diff --git a/backends/xnnpack/passes/convert_to_linear.py b/backends/xnnpack/passes/convert_to_linear.py
index 942c09c8ae8..69f882523c8 100644
--- a/backends/xnnpack/passes/convert_to_linear.py
+++ b/backends/xnnpack/passes/convert_to_linear.py
@@ -36,6 +36,7 @@ class ConvertToLinearPass(XNNPACKPass):
     targets = [
         exir_ops.edge.aten.mm.default,
         exir_ops.edge.aten.addmm.default,
+        exir_ops.edge.aten.bmm.default,
     ]
 
     @staticmethod