diff --git a/paddle/fluid/framework/hogwild_worker.cc b/paddle/fluid/framework/hogwild_worker.cc
index a08db28f51be0e556eb5ca7de5fb03389710934a..db6231e99193d96714e4205fa174444a4ffede83 100644
--- a/paddle/fluid/framework/hogwild_worker.cc
+++ b/paddle/fluid/framework/hogwild_worker.cc
@@ -37,6 +37,10 @@ void HogwildWorker::Initialize(const TrainerDesc &desc) {
     dump_fields_[i] = desc.dump_fields(i);
   }
 
+  for (int i = 0; i < param_.stat_var_names_size(); ++i) {
+    stat_var_name_map_[param_.stat_var_names(i)] = 1;
+  }
+
   need_dump_param_ = false;
   dump_param_.resize(desc.dump_param_size());
   for (int i = 0; i < desc.dump_param_size(); ++i) {
diff --git a/paddle/fluid/framework/trainer_desc.proto b/paddle/fluid/framework/trainer_desc.proto
index 43b2dd63e4035e8585549a0bb094dd9b14e5f52b..f442063313f03321931112ed293ccdf8ebabeb89 100644
--- a/paddle/fluid/framework/trainer_desc.proto
+++ b/paddle/fluid/framework/trainer_desc.proto
@@ -59,7 +59,10 @@ message TrainerDesc {
   optional DataFeedDesc data_desc = 201;
 }
 
-message HogwildWorkerParameter { repeated string skip_ops = 1; }
+message HogwildWorkerParameter {
+  repeated string skip_ops = 1;
+  repeated string stat_var_names = 2;
+}
 
 message DownpourWorkerParameter {
   repeated TableParameter sparse_table = 1;
diff --git a/python/paddle/fluid/device_worker.py b/python/paddle/fluid/device_worker.py
index 3c265a8f567feff5ca8fce797de7095ca1fcc1b4..1035e405a3710ea15fe28a453c63f5efd15337e6 100644
--- a/python/paddle/fluid/device_worker.py
+++ b/python/paddle/fluid/device_worker.py
@@ -102,6 +102,7 @@ class Hogwild(DeviceWorker):
 
         program_configs = opt_info["program_configs"]
         downpour = trainer_desc.downpour_param
+        hogwild = trainer_desc.hogwild_param
 
         for pid in program_configs:
             if pid == program_id:
@@ -154,6 +155,7 @@ class Hogwild(DeviceWorker):
             sparse_table.label_var_name = ""
         if opt_info["stat_var_names"]:
             for i in opt_info["stat_var_names"]:
+                hogwild.stat_var_names.extend([i])
                 downpour.stat_var_names.extend([i])
 
         for i in worker.get_desc().dense_table:
@@ -163,10 +165,10 @@ class Hogwild(DeviceWorker):
                 dense_table.dense_value_name.extend(i.dense_variable_name)
                 dense_table.dense_grad_name.extend(
                     i.dense_gradient_variable_name)
-        downpour.skip_ops.extend(worker.get_desc().skip_op)
+        hogwild.skip_ops.extend(worker.get_desc().skip_op)
         if self._infer:
-            downpour.push_dense = False
-            downpour.push_sparse = False
+            hogwild.skip_ops.extend(
+                ["push_sparse", "push_sparse_v2", "push_dense"])
 
 
 class DownpourSGD(DeviceWorker):