diff --git a/tests/conftest.py b/tests/conftest.py
index 7557c87fbe..34f5c5306d 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -554,7 +554,9 @@ def _tf_py_version(tf_version, request):
         return "py38"
     if Version("2.8") <= version < Version("2.12"):
         return "py39"
-    return "py310"
+    if Version("2.12") <= version < Version("2.19"):
+        return "py310"
+    return "py312"
 
 
 @pytest.fixture(scope="module")
@@ -597,7 +599,9 @@ def tf_full_py_version(tf_full_version):
         return "py38"
     if version < Version("2.12"):
         return "py39"
-    return "py310"
+    if version < Version("2.19"):
+        return "py310"
+    return "py312"
 
 
 @pytest.fixture(scope="module")