diff --git a/experimental/torch_xla2/test/test_ops.py b/experimental/torch_xla2/test/test_ops.py
index 2a96b010ab7..5d12932012f 100644
--- a/experimental/torch_xla2/test/test_ops.py
+++ b/experimental/torch_xla2/test/test_ops.py
@@ -28,7 +28,6 @@
     "diagonal_copy",
     "diagonal_scatter",
     "digamma",
-    "erfinv",
     "exponential",
     "gcd",
     "geometric",
diff --git a/experimental/torch_xla2/torch_xla2/ops/jaten.py b/experimental/torch_xla2/torch_xla2/ops/jaten.py
index 8f34c675df7..eb9b04cf1c6 100644
--- a/experimental/torch_xla2/torch_xla2/ops/jaten.py
+++ b/experimental/torch_xla2/torch_xla2/ops/jaten.py
@@ -2057,6 +2057,12 @@ def _aten_erf(x):
   return jax.lax.erf(x)
 
 
+@op(torch.ops.aten.erfinv)
+@op_base.promote_int_input
+def _aten_erfinv(input):
+  return jax.lax.erf_inv(input)
+
+
 # aten.exp
 @op(torch.ops.aten.exp)
 def _aten_exp(input):