "    63    81    79    80   117   153   144   145   164   178   198   197   184\n",
-      "    41    40    37    54    70   103   110   120   138   152   182   180   167\n",
-      "    40    36    31    35    44    70    75    88   112   147   156   158   147\n",
-      "    45    42    47    43    43    60    78    42    72    93   138   145   140\n",
-      "    59    53    61    54    65    79    59    44    46   106   144   143   137\n",
-      "    97    93    91    88    82    85    62    41    74   148   148   143   137\n",
-      "   147   148   139   123   106   102    79    59   134   153   154   142   138\n",
-      "   196   193   185   175   149   129    82   123   158   161   138   145   138\n",
-      "   190   184   179   174   142   120   122   155   157   148   143   138   136\n",
-      "   168   168   162   151   136    99   124   133   143   146   144   139   136\n",
-      "   120   117   116   113    88    93   142    95   122   136   138   133   137\n",
-      "    84    68    63    64    60    71   112    80    87   114   123   139   136\n",
-      "    39    36    37    37    38    51    91    88    51    89   109   127   135\n",
-      "    85   105    78    45    37    37    64    79    38    56    88   106   130\n",
-      "   124   142   110    48    37    34    44    70    44    35    68    80   101\n",
-      "    88    93   108    55    34    30    30    55    49    25    54    68    66\n",
-      "    82    64    86    65    31    25    29    37    43    30    46    72    51\n",
-      "    92    54    67    54    29    24    27    26    34    31    35    64    49\n",
-      "   106    41    36    39    29    25    21    26    33    27    29    46    46\n",
-      "   126    56    33    29    29    25    21    26    31    26    30    33    37\n",
-      "   119    80    32    25    27    22    26    22    24    26    31    28    32\n",
-      "   111    93    38    25    25    25    23    23    25    27    26    25    26\n",
-      "   107    97    49    26    25    25    24    24    26    28    27    26    23\n",
-      "    95    88    56    30    25    25    25    25    26    28    28    27    25\n",
-      "    96    92    66    27    25    26    25    25    27    28    27    26    26\n",
-      "   100    94    74    28    26    27    27    27    27    28    27    26    24\n",
-      "   103    93    79    33    27    28    28    28    29    29    28    26    26\n",
-      "   113    99    84    36    27    28    29    29    29    29    28    26    27\n",
-      "   114    92    80    41    26    28    29    29    29    29    28    26    24\n",
-      "   111    96    79    46    26    28    29    29    29    28    27    25    24\n",
-      "   108    92    70    44    28    28    27    27    28    28    28    27    25\n",
-      "   105    89    66    48    29    27    26    27    28    28    28    27    26\n",
-      "    98    83    64    48    29    27    26    27    29    28    27    26    26\n",
-      "    93    78    67    47    30    28    26    28    29    28    26    25    27\n",
-      "    88    73    65    44    32    29    27    27    28    27    27    27    27\n",
-      "    74    61    53    38    31    29    27    28    28    27    27    28    28\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    65    55    46    39    29    28    28    30    30    27    27    28    28\n",
-      "    53    44    41    36    30    27    27    29    30    28    27    28    32\n",
-      "    50    41    39    35    31    28    27    29    29    28    28    29    30\n",
-      "    46    38    38    35    33    31    29    30    31    30    30    32    30\n",
-      "    45    39    39    36    32    30    29    29    30    30    30    31    31\n",
-      "    48    42    42    38    35    34    33    34    35    35    34    34    37\n",
-      "    50    45    44    39    41    41    41    42    43    42    41    40    46\n",
-      "\n",
-      "  Columns 66 through 78\n",
-      "\n",
-      "    74    70    71    69    71    67    66    67    67    63    58    60    62\n",
-      "    64    62    65    65    69    67    66    63    63    58    52    51    53\n",
-      "    69    67    69    67    70    66    65    63    62    57    49    47    49\n",
-      "    67    66    70    70    74    71    69    65    63    58    51    47    50\n",
-      "    70    68    71    69    72    68    64    67    63    58    51    47    50\n",
-      "    67    68    72    74    79    75    71    69    64    59    53    47    51\n",
-      "    72    72    74    74    78    72    66    71    65    61    55    48    51\n",
-      "    71    72    76    77    82    76    71    69    64    61    54    46    50\n",
-      "    75    76    77    79    77    82    76    69    66    60    53    49    53\n",
-      "    77    74    79    69    83    82    76    71    69    65    56    51    54\n",
-      "    71    76    80    82    79    80    73    71    71    68    60    54    57\n",
-      "    88    82    83    82    84    80    81    74    74    71    64    57    59\n",
-      "   144   105    94   102    91    80    84    81    79    75    68    60    61\n",
-      "   222   192   128   101    86    92    83    83    80    76    68    61    60\n",
-      "   239   226   186   117    94    91    88    84    80    75    68    60    60\n",
-      "   229   236   227   151   100    92    91    87    83    78    70    61    60\n",
-      "   232   225   220   182   118    95    91    86    84    77    70    62    61\n",
-      "   232   233   216   177   114    99    94    90    88    81    72    63    61\n",
-      "   228   231   220   167   129    99    91    92    91    83    74    64    61\n",
-      "   224   236   229   190   144   108    96    90    90    84    75    64    61\n",
-      "   224   228   235   213   163   115    99    89    91    85    76    65    61\n",
-      "   238   225   239   233   210   152   100    94    95    89    79    67    63\n",
-      "   240   232   226   238   232   198   108   101   102    94    82    70    65\n",
-      "   245   236   232   226   234   223   137   106   105    96    84    71    67\n",
-      "   230   240   226   228   232   235   161   103    99    98    88    75    66\n",
-      "   237   233   226   225   212   216   156   109    99    95    86    75    68\n",
-      "   228   233   227   231   210   183   144   135   106    94    88    76    65\n",
-      "   210   223   233   237   221   183   145   126    98    93    89    76    65\n",
-      "   237   227   232   245   233   199   151   113    94    97    92    78    70\n",
-      "   235   242   234   241   237   218   192   150   109    94    87    78    69\n",
-      "   219   223   229   241   246   231   200   186   130    97    83    76    65\n",
-      "   244   228   220   246   245   241   224   192   153   124    94    77    68\n",
-      "   224   235   225   239   243   245   232   208   153   125   103    81    68\n",
-      "   182   221   228   238   250   241   231   215   173   121    92    77    66\n",
-      "   119   180   224   236   245   241   242   228   188   123    93    72    68\n",
-      "    78   123   198   231   239   248   244   233   207   135    98    76    67\n",
-      "    48    94   184   227   230   242   240   237   212   167   128    83    73\n",
-      "    51    77   162   222   233   235   240   235   232   203   156   114    88\n",
-      "    90   116   187   227   230   224   232   235   235   222   183   136    86\n",
-      "   121   151   208   225   230   225   215   224   230   219   193   158    87\n",
-      "    69   156   217   224   226   219   208   210   226   221   196   147   104\n",
-      "   106   182   220   218   217   214   203   204   203   207   181   156    96\n",
-      "   145   204   218   215   205   206   190   189   180   181   161   131    90\n",
-      "   165   205   205   203   195   182   185   168   171   145   123   118    95\n",
-      "   213   215   204   178   170   171   159   161   136   106    93   114    88\n",
-      "   215   216   201   167   145   127   140   154   111    89    82    85    69\n",
-      "   221   209   183   165   146   131   131   132   117    89    76    69    62\n",
-      "   203   207   167   144   133   126   121   110   104    88    79    68    59\n",
-      "   192   178   141   127   111   120   115   104    93    88    80    68    57\n",
-      "   183   153   127   113   105   117   111    98    87    81    76    64    59\n",
-      "   183   128   118   111   113   114    99    99    88    81    76    61    57\n",
-      "   180   116   114   114   120   108    88    86    75    75    72    60    54\n",
-      "   173   125   121   118   121   106    95    86    73    76    72    59    48\n",
-      "   157   127   117   111   109    95    91    81    70    73    72    60    55\n",
-      "   148   128   117   109   106    94    85    79    73    70    70    53    58\n",
-      "   137   124   117   105   103    95    82    72    71    65    70    52    68\n",
-      "   136   128   115   106   102    96    85    77    67    67    63    66    92\n",
-      "   127   122   114   108   102    95    84    75    72    66    54    81   111\n",
-      "   126   119   112   107    99    95    87    80    80    65    53    95   126\n",
-      "   129   121   112   105    97    95    89    83    79    60    61    96   113\n",
-      "   126   121   113   106    99    94    88    83    80    58    77    97    84\n",
-      "   125   119   113   106   101    95    90    85    84    60    88    97    56\n",
-      "   133   119   113   107   102    94    92    86    75    54    81    79    38\n",
-      "   139   120   116   110   103    92    91    89    63    46    73    62    36\n",
-      "   133   127   118   109   100    92    89    87    72    39    56    40    32\n",
-      "   134   128   120   112   102    95    91    91    76    33    39    32    30\n",
-      "   134   129   121   113   104    97    93    93    84    34    27    26    28\n",
-      "   133   129   121   113   104    97    94    94    94    46    26    28    26\n",
-      "   133   129   121   113   104    98    94    98    98    58    27    30    26\n",
-      "   134   131   123   115   106    99    96   102    98    68    26    28    25\n",
-      "   134   131   124   116   107   101    98   100    97    81    30    25    26\n",
-      "   133   130   123   116   107   101    98    96    97    94    37    25    27\n",
-      "   136   131   128   117   108   101    94    99    99    92    50    27    26\n",
-      "   132   134   132   121   112   104   102   102   103    96    68    27    26\n",
-      "   106   140   144   128   119   109   107   106   105    98    86    33    28\n",
-      "    63   129   150   132   124   118   111   110   105    99    94    49    32\n",
-      "    39    93   145   135   123   122   116   112   108   103    95    65    33\n",
-      "    39    54   133   144   129   124   117   114   111   108    95    69    30\n",
-      "    38    38   108   146   139   127   122   118   115   108    98    66    33\n",
-      "    27    35    79   138   146   136   131   125   118   107   102    63    39\n",
-      "    28    26    42    91   127   131   136   128   126   109    94    58    64\n",
-      "    29    29    30    46    67    95   131   139   101    73    56    53    78\n",
-      "    23    23    26    33    40    54    79    95    53    44    33    49    73\n",
-      "    24    25    25    29    33    37    46    42    32    55    39    61    71\n",
-      "    25    28    24    22    28    35    43    27    35    69    42    73    80\n",
-      "    23    25    26    27    29    30    34    34    42    70    57    93    86\n",
-      "    27    28    26    26    26    26    34    31    53    56    77   106    76\n",
-      "    29    30    25    25    27    28    36    39    82    53    94   117    77\n",
-      "    29    30    27    27    29    31    35    48    79    55    94    90    79\n",
-      "    29    29    27    27    29    32    35    58    72    73   102    72    90\n",
-      "    29    29    27    28    29    31    34    53    61    64    94    69    85\n",
-      "    29    29    29    29    29    30    33    34    39    40    51    50    53\n",
-      "    28    28    28    29    29    31    37    44    58    57    79    94    80\n",
-      "    28    27    27    28    29    35    44    82    82   104    95    76    98\n",
-      "    28    28    29    30    30    37    47    70    78    98    94    70    94\n",
-      "    29    31    32    32    31    37    47    49    65    85    87    82    89\n",
-      "    32    32    35    35    37    42    42    50    61    66    67    83    76\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    32    49    68    68    55    48    52    64    67    69    70    78    74\n",
-      "    51    89   115   121   113    98    94    96    93    90    88    83    74\n",
-      "    49    74    80    90   105   107   113   110   111   111   111   104    92\n",
-      "    44    57    57    61    68    71    84   100   109   112   114   111    98\n",
-      "    50    55    53    53    52    52    65    72    86    95    99   104   100\n",
-      "\n",
-      "  Columns 79 through 91\n",
-      "\n",
-      "    60    58    63    58    57    55    61    59    61    59    64    67    67\n",
-      "    53    52    55    51    52    50    55    53    54    53    55    58    58\n",
-      "    50    50    51    49    51    50    52    50    51    52    54    58    58\n",
-      "    53    51    49    48    49    49    50    49    50    50    52    56    56\n",
-      "    53    49    50    49    49    50    50    51    50    51    49    53    53\n",
-      "    53    49    52    51    49    52    51    53    52    53    52    54    54\n",
-      "    56    51    50    50    48    52    51    53    50    51    52    54    53\n",
-      "    56    53    51    53    51    56    54    56    52    54    52    53    52\n",
-      "    58    57    53    53    56    57    53    55    49    53    51    49    51\n",
-      "    59    59    56    55    57    58    55    57    51    53    51    48    49\n",
-      "    62    64    60    58    57    59    57    59    53    53    53    50    50\n",
-      "    65    67    62    60    57    60    58    59    54    54    56    52    51\n",
-      "    65    66    62    62    58    61    58    58    55    55    58    53    52\n",
-      "    64    64    62    63    59    62    58    57    56    56    59    55    54\n",
-      "    64    65    61    63    58    62    59    57    57    57    59    56    57\n",
-      "    63    65    61    62    57    62    59    57    58    57    58    56    57\n",
-      "    67    66    64    62    62    60    62    59    59    56    59    61    57\n",
-      "    67    66    66    64    64    61    62    59    59    57    60    62    59\n",
-      "    67    66    65    64    64    60    61    57    57    55    57    61    60\n",
-      "    66    65    64    64    65    61    61    56    56    54    55    60    60\n",
-      "    65    63    64    64    66    62    62    57    56    54    56    61    61\n",
-      "    65    61    63    62    64    62    62    57    56    53    56    61    60\n",
-      "    66    61    62    61    62    59    61    57    57    54    55    60    60\n",
-      "    68    63    63    61    61    59    61    59    59    56    57    61    61\n",
-      "    69    66    67    63    60    60    60    58    57    58    56    64    62\n",
-      "    70    63    65    62    60    59    59    58    57    57    57    63    60\n",
-      "    67    62    61    60    59    58    58    57    57    57    58    62    59\n",
-      "    68    66    59    59    59    58    57    56    57    57    58    61    59\n",
-      "    71    64    61    61    61    59    58    57    57    57    56    59    58\n",
-      "    65    64    64    64    62    60    59    58    58    57    54    58    58\n",
-      "    61    66    63    63    61    59    59    60    60    59    55    59    59\n",
-      "    62    63    60    60    58    58    59    62    63    61    58    62    61\n",
-      "    65    63    62    62    57    58    56    61    58    57    60    58    61\n",
-      "    61    61    63    63    59    60    58    61    57    55    57    56    59\n",
-      "    68    66    64    64    61    62    60    61    57    55    57    56    59\n",
-      "    57    67    64    64    63    63    62    62    60    59    60    59    60\n",
-      "    67    65    64    64    64    63    63    62    63    63    63    61    59\n",
-      "    72    70    64    63    63    61    62    61    64    65    67    63    60\n",
-      "    75    63    63    60    60    58    62    60    64    64    68    65    62\n",
-      "    75    71    61    57    57    55    62    60    63    63    66    66    63\n",
-      "    66    68    61    59    58    56    60    63    61    64    65    68    64\n",
-      "    65    66    60    56    55    54    59    62    60    63    65    67    64\n",
-      "    68    57    61    56    54    55    60    62    60    64    64    65    62\n",
-      "    62    61    62    57    55    56    61    62    60    65    62    64    62\n",
-      "    65    62    62    58    58    57    60    61    60    66    64    65    62\n",
-      "    69    56    61    60    60    58    60    62    61    66    62    66    63\n",
-      "    60    62    60    61    61    58    61    64    62    65    67    66    58\n",
-      "    60    59    58    59    59    56    59    64    62    62    60    63    62\n",
-      "    52    55    53    59    55    58    68    98   147    74    67    61    72\n",
-      "    55    59    55    51    60    56    65   104   150   125    61    62    94\n",
-      "    53    55    55    54    56    41    54    74    87   102    48    57   101\n",
-      "    52    55    50    53    41    33    47    48    37    48    40    59    92\n",
-      "    48    48    47    39    30    33    41    49    42    32    44    83   136\n",
-      "    53    49    39    31    28    30    42    51    39    31    58   102   145\n",
-      "    47    33    28    30    28    40    70    62    31    31    41    84   109\n",
-      "    50    29    27    29    29    61    99    76    39    29    29    43    55\n",
-      "    75    33    26    29    39    83   127   117    58    38    35    44    50\n",
-      "   106    40    26    34    52    88   150   170   139    98    79    78    64\n",
-      "   115    43    28    35    57    89   139   170   176   151   111    92    69\n",
-      "    79    34    34    44    63    86   122   164   167   143   126   112   104\n",
-      "    44    30    32    43    62    76   116   158   156   139   118   136   146\n",
-      "    35    32    44    57    74    72   109   130   134   127   109   140   161\n",
-      "    35    32    40    67    79    75   115   135   141   120   115   119   148\n",
-      "    35    37    46    69    67    82   113   124   136   122   133   108   141\n",
-      "    35    38    50    62    63    88   119   126   135   136   123   108   131\n",
-      "    35    36    47    66    65    93   119   116   132   142   125   121   133\n",
-      "    34    34    45    61    68    95   119   114   121   138   123   113   129\n",
-      "    32    35    45    48    69    93   116   123   112   122   114   102   117\n",
-      "    30    36    46    45    66    91   112   130   116   109   103    99   113\n",
-      "    29    35    47    55    62    93   111   126   127   111   104   104   117\n",
-      "    31    36    48    65    63    97   115   121   126   117   110   122   115\n",
-      "    33    39    49    66    66    99   120   121   116   119   110   130   119\n",
-      "    32    45    54    66    68   110   126   123   100   114   116   131   111\n",
-      "    36    50    53    61    72   109   127   119   113   112   119   119   117\n",
-      "    43    58    66    64    78   105   119   107   116   101   119   113   122\n",
-      "    53    68    76    69    85   108   116   107   116   102   114   117   120\n",
-      "    62    81    79    82   102   121   111   105   105   113   110   119   117\n",
-      "    65    91   106   103   108   124   115   116   105   115   112   119   120\n",
-      "    66    97   107   115   124   131   115   113   117   135   122   121   123\n",
-      "    69   100   103   109   116   124   119   115   121   122   134   124   120\n",
-      "    82    98   104   115   118   121   128   124   123   132   132   127   124\n",
-      "    68    75    96   103   107   110   130   138   144   145   143   131   119\n",
-      "    49    68    76    67    77    89   107   112   133   147   148   138   127\n",
-      "    51    79    86    61    73    88    78    71    91   105   127   127   113\n",
-      "    57    76    82    61    78    91    68    74    84    75    76    98    96\n",
-      "    66    88    81    68    84    89    60    73    78    62    81    81    75\n",
-      "    79   102    82    79    93    89    62    71    76    72    93    78    79\n",
-      "   103   108    79    89   103    90    73    79    80    79    89    71    77\n",
-      "   107    99    88   102   107    83    80    97    80    81    82    67    87\n",
-      "   109    92    91   102   103    83   100    96    77    96    91    81    88\n",
-      "   110    82   100   103   107    92   104   100    83    96    86    93    90\n",
-      "    85    81    84   122    93    93   112    87    87   105    73    95    84\n",
-      "    98    60    71    94    87    94   112    92    88   107    85   107    84\n",
-      "   112    91   106    99    68    64    89    93   104   109    92   107    85\n",
-      "    95    87   114   117   113    92    58    72    87   105    99   104    95\n",
-      "    66    86   107   145   120   122    84    73    51    78   106   100   100\n",
-      "    55    70   100   145   128   114    94    96    79    52    50    85    98\n",
-      "    62    72   105   150   148   124   113   107    94    96    59    61    88\n",
-      "    68    68    98   134   149   112   121   114   100   119    85    47    66\n",
-      "    86    84   108   138   158   118   130   127   113   127   104    55    41\n",
-      "    91    94   119   145   164   129   124   119   113   121   109    73    38\n",
-      "    98   109   132   148   163   140   123   113   115   121   114    77    46\n",
-      "\n",
-      "  Columns 92 through 104\n",
-      "\n",
-      "    69    66    68    67    68    62    59    58    57    55    53    54    57\n",
-      "    61    58    60    59    59    55    53    51    50    48    45    46    49\n",
-      "    61    58    61    59    59    56    54    53    51    48    45    46    49\n",
-      "    59    57    60    59    59    57    55    53    51    47    44    45    49\n",
-      "    56    55    59    57    58    57    55    53    50    45    42    45    50\n",
-      "    58    56    60    59    59    58    57    55    52    47    44    47    53\n",
-      "    56    55    58    57    57    56    55    55    52    46    43    46    52\n",
-      "    54    53    56    55    55    55    55    56    54    48    44    47    52\n",
-      "    53    52    52    52    50    53    52    54    49    46    41    45    50\n",
-      "    51    51    51    52    50    53    53    54    49    46    40    45    50\n",
-      "    52    52    52    53    51    53    53    54    49    45    39    44    50\n",
-      "    52    53    53    53    50    52    52    54    48    44    38    44    50\n",
-      "    53    52    52    51    48    52    51    53    48    44    39    46    52\n",
-      "    55    53    52    51    48    51    51    53    48    46    41    47    52\n",
-      "    57    55    53    51    48    51    50    51    48    46    42    47    51\n",
-      "    58    55    52    50    47    50    49    50    47    46    41    46    50\n",
-      "    57    54    53    47    48    48    49    48    47    46    43    44    50\n",
-      "    59    54    52    46    46    48    49    48    46    45    42    43    48\n",
-      "    60    56    53    47    48    48    49    47    46    45    42    43    48\n",
-      "    61    56    54    49    51    48    48    47    45    44    41    42    47\n",
-      "    61    56    54    49    52    48    47    45    43    42    40    41    46\n",
-      "    61    57    55    51    53    49    48    45    43    43    41    42    47\n",
-      "    62    59    57    52    53    51    49    46    43    43    42    44    49\n",
-      "    63    59    57    50    50    50    48    44    42    41    41    43    49\n",
-      "    65    58    61    52    51    47    47    45    42    41    39    42    48\n",
-      "    63    57    59    51    51    47    46    44    42    41    39    40    45\n",
-      "    62    56    55    48    49    46    45    43    42    42    39    39    43\n",
-      "    61    55    52    46    48    47    45    43    43    42    39    39    44\n",
-      "    59    56    52    47    48    46    45    43    43    42    38    39    45\n",
-      "    57    55    51    47    48    45    44    42    42    41    37    39    45\n",
-      "    55    53    49    46    45    45    43    41    42    42    38    37    43\n",
-      "    54    51    47    44    42    46    43    41    43    43    38    36    41\n",
-      "    52    50    45    44    42    45    46    43    39    40    40    38    38\n",
-      "    51    49    45    44    44    44    44    41    39    40    40    40    41\n",
-      "    53    51    49    48    48    46    44    41    41    43    42    42    45\n",
-      "    55    53    53    52    53    48    46    43    44    46    43    42    46\n",
-      "    55    54    56    54    54    49    47    46    47    48    45    43    46\n",
-      "    57    55    59    55    55    51    50    49    49    51    48    46    48\n",
-      "    61    58    61    55    55    53    53    51    50    51    50    49    50\n",
-      "    63    58    61    54    54    53    54    51    48    48    49    48    48\n",
-      "    60    59    59    60    56    54    57    50    47    50    47    46    48\n",
-      "    62    60    59    58    52    50    54    55    53    49    47    46    44\n",
-      "    61    61    60    61    58    58    56    57    53    47    47    48    45\n",
-      "    62    61    58    58    55    57    53    54    53    50    49    46    45\n",
-      "    61    59    58    60    59    55    55    57    52    48    46    43    47\n",
-      "    62    61    60    61    57    61    54    55    50    46    46    44    50\n",
-      "    61    79   109   139   151   117    67    48    51    49    48    45    47\n",
-      "    76   111   158   200   217   226   116    55    51    46    44    42    44\n",
-      "   107   134   165   205   221   230   179   137   148   114    54    55    51\n",
-      "   139   157   181   191   173   137   132   168   190   171   145   170   164\n",
-      "   143   183   161   137    81    82   105   124   113   133   144   177   218\n",
-      "   163   158   111    86    85    78    73    96   118   123   145   163   181\n",
-      "   124   109    81    91    82    65    97   143   178   147   127   122   137\n",
-      "    98    71    71    70    88   111   151   164   154   115    92    94    97\n",
-      "    76    46    49    50   115   156   136   107    94    72    59    95   124\n",
-      "    39    39    31    36    73   118   107    79    49    41    89   123    83\n",
-      "    44    33    31    24    33    61    55    31    41    71    70    54    45\n",
-      "    38    28    28    25    28    27    23    29    53    58    36    23    28\n",
-      "    42    33    34    39    33    25    38    60    57    36    24    23    23\n",
-      "    86    76    88    89    58    53    69    84    58    24    24    27    24\n",
-      "   133   127   146   125    74    72    85    93    62    33    29    22    20\n",
-      "   162   165   169   129    93    89    91    88    61    38    27    19    30\n",
-      "   165   165   149   114   107   109    94    74    51    33    22    28    55\n",
-      "   159   148   125   105   107   117   113    86    44    30    44    61    73\n",
-      "   145   142   110    91    97   113   123   101    52    49    81    76    72\n",
-      "   143   126   118    93    88   130   131   102    83    76    89    85    90\n",
-      "   133   122   110    97    89   118   149   107    77    86   149   165   148\n",
-      "   136   122   114   101    98    85   113    68    47    64   105   102    93\n",
-      "   129   124   112    96    79    50    41    30    28    23    53    62    45\n",
-      "   117   122    94    70    43    29    21    22    22    20    21    18    22\n",
-      "   112    98    75    42    28    25    24    26    21    16    17    17    19\n",
-      "    96    78    54    32    26    24    21    19    21    18    18    20    23\n",
-      "    91    73    42    25    23    21    17    20    19    15    17    19    23\n",
-      "   103    78    46    37    27    26    24    26    21    17    18    19    20\n",
-      "   108    81    49    47    41    36    29    25    19    18    24    23    21\n",
-      "   103    86    58    46    46    37    28    24    19    19    24    24    24\n",
-      "   102    91    70    47    39    32    25    24    24    21    20    21    25\n",
-      "   111    91    74    59    46    40    25    21    22    23    23    22    25\n",
-      "   119    95    70    63    51    41    26    20    21    23    26    25    26\n",
-      "   119   106    68    54    38    27    23    26    26    23    23    24    28\n",
-      "   104   107    92    45    28    22    24    23    24    25    32    31    26\n",
-      "   112    84    64    43    26    22    20    29    21    58    52    29    33\n",
-      "   106    76    35    26    21    25    26    18    21    60    78    33    31\n",
-      "    82    37    28    21    23    16    24    20    20    35    63    44    27\n",
-      "    48    30    23    22    20    26    26    22    25    35    76    63    26\n",
-      "    65    27    19    27    22    19    30    30    22    34    83    63    29\n",
-      "    85    74    36    20    26    32    38    37    26    61    82    59    25\n",
-      "    89    93    67    26    32    39    47    34    62    75    67    40    28\n",
-      "    72    81    77    38    41    49    50    54    69    61    43    32    26\n",
-      "    70    74    65    47    54    54    66    65    54    35    31    31    28\n",
-      "    80    74    50    44    48    44    43    38    33    30    38    34    31\n",
-      "    84    64    31    28    26    30    24    24    30    35    40    31    34\n",
-      "    86    53    27    29    28    27    30    33    34    36    42    32    33\n",
-      "    80    40    27    27    29    28    34    34    36    41    45    34    31\n",
-      "    78    38    32    29    32    27    38    38    41    42    40    34    35\n",
-      "    70    30    30    30    36    32    45    38    39    43    47    45    41\n",
-      "    56    29    28    36    36    33    43    43    41    46    51    47    41\n",
-      "    41    28    31    35    34    32    41    48    42    48    43    46    39\n",
-      "    39    34    31    35    42    34    41    51    48    49    41    47    42\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    41    34    29    36    45    34    40    45    52    45    40    45    43\n",
-      "    40    34    35    43    46    43    44    45    54    50    45    50    47\n",
-      "    43    43    43    46    55    56    53    51    54    60    49    58    53\n",
-      "\n",
-      "  Columns 105 through 117\n",
-      "\n",
-      "    58    56    54    54    55    57    58    59    56    60    65    69    68\n",
-      "    52    50    49    49    50    51    51    51    49    53    57    59    58\n",
-      "    50    49    48    48    49    49    48    47    49    54    59    62    62\n",
-      "    53    51    49    49    50    50    48    47    44    51    58    63    63\n",
-      "    54    52    50    49    49    49    48    48    49    56    64    69    68\n",
-      "    56    54    52    51    50    50    50    51    50    55    61    65    64\n",
-      "    56    56    55    53    51    51    52    53    53    57    61    64    64\n",
-      "    54    54    54    53    51    50    51    53    57    60    62    65    65\n",
-      "    57    54    50    51    47    48    49    55    54    55    57    61    61\n",
-      "    57    54    50    52    48    49    50    55    58    58    59    62    62\n",
-      "    55    53    49    52    49    50    50    56    55    56    57    58    61\n",
-      "    53    52    49    52    48    49    49    54    53    54    55    55    61\n",
-      "    53    51    49    52    48    49    48    53    55    55    58    56    62\n",
-      "    53    51    49    52    48    48    48    53    55    54    58    56    63\n",
-      "    52    50    48    51    47    48    48    52    53    51    56    54    61\n",
-      "    51    49    47    50    46    47    47    52    54    51    56    53    60\n",
-      "    52    51    50    49    48    48    49    50    52    52    51    52    53\n",
-      "    53    52    51    49    48    47    48    49    52    52    50    50    51\n",
-      "    53    53    52    50    47    46    46    46    48    49    47    47    49\n",
-      "    52    52    51    49    47    45    44    45    46    47    46    46    48\n",
-      "    50    50    49    48    46    44    44    44    46    48    47    47    48\n",
-      "    49    49    48    47    46    45    44    43    44    48    49    48    49\n",
-      "    51    49    47    46    46    45    43    42    41    47    49    48    49\n",
-      "    53    50    47    46    46    45    43    41    41    48    51    49    48\n",
-      "    50    48    48    46    43    44    46    46    47    46    48    47    47\n",
-      "    50    48    48    47    45    44    45    43    45    45    47    46    46\n",
-      "    48    46    47    47    46    46    45    42    42    42    44    44    45\n",
-      "    48    46    47    48    48    48    46    43    40    40    43    43    45\n",
-      "    52    49    48    48    47    47    46    42    40    39    42    43    45\n",
-      "    50    46    45    45    44    44    43    41    40    39    41    41    43\n",
-      "    45    43    42    42    41    42    42    40    40    39    40    41    43\n",
-      "    46    44    43    43    41    41    42    40    39    38    39    40    43\n",
-      "    42    44    44    43    42    42    41    39    39    38    38    38    42\n",
-      "    43    43    43    42    42    42    41    40    39    39    40    39    42\n",
-      "    46    45    44    43    43    44    44    43    42    42    44    43    44\n",
-      "    49    48    46    46    46    46    45    44    44    44    46    45    45\n",
-      "    51    49    48    48    48    47    45    44    44    43    45    44    46\n",
-      "    53    51    49    49    50    49    46    45    45    43    45    45    47\n",
-      "    55    52    49    50    51    50    48    46    47    45    46    46    49\n",
-      "    55    51    47    48    49    49    47    46    46    45    46    46    48\n",
-      "    49    48    47    47    48    48    47    46    44    45    44    46    47\n",
-      "    48    47    46    46    46    46    46    45    44    44    44    46    48\n",
-      "    48    47    45    44    43    43    44    44    43    44    44    46    47\n",
-      "    47    46    45    44    42    42    42    43    43    43    44    46    47\n",
-      "    48    48    47    46    45    44    43    43    43    44    44    45    47\n",
-      "    50    49    49    48    47    45    44    44    43    44    43    44    46\n",
-      "    49    48    46    45    45    44    43    42    43    42    41    42    43\n",
-      "    47    45    42    41    41    41    41    40    41    41    39    40    40\n",
-      "    47    42    41    44    44    39    40    40    41    39    40    40    40\n",
-      "   130    65    45    38    39    44    41    41    41    40    40    40    41\n",
-      "   229   175    55    52    70    93   125    71    41    39    39    38    40\n",
-      "   214   214    83   101   145   155   198   153    41    38    38    37    38\n",
-      "   166   170   171   170   169   184   182   139    41    39    39    38    39\n",
-      "   120   146   182   206   169   169   167   109    38    37    38    37    39\n",
-      "   131   143   160   199   205   173   108    45    35    34    36    36    37\n",
-      "   112   143   184   186   214   216   205    96    35    34    36    36    37\n",
-      "    84    99    98    92   124   176   204   172    52    80    72    39    35\n",
-      "    47    71    58    42    56    79   118   148   101   122   149    83    37\n",
-      "    22    31    24    27    31    42    79   121   131   151   111    70    32\n",
-      "    24    25    26    28    39    92   139   168   150    87    85    43    34\n",
-      "    21    27    47    81   115   139   122   130    99    54    39    35    34\n",
-      "    49    87   111   127   144   146   100    83    53    29    26    30    31\n",
-      "   102   131   133   132   120   100    64    37    30    22    36    32    29\n",
-      "    93   129   114    96    66    39    36    26    29    28    30    25    32\n",
-      "    75   103   103   106    95    62    36    28    29    28    28    28    30\n",
-      "   123   136   141   151   198   196   126    31    28    27    28    28    30\n",
-      "   157   154   140   148   167   167   151    44    27    26    28    28    30\n",
-      "   119   112   112   117   103   106    96    29    27    26    28    28    30\n",
-      "    48    42    41    57    45    36    28    30    28    26    28    27    29\n",
-      "    18    26    17    16    20    27    28    25    27    26    27    26    28\n",
-      "    17    11    24    20    20    32    25    28    27    26    28    27    28\n",
-      "    22    20    14    21    25    31    27    26    27    26    29    28    30\n",
-      "    21    20    23    28    30    29    26    26    27    26    26    28    30\n",
-      "    22    22    25    29    30    28    27    28    27    27    27    28    30\n",
-      "    24    25    28    29    28    26    27    29    27    29    28    28    30\n",
-      "    26    27    28    29    28    27    28    30    27    29    29    28    30\n",
-      "    28    28    28    28    28    28    29    30    27    29    29    28    30\n",
-      "    28    28    28    28    28    29    29    30    28    29    28    29    31\n",
-      "    29    29    29    29    29    29    29    29    30    29    28    30    32\n",
-      "    29    30    30    30    29    29    29    29    31    29    28    31    34\n",
-      "    27    29    30    31    30    29    29    29    28    29    29    31    33\n",
-      "    28    29    30    31    30    29    29    29    29    31    31    33    35\n",
-      "    29    29    30    30    30    30    29    29    30    31    32    33    35\n",
-      "    29    29    29    30    30    30    29    29    30    31    31    32    34\n",
-      "    29    29    29    29    30    30    30    29    30    31    31    32    33\n",
-      "    28    29    29    30    30    30    31    31    32    33    33    33    34\n",
-      "    28    29    30    31    31    31    32    33    34    34    33    33    35\n",
-      "    28    29    31    31    31    31    33    34    34    34    33    33    34\n",
-      "    26    28    30    31    31    30    29    28    29    31    30    30    31\n",
-      "    28    28    29    30    30    29    29    29    29    31    31    31    33\n",
-      "    31    31    31    30    30    30    31    32    31    33    33    33    36\n",
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-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "    42    41    40    40    41    40    39    37    40    41    40    40    42\n",
-      "\n",
-      "  Columns 118 through 120\n",
-      "\n",
-      "    64    65    71\n",
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-      "    33    35    41\n",
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-      "    37    40    46\n",
-      "    36    38    44\n",
-      "    34    36    42\n",
-      "    38    40    46\n",
-      "    46    48    54\n",
-      "    51    52    58\n",
-      "    52    57    63\n",
-      "    52    56    62\n",
-      "    49    52    57\n",
-      "    39    41    45\n",
-      "    37    38    42\n",
-      "    42    43    47\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "I = imread('fruits.jpg')  % En mettant un \";\" après la fermeture de parenthèse, la matrice n'est pas affichée"
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "I = imread('fruits.jpg');  % En mettant un \";\" après la fermeture de parenthèse, la matrice n'est pas affichée"
    ]
   },
   {
@@ -7932,22 +1358,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Matlab",
-   "language": "matlab",
-   "name": "matlab"
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
   },
   "language_info": {
-   "codemirror_mode": "octave",
-   "file_extension": ".m",
-   "help_links": [
-    {
-     "text": "MetaKernel Magics",
-     "url": "https://metakernel.readthedocs.io/en/latest/source/README.html"
-    }
-   ],
-   "mimetype": "text/x-octave",
-   "name": "matlab",
-   "version": "0.16.9"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,