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luster · Apr 6, 2016 · 93f3b72 · 93f3b72
1 parent cca3bab
commit 93f3b72
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/thesis/build_networks.py b/thesis/build_networks.py
@@ -131,7 +131,7 @@ def make_C_matrix(self):
         self.C_mat = theano.shared(np.asarray(C, dtype=dtype), borrow=True)
         self.mean_C = theano.shared(C.mean(), borrow=True)
 
-    def loss_func(self, lambduh=1.5):
+    def loss_func(self, lambduh=3.0):
         prediction = self.get_output()
         loss = lasagne.objectives.squared_error(prediction, self.input_var)
         regularization_term = self.soft_output_var * ((self.C_mat * lasagne.layers.get_output(self.latents)).mean())**2