diff --git a/vllm_ascend/compilation/acl_graph.py b/vllm_ascend/compilation/acl_graph.py
index ed8673d21a0..93c32ce708e 100644
--- a/vllm_ascend/compilation/acl_graph.py
+++ b/vllm_ascend/compilation/acl_graph.py
@@ -196,7 +196,7 @@ def __call__(self, *args, **kwargs):
             else False
         )
         if self.runtime_mode != CUDAGraphMode.FULL or not forward_context.is_draft_model or not use_eagle:
-            torch.npu.synchronize()
+            torch.npu.current_stream().synchronize()
         entry.aclgraph.replay()
         return entry.output