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lines changed Original file line number Diff line number Diff line change @@ -350,12 +350,12 @@ The output one should expect is of the form :
350350
351351.. code-block:: bash
352352
353- Optimization complete with best validation score of 2.08% , with test performance 2.18 %
354- The code ran for 55.57 minutes
353+ Optimization complete. Best validation score of 1.690000 % obtained at iteration 2070000 , with test performance 1.650000 %
354+ The code for file mlp.py ran for 97.34m
355355
356- On an Intel(R) Core(TM)2 Duo CPU E8400 @ 3.00 Ghz the code runs with
357- approximately 1.78 epoch/minute and it took 99 epochs to reach a test
358- error of 2.18 %.
356+ On an Intel(R) Core(TM) i7-2600K CPU @ 3.40GHz the code runs with
357+ approximately 10.3 epoch/minute and it took 828 epochs to reach a test
358+ error of 1.65 %.
359359
360360To put this into perspective, we refer the reader to the results section of `this
361361<http://yann.lecun.com/exdb/mnist>`_ page.
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