diff --git a/fastdeploy/engine/common_engine.py b/fastdeploy/engine/common_engine.py
index 3392b26d6..a2c984d4f 100644
--- a/fastdeploy/engine/common_engine.py
+++ b/fastdeploy/engine/common_engine.py
@@ -303,7 +303,8 @@ class EngineService:
             client_id=0,
             local_data_parallel_size=self.cfg.parallel_config.data_parallel_size,
             local_data_parallel_id=min(
-                self.cfg.worker_num_per_node * self.cfg.node_rank + self.cfg.parallel_config.local_data_parallel_id,
+                self.cfg.worker_num_per_node // self.cfg.parallel_config.tensor_parallel_size * self.cfg.node_rank
+                + self.cfg.parallel_config.local_data_parallel_id,
                 self.cfg.parallel_config.data_parallel_size - 1,
             ),
         )
diff --git a/fastdeploy/engine/expert_service.py b/fastdeploy/engine/expert_service.py
index 6f567be09..5a0da7bc6 100644
--- a/fastdeploy/engine/expert_service.py
+++ b/fastdeploy/engine/expert_service.py
@@ -130,29 +130,28 @@ class ExpertService:
                 create=False,
             )
             self.launched_expert_service_signal.value[local_rank] = 1
+        if self.do_profile:
+            get_profile_block_num = np.zeros([1], dtype=np.int32)
+            while True:
+                try:
+                    self.get_profile_block_num_signal = IPCSignal(
+                        name="get_profile_block_num",
+                        array=get_profile_block_num,
+                        dtype=np.int32,
+                        suffix=int(self.cfg.parallel_config.engine_worker_queue_port[0]),
+                        create=False,
+                    )
+                    break
+                except:
+                    time.sleep(1)
+            self.reset_kvcache_blocks()
 
         if self.cfg.scheduler_config.splitwise_role != "mixed" or self.cfg.cache_config.enable_prefix_caching:
-            if self.do_profile:
-                get_profile_block_num = np.zeros([1], dtype=np.int32)
-                while True:
-                    try:
-                        self.get_profile_block_num_signal = IPCSignal(
-                            name="get_profile_block_num",
-                            array=get_profile_block_num,
-                            dtype=np.int32,
-                            suffix=int(self.cfg.parallel_config.engine_worker_queue_port[0]),
-                            create=False,
-                        )
-                        break
-                    except:
-                        time.sleep(1)
-                self.reset_kvcache_blocks()
             ipc_signal_suffix_cache = self.cfg.parallel_config.engine_worker_queue_port[local_data_parallel_id]
             self.cache_manager_processes = self.engine.start_cache_service(
                 self.cfg.local_device_ids,
                 ipc_signal_suffix_cache,
             )
-
         console_logger.info(
             f"Worker processes(rank {local_rank}) are launched with {time.time() - start_time} seconds."
         )