diff --git a/setup.py b/setup.py
index 93d53639c..738095889 100644
--- a/setup.py
+++ b/setup.py
@@ -215,7 +215,7 @@ def run(self):
             ],
             'ort': [
                 'onnx>=1.10.2',
-                'onnxruntime-gpu==1.10.0; python_version<"3.10" and platform_machine == "x86_64"',
+                'onnxruntime-gpu==1.12.0; python_version<"3.10" and platform_machine == "x86_64"',
                 'onnxruntime-gpu; python_version>="3.10" and platform_machine == "x86_64"',
             ],
             'nvidia': ['py3nvml>=0.2.6'],