diff --git a/experimental/torch_xla2/torch_xla2/ops/jaten.py b/experimental/torch_xla2/torch_xla2/ops/jaten.py
index 34c72533baf..1af6902ae69 100644
--- a/experimental/torch_xla2/torch_xla2/ops/jaten.py
+++ b/experimental/torch_xla2/torch_xla2/ops/jaten.py
@@ -2750,6 +2750,21 @@ def _aten_nextafter(input, other, *, out=None):
   return jnp.nextafter(input, other)
 
 
+@op(torch.ops.aten.nonzero_static)
+def _aten_nonzero_static(input, size, fill_value = -1):
+  # import pdb; pdb.set_trace()
+  # print("arrive here _aten_nonzero")
+  indices = jnp.argwhere(input)
+
+  if size < indices.shape[0]:
+    indices = indices[:size]
+  elif size > indices.shape[0]:
+    padding = jnp.full((size - indices.shape[0], indices.shape[1]), fill_value, dtype=indices.dtype)
+    indices = jnp.concatenate((indices, padding))
+
+  return indices
+
+
 # aten.nonzero
 @op(torch.ops.aten.nonzero)
 def _aten_nonzero(x, as_tuple=False):