diff --git a/test/jit/fixtures/test_versioned_gelu_out_v9.ptl b/test/jit/fixtures/test_versioned_gelu_out_v9.ptl
new file mode 100644
index 00000000000..208ae510075
Binary files /dev/null and b/test/jit/fixtures/test_versioned_gelu_out_v9.ptl differ
diff --git a/test/jit/fixtures/test_versioned_gelu_v9.ptl b/test/jit/fixtures/test_versioned_gelu_v9.ptl
new file mode 100644
index 00000000000..5e4ffb20f82
Binary files /dev/null and b/test/jit/fixtures/test_versioned_gelu_v9.ptl differ
diff --git a/test/jit/fixtures_srcs/fixtures_src.py b/test/jit/fixtures_srcs/fixtures_src.py
index 545152b6a3a..dff23702311 100644
--- a/test/jit/fixtures_srcs/fixtures_src.py
+++ b/test/jit/fixtures_srcs/fixtures_src.py
@@ -42,3 +42,18 @@ def __init__(self):
 
     def forward(self, a: Union[int, float, complex], b: Union[int, float, complex], out: torch.Tensor):
         return torch.logspace(a, b, out=out)
+
+class TestVersionedGeluV9(torch.nn.Module):
+    def __init__(self):
+        super().__init__()
+
+    def forward(self, x):
+        return torch._C._nn.gelu(x)
+
+class TestVersionedGeluOutV9(torch.nn.Module):
+    def __init__(self):
+        super().__init__()
+
+    def forward(self, x):
+        out = torch.zeros_like(x)
+        return torch._C._nn.gelu(x, out=out)
diff --git a/test/jit/fixtures_srcs/generate_models.py b/test/jit/fixtures_srcs/generate_models.py
index 36b6b5ffe68..980e7dd0324 100644
--- a/test/jit/fixtures_srcs/generate_models.py
+++ b/test/jit/fixtures_srcs/generate_models.py
@@ -94,6 +94,8 @@ def div_Tensor_0_3(self: Tensor, other: Tensor) -> Tensor:
     TestVersionedLinspaceOutV7(): "aten::linspace.out",
     TestVersionedLogspaceV8(): "aten::logspace",
     TestVersionedLogspaceOutV8(): "aten::logspace.out",
+    TestVersionedGeluV9(): "aten::gelu",
+    TestVersionedGeluOutV9(): "aten::gelu.out",
 }
 
 """