ConsoleOutput.txt

+------------------+--------------+------------------+
| Images Processed | Elapsed Time | Percent Complete |
+------------------+--------------+------------------+
| 1                | 8.62s        | 0%               |
| 2                | 8.69s        | 0%               |
| 3                | 8.76s        | 0%               |
| 4                | 8.82s        | 0%               |
...                ...            ...
| 20400            | 21m 49s      | 99%              |
| 20450            | 21m 52s      | 99.25%           |
| 20500            | 21m 55s      | 99.5%            |
| 20550            | 21m 59s      | 99.75%           |
| 20580            | 22m 1s       | 100%             |
+------------------+--------------+------------------+
Automatically generating validation set from 5% of the data.
Beginning model training on processed features. 
Calibrating solver; this may take some time.
+-----------+--------------+-------------------+---------------------+
| Iteration | Elapsed Time | Training-accuracy | Validation-accuracy |
+-----------+--------------+-------------------+---------------------+
| 1         | 76.362479    | 0.074651          | 0.062917            |
| 2         | 126.934316   | 0.220982          | 0.188751            |
| 3         | 158.308643   | 0.359633          | 0.320305            |
| 4         | 191.208373   | 0.488864          | 0.440419            |
| 5         | 223.655097   | 0.578823          | 0.564347            |
| 7         | 287.459013   | 0.620142          | 0.585319            |
| 8         | 320.746788   | 0.630331          | 0.596759            |
| 9         | 354.122883   | 0.637346          | 0.606292            |
| 10        | 385.769775   | 0.654600          | 0.614871            |
+-----------+--------------+-------------------+---------------------+
Completed (Iteration limit reached).