Change the order of regularizers

lululxvi · Nov 1, 2024 · 571233a · 571233a
1 parent 3de1044
commit 571233a
Showing 1 changed file with 4 additions and 4 deletions.
diff --git a/deepxde/nn/regularizers.py b/deepxde/nn/regularizers.py
@@ -27,15 +27,15 @@ def get(identifier):
         return tf.keras.regularizers.L1(l1=factor[0])
     if name == "l2":
         return tf.keras.regularizers.L2(l2=factor[0])
+    if name in ("l1l2", "l1+l2"):
+        if len(factor) < 2:
+            raise ValueError("L1L2 regularizer requires both L1/L2 penalties.")
+        return tf.keras.regularizers.L1L2(l1=factor[0], l2=factor[1])
     if name == "orthogonal":
         if not hasattr(tf.keras.regularizers, "OrthogonalRegularizer"):
             raise ValueError(
                 "The 'orthogonal' regularizer is not available "
                 "in your version of TensorFlow"
             )
         return tf.keras.regularizers.OrthogonalRegularizer(factor=factor[0])
-    if name in ("l1l2", "l1+l2"):
-        if len(factor) < 2:
-            raise ValueError("L1L2 regularizer requires both L1/L2 penalties.")
-        return tf.keras.regularizers.L1L2(l1=factor[0], l2=factor[1])
     raise ValueError(f"Unknown regularizer name: {name}")