diff --git a/tests/conftest.py b/tests/conftest.py
index 7bab05dfb3..ceb2a03f51 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -269,7 +269,9 @@ def pytorch_training_py_version(pytorch_training_version, request):
 
 @pytest.fixture(scope="module", params=["py2", "py3"])
 def pytorch_inference_py_version(pytorch_inference_version, request):
-    if Version(pytorch_inference_version) >= Version("2.0"):
+    if Version(pytorch_inference_version) >= Version("2.3"):
+        return "py311"
+    elif Version(pytorch_inference_version) >= Version("2.0"):
         return "py310"
     elif Version(pytorch_inference_version) >= Version("1.13"):
         return "py39"