X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=agtree2dot.git;a=blobdiff_plain;f=mlp.py;h=963e7b7d55ac267f0beac10ec9f44f12506f9f93;hp=8497848fa7c32413a05dbbf47e159d06764113fd;hb=9d6a57fb731d72261e4e0a334595cc5745765e2a;hpb=63f04303f0320d25d36e6a4f9f535e62cdb139e1

diff --git a/mlp.py b/mlp.py
index 8497848..963e7b7 100755
--- a/mlp.py
+++ b/mlp.py
@@ -17,6 +17,8 @@
 # Contact <francois.fleuret@idiap.ch> for comments & bug reports        #
 #########################################################################
 
+import subprocess
+
 from torch import nn
 from torch.nn import functional as fn
 from torch import Tensor
@@ -45,8 +47,30 @@ criterion = nn.MSELoss()
 loss = criterion(output, target)
 
 agtree2dot.save_dot(loss,
-                    { input: 'input', target: 'target', loss: 'loss' },
+                    {
+                        input: 'input',
+                        target: 'target',
+                        loss: 'loss',
+                        mlp.fc1.weight: 'weight1',
+                        mlp.fc1.bias: 'bias1',
+                        mlp.fc2.weight: 'weight2',
+                        mlp.fc2.bias: 'bias2',
+                    },
                     open('./mlp.dot', 'w'))
 
-print('Generated mlp.dot. You can convert it to pdf with')
-print('> dot mlp.dot -Lg -T pdf -o mlp.pdf')
+print('Generated mlp.dot')
+
+try:
+    fontname='Computer Modern'
+    fontsize=12
+    subprocess.check_call(['dot', 'mlp.dot',
+                           '-Lg',
+                           '-T', 'pdf',
+                           '-Efontname=' + fontname, '-Efontsize=' + str(fontsize),
+                           '-Nfontname=' + fontname, '-Nfontsize=' + str(fontsize),
+                           '-o', 'mlp.pdf' ])
+except subprocess.CalledProcessError:
+    print('Calling the dot command failed. Is Graphviz installed?')
+    sys.exit(1)
+
+print('Generated mlp.pdf')