Dependency - Bump onnxruntime-gpu version from 1.10.0 to 1.12.0 (#663)

**Description**

Bump onnxruntime-gpu from 1.10.0 to 1.12.0.

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Co-authored-by: hongtaozhang <hongtaozhang@microsoft.com>

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'],