Mercurial > ift6266

comparison deep/convolutional_dae/sgd_opt.py @ 294:8babd43235dd

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Save best valid score and test score in the db.
author Arnaud Bergeron <abergeron@gmail.com>
date Sat, 27 Mar 2010 13:39:48 -0400
parents 80ee63c3e749
children
comparison
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293:d89820070ea0 294:8babd43235dd
1 import time 1 import time
2 import sys 2 import sys, os
3 3
4 from ift6266.utils.seriestables import * 4 from ift6266.utils.seriestables import *
5 5
6 default_series = { 6 default_series = {
7 'train_error' : DummySeries(), 7 'train_error' : DummySeries(),
61 print(('Optimization complete with best validation score of %f %%,' 61 print(('Optimization complete with best validation score of %f %%,'
62 'with test performance %f %%') % 62 'with test performance %f %%') %
63 (best_validation_loss * 100., test_score*100.)) 63 (best_validation_loss * 100., test_score*100.))
64 print ('The code ran for %f minutes' % ((end_time-start_time)/60.)) 64 print ('The code ran for %f minutes' % ((end_time-start_time)/60.))
65 65
66 return best_validation_loss, test_score