diff --git a/paddle/fluid/framework/data_feed.cc b/paddle/fluid/framework/data_feed.cc
index ed94e30e5cd8a251fe4ab926d9d6e1a5899b229d..1ed472de6c171917aa12aeeda0f4556d6917208f 100644
--- a/paddle/fluid/framework/data_feed.cc
+++ b/paddle/fluid/framework/data_feed.cc
@@ -106,6 +106,7 @@ void PrivateQueueDataFeed<T>::SetQueueSize(int queue_size) {
   PADDLE_ENFORCE(queue_size > 0, "Illegal queue size: %d.", queue_size);
   queue_size_ = queue_size;
   queue_ = paddle::framework::MakeChannel<T>();
+  queue_->SetCapacity(queue_size);
 }
 
 template <typename T>
@@ -301,7 +302,8 @@ void MultiSlotDataFeed::Init(
   paddle::framework::MultiSlotDesc multi_slot_desc =
       data_feed_desc.multi_slot_desc();
   SetBatchSize(data_feed_desc.batch_size());
-  SetQueueSize(data_feed_desc.batch_size());
+  // temporarily set queue size = batch size * 100
+  SetQueueSize(data_feed_desc.batch_size() * 100);
   size_t all_slot_num = multi_slot_desc.slots_size();
   all_slots_.resize(all_slot_num);
   all_slots_type_.resize(all_slot_num);
diff --git a/paddle/fluid/framework/io/shell.cc b/paddle/fluid/framework/io/shell.cc
index ab671cb5690df51c1cff141906c40cc9e74584fa..d63fee7f6e8cfe8c832226d79b5231c39ef1c326 100644
--- a/paddle/fluid/framework/io/shell.cc
+++ b/paddle/fluid/framework/io/shell.cc
@@ -194,7 +194,8 @@ std::shared_ptr<FILE> shell_popen(const std::string& cmd,
                            << ", err_no[" << *err_no << "]";
             }
             if (wstatus == -1 && errno == ECHILD) {
-              LOG(WARNING) << "errno is ECHILD";
+              // temporarily remove this warning
+              // LOG(WARNING) << "errno is ECHILD";
             }
           }};
 #endif
@@ -285,7 +286,8 @@ std::pair<std::shared_ptr<FILE>, std::shared_ptr<FILE>> shell_p2open(
             << "status[" << wstatus << "], cmd[" << cmd << "]";
 
         if (wstatus == -1 && errno == ECHILD) {
-          LOG(WARNING) << "errno is ECHILD";
+          // temporarily remove this warning
+          // LOG(WARNING) << "errno is ECHILD";
         }
       }};