diff --git a/paddle/fluid/framework/channel_impl.h b/paddle/fluid/framework/channel_impl.h
index 378a0bab1cc7408266fa45a0b3dc19619dd4fb4c..c47d629289af2c3d1f7c30d711d338745bf5234c 100644
--- a/paddle/fluid/framework/channel_impl.h
+++ b/paddle/fluid/framework/channel_impl.h
@@ -87,6 +87,21 @@ class ChannelImpl : public paddle::framework::Channel<T> {
     return value;
   }
 
+  std::shared_ptr<QueueMessage> get_first_message(
+      std::deque<std::shared_ptr<QueueMessage>> &queue, ChannelAction action) {
+    while (!queue.empty()) {
+      // Check whether this message was added by Select
+      // If this was added by Select then execute the callback
+      // to check if you can execute this message. The callback
+      // can return false if some other case was executed in Select.
+      // In that case just discard this QueueMessage and process next.
+      std::shared_ptr<QueueMessage> m = queue.front();
+      queue.pop_front();
+      if (m->callback == nullptr || m->callback(action)) return m;
+    }
+    return nullptr;
+  }
+
   size_t cap_;
   std::recursive_mutex mu_;
   bool closed_;
@@ -131,36 +146,21 @@ void ChannelImpl<T>::Send(T *item) {
   // If there is a receiver, directly pass the value we want
   // to send to the receiver, bypassing the channel buffer if any
   if (!recvq.empty()) {
-    std::shared_ptr<QueueMessage> m = recvq.front();
-    recvq.pop_front();
-    // Do the data transfer
-    // We will do this data transfer if either of the following
-    // cases are true
-    // 1. callback == nullptr // This means it was a regular channel send
-    // 2. callback returns true
-    bool do_send = true;
-    if (m->callback != nullptr) do_send = m->callback(ChannelAction::SEND);
-    if (do_send)
+    std::shared_ptr<QueueMessage> m =
+        get_first_message(recvq, ChannelAction::SEND);
+
+    if (m != nullptr) {
       *(m->data) = std::move(*item);
-    else {
-      // We cannot do the data transfer because
-      // this QueueMessage was added by Select
-      // and some other case was executed.
-      // So call the Send function again.
-      // We do not care about notifying other
-      // because they would have been notified
-      // by the executed select case.
+      m->Notify();
+      lock.unlock();
+      send_return();
+      return;
+    } else {
       lock.unlock();
       Send(item);
       send_return();
       return;
     }
-
-    // Wake up the blocked process and unlock
-    m->Notify();
-    lock.unlock();
-    send_return();
-    return;
   }
 
   // Unbuffered channel will always bypass this
@@ -201,32 +201,34 @@ bool ChannelImpl<T>::Receive(T *item) {
   }
 
   // If there is a sender, directly receive the value we want
-  // from the sender, bypassing the channel buffer if any
+  // from the sender. In case of a buffered channel, read from
+  // buffer and move front of send queue to the buffer
   if (!sendq.empty()) {
-    std::shared_ptr<QueueMessage> m = sendq.front();
-    sendq.pop_front();
-    // Do the data transfer
-    // We will do this data transfer if either of the following
-    // cases are true
-    // 1. callback == nullptr // This means it was a regular channel send
-    // 2. callback returns true
-    bool do_receive = true;
-    if (m->callback != nullptr)
-      do_receive = m->callback(ChannelAction::RECEIVE);
-    if (do_receive)
-      *item = std::move(*(m->data));
-    else
-      // We cannot do the data transfer because
-      // this QueueMessage was added by Select
-      // and some other case was executed.
-      // So call the Receive function again.
-      // We do not care about notifying other
-      // because they would have been notified
-      // by the executed select case.
-      return recv_return(Receive(item));
-
-    // Wake up the blocked process and unlock
-    m->Notify();
+    std::shared_ptr<QueueMessage> m =
+        get_first_message(sendq, ChannelAction::RECEIVE);
+    if (buf_.size() > 0) {
+      // Case 1 : Channel is Buffered
+      // Do Data transfer from front of buffer
+      // and add a QueueMessage to the buffer
+      *item = std::move(buf_.front());
+      buf_.pop_front();
+      // If first message from sendq is not null
+      // add it to the buffer and notify it
+      if (m != nullptr) {
+        // Copy to buffer
+        buf_.push_back(std::move(*(m->data)));
+        m->Notify();
+      }  // Ignore if there is no first message
+    } else {
+      // Case 2: Channel is Unbuffered
+      // Do data transfer from front of SendQ
+      // If front is nullptr, then recursively call itself
+      if (m != nullptr) {
+        *item = std::move(*(m->data));
+        m->Notify();
+      } else
+        return recv_return(Receive(item));
+    }
     lock.unlock();
     return recv_return(true);
   }
diff --git a/paddle/fluid/framework/channel_test.cc b/paddle/fluid/framework/channel_test.cc
index e2380bb54bd25c4f30f79cad30f95f7cb056eef0..1184bfdae1940286fb72d9091ae4f23ff7f84a54 100644
--- a/paddle/fluid/framework/channel_test.cc
+++ b/paddle/fluid/framework/channel_test.cc
@@ -36,23 +36,25 @@ TEST(Channel, ChannelCapacityTest) {
   delete ch;
 }
 
-void RecevingOrderEqualToSendingOrder(Channel<int> *ch) {
+void RecevingOrderEqualToSendingOrder(Channel<int> *ch, int num_items) {
   unsigned sum_send = 0;
   std::thread t([&]() {
-    for (int i = 0; i < 5; i++) {
+    for (int i = 0; i < num_items; i++) {
       ch->Send(&i);
       sum_send += i;
     }
   });
-  for (int i = 0; i < 5; i++) {
-    int recv = 999;
+  std::this_thread::sleep_for(std::chrono::milliseconds(200));
+  for (int i = 0; i < num_items; i++) {
+    int recv = -1;
     EXPECT_EQ(ch->Receive(&recv), true);
     EXPECT_EQ(recv, i);
   }
   std::this_thread::sleep_for(std::chrono::milliseconds(200));
   CloseChannel(ch);
   t.join();
-  EXPECT_EQ(sum_send, 10U);
+  unsigned expected_sum = (num_items * (num_items - 1)) / 2;
+  EXPECT_EQ(sum_send, expected_sum);
   delete ch;
 }
 
@@ -185,12 +187,28 @@ TEST(Channel, ConcurrentSendNonConcurrentReceiveWithSufficientBufferSize) {
 
 TEST(Channel, RecevingOrderEqualToSendingOrderWithUnBufferedChannel) {
   auto ch = MakeChannel<int>(0);
-  RecevingOrderEqualToSendingOrder(ch);
+  RecevingOrderEqualToSendingOrder(ch, 20);
+}
+
+TEST(Channel, RecevingOrderEqualToSendingOrderWithBufferedChannel1) {
+  // Test that Receive Order is same as Send Order when number of items
+  // sent is less than size of buffer
+  auto ch = MakeChannel<int>(10);
+  RecevingOrderEqualToSendingOrder(ch, 5);
+}
+
+TEST(Channel, RecevingOrderEqualToSendingOrderWithBufferedChannel2) {
+  // Test that Receive Order is same as Send Order when number of items
+  // sent is equal to size of buffer
+  auto ch = MakeChannel<int>(10);
+  RecevingOrderEqualToSendingOrder(ch, 10);
 }
 
-TEST(Channel, RecevingOrderEqualToSendingOrderWithBufferedChannel) {
+TEST(Channel, RecevingOrderEqualToSendingOrderWithBufferedChannel3) {
+  // Test that Receive Order is same as Send Order when number of items
+  // sent is greater than the size of buffer
   auto ch = MakeChannel<int>(10);
-  RecevingOrderEqualToSendingOrder(ch);
+  RecevingOrderEqualToSendingOrder(ch, 20);
 }
 
 void ChannelCloseUnblocksReceiversTest(Channel<int> *ch) {