From: Francois Fleuret <francois@fleuret.org>
Date: Thu, 15 Jun 2017 13:15:13 +0000 (+0200)
Subject: Log the number of parameters.
X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=commitdiff_plain;h=2fd030cd849fa7879211128c15d4a1fbf9d6e7f4;p=pysvrt.git

Log the number of parameters.
---

diff --git a/cnn-svrt.py b/cnn-svrt.py
index 1d5e887..3550d85 100755
--- a/cnn-svrt.py
+++ b/cnn-svrt.py
@@ -122,6 +122,11 @@ class Net(nn.Module):
 def train_model(train_input, train_target):
     model, criterion = Net(), nn.CrossEntropyLoss()
 
+    nb_parameters = 0
+    for p in model.parameters():
+        nb_parameters += p.numel()
+    log_string('NB_PARAMETERS {:d}'.format(nb_parameters))
+
     if torch.cuda.is_available():
         model.cuda()
         criterion.cuda()