Mercurial > ift6266

changeset 388:0d97fead004f

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
Changement pour prendre en compte l'option finetune amelioree pour PNIST07
author SylvainPL <sylvain.pannetier.lebeuf@umontreal.ca>
date Tue, 27 Apr 2010 08:42:43 -0400
parents 44094ff28ed1
children 88cb95007670
files deep/stacked_dae/v_sylvain/train_error.py
diffstat 1 files changed, 10 insertions(+), 0 deletions(-) [+]
line wrap: on
line diff
--- a/deep/stacked_dae/v_sylvain/train_error.py	Tue Apr 27 08:41:58 2010 -0400
+++ b/deep/stacked_dae/v_sylvain/train_error.py	Tue Apr 27 08:42:43 2010 -0400
@@ -112,6 +112,16 @@
         optimizer.training_error(datasets.nist_P07(maxsize=maximum_exemples))
         print "For" + str(maximum_exemples) + "over the PNIST07 training set: "
         optimizer.training_error(datasets.PNIST07(maxsize=maximum_exemples))
+        
+    if os.path.exists(PATH+'params_finetune_PNIST07_then_NIST.txt'):
+        print ('\n finetune = PNIST07 then NIST')
+        optimizer.reload_parameters(PATH+'params_finetune_PNIST07_then_NIST.txt')
+        print "For" + str(maximum_exemples) + "over the NIST training set: "
+        optimizer.training_error(datasets.nist_all(maxsize=maximum_exemples))
+        print "For" + str(maximum_exemples) + "over the P07 training set: "
+        optimizer.training_error(datasets.nist_P07(maxsize=maximum_exemples))
+        print "For" + str(maximum_exemples) + "over the PNIST07 training set: "
+        optimizer.training_error(datasets.PNIST07(maxsize=maximum_exemples))
     
     channel.save()