# HG changeset patch
# User SylvainPL <sylvain.pannetier.lebeuf@umontreal.ca>
# Date 1272372163 14400
# Node ID 0d97fead004f904f2b766d2fad65f296c36eba53
# Parent  44094ff28ed1d929998e011dc776fc53490686ac
Changement pour prendre en compte l'option finetune amelioree pour PNIST07

diff -r 44094ff28ed1 -r 0d97fead004f deep/stacked_dae/v_sylvain/train_error.py
--- 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()