diff --git a/deepspeed/runtime/superoffload/superoffload_stage3.py b/deepspeed/runtime/superoffload/superoffload_stage3.py
index c911d6874d0c..7e593d4857f0 100644
--- a/deepspeed/runtime/superoffload/superoffload_stage3.py
+++ b/deepspeed/runtime/superoffload/superoffload_stage3.py
@@ -23,6 +23,7 @@ def __init__(
         self,
         module,
         init_optimizer,
+        param_names,
         timers,
         ds_config,
         **kwargs,
@@ -34,7 +35,7 @@ def __init__(
         self.async_cpuadam_num = 0
         self.max_grad_numel = 0
 
-        super().__init__(module, init_optimizer, timers, ds_config, **kwargs)
+        super().__init__(module, init_optimizer, param_names, timers, ds_config, **kwargs)
 
         optimizer_config = {
             "lr": self.optimizer.param_groups[0]["lr"],