From cb7891a45868c450cbdd4c85d7325c1702107f9a Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 14 Mar 2018 17:27:24 +0800
Subject: [PATCH 01/41] Add large model design doc

---
 doc/fluid/design/dist_train/large_model.md    |  40 ++++++++++++++++++
 .../src/prefetch_parameters.graffle           | Bin 0 -> 10073 bytes
 .../dist_train/src/prefetch_parameters.png    | Bin 0 -> 180176 bytes
 .../dist_train/src/split_parameter.graffle    | Bin 0 -> 7812 bytes
 .../design/dist_train/src/split_parameter.png | Bin 0 -> 69134 bytes
 5 files changed, 40 insertions(+)
 create mode 100644 doc/fluid/design/dist_train/large_model.md
 create mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.graffle
 create mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.png
 create mode 100644 doc/fluid/design/dist_train/src/split_parameter.graffle
 create mode 100644 doc/fluid/design/dist_train/src/split_parameter.png

diff --git a/doc/fluid/design/dist_train/large_model.md b/doc/fluid/design/dist_train/large_model.md
new file mode 100644
index 0000000000..f82fa6f81e
--- /dev/null
+++ b/doc/fluid/design/dist_train/large_model.md
@@ -0,0 +1,40 @@
+# Design Doc: Large Model
+
+## Abstract
+
+We propose an approach to support the large parameter.
+For embedding layer, the parameter may very large and could
+not be stored in one trainer's memory. In this approach, a Trainer would
+prefetch a sliced parameter from different Parameter Server instances
+according to the input `Ids`, and then run forward, backward and send
+the gradient to Parameter Server to execute the optimize program.
+
+## Design
+
+Fluid large model distributed training use 
+[Distributed Transpiler](./parameter_server.md#distributed-transpiler) to split
+a large parameter into multiple parameters which stored on Parameter Server, and
+the Trainer would prefetch them by `RPC` interface.
+
+### Split Large Parameter
+
+<img src="src/split_parameter.png" width="400" />
+
+**Distributed Transpiler** would split the large parameter
+(weight) into some sliced parameters (weight_0, weight_1, weight_2) as the 
+figure above.
+
+### Prefetch Parameters from Parameter Servers
+
+<img src="src/prefetch_parameters.png" width="400" />
+
+- `PrefetchRpc` operator would send the rows index the multiple Parameter Servers,
+  and then receive the SelctedRows.
+- The different with normal Fluid distributed training, we only prefetch the rows
+
+## TODO
+
+- Async Update
+
+  To avoid slow-node, Async update is important for distributed training,
+  we need an design doc and implement it in future.
diff --git a/doc/fluid/design/dist_train/src/prefetch_parameters.graffle b/doc/fluid/design/dist_train/src/prefetch_parameters.graffle
new file mode 100644
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From af8c7288080b18a1f10d65cba9ed70557ee519b3 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 14 Mar 2018 17:30:05 +0800
Subject: [PATCH 02/41] update png

---
 .../src/prefetch_parameters.graffle           | Bin 10073 -> 10058 bytes
 .../dist_train/src/prefetch_parameters.png    | Bin 180176 -> 167376 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/doc/fluid/design/dist_train/src/prefetch_parameters.graffle b/doc/fluid/design/dist_train/src/prefetch_parameters.graffle
index 067178972219e99add6db5a82db0f104d3517862..c1a59b901745d81add42328b9995408d32d8127b 100644
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From b382747396e11bae1b38f7624550e98e7d58d39a Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 14 Mar 2018 17:42:46 +0800
Subject: [PATCH 03/41] add note message

---
 doc/fluid/design/dist_train/large_model.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/doc/fluid/design/dist_train/large_model.md b/doc/fluid/design/dist_train/large_model.md
index f82fa6f81e..9689582130 100644
--- a/doc/fluid/design/dist_train/large_model.md
+++ b/doc/fluid/design/dist_train/large_model.md
@@ -11,6 +11,10 @@ the gradient to Parameter Server to execute the optimize program.
 
 ## Design
 
+**NOTE**: this approach is a feature of Fluid distributed trianing, maybe you want
+to know [Distributed Architecture](./distributed_architecture.md) and
+[Parameter Server](./parameter_server.md) before reading the following content.
+
 Fluid large model distributed training use 
 [Distributed Transpiler](./parameter_server.md#distributed-transpiler) to split
 a large parameter into multiple parameters which stored on Parameter Server, and

From f839e91b04105565789fc5fb28b5934c2c79de89 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 14 Mar 2018 23:54:38 +0800
Subject: [PATCH 04/41] update by comment

---
 doc/fluid/design/dist_train/large_model.md    |  52 ++++++++++--------
 .../src/prefetch_parameters.graffle           | Bin 10058 -> 7340 bytes
 .../dist_train/src/split_parameter.graffle    | Bin 7812 -> 7054 bytes
 .../design/dist_train/src/split_parameter.png | Bin 69134 -> 78741 bytes
 4 files changed, 28 insertions(+), 24 deletions(-)

diff --git a/doc/fluid/design/dist_train/large_model.md b/doc/fluid/design/dist_train/large_model.md
index 9689582130..92daa2b52e 100644
--- a/doc/fluid/design/dist_train/large_model.md
+++ b/doc/fluid/design/dist_train/large_model.md
@@ -1,44 +1,48 @@
-# Design Doc: Large Model
+# Design Doc: Prefecting Parameter From Parameter Server
 
 ## Abstract
 
-We propose an approach to support the large parameter.
-For embedding layer, the parameter may very large and could
-not be stored in one trainer's memory. In this approach, a Trainer would
-prefetch a sliced parameter from different Parameter Server instances
-according to the input `Ids`, and then run forward, backward and send
-the gradient to Parameter Server to execute the optimize program.
+We propose an approach to prefetch parameter from Parameter
+Server while distributed training so that Fluid would training
+a model including the large parameter which could not be stored in one
+trainer's memory.
+
+## Background
+
+For an embedding layer, the trainable parameter may be very large and could
+not be stored in one trainer's memory. In Fluid distributed training,
+[Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into a number of small
+parameters and stored in Parameter Server, so we could prefetch the parameter
+from the specified Parameter Server according to the input `Ids`.
 
 ## Design
 
-**NOTE**: this approach is a feature of Fluid distributed trianing, maybe you want
+This is a feature of Fluid distributed training, maybe you want
 to know [Distributed Architecture](./distributed_architecture.md) and
 [Parameter Server](./parameter_server.md) before reading the following content.
 
-Fluid large model distributed training use 
-[Distributed Transpiler](./parameter_server.md#distributed-transpiler) to split
-a large parameter into multiple parameters which stored on Parameter Server, and
-the Trainer would prefetch them by `RPC` interface.
-
-### Split Large Parameter
+### Partationed Parameter
 
 <img src="src/split_parameter.png" width="400" />
 
-**Distributed Transpiler** would split the large parameter
-(weight) into some sliced parameters (weight_0, weight_1, weight_2) as the 
+- **Distributed Transpiler** would split the large parameter
+(weight) into some partitioned parameters (weight_0, weight_1, weight_2) as the
 figure above.
+- We could use `round-robin` to distribute the partitioned parameter.
 
-### Prefetch Parameters from Parameter Servers
+### Prefetching Parameter
 
 <img src="src/prefetch_parameters.png" width="400" />
 
-- `PrefetchRpc` operator would send the rows index the multiple Parameter Servers,
-  and then receive the SelctedRows.
-- The different with normal Fluid distributed training, we only prefetch the rows
+- `prefetch_rpc` operator would prefetch the parameter from different Parameter
+    Server according with the input `Ids`, we use [SelectedRows](../../../design/selected_rows.md)
+    as the received variable type.
+- `merge_selected_rows` operator would merge the received parameters into one
+    `SelectedRows` variable.
 
 ## TODO
 
-- Async Update
-
-  To avoid slow-node, Async update is important for distributed training,
-  we need an design doc and implement it in future.
+- `prefetch_rpc` operator to send rows index and receive SelectedRows variables.
+- `lookup_table` need to support `SelectedRows` variable type as input `Weight`.
+- Async Update, To avoid slow-node, Async update is important for distributed training,
+  we need a design doc and implement it in future.
diff --git a/doc/fluid/design/dist_train/src/prefetch_parameters.graffle b/doc/fluid/design/dist_train/src/prefetch_parameters.graffle
index c1a59b901745d81add42328b9995408d32d8127b..abbb7089829709cb5fdc337b7f9521a34f7d131a 100644
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From 302136e09a7ba0eac805dba4aa4ab0afa4c0f1f7 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 14 Mar 2018 23:57:31 +0800
Subject: [PATCH 05/41] update by comment

---
 .../design/dist_train/{large_model.md => prefetch_parameter.md} | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)
 rename doc/fluid/design/dist_train/{large_model.md => prefetch_parameter.md} (97%)

diff --git a/doc/fluid/design/dist_train/large_model.md b/doc/fluid/design/dist_train/prefetch_parameter.md
similarity index 97%
rename from doc/fluid/design/dist_train/large_model.md
rename to doc/fluid/design/dist_train/prefetch_parameter.md
index 92daa2b52e..ac56502c28 100644
--- a/doc/fluid/design/dist_train/large_model.md
+++ b/doc/fluid/design/dist_train/prefetch_parameter.md
@@ -1,4 +1,4 @@
-# Design Doc: Prefecting Parameter From Parameter Server
+# Design Doc: Prefetching Parameter From Parameter Server
 
 ## Abstract
 

From 5948fd27170d91e2728e9366e9852f32dc17fd2f Mon Sep 17 00:00:00 2001
From: Abhinav Arora <aroraabhinav@baidu.com>
Date: Wed, 14 Mar 2018 11:21:56 -0700
Subject: [PATCH 06/41] Refine the prefetch parameter document

---
 .../design/dist_train/prefetch_parameter.md   | 27 +++++++------------
 1 file changed, 10 insertions(+), 17 deletions(-)

diff --git a/doc/fluid/design/dist_train/prefetch_parameter.md b/doc/fluid/design/dist_train/prefetch_parameter.md
index ac56502c28..e8ea7fe67b 100644
--- a/doc/fluid/design/dist_train/prefetch_parameter.md
+++ b/doc/fluid/design/dist_train/prefetch_parameter.md
@@ -2,40 +2,33 @@
 
 ## Abstract
 
-We propose an approach to prefetch parameter from Parameter
-Server while distributed training so that Fluid would training
-a model including the large parameter which could not be stored in one
-trainer's memory.
+We propose an approach to pre-fetch the parameters from a Parameter Server while distributed training so that Fluid is able to train a model with a large number of parameters that cannot be stored in one trainer's memory.
 
 ## Background
 
-For an embedding layer, the trainable parameter may be very large and could
-not be stored in one trainer's memory. In Fluid distributed training,
-[Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into a number of small
-parameters and stored in Parameter Server, so we could prefetch the parameter
-from the specified Parameter Server according to the input `Ids`.
+For an embedding layer, the number of trainable parameters may be very large and it is likely that they may not be able to be stored in one trainer's memory. In Fluid distributed training,
+the [Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into a number of small parameters that are stored on the Parameter Server. Hence, we can pre-fetch the parameters from the specified Parameter Server using the input `Ids`.
 
 ## Design
 
-This is a feature of Fluid distributed training, maybe you want
-to know [Distributed Architecture](./distributed_architecture.md) and
-[Parameter Server](./parameter_server.md) before reading the following content.
+Prior to reading this design, it would be useful for the reader to make themselves familiar with Fluid [Distributed Training Architecture](./distributed_architecture.md) and 
+[Parameter Server](./parameter_server.md).
 
 ### Partationed Parameter
 
 <img src="src/split_parameter.png" width="400" />
 
-- **Distributed Transpiler** would split the large parameter
-(weight) into some partitioned parameters (weight_0, weight_1, weight_2) as the
+- **Distributed Transpiler** would split the large parameters
+(`weight`) into some partitioned parameters (`weight_0`, `weight_1`, `weight_2`) as shown in the
 figure above.
-- We could use `round-robin` to distribute the partitioned parameter.
+- We can use `round-robin` to distribute the partitioned parameter.
 
-### Prefetching Parameter
+### Pre-fetching Parameters
 
 <img src="src/prefetch_parameters.png" width="400" />
 
 - `prefetch_rpc` operator would prefetch the parameter from different Parameter
-    Server according with the input `Ids`, we use [SelectedRows](../../../design/selected_rows.md)
+    Servers using the input `Ids`. We use [SelectedRows](../../../design/selected_rows.md)
     as the received variable type.
 - `merge_selected_rows` operator would merge the received parameters into one
     `SelectedRows` variable.

From 1b4db80b10056be045702fd4a6078bbcc5a36db2 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Thu, 15 Mar 2018 18:48:23 +0800
Subject: [PATCH 07/41] update by lookup remote table

---
 .../design/dist_train/prefetch_parameter.md   |  37 +++++++++++-------
 .../dist_train/src/lookup_local_table.graffle | Bin 0 -> 11311 bytes
 .../dist_train/src/lookup_local_table.png     | Bin 0 -> 303842 bytes
 .../src/lookup_remote_table.graffle           | Bin 0 -> 10636 bytes
 .../dist_train/src/lookup_remote_table.png    | Bin 0 -> 290825 bytes
 .../src/prefetch_parameters.graffle           | Bin 7340 -> 0 bytes
 .../dist_train/src/prefetch_parameters.png    | Bin 167376 -> 0 bytes
 7 files changed, 23 insertions(+), 14 deletions(-)
 create mode 100644 doc/fluid/design/dist_train/src/lookup_local_table.graffle
 create mode 100644 doc/fluid/design/dist_train/src/lookup_local_table.png
 create mode 100644 doc/fluid/design/dist_train/src/lookup_remote_table.graffle
 create mode 100644 doc/fluid/design/dist_train/src/lookup_remote_table.png
 delete mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.graffle
 delete mode 100644 doc/fluid/design/dist_train/src/prefetch_parameters.png

diff --git a/doc/fluid/design/dist_train/prefetch_parameter.md b/doc/fluid/design/dist_train/prefetch_parameter.md
index e8ea7fe67b..952d2bada9 100644
--- a/doc/fluid/design/dist_train/prefetch_parameter.md
+++ b/doc/fluid/design/dist_train/prefetch_parameter.md
@@ -1,36 +1,45 @@
-# Design Doc: Prefetching Parameter From Parameter Server
+# Design Doc: Lookup Remote Table while Distributed training
 
 ## Abstract
 
-We propose an approach to pre-fetch the parameters from a Parameter Server while distributed training so that Fluid is able to train a model with a large number of parameters that cannot be stored in one trainer's memory.
+We propose an approach to pre-fetch the parameters from a Parameter Server while distributed training so that Fluid can train a model with the very large parameter that cannot be stored in one trainer's memory.
 
 ## Background
 
-For an embedding layer, the number of trainable parameters may be very large and it is likely that they may not be able to be stored in one trainer's memory. In Fluid distributed training,
-the [Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into a number of small parameters that are stored on the Parameter Server. Hence, we can pre-fetch the parameters from the specified Parameter Server using the input `Ids`.
+For an embedding layer, the trainable parameter may be very large, and it is likely that it may not be able to be stored in one trainer's memory. In Fluid distributed training,
+the [Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into some small parameters that stored on the Parameter Server. Hence, we can pre-fetch the parameter from the specified Parameter Server using the input `Ids`.
 
 ## Design
 
 Prior to reading this design, it would be useful for the reader to make themselves familiar with Fluid [Distributed Training Architecture](./distributed_architecture.md) and 
 [Parameter Server](./parameter_server.md).
 
-### Partationed Parameter
+The execution of `lookup local table` is as follows:
 
-<img src="src/split_parameter.png" width="400" />
+<img src="src/lookup_local_table.png" width="400" />
 
-- **Distributed Transpiler** would split the large parameters
-(`weight`) into some partitioned parameters (`weight_0`, `weight_1`, `weight_2`) as shown in the
-figure above.
-- We can use `round-robin` to distribute the partitioned parameter.
+For some cases, the parameter(`weight`) may be very large, such as 10 billion features, the entire
+data could not be stored in one trainer's memory, so we need to partition this parameter and
+pre-fetch it at the beginning of each mini-batch, and we call it `lookup remote table`:
 
-### Pre-fetching Parameters
+<img src="src/lookup_remote_table.png" width="400">
 
-<img src="src/prefetch_parameters.png" width="400" />
+The processing flow of `lookup remote table` is as follows:
 
-- `prefetch_rpc` operator would prefetch the parameter from different Parameter
+1. partitioned parameter
+
+    <img src="src/split_parameter.png" width="400" />
+
+    - **Distributed Transpiler** would split the large parameters
+      (`weight`) into some partitioned parameters (`weight_0`, `weight_1`, `weight_2`) as shown in the figure above.
+    - We can use `round-robin` to distribute the partitioned parameter.
+
+1. pre-fetching parameter at the beginning of each mini-batch
+
+    - `prefetch_rpc` operator would prefetch the parameter from different Parameter
     Servers using the input `Ids`. We use [SelectedRows](../../../design/selected_rows.md)
     as the received variable type.
-- `merge_selected_rows` operator would merge the received parameters into one
+    - `merge_selected_rows` operator would merge the received parameters into one
     `SelectedRows` variable.
 
 ## TODO
diff --git a/doc/fluid/design/dist_train/src/lookup_local_table.graffle b/doc/fluid/design/dist_train/src/lookup_local_table.graffle
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From 282aa96731d2a23f93f8f0f26a5215fbe809a1a5 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Thu, 15 Mar 2018 18:53:39 +0800
Subject: [PATCH 08/41] modify the picture size

---
 doc/fluid/design/dist_train/prefetch_parameter.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/doc/fluid/design/dist_train/prefetch_parameter.md b/doc/fluid/design/dist_train/prefetch_parameter.md
index 952d2bada9..b3e2210fdf 100644
--- a/doc/fluid/design/dist_train/prefetch_parameter.md
+++ b/doc/fluid/design/dist_train/prefetch_parameter.md
@@ -16,13 +16,13 @@ Prior to reading this design, it would be useful for the reader to make themselv
 
 The execution of `lookup local table` is as follows:
 
-<img src="src/lookup_local_table.png" width="400" />
+<img src="src/lookup_local_table.png" width="700" />
 
 For some cases, the parameter(`weight`) may be very large, such as 10 billion features, the entire
 data could not be stored in one trainer's memory, so we need to partition this parameter and
 pre-fetch it at the beginning of each mini-batch, and we call it `lookup remote table`:
 
-<img src="src/lookup_remote_table.png" width="400">
+<img src="src/lookup_remote_table.png" width="700" />
 
 The processing flow of `lookup remote table` is as follows:
 

From cc1e94931e1b4ca18219df2af7e5743882d41f07 Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Fri, 16 Mar 2018 18:56:02 +0800
Subject: [PATCH 09/41] update figure

---
 .../design/dist_train/prefetch_parameter.md   |   2 +-
 .../dist_train/src/split_parameter.graffle    | Bin 7054 -> 7065 bytes
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/fluid/design/dist_train/prefetch_parameter.md b/doc/fluid/design/dist_train/prefetch_parameter.md
index b3e2210fdf..7cea942279 100644
--- a/doc/fluid/design/dist_train/prefetch_parameter.md
+++ b/doc/fluid/design/dist_train/prefetch_parameter.md
@@ -32,7 +32,7 @@ The processing flow of `lookup remote table` is as follows:
 
     - **Distributed Transpiler** would split the large parameters
       (`weight`) into some partitioned parameters (`weight_0`, `weight_1`, `weight_2`) as shown in the figure above.
-    - We can use `round-robin` to distribute the partitioned parameter.
+    - We can use some algorithms to distribute the partitioned parameters, such as `round-robin` or `hash-name`.
 
 1. pre-fetching parameter at the beginning of each mini-batch
 
diff --git a/doc/fluid/design/dist_train/src/split_parameter.graffle b/doc/fluid/design/dist_train/src/split_parameter.graffle
index f020c0291e99f758f532d2611e72003478656750..db1f8dc2c7888d0f71337142bcccd0faeb09efe8 100644
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zzPtV(hGqXz7#BwH40vCo-DKtGM=blf@qH#<VEP-&enViaS|3B8Y9NF`p6g+|i`mTe
zL+|Tx!sf^4{${Omx@8__Zw`L-oRy2APi^5G<o?p5lK*+V&Cp9jf0Lc~;PIyhqqiP#
z+JqB*o9Dhu-;oFX?=t9)+TW!g3E!uedG0%U0MDICeBXhO^{owJ&exNS8$MiT=9et-
sH<p{&ewhegA2z5exTrTJIga|0;+U<z*7E;O@V8I@A7Lb3W#w=H015*r9RL6T


From e3a96300bbf99ec673943bd65994d32084b2d628 Mon Sep 17 00:00:00 2001
From: tensor-tang <tangjian03@baidu.com>
Date: Wed, 27 Jun 2018 15:30:01 +0800
Subject: [PATCH 10/41] move SetNumThreads to platform

---
 paddle/fluid/framework/CMakeLists.txt         |  3 +-
 paddle/fluid/framework/init.cc                |  4 +-
 paddle/fluid/inference/io.cc                  |  4 +-
 .../tests/book/test_inference_nlp.cc          |  4 +-
 paddle/fluid/operators/math/blas.h            | 12 ------
 paddle/fluid/platform/CMakeLists.txt          |  3 ++
 paddle/fluid/platform/cpu_helper.cc           | 42 +++++++++++++++++++
 paddle/fluid/platform/cpu_helper.h            | 26 ++++++++++++
 paddle/fluid/platform/cpu_helper_test.cc      | 22 ++++++++++
 9 files changed, 101 insertions(+), 19 deletions(-)
 create mode 100644 paddle/fluid/platform/cpu_helper.cc
 create mode 100644 paddle/fluid/platform/cpu_helper.h
 create mode 100644 paddle/fluid/platform/cpu_helper_test.cc

diff --git a/paddle/fluid/framework/CMakeLists.txt b/paddle/fluid/framework/CMakeLists.txt
index 6286dda4a5..63f5c2a7f3 100644
--- a/paddle/fluid/framework/CMakeLists.txt
+++ b/paddle/fluid/framework/CMakeLists.txt
@@ -101,7 +101,8 @@ cc_test(var_type_inference_test SRCS var_type_inference_test.cc DEPS op_registry
 cc_library(selected_rows SRCS selected_rows.cc DEPS tensor)
 cc_test(selected_rows_test SRCS selected_rows_test.cc DEPS selected_rows)
 
-cc_library(init SRCS init.cc DEPS gflags device_context place stringpiece operator)
+cc_library(init SRCS init.cc DEPS gflags device_context place stringpiece
+  operator cpu_helper)
 cc_test(init_test SRCS init_test.cc DEPS init)
 
 cc_test(op_kernel_type_test SRCS op_kernel_type_test.cc DEPS place device_context framework_proto)
diff --git a/paddle/fluid/framework/init.cc b/paddle/fluid/framework/init.cc
index a1094976f6..bb34757c1e 100644
--- a/paddle/fluid/framework/init.cc
+++ b/paddle/fluid/framework/init.cc
@@ -18,7 +18,7 @@ limitations under the License. */
 
 #include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/operator.h"
-#include "paddle/fluid/operators/math/blas.h"
+#include "paddle/fluid/platform/cpu_helper.h"
 #include "paddle/fluid/platform/device_context.h"
 #include "paddle/fluid/platform/place.h"
 #include "paddle/fluid/string/piece.h"
@@ -115,7 +115,7 @@ void InitDevices(bool init_p2p, const std::vector<int> devices) {
   places.emplace_back(platform::CPUPlace());
   platform::DeviceContextPool::Init(places);
 #ifndef PADDLE_WITH_MKLDNN
-  operators::math::SetNumThreads(1);
+  platform::SetNumThreads(1);
 #endif
 }
 
diff --git a/paddle/fluid/inference/io.cc b/paddle/fluid/inference/io.cc
index 6b03ac7119..181868977d 100644
--- a/paddle/fluid/inference/io.cc
+++ b/paddle/fluid/inference/io.cc
@@ -20,7 +20,7 @@ limitations under the License. */
 #include "paddle/fluid/framework/block_desc.h"
 #include "paddle/fluid/framework/feed_fetch_type.h"
 #include "paddle/fluid/framework/op_registry.h"
-#include "paddle/fluid/operators/math/blas.h"
+#include "paddle/fluid/platform/cpu_helper.h"
 #include "paddle/fluid/pybind/pybind.h"
 
 DEFINE_string(devices, "", "The devices to be used which is joined by comma.");
@@ -33,7 +33,7 @@ namespace inference {
 
 void Init(const std::vector<std::string> argv) {
   framework::InitGflags(argv);
-  operators::math::SetNumThreads(FLAGS_math_num_threads);
+  platform::SetNumThreads(FLAGS_math_num_threads);
   // init devices
   std::vector<int> devices;
   std::string token;
diff --git a/paddle/fluid/inference/tests/book/test_inference_nlp.cc b/paddle/fluid/inference/tests/book/test_inference_nlp.cc
index 03b0b69463..5cc1db12bb 100644
--- a/paddle/fluid/inference/tests/book/test_inference_nlp.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_nlp.cc
@@ -19,7 +19,7 @@ limitations under the License. */
 #include "gflags/gflags.h"
 #include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
-#include "paddle/fluid/operators/math/blas.h"
+#include "paddle/fluid/platform/cpu_helper.h"
 #ifdef PADDLE_WITH_MKLML
 #include <omp.h>
 #endif
@@ -164,7 +164,7 @@ TEST(inference, nlp) {
   // only use 1 thread number per std::thread
   omp_set_dynamic(0);
   omp_set_num_threads(1);
-  paddle::operators::math::SetNumThreads(1);
+  paddle::platform::SetNumThreads(1);
 #endif
 
   double start_ms = 0, stop_ms = 0;
diff --git a/paddle/fluid/operators/math/blas.h b/paddle/fluid/operators/math/blas.h
index a907d6a71b..3c95968ebe 100644
--- a/paddle/fluid/operators/math/blas.h
+++ b/paddle/fluid/operators/math/blas.h
@@ -46,18 +46,6 @@ namespace paddle {
 namespace operators {
 namespace math {
 
-static void SetNumThreads(int num_threads) {
-#ifdef PADDLE_USE_OPENBLAS
-  int real_num_threads = num_threads > 1 ? num_threads : 1;
-  openblas_set_num_threads(real_num_threads);
-#elif defined(PADDLE_WITH_MKLML)
-  int real_num_threads = num_threads > 1 ? num_threads : 1;
-  platform::dynload::MKL_Set_Num_Threads(real_num_threads);
-#else
-  PADDLE_ENFORCE(false, "To be implemented.");
-#endif
-}
-
 /**
  * Matrix Descriptor of a memory buffer.
  *
diff --git a/paddle/fluid/platform/CMakeLists.txt b/paddle/fluid/platform/CMakeLists.txt
index b29035bafd..1a95994cf4 100644
--- a/paddle/fluid/platform/CMakeLists.txt
+++ b/paddle/fluid/platform/CMakeLists.txt
@@ -28,6 +28,9 @@ cc_test(place_test SRCS place_test.cc DEPS place glog gflags)
 
 add_subdirectory(dynload)
 
+cc_library(cpu_helper SRCS cpu_helper.cc DEPS cblas enforce)
+cc_test(cpu_helper_test SRCS cpu_helper_test.cc DEPS cpu_helper)
+
 IF(WITH_GPU)
     set(GPU_CTX_DEPS dynload_cuda dynamic_loader)
 ELSE()
diff --git a/paddle/fluid/platform/cpu_helper.cc b/paddle/fluid/platform/cpu_helper.cc
new file mode 100644
index 0000000000..77ecb17011
--- /dev/null
+++ b/paddle/fluid/platform/cpu_helper.cc
@@ -0,0 +1,42 @@
+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+#include "paddle/fluid/platform/cpu_helper.h"
+#include "paddle/fluid/platform/enforce.h"
+
+#ifdef PADDLE_WITH_MKLML
+#include "paddle/fluid/platform/dynload/mklml.h"
+#endif
+
+#ifdef PADDLE_USE_OPENBLAS
+#include <cblas.h>
+#endif
+
+namespace paddle {
+namespace platform {
+
+void SetNumThreads(int num_threads) {
+#ifdef PADDLE_USE_OPENBLAS
+  int real_num_threads = num_threads > 1 ? num_threads : 1;
+  openblas_set_num_threads(real_num_threads);
+#elif defined(PADDLE_WITH_MKLML)
+  int real_num_threads = num_threads > 1 ? num_threads : 1;
+  platform::dynload::MKL_Set_Num_Threads(real_num_threads);
+#else
+  PADDLE_ENFORCE(false, "To be implemented.");
+#endif
+}
+
+}  // namespace platform
+}  // namespace paddle
diff --git a/paddle/fluid/platform/cpu_helper.h b/paddle/fluid/platform/cpu_helper.h
new file mode 100644
index 0000000000..78fc392b63
--- /dev/null
+++ b/paddle/fluid/platform/cpu_helper.h
@@ -0,0 +1,26 @@
+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+#pragma once
+
+#include <stddef.h>
+
+namespace paddle {
+namespace platform {
+
+//! Set the number of threads in use.
+void SetNumThreads(int num_threads);
+
+}  // namespace platform
+}  // namespace paddle
diff --git a/paddle/fluid/platform/cpu_helper_test.cc b/paddle/fluid/platform/cpu_helper_test.cc
new file mode 100644
index 0000000000..dc1b2b56cd
--- /dev/null
+++ b/paddle/fluid/platform/cpu_helper_test.cc
@@ -0,0 +1,22 @@
+/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+#include "paddle/fluid/platform/cpu_helper.h"
+
+#include "gtest/gtest.h"
+
+TEST(CpuHelper, SetNumThread) {
+  paddle::platform::SetNumThreads(1);
+  paddle::platform::SetNumThreads(4);
+}

From 5ebf56bf0e99665f578d785734b335da97b57b4a Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Fri, 29 Jun 2018 16:05:40 +0800
Subject: [PATCH 11/41] Only the inputs vars of ops in Pserver program will be
 cloned, other input vars will NOT take into account

---
 .../paddle/fluid/transpiler/distribute_transpiler.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/python/paddle/fluid/transpiler/distribute_transpiler.py b/python/paddle/fluid/transpiler/distribute_transpiler.py
index 343901cda3..f086600702 100644
--- a/python/paddle/fluid/transpiler/distribute_transpiler.py
+++ b/python/paddle/fluid/transpiler/distribute_transpiler.py
@@ -309,10 +309,10 @@ class DistributeTranspiler(object):
     def get_pserver_program(self, endpoint):
         """
         Get parameter server side program.
-        
+
         Args:
             endpoint (str): current parameter server endpoint.
-        
+
         Returns:
             Program: the program for current parameter server to run.
         """
@@ -514,7 +514,7 @@ class DistributeTranspiler(object):
             endpoint (str): current pserver endpoint.
             pserver_program (Program): call get_pserver_program first and
                 pass the result here.
-        
+
         Returns:
             Program: parameter server side startup program.
         """
@@ -550,10 +550,10 @@ class DistributeTranspiler(object):
                     op_on_pserver = True
                     new_outputs[key] = pserver_vars[op.output(key)[0]]
 
-            # most startup program ops have no inputs
-            new_inputs = self._get_input_map_from_op(pserver_vars, op)
-
             if op_on_pserver:
+                # most startup program ops have no inputs
+                new_inputs = self._get_input_map_from_op(pserver_vars, op)
+
                 if op.type in [
                         "gaussian_random", "fill_constant", "uniform_random"
                 ]:

From d66a54dc1c3a8d32f95a237c2d9e63f98c771f15 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Mon, 2 Jul 2018 17:07:48 +0800
Subject: [PATCH 12/41] Make compilation passed

---
 paddle/fluid/string/printf.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index e0f6202506..062095a1c3 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -84,7 +84,7 @@ void Fprintf(std::ostream& out, const char* fmt, const Args&... args) {
 }
 
 template <typename... Args>
-std::string Sprintf(const char* fmt = "", const Args&... args) {
+std::string Sprintf(const char* fmt, const Args&... args) {
   std::ostringstream oss;
   Fprintf(oss, fmt, args...);
   return oss.str();

From 6739797d22f2fb8181b6da1cf17cc7659f61964a Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Mon, 2 Jul 2018 20:44:44 +0800
Subject: [PATCH 13/41] Add empty template for Sprintf

---
 paddle/fluid/string/printf.h | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index e0f6202506..65dec970de 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -84,7 +84,16 @@ void Fprintf(std::ostream& out, const char* fmt, const Args&... args) {
 }
 
 template <typename... Args>
-std::string Sprintf(const char* fmt = "", const Args&... args) {
+std::string Sprintf(const Args&... args) {
+  if (0u == sizeof...(args)) {
+    Sprintf("", args);
+  }
+
+  return Sprintf(args, args);
+}
+
+template <typename... Args>
+std::string Sprintf(const char* fmt, const Args&... args) {
   std::ostringstream oss;
   Fprintf(oss, fmt, args...);
   return oss.str();

From e053e745fdc7545b5e024a002b97e9bac50145a5 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Mon, 2 Jul 2018 20:49:55 +0800
Subject: [PATCH 14/41] Fix bug

---
 paddle/fluid/string/printf.h | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index 65dec970de..3b40c6029d 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -85,11 +85,9 @@ void Fprintf(std::ostream& out, const char* fmt, const Args&... args) {
 
 template <typename... Args>
 std::string Sprintf(const Args&... args) {
-  if (0u == sizeof...(args)) {
-    Sprintf("", args);
-  }
-
-  return Sprintf(args, args);
+  std::ostringstream oss;
+  Fprintf(oss, "", args...);
+  return oss.str();
 }
 
 template <typename... Args>

From 7b96bbfa40828a60aa6a9f8ba3c2a418610cd9a3 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Mon, 2 Jul 2018 21:33:21 +0800
Subject: [PATCH 15/41] Add template specialization

---
 paddle/fluid/string/printf.h | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index 3b40c6029d..94e319b330 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -90,8 +90,8 @@ std::string Sprintf(const Args&... args) {
   return oss.str();
 }
 
-template <typename... Args>
-std::string Sprintf(const char* fmt, const Args&... args) {
+template <const char* fmt, typename... Args>
+std::string Sprintf(const Args&... args) {
   std::ostringstream oss;
   Fprintf(oss, fmt, args...);
   return oss.str();

From 942bf06565378484da61a8afc92ea9a5368c7200 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Mon, 2 Jul 2018 22:10:48 +0800
Subject: [PATCH 16/41] Add specialization arguments

---
 paddle/fluid/string/printf.h | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index 94e319b330..3b40c6029d 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -90,8 +90,8 @@ std::string Sprintf(const Args&... args) {
   return oss.str();
 }
 
-template <const char* fmt, typename... Args>
-std::string Sprintf(const Args&... args) {
+template <typename... Args>
+std::string Sprintf(const char* fmt, const Args&... args) {
   std::ostringstream oss;
   Fprintf(oss, fmt, args...);
   return oss.str();

From 3fab4f65a46f6393de1238b808445dbbb0c3fc33 Mon Sep 17 00:00:00 2001
From: fengjiayi <fengjiayi@baidu.com>
Date: Tue, 3 Jul 2018 00:01:45 +0800
Subject: [PATCH 17/41] Add EOFException to represent EOF in C++ reader

---
 .../details/data_balance_op_handle.cc         |  2 +-
 .../details/threaded_ssa_graph_executor.cc    | 21 ++++++++++++++++---
 .../details/threaded_ssa_graph_executor.h     |  2 +-
 paddle/fluid/operators/read_op.cc             |  2 +-
 paddle/fluid/platform/enforce.h               | 16 +++++++++++++-
 paddle/fluid/pybind/exception.cc              |  3 +++
 .../tests/unittests/test_data_balance.py      |  6 ++----
 .../tests/unittests/test_multi_file_reader.py |  3 +--
 .../tests/unittests/test_multi_pass_reader.py |  3 +--
 .../tests/unittests/test_recordio_reader.py   |  3 +--
 10 files changed, 44 insertions(+), 17 deletions(-)

diff --git a/paddle/fluid/framework/details/data_balance_op_handle.cc b/paddle/fluid/framework/details/data_balance_op_handle.cc
index b914851fe0..d07235df58 100644
--- a/paddle/fluid/framework/details/data_balance_op_handle.cc
+++ b/paddle/fluid/framework/details/data_balance_op_handle.cc
@@ -62,7 +62,7 @@ std::vector<std::array<int, 3>> DataBalanceOpHandle::GetBalancePlan(
   }
   if (total_size < device_num) {
     // No enough data.
-    PADDLE_THROW("There is no next data.");
+    PADDLE_THROW_EOF();
   }
   std::sort(size_device_vec.begin(), size_device_vec.end(),
             [](const std::array<int, 2> &a, const std::array<int, 2> &b) {
diff --git a/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc b/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
index b1706eb12d..99b10254a7 100644
--- a/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
+++ b/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
@@ -98,9 +98,18 @@ FeedFetchList ThreadedSSAGraphExecutor::Run(
     if (timeout) {
       std::lock_guard<std::mutex> l(exception_mu_);
       if (exception_) {
-        auto exp = *exception_;
-        exception_.reset();
-        throw exp;
+        std::exception *exp = exception_.get();
+        if (dynamic_cast<platform::EOFException *>(exp)) {
+          auto e = *static_cast<platform::EOFException *>(exp);
+          exception_.reset();
+          throw e;
+        } else if (dynamic_cast<platform::EnforceNotMet *>(exp)) {
+          auto e = *static_cast<platform::EnforceNotMet *>(exp);
+          exception_.reset();
+          throw e;
+        } else {
+          LOG(FATAL) << "Unknown exception.";
+        }
       } else {
         continue;
       }
@@ -199,6 +208,12 @@ void ThreadedSSAGraphExecutor::RunOp(
       running_ops_--;
       ready_var_q->Extend(op->Outputs());
       VLOG(10) << op << " " << op->Name() << "Signal posted";
+    } catch (platform::EOFException ex) {
+      std::lock_guard<std::mutex> l(exception_mu_);
+      // EOFException will not cover up existing EnforceNotMet.
+      if (exception_.get() == nullptr) {
+        exception_.reset(new platform::EOFException(ex));
+      }
     } catch (platform::EnforceNotMet ex) {
       std::lock_guard<std::mutex> l(exception_mu_);
       exception_.reset(new platform::EnforceNotMet(ex));
diff --git a/paddle/fluid/framework/details/threaded_ssa_graph_executor.h b/paddle/fluid/framework/details/threaded_ssa_graph_executor.h
index 90430be996..c69e0487e2 100644
--- a/paddle/fluid/framework/details/threaded_ssa_graph_executor.h
+++ b/paddle/fluid/framework/details/threaded_ssa_graph_executor.h
@@ -57,7 +57,7 @@ class ThreadedSSAGraphExecutor : public SSAGraphExecutor {
   std::vector<platform::Place> places_;
   platform::DeviceContextPool fetch_ctxs_;
   std::mutex exception_mu_;
-  std::unique_ptr<platform::EnforceNotMet> exception_;
+  std::unique_ptr<std::exception> exception_;
   std::atomic<int> running_ops_;
 
   void InsertPendingOp(std::unordered_map<OpHandleBase *, size_t> *pending_ops,
diff --git a/paddle/fluid/operators/read_op.cc b/paddle/fluid/operators/read_op.cc
index 60e4eb7576..695d7ea83d 100644
--- a/paddle/fluid/operators/read_op.cc
+++ b/paddle/fluid/operators/read_op.cc
@@ -68,7 +68,7 @@ class ReadOp : public framework::OperatorBase {
     reader->ReadNext(&ins);
     if (ins.empty()) {
       if (Attr<bool>("throw_eof_exp")) {
-        PADDLE_THROW("There is no next data.");
+        PADDLE_THROW_EOF();
       } else {
         ins.resize(out_arg_names.size());
         for (auto& tensor : ins) {
diff --git a/paddle/fluid/platform/enforce.h b/paddle/fluid/platform/enforce.h
index 70bc9c4e83..3790dd1352 100644
--- a/paddle/fluid/platform/enforce.h
+++ b/paddle/fluid/platform/enforce.h
@@ -73,7 +73,7 @@ struct EnforceNotMet : public std::exception {
     } catch (const std::exception& exp) {
       std::ostringstream sout;
 
-      sout << string::Sprintf("%s at [%s:%d]", exp.what(), f, l) << std::endl;
+      sout << string::Sprintf("'%s' at [%s:%d]", exp.what(), f, l) << std::endl;
       sout << "PaddlePaddle Call Stacks: " << std::endl;
 
       void* call_stack[TRACE_STACK_LIMIT];
@@ -102,6 +102,15 @@ struct EnforceNotMet : public std::exception {
   const char* what() const noexcept { return err_str_.c_str(); }
 };
 
+struct EOFException : public std::exception {
+  std::string err_str_;
+  EOFException(const char* err_msg, const char* f, int l) {
+    err_str_ = string::Sprintf("'%s' at [%s:%d]", err_msg, f, l);
+  }
+
+  const char* what() const noexcept { return err_str_.c_str(); }
+};
+
 // Because most enforce conditions would evaluate to true, we can use
 // __builtin_expect to instruct the C++ compiler to generate code that
 // always forces branch prediction of true.
@@ -242,6 +251,11 @@ inline void throw_on_error(T e) {
 #define PADDLE_ENFORCE(...) ::paddle::platform::throw_on_error(__VA_ARGS__);
 #endif
 
+#define PADDLE_THROW_EOF()                                                     \
+  do {                                                                         \
+    throw ::paddle::platform::EOFException("There is no next data.", __FILE__, \
+                                           __LINE__);                          \
+  } while (false)
 /*
  * Some enforce helpers here, usage:
  *    int a = 1;
diff --git a/paddle/fluid/pybind/exception.cc b/paddle/fluid/pybind/exception.cc
index 08a2f185e1..831f30e35f 100644
--- a/paddle/fluid/pybind/exception.cc
+++ b/paddle/fluid/pybind/exception.cc
@@ -18,10 +18,13 @@ namespace paddle {
 namespace pybind {
 
 void BindException(pybind11::module* m) {
+  static pybind11::exception<platform::EOFException> eof(*m, "EOFException");
   static pybind11::exception<platform::EnforceNotMet> exc(*m, "EnforceNotMet");
   pybind11::register_exception_translator([](std::exception_ptr p) {
     try {
       if (p) std::rethrow_exception(p);
+    } catch (const platform::EOFException& e) {
+      eof(e.what());
     } catch (const platform::EnforceNotMet& e) {
       exc(e.what());
     }
diff --git a/python/paddle/fluid/tests/unittests/test_data_balance.py b/python/paddle/fluid/tests/unittests/test_data_balance.py
index b558d7c2ea..cffa3329ac 100644
--- a/python/paddle/fluid/tests/unittests/test_data_balance.py
+++ b/python/paddle/fluid/tests/unittests/test_data_balance.py
@@ -118,8 +118,7 @@ class TestDataBalance(unittest.TestCase):
                 try:
                     image_val, label_val = parallel_exe.run(fetch_list,
                                                             return_numpy=True)
-                except fluid.core.EnforceNotMet as ex:
-                    self.assertIn("There is no next data.", ex.message)
+                except fluid.core.EOFException:
                     break
                 ins_num = image_val.shape[0]
                 broadcasted_label = np.ones(
@@ -162,8 +161,7 @@ class TestDataBalance(unittest.TestCase):
                 try:
                     ins_tensor, label_tensor = parallel_exe.run(
                         fetch_list, return_numpy=False)
-                except fluid.core.EnforceNotMet as ex:
-                    self.assertIn("There is no next data.", ex.message)
+                except fluid.core.EOFException:
                     break
 
                 ins_val = np.array(ins_tensor)
diff --git a/python/paddle/fluid/tests/unittests/test_multi_file_reader.py b/python/paddle/fluid/tests/unittests/test_multi_file_reader.py
index 3f940203b9..dbd510e64f 100644
--- a/python/paddle/fluid/tests/unittests/test_multi_file_reader.py
+++ b/python/paddle/fluid/tests/unittests/test_multi_file_reader.py
@@ -64,8 +64,7 @@ class TestMultipleReader(unittest.TestCase):
             while True:
                 try:
                     img_val, = exe.run(fetch_list=[img])
-                except fluid.core.EnforceNotMet as ex:
-                    self.assertIn("There is no next data.", ex.message)
+                except fluid.core.EOFException:
                     break
                 batch_count += 1
                 self.assertLessEqual(img_val.shape[0], self.batch_size)
diff --git a/python/paddle/fluid/tests/unittests/test_multi_pass_reader.py b/python/paddle/fluid/tests/unittests/test_multi_pass_reader.py
index 52e7cc1ffb..7fc9f55044 100644
--- a/python/paddle/fluid/tests/unittests/test_multi_pass_reader.py
+++ b/python/paddle/fluid/tests/unittests/test_multi_pass_reader.py
@@ -59,8 +59,7 @@ class TestMultipleReader(unittest.TestCase):
             while True:
                 try:
                     img_val, = exe.run(fetch_list=[img])
-                except fluid.core.EnforceNotMet as ex:
-                    self.assertIn("There is no next data.", ex.message)
+                except fluid.core.EOFException:
                     break
                 batch_count += 1
                 self.assertLessEqual(img_val.shape[0], self.batch_size)
diff --git a/python/paddle/fluid/tests/unittests/test_recordio_reader.py b/python/paddle/fluid/tests/unittests/test_recordio_reader.py
index f32050014d..69a522e273 100644
--- a/python/paddle/fluid/tests/unittests/test_recordio_reader.py
+++ b/python/paddle/fluid/tests/unittests/test_recordio_reader.py
@@ -68,8 +68,7 @@ class TestRecordIO(unittest.TestCase):
             while True:
                 try:
                     tmp, = exe.run(fetch_list=[avg_loss])
-                except fluid.core.EnforceNotMet as ex:
-                    self.assertIn("There is no next data.", ex.message)
+                except fluid.core.EOFException:
                     break
 
                 avg_loss_np.append(tmp)

From 8553ac6a9568b9cb7739707368a587e089535f43 Mon Sep 17 00:00:00 2001
From: fengjiayi <fengjiayi@baidu.com>
Date: Tue, 3 Jul 2018 10:24:18 +0800
Subject: [PATCH 18/41] fix unittests

---
 paddle/fluid/platform/enforce.h | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/platform/enforce.h b/paddle/fluid/platform/enforce.h
index 3790dd1352..566485cd3c 100644
--- a/paddle/fluid/platform/enforce.h
+++ b/paddle/fluid/platform/enforce.h
@@ -73,7 +73,7 @@ struct EnforceNotMet : public std::exception {
     } catch (const std::exception& exp) {
       std::ostringstream sout;
 
-      sout << string::Sprintf("'%s' at [%s:%d]", exp.what(), f, l) << std::endl;
+      sout << string::Sprintf("%s at [%s:%d]", exp.what(), f, l) << std::endl;
       sout << "PaddlePaddle Call Stacks: " << std::endl;
 
       void* call_stack[TRACE_STACK_LIMIT];
@@ -105,7 +105,7 @@ struct EnforceNotMet : public std::exception {
 struct EOFException : public std::exception {
   std::string err_str_;
   EOFException(const char* err_msg, const char* f, int l) {
-    err_str_ = string::Sprintf("'%s' at [%s:%d]", err_msg, f, l);
+    err_str_ = string::Sprintf("%s at [%s:%d]", err_msg, f, l);
   }
 
   const char* what() const noexcept { return err_str_.c_str(); }

From ed4b2475f547a88f14f1b4d0d15f7411bf70b5f2 Mon Sep 17 00:00:00 2001
From: fengjiayi <fengjiayi@baidu.com>
Date: Tue, 3 Jul 2018 11:01:03 +0800
Subject: [PATCH 19/41] add an unittest

---
 paddle/fluid/platform/enforce_test.cc | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/paddle/fluid/platform/enforce_test.cc b/paddle/fluid/platform/enforce_test.cc
index 57d751cc00..0e8684581a 100644
--- a/paddle/fluid/platform/enforce_test.cc
+++ b/paddle/fluid/platform/enforce_test.cc
@@ -210,3 +210,14 @@ TEST(ENFORCE_USER_DEFINED_CLASS, NE) {
   Dims a{{1, 2, 3, 4}}, b{{5, 6, 7, 8}};
   ASSERT_THROW(PADDLE_ENFORCE_EQ(a, b), paddle::platform::EnforceNotMet);
 }
+
+TEST(EOF_EXCEPTION, THROW_EOF) {
+  bool caught_eof = false;
+  try {
+    PADDLE_THROW_EOF();
+  } catch (paddle::platform::EOFException error) {
+    caught_eof = true;
+    EXPECT_TRUE(HasPrefix(StringPiece(error.what()), "There is no next data."));
+  }
+  EXPECT_TRUE(caught_eof);
+}

From aa2f76fd9bb635f921a889b03ec4032e92d6df41 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Mon, 2 Jul 2018 11:25:16 +0800
Subject: [PATCH 20/41] move trainer

---
 .../cluster_train/large_model_dist_train.md   |   2 +-
 doc/v2/design/mkl/mkldnn.md                   |  40 +++++++++---------
 doc/v2/dev/new_layer_en.rst                   |   2 +-
 paddle/CMakeLists.txt                         |   2 +-
 paddle/legacy/api/ConfigParser.cpp            |   2 +-
 paddle/legacy/api/PaddleAPIPrivate.h          |   2 +-
 paddle/legacy/api/ParameterUpdater.cpp        |   6 +--
 paddle/legacy/api/Trainer.cpp                 |   6 +--
 paddle/legacy/capi/Main.cpp                   |   2 +-
 .../capi/tests/test_GradientMachine.cpp       |   2 +-
 paddle/legacy/gserver/tests/MKLDNNTester.cpp  |   2 +-
 .../gserver/tests/test_CompareSparse.cpp      |   2 +-
 .../gserver/tests/test_CompareTwoNets.cpp     |   2 +-
 .../legacy/gserver/tests/test_Evaluator.cpp   |   2 +-
 .../gserver/tests/test_NetworkCompare.cpp     |   2 +-
 .../tests/test_RecurrentGradientMachine.cpp   |   4 +-
 paddle/{ => legacy}/trainer/CMakeLists.txt    |   0
 paddle/{ => legacy}/trainer/MergeModel.cpp    |   0
 .../trainer/NewRemoteParameterUpdater.cpp     |   0
 .../trainer/NewRemoteParameterUpdater.h       |   0
 paddle/{ => legacy}/trainer/ParamUtil.cpp     |   0
 paddle/{ => legacy}/trainer/ParamUtil.h       |   0
 .../{ => legacy}/trainer/ParameterUpdater.cpp |   0
 .../{ => legacy}/trainer/ParameterUpdater.h   |   0
 .../trainer/RemoteParameterUpdater.cpp        |   0
 .../trainer/RemoteParameterUpdater.h          |   0
 paddle/{ => legacy}/trainer/Tester.cpp        |   0
 paddle/{ => legacy}/trainer/Tester.h          |   0
 paddle/{ => legacy}/trainer/TesterConfig.h    |   0
 .../trainer/ThreadParameterUpdater.cpp        |   0
 .../trainer/ThreadParameterUpdater.h          |   0
 paddle/{ => legacy}/trainer/Trainer.cpp       |   0
 paddle/{ => legacy}/trainer/Trainer.h         |   0
 .../{ => legacy}/trainer/TrainerBenchmark.cpp |   0
 .../trainer/TrainerConfigHelper.cpp           |   0
 .../trainer/TrainerConfigHelper.h             |   0
 .../{ => legacy}/trainer/TrainerInternal.cpp  |   0
 paddle/{ => legacy}/trainer/TrainerInternal.h |   0
 .../trainer/TrainerInternalConfig.cpp         |   0
 .../trainer/TrainerInternalConfig.h           |   0
 paddle/{ => legacy}/trainer/TrainerMain.cpp   |   0
 paddle/{ => legacy}/trainer/tests/.gitignore  |   0
 .../{ => legacy}/trainer/tests/CMakeLists.txt |   4 +-
 paddle/{ => legacy}/trainer/tests/__init__.py |   0
 .../trainer/tests/config_parser_test.py       |   4 +-
 .../trainer/tests/fake_file_list.list         |   0
 paddle/{ => legacy}/trainer/tests/picojson.h  |   0
 .../test_pydata_provider_wrapper.data         |   0
 .../test_pydata_provider_wrapper.list         |   1 +
 .../tests/rnn_gen_test_model_dir/r1.test.beam |   0
 .../tests/rnn_gen_test_model_dir/r1.test.nest |   0
 .../rnn_gen_test_model_dir/r1.test.nobeam     |   0
 .../rnn_gen_test_model_dir/t1/transtable      | Bin
 .../tests/rnn_gen_test_model_dir/t1/wordvec   | Bin
 .../trainer/tests/sample_data.txt             |   0
 .../legacy/trainer/tests/sample_filelist.txt  |   1 +
 .../trainer/tests/sample_trainer_config.conf  |   4 +-
 .../tests/sample_trainer_config_hsigmoid.conf |   2 +-
 .../tests/sample_trainer_config_parallel.conf |   4 +-
 .../tests/sample_trainer_nest_rnn_gen.conf    |   4 +-
 .../trainer/tests/sample_trainer_rnn_gen.conf |   4 +-
 .../tests/simple_sparse_neural_network.py     |   2 +-
 .../tests/simple_sparse_neural_network_dp.py  |   0
 .../trainer/tests/testPyDataWrapper.py        |   0
 .../trainer/tests/test_Compare.cpp            |   5 ++-
 .../tests/test_PyDataProviderWrapper.cpp      |   2 +-
 .../trainer/tests/test_Trainer.cpp            |   9 ++--
 .../trainer/tests/test_TrainerOnePass.cpp     |  11 ++---
 .../trainer/tests/test_config.conf            |   2 +-
 .../trainer/tests/test_gen_dict.txt           |   0
 .../test_recurrent_machine_generation.cpp     |  16 ++++---
 .../test_pydata_provider_wrapper.list         |   1 -
 paddle/trainer/tests/sample_filelist.txt      |   1 -
 python/paddle/trainer/config_parser.py        |   2 +-
 python/setup.py.in                            |   4 +-
 tools/codestyle/cpplint_pre_commit.hook       |   2 +-
 76 files changed, 85 insertions(+), 80 deletions(-)
 rename paddle/{ => legacy}/trainer/CMakeLists.txt (100%)
 rename paddle/{ => legacy}/trainer/MergeModel.cpp (100%)
 rename paddle/{ => legacy}/trainer/NewRemoteParameterUpdater.cpp (100%)
 rename paddle/{ => legacy}/trainer/NewRemoteParameterUpdater.h (100%)
 rename paddle/{ => legacy}/trainer/ParamUtil.cpp (100%)
 rename paddle/{ => legacy}/trainer/ParamUtil.h (100%)
 rename paddle/{ => legacy}/trainer/ParameterUpdater.cpp (100%)
 rename paddle/{ => legacy}/trainer/ParameterUpdater.h (100%)
 rename paddle/{ => legacy}/trainer/RemoteParameterUpdater.cpp (100%)
 rename paddle/{ => legacy}/trainer/RemoteParameterUpdater.h (100%)
 rename paddle/{ => legacy}/trainer/Tester.cpp (100%)
 rename paddle/{ => legacy}/trainer/Tester.h (100%)
 rename paddle/{ => legacy}/trainer/TesterConfig.h (100%)
 rename paddle/{ => legacy}/trainer/ThreadParameterUpdater.cpp (100%)
 rename paddle/{ => legacy}/trainer/ThreadParameterUpdater.h (100%)
 rename paddle/{ => legacy}/trainer/Trainer.cpp (100%)
 rename paddle/{ => legacy}/trainer/Trainer.h (100%)
 rename paddle/{ => legacy}/trainer/TrainerBenchmark.cpp (100%)
 rename paddle/{ => legacy}/trainer/TrainerConfigHelper.cpp (100%)
 rename paddle/{ => legacy}/trainer/TrainerConfigHelper.h (100%)
 rename paddle/{ => legacy}/trainer/TrainerInternal.cpp (100%)
 rename paddle/{ => legacy}/trainer/TrainerInternal.h (100%)
 rename paddle/{ => legacy}/trainer/TrainerInternalConfig.cpp (100%)
 rename paddle/{ => legacy}/trainer/TrainerInternalConfig.h (100%)
 rename paddle/{ => legacy}/trainer/TrainerMain.cpp (100%)
 rename paddle/{ => legacy}/trainer/tests/.gitignore (100%)
 rename paddle/{ => legacy}/trainer/tests/CMakeLists.txt (89%)
 rename paddle/{ => legacy}/trainer/tests/__init__.py (100%)
 rename paddle/{ => legacy}/trainer/tests/config_parser_test.py (87%)
 rename paddle/{ => legacy}/trainer/tests/fake_file_list.list (100%)
 rename paddle/{ => legacy}/trainer/tests/picojson.h (100%)
 rename paddle/{ => legacy}/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data (100%)
 create mode 100644 paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
 rename paddle/{ => legacy}/trainer/tests/rnn_gen_test_model_dir/r1.test.beam (100%)
 rename paddle/{ => legacy}/trainer/tests/rnn_gen_test_model_dir/r1.test.nest (100%)
 rename paddle/{ => legacy}/trainer/tests/rnn_gen_test_model_dir/r1.test.nobeam (100%)
 rename paddle/{ => legacy}/trainer/tests/rnn_gen_test_model_dir/t1/transtable (100%)
 rename paddle/{ => legacy}/trainer/tests/rnn_gen_test_model_dir/t1/wordvec (100%)
 rename paddle/{ => legacy}/trainer/tests/sample_data.txt (100%)
 create mode 100644 paddle/legacy/trainer/tests/sample_filelist.txt
 rename paddle/{ => legacy}/trainer/tests/sample_trainer_config.conf (95%)
 rename paddle/{ => legacy}/trainer/tests/sample_trainer_config_hsigmoid.conf (96%)
 rename paddle/{ => legacy}/trainer/tests/sample_trainer_config_parallel.conf (95%)
 rename paddle/{ => legacy}/trainer/tests/sample_trainer_nest_rnn_gen.conf (94%)
 rename paddle/{ => legacy}/trainer/tests/sample_trainer_rnn_gen.conf (94%)
 rename paddle/{ => legacy}/trainer/tests/simple_sparse_neural_network.py (95%)
 rename paddle/{ => legacy}/trainer/tests/simple_sparse_neural_network_dp.py (100%)
 rename paddle/{ => legacy}/trainer/tests/testPyDataWrapper.py (100%)
 rename paddle/{ => legacy}/trainer/tests/test_Compare.cpp (97%)
 rename paddle/{ => legacy}/trainer/tests/test_PyDataProviderWrapper.cpp (99%)
 rename paddle/{ => legacy}/trainer/tests/test_Trainer.cpp (91%)
 rename paddle/{ => legacy}/trainer/tests/test_TrainerOnePass.cpp (96%)
 rename paddle/{ => legacy}/trainer/tests/test_config.conf (97%)
 rename paddle/{ => legacy}/trainer/tests/test_gen_dict.txt (100%)
 rename paddle/{ => legacy}/trainer/tests/test_recurrent_machine_generation.cpp (90%)
 delete mode 100644 paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
 delete mode 100644 paddle/trainer/tests/sample_filelist.txt

diff --git a/doc/v2/design/cluster_train/large_model_dist_train.md b/doc/v2/design/cluster_train/large_model_dist_train.md
index 0c4b5bc24c..edb0245ea0 100644
--- a/doc/v2/design/cluster_train/large_model_dist_train.md
+++ b/doc/v2/design/cluster_train/large_model_dist_train.md
@@ -52,7 +52,7 @@ In `trainer_internal.cpp:L93 trainOneBatch`:
 
 When doing actual network forward and backward, at the beginning of each batch, the trainer will try to download one row of data from pserver.
 
-In `trainer/RemoteParameterUpdater.cpp`: `parameterUpdater_->getParametersRemote();`:
+In `legacy/trainer/RemoteParameterUpdater.cpp`: `parameterUpdater_->getParametersRemote();`:
 
 ```c++
 if (fullSize) {
diff --git a/doc/v2/design/mkl/mkldnn.md b/doc/v2/design/mkl/mkldnn.md
index bd5bcf6f67..4876de0045 100644
--- a/doc/v2/design/mkl/mkldnn.md
+++ b/doc/v2/design/mkl/mkldnn.md
@@ -18,20 +18,20 @@ Figure 1. PaddlePaddle on IA
 具体的完成状态可以参见[这里](https://github.com/PaddlePaddle/Paddle/projects/21)。
 
 ## Contents
-
-- [Overview](#overview)
-- [Actions](#actions)
- 	- [CMake](#cmake)
- 	- [Matrix](#matrix)
-	- [Layers](#layers)
-	- [Activations](#activations)
-	- [Parameters](#parameters)
-	- [Gradients](#gradients)
-	- [Unit Tests](#unit-tests)
-	- [Python API](#python-api)
-	- [Benchmarking](#benchmarking)
-	- [Others](#others)
-- [Design Concerns](#design-concerns)
+
+- [Overview](#overview)
+- [Actions](#actions)
+ 	- [CMake](#cmake)
+ 	- [Matrix](#matrix)
+	- [Layers](#layers)
+	- [Activations](#activations)
+	- [Parameters](#parameters)
+	- [Gradients](#gradients)
+	- [Unit Tests](#unit-tests)
+	- [Python API](#python-api)
+	- [Benchmarking](#benchmarking)
+	- [Others](#others)
+- [Design Concerns](#design-concerns)
 
 ## Overview
 
@@ -218,20 +218,20 @@ if use_mkldnn
 我们总结出一些特别需要注意的点:
 
 1. 使用**deviceId_**。为了尽可能少的在父类Layer中添加变量或者函数,
-我们决定使用已有的`deviceId_`变量来区分layer的属性,定义`-2`为`MKLDNNLayer`特有的设备ID。
-2. 重写父类Layer的**init**函数,修改`deviceId_`为`-2`,代表这个layer是用于跑在MKL-DNN的环境下。
+我们决定使用已有的`deviceId_`变量来区分layer的属性,定义`-2`为`MKLDNNLayer`特有的设备ID。
+2. 重写父类Layer的**init**函数,修改`deviceId_`为`-2`,代表这个layer是用于跑在MKL-DNN的环境下。
 3. 创建`MKLDNNBase`,定义一些除了layer和memory相关的类和函数。
-包括MKL-DNN会用到`MKLDNNStream`和`CPUEngine`,和未来可能还会用到`FPGAEngine`等。
+包括MKL-DNN会用到`MKLDNNStream`和`CPUEngine`,和未来可能还会用到`FPGAEngine`等。
 4. 如果MKL-DNN layer的后面接有cpu device,那么就会使`output_.value`与`extOutVal_`共享内存,
 同时数据格式就是`NCHW`,这样下一个cpu device就能拿到正确的数据。
 在有普通的CPU layer时, `extOutVal_`和`extOutGrad_`的格式始终是`NCHW`或者`NC`。
 
 ## References
 1. [MKL small library](https://github.com/01org/mkl-dnn#linking-your-application)是[Intel MKL](https://software.intel.com/en-us/mkl)的一个子集。
-主要包括了深度学习相关的数学原语与操作,一般由MKL-DNN在发布[新版本](https://github.com/01org/mkl-dnn/releases)时一起更新。
+主要包括了深度学习相关的数学原语与操作,一般由MKL-DNN在发布[新版本](https://github.com/01org/mkl-dnn/releases)时一起更新。
 2. [MKL-DNN System Requirements](https://github.com/01org/mkl-dnn#system-requirements)。
 目前在PaddlePaddle中,仅会在支持AVX2指令集及以上的机器才使用MKL-DNN。
 3. [原来的方案](https://github.com/PaddlePaddle/Paddle/pull/3096)会引入**nextLayer**的信息。
-但是在PaddlePaddle中,无论是重构前的layer还是重构后的op,都不会想要知道next layer/op的信息。
+但是在PaddlePaddle中,无论是重构前的layer还是重构后的op,都不会想要知道next layer/op的信息。
 4. MKL-DNN的高性能格式与PaddlePaddle原有的`NCHW`不同(PaddlePaddle中的cuDNN部分使用的也是`NCHW`,所以不存在这个问题)。
-所以需要引入一个转换方法,并且只需要在必要的时候转换这种格式,才能更好的发挥MKL-DNN的性能。
+所以需要引入一个转换方法,并且只需要在必要的时候转换这种格式,才能更好的发挥MKL-DNN的性能。
diff --git a/doc/v2/dev/new_layer_en.rst b/doc/v2/dev/new_layer_en.rst
index 6a848a020d..ad72373880 100644
--- a/doc/v2/dev/new_layer_en.rst
+++ b/doc/v2/dev/new_layer_en.rst
@@ -339,7 +339,7 @@ If you are creating a new file for the test, such as :code:`paddle/legacy/gserve
 Implement Python Wrapper
 ========================
 
-Implementing Python wrapper allows us to use the added layer in configuration files. All the Python wrappers are in file :code:`python/paddle/trainer/config_parser.py`. An example of the Python wrapper for fully connected layer is listed below. It has the following steps:
+Implementing Python wrapper allows us to use the added layer in configuration files. All the Python wrappers are in file :code:`python/paddle/legacy/trainer/config_parser.py`. An example of the Python wrapper for fully connected layer is listed below. It has the following steps:
 
 - Use :code:`@config_layer('fc')` at the decorator for all the Python wrapper class. :code:`fc` is the identifier of the layer.
 - Implements :code:`__init__` constructor function.
diff --git a/paddle/CMakeLists.txt b/paddle/CMakeLists.txt
index 7a4bd9183a..e1f65e505e 100644
--- a/paddle/CMakeLists.txt
+++ b/paddle/CMakeLists.txt
@@ -10,7 +10,7 @@ if(NOT WITH_FLUID_ONLY)
     add_subdirectory(legacy/capi)
   else()
     add_subdirectory(legacy/pserver)
-    add_subdirectory(trainer)
+    add_subdirectory(legacy/trainer)
     add_subdirectory(scripts)
 
     if(WITH_C_API)
diff --git a/paddle/legacy/api/ConfigParser.cpp b/paddle/legacy/api/ConfigParser.cpp
index d362a1e7cf..016d6da4e2 100644
--- a/paddle/legacy/api/ConfigParser.cpp
+++ b/paddle/legacy/api/ConfigParser.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "PaddleAPI.h"
 #include "PaddleAPIPrivate.h"
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 struct ParameterConfigPrivate {
   paddle::ParameterPtr parameter;
diff --git a/paddle/legacy/api/PaddleAPIPrivate.h b/paddle/legacy/api/PaddleAPIPrivate.h
index 2e1c504d2e..3ee192c31d 100644
--- a/paddle/legacy/api/PaddleAPIPrivate.h
+++ b/paddle/legacy/api/PaddleAPIPrivate.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "paddle/legacy/gserver/evaluators/Evaluator.h"
 #include "paddle/legacy/gserver/gradientmachines/GradientMachine.h"
 #include "paddle/legacy/parameter/ParameterUpdaterBase.h"
-#include "paddle/trainer/TrainerConfigHelper.h"
+#include "paddle/legacy/trainer/TrainerConfigHelper.h"
 
 struct GradientMachinePrivate {
   std::shared_ptr<paddle::GradientMachine> machine;
diff --git a/paddle/legacy/api/ParameterUpdater.cpp b/paddle/legacy/api/ParameterUpdater.cpp
index 63c000c959..44af3f4635 100644
--- a/paddle/legacy/api/ParameterUpdater.cpp
+++ b/paddle/legacy/api/ParameterUpdater.cpp
@@ -16,10 +16,10 @@ limitations under the License. */
 
 #include "PaddleAPIPrivate.h"
 #ifndef PADDLE_WITHOUT_GOLANG
-#include "paddle/trainer/NewRemoteParameterUpdater.h"
+#include "paddle/legacy/trainer/NewRemoteParameterUpdater.h"
 #endif
-#include "paddle/trainer/RemoteParameterUpdater.h"
-#include "paddle/trainer/ThreadParameterUpdater.h"
+#include "paddle/legacy/trainer/RemoteParameterUpdater.h"
+#include "paddle/legacy/trainer/ThreadParameterUpdater.h"
 
 ParameterUpdater::ParameterUpdater() : m(new ParameterUpdaterPrivate()) {}
 
diff --git a/paddle/legacy/api/Trainer.cpp b/paddle/legacy/api/Trainer.cpp
index 6506acb738..8b39b962ee 100644
--- a/paddle/legacy/api/Trainer.cpp
+++ b/paddle/legacy/api/Trainer.cpp
@@ -20,9 +20,9 @@ limitations under the License. */
 #include <memory>
 
 #include "paddle/legacy/gserver/gradientmachines/NeuralNetwork.h"
-#include "paddle/trainer/ParamUtil.h"
-#include "paddle/trainer/Trainer.h"
-#include "paddle/trainer/TrainerInternal.h"
+#include "paddle/legacy/trainer/ParamUtil.h"
+#include "paddle/legacy/trainer/Trainer.h"
+#include "paddle/legacy/trainer/TrainerInternal.h"
 #include "paddle/utils/Flags.h"
 
 using paddle::real;
diff --git a/paddle/legacy/capi/Main.cpp b/paddle/legacy/capi/Main.cpp
index 0a289dede6..fd9275058a 100644
--- a/paddle/legacy/capi/Main.cpp
+++ b/paddle/legacy/capi/Main.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include <vector>
 #include "capi_private.h"
 #include "main.h"
-#include "paddle/trainer/TrainerConfigHelper.h"
+#include "paddle/legacy/trainer/TrainerConfigHelper.h"
 #include "paddle/utils/Excepts.h"
 #include "paddle/utils/PythonUtil.h"
 
diff --git a/paddle/legacy/capi/tests/test_GradientMachine.cpp b/paddle/legacy/capi/tests/test_GradientMachine.cpp
index 2c02669ccf..b86d2f2049 100644
--- a/paddle/legacy/capi/tests/test_GradientMachine.cpp
+++ b/paddle/legacy/capi/tests/test_GradientMachine.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 #include <paddle/legacy/gserver/gradientmachines/GradientMachine.h>
-#include <paddle/trainer/TrainerConfigHelper.h>
+#include <paddle/legacy/trainer/TrainerConfigHelper.h>
 #include <stdlib.h>
 #include <string.h>
 #include <type_traits>
diff --git a/paddle/legacy/gserver/tests/MKLDNNTester.cpp b/paddle/legacy/gserver/tests/MKLDNNTester.cpp
index bed58f94bb..b550ba9c72 100644
--- a/paddle/legacy/gserver/tests/MKLDNNTester.cpp
+++ b/paddle/legacy/gserver/tests/MKLDNNTester.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "MKLDNNTester.h"
 #include "paddle/legacy/gserver/layers/MKLDNNBase.h"
 #include "paddle/legacy/gserver/layers/MKLDNNLayer.h"
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/tests/test_CompareSparse.cpp b/paddle/legacy/gserver/tests/test_CompareSparse.cpp
index 51433c9aaa..26b23eac7c 100644
--- a/paddle/legacy/gserver/tests/test_CompareSparse.cpp
+++ b/paddle/legacy/gserver/tests/test_CompareSparse.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <paddle/utils/PythonUtil.h>
 
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 #include <gtest/gtest.h>
 #include <paddle/legacy/pserver/ParameterServer2.h>
diff --git a/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp b/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
index 3ac86ce516..6e8f855c6b 100644
--- a/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
+++ b/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <algorithm>
 #include <cstdlib>
 
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_Evaluator.cpp b/paddle/legacy/gserver/tests/test_Evaluator.cpp
index 4a8843f3af..8aab50d23e 100644
--- a/paddle/legacy/gserver/tests/test_Evaluator.cpp
+++ b/paddle/legacy/gserver/tests/test_Evaluator.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <vector>
 #include "ModelConfig.pb.h"
+#include "paddle/legacy/trainer/Trainer.h"
 #include "paddle/testing/TestUtil.h"
-#include "paddle/trainer/Trainer.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_NetworkCompare.cpp b/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
index 5a6b224583..e07922b58c 100644
--- a/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
+++ b/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
@@ -18,8 +18,8 @@ limitations under the License. */
 #include <algorithm>
 #include <cstdlib>
 
+#include "paddle/legacy/trainer/Trainer.h"
 #include "paddle/testing/TestUtil.h"
-#include "paddle/trainer/Trainer.h"
 #include "paddle/utils/Stat.h"
 
 using namespace paddle;  // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp b/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
index 9f9fee7ef6..279f2c2fbb 100644
--- a/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
+++ b/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <paddle/legacy/gserver/gradientmachines/GradientMachine.h>
 #include <paddle/legacy/parameter/ParameterUpdateFunctions.h>
-#include <paddle/trainer/Trainer.h>
-#include <paddle/trainer/TrainerInternal.h>
+#include <paddle/legacy/trainer/Trainer.h>
+#include <paddle/legacy/trainer/TrainerInternal.h>
 #include <paddle/utils/PythonUtil.h>
 #include <paddle/utils/Util.h>
 #include <paddle/utils/Version.h>
diff --git a/paddle/trainer/CMakeLists.txt b/paddle/legacy/trainer/CMakeLists.txt
similarity index 100%
rename from paddle/trainer/CMakeLists.txt
rename to paddle/legacy/trainer/CMakeLists.txt
diff --git a/paddle/trainer/MergeModel.cpp b/paddle/legacy/trainer/MergeModel.cpp
similarity index 100%
rename from paddle/trainer/MergeModel.cpp
rename to paddle/legacy/trainer/MergeModel.cpp
diff --git a/paddle/trainer/NewRemoteParameterUpdater.cpp b/paddle/legacy/trainer/NewRemoteParameterUpdater.cpp
similarity index 100%
rename from paddle/trainer/NewRemoteParameterUpdater.cpp
rename to paddle/legacy/trainer/NewRemoteParameterUpdater.cpp
diff --git a/paddle/trainer/NewRemoteParameterUpdater.h b/paddle/legacy/trainer/NewRemoteParameterUpdater.h
similarity index 100%
rename from paddle/trainer/NewRemoteParameterUpdater.h
rename to paddle/legacy/trainer/NewRemoteParameterUpdater.h
diff --git a/paddle/trainer/ParamUtil.cpp b/paddle/legacy/trainer/ParamUtil.cpp
similarity index 100%
rename from paddle/trainer/ParamUtil.cpp
rename to paddle/legacy/trainer/ParamUtil.cpp
diff --git a/paddle/trainer/ParamUtil.h b/paddle/legacy/trainer/ParamUtil.h
similarity index 100%
rename from paddle/trainer/ParamUtil.h
rename to paddle/legacy/trainer/ParamUtil.h
diff --git a/paddle/trainer/ParameterUpdater.cpp b/paddle/legacy/trainer/ParameterUpdater.cpp
similarity index 100%
rename from paddle/trainer/ParameterUpdater.cpp
rename to paddle/legacy/trainer/ParameterUpdater.cpp
diff --git a/paddle/trainer/ParameterUpdater.h b/paddle/legacy/trainer/ParameterUpdater.h
similarity index 100%
rename from paddle/trainer/ParameterUpdater.h
rename to paddle/legacy/trainer/ParameterUpdater.h
diff --git a/paddle/trainer/RemoteParameterUpdater.cpp b/paddle/legacy/trainer/RemoteParameterUpdater.cpp
similarity index 100%
rename from paddle/trainer/RemoteParameterUpdater.cpp
rename to paddle/legacy/trainer/RemoteParameterUpdater.cpp
diff --git a/paddle/trainer/RemoteParameterUpdater.h b/paddle/legacy/trainer/RemoteParameterUpdater.h
similarity index 100%
rename from paddle/trainer/RemoteParameterUpdater.h
rename to paddle/legacy/trainer/RemoteParameterUpdater.h
diff --git a/paddle/trainer/Tester.cpp b/paddle/legacy/trainer/Tester.cpp
similarity index 100%
rename from paddle/trainer/Tester.cpp
rename to paddle/legacy/trainer/Tester.cpp
diff --git a/paddle/trainer/Tester.h b/paddle/legacy/trainer/Tester.h
similarity index 100%
rename from paddle/trainer/Tester.h
rename to paddle/legacy/trainer/Tester.h
diff --git a/paddle/trainer/TesterConfig.h b/paddle/legacy/trainer/TesterConfig.h
similarity index 100%
rename from paddle/trainer/TesterConfig.h
rename to paddle/legacy/trainer/TesterConfig.h
diff --git a/paddle/trainer/ThreadParameterUpdater.cpp b/paddle/legacy/trainer/ThreadParameterUpdater.cpp
similarity index 100%
rename from paddle/trainer/ThreadParameterUpdater.cpp
rename to paddle/legacy/trainer/ThreadParameterUpdater.cpp
diff --git a/paddle/trainer/ThreadParameterUpdater.h b/paddle/legacy/trainer/ThreadParameterUpdater.h
similarity index 100%
rename from paddle/trainer/ThreadParameterUpdater.h
rename to paddle/legacy/trainer/ThreadParameterUpdater.h
diff --git a/paddle/trainer/Trainer.cpp b/paddle/legacy/trainer/Trainer.cpp
similarity index 100%
rename from paddle/trainer/Trainer.cpp
rename to paddle/legacy/trainer/Trainer.cpp
diff --git a/paddle/trainer/Trainer.h b/paddle/legacy/trainer/Trainer.h
similarity index 100%
rename from paddle/trainer/Trainer.h
rename to paddle/legacy/trainer/Trainer.h
diff --git a/paddle/trainer/TrainerBenchmark.cpp b/paddle/legacy/trainer/TrainerBenchmark.cpp
similarity index 100%
rename from paddle/trainer/TrainerBenchmark.cpp
rename to paddle/legacy/trainer/TrainerBenchmark.cpp
diff --git a/paddle/trainer/TrainerConfigHelper.cpp b/paddle/legacy/trainer/TrainerConfigHelper.cpp
similarity index 100%
rename from paddle/trainer/TrainerConfigHelper.cpp
rename to paddle/legacy/trainer/TrainerConfigHelper.cpp
diff --git a/paddle/trainer/TrainerConfigHelper.h b/paddle/legacy/trainer/TrainerConfigHelper.h
similarity index 100%
rename from paddle/trainer/TrainerConfigHelper.h
rename to paddle/legacy/trainer/TrainerConfigHelper.h
diff --git a/paddle/trainer/TrainerInternal.cpp b/paddle/legacy/trainer/TrainerInternal.cpp
similarity index 100%
rename from paddle/trainer/TrainerInternal.cpp
rename to paddle/legacy/trainer/TrainerInternal.cpp
diff --git a/paddle/trainer/TrainerInternal.h b/paddle/legacy/trainer/TrainerInternal.h
similarity index 100%
rename from paddle/trainer/TrainerInternal.h
rename to paddle/legacy/trainer/TrainerInternal.h
diff --git a/paddle/trainer/TrainerInternalConfig.cpp b/paddle/legacy/trainer/TrainerInternalConfig.cpp
similarity index 100%
rename from paddle/trainer/TrainerInternalConfig.cpp
rename to paddle/legacy/trainer/TrainerInternalConfig.cpp
diff --git a/paddle/trainer/TrainerInternalConfig.h b/paddle/legacy/trainer/TrainerInternalConfig.h
similarity index 100%
rename from paddle/trainer/TrainerInternalConfig.h
rename to paddle/legacy/trainer/TrainerInternalConfig.h
diff --git a/paddle/trainer/TrainerMain.cpp b/paddle/legacy/trainer/TrainerMain.cpp
similarity index 100%
rename from paddle/trainer/TrainerMain.cpp
rename to paddle/legacy/trainer/TrainerMain.cpp
diff --git a/paddle/trainer/tests/.gitignore b/paddle/legacy/trainer/tests/.gitignore
similarity index 100%
rename from paddle/trainer/tests/.gitignore
rename to paddle/legacy/trainer/tests/.gitignore
diff --git a/paddle/trainer/tests/CMakeLists.txt b/paddle/legacy/trainer/tests/CMakeLists.txt
similarity index 89%
rename from paddle/trainer/tests/CMakeLists.txt
rename to paddle/legacy/trainer/tests/CMakeLists.txt
index 12c9ea8cef..08548bea4c 100644
--- a/paddle/trainer/tests/CMakeLists.txt
+++ b/paddle/legacy/trainer/tests/CMakeLists.txt
@@ -5,7 +5,7 @@ add_custom_target(copy_trainer_conf ALL DEPENDS sample_trainer_config.conf)
 
 set(PYTHON_PATH 
    ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d 
-   ${PADDLE_BINARY_DIR}/python/:${PADDLE_BINARY_DIR}/paddle/trainer/tests)
+   ${PADDLE_BINARY_DIR}/python/:${PADDLE_BINARY_DIR}/paddle/legacy/trainer/tests)
 function(trainer_test TARGET)
   add_unittest_without_exec(${TARGET} ${TARGET}.cpp)
   add_test(NAME ${TARGET}
@@ -33,5 +33,5 @@ endif()
 #################### test_config_parser #########################
 add_test(NAME test_config_parser
   COMMAND ${PYTHON_PATH} ${PYTHON_EXECUTABLE} 
-        ${PADDLE_SOURCE_DIR}/paddle/trainer/tests/config_parser_test.py
+        ${PADDLE_SOURCE_DIR}/paddle/legacy/trainer/tests/config_parser_test.py
     WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
diff --git a/paddle/trainer/tests/__init__.py b/paddle/legacy/trainer/tests/__init__.py
similarity index 100%
rename from paddle/trainer/tests/__init__.py
rename to paddle/legacy/trainer/tests/__init__.py
diff --git a/paddle/trainer/tests/config_parser_test.py b/paddle/legacy/trainer/tests/config_parser_test.py
similarity index 87%
rename from paddle/trainer/tests/config_parser_test.py
rename to paddle/legacy/trainer/tests/config_parser_test.py
index 88646e11f7..0d3d82cbda 100644
--- a/paddle/trainer/tests/config_parser_test.py
+++ b/paddle/legacy/trainer/tests/config_parser_test.py
@@ -15,9 +15,9 @@
 from paddle.trainer.config_parser import parse_config_and_serialize
 
 if __name__ == '__main__':
-    parse_config_and_serialize('trainer/tests/test_config.conf', '')
+    parse_config_and_serialize('legacy/trainer/tests/test_config.conf', '')
     parse_config_and_serialize(
-        'trainer/tests/sample_trainer_config.conf',
+        'legacy/trainer/tests/sample_trainer_config.conf',
         'extension_module_name=paddle.trainer.config_parser_extension')
     parse_config_and_serialize(
         'legacy/gserver/tests/pyDataProvider/trainer.conf', '')
diff --git a/paddle/trainer/tests/fake_file_list.list b/paddle/legacy/trainer/tests/fake_file_list.list
similarity index 100%
rename from paddle/trainer/tests/fake_file_list.list
rename to paddle/legacy/trainer/tests/fake_file_list.list
diff --git a/paddle/trainer/tests/picojson.h b/paddle/legacy/trainer/tests/picojson.h
similarity index 100%
rename from paddle/trainer/tests/picojson.h
rename to paddle/legacy/trainer/tests/picojson.h
diff --git a/paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data b/paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data
similarity index 100%
rename from paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data
rename to paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data
diff --git a/paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list b/paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
new file mode 100644
index 0000000000..11c1b1b38b
--- /dev/null
+++ b/paddle/legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
@@ -0,0 +1 @@
+legacy/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data
diff --git a/paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.beam b/paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.beam
similarity index 100%
rename from paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.beam
rename to paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.beam
diff --git a/paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.nest b/paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.nest
similarity index 100%
rename from paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.nest
rename to paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.nest
diff --git a/paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.nobeam b/paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.nobeam
similarity index 100%
rename from paddle/trainer/tests/rnn_gen_test_model_dir/r1.test.nobeam
rename to paddle/legacy/trainer/tests/rnn_gen_test_model_dir/r1.test.nobeam
diff --git a/paddle/trainer/tests/rnn_gen_test_model_dir/t1/transtable b/paddle/legacy/trainer/tests/rnn_gen_test_model_dir/t1/transtable
similarity index 100%
rename from paddle/trainer/tests/rnn_gen_test_model_dir/t1/transtable
rename to paddle/legacy/trainer/tests/rnn_gen_test_model_dir/t1/transtable
diff --git a/paddle/trainer/tests/rnn_gen_test_model_dir/t1/wordvec b/paddle/legacy/trainer/tests/rnn_gen_test_model_dir/t1/wordvec
similarity index 100%
rename from paddle/trainer/tests/rnn_gen_test_model_dir/t1/wordvec
rename to paddle/legacy/trainer/tests/rnn_gen_test_model_dir/t1/wordvec
diff --git a/paddle/trainer/tests/sample_data.txt b/paddle/legacy/trainer/tests/sample_data.txt
similarity index 100%
rename from paddle/trainer/tests/sample_data.txt
rename to paddle/legacy/trainer/tests/sample_data.txt
diff --git a/paddle/legacy/trainer/tests/sample_filelist.txt b/paddle/legacy/trainer/tests/sample_filelist.txt
new file mode 100644
index 0000000000..8573f9e179
--- /dev/null
+++ b/paddle/legacy/trainer/tests/sample_filelist.txt
@@ -0,0 +1 @@
+legacy/trainer/tests/sample_data.txt
diff --git a/paddle/trainer/tests/sample_trainer_config.conf b/paddle/legacy/trainer/tests/sample_trainer_config.conf
similarity index 95%
rename from paddle/trainer/tests/sample_trainer_config.conf
rename to paddle/legacy/trainer/tests/sample_trainer_config.conf
index 2697832840..5800b36256 100644
--- a/paddle/trainer/tests/sample_trainer_config.conf
+++ b/paddle/legacy/trainer/tests/sample_trainer_config.conf
@@ -16,13 +16,13 @@
 from paddle.trainer_config_helpers import *
 
 TrainData(SimpleData(
-            files = "trainer/tests/sample_filelist.txt",
+            files = "legacy/trainer/tests/sample_filelist.txt",
             feat_dim = 3,
             context_len = 0,
             buffer_capacity = 1000000))
 
 TestData(SimpleData(
-           files = "trainer/tests/sample_filelist.txt",
+           files = "legacy/trainer/tests/sample_filelist.txt",
            feat_dim = 3,
            context_len = 0,
            buffer_capacity = 1000000))
diff --git a/paddle/trainer/tests/sample_trainer_config_hsigmoid.conf b/paddle/legacy/trainer/tests/sample_trainer_config_hsigmoid.conf
similarity index 96%
rename from paddle/trainer/tests/sample_trainer_config_hsigmoid.conf
rename to paddle/legacy/trainer/tests/sample_trainer_config_hsigmoid.conf
index e4abe31d48..155c40b31f 100644
--- a/paddle/trainer/tests/sample_trainer_config_hsigmoid.conf
+++ b/paddle/legacy/trainer/tests/sample_trainer_config_hsigmoid.conf
@@ -17,7 +17,7 @@
 from paddle.trainer_config_helpers import *
 
 TrainData(SimpleData(
-    files = "trainer/tests/sample_filelist.txt",
+    files = "legacy/trainer/tests/sample_filelist.txt",
     feat_dim = 3,
     context_len = 0,
     buffer_capacity = 1000000,
diff --git a/paddle/trainer/tests/sample_trainer_config_parallel.conf b/paddle/legacy/trainer/tests/sample_trainer_config_parallel.conf
similarity index 95%
rename from paddle/trainer/tests/sample_trainer_config_parallel.conf
rename to paddle/legacy/trainer/tests/sample_trainer_config_parallel.conf
index e2b8b3ecda..49cdde7fa2 100644
--- a/paddle/trainer/tests/sample_trainer_config_parallel.conf
+++ b/paddle/legacy/trainer/tests/sample_trainer_config_parallel.conf
@@ -16,13 +16,13 @@
 from paddle.trainer_config_helpers import *
 
 TrainData(SimpleData(
-            files = "trainer/tests/sample_filelist.txt",
+            files = "legacy/trainer/tests/sample_filelist.txt",
             feat_dim = 3,
             context_len = 0,
             buffer_capacity = 1000000))
 
 TestData(SimpleData(
-           files = "trainer/tests/sample_filelist.txt",
+           files = "legacy/trainer/tests/sample_filelist.txt",
            feat_dim = 3,
            context_len = 0,
            buffer_capacity = 1000000))
diff --git a/paddle/trainer/tests/sample_trainer_nest_rnn_gen.conf b/paddle/legacy/trainer/tests/sample_trainer_nest_rnn_gen.conf
similarity index 94%
rename from paddle/trainer/tests/sample_trainer_nest_rnn_gen.conf
rename to paddle/legacy/trainer/tests/sample_trainer_nest_rnn_gen.conf
index 741a0aa71d..51ef905a5a 100644
--- a/paddle/trainer/tests/sample_trainer_nest_rnn_gen.conf
+++ b/paddle/legacy/trainer/tests/sample_trainer_nest_rnn_gen.conf
@@ -63,8 +63,8 @@ beam_gen_concat = recurrent_group(name="rnn_gen_concat",
 
 seqtext_printer_evaluator(input=beam_gen_concat,
                           id_input=sent_id,
-                          dict_file="./trainer/tests/test_gen_dict.txt",
-                          result_file="./trainer/tests/dump_text.test")
+                          dict_file="./legacy/trainer/tests/test_gen_dict.txt",
+                          result_file="./legacy/trainer/tests/dump_text.test")
 #outputs(beam_gen_concat)
 # In this config, as dummy_data_input doesn't work on beam_gen (we can find dummy_memory
 # is read-only memory, and isn't used by other layers of step), we show the Inputs and Outputs
diff --git a/paddle/trainer/tests/sample_trainer_rnn_gen.conf b/paddle/legacy/trainer/tests/sample_trainer_rnn_gen.conf
similarity index 94%
rename from paddle/trainer/tests/sample_trainer_rnn_gen.conf
rename to paddle/legacy/trainer/tests/sample_trainer_rnn_gen.conf
index 58d27f15ae..35c7f0fcd9 100644
--- a/paddle/trainer/tests/sample_trainer_rnn_gen.conf
+++ b/paddle/legacy/trainer/tests/sample_trainer_rnn_gen.conf
@@ -56,8 +56,8 @@ beam_gen = beam_search(name="rnn_gen",
 
 seqtext_printer_evaluator(input=beam_gen,
                           id_input=sent_id,
-                          dict_file="./trainer/tests/test_gen_dict.txt",
-                          result_file="./trainer/tests/dump_text.test")
+                          dict_file="./legacy/trainer/tests/test_gen_dict.txt",
+                          result_file="./legacy/trainer/tests/dump_text.test")
 #outputs(beam_gen)
 # In this config, as dummy_data_input doesn't work on beam_gen (we can find dummy_memory
 # is read-only memory, and isn't used by other layers of step), we show the Inputs and Outputs
diff --git a/paddle/trainer/tests/simple_sparse_neural_network.py b/paddle/legacy/trainer/tests/simple_sparse_neural_network.py
similarity index 95%
rename from paddle/trainer/tests/simple_sparse_neural_network.py
rename to paddle/legacy/trainer/tests/simple_sparse_neural_network.py
index 970fb466dc..9419f4d903 100644
--- a/paddle/trainer/tests/simple_sparse_neural_network.py
+++ b/paddle/legacy/trainer/tests/simple_sparse_neural_network.py
@@ -16,7 +16,7 @@ from paddle.trainer_config_helpers import *
 
 settings(batch_size=17, learning_method=AdaGradOptimizer(), learning_rate=1e-4)
 
-file_list = 'trainer/tests/fake_file_list.list'
+file_list = 'legacy/trainer/tests/fake_file_list.list'
 
 define_py_data_sources2(
     train_list=file_list,
diff --git a/paddle/trainer/tests/simple_sparse_neural_network_dp.py b/paddle/legacy/trainer/tests/simple_sparse_neural_network_dp.py
similarity index 100%
rename from paddle/trainer/tests/simple_sparse_neural_network_dp.py
rename to paddle/legacy/trainer/tests/simple_sparse_neural_network_dp.py
diff --git a/paddle/trainer/tests/testPyDataWrapper.py b/paddle/legacy/trainer/tests/testPyDataWrapper.py
similarity index 100%
rename from paddle/trainer/tests/testPyDataWrapper.py
rename to paddle/legacy/trainer/tests/testPyDataWrapper.py
diff --git a/paddle/trainer/tests/test_Compare.cpp b/paddle/legacy/trainer/tests/test_Compare.cpp
similarity index 97%
rename from paddle/trainer/tests/test_Compare.cpp
rename to paddle/legacy/trainer/tests/test_Compare.cpp
index f3a964acb6..496a148bf6 100644
--- a/paddle/trainer/tests/test_Compare.cpp
+++ b/paddle/legacy/trainer/tests/test_Compare.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <paddle/utils/PythonUtil.h>
 
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 #include <gtest/gtest.h>
 #include <cstdlib>
@@ -22,7 +22,8 @@ limitations under the License. */
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
-static const string& configFile = "trainer/tests/sample_trainer_config.conf";
+static const string& configFile =
+    "/legacy/trainer/tests/sample_trainer_config.conf";
 
 DECLARE_int32(gpu_id);
 DECLARE_bool(use_gpu);
diff --git a/paddle/trainer/tests/test_PyDataProviderWrapper.cpp b/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
similarity index 99%
rename from paddle/trainer/tests/test_PyDataProviderWrapper.cpp
rename to paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
index e3cd1c904d..94eaba2e2f 100644
--- a/paddle/trainer/tests/test_PyDataProviderWrapper.cpp
+++ b/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
@@ -26,7 +26,7 @@ limitations under the License. */
 #include "picojson.h"
 
 void checkValue(std::vector<paddle::Argument>& arguments, picojson::array& arr);
-const std::string kDir = "./trainer/tests/pydata_provider_wrapper_dir/";
+const std::string kDir = "./legacy/trainer/tests/pydata_provider_wrapper_dir/";
 
 TEST(PyDataProviderWrapper, SequenceData) {
   paddle::DataConfig conf;
diff --git a/paddle/trainer/tests/test_Trainer.cpp b/paddle/legacy/trainer/tests/test_Trainer.cpp
similarity index 91%
rename from paddle/trainer/tests/test_Trainer.cpp
rename to paddle/legacy/trainer/tests/test_Trainer.cpp
index 394038cf73..9fb80762fe 100644
--- a/paddle/trainer/tests/test_Trainer.cpp
+++ b/paddle/legacy/trainer/tests/test_Trainer.cpp
@@ -14,18 +14,19 @@ limitations under the License. */
 
 #include <paddle/utils/PythonUtil.h>
 #include <paddle/utils/Version.h>
-#include "paddle/trainer/Trainer.h"
+#include "paddle/legacy/trainer/Trainer.h"
 
 #include <gtest/gtest.h>
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
-static const string& configFile1 = "trainer/tests/sample_trainer_config.conf";
+static const string& configFile1 =
+    "legacy/trainer/tests/sample_trainer_config.conf";
 static const string& configFile2 =
-    "trainer/tests/sample_trainer_config_hsigmoid.conf";
+    "legacy/trainer/tests/sample_trainer_config_hsigmoid.conf";
 static const string& configFile4 =
-    "trainer/tests/sample_trainer_config_parallel.conf";
+    "legacy/trainer/tests/sample_trainer_config_parallel.conf";
 
 DECLARE_bool(use_gpu);
 DECLARE_string(config);
diff --git a/paddle/trainer/tests/test_TrainerOnePass.cpp b/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
similarity index 96%
rename from paddle/trainer/tests/test_TrainerOnePass.cpp
rename to paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
index 1e1b2d2bf4..0e25e35443 100644
--- a/paddle/trainer/tests/test_TrainerOnePass.cpp
+++ b/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include <paddle/utils/GlobalConstants.h>
 #include <paddle/utils/PythonUtil.h>
-#include "paddle/trainer/Trainer.h"
-#include "paddle/trainer/TrainerInternal.h"
+#include "paddle/legacy/trainer/Trainer.h"
+#include "paddle/legacy/trainer/TrainerInternal.h"
 
 #include <gtest/gtest.h>
 #include <paddle/legacy/pserver/ParameterServer2.h>
@@ -23,12 +23,13 @@ limitations under the License. */
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
-static const string& configFile1 = "trainer/tests/sample_trainer_config.conf";
+static const string& configFile1 =
+    "legacy/trainer/tests/sample_trainer_config.conf";
 static const string& configFile2 =
-    "trainer/tests/sample_trainer_config_parallel.conf";
+    "legacy/trainer/tests/sample_trainer_config_parallel.conf";
 
 static const string& configFileSimpleSparse =
-    "trainer/tests/simple_sparse_neural_network.py";
+    "legacy/trainer/tests/simple_sparse_neural_network.py";
 
 DECLARE_bool(use_gpu);
 DECLARE_string(config);
diff --git a/paddle/trainer/tests/test_config.conf b/paddle/legacy/trainer/tests/test_config.conf
similarity index 97%
rename from paddle/trainer/tests/test_config.conf
rename to paddle/legacy/trainer/tests/test_config.conf
index 2f86aaa753..bce687ad83 100644
--- a/paddle/trainer/tests/test_config.conf
+++ b/paddle/legacy/trainer/tests/test_config.conf
@@ -16,7 +16,7 @@
 from paddle.trainer_config_helpers import *
 
 TrainData(SimpleData(
-    files = "trainer/tests/sample_filelist.txt",
+    files = "legacy/trainer/tests/sample_filelist.txt",
     feat_dim = 3,
     context_len = 0,
     buffer_capacity = 1000000,
diff --git a/paddle/trainer/tests/test_gen_dict.txt b/paddle/legacy/trainer/tests/test_gen_dict.txt
similarity index 100%
rename from paddle/trainer/tests/test_gen_dict.txt
rename to paddle/legacy/trainer/tests/test_gen_dict.txt
diff --git a/paddle/trainer/tests/test_recurrent_machine_generation.cpp b/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
similarity index 90%
rename from paddle/trainer/tests/test_recurrent_machine_generation.cpp
rename to paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
index a8fbe31c2b..bd6ee0f01d 100644
--- a/paddle/trainer/tests/test_recurrent_machine_generation.cpp
+++ b/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <fstream>
 
-#include <paddle/trainer/Trainer.h>
+#include <paddle/legacy/trainer/Trainer.h>
 #include <paddle/utils/PythonUtil.h>
 
 #include <gtest/gtest.h>
@@ -22,13 +22,15 @@ limitations under the License. */
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
-static const string& CONFIG_FILE = "trainer/tests/sample_trainer_rnn_gen.conf";
+static const string& CONFIG_FILE =
+    "legacy/trainer/tests/sample_trainer_rnn_gen.conf";
 static const string& NEST_CONFIG_FILE =
-    "trainer/tests/sample_trainer_nest_rnn_gen.conf";
-static const string& OUTPUT_DIR = "trainer/tests/dump_text.test";
-static string modelDir = "trainer/tests/rnn_gen_test_model_dir/t1";  // NOLINT
-static string expectFile =                                           // NOLINT
-    "trainer/tests/rnn_gen_test_model_dir/r1.test";                  // NOLINT
+    "legacy/trainer/tests/sample_trainer_nest_rnn_gen.conf";
+static const string& OUTPUT_DIR = "legacy/trainer/tests/dump_text.test";
+static string modelDir =
+    "legacy/trainer/tests/rnn_gen_test_model_dir/t1";       // NOLINT
+static string expectFile =                                  // NOLINT
+    "legacy/trainer/tests/rnn_gen_test_model_dir/r1.test";  // NOLINT
 
 DECLARE_string(config_args);
 
diff --git a/paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list b/paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
deleted file mode 100644
index 0db50f34dd..0000000000
--- a/paddle/trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.list
+++ /dev/null
@@ -1 +0,0 @@
-trainer/tests/pydata_provider_wrapper_dir/test_pydata_provider_wrapper.data
diff --git a/paddle/trainer/tests/sample_filelist.txt b/paddle/trainer/tests/sample_filelist.txt
deleted file mode 100644
index 7db4c73535..0000000000
--- a/paddle/trainer/tests/sample_filelist.txt
+++ /dev/null
@@ -1 +0,0 @@
-trainer/tests/sample_data.txt
diff --git a/python/paddle/trainer/config_parser.py b/python/paddle/trainer/config_parser.py
index 460eb3b349..5b90facd49 100644
--- a/python/paddle/trainer/config_parser.py
+++ b/python/paddle/trainer/config_parser.py
@@ -67,7 +67,7 @@ extension_module_name=[MODULE_NAME], then config_parser will call
 MODULE_NAME.get_config_funcs(g_config)
 MODULE_NAME.get_config_funcs() should return a dictionary of name to functions,
 those functions will be available in the config file.
-See trainer/tests/config_parser_test.py for example
+See legacy/trainer/tests/config_parser_test.py for example
 
 To use this from paddle_trainer, paddle_trainer should be called with
 --config_args=extension_module_name=[MODULE_NAME]
diff --git a/python/setup.py.in b/python/setup.py.in
index 032784f4a2..d92abf6088 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -93,8 +93,8 @@ if '${CMAKE_SYSTEM_PROCESSOR}' not in ['arm', 'armv7-a', 'aarch64']:
 paddle_bins = ''
 if '${WITH_FLUID_ONLY}'== 'OFF':
     paddle_bin_dir = 'opt/paddle/bin'
-    paddle_bins = ['${PADDLE_BINARY_DIR}/paddle/trainer/paddle_trainer',
-                   '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_merge_model',
+    paddle_bins = ['${PADDLE_BINARY_DIR}/paddle/legacy/trainer/paddle_trainer',
+                   '${PADDLE_BINARY_DIR}/paddle/legacy/trainer/paddle_merge_model',
                    '${PADDLE_BINARY_DIR}/paddle/legacy/pserver/paddle_pserver_main',
                    '${PADDLE_BINARY_DIR}/paddle/scripts/paddle']
 
diff --git a/tools/codestyle/cpplint_pre_commit.hook b/tools/codestyle/cpplint_pre_commit.hook
index 041ba868af..f4190fb876 100755
--- a/tools/codestyle/cpplint_pre_commit.hook
+++ b/tools/codestyle/cpplint_pre_commit.hook
@@ -4,7 +4,7 @@ TOTAL_ERRORS=0
 
 # The trick to remove deleted files: https://stackoverflow.com/a/2413151
 for file in $(git diff --cached --name-status | awk '$1 != "D" {print $2}'); do
-    if [[ $file =~ ^(paddle/api/.*|paddle/capi/.*|paddle/contrib/.*|paddle/legacy/cuda/.*|paddle/legacy/function/.*|paddle/legacy/gserver/.*|paddle/legacy/math/.*|paddle/legacy/optimizer/.*|paddle/legacy/parameter/.*|paddle/legacy/pserver/.*|paddle/trainer/.*|paddle/utils/.*|paddle/testing/TestUtil.*) ]]; then
+    if [[ $file =~ ^(paddle/legacy/api/.*|paddle/legacy/capi/.*|paddle/contrib/.*|paddle/legacy/cuda/.*|paddle/legacy/function/.*|paddle/legacy/gserver/.*|paddle/legacy/math/.*|paddle/legacy/optimizer/.*|paddle/legacy/parameter/.*|paddle/legacy/pserver/.*|paddle/legacy/trainer/.*|paddle/utils/.*|paddle/testing/TestUtil.*) ]]; then
         continue;
     else
         cpplint --filter=-readability/fn_size $file;

From 2df8e2931f47abef31f2a6f5a8a281946049b8ed Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Tue, 3 Jul 2018 13:22:18 +0800
Subject: [PATCH 21/41] fix

---
 paddle/legacy/trainer/tests/test_Compare.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/paddle/legacy/trainer/tests/test_Compare.cpp b/paddle/legacy/trainer/tests/test_Compare.cpp
index 496a148bf6..9623c280eb 100644
--- a/paddle/legacy/trainer/tests/test_Compare.cpp
+++ b/paddle/legacy/trainer/tests/test_Compare.cpp
@@ -23,7 +23,7 @@ using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
 static const string& configFile =
-    "/legacy/trainer/tests/sample_trainer_config.conf";
+    "./legacy/trainer/tests/sample_trainer_config.conf";
 
 DECLARE_int32(gpu_id);
 DECLARE_bool(use_gpu);

From 91c5602d662a91a9f2e5a730459fccea35080fd6 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Tue, 3 Jul 2018 13:47:25 +0800
Subject: [PATCH 22/41] Add template specialization back

---
 paddle/fluid/string/printf.h | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index 062095a1c3..47de233773 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -83,6 +83,13 @@ void Fprintf(std::ostream& out, const char* fmt, const Args&... args) {
   tinyformat::vformat(out, fmt, tinyformat::makeFormatList(args...));
 }
 
+template <typename... Args>
+std::string Sprintf(const Args&... args) {
+  std::ostringstream oss;
+  Fprintf(oss, "");
+  return oss.str();
+}
+
 template <typename... Args>
 std::string Sprintf(const char* fmt, const Args&... args) {
   std::ostringstream oss;

From 0f03cbbde7223b13850c4a433865f001c0c0c3f6 Mon Sep 17 00:00:00 2001
From: minqiyang <minqiyang@baidu.com>
Date: Tue, 3 Jul 2018 14:11:40 +0800
Subject: [PATCH 23/41] Add sprintf test

---
 paddle/fluid/string/printf_test.cc | 1 +
 1 file changed, 1 insertion(+)

diff --git a/paddle/fluid/string/printf_test.cc b/paddle/fluid/string/printf_test.cc
index 678029f935..544b12ef3a 100644
--- a/paddle/fluid/string/printf_test.cc
+++ b/paddle/fluid/string/printf_test.cc
@@ -27,4 +27,5 @@ TEST(StringPrintf, StringPrintf) {
   EXPECT_EQ(std::string("Wednesday, July 27, 14:44"),
             paddle::string::Sprintf("%s, %s %d, %.2d:%.2d", weekday, month, day,
                                     hour, min));
+  EXPECT_EQ(std::string(""), paddle::string::Sprintf());
 }

From 94cb59ad097851a7806f43c308f164437d0e15d6 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Tue, 3 Jul 2018 14:16:53 +0800
Subject: [PATCH 24/41] hide utils to legacy

---
 README.md                                          |  2 ++
 go/CMakeLists.txt                                  |  2 +-
 go/cmd/master/master.go                            |  2 +-
 go/pserver/etcd_client.go                          |  2 +-
 paddle/CMakeLists.txt                              |  2 +-
 ...addle_inference_api_tensorrt_subgraph_engine.cc |  2 +-
 .../inference/tensorrt/convert/io_converter.h      |  2 +-
 .../inference/tensorrt/convert/op_converter.h      |  2 +-
 .../fluid/inference/tensorrt/convert/ut_helper.h   |  2 +-
 paddle/fluid/inference/tensorrt/engine.h           |  2 +-
 paddle/fluid/operators/positive_negative_pair_op.h |  2 +-
 paddle/fluid/operators/tensorrt_engine_op.cc       |  2 +-
 paddle/fluid/platform/float16_test.cu              |  2 +-
 paddle/legacy/api/Paddle.i                         |  2 +-
 paddle/legacy/api/PaddleAPI.h                      |  4 ++--
 paddle/legacy/api/SequenceGenerator.cpp            |  2 +-
 paddle/legacy/api/Trainer.cpp                      |  2 +-
 paddle/legacy/api/Util.cpp                         |  8 ++++----
 paddle/legacy/capi/Main.cpp                        |  4 ++--
 paddle/legacy/capi/tests/test_Arguments.cpp        |  2 +-
 paddle/legacy/capi/tests/test_GradientMachine.cpp  |  2 +-
 paddle/legacy/cuda/include/hl_base.h               |  2 +-
 paddle/legacy/cuda/include/hl_gpu_gru.cuh          |  2 +-
 paddle/legacy/cuda/include/hl_gpu_lstm.cuh         |  2 +-
 .../legacy/cuda/include/hl_gpu_matrix_kernel.cuh   |  2 +-
 paddle/legacy/cuda/src/hl_cuda_aggregate.cu        |  2 +-
 paddle/legacy/cuda/src/hl_cuda_cublas.cc           |  4 ++--
 paddle/legacy/cuda/src/hl_cuda_cudnn.cc            |  4 ++--
 paddle/legacy/cuda/src/hl_cuda_device.cc           |  4 ++--
 paddle/legacy/cuda/src/hl_cuda_lstm.cu             |  2 +-
 paddle/legacy/cuda/src/hl_cuda_matrix.cu           |  2 +-
 paddle/legacy/cuda/src/hl_cuda_sequence.cu         |  2 +-
 paddle/legacy/cuda/src/hl_cuda_sparse.cu           |  2 +-
 paddle/legacy/cuda/src/hl_table_apply.cu           |  2 +-
 paddle/legacy/cuda/src/hl_top_k.cu                 |  2 +-
 paddle/legacy/cuda/src/hl_warpctc_wrap.cc          |  4 ++--
 paddle/legacy/function/Function.h                  |  6 +++---
 paddle/legacy/function/MulOp.cpp                   |  2 +-
 .../gserver/activations/ActivationFunction.cpp     |  4 ++--
 .../gserver/activations/ActivationFunction.h       |  2 +-
 .../gserver/activations/MKLDNNActivation.cpp       |  2 +-
 .../legacy/gserver/dataproviders/DataProvider.cpp  |  8 ++++----
 paddle/legacy/gserver/dataproviders/DataProvider.h | 14 +++++++-------
 .../gserver/dataproviders/MultiDataProvider.cpp    |  4 ++--
 .../gserver/dataproviders/PyDataProvider.cpp       |  6 +++---
 .../legacy/gserver/dataproviders/PyDataProvider.h  |  2 +-
 .../gserver/dataproviders/PyDataProvider2.cpp      |  6 +++---
 .../gserver/evaluators/CTCErrorEvaluator.cpp       |  2 +-
 .../legacy/gserver/evaluators/ChunkEvaluator.cpp   |  2 +-
 paddle/legacy/gserver/evaluators/Evaluator.cpp     |  4 ++--
 paddle/legacy/gserver/evaluators/Evaluator.h       |  4 ++--
 .../gserver/gradientmachines/GradientMachine.cpp   |  2 +-
 .../gserver/gradientmachines/GradientMachine.h     |  2 +-
 .../gradientmachines/MultiGradientMachine.cpp      |  4 ++--
 .../gradientmachines/MultiGradientMachine.h        |  4 ++--
 .../gserver/gradientmachines/MultiNetwork.cpp      |  4 ++--
 .../legacy/gserver/gradientmachines/MultiNetwork.h |  2 +-
 .../gserver/gradientmachines/NeuralNetwork.cpp     |  8 ++++----
 .../gserver/gradientmachines/NeuralNetwork.h       |  2 +-
 .../gradientmachines/ParallelNeuralNetwork.cpp     |  4 ++--
 .../gradientmachines/RecurrentGradientMachine.cpp  |  6 +++---
 .../gradientmachines/RecurrentGradientMachine.h    |  2 +-
 paddle/legacy/gserver/layers/AddtoLayer.cpp        |  4 ++--
 paddle/legacy/gserver/layers/AddtoLayer.h          |  2 +-
 paddle/legacy/gserver/layers/AgentLayer.cpp        |  4 ++--
 paddle/legacy/gserver/layers/AgentLayer.h          |  2 +-
 paddle/legacy/gserver/layers/AverageLayer.cpp      |  4 ++--
 .../legacy/gserver/layers/BatchNormBaseLayer.cpp   |  2 +-
 paddle/legacy/gserver/layers/BatchNormBaseLayer.h  |  2 +-
 .../gserver/layers/BatchNormalizationLayer.cpp     |  2 +-
 .../legacy/gserver/layers/BilinearInterpLayer.cpp  |  4 ++--
 paddle/legacy/gserver/layers/BlockExpandLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/ConcatenateLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/ContextProjection.cpp |  2 +-
 paddle/legacy/gserver/layers/Conv3DLayer.cpp       |  4 ++--
 paddle/legacy/gserver/layers/ConvBaseLayer.cpp     |  2 +-
 .../legacy/gserver/layers/ConvBaseProjection.cpp   |  2 +-
 paddle/legacy/gserver/layers/ConvProjection.cpp    |  2 +-
 paddle/legacy/gserver/layers/ConvShiftLayer.cpp    |  4 ++--
 .../legacy/gserver/layers/ConvTransProjection.cpp  |  2 +-
 .../gserver/layers/ConvexCombinationLayer.cpp      |  4 ++--
 paddle/legacy/gserver/layers/CosSimLayer.cpp       |  4 ++--
 paddle/legacy/gserver/layers/CosSimLayer.h         |  2 +-
 paddle/legacy/gserver/layers/CosSimVecMatLayer.cpp |  4 ++--
 paddle/legacy/gserver/layers/CostLayer.cpp         |  2 +-
 paddle/legacy/gserver/layers/CropLayer.cpp         |  2 +-
 .../legacy/gserver/layers/CudnnBatchNormLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/CudnnBatchNormLayer.h |  2 +-
 .../legacy/gserver/layers/CudnnConvBaseLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/CudnnPoolLayer.cpp    |  4 ++--
 paddle/legacy/gserver/layers/DataNormLayer.cpp     |  4 ++--
 paddle/legacy/gserver/layers/DataNormLayer.h       |  2 +-
 paddle/legacy/gserver/layers/DeConv3DLayer.cpp     |  4 ++--
 paddle/legacy/gserver/layers/DotProdLayer.cpp      |  4 ++--
 paddle/legacy/gserver/layers/EosIdCheckLayer.cpp   |  2 +-
 paddle/legacy/gserver/layers/ExpandConvLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/ExpandLayer.cpp       |  4 ++--
 .../gserver/layers/FactorizationMachineLayer.cpp   |  4 ++--
 .../gserver/layers/FactorizationMachineLayer.h     |  2 +-
 .../gserver/layers/FeatureMapExpandLayer.cpp       |  2 +-
 .../legacy/gserver/layers/FullMatrixProjection.h   |  2 +-
 .../legacy/gserver/layers/FullyConnectedLayer.cpp  |  4 ++--
 paddle/legacy/gserver/layers/FullyConnectedLayer.h |  2 +-
 .../legacy/gserver/layers/GatedRecurrentLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/GruCompute.cpp        |  2 +-
 paddle/legacy/gserver/layers/GruCompute.h          |  2 +-
 paddle/legacy/gserver/layers/GruStepLayer.cpp      |  2 +-
 .../gserver/layers/HierarchicalSigmoidLayer.cpp    |  2 +-
 .../legacy/gserver/layers/IdentityProjection.cpp   |  2 +-
 .../legacy/gserver/layers/InterpolationLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/L2DistanceLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/Layer.cpp             |  6 +++---
 paddle/legacy/gserver/layers/Layer.h               |  4 ++--
 paddle/legacy/gserver/layers/LstmCompute.cpp       |  2 +-
 paddle/legacy/gserver/layers/LstmCompute.h         |  2 +-
 paddle/legacy/gserver/layers/LstmLayer.cpp         |  2 +-
 paddle/legacy/gserver/layers/LstmStepLayer.cpp     |  2 +-
 paddle/legacy/gserver/layers/MKLDNNConvLayer.cpp   |  2 +-
 paddle/legacy/gserver/layers/MKLDNNFcLayer.cpp     |  2 +-
 paddle/legacy/gserver/layers/MKLDNNLRNLayer.cpp    |  2 +-
 paddle/legacy/gserver/layers/MKLDNNLayer.h         |  2 +-
 paddle/legacy/gserver/layers/MKLDNNPoolLayer.cpp   |  2 +-
 paddle/legacy/gserver/layers/MaxLayer.cpp          |  4 ++--
 paddle/legacy/gserver/layers/MaxLayer.h            |  2 +-
 .../legacy/gserver/layers/MaxPoolWithMaskLayer.cpp |  4 ++--
 paddle/legacy/gserver/layers/MixedLayer.cpp        |  2 +-
 paddle/legacy/gserver/layers/MultinomialSampler.h  |  2 +-
 paddle/legacy/gserver/layers/MultiplexLayer.cpp    |  4 ++--
 paddle/legacy/gserver/layers/NormLayer.cpp         |  2 +-
 .../legacy/gserver/layers/NormProjectionLayer.cpp  |  4 ++--
 paddle/legacy/gserver/layers/OuterProdLayer.cpp    |  4 ++--
 paddle/legacy/gserver/layers/PadLayer.cpp          |  2 +-
 .../legacy/gserver/layers/ParameterReluLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/ParameterReluLayer.h  |  2 +-
 paddle/legacy/gserver/layers/Pool3DLayer.cpp       |  2 +-
 paddle/legacy/gserver/layers/PoolLayer.cpp         |  2 +-
 .../legacy/gserver/layers/PoolProjectionLayer.cpp  |  4 ++--
 paddle/legacy/gserver/layers/PowerLayer.cpp        |  4 ++--
 paddle/legacy/gserver/layers/RecurrentLayer.h      |  2 +-
 .../legacy/gserver/layers/RecurrentLayerGroup.cpp  |  2 +-
 paddle/legacy/gserver/layers/RowConvLayer.cpp      |  2 +-
 .../legacy/gserver/layers/ScaleSubRegionLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/ScalingLayer.cpp      |  4 ++--
 .../layers/SelectiveFullyConnectedLayer.cpp        |  4 ++--
 .../gserver/layers/SelectiveFullyConnectedLayer.h  |  2 +-
 .../legacy/gserver/layers/SequenceConcatLayer.cpp  |  4 ++--
 .../gserver/layers/SequenceLastInstanceLayer.cpp   |  4 ++--
 paddle/legacy/gserver/layers/SequencePoolLayer.cpp |  2 +-
 .../legacy/gserver/layers/SequenceReshapeLayer.cpp |  4 ++--
 .../legacy/gserver/layers/SequenceSliceLayer.cpp   |  4 ++--
 .../legacy/gserver/layers/SlopeInterceptLayer.cpp  |  4 ++--
 .../gserver/layers/SpatialPyramidPoolLayer.h       |  2 +-
 .../gserver/layers/SubNestedSequenceLayer.cpp      |  4 ++--
 paddle/legacy/gserver/layers/SubSequenceLayer.cpp  |  4 ++--
 paddle/legacy/gserver/layers/SumToOneNormLayer.cpp |  4 ++--
 paddle/legacy/gserver/layers/SwitchOrderLayer.cpp  |  2 +-
 paddle/legacy/gserver/layers/TensorLayer.cpp       |  4 ++--
 paddle/legacy/gserver/layers/TensorLayer.h         |  2 +-
 paddle/legacy/gserver/layers/TransLayer.cpp        |  2 +-
 .../layers/TransposedFullMatrixProjection.cpp      |  2 +-
 paddle/legacy/gserver/layers/UpsampleLayer.h       |  4 ++--
 paddle/legacy/gserver/layers/ValidationLayer.cpp   |  2 +-
 paddle/legacy/gserver/tests/test_BatchNorm.cpp     |  2 +-
 paddle/legacy/gserver/tests/test_CompareSparse.cpp |  2 +-
 .../legacy/gserver/tests/test_CompareTwoNets.cpp   |  2 +-
 paddle/legacy/gserver/tests/test_ConvTrans.cpp     |  2 +-
 paddle/legacy/gserver/tests/test_ConvUnify.cpp     |  2 +-
 paddle/legacy/gserver/tests/test_KmaxSeqScore.cpp  |  2 +-
 .../legacy/gserver/tests/test_LinearChainCRF.cpp   |  2 +-
 paddle/legacy/gserver/tests/test_MKLDNN.cpp        |  2 +-
 .../gserver/tests/test_MultinomialSampler.cpp      |  4 ++--
 .../legacy/gserver/tests/test_NetworkCompare.cpp   |  4 ++--
 .../legacy/gserver/tests/test_PyDataProvider.cpp   |  2 +-
 .../legacy/gserver/tests/test_PyDataProvider2.cpp  |  4 ++--
 .../tests/test_RecurrentGradientMachine.cpp        |  6 +++---
 .../legacy/gserver/tests/test_RecurrentLayer.cpp   |  2 +-
 .../legacy/gserver/tests/test_SelectiveFCLayer.cpp |  2 +-
 paddle/legacy/gserver/tests/test_WarpCTCLayer.cpp  |  2 +-
 paddle/legacy/math/Allocator.h                     |  2 +-
 paddle/legacy/math/BaseMatrix.cu                   |  2 +-
 paddle/legacy/math/BaseMatrix.h                    |  2 +-
 paddle/legacy/math/CpuSparseMatrix.cpp             |  2 +-
 paddle/legacy/math/MathFunctions.cpp               |  2 +-
 paddle/legacy/math/MathUtils.cpp                   |  2 +-
 paddle/legacy/math/Matrix.cpp                      |  4 ++--
 paddle/legacy/math/Matrix.h                        |  8 ++++----
 paddle/legacy/math/MatrixBitCode.cpp               |  4 ++--
 paddle/legacy/math/RowBuffer.h                     |  2 +-
 paddle/legacy/math/SparseMatrix.cpp                |  2 +-
 paddle/legacy/math/SparseRowMatrix.cpp             |  6 +++---
 paddle/legacy/math/SparseRowMatrix.h               |  2 +-
 paddle/legacy/math/Storage.cpp                     |  4 ++--
 paddle/legacy/math/Storage.h                       |  2 +-
 paddle/legacy/math/TensorAssign.h                  |  2 +-
 paddle/legacy/math/TensorEvaluate.h                |  2 +-
 paddle/legacy/math/TensorExpression.h              |  4 ++--
 paddle/legacy/math/TrainingAlgorithmOp.cu          |  2 +-
 paddle/legacy/math/TrainingAlgorithmOp.h           |  2 +-
 paddle/legacy/math/Vector.cpp                      | 10 +++++-----
 paddle/legacy/math/Vector.h                        |  4 ++--
 paddle/legacy/math/tests/OriginalOptimizerApi.h    |  2 +-
 paddle/legacy/math/tests/PerfUtils.h               |  2 +-
 paddle/legacy/math/tests/test_Allocator.cpp        |  4 ++--
 paddle/legacy/math/tests/test_CpuGpuVector.cpp     |  2 +-
 paddle/legacy/math/tests/test_ExecViaCpu.cpp       |  4 ++--
 paddle/legacy/math/tests/test_FPException.cpp      |  2 +-
 paddle/legacy/math/tests/test_GpuProfiler.cpp      |  4 ++--
 paddle/legacy/math/tests/test_SIMDFunctions.cpp    |  2 +-
 paddle/legacy/math/tests/test_SparseMatrix.cpp     |  2 +-
 .../legacy/math/tests/test_TrainingAlgorithm.cpp   |  2 +-
 paddle/legacy/math/tests/test_matrixCompare.cpp    |  6 +++---
 paddle/legacy/math/tests/test_matrixUtil.h         |  2 +-
 .../legacy/math/tests/test_sparseMatrixCompare.cpp |  2 +-
 paddle/legacy/optimizer/serialization.h            |  2 +-
 paddle/legacy/optimizer/tensor.h                   |  4 ++--
 paddle/legacy/parameter/Argument.h                 |  4 ++--
 paddle/legacy/parameter/FirstOrderOptimizer.cpp    |  4 ++--
 paddle/legacy/parameter/LearningRateScheduler.cpp  |  2 +-
 paddle/legacy/parameter/LearningRateScheduler.h    |  2 +-
 paddle/legacy/parameter/Parameter.cpp              |  2 +-
 paddle/legacy/parameter/Parameter.h                | 10 +++++-----
 paddle/legacy/parameter/ParameterOptimizer.cpp     |  2 +-
 .../legacy/parameter/ParameterUpdateFunctions.cpp  |  2 +-
 paddle/legacy/parameter/ParameterUpdateFunctions.h |  2 +-
 paddle/legacy/parameter/ParameterUpdaterBase.cpp   |  2 +-
 paddle/legacy/parameter/ParameterUpdaterHook.cpp   |  4 ++--
 paddle/legacy/parameter/Regularizer.cpp            |  4 ++--
 paddle/legacy/parameter/Weight.cpp                 |  2 +-
 paddle/legacy/parameter/tests/test_common.cpp      |  8 ++++----
 paddle/legacy/pserver/BaseClient.cpp               |  2 +-
 paddle/legacy/pserver/BaseClient.h                 |  4 ++--
 paddle/legacy/pserver/LightNetwork.cpp             |  4 ++--
 paddle/legacy/pserver/LightNetwork.h               |  2 +-
 paddle/legacy/pserver/ParameterClient2.cpp         |  6 +++---
 paddle/legacy/pserver/ParameterClient2.h           | 10 +++++-----
 paddle/legacy/pserver/ParameterServer2.cpp         |  8 ++++----
 paddle/legacy/pserver/ParameterServer2.h           |  8 ++++----
 paddle/legacy/pserver/ParameterServerController.h  |  2 +-
 paddle/legacy/pserver/RDMANetwork.h                |  2 +-
 paddle/legacy/pserver/SocketChannel.cpp            |  2 +-
 paddle/legacy/pserver/SocketChannel.h              |  2 +-
 .../legacy/pserver/SparseParameterDistribution.cpp |  4 ++--
 .../legacy/pserver/SparseParameterDistribution.h   |  2 +-
 paddle/legacy/pserver/test/SocketTest.cpp          |  4 ++--
 .../legacy/pserver/test/test_ParameterServer2.cpp  |  4 ++--
 paddle/legacy/pserver/test/test_ProtoServer.cpp    |  4 ++--
 paddle/legacy/trainer/MergeModel.cpp               |  2 +-
 .../legacy/trainer/NewRemoteParameterUpdater.cpp   |  2 +-
 paddle/legacy/trainer/NewRemoteParameterUpdater.h  |  4 ++--
 paddle/legacy/trainer/ParamUtil.cpp                | 10 +++++-----
 paddle/legacy/trainer/ParamUtil.h                  |  2 +-
 paddle/legacy/trainer/ParameterUpdater.cpp         |  4 ++--
 paddle/legacy/trainer/ParameterUpdater.h           |  4 ++--
 paddle/legacy/trainer/RemoteParameterUpdater.cpp   |  4 ++--
 paddle/legacy/trainer/RemoteParameterUpdater.h     |  4 ++--
 paddle/legacy/trainer/Tester.cpp                   |  8 ++++----
 paddle/legacy/trainer/Tester.h                     |  2 +-
 paddle/legacy/trainer/TesterConfig.h               |  2 +-
 paddle/legacy/trainer/ThreadParameterUpdater.cpp   |  4 ++--
 paddle/legacy/trainer/ThreadParameterUpdater.h     |  2 +-
 paddle/legacy/trainer/Trainer.cpp                  | 10 +++++-----
 paddle/legacy/trainer/Trainer.h                    |  2 +-
 paddle/legacy/trainer/TrainerBenchmark.cpp         |  4 ++--
 paddle/legacy/trainer/TrainerConfigHelper.cpp      |  4 ++--
 paddle/legacy/trainer/TrainerConfigHelper.h        |  4 ++--
 paddle/legacy/trainer/TrainerInternal.cpp          |  8 ++++----
 paddle/legacy/trainer/TrainerInternal.h            |  2 +-
 paddle/legacy/trainer/TrainerInternalConfig.h      |  2 +-
 paddle/legacy/trainer/TrainerMain.cpp              |  2 +-
 paddle/legacy/trainer/tests/test_Compare.cpp       |  2 +-
 .../trainer/tests/test_PyDataProviderWrapper.cpp   |  2 +-
 paddle/legacy/trainer/tests/test_Trainer.cpp       |  4 ++--
 .../legacy/trainer/tests/test_TrainerOnePass.cpp   |  4 ++--
 .../tests/test_recurrent_machine_generation.cpp    |  2 +-
 paddle/{ => legacy}/utils/.gitignore               |  0
 paddle/{ => legacy}/utils/Any.h                    |  0
 paddle/{ => legacy}/utils/CMakeLists.txt           |  0
 paddle/{ => legacy}/utils/ClassRegistrar.h         |  0
 paddle/{ => legacy}/utils/Common.h                 |  0
 paddle/{ => legacy}/utils/CpuId.cpp                |  4 ++--
 paddle/{ => legacy}/utils/CpuId.h                  |  0
 paddle/{ => legacy}/utils/CustomStackTrace.cpp     |  0
 paddle/{ => legacy}/utils/CustomStackTrace.h       |  0
 paddle/{ => legacy}/utils/DynamicLoader.cpp        |  0
 paddle/{ => legacy}/utils/DynamicLoader.h          |  0
 paddle/{ => legacy}/utils/Error.h                  |  0
 paddle/{ => legacy}/utils/Excepts.h                |  0
 paddle/{ => legacy}/utils/Flags.cpp                |  0
 paddle/{ => legacy}/utils/Flags.h                  |  0
 paddle/{ => legacy}/utils/GlobalConstants.cpp      |  0
 paddle/{ => legacy}/utils/GlobalConstants.h        |  0
 paddle/{ => legacy}/utils/Locks.h                  |  0
 paddle/{ => legacy}/utils/Logging.cpp              |  0
 paddle/{ => legacy}/utils/Logging.h                |  0
 paddle/{ => legacy}/utils/PythonUtil.cpp           |  0
 paddle/{ => legacy}/utils/PythonUtil.h             |  2 +-
 paddle/{ => legacy}/utils/Queue.h                  |  0
 paddle/{ => legacy}/utils/Stat.cpp                 |  0
 paddle/{ => legacy}/utils/Stat.h                   |  0
 paddle/{ => legacy}/utils/StringUtil.cpp           |  0
 paddle/{ => legacy}/utils/StringUtil.h             |  0
 paddle/{ => legacy}/utils/Thread.h                 |  0
 paddle/{ => legacy}/utils/ThreadLocal.cpp          |  0
 paddle/{ => legacy}/utils/ThreadLocal.h            |  0
 paddle/{ => legacy}/utils/Util.cpp                 |  0
 paddle/{ => legacy}/utils/Util.h                   |  0
 paddle/{ => legacy}/utils/Version.cpp              |  0
 paddle/{ => legacy}/utils/Version.h                |  0
 paddle/{ => legacy}/utils/arch/linux/Locks.cpp     |  4 ++--
 paddle/{ => legacy}/utils/arch/osx/Excepts.cpp     |  2 +-
 paddle/{ => legacy}/utils/arch/osx/Locks.cpp       |  4 ++--
 paddle/{ => legacy}/utils/enable_virtualenv.py     |  0
 paddle/{ => legacy}/utils/tests/CMakeLists.txt     |  2 +-
 .../utils/tests/test_CustomStackTrace.cpp          |  8 ++++----
 .../utils/tests/test_CustomStackTracePrint.cpp     |  6 +++---
 .../utils/tests/test_CustomStackTracePrint.sh      |  0
 paddle/{ => legacy}/utils/tests/test_Error.cpp     |  2 +-
 paddle/{ => legacy}/utils/tests/test_SIMDFlags.cpp |  6 +++---
 paddle/{ => legacy}/utils/tests/test_SpinLock.cpp  |  6 +++---
 .../{ => legacy}/utils/tests/test_StringUtils.cpp  |  2 +-
 paddle/{ => legacy}/utils/tests/test_Thread.cpp    |  2 +-
 .../utils/tests/test_ThreadBarrier.cpp             |  6 +++---
 paddle/testing/TestMain.cpp                        |  2 +-
 proto/README.md                                    |  3 +++
 python/CMakeLists.txt                              |  2 +-
 tools/codestyle/cpplint_pre_commit.hook            |  2 +-
 326 files changed, 468 insertions(+), 463 deletions(-)
 rename paddle/{ => legacy}/utils/.gitignore (100%)
 rename paddle/{ => legacy}/utils/Any.h (100%)
 rename paddle/{ => legacy}/utils/CMakeLists.txt (100%)
 rename paddle/{ => legacy}/utils/ClassRegistrar.h (100%)
 rename paddle/{ => legacy}/utils/Common.h (100%)
 rename paddle/{ => legacy}/utils/CpuId.cpp (96%)
 rename paddle/{ => legacy}/utils/CpuId.h (100%)
 rename paddle/{ => legacy}/utils/CustomStackTrace.cpp (100%)
 rename paddle/{ => legacy}/utils/CustomStackTrace.h (100%)
 rename paddle/{ => legacy}/utils/DynamicLoader.cpp (100%)
 rename paddle/{ => legacy}/utils/DynamicLoader.h (100%)
 rename paddle/{ => legacy}/utils/Error.h (100%)
 rename paddle/{ => legacy}/utils/Excepts.h (100%)
 rename paddle/{ => legacy}/utils/Flags.cpp (100%)
 rename paddle/{ => legacy}/utils/Flags.h (100%)
 rename paddle/{ => legacy}/utils/GlobalConstants.cpp (100%)
 rename paddle/{ => legacy}/utils/GlobalConstants.h (100%)
 rename paddle/{ => legacy}/utils/Locks.h (100%)
 rename paddle/{ => legacy}/utils/Logging.cpp (100%)
 rename paddle/{ => legacy}/utils/Logging.h (100%)
 rename paddle/{ => legacy}/utils/PythonUtil.cpp (100%)
 rename paddle/{ => legacy}/utils/PythonUtil.h (99%)
 rename paddle/{ => legacy}/utils/Queue.h (100%)
 rename paddle/{ => legacy}/utils/Stat.cpp (100%)
 rename paddle/{ => legacy}/utils/Stat.h (100%)
 rename paddle/{ => legacy}/utils/StringUtil.cpp (100%)
 rename paddle/{ => legacy}/utils/StringUtil.h (100%)
 rename paddle/{ => legacy}/utils/Thread.h (100%)
 rename paddle/{ => legacy}/utils/ThreadLocal.cpp (100%)
 rename paddle/{ => legacy}/utils/ThreadLocal.h (100%)
 rename paddle/{ => legacy}/utils/Util.cpp (100%)
 rename paddle/{ => legacy}/utils/Util.h (100%)
 rename paddle/{ => legacy}/utils/Version.cpp (100%)
 rename paddle/{ => legacy}/utils/Version.h (100%)
 rename paddle/{ => legacy}/utils/arch/linux/Locks.cpp (97%)
 rename paddle/{ => legacy}/utils/arch/osx/Excepts.cpp (97%)
 rename paddle/{ => legacy}/utils/arch/osx/Locks.cpp (97%)
 rename paddle/{ => legacy}/utils/enable_virtualenv.py (100%)
 rename paddle/{ => legacy}/utils/tests/CMakeLists.txt (84%)
 rename paddle/{ => legacy}/utils/tests/test_CustomStackTrace.cpp (94%)
 rename paddle/{ => legacy}/utils/tests/test_CustomStackTracePrint.cpp (86%)
 rename paddle/{ => legacy}/utils/tests/test_CustomStackTracePrint.sh (100%)
 rename paddle/{ => legacy}/utils/tests/test_Error.cpp (96%)
 rename paddle/{ => legacy}/utils/tests/test_SIMDFlags.cpp (94%)
 rename paddle/{ => legacy}/utils/tests/test_SpinLock.cpp (93%)
 rename paddle/{ => legacy}/utils/tests/test_StringUtils.cpp (95%)
 rename paddle/{ => legacy}/utils/tests/test_Thread.cpp (98%)
 rename paddle/{ => legacy}/utils/tests/test_ThreadBarrier.cpp (94%)
 create mode 100644 proto/README.md

diff --git a/README.md b/README.md
index 63abca069a..eb99ed21d0 100644
--- a/README.md
+++ b/README.md
@@ -18,6 +18,8 @@ learning to many products at Baidu.
 Our vision is to enable deep learning for everyone via PaddlePaddle.
 Please refer to our [release announcement](https://github.com/PaddlePaddle/Paddle/releases) to track the latest feature of PaddlePaddle.
 
+### Lastest PaddlePaddle Version: [Fluid](https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/fluid)
+
 ## Features
 
 - **Flexibility**
diff --git a/go/CMakeLists.txt b/go/CMakeLists.txt
index f3a9296c2c..839b75a259 100644
--- a/go/CMakeLists.txt
+++ b/go/CMakeLists.txt
@@ -20,4 +20,4 @@ add_subdirectory(master/c)
 add_subdirectory(master)
 add_subdirectory(pserver)
 add_subdirectory(pserver/client)
-add_subdirectory(utils/networkhelper)
+add_subdirectory(legacy/utils/networkhelper)
diff --git a/go/cmd/master/master.go b/go/cmd/master/master.go
index 537df59c86..6c1e4c7198 100644
--- a/go/cmd/master/master.go
+++ b/go/cmd/master/master.go
@@ -28,8 +28,8 @@ import (
 	log "github.com/inconshreveable/log15"
 	"github.com/namsral/flag"
 
+	"github.com/PaddlePaddle/Paddle/go/legacy/utils/networkhelper"
 	"github.com/PaddlePaddle/Paddle/go/master"
-	"github.com/PaddlePaddle/Paddle/go/utils/networkhelper"
 )
 
 func main() {
diff --git a/go/pserver/etcd_client.go b/go/pserver/etcd_client.go
index 719013b1bb..80b1abee5e 100644
--- a/go/pserver/etcd_client.go
+++ b/go/pserver/etcd_client.go
@@ -21,7 +21,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/PaddlePaddle/Paddle/go/utils/networkhelper"
+	"github.com/PaddlePaddle/Paddle/go/legacy/utils/networkhelper"
 	"github.com/coreos/etcd/clientv3"
 	"github.com/coreos/etcd/clientv3/concurrency"
 	log "github.com/inconshreveable/log15"
diff --git a/paddle/CMakeLists.txt b/paddle/CMakeLists.txt
index e1f65e505e..6653244507 100644
--- a/paddle/CMakeLists.txt
+++ b/paddle/CMakeLists.txt
@@ -1,7 +1,7 @@
 if(NOT WITH_FLUID_ONLY)
   add_subdirectory(legacy/cuda)
   add_subdirectory(legacy/function)
-  add_subdirectory(utils)
+  add_subdirectory(legacy/utils)
   add_subdirectory(legacy/math)
   add_subdirectory(legacy/gserver)
   add_subdirectory(legacy/parameter)
diff --git a/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc b/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
index a11396cee9..14554545d9 100644
--- a/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
+++ b/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
@@ -15,7 +15,7 @@
 #include "paddle/contrib/inference/paddle_inference_api.h"
 #include "paddle/contrib/inference/paddle_inference_api_impl.h"
 #include "paddle/fluid/inference/analysis/analyzer.h"
-#include "paddle/fluid/inference/utils/singleton.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 
 namespace paddle {
 
diff --git a/paddle/fluid/inference/tensorrt/convert/io_converter.h b/paddle/fluid/inference/tensorrt/convert/io_converter.h
index 71c48e085d..fc8881f80c 100644
--- a/paddle/fluid/inference/tensorrt/convert/io_converter.h
+++ b/paddle/fluid/inference/tensorrt/convert/io_converter.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <string>
 #include <unordered_map>
 #include "paddle/fluid/framework/lod_tensor.h"
-#include "paddle/fluid/inference/utils/singleton.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/convert/op_converter.h b/paddle/fluid/inference/tensorrt/convert/op_converter.h
index 6697952051..bf4e07fed0 100644
--- a/paddle/fluid/inference/tensorrt/convert/op_converter.h
+++ b/paddle/fluid/inference/tensorrt/convert/op_converter.h
@@ -19,8 +19,8 @@ limitations under the License. */
 #include "paddle/fluid/framework/block_desc.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/scope.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
-#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/convert/ut_helper.h b/paddle/fluid/inference/tensorrt/convert/ut_helper.h
index 3b1f531adc..0003b16d4e 100644
--- a/paddle/fluid/inference/tensorrt/convert/ut_helper.h
+++ b/paddle/fluid/inference/tensorrt/convert/ut_helper.h
@@ -25,9 +25,9 @@ limitations under the License. */
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/inference/analysis/helper.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/convert/op_converter.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
-#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/engine.h b/paddle/fluid/inference/tensorrt/engine.h
index b06a9bbc67..42a596deb1 100644
--- a/paddle/fluid/inference/tensorrt/engine.h
+++ b/paddle/fluid/inference/tensorrt/engine.h
@@ -20,8 +20,8 @@ limitations under the License. */
 #include <unordered_map>
 #include <vector>
 #include "paddle/fluid/inference/engine.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/helper.h"
-#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/operators/positive_negative_pair_op.h b/paddle/fluid/operators/positive_negative_pair_op.h
index f20f33bbeb..db0a1002f4 100644
--- a/paddle/fluid/operators/positive_negative_pair_op.h
+++ b/paddle/fluid/operators/positive_negative_pair_op.h
@@ -14,7 +14,7 @@ limitations under the License. */
 #include <vector>
 #include "paddle/fluid/framework/eigen.h"
 #include "paddle/fluid/framework/op_registry.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 namespace operators {
diff --git a/paddle/fluid/operators/tensorrt_engine_op.cc b/paddle/fluid/operators/tensorrt_engine_op.cc
index 647cfc0a0a..b5d0578831 100644
--- a/paddle/fluid/operators/tensorrt_engine_op.cc
+++ b/paddle/fluid/operators/tensorrt_engine_op.cc
@@ -18,9 +18,9 @@
 #include <vector>
 
 #include "paddle/fluid/framework/op_registry.h"
+#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/convert/op_converter.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
-#include "paddle/fluid/inference/utils/singleton.h"
 #include "paddle/fluid/operators/tensorrt_engine_op.h"
 
 namespace paddle {
diff --git a/paddle/fluid/platform/float16_test.cu b/paddle/fluid/platform/float16_test.cu
index 577fc24ceb..1b9cf9b5d3 100644
--- a/paddle/fluid/platform/float16_test.cu
+++ b/paddle/fluid/platform/float16_test.cu
@@ -15,7 +15,7 @@ limitations under the License. */
 
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/tensor_util.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #define ARITHMETIC_KERNEL(op_type, sign)                                 \
   __global__ void op_type(const half* in1, const half* in2, half* out) { \
diff --git a/paddle/legacy/api/Paddle.i b/paddle/legacy/api/Paddle.i
index e6165fb106..7a1456a5c0 100644
--- a/paddle/legacy/api/Paddle.i
+++ b/paddle/legacy/api/Paddle.i
@@ -198,5 +198,5 @@ namespace std {
 %ignore ParameterConfigPrivate;
 %ignore OptimizationConfigPrivate;
 %ignore ParameterTraverseCallbackPrivate;
-%include "utils/GlobalConstants.h"
+%include "legacy/utils/GlobalConstants.h"
 %include "legacy/api/PaddleAPI.h"
diff --git a/paddle/legacy/api/PaddleAPI.h b/paddle/legacy/api/PaddleAPI.h
index ba3e815498..475984a3d5 100644
--- a/paddle/legacy/api/PaddleAPI.h
+++ b/paddle/legacy/api/PaddleAPI.h
@@ -20,8 +20,8 @@ limitations under the License. */
 #include <string>
 #include <vector>
 #include "paddle/legacy/gserver/gradientmachines/GradientMachine.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 /// Import PaddlePaddle's enumeration into global namespace.
 using namespace paddle::enumeration_wrapper;  // NOLINT
diff --git a/paddle/legacy/api/SequenceGenerator.cpp b/paddle/legacy/api/SequenceGenerator.cpp
index 96e075df50..2a73228f6d 100644
--- a/paddle/legacy/api/SequenceGenerator.cpp
+++ b/paddle/legacy/api/SequenceGenerator.cpp
@@ -19,7 +19,7 @@ limitations under the License. */
 #include "PaddleAPI.h"
 #include "paddle/legacy/gserver/gradientmachines/GradientMachine.h"
 #include "paddle/legacy/parameter/Argument.h"
-#include "paddle/utils/Flags.h"
+#include "paddle/legacy/utils/Flags.h"
 
 // used to represent partial sequence
 struct Path {
diff --git a/paddle/legacy/api/Trainer.cpp b/paddle/legacy/api/Trainer.cpp
index 8b39b962ee..e7c607201b 100644
--- a/paddle/legacy/api/Trainer.cpp
+++ b/paddle/legacy/api/Trainer.cpp
@@ -23,7 +23,7 @@ limitations under the License. */
 #include "paddle/legacy/trainer/ParamUtil.h"
 #include "paddle/legacy/trainer/Trainer.h"
 #include "paddle/legacy/trainer/TrainerInternal.h"
-#include "paddle/utils/Flags.h"
+#include "paddle/legacy/utils/Flags.h"
 
 using paddle::real;
 
diff --git a/paddle/legacy/api/Util.cpp b/paddle/legacy/api/Util.cpp
index d98daadbde..b458c4d90e 100644
--- a/paddle/legacy/api/Util.cpp
+++ b/paddle/legacy/api/Util.cpp
@@ -15,10 +15,10 @@ limitations under the License. */
 #include "PaddleAPI.h"
 
 #include "paddle/legacy/parameter/Parameter.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <algorithm>
 #include <iostream>
diff --git a/paddle/legacy/capi/Main.cpp b/paddle/legacy/capi/Main.cpp
index fd9275058a..17d8f00a88 100644
--- a/paddle/legacy/capi/Main.cpp
+++ b/paddle/legacy/capi/Main.cpp
@@ -19,8 +19,8 @@ limitations under the License. */
 #include "capi_private.h"
 #include "main.h"
 #include "paddle/legacy/trainer/TrainerConfigHelper.h"
-#include "paddle/utils/Excepts.h"
-#include "paddle/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Excepts.h"
+#include "paddle/legacy/utils/PythonUtil.h"
 
 static void initPaddle(int argc, char** argv) {
   paddle::initMain(argc, argv);
diff --git a/paddle/legacy/capi/tests/test_Arguments.cpp b/paddle/legacy/capi/tests/test_Arguments.cpp
index bb08adf716..6fb379719d 100644
--- a/paddle/legacy/capi/tests/test_Arguments.cpp
+++ b/paddle/legacy/capi/tests/test_Arguments.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include <functional>
 #include "capi.h"
 #include "gtest/gtest.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 static std::vector<paddle_real> randomBuffer(size_t bufSize) {
   auto& eng = paddle::ThreadLocalRandomEngine::get();
diff --git a/paddle/legacy/capi/tests/test_GradientMachine.cpp b/paddle/legacy/capi/tests/test_GradientMachine.cpp
index b86d2f2049..5d1b7cb6ca 100644
--- a/paddle/legacy/capi/tests/test_GradientMachine.cpp
+++ b/paddle/legacy/capi/tests/test_GradientMachine.cpp
@@ -19,7 +19,7 @@ limitations under the License. */
 #include <string.h>
 #include <type_traits>
 #include "capi.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 static std::vector<paddle_real> randomBuffer(size_t bufSize) {
   auto& eng = paddle::ThreadLocalRandomEngine::get();
diff --git a/paddle/legacy/cuda/include/hl_base.h b/paddle/legacy/cuda/include/hl_base.h
index 8451d2546d..bfe812a438 100644
--- a/paddle/legacy/cuda/include/hl_base.h
+++ b/paddle/legacy/cuda/include/hl_base.h
@@ -208,7 +208,7 @@ typedef struct {
 
 #include <cuda_runtime.h>
 #include "paddle/legacy/cuda/include/hl_cuda.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 extern __thread bool g_sync_flag;
 extern __thread cudaStream_t default_stream;
diff --git a/paddle/legacy/cuda/include/hl_gpu_gru.cuh b/paddle/legacy/cuda/include/hl_gpu_gru.cuh
index 9fcad2c3bc..8d299572c7 100644
--- a/paddle/legacy/cuda/include/hl_gpu_gru.cuh
+++ b/paddle/legacy/cuda/include/hl_gpu_gru.cuh
@@ -18,7 +18,7 @@ limitations under the License. */
 
 #ifdef __NVCC__
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 /*
  * threads(framePerBlock, batchPerBlock)
diff --git a/paddle/legacy/cuda/include/hl_gpu_lstm.cuh b/paddle/legacy/cuda/include/hl_gpu_lstm.cuh
index 92517a44d2..aae011b838 100644
--- a/paddle/legacy/cuda/include/hl_gpu_lstm.cuh
+++ b/paddle/legacy/cuda/include/hl_gpu_lstm.cuh
@@ -18,7 +18,7 @@ limitations under the License. */
 
 #ifdef __NVCC__
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 #include "hl_device_functions.cuh"
 
 /*
diff --git a/paddle/legacy/cuda/include/hl_gpu_matrix_kernel.cuh b/paddle/legacy/cuda/include/hl_gpu_matrix_kernel.cuh
index 0db023ce37..6177d23657 100644
--- a/paddle/legacy/cuda/include/hl_gpu_matrix_kernel.cuh
+++ b/paddle/legacy/cuda/include/hl_gpu_matrix_kernel.cuh
@@ -18,7 +18,7 @@ limitations under the License. */
 #define HL_GPU_MATRIX_KERNEL_CUH_
 
 #include <algorithm>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 #include "hl_base.h"
 
 #ifdef __NVCC__
diff --git a/paddle/legacy/cuda/src/hl_cuda_aggregate.cu b/paddle/legacy/cuda/src/hl_cuda_aggregate.cu
index d30c264127..9831c5ecc3 100644
--- a/paddle/legacy/cuda/src/hl_cuda_aggregate.cu
+++ b/paddle/legacy/cuda/src/hl_cuda_aggregate.cu
@@ -18,7 +18,7 @@ limitations under the License. */
 #include "hl_cuda.ph"
 #include "hl_matrix_base.cuh"
 #include "hl_thread.ph"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 /**
  * @brief   matrix row operator.
diff --git a/paddle/legacy/cuda/src/hl_cuda_cublas.cc b/paddle/legacy/cuda/src/hl_cuda_cublas.cc
index 975df42878..283b8b6e9c 100644
--- a/paddle/legacy/cuda/src/hl_cuda_cublas.cc
+++ b/paddle/legacy/cuda/src/hl_cuda_cublas.cc
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <sys/time.h>
 #include "hl_cuda.h"
 #include "hl_thread.ph"
-#include "paddle/utils/DynamicLoader.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace dynload {
 
diff --git a/paddle/legacy/cuda/src/hl_cuda_cudnn.cc b/paddle/legacy/cuda/src/hl_cuda_cudnn.cc
index dfa935dcff..b0ac5aaac2 100644
--- a/paddle/legacy/cuda/src/hl_cuda_cudnn.cc
+++ b/paddle/legacy/cuda/src/hl_cuda_cudnn.cc
@@ -17,8 +17,8 @@ limitations under the License. */
 #include <gflags/gflags.h>
 #include "hl_cuda_cudnn.ph"
 #include "hl_thread.ph"
-#include "paddle/utils/DynamicLoader.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/Logging.h"
 
 DEFINE_int32(cudnn_conv_workspace_limit_in_mb,
              4096,
diff --git a/paddle/legacy/cuda/src/hl_cuda_device.cc b/paddle/legacy/cuda/src/hl_cuda_device.cc
index 3025aa4852..501e3b0f3b 100644
--- a/paddle/legacy/cuda/src/hl_cuda_device.cc
+++ b/paddle/legacy/cuda/src/hl_cuda_device.cc
@@ -23,8 +23,8 @@ limitations under the License. */
 #include <unistd.h>
 #include "hl_cuda.ph"
 #include "hl_thread.ph"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
 // clang-format on
 
 namespace dynload {
diff --git a/paddle/legacy/cuda/src/hl_cuda_lstm.cu b/paddle/legacy/cuda/src/hl_cuda_lstm.cu
index b8c4e433a1..9ac564fd25 100644
--- a/paddle/legacy/cuda/src/hl_cuda_lstm.cu
+++ b/paddle/legacy/cuda/src/hl_cuda_lstm.cu
@@ -16,7 +16,7 @@ limitations under the License. */
 #include "hl_base.h"
 #include "hl_cuda_cublas.h"
 #include "hl_device_functions.cuh"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 typedef hppl::Active<real>::forward t_forward;
 typedef hppl::Active<real>::backward t_backward;
diff --git a/paddle/legacy/cuda/src/hl_cuda_matrix.cu b/paddle/legacy/cuda/src/hl_cuda_matrix.cu
index 3e17c8090c..6fe460026b 100644
--- a/paddle/legacy/cuda/src/hl_cuda_matrix.cu
+++ b/paddle/legacy/cuda/src/hl_cuda_matrix.cu
@@ -20,7 +20,7 @@ limitations under the License. */
 #include "hl_matrix_ops.cuh"
 #include "hl_sequence.h"
 #include "hl_sparse.ph"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 DEFINE_MATRIX_UNARY_OP(Zero, a = 0);
 DEFINE_MATRIX_TERNARY_PARAMETER_OP(_add, TWO_PARAMETER, c = p1 * a + p2 * b);
diff --git a/paddle/legacy/cuda/src/hl_cuda_sequence.cu b/paddle/legacy/cuda/src/hl_cuda_sequence.cu
index a3a5f038de..1d772b5ce2 100644
--- a/paddle/legacy/cuda/src/hl_cuda_sequence.cu
+++ b/paddle/legacy/cuda/src/hl_cuda_sequence.cu
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "hl_base.h"
 #include "hl_device_functions.cuh"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 __global__ void KeMaxSequenceForward(real* input,
                                      const int* sequence,
diff --git a/paddle/legacy/cuda/src/hl_cuda_sparse.cu b/paddle/legacy/cuda/src/hl_cuda_sparse.cu
index 432041fed5..8065a6f9f6 100644
--- a/paddle/legacy/cuda/src/hl_cuda_sparse.cu
+++ b/paddle/legacy/cuda/src/hl_cuda_sparse.cu
@@ -18,7 +18,7 @@ limitations under the License. */
 #include "hl_matrix_ops.cuh"
 #include "hl_sparse.h"
 #include "hl_sparse.ph"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 DEFINE_MATRIX_UNARY_PARAMETER_OP(mul_scalar, ONE_PARAMETER, a = a * p);
 DEFINE_MATRIX_UNARY_OP(Zero, a = 0);
diff --git a/paddle/legacy/cuda/src/hl_table_apply.cu b/paddle/legacy/cuda/src/hl_table_apply.cu
index efa4bef02b..7411ae35d3 100644
--- a/paddle/legacy/cuda/src/hl_table_apply.cu
+++ b/paddle/legacy/cuda/src/hl_table_apply.cu
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "hl_base.h"
 #include "hl_cuda.h"
 #include "hl_device_functions.cuh"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 template <int blockDimX, int blockDimY, int gridDimX, bool AddRow>
 __global__ void KeMatrixAddRows(real* output,
diff --git a/paddle/legacy/cuda/src/hl_top_k.cu b/paddle/legacy/cuda/src/hl_top_k.cu
index 14b9a7f50f..041ac419f5 100644
--- a/paddle/legacy/cuda/src/hl_top_k.cu
+++ b/paddle/legacy/cuda/src/hl_top_k.cu
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "paddle/legacy/cuda/include/hl_base.h"
 #include "paddle/legacy/cuda/include/hl_sparse.ph"
 #include "paddle/legacy/cuda/include/hl_top_k.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 // using namespace hppl;
 
diff --git a/paddle/legacy/cuda/src/hl_warpctc_wrap.cc b/paddle/legacy/cuda/src/hl_warpctc_wrap.cc
index 5111bceaff..31a8652f1f 100644
--- a/paddle/legacy/cuda/src/hl_warpctc_wrap.cc
+++ b/paddle/legacy/cuda/src/hl_warpctc_wrap.cc
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "hl_warpctc_wrap.h"
 #include <mutex>
-#include "paddle/utils/DynamicLoader.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace dynload {
 
diff --git a/paddle/legacy/function/Function.h b/paddle/legacy/function/Function.h
index cc6f999a0e..bc5ef7e6f2 100644
--- a/paddle/legacy/function/Function.h
+++ b/paddle/legacy/function/Function.h
@@ -18,9 +18,9 @@ limitations under the License. */
 #include <vector>
 #include "BufferArg.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Any.h"
-#include "paddle/utils/ClassRegistrar.h"
-#include "paddle/utils/Error.h"
+#include "paddle/legacy/utils/Any.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/Error.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/function/MulOp.cpp b/paddle/legacy/function/MulOp.cpp
index 1401031752..750978fc90 100644
--- a/paddle/legacy/function/MulOp.cpp
+++ b/paddle/legacy/function/MulOp.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "MulOp.h"
 #include "GemmFunctor.h"
 #include "paddle/legacy/math/SIMDFunctions.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace {
 inline void vecAddTo(real* a, const real* b, real scaleB, size_t len) {
diff --git a/paddle/legacy/gserver/activations/ActivationFunction.cpp b/paddle/legacy/gserver/activations/ActivationFunction.cpp
index 69f34db5ac..ae07c7e6d7 100644
--- a/paddle/legacy/gserver/activations/ActivationFunction.cpp
+++ b/paddle/legacy/gserver/activations/ActivationFunction.cpp
@@ -21,8 +21,8 @@ limitations under the License. */
 #include <thread>
 #include <type_traits>
 #include "paddle/legacy/parameter/Argument.h"
-#include "paddle/utils/ClassRegistrar.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #ifdef PADDLE_WITH_MKLDNN
 #include "MKLDNNActivation.h"
diff --git a/paddle/legacy/gserver/activations/ActivationFunction.h b/paddle/legacy/gserver/activations/ActivationFunction.h
index 8e2e144769..8bc5b0f529 100644
--- a/paddle/legacy/gserver/activations/ActivationFunction.h
+++ b/paddle/legacy/gserver/activations/ActivationFunction.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 #include <string>
 #include <vector>
-#include "paddle/utils/Error.h"
+#include "paddle/legacy/utils/Error.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/activations/MKLDNNActivation.cpp b/paddle/legacy/gserver/activations/MKLDNNActivation.cpp
index 672444c656..2eed7af70a 100644
--- a/paddle/legacy/gserver/activations/MKLDNNActivation.cpp
+++ b/paddle/legacy/gserver/activations/MKLDNNActivation.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "MKLDNNActivation.h"
 #include "mkldnn.hpp"
-#include "paddle/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/dataproviders/DataProvider.cpp b/paddle/legacy/gserver/dataproviders/DataProvider.cpp
index 580cf821c6..b67af8a326 100644
--- a/paddle/legacy/gserver/dataproviders/DataProvider.cpp
+++ b/paddle/legacy/gserver/dataproviders/DataProvider.cpp
@@ -16,10 +16,10 @@ limitations under the License. */
 
 #include <unistd.h>
 #include <algorithm>
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/StringUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/StringUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/dataproviders/DataProvider.h b/paddle/legacy/gserver/dataproviders/DataProvider.h
index b6f74afed0..c2e1c5fdd6 100644
--- a/paddle/legacy/gserver/dataproviders/DataProvider.h
+++ b/paddle/legacy/gserver/dataproviders/DataProvider.h
@@ -29,13 +29,13 @@ limitations under the License. */
 #include "paddle/legacy/math/SparseMatrix.h"
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/parameter/Argument.h"
-#include "paddle/utils/ClassRegistrar.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Queue.h"
-#include "paddle/utils/ThreadLocal.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Queue.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/dataproviders/MultiDataProvider.cpp b/paddle/legacy/gserver/dataproviders/MultiDataProvider.cpp
index f71947ef39..e5fc6d8a88 100644
--- a/paddle/legacy/gserver/dataproviders/MultiDataProvider.cpp
+++ b/paddle/legacy/gserver/dataproviders/MultiDataProvider.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "MultiDataProvider.h"
 #include <algorithm>
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/dataproviders/PyDataProvider.cpp b/paddle/legacy/gserver/dataproviders/PyDataProvider.cpp
index dadf1b4cf2..0827bd39d4 100644
--- a/paddle/legacy/gserver/dataproviders/PyDataProvider.cpp
+++ b/paddle/legacy/gserver/dataproviders/PyDataProvider.cpp
@@ -13,9 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "PyDataProvider.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/dataproviders/PyDataProvider.h b/paddle/legacy/gserver/dataproviders/PyDataProvider.h
index da50dd4e2e..4b8bea04a1 100644
--- a/paddle/legacy/gserver/dataproviders/PyDataProvider.h
+++ b/paddle/legacy/gserver/dataproviders/PyDataProvider.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include "DataFormat.pb.h"
 #include "DataProvider.h"
 
diff --git a/paddle/legacy/gserver/dataproviders/PyDataProvider2.cpp b/paddle/legacy/gserver/dataproviders/PyDataProvider2.cpp
index 54ee091e8f..8e931e4061 100644
--- a/paddle/legacy/gserver/dataproviders/PyDataProvider2.cpp
+++ b/paddle/legacy/gserver/dataproviders/PyDataProvider2.cpp
@@ -25,9 +25,9 @@ limitations under the License. */
 
 #include "DataProvider.h"
 
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/evaluators/CTCErrorEvaluator.cpp b/paddle/legacy/gserver/evaluators/CTCErrorEvaluator.cpp
index 04335dc7cd..c145adda5e 100644
--- a/paddle/legacy/gserver/evaluators/CTCErrorEvaluator.cpp
+++ b/paddle/legacy/gserver/evaluators/CTCErrorEvaluator.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "Evaluator.h"
 #include "paddle/legacy/gserver/gradientmachines/NeuralNetwork.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/evaluators/ChunkEvaluator.cpp b/paddle/legacy/gserver/evaluators/ChunkEvaluator.cpp
index ea5c609a63..0ff3f2fa8c 100644
--- a/paddle/legacy/gserver/evaluators/ChunkEvaluator.cpp
+++ b/paddle/legacy/gserver/evaluators/ChunkEvaluator.cpp
@@ -16,7 +16,7 @@ limitations under the License. */
 #include <vector>
 
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 #include "Evaluator.h"
 
diff --git a/paddle/legacy/gserver/evaluators/Evaluator.cpp b/paddle/legacy/gserver/evaluators/Evaluator.cpp
index 436c33e43b..a956f40d02 100644
--- a/paddle/legacy/gserver/evaluators/Evaluator.cpp
+++ b/paddle/legacy/gserver/evaluators/Evaluator.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "paddle/legacy/gserver/evaluators/Evaluator.h"
 #include "paddle/legacy/gserver/gradientmachines/NeuralNetwork.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 DECLARE_int32(trainer_id);
 
diff --git a/paddle/legacy/gserver/evaluators/Evaluator.h b/paddle/legacy/gserver/evaluators/Evaluator.h
index 90989bb0b6..b3462819b1 100644
--- a/paddle/legacy/gserver/evaluators/Evaluator.h
+++ b/paddle/legacy/gserver/evaluators/Evaluator.h
@@ -18,8 +18,8 @@ limitations under the License. */
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/parameter/Argument.h"
 #include "paddle/legacy/pserver/ParameterClient2.h"
-#include "paddle/utils/ClassRegistrar.h"
-#include "paddle/utils/Error.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/Error.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/gradientmachines/GradientMachine.cpp b/paddle/legacy/gserver/gradientmachines/GradientMachine.cpp
index 654024e8a4..1c4034d8bb 100644
--- a/paddle/legacy/gserver/gradientmachines/GradientMachine.cpp
+++ b/paddle/legacy/gserver/gradientmachines/GradientMachine.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "GradientMachine.h"
 
 #include <fstream>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "NeuralNetwork.h"
 #include "hl_gpu.h"
diff --git a/paddle/legacy/gserver/gradientmachines/GradientMachine.h b/paddle/legacy/gserver/gradientmachines/GradientMachine.h
index 48f5141ce1..d4f754a9f4 100644
--- a/paddle/legacy/gserver/gradientmachines/GradientMachine.h
+++ b/paddle/legacy/gserver/gradientmachines/GradientMachine.h
@@ -24,7 +24,7 @@ limitations under the License. */
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/parameter/Parameter.h"
 #include "paddle/legacy/parameter/ParameterUpdaterBase.h"
-#include "paddle/utils/Thread.h"
+#include "paddle/legacy/utils/Thread.h"
 
 #ifndef PADDLE_MOBILE_INFERENCE
 #include "paddle/legacy/gserver/evaluators/Evaluator.h"
diff --git a/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.cpp b/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.cpp
index b8d4d28f0f..637686e443 100644
--- a/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.cpp
+++ b/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include "MultiGradientMachine.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 #include "NeuralNetwork.h"
 #include "ParallelNeuralNetwork.h"
diff --git a/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.h b/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.h
index eff7d5284c..674acd4124 100644
--- a/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.h
+++ b/paddle/legacy/gserver/gradientmachines/MultiGradientMachine.h
@@ -19,8 +19,8 @@ limitations under the License. */
 #include "GradientMachine.h"
 
 #include "hl_gpu.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Queue.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Queue.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/gradientmachines/MultiNetwork.cpp b/paddle/legacy/gserver/gradientmachines/MultiNetwork.cpp
index 5f3d09dda2..1245c44103 100644
--- a/paddle/legacy/gserver/gradientmachines/MultiNetwork.cpp
+++ b/paddle/legacy/gserver/gradientmachines/MultiNetwork.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <algorithm>
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "MultiNetwork.h"
 
diff --git a/paddle/legacy/gserver/gradientmachines/MultiNetwork.h b/paddle/legacy/gserver/gradientmachines/MultiNetwork.h
index 495d559201..afe15cb020 100644
--- a/paddle/legacy/gserver/gradientmachines/MultiNetwork.h
+++ b/paddle/legacy/gserver/gradientmachines/MultiNetwork.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "GradientMachine.h"
 #include "NeuralNetwork.h"
 
-#include "paddle/utils/Locks.h"
+#include "paddle/legacy/utils/Locks.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/gradientmachines/NeuralNetwork.cpp b/paddle/legacy/gserver/gradientmachines/NeuralNetwork.cpp
index 339550c458..0f8048152f 100644
--- a/paddle/legacy/gserver/gradientmachines/NeuralNetwork.cpp
+++ b/paddle/legacy/gserver/gradientmachines/NeuralNetwork.cpp
@@ -12,13 +12,13 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "NeuralNetwork.h"
 #include "hl_gpu.h"
-#include "paddle/utils/CustomStackTrace.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/CustomStackTrace.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 #ifdef PADDLE_WITH_MKLDNN
 #include "paddle/legacy/gserver/layers/MKLDNNLayer.h"
diff --git a/paddle/legacy/gserver/gradientmachines/NeuralNetwork.h b/paddle/legacy/gserver/gradientmachines/NeuralNetwork.h
index 5a0909b99b..566157c899 100644
--- a/paddle/legacy/gserver/gradientmachines/NeuralNetwork.h
+++ b/paddle/legacy/gserver/gradientmachines/NeuralNetwork.h
@@ -25,7 +25,7 @@ limitations under the License. */
 #include "paddle/legacy/gserver/layers/DataLayer.h"
 #include "paddle/legacy/gserver/layers/Layer.h"
 #include "paddle/legacy/parameter/Parameter.h"
-#include "paddle/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
 
 namespace paddle {
 /*
diff --git a/paddle/legacy/gserver/gradientmachines/ParallelNeuralNetwork.cpp b/paddle/legacy/gserver/gradientmachines/ParallelNeuralNetwork.cpp
index 85cfc59fbe..450514ca88 100644
--- a/paddle/legacy/gserver/gradientmachines/ParallelNeuralNetwork.cpp
+++ b/paddle/legacy/gserver/gradientmachines/ParallelNeuralNetwork.cpp
@@ -12,8 +12,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "ParallelNeuralNetwork.h"
 
diff --git a/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.cpp b/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.cpp
index e749cf61f3..e49f042404 100644
--- a/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.cpp
+++ b/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.cpp
@@ -20,9 +20,9 @@ limitations under the License. */
 #include <limits>
 #include "NeuralNetwork.h"
 #include "paddle/legacy/gserver/layers/AgentLayer.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_string(diy_beam_search_prob_so, "", "the diy beam search cost so");
 
diff --git a/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.h b/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.h
index 7e943cebd3..0a13d4f6f8 100644
--- a/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.h
+++ b/paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.h
@@ -18,7 +18,7 @@ limitations under the License. */
 #include "GradientMachine.h"
 #include "NeuralNetwork.h"
 
-#include "paddle/utils/Locks.h"
+#include "paddle/legacy/utils/Locks.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/AddtoLayer.cpp b/paddle/legacy/gserver/layers/AddtoLayer.cpp
index 75e17f52df..39c5603d93 100644
--- a/paddle/legacy/gserver/layers/AddtoLayer.cpp
+++ b/paddle/legacy/gserver/layers/AddtoLayer.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include "AddtoLayer.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/AddtoLayer.h b/paddle/legacy/gserver/layers/AddtoLayer.h
index 1f948de475..ad3cefe1a4 100644
--- a/paddle/legacy/gserver/layers/AddtoLayer.h
+++ b/paddle/legacy/gserver/layers/AddtoLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/AgentLayer.cpp b/paddle/legacy/gserver/layers/AgentLayer.cpp
index e2f73f88f5..bae89b2fa3 100644
--- a/paddle/legacy/gserver/layers/AgentLayer.cpp
+++ b/paddle/legacy/gserver/layers/AgentLayer.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include "AgentLayer.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/AgentLayer.h b/paddle/legacy/gserver/layers/AgentLayer.h
index f506db2f2d..a05eac5e70 100644
--- a/paddle/legacy/gserver/layers/AgentLayer.h
+++ b/paddle/legacy/gserver/layers/AgentLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/AverageLayer.cpp b/paddle/legacy/gserver/layers/AverageLayer.cpp
index b3787b1448..0539da7937 100644
--- a/paddle/legacy/gserver/layers/AverageLayer.cpp
+++ b/paddle/legacy/gserver/layers/AverageLayer.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include "AverageLayer.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/BatchNormBaseLayer.cpp b/paddle/legacy/gserver/layers/BatchNormBaseLayer.cpp
index a3516f9423..4dcbd8dc27 100644
--- a/paddle/legacy/gserver/layers/BatchNormBaseLayer.cpp
+++ b/paddle/legacy/gserver/layers/BatchNormBaseLayer.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "BatchNormBaseLayer.h"
 #include "BatchNormalizationLayer.h"
 #include "Layer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 #ifdef PADDLE_WITH_CUDA
 #include "CudnnBatchNormLayer.h"
 #endif
diff --git a/paddle/legacy/gserver/layers/BatchNormBaseLayer.h b/paddle/legacy/gserver/layers/BatchNormBaseLayer.h
index 5a446c0843..8dc1d78837 100644
--- a/paddle/legacy/gserver/layers/BatchNormBaseLayer.h
+++ b/paddle/legacy/gserver/layers/BatchNormBaseLayer.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include "Layer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/BatchNormalizationLayer.cpp b/paddle/legacy/gserver/layers/BatchNormalizationLayer.cpp
index 59831dd904..0297bd44c7 100644
--- a/paddle/legacy/gserver/layers/BatchNormalizationLayer.cpp
+++ b/paddle/legacy/gserver/layers/BatchNormalizationLayer.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 #ifdef PADDLE_WITH_CUDA
 #include "hl_batch_transpose.h"
 #endif
diff --git a/paddle/legacy/gserver/layers/BilinearInterpLayer.cpp b/paddle/legacy/gserver/layers/BilinearInterpLayer.cpp
index 9775914596..a091f51bc2 100644
--- a/paddle/legacy/gserver/layers/BilinearInterpLayer.cpp
+++ b/paddle/legacy/gserver/layers/BilinearInterpLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "BilinearInterpLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/BlockExpandLayer.cpp b/paddle/legacy/gserver/layers/BlockExpandLayer.cpp
index 793d24e884..24b5af67d4 100644
--- a/paddle/legacy/gserver/layers/BlockExpandLayer.cpp
+++ b/paddle/legacy/gserver/layers/BlockExpandLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "BlockExpandLayer.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConcatenateLayer.cpp b/paddle/legacy/gserver/layers/ConcatenateLayer.cpp
index e6de329ff3..ce3f2ca950 100644
--- a/paddle/legacy/gserver/layers/ConcatenateLayer.cpp
+++ b/paddle/legacy/gserver/layers/ConcatenateLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "Projection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ContextProjection.cpp b/paddle/legacy/gserver/layers/ContextProjection.cpp
index 10c3cef0da..8bcf32663e 100644
--- a/paddle/legacy/gserver/layers/ContextProjection.cpp
+++ b/paddle/legacy/gserver/layers/ContextProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ContextProjection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/Conv3DLayer.cpp b/paddle/legacy/gserver/layers/Conv3DLayer.cpp
index b38de86b15..d072a74234 100644
--- a/paddle/legacy/gserver/layers/Conv3DLayer.cpp
+++ b/paddle/legacy/gserver/layers/Conv3DLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Conv3DLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConvBaseLayer.cpp b/paddle/legacy/gserver/layers/ConvBaseLayer.cpp
index d8997527fb..76120915e4 100644
--- a/paddle/legacy/gserver/layers/ConvBaseLayer.cpp
+++ b/paddle/legacy/gserver/layers/ConvBaseLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "ConvBaseLayer.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 namespace paddle {
 
 bool ConvBaseLayer::init(const LayerMap& layerMap,
diff --git a/paddle/legacy/gserver/layers/ConvBaseProjection.cpp b/paddle/legacy/gserver/layers/ConvBaseProjection.cpp
index 39f433b78f..ff5d3412de 100644
--- a/paddle/legacy/gserver/layers/ConvBaseProjection.cpp
+++ b/paddle/legacy/gserver/layers/ConvBaseProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ConvBaseProjection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConvProjection.cpp b/paddle/legacy/gserver/layers/ConvProjection.cpp
index f382e6cab1..b40cdac258 100644
--- a/paddle/legacy/gserver/layers/ConvProjection.cpp
+++ b/paddle/legacy/gserver/layers/ConvProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ConvProjection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConvShiftLayer.cpp b/paddle/legacy/gserver/layers/ConvShiftLayer.cpp
index dda1a91e45..b7ecbe556c 100644
--- a/paddle/legacy/gserver/layers/ConvShiftLayer.cpp
+++ b/paddle/legacy/gserver/layers/ConvShiftLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConvTransProjection.cpp b/paddle/legacy/gserver/layers/ConvTransProjection.cpp
index 242ce34a60..00e34c8f2d 100644
--- a/paddle/legacy/gserver/layers/ConvTransProjection.cpp
+++ b/paddle/legacy/gserver/layers/ConvTransProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ConvTransProjection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ConvexCombinationLayer.cpp b/paddle/legacy/gserver/layers/ConvexCombinationLayer.cpp
index 29a71fc1d9..c38ab251f1 100644
--- a/paddle/legacy/gserver/layers/ConvexCombinationLayer.cpp
+++ b/paddle/legacy/gserver/layers/ConvexCombinationLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/CosSimLayer.cpp b/paddle/legacy/gserver/layers/CosSimLayer.cpp
index 4e44a5e8df..ab8d7cc1f6 100644
--- a/paddle/legacy/gserver/layers/CosSimLayer.cpp
+++ b/paddle/legacy/gserver/layers/CosSimLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "CosSimLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/CosSimLayer.h b/paddle/legacy/gserver/layers/CosSimLayer.h
index 2e53de414d..b08e2c6a35 100644
--- a/paddle/legacy/gserver/layers/CosSimLayer.h
+++ b/paddle/legacy/gserver/layers/CosSimLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/CosSimVecMatLayer.cpp b/paddle/legacy/gserver/layers/CosSimVecMatLayer.cpp
index da3ddf11dc..03de0be815 100644
--- a/paddle/legacy/gserver/layers/CosSimVecMatLayer.cpp
+++ b/paddle/legacy/gserver/layers/CosSimVecMatLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/CostLayer.cpp b/paddle/legacy/gserver/layers/CostLayer.cpp
index 2c0762be25..18b5b77bde 100644
--- a/paddle/legacy/gserver/layers/CostLayer.cpp
+++ b/paddle/legacy/gserver/layers/CostLayer.cpp
@@ -16,7 +16,7 @@ limitations under the License. */
 #include <algorithm>
 #include <cmath>
 #include <memory>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "paddle/legacy/math/SparseMatrix.h"
 
diff --git a/paddle/legacy/gserver/layers/CropLayer.cpp b/paddle/legacy/gserver/layers/CropLayer.cpp
index bc97ca2f9e..d891375ecc 100644
--- a/paddle/legacy/gserver/layers/CropLayer.cpp
+++ b/paddle/legacy/gserver/layers/CropLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "CropLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 namespace paddle {
 
 REGISTER_LAYER(crop, CropLayer);
diff --git a/paddle/legacy/gserver/layers/CudnnBatchNormLayer.cpp b/paddle/legacy/gserver/layers/CudnnBatchNormLayer.cpp
index 3f4e17c018..051155e0d2 100644
--- a/paddle/legacy/gserver/layers/CudnnBatchNormLayer.cpp
+++ b/paddle/legacy/gserver/layers/CudnnBatchNormLayer.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "CudnnBatchNormLayer.h"
 #include "Layer.h"
 #include "paddle/legacy/cuda/include/hl_batch_norm.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/CudnnBatchNormLayer.h b/paddle/legacy/gserver/layers/CudnnBatchNormLayer.h
index 1bb4eff8d2..3b33b983b3 100644
--- a/paddle/legacy/gserver/layers/CudnnBatchNormLayer.h
+++ b/paddle/legacy/gserver/layers/CudnnBatchNormLayer.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <cudnn.h>
 #include "BatchNormBaseLayer.h"
 #include "Layer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/CudnnConvBaseLayer.cpp b/paddle/legacy/gserver/layers/CudnnConvBaseLayer.cpp
index 6d0a40a607..9353cca9c8 100644
--- a/paddle/legacy/gserver/layers/CudnnConvBaseLayer.cpp
+++ b/paddle/legacy/gserver/layers/CudnnConvBaseLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "CudnnConvBaseLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 REGISTER_LAYER(cudnn_conv, CudnnConvBaseLayer);
diff --git a/paddle/legacy/gserver/layers/CudnnPoolLayer.cpp b/paddle/legacy/gserver/layers/CudnnPoolLayer.cpp
index 9739ed9da4..c790dfd71e 100644
--- a/paddle/legacy/gserver/layers/CudnnPoolLayer.cpp
+++ b/paddle/legacy/gserver/layers/CudnnPoolLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "CudnnPoolLayer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/DataNormLayer.cpp b/paddle/legacy/gserver/layers/DataNormLayer.cpp
index 86da4d6f95..6820dfa4d4 100644
--- a/paddle/legacy/gserver/layers/DataNormLayer.cpp
+++ b/paddle/legacy/gserver/layers/DataNormLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "DataNormLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/DataNormLayer.h b/paddle/legacy/gserver/layers/DataNormLayer.h
index 556d7f4d66..7bb8e92824 100644
--- a/paddle/legacy/gserver/layers/DataNormLayer.h
+++ b/paddle/legacy/gserver/layers/DataNormLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/DeConv3DLayer.cpp b/paddle/legacy/gserver/layers/DeConv3DLayer.cpp
index db6d6e073c..2cd635564c 100644
--- a/paddle/legacy/gserver/layers/DeConv3DLayer.cpp
+++ b/paddle/legacy/gserver/layers/DeConv3DLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "DeConv3DLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/DotProdLayer.cpp b/paddle/legacy/gserver/layers/DotProdLayer.cpp
index 445361b101..06060d93f7 100644
--- a/paddle/legacy/gserver/layers/DotProdLayer.cpp
+++ b/paddle/legacy/gserver/layers/DotProdLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/EosIdCheckLayer.cpp b/paddle/legacy/gserver/layers/EosIdCheckLayer.cpp
index 04400f2836..38671126c6 100644
--- a/paddle/legacy/gserver/layers/EosIdCheckLayer.cpp
+++ b/paddle/legacy/gserver/layers/EosIdCheckLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Layer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/ExpandConvLayer.cpp b/paddle/legacy/gserver/layers/ExpandConvLayer.cpp
index 3a84786582..8a53db3806 100644
--- a/paddle/legacy/gserver/layers/ExpandConvLayer.cpp
+++ b/paddle/legacy/gserver/layers/ExpandConvLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ExpandConvLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DEFINE_bool(use_nnpack,
             false,
diff --git a/paddle/legacy/gserver/layers/ExpandLayer.cpp b/paddle/legacy/gserver/layers/ExpandLayer.cpp
index 6b57767540..074fbab8ef 100644
--- a/paddle/legacy/gserver/layers/ExpandLayer.cpp
+++ b/paddle/legacy/gserver/layers/ExpandLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ExpandLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/FactorizationMachineLayer.cpp b/paddle/legacy/gserver/layers/FactorizationMachineLayer.cpp
index ddd202e1c6..6cf269fa3f 100644
--- a/paddle/legacy/gserver/layers/FactorizationMachineLayer.cpp
+++ b/paddle/legacy/gserver/layers/FactorizationMachineLayer.cpp
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <algorithm>
 #include <vector>
 #include "paddle/legacy/math/SparseMatrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/FactorizationMachineLayer.h b/paddle/legacy/gserver/layers/FactorizationMachineLayer.h
index 1070ebd097..fc015ed727 100644
--- a/paddle/legacy/gserver/layers/FactorizationMachineLayer.h
+++ b/paddle/legacy/gserver/layers/FactorizationMachineLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/FeatureMapExpandLayer.cpp b/paddle/legacy/gserver/layers/FeatureMapExpandLayer.cpp
index 417756a286..a3fe1433e4 100644
--- a/paddle/legacy/gserver/layers/FeatureMapExpandLayer.cpp
+++ b/paddle/legacy/gserver/layers/FeatureMapExpandLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/FullMatrixProjection.h b/paddle/legacy/gserver/layers/FullMatrixProjection.h
index a27aa4a123..c33d02a3ae 100644
--- a/paddle/legacy/gserver/layers/FullMatrixProjection.h
+++ b/paddle/legacy/gserver/layers/FullMatrixProjection.h
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #pragma once
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 #include "Projection.h"
 
diff --git a/paddle/legacy/gserver/layers/FullyConnectedLayer.cpp b/paddle/legacy/gserver/layers/FullyConnectedLayer.cpp
index 0ffb4876f8..07f4dfbe39 100644
--- a/paddle/legacy/gserver/layers/FullyConnectedLayer.cpp
+++ b/paddle/legacy/gserver/layers/FullyConnectedLayer.cpp
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <algorithm>
 #include <vector>
 #include "paddle/legacy/math/SparseMatrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/FullyConnectedLayer.h b/paddle/legacy/gserver/layers/FullyConnectedLayer.h
index a8a1c54e55..7e29cac043 100644
--- a/paddle/legacy/gserver/layers/FullyConnectedLayer.h
+++ b/paddle/legacy/gserver/layers/FullyConnectedLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/GatedRecurrentLayer.cpp b/paddle/legacy/gserver/layers/GatedRecurrentLayer.cpp
index 9d38849fdf..bdcd445cb4 100644
--- a/paddle/legacy/gserver/layers/GatedRecurrentLayer.cpp
+++ b/paddle/legacy/gserver/layers/GatedRecurrentLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "GatedRecurrentLayer.h"
 #include "Layer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/GruCompute.cpp b/paddle/legacy/gserver/layers/GruCompute.cpp
index d50c959e43..adad6285b7 100644
--- a/paddle/legacy/gserver/layers/GruCompute.cpp
+++ b/paddle/legacy/gserver/layers/GruCompute.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "GruCompute.h"
 #include "hl_recurrent_apply.cuh"
 #include "paddle/legacy/function/GruFunctor.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/GruCompute.h b/paddle/legacy/gserver/layers/GruCompute.h
index 50006325ce..6feea7aca8 100644
--- a/paddle/legacy/gserver/layers/GruCompute.h
+++ b/paddle/legacy/gserver/layers/GruCompute.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "ModelConfig.pb.h"
 #include "hl_gpu.h"
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/GruStepLayer.cpp b/paddle/legacy/gserver/layers/GruStepLayer.cpp
index 114f287411..2480e42d68 100644
--- a/paddle/legacy/gserver/layers/GruStepLayer.cpp
+++ b/paddle/legacy/gserver/layers/GruStepLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "GruCompute.h"
 #include "Layer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/HierarchicalSigmoidLayer.cpp b/paddle/legacy/gserver/layers/HierarchicalSigmoidLayer.cpp
index 3e720f179e..3449599409 100644
--- a/paddle/legacy/gserver/layers/HierarchicalSigmoidLayer.cpp
+++ b/paddle/legacy/gserver/layers/HierarchicalSigmoidLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "HierarchicalSigmoidLayer.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/IdentityProjection.cpp b/paddle/legacy/gserver/layers/IdentityProjection.cpp
index 34e9eb9016..f707642e09 100644
--- a/paddle/legacy/gserver/layers/IdentityProjection.cpp
+++ b/paddle/legacy/gserver/layers/IdentityProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Projection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/InterpolationLayer.cpp b/paddle/legacy/gserver/layers/InterpolationLayer.cpp
index aabfdc55ba..ed2294e8a3 100644
--- a/paddle/legacy/gserver/layers/InterpolationLayer.cpp
+++ b/paddle/legacy/gserver/layers/InterpolationLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/L2DistanceLayer.cpp b/paddle/legacy/gserver/layers/L2DistanceLayer.cpp
index c8cca3762c..a3e627e570 100644
--- a/paddle/legacy/gserver/layers/L2DistanceLayer.cpp
+++ b/paddle/legacy/gserver/layers/L2DistanceLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "L2DistanceLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/Layer.cpp b/paddle/legacy/gserver/layers/Layer.cpp
index f580b8e697..890d33552d 100644
--- a/paddle/legacy/gserver/layers/Layer.cpp
+++ b/paddle/legacy/gserver/layers/Layer.cpp
@@ -12,12 +12,12 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "CostLayer.h"
 #include "paddle/legacy/math/SparseMatrix.h"
-#include "paddle/utils/Error.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Error.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #ifndef PADDLE_MOBILE_INFERENCE
 #include "ValidationLayer.h"
diff --git a/paddle/legacy/gserver/layers/Layer.h b/paddle/legacy/gserver/layers/Layer.h
index 65ec3bd03f..a7ff76dece 100644
--- a/paddle/legacy/gserver/layers/Layer.h
+++ b/paddle/legacy/gserver/layers/Layer.h
@@ -23,8 +23,8 @@ limitations under the License. */
 #include "paddle/legacy/parameter/Argument.h"
 #include "paddle/legacy/parameter/Parameter.h"
 #include "paddle/legacy/parameter/Weight.h"
-#include "paddle/utils/ClassRegistrar.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/Util.h"
 
 /// Macro for registering a layer type.
 /// Example: REGISTER_LAYER(crf_error, CRFDecodingErrorLayer);
diff --git a/paddle/legacy/gserver/layers/LstmCompute.cpp b/paddle/legacy/gserver/layers/LstmCompute.cpp
index ea30f6d6b1..70f08e1d4e 100644
--- a/paddle/legacy/gserver/layers/LstmCompute.cpp
+++ b/paddle/legacy/gserver/layers/LstmCompute.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "LstmCompute.h"
 #include "hl_recurrent_apply.cuh"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/LstmCompute.h b/paddle/legacy/gserver/layers/LstmCompute.h
index 80fb01cd18..ac40c35ef1 100644
--- a/paddle/legacy/gserver/layers/LstmCompute.h
+++ b/paddle/legacy/gserver/layers/LstmCompute.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "ModelConfig.pb.h"
 #include "hl_gpu.h"
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/LstmLayer.cpp b/paddle/legacy/gserver/layers/LstmLayer.cpp
index bb40ec0585..43a55d8d49 100644
--- a/paddle/legacy/gserver/layers/LstmLayer.cpp
+++ b/paddle/legacy/gserver/layers/LstmLayer.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "LstmLayer.h"
 #include "paddle/legacy/math/BaseMatrix.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DECLARE_bool(prev_batch_state);
 
diff --git a/paddle/legacy/gserver/layers/LstmStepLayer.cpp b/paddle/legacy/gserver/layers/LstmStepLayer.cpp
index c44768ddb2..f02f8ad62f 100644
--- a/paddle/legacy/gserver/layers/LstmStepLayer.cpp
+++ b/paddle/legacy/gserver/layers/LstmStepLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "LstmCompute.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MKLDNNConvLayer.cpp b/paddle/legacy/gserver/layers/MKLDNNConvLayer.cpp
index 01c20d240b..b47bf14821 100644
--- a/paddle/legacy/gserver/layers/MKLDNNConvLayer.cpp
+++ b/paddle/legacy/gserver/layers/MKLDNNConvLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "MKLDNNConvLayer.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 using namespace mkldnn;  // NOLINT
 typedef memory::format format;
diff --git a/paddle/legacy/gserver/layers/MKLDNNFcLayer.cpp b/paddle/legacy/gserver/layers/MKLDNNFcLayer.cpp
index 0c7e6f16e2..f3747c7db8 100644
--- a/paddle/legacy/gserver/layers/MKLDNNFcLayer.cpp
+++ b/paddle/legacy/gserver/layers/MKLDNNFcLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "MKLDNNFcLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 using namespace mkldnn;  // NOLINT
 typedef memory::format format;
diff --git a/paddle/legacy/gserver/layers/MKLDNNLRNLayer.cpp b/paddle/legacy/gserver/layers/MKLDNNLRNLayer.cpp
index 88513ab8bc..739482348f 100644
--- a/paddle/legacy/gserver/layers/MKLDNNLRNLayer.cpp
+++ b/paddle/legacy/gserver/layers/MKLDNNLRNLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "MKLDNNLRNLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 using namespace mkldnn;  // NOLINT
 typedef memory::format format;
diff --git a/paddle/legacy/gserver/layers/MKLDNNLayer.h b/paddle/legacy/gserver/layers/MKLDNNLayer.h
index b8f292684c..94dc8625f6 100644
--- a/paddle/legacy/gserver/layers/MKLDNNLayer.h
+++ b/paddle/legacy/gserver/layers/MKLDNNLayer.h
@@ -19,7 +19,7 @@ limitations under the License. */
 #include "MKLDNNBase.h"
 #include "mkldnn.hpp"
 #include "paddle/legacy/math/MKLDNNMatrix.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DECLARE_bool(use_mkldnn);
 
diff --git a/paddle/legacy/gserver/layers/MKLDNNPoolLayer.cpp b/paddle/legacy/gserver/layers/MKLDNNPoolLayer.cpp
index 99c419be88..83d980538d 100644
--- a/paddle/legacy/gserver/layers/MKLDNNPoolLayer.cpp
+++ b/paddle/legacy/gserver/layers/MKLDNNPoolLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "MKLDNNPoolLayer.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 using namespace mkldnn;  // NOLINT
 typedef memory::format format;
diff --git a/paddle/legacy/gserver/layers/MaxLayer.cpp b/paddle/legacy/gserver/layers/MaxLayer.cpp
index 7ee2e0dd94..b51251b663 100644
--- a/paddle/legacy/gserver/layers/MaxLayer.cpp
+++ b/paddle/legacy/gserver/layers/MaxLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "MaxLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MaxLayer.h b/paddle/legacy/gserver/layers/MaxLayer.h
index 6b3491cde5..12d0128e39 100644
--- a/paddle/legacy/gserver/layers/MaxLayer.h
+++ b/paddle/legacy/gserver/layers/MaxLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "SequencePoolLayer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MaxPoolWithMaskLayer.cpp b/paddle/legacy/gserver/layers/MaxPoolWithMaskLayer.cpp
index e594e22b5e..a1cc59a719 100644
--- a/paddle/legacy/gserver/layers/MaxPoolWithMaskLayer.cpp
+++ b/paddle/legacy/gserver/layers/MaxPoolWithMaskLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "MaxPoolWithMaskLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MixedLayer.cpp b/paddle/legacy/gserver/layers/MixedLayer.cpp
index 7dcb30b98d..63e658c09c 100644
--- a/paddle/legacy/gserver/layers/MixedLayer.cpp
+++ b/paddle/legacy/gserver/layers/MixedLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "MixedLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MultinomialSampler.h b/paddle/legacy/gserver/layers/MultinomialSampler.h
index 8cbb229f15..ed44535241 100644
--- a/paddle/legacy/gserver/layers/MultinomialSampler.h
+++ b/paddle/legacy/gserver/layers/MultinomialSampler.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include <memory>
 #include <random>
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/MultiplexLayer.cpp b/paddle/legacy/gserver/layers/MultiplexLayer.cpp
index 54a554a1a9..9ca2b24175 100644
--- a/paddle/legacy/gserver/layers/MultiplexLayer.cpp
+++ b/paddle/legacy/gserver/layers/MultiplexLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/NormLayer.cpp b/paddle/legacy/gserver/layers/NormLayer.cpp
index 4678f6fa9a..443e26dbc8 100644
--- a/paddle/legacy/gserver/layers/NormLayer.cpp
+++ b/paddle/legacy/gserver/layers/NormLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "NormLayer.h"
 #include "NormProjectionLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 namespace paddle {
 
 REGISTER_LAYER_CREATE_FUNC(norm, &NormLayer::create);
diff --git a/paddle/legacy/gserver/layers/NormProjectionLayer.cpp b/paddle/legacy/gserver/layers/NormProjectionLayer.cpp
index 3013bbdbc7..72affaa1ce 100644
--- a/paddle/legacy/gserver/layers/NormProjectionLayer.cpp
+++ b/paddle/legacy/gserver/layers/NormProjectionLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "NormProjectionLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 size_t CMRProjectionNormLayer::getSize() {
diff --git a/paddle/legacy/gserver/layers/OuterProdLayer.cpp b/paddle/legacy/gserver/layers/OuterProdLayer.cpp
index 7988560d5a..d0928be9d4 100644
--- a/paddle/legacy/gserver/layers/OuterProdLayer.cpp
+++ b/paddle/legacy/gserver/layers/OuterProdLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/PadLayer.cpp b/paddle/legacy/gserver/layers/PadLayer.cpp
index b1910e108b..7b92b3de2d 100644
--- a/paddle/legacy/gserver/layers/PadLayer.cpp
+++ b/paddle/legacy/gserver/layers/PadLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "PadLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ParameterReluLayer.cpp b/paddle/legacy/gserver/layers/ParameterReluLayer.cpp
index 12d04fc1c3..23715d1975 100644
--- a/paddle/legacy/gserver/layers/ParameterReluLayer.cpp
+++ b/paddle/legacy/gserver/layers/ParameterReluLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ParameterReluLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ParameterReluLayer.h b/paddle/legacy/gserver/layers/ParameterReluLayer.h
index a4abd7af75..3aac4b42f6 100644
--- a/paddle/legacy/gserver/layers/ParameterReluLayer.h
+++ b/paddle/legacy/gserver/layers/ParameterReluLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/Pool3DLayer.cpp b/paddle/legacy/gserver/layers/Pool3DLayer.cpp
index 3ac9eb0d81..ae3f55c27f 100644
--- a/paddle/legacy/gserver/layers/Pool3DLayer.cpp
+++ b/paddle/legacy/gserver/layers/Pool3DLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "Pool3DLayer.h"
 #include "PoolProjectionLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/PoolLayer.cpp b/paddle/legacy/gserver/layers/PoolLayer.cpp
index ee589e6be5..df172d9575 100644
--- a/paddle/legacy/gserver/layers/PoolLayer.cpp
+++ b/paddle/legacy/gserver/layers/PoolLayer.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "PoolLayer.h"
 #include "MaxPoolWithMaskLayer.h"
 #include "PoolProjectionLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 #ifdef PADDLE_WITH_CUDA
 #include "CudnnPoolLayer.h"
 #endif
diff --git a/paddle/legacy/gserver/layers/PoolProjectionLayer.cpp b/paddle/legacy/gserver/layers/PoolProjectionLayer.cpp
index 73d320e67e..e44b1d7ba1 100644
--- a/paddle/legacy/gserver/layers/PoolProjectionLayer.cpp
+++ b/paddle/legacy/gserver/layers/PoolProjectionLayer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "PoolProjectionLayer.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/PowerLayer.cpp b/paddle/legacy/gserver/layers/PowerLayer.cpp
index 26a57fcfdd..5e94c64db6 100644
--- a/paddle/legacy/gserver/layers/PowerLayer.cpp
+++ b/paddle/legacy/gserver/layers/PowerLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/RecurrentLayer.h b/paddle/legacy/gserver/layers/RecurrentLayer.h
index 94e633e657..287ea27a09 100644
--- a/paddle/legacy/gserver/layers/RecurrentLayer.h
+++ b/paddle/legacy/gserver/layers/RecurrentLayer.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #include <gflags/gflags.h>
 #include "Layer.h"
 #include "SequenceToBatch.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/RecurrentLayerGroup.cpp b/paddle/legacy/gserver/layers/RecurrentLayerGroup.cpp
index 4f121bdb4a..3932124599 100644
--- a/paddle/legacy/gserver/layers/RecurrentLayerGroup.cpp
+++ b/paddle/legacy/gserver/layers/RecurrentLayerGroup.cpp
@@ -16,7 +16,7 @@ limitations under the License. */
 #include "paddle/legacy/gserver/layers/Layer.h"
 
 #include "paddle/legacy/gserver/gradientmachines/RecurrentGradientMachine.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/RowConvLayer.cpp b/paddle/legacy/gserver/layers/RowConvLayer.cpp
index 63b499e486..1961557dc2 100644
--- a/paddle/legacy/gserver/layers/RowConvLayer.cpp
+++ b/paddle/legacy/gserver/layers/RowConvLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "RowConvLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ScaleSubRegionLayer.cpp b/paddle/legacy/gserver/layers/ScaleSubRegionLayer.cpp
index 68a0ff7358..70d44d2a7e 100644
--- a/paddle/legacy/gserver/layers/ScaleSubRegionLayer.cpp
+++ b/paddle/legacy/gserver/layers/ScaleSubRegionLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "ScaleSubRegionLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 namespace paddle {
 
 REGISTER_LAYER(scale_sub_region, ScaleSubRegionLayer);
diff --git a/paddle/legacy/gserver/layers/ScalingLayer.cpp b/paddle/legacy/gserver/layers/ScalingLayer.cpp
index e68ff8905e..a8286b6614 100644
--- a/paddle/legacy/gserver/layers/ScalingLayer.cpp
+++ b/paddle/legacy/gserver/layers/ScalingLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.cpp b/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.cpp
index a181f55d91..72fb068148 100644
--- a/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.cpp
+++ b/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.cpp
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <algorithm>
 #include <vector>
 #include "paddle/legacy/math/SparseMatrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.h b/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.h
index 068da57d8d..3ba04d9b2a 100644
--- a/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.h
+++ b/paddle/legacy/gserver/layers/SelectiveFullyConnectedLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SequenceConcatLayer.cpp b/paddle/legacy/gserver/layers/SequenceConcatLayer.cpp
index 024ca048b4..7b598e11ac 100644
--- a/paddle/legacy/gserver/layers/SequenceConcatLayer.cpp
+++ b/paddle/legacy/gserver/layers/SequenceConcatLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SequenceLastInstanceLayer.cpp b/paddle/legacy/gserver/layers/SequenceLastInstanceLayer.cpp
index b00bf65997..8735d71ba3 100644
--- a/paddle/legacy/gserver/layers/SequenceLastInstanceLayer.cpp
+++ b/paddle/legacy/gserver/layers/SequenceLastInstanceLayer.cpp
@@ -12,11 +12,11 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "SequencePoolLayer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SequencePoolLayer.cpp b/paddle/legacy/gserver/layers/SequencePoolLayer.cpp
index 650ab425d1..243b795db4 100644
--- a/paddle/legacy/gserver/layers/SequencePoolLayer.cpp
+++ b/paddle/legacy/gserver/layers/SequencePoolLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "SequencePoolLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SequenceReshapeLayer.cpp b/paddle/legacy/gserver/layers/SequenceReshapeLayer.cpp
index f72acadec9..e3d40cab50 100644
--- a/paddle/legacy/gserver/layers/SequenceReshapeLayer.cpp
+++ b/paddle/legacy/gserver/layers/SequenceReshapeLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SequenceSliceLayer.cpp b/paddle/legacy/gserver/layers/SequenceSliceLayer.cpp
index 65b4787fed..3ed51c4ef2 100644
--- a/paddle/legacy/gserver/layers/SequenceSliceLayer.cpp
+++ b/paddle/legacy/gserver/layers/SequenceSliceLayer.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SlopeInterceptLayer.cpp b/paddle/legacy/gserver/layers/SlopeInterceptLayer.cpp
index beb288e4ad..9168fd7dda 100644
--- a/paddle/legacy/gserver/layers/SlopeInterceptLayer.cpp
+++ b/paddle/legacy/gserver/layers/SlopeInterceptLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SpatialPyramidPoolLayer.h b/paddle/legacy/gserver/layers/SpatialPyramidPoolLayer.h
index 6cdfba33b3..6d8ed9c878 100644
--- a/paddle/legacy/gserver/layers/SpatialPyramidPoolLayer.h
+++ b/paddle/legacy/gserver/layers/SpatialPyramidPoolLayer.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "Layer.h"
 #include "PoolProjection.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 /**
diff --git a/paddle/legacy/gserver/layers/SubNestedSequenceLayer.cpp b/paddle/legacy/gserver/layers/SubNestedSequenceLayer.cpp
index 4f648ec01c..f363c2ac8d 100644
--- a/paddle/legacy/gserver/layers/SubNestedSequenceLayer.cpp
+++ b/paddle/legacy/gserver/layers/SubNestedSequenceLayer.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SubSequenceLayer.cpp b/paddle/legacy/gserver/layers/SubSequenceLayer.cpp
index 6b27550048..36796f0473 100644
--- a/paddle/legacy/gserver/layers/SubSequenceLayer.cpp
+++ b/paddle/legacy/gserver/layers/SubSequenceLayer.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SumToOneNormLayer.cpp b/paddle/legacy/gserver/layers/SumToOneNormLayer.cpp
index 4cd173a8c7..410f4dd7c9 100644
--- a/paddle/legacy/gserver/layers/SumToOneNormLayer.cpp
+++ b/paddle/legacy/gserver/layers/SumToOneNormLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/SwitchOrderLayer.cpp b/paddle/legacy/gserver/layers/SwitchOrderLayer.cpp
index 704735de38..513f3df7bc 100644
--- a/paddle/legacy/gserver/layers/SwitchOrderLayer.cpp
+++ b/paddle/legacy/gserver/layers/SwitchOrderLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "SwitchOrderLayer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/TensorLayer.cpp b/paddle/legacy/gserver/layers/TensorLayer.cpp
index b2271c63ef..7f874bce0f 100644
--- a/paddle/legacy/gserver/layers/TensorLayer.cpp
+++ b/paddle/legacy/gserver/layers/TensorLayer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "TensorLayer.h"
 
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/TensorLayer.h b/paddle/legacy/gserver/layers/TensorLayer.h
index 1c30f7c889..fc491a7c9f 100644
--- a/paddle/legacy/gserver/layers/TensorLayer.h
+++ b/paddle/legacy/gserver/layers/TensorLayer.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/TransLayer.cpp b/paddle/legacy/gserver/layers/TransLayer.cpp
index cf87ca53d1..fd1d435ea5 100644
--- a/paddle/legacy/gserver/layers/TransLayer.cpp
+++ b/paddle/legacy/gserver/layers/TransLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "TransLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 namespace paddle {
 
 REGISTER_LAYER(trans, TransLayer);
diff --git a/paddle/legacy/gserver/layers/TransposedFullMatrixProjection.cpp b/paddle/legacy/gserver/layers/TransposedFullMatrixProjection.cpp
index 45f5977989..c8533dc7d7 100644
--- a/paddle/legacy/gserver/layers/TransposedFullMatrixProjection.cpp
+++ b/paddle/legacy/gserver/layers/TransposedFullMatrixProjection.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Projection.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/UpsampleLayer.h b/paddle/legacy/gserver/layers/UpsampleLayer.h
index ea12a711a8..2fe5938244 100644
--- a/paddle/legacy/gserver/layers/UpsampleLayer.h
+++ b/paddle/legacy/gserver/layers/UpsampleLayer.h
@@ -17,8 +17,8 @@ limitations under the License. */
 #include <vector>
 #include "Layer.h"
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Stat.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/layers/ValidationLayer.cpp b/paddle/legacy/gserver/layers/ValidationLayer.cpp
index b626825a7b..9956fd2ed4 100644
--- a/paddle/legacy/gserver/layers/ValidationLayer.cpp
+++ b/paddle/legacy/gserver/layers/ValidationLayer.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <memory>
 
 #include "ValidationLayer.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/gserver/tests/test_BatchNorm.cpp b/paddle/legacy/gserver/tests/test_BatchNorm.cpp
index c7a65a3051..e21fa16074 100644
--- a/paddle/legacy/gserver/tests/test_BatchNorm.cpp
+++ b/paddle/legacy/gserver/tests/test_BatchNorm.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <vector>
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 #include "LayerGradUtil.h"
 #include "paddle/legacy/cuda/include/hl_batch_norm.h"
diff --git a/paddle/legacy/gserver/tests/test_CompareSparse.cpp b/paddle/legacy/gserver/tests/test_CompareSparse.cpp
index 26b23eac7c..11b633a588 100644
--- a/paddle/legacy/gserver/tests/test_CompareSparse.cpp
+++ b/paddle/legacy/gserver/tests/test_CompareSparse.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 
 #include "paddle/legacy/trainer/Trainer.h"
 
diff --git a/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp b/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
index 6e8f855c6b..e19c34abbd 100644
--- a/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
+++ b/paddle/legacy/gserver/tests/test_CompareTwoNets.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <algorithm>
 #include <cstdlib>
 
diff --git a/paddle/legacy/gserver/tests/test_ConvTrans.cpp b/paddle/legacy/gserver/tests/test_ConvTrans.cpp
index 41a03f3b44..4ea0a3d379 100644
--- a/paddle/legacy/gserver/tests/test_ConvTrans.cpp
+++ b/paddle/legacy/gserver/tests/test_ConvTrans.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 #include "LayerGradUtil.h"
 #include "paddle/testing/TestUtil.h"
diff --git a/paddle/legacy/gserver/tests/test_ConvUnify.cpp b/paddle/legacy/gserver/tests/test_ConvUnify.cpp
index a01a2b6937..d4ca158352 100644
--- a/paddle/legacy/gserver/tests/test_ConvUnify.cpp
+++ b/paddle/legacy/gserver/tests/test_ConvUnify.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 #include "LayerGradUtil.h"
 #include "paddle/testing/TestUtil.h"
diff --git a/paddle/legacy/gserver/tests/test_KmaxSeqScore.cpp b/paddle/legacy/gserver/tests/test_KmaxSeqScore.cpp
index 6a1cfdc705..e15b4e5038 100644
--- a/paddle/legacy/gserver/tests/test_KmaxSeqScore.cpp
+++ b/paddle/legacy/gserver/tests/test_KmaxSeqScore.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include <vector>
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 #include "LayerGradUtil.h"
 #include "paddle/testing/TestUtil.h"
diff --git a/paddle/legacy/gserver/tests/test_LinearChainCRF.cpp b/paddle/legacy/gserver/tests/test_LinearChainCRF.cpp
index 1c95492551..7082c1363a 100644
--- a/paddle/legacy/gserver/tests/test_LinearChainCRF.cpp
+++ b/paddle/legacy/gserver/tests/test_LinearChainCRF.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <vector>
 #include "paddle/legacy/gserver/layers/LinearChainCRF.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_MKLDNN.cpp b/paddle/legacy/gserver/tests/test_MKLDNN.cpp
index a20ccfb772..c79ccd1956 100644
--- a/paddle/legacy/gserver/tests/test_MKLDNN.cpp
+++ b/paddle/legacy/gserver/tests/test_MKLDNN.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <string>
 #include <vector>
 #include "MKLDNNTester.h"
diff --git a/paddle/legacy/gserver/tests/test_MultinomialSampler.cpp b/paddle/legacy/gserver/tests/test_MultinomialSampler.cpp
index ca1a588d83..25b1a1191d 100644
--- a/paddle/legacy/gserver/tests/test_MultinomialSampler.cpp
+++ b/paddle/legacy/gserver/tests/test_MultinomialSampler.cpp
@@ -18,10 +18,10 @@ limitations under the License. */
 #include <vector>
 
 #undef PADDLE_DISABLE_TIMER
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 #include "paddle/legacy/gserver/layers/MultinomialSampler.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_NetworkCompare.cpp b/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
index e07922b58c..c9f9f3e61b 100644
--- a/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
+++ b/paddle/legacy/gserver/tests/test_NetworkCompare.cpp
@@ -14,13 +14,13 @@ limitations under the License. */
 
 #undef PADDLE_DISABLE_TIMER
 #include <gtest/gtest.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <algorithm>
 #include <cstdlib>
 
 #include "paddle/legacy/trainer/Trainer.h"
+#include "paddle/legacy/utils/Stat.h"
 #include "paddle/testing/TestUtil.h"
-#include "paddle/utils/Stat.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/gserver/tests/test_PyDataProvider.cpp b/paddle/legacy/gserver/tests/test_PyDataProvider.cpp
index 9cde4ecca5..0209e6818a 100644
--- a/paddle/legacy/gserver/tests/test_PyDataProvider.cpp
+++ b/paddle/legacy/gserver/tests/test_PyDataProvider.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include <gtest/gtest.h>
 
 #include "paddle/legacy/gserver/dataproviders/PyDataProvider.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "paddle/testing/TestUtil.h"
 
diff --git a/paddle/legacy/gserver/tests/test_PyDataProvider2.cpp b/paddle/legacy/gserver/tests/test_PyDataProvider2.cpp
index 7f5a087b9a..de313ba82c 100644
--- a/paddle/legacy/gserver/tests/test_PyDataProvider2.cpp
+++ b/paddle/legacy/gserver/tests/test_PyDataProvider2.cpp
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <fstream>
 #include "paddle/legacy/gserver/dataproviders/DataProvider.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_string(train_list, "unittest.list", "file list for unittest");
 
diff --git a/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp b/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
index 279f2c2fbb..153c3e7f36 100644
--- a/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
+++ b/paddle/legacy/gserver/tests/test_RecurrentGradientMachine.cpp
@@ -17,9 +17,9 @@ limitations under the License. */
 #include <paddle/legacy/parameter/ParameterUpdateFunctions.h>
 #include <paddle/legacy/trainer/Trainer.h>
 #include <paddle/legacy/trainer/TrainerInternal.h>
-#include <paddle/utils/PythonUtil.h>
-#include <paddle/utils/Util.h>
-#include <paddle/utils/Version.h>
+#include <paddle/legacy/utils/PythonUtil.h>
+#include <paddle/legacy/utils/Util.h>
+#include <paddle/legacy/utils/Version.h>
 
 DECLARE_int32(seed);
 
diff --git a/paddle/legacy/gserver/tests/test_RecurrentLayer.cpp b/paddle/legacy/gserver/tests/test_RecurrentLayer.cpp
index 852a08d493..71198cb6a1 100644
--- a/paddle/legacy/gserver/tests/test_RecurrentLayer.cpp
+++ b/paddle/legacy/gserver/tests/test_RecurrentLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/Version.h>
+#include <paddle/legacy/utils/Version.h>
 #include <vector>
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
diff --git a/paddle/legacy/gserver/tests/test_SelectiveFCLayer.cpp b/paddle/legacy/gserver/tests/test_SelectiveFCLayer.cpp
index 160d95f158..1975d9196d 100644
--- a/paddle/legacy/gserver/tests/test_SelectiveFCLayer.cpp
+++ b/paddle/legacy/gserver/tests/test_SelectiveFCLayer.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 #include <math.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <algorithm>
 #include <cstdlib>
 #include <ctime>
diff --git a/paddle/legacy/gserver/tests/test_WarpCTCLayer.cpp b/paddle/legacy/gserver/tests/test_WarpCTCLayer.cpp
index 34b88e6893..b1697e1616 100644
--- a/paddle/legacy/gserver/tests/test_WarpCTCLayer.cpp
+++ b/paddle/legacy/gserver/tests/test_WarpCTCLayer.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/Version.h>
+#include <paddle/legacy/utils/Version.h>
 #include "ModelConfig.pb.h"
 #include "paddle/legacy/gserver/layers/CTCLayer.h"
 #include "paddle/legacy/gserver/layers/DataLayer.h"
diff --git a/paddle/legacy/math/Allocator.h b/paddle/legacy/math/Allocator.h
index c43a83891e..ffb5ec1cad 100644
--- a/paddle/legacy/math/Allocator.h
+++ b/paddle/legacy/math/Allocator.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <stdlib.h>
 #include <mutex>
 #include "hl_gpu.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/BaseMatrix.cu b/paddle/legacy/math/BaseMatrix.cu
index 7b57419e5a..7e7cdc57a9 100644
--- a/paddle/legacy/math/BaseMatrix.cu
+++ b/paddle/legacy/math/BaseMatrix.cu
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/Logging.h>
+#include <paddle/legacy/utils/Logging.h>
 #include <string.h>
 #include <cmath>
 #include "BaseMatrix.h"
diff --git a/paddle/legacy/math/BaseMatrix.h b/paddle/legacy/math/BaseMatrix.h
index 1958629aa0..4627f847d3 100644
--- a/paddle/legacy/math/BaseMatrix.h
+++ b/paddle/legacy/math/BaseMatrix.h
@@ -16,7 +16,7 @@ limitations under the License. */
 #include <stdint.h>
 #include <cstddef>
 #include "TensorExpression.h"
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/CpuSparseMatrix.cpp b/paddle/legacy/math/CpuSparseMatrix.cpp
index 88683ec984..20c65a3a1d 100644
--- a/paddle/legacy/math/CpuSparseMatrix.cpp
+++ b/paddle/legacy/math/CpuSparseMatrix.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "float.h"
 #include "hl_gpu.h"
 #include "paddle/legacy/math/MathUtils.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/MathFunctions.cpp b/paddle/legacy/math/MathFunctions.cpp
index 152aeb5d64..bbf34a32f3 100644
--- a/paddle/legacy/math/MathFunctions.cpp
+++ b/paddle/legacy/math/MathFunctions.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "paddle/legacy/math/MathFunctions.h"
 #include "hl_matrix_apply.cuh"
 #include "hl_matrix_ops.cuh"
-#include "paddle/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
 
 namespace dynload {
 
diff --git a/paddle/legacy/math/MathUtils.cpp b/paddle/legacy/math/MathUtils.cpp
index b2afdbcd51..47ac9c187c 100644
--- a/paddle/legacy/math/MathUtils.cpp
+++ b/paddle/legacy/math/MathUtils.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "MathUtils.h"
 #include <algorithm>
 #include "Vector.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/Matrix.cpp b/paddle/legacy/math/Matrix.cpp
index 50b0bc5011..e53f95006c 100644
--- a/paddle/legacy/math/Matrix.cpp
+++ b/paddle/legacy/math/Matrix.cpp
@@ -26,11 +26,11 @@ limitations under the License. */
 #include "hl_gpu.h"
 #include "hl_table_apply.h"
 #include "hl_top_k.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "NEONFunctions.h"
 #include "paddle/legacy/function/GemmFunctor.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 #include "SIMDFunctions.h"
 
diff --git a/paddle/legacy/math/Matrix.h b/paddle/legacy/math/Matrix.h
index 74dc690792..ff4f4cfc2a 100644
--- a/paddle/legacy/math/Matrix.h
+++ b/paddle/legacy/math/Matrix.h
@@ -18,16 +18,16 @@ limitations under the License. */
 #include <memory>
 #include <thread>
 
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 #include <hl_gpu.h>
 
 #include "BaseMatrix.h"
 #include "MemoryHandle.h"
 #include "Vector.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/MatrixBitCode.cpp b/paddle/legacy/math/MatrixBitCode.cpp
index f7a949294b..f35f266a30 100644
--- a/paddle/legacy/math/MatrixBitCode.cpp
+++ b/paddle/legacy/math/MatrixBitCode.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Matrix.h"
 #include "hl_gpu.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/RowBuffer.h b/paddle/legacy/math/RowBuffer.h
index 6950afaa21..9dfd5eff06 100644
--- a/paddle/legacy/math/RowBuffer.h
+++ b/paddle/legacy/math/RowBuffer.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 #include <vector>
 #include "MemoryHandle.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/SparseMatrix.cpp b/paddle/legacy/math/SparseMatrix.cpp
index 1faa343dbc..6f68252b0a 100644
--- a/paddle/legacy/math/SparseMatrix.cpp
+++ b/paddle/legacy/math/SparseMatrix.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include <vector>
 #include "hl_gpu.h"
 #include "hl_top_k.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/SparseRowMatrix.cpp b/paddle/legacy/math/SparseRowMatrix.cpp
index 4254175aab..39bcdf2298 100644
--- a/paddle/legacy/math/SparseRowMatrix.cpp
+++ b/paddle/legacy/math/SparseRowMatrix.cpp
@@ -17,12 +17,12 @@ limitations under the License. */
 
 #include <algorithm>
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "SIMDFunctions.h"
 
-#include "paddle/utils/Thread.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Thread.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/SparseRowMatrix.h b/paddle/legacy/math/SparseRowMatrix.h
index cf6779e8b0..e206747a41 100644
--- a/paddle/legacy/math/SparseRowMatrix.h
+++ b/paddle/legacy/math/SparseRowMatrix.h
@@ -21,7 +21,7 @@ limitations under the License. */
 #include <algorithm>
 #include "Matrix.h"
 #include "RowBuffer.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/Storage.cpp b/paddle/legacy/math/Storage.cpp
index 5982bf2e56..65d53aeaa9 100644
--- a/paddle/legacy/math/Storage.cpp
+++ b/paddle/legacy/math/Storage.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "Storage.h"
 #include "Allocator.h"
-#include "paddle/utils/StringUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/StringUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 #ifndef PADDLE_MOBILE_INFERENCE
 DEFINE_int32(pool_limit_size,
diff --git a/paddle/legacy/math/Storage.h b/paddle/legacy/math/Storage.h
index 61a9aa2a07..bd22dde2c8 100644
--- a/paddle/legacy/math/Storage.h
+++ b/paddle/legacy/math/Storage.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <mutex>
 #include <vector>
 #include "PoolAllocator.h"
-#include "paddle/utils/Locks.h"
+#include "paddle/legacy/utils/Locks.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/TensorAssign.h b/paddle/legacy/math/TensorAssign.h
index 7d4726ddba..efbfce6c4f 100644
--- a/paddle/legacy/math/TensorAssign.h
+++ b/paddle/legacy/math/TensorAssign.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include <algorithm>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/TensorEvaluate.h b/paddle/legacy/math/TensorEvaluate.h
index 2a722016e7..3029dd35fb 100644
--- a/paddle/legacy/math/TensorEvaluate.h
+++ b/paddle/legacy/math/TensorEvaluate.h
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include <algorithm>
 #include "hl_base.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/TensorExpression.h b/paddle/legacy/math/TensorExpression.h
index f6da9adfca..1c6cf07831 100644
--- a/paddle/legacy/math/TensorExpression.h
+++ b/paddle/legacy/math/TensorExpression.h
@@ -16,8 +16,8 @@ limitations under the License. */
 #include <stdint.h>
 #include <cstddef>
 #include "hl_tensor_ops.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/TrainingAlgorithmOp.cu b/paddle/legacy/math/TrainingAlgorithmOp.cu
index b844768d3b..9e1eaa0f45 100644
--- a/paddle/legacy/math/TrainingAlgorithmOp.cu
+++ b/paddle/legacy/math/TrainingAlgorithmOp.cu
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "BaseMatrix.h"
 #include "TrainingAlgorithmOp.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #if __cplusplus > 199711L
 
diff --git a/paddle/legacy/math/TrainingAlgorithmOp.h b/paddle/legacy/math/TrainingAlgorithmOp.h
index fe40fc2d36..921c2742cf 100644
--- a/paddle/legacy/math/TrainingAlgorithmOp.h
+++ b/paddle/legacy/math/TrainingAlgorithmOp.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include "BaseMatrix.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/Vector.cpp b/paddle/legacy/math/Vector.cpp
index 2a47ed7ef8..87f48bb162 100644
--- a/paddle/legacy/math/Vector.cpp
+++ b/paddle/legacy/math/Vector.cpp
@@ -13,17 +13,17 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Vector.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <memory>
 #include "Matrix.h"
 #include "hl_gpu.h"
 #include "hl_matrix.h"
 #include "hl_table_apply.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Thread.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Thread.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/Vector.h b/paddle/legacy/math/Vector.h
index 964b42cae5..63cb4651c5 100644
--- a/paddle/legacy/math/Vector.h
+++ b/paddle/legacy/math/Vector.h
@@ -21,8 +21,8 @@ limitations under the License. */
 
 #include "BaseMatrix.h"
 #include "MemoryHandle.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Thread.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Thread.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/math/tests/OriginalOptimizerApi.h b/paddle/legacy/math/tests/OriginalOptimizerApi.h
index 1f942e28f4..f386e19958 100644
--- a/paddle/legacy/math/tests/OriginalOptimizerApi.h
+++ b/paddle/legacy/math/tests/OriginalOptimizerApi.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
 
 using namespace paddle;  // NOLINT
 
diff --git a/paddle/legacy/math/tests/PerfUtils.h b/paddle/legacy/math/tests/PerfUtils.h
index bee2351e2f..eaf4869e4c 100644
--- a/paddle/legacy/math/tests/PerfUtils.h
+++ b/paddle/legacy/math/tests/PerfUtils.h
@@ -21,7 +21,7 @@ limitations under the License. */
 
 #else
 
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 using namespace paddle;  // NOLINT
 
 #define EXPRESSION_PERFORMANCE(expression)                             \
diff --git a/paddle/legacy/math/tests/test_Allocator.cpp b/paddle/legacy/math/tests/test_Allocator.cpp
index 710b55f57e..122be9082a 100644
--- a/paddle/legacy/math/tests/test_Allocator.cpp
+++ b/paddle/legacy/math/tests/test_Allocator.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 #define private public
 #include "paddle/legacy/math/Allocator.h"
 #include "paddle/legacy/math/MemoryHandle.h"
diff --git a/paddle/legacy/math/tests/test_CpuGpuVector.cpp b/paddle/legacy/math/tests/test_CpuGpuVector.cpp
index 3807158200..010fef534d 100644
--- a/paddle/legacy/math/tests/test_CpuGpuVector.cpp
+++ b/paddle/legacy/math/tests/test_CpuGpuVector.cpp
@@ -16,7 +16,7 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 #include "test_matrixUtil.h"
 
 using namespace paddle;  // NOLINT
diff --git a/paddle/legacy/math/tests/test_ExecViaCpu.cpp b/paddle/legacy/math/tests/test_ExecViaCpu.cpp
index 55a3f5f505..b2ce0bc7ed 100644
--- a/paddle/legacy/math/tests/test_ExecViaCpu.cpp
+++ b/paddle/legacy/math/tests/test_ExecViaCpu.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/PythonUtil.h>
-#include <paddle/utils/Util.h>
+#include <paddle/legacy/utils/PythonUtil.h>
+#include <paddle/legacy/utils/Util.h>
 #include <vector>
 #include "paddle/legacy/math/SparseMatrix.h"
 
diff --git a/paddle/legacy/math/tests/test_FPException.cpp b/paddle/legacy/math/tests/test_FPException.cpp
index 6fd17f2969..aa6aea71c8 100644
--- a/paddle/legacy/math/tests/test_FPException.cpp
+++ b/paddle/legacy/math/tests/test_FPException.cpp
@@ -31,7 +31,7 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 using namespace paddle;  // NOLINT
 
diff --git a/paddle/legacy/math/tests/test_GpuProfiler.cpp b/paddle/legacy/math/tests/test_GpuProfiler.cpp
index 450c9a035e..ee27109f21 100644
--- a/paddle/legacy/math/tests/test_GpuProfiler.cpp
+++ b/paddle/legacy/math/tests/test_GpuProfiler.cpp
@@ -17,9 +17,9 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/SparseMatrix.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 #include "paddle/testing/TestUtil.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/math/tests/test_SIMDFunctions.cpp b/paddle/legacy/math/tests/test_SIMDFunctions.cpp
index eef281b3f7..c6490f70e3 100644
--- a/paddle/legacy/math/tests/test_SIMDFunctions.cpp
+++ b/paddle/legacy/math/tests/test_SIMDFunctions.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/legacy/math/SIMDFunctions.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <gtest/gtest.h>
 
diff --git a/paddle/legacy/math/tests/test_SparseMatrix.cpp b/paddle/legacy/math/tests/test_SparseMatrix.cpp
index dbcbeb8d50..30896a945e 100644
--- a/paddle/legacy/math/tests/test_SparseMatrix.cpp
+++ b/paddle/legacy/math/tests/test_SparseMatrix.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <vector>
 #include "test_matrixUtil.h"
 
diff --git a/paddle/legacy/math/tests/test_TrainingAlgorithm.cpp b/paddle/legacy/math/tests/test_TrainingAlgorithm.cpp
index 3ae9cf111a..214ae8971a 100644
--- a/paddle/legacy/math/tests/test_TrainingAlgorithm.cpp
+++ b/paddle/legacy/math/tests/test_TrainingAlgorithm.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "PerfUtils.h"
 #include "TensorCheck.h"
 #include "paddle/legacy/math/TrainingAlgorithmOp.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 
diff --git a/paddle/legacy/math/tests/test_matrixCompare.cpp b/paddle/legacy/math/tests/test_matrixCompare.cpp
index 98521aeb04..a43adde46f 100644
--- a/paddle/legacy/math/tests/test_matrixCompare.cpp
+++ b/paddle/legacy/math/tests/test_matrixCompare.cpp
@@ -21,10 +21,10 @@ limitations under the License. */
 #include "paddle/legacy/math/MathUtils.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/SparseMatrix.h"
+#include "paddle/legacy/utils/DynamicLoader.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 #include "paddle/testing/TestUtil.h"
-#include "paddle/utils/DynamicLoader.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/math/tests/test_matrixUtil.h b/paddle/legacy/math/tests/test_matrixUtil.h
index bb80172b1e..58c93f746e 100644
--- a/paddle/legacy/math/tests/test_matrixUtil.h
+++ b/paddle/legacy/math/tests/test_matrixUtil.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 #include <gtest/gtest.h>
-#include <paddle/utils/Util.h>
+#include <paddle/legacy/utils/Util.h>
 #include "paddle/legacy/math/SparseMatrix.h"
 
 namespace paddle {
diff --git a/paddle/legacy/math/tests/test_sparseMatrixCompare.cpp b/paddle/legacy/math/tests/test_sparseMatrixCompare.cpp
index 959c9d40b0..492aa0a689 100644
--- a/paddle/legacy/math/tests/test_sparseMatrixCompare.cpp
+++ b/paddle/legacy/math/tests/test_sparseMatrixCompare.cpp
@@ -19,7 +19,7 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 #include "paddle/legacy/math/Matrix.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 #include "test_matrixUtil.h"
 
 using namespace paddle;  // NOLINT
diff --git a/paddle/legacy/optimizer/serialization.h b/paddle/legacy/optimizer/serialization.h
index bf12eed15f..2067a8d8cf 100644
--- a/paddle/legacy/optimizer/serialization.h
+++ b/paddle/legacy/optimizer/serialization.h
@@ -19,7 +19,7 @@
 #include <string>
 #include <type_traits>
 #include "OptimizerConfig.pb.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 #include "tensor.h"
 
 namespace paddle {
diff --git a/paddle/legacy/optimizer/tensor.h b/paddle/legacy/optimizer/tensor.h
index d2cef99074..2e58577d4d 100644
--- a/paddle/legacy/optimizer/tensor.h
+++ b/paddle/legacy/optimizer/tensor.h
@@ -18,8 +18,8 @@
 
 #include <string.h>
 #include <memory>
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 namespace optimizer {
diff --git a/paddle/legacy/parameter/Argument.h b/paddle/legacy/parameter/Argument.h
index f936d944cb..ea8634896c 100644
--- a/paddle/legacy/parameter/Argument.h
+++ b/paddle/legacy/parameter/Argument.h
@@ -16,8 +16,8 @@ limitations under the License. */
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/parameter/Parameter.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/FirstOrderOptimizer.cpp b/paddle/legacy/parameter/FirstOrderOptimizer.cpp
index 89bb840f82..4f82a115f7 100644
--- a/paddle/legacy/parameter/FirstOrderOptimizer.cpp
+++ b/paddle/legacy/parameter/FirstOrderOptimizer.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "FirstOrderOptimizer.h"
 #include "paddle/legacy/math/TrainingAlgorithmOp.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <cmath>
 
diff --git a/paddle/legacy/parameter/LearningRateScheduler.cpp b/paddle/legacy/parameter/LearningRateScheduler.cpp
index d57d2189a4..68c44a7ec4 100644
--- a/paddle/legacy/parameter/LearningRateScheduler.cpp
+++ b/paddle/legacy/parameter/LearningRateScheduler.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "LearningRateScheduler.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/LearningRateScheduler.h b/paddle/legacy/parameter/LearningRateScheduler.h
index 3fad970402..fc7e380a6a 100644
--- a/paddle/legacy/parameter/LearningRateScheduler.h
+++ b/paddle/legacy/parameter/LearningRateScheduler.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include "TrainerConfig.pb.h"
-#include "paddle/utils/ClassRegistrar.h"
+#include "paddle/legacy/utils/ClassRegistrar.h"
 
 namespace paddle {
 // NOLINTNEXTLINES_4
diff --git a/paddle/legacy/parameter/Parameter.cpp b/paddle/legacy/parameter/Parameter.cpp
index d00019027b..666d808f0c 100644
--- a/paddle/legacy/parameter/Parameter.cpp
+++ b/paddle/legacy/parameter/Parameter.cpp
@@ -25,7 +25,7 @@ limitations under the License. */
 #include "paddle/legacy/math/CpuSparseMatrix.h"
 #include "paddle/legacy/math/MathUtils.h"
 #include "paddle/legacy/math/SparseRowMatrix.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 DEFINE_int32(enable_grad_share,
              (100 * 1024 * 1024),
diff --git a/paddle/legacy/parameter/Parameter.h b/paddle/legacy/parameter/Parameter.h
index 75cfb3f4aa..43b567dad0 100644
--- a/paddle/legacy/parameter/Parameter.h
+++ b/paddle/legacy/parameter/Parameter.h
@@ -26,11 +26,11 @@ limitations under the License. */
 #include "ParameterUpdaterHook.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/ThreadLocal.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/ParameterOptimizer.cpp b/paddle/legacy/parameter/ParameterOptimizer.cpp
index 638daa58f1..b9dffa5afb 100644
--- a/paddle/legacy/parameter/ParameterOptimizer.cpp
+++ b/paddle/legacy/parameter/ParameterOptimizer.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include <fstream>
 
diff --git a/paddle/legacy/parameter/ParameterUpdateFunctions.cpp b/paddle/legacy/parameter/ParameterUpdateFunctions.cpp
index db1153c2d6..72c9841acf 100644
--- a/paddle/legacy/parameter/ParameterUpdateFunctions.cpp
+++ b/paddle/legacy/parameter/ParameterUpdateFunctions.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 #ifdef __AVX__
 #include <x86intrin.h>
 #include <xmmintrin.h>
diff --git a/paddle/legacy/parameter/ParameterUpdateFunctions.h b/paddle/legacy/parameter/ParameterUpdateFunctions.h
index 3dbde93b91..a7cc1c4c47 100644
--- a/paddle/legacy/parameter/ParameterUpdateFunctions.h
+++ b/paddle/legacy/parameter/ParameterUpdateFunctions.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Common.h"
+#include "paddle/legacy/utils/Common.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/ParameterUpdaterBase.cpp b/paddle/legacy/parameter/ParameterUpdaterBase.cpp
index 7815856b45..7d9d3fad63 100644
--- a/paddle/legacy/parameter/ParameterUpdaterBase.cpp
+++ b/paddle/legacy/parameter/ParameterUpdaterBase.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include "ParameterUpdaterBase.h"
 #include <fstream>
 #include "hl_gpu.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/ParameterUpdaterHook.cpp b/paddle/legacy/parameter/ParameterUpdaterHook.cpp
index e4677f894a..bfb9769fb6 100644
--- a/paddle/legacy/parameter/ParameterUpdaterHook.cpp
+++ b/paddle/legacy/parameter/ParameterUpdaterHook.cpp
@@ -24,8 +24,8 @@ limitations under the License. */
 
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/parameter/Parameter.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/Regularizer.cpp b/paddle/legacy/parameter/Regularizer.cpp
index d223fd2df6..c1d5f4fa68 100644
--- a/paddle/legacy/parameter/Regularizer.cpp
+++ b/paddle/legacy/parameter/Regularizer.cpp
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Regularizer.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/Weight.cpp b/paddle/legacy/parameter/Weight.cpp
index ba4ddce69f..9d94050a5c 100644
--- a/paddle/legacy/parameter/Weight.cpp
+++ b/paddle/legacy/parameter/Weight.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "Weight.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/parameter/tests/test_common.cpp b/paddle/legacy/parameter/tests/test_common.cpp
index 3c4ee11934..8de9d6da98 100644
--- a/paddle/legacy/parameter/tests/test_common.cpp
+++ b/paddle/legacy/parameter/tests/test_common.cpp
@@ -12,14 +12,14 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/Util.h>
+#include <paddle/legacy/utils/Util.h>
 #include <stdlib.h>
 
 #include <gtest/gtest.h>
 #include <paddle/legacy/parameter/ParameterUpdateFunctions.h>
-#include <paddle/utils/Flags.h>
-#include <paddle/utils/Stat.h>
-#include <paddle/utils/Thread.h>
+#include <paddle/legacy/utils/Flags.h>
+#include <paddle/legacy/utils/Stat.h>
+#include <paddle/legacy/utils/Thread.h>
 
 using namespace paddle;  // NOLINT
 
diff --git a/paddle/legacy/pserver/BaseClient.cpp b/paddle/legacy/pserver/BaseClient.cpp
index a6204ef47e..13bb8a1cc5 100644
--- a/paddle/legacy/pserver/BaseClient.cpp
+++ b/paddle/legacy/pserver/BaseClient.cpp
@@ -16,7 +16,7 @@ limitations under the License. */
 #include <gflags/gflags.h>
 #include <string.h>
 #include <vector>
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DECLARE_string(pservers);
 
diff --git a/paddle/legacy/pserver/BaseClient.h b/paddle/legacy/pserver/BaseClient.h
index 92bb0a8b6a..66e8f39cd6 100644
--- a/paddle/legacy/pserver/BaseClient.h
+++ b/paddle/legacy/pserver/BaseClient.h
@@ -17,8 +17,8 @@ limitations under the License. */
 #include "ParameterService.pb.h"
 #include "paddle/legacy/math/Matrix.h"
 #include "paddle/legacy/pserver/ProtoServer.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Queue.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Queue.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/pserver/LightNetwork.cpp b/paddle/legacy/pserver/LightNetwork.cpp
index 4c0da2217e..469c95853e 100644
--- a/paddle/legacy/pserver/LightNetwork.cpp
+++ b/paddle/legacy/pserver/LightNetwork.cpp
@@ -27,8 +27,8 @@ limitations under the License. */
 
 #include "LightNetwork.h"
 #include "RDMANetwork.h"
-#include "paddle/utils/StringUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/StringUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 /// quick ack can reduce the latency of small message
 DEFINE_bool(small_messages,
diff --git a/paddle/legacy/pserver/LightNetwork.h b/paddle/legacy/pserver/LightNetwork.h
index bcfc9655e9..380f86832f 100644
--- a/paddle/legacy/pserver/LightNetwork.h
+++ b/paddle/legacy/pserver/LightNetwork.h
@@ -21,7 +21,7 @@ limitations under the License. */
 #include <thread>
 #include <vector>
 
-#include "paddle/utils/Thread.h"
+#include "paddle/legacy/utils/Thread.h"
 
 struct sxi_socket;
 
diff --git a/paddle/legacy/pserver/ParameterClient2.cpp b/paddle/legacy/pserver/ParameterClient2.cpp
index 98b3966250..4c544ddc28 100644
--- a/paddle/legacy/pserver/ParameterClient2.cpp
+++ b/paddle/legacy/pserver/ParameterClient2.cpp
@@ -16,9 +16,9 @@ limitations under the License. */
 
 #include "ParameterClient2.h"
 #include "paddle/legacy/math/SparseRowMatrix.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 DEFINE_string(pservers, "127.0.0.1", "Comma separated addresses of pservers");
 DEFINE_int32(parallel_thread_num, 1, "Thread number for parameter send");
diff --git a/paddle/legacy/pserver/ParameterClient2.h b/paddle/legacy/pserver/ParameterClient2.h
index 2bc0e47866..9320e19c4d 100644
--- a/paddle/legacy/pserver/ParameterClient2.h
+++ b/paddle/legacy/pserver/ParameterClient2.h
@@ -23,11 +23,11 @@ limitations under the License. */
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/parameter/Parameter.h"
 #include "paddle/legacy/pserver/BaseClient.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Queue.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Queue.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "ParameterService.pb.h"
 
diff --git a/paddle/legacy/pserver/ParameterServer2.cpp b/paddle/legacy/pserver/ParameterServer2.cpp
index 293fc7ca69..8533a322d9 100644
--- a/paddle/legacy/pserver/ParameterServer2.cpp
+++ b/paddle/legacy/pserver/ParameterServer2.cpp
@@ -26,10 +26,10 @@ limitations under the License. */
 #include "paddle/legacy/parameter/ParameterUpdateFunctions.h"
 #include "paddle/legacy/parameter/Regularizer.h"
 #include "paddle/legacy/parameter/ThreadLocalBuffer.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 DEFINE_int32(pserver_num_threads, 1, "number of threads for sync op exec");
 DEFINE_double(async_lagged_ratio_min,
diff --git a/paddle/legacy/pserver/ParameterServer2.h b/paddle/legacy/pserver/ParameterServer2.h
index 040699878d..069e730ea4 100644
--- a/paddle/legacy/pserver/ParameterServer2.h
+++ b/paddle/legacy/pserver/ParameterServer2.h
@@ -29,10 +29,10 @@ limitations under the License. */
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/parameter/Parameter.h"
 #include "paddle/legacy/parameter/ParameterOptimizer.h"
-#include "paddle/utils/Common.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/ThreadLocal.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/ThreadLocal.h"
 
 #include "ParameterService.pb.h"
 
diff --git a/paddle/legacy/pserver/ParameterServerController.h b/paddle/legacy/pserver/ParameterServerController.h
index 1308d62fb1..b90d0cbcea 100644
--- a/paddle/legacy/pserver/ParameterServerController.h
+++ b/paddle/legacy/pserver/ParameterServerController.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "ParameterServer2.h"
 #include "ParameterServerConfig.pb.h"
 #include "RDMANetwork.h"
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/pserver/RDMANetwork.h b/paddle/legacy/pserver/RDMANetwork.h
index 83db6b9df7..c87056f72c 100644
--- a/paddle/legacy/pserver/RDMANetwork.h
+++ b/paddle/legacy/pserver/RDMANetwork.h
@@ -19,7 +19,7 @@ limitations under the License. */
 #else
 #define PROMPT_ERR() LOG(FATAL) << "Paddle is not compiled with rdma"
 #endif
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include <netinet/in.h>
 struct sxi_sock;
diff --git a/paddle/legacy/pserver/SocketChannel.cpp b/paddle/legacy/pserver/SocketChannel.cpp
index 72e6943408..79c763c62b 100644
--- a/paddle/legacy/pserver/SocketChannel.cpp
+++ b/paddle/legacy/pserver/SocketChannel.cpp
@@ -22,7 +22,7 @@ limitations under the License. */
 #include <unistd.h>
 #include "RDMANetwork.h"
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/pserver/SocketChannel.h b/paddle/legacy/pserver/SocketChannel.h
index 8b45ac5609..a7b3cd42f0 100644
--- a/paddle/legacy/pserver/SocketChannel.h
+++ b/paddle/legacy/pserver/SocketChannel.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <sys/uio.h>
 
diff --git a/paddle/legacy/pserver/SparseParameterDistribution.cpp b/paddle/legacy/pserver/SparseParameterDistribution.cpp
index bb247f389c..3f17b228f0 100644
--- a/paddle/legacy/pserver/SparseParameterDistribution.cpp
+++ b/paddle/legacy/pserver/SparseParameterDistribution.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include <unistd.h>
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Flags.h"
+#include "paddle/legacy/utils/Flags.h"
 
 #include "SparseParameterDistribution.h"
 
diff --git a/paddle/legacy/pserver/SparseParameterDistribution.h b/paddle/legacy/pserver/SparseParameterDistribution.h
index e168f36c75..ee78029958 100644
--- a/paddle/legacy/pserver/SparseParameterDistribution.h
+++ b/paddle/legacy/pserver/SparseParameterDistribution.h
@@ -16,7 +16,7 @@ limitations under the License. */
 #include <unistd.h>
 
 #include <atomic>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/pserver/test/SocketTest.cpp b/paddle/legacy/pserver/test/SocketTest.cpp
index bb9ee355dd..3a781fcbf6 100644
--- a/paddle/legacy/pserver/test/SocketTest.cpp
+++ b/paddle/legacy/pserver/test/SocketTest.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <netdb.h>
 #include <netinet/in.h>
@@ -23,7 +23,7 @@ limitations under the License. */
 #include <thread>
 
 #include "paddle/legacy/math/Vector.h"
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 struct MessageHeader {
   int64_t dataLength;
diff --git a/paddle/legacy/pserver/test/test_ParameterServer2.cpp b/paddle/legacy/pserver/test/test_ParameterServer2.cpp
index 60419f3a4a..542e80e046 100644
--- a/paddle/legacy/pserver/test/test_ParameterServer2.cpp
+++ b/paddle/legacy/pserver/test/test_ParameterServer2.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <paddle/legacy/pserver/ParameterClient2.h>
 #include <paddle/legacy/pserver/ParameterServer2.h>
-#include <paddle/utils/Flags.h>
-#include <paddle/utils/Util.h>
+#include <paddle/legacy/utils/Flags.h>
+#include <paddle/legacy/utils/Util.h>
 
 using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
diff --git a/paddle/legacy/pserver/test/test_ProtoServer.cpp b/paddle/legacy/pserver/test/test_ProtoServer.cpp
index 8d5e26f995..f7ab2e8af4 100644
--- a/paddle/legacy/pserver/test/test_ProtoServer.cpp
+++ b/paddle/legacy/pserver/test/test_ProtoServer.cpp
@@ -17,8 +17,8 @@ limitations under the License. */
 #include "ParameterService.pb.h"
 #include "paddle/legacy/math/Vector.h"
 #include "paddle/legacy/pserver/ProtoServer.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_string(server_addr, "127.0.0.1", "Server address");
 DEFINE_int64(dim, 50000000, "Data size");
diff --git a/paddle/legacy/trainer/MergeModel.cpp b/paddle/legacy/trainer/MergeModel.cpp
index 6624d6d27b..8a3601f192 100644
--- a/paddle/legacy/trainer/MergeModel.cpp
+++ b/paddle/legacy/trainer/MergeModel.cpp
@@ -17,7 +17,7 @@ limitations under the License. */
 #include "ParamUtil.h"
 #include "Trainer.h"
 #include "paddle/legacy/pserver/ParameterServer2.h"
-#include "paddle/utils/PythonUtil.h"
+#include "paddle/legacy/utils/PythonUtil.h"
 
 DEFINE_string(model_dir, "", "Directory for separated model files");
 DEFINE_string(config_file, "", "Config file for the model");
diff --git a/paddle/legacy/trainer/NewRemoteParameterUpdater.cpp b/paddle/legacy/trainer/NewRemoteParameterUpdater.cpp
index 410ac6d95c..cdd832acd1 100644
--- a/paddle/legacy/trainer/NewRemoteParameterUpdater.cpp
+++ b/paddle/legacy/trainer/NewRemoteParameterUpdater.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include "NewRemoteParameterUpdater.h"
 #include "Trainer.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DECLARE_int32(trainer_id);
 DECLARE_string(save_dir);
diff --git a/paddle/legacy/trainer/NewRemoteParameterUpdater.h b/paddle/legacy/trainer/NewRemoteParameterUpdater.h
index 33c1fa7bdf..707e9ceb9b 100644
--- a/paddle/legacy/trainer/NewRemoteParameterUpdater.h
+++ b/paddle/legacy/trainer/NewRemoteParameterUpdater.h
@@ -20,8 +20,8 @@ limitations under the License. */
 #include "ParameterUpdater.h"
 #include "libpaddle_pserver_cclient.h"
 #include "paddle/legacy/pserver/ParameterClient2.h"
-#include "paddle/utils/Queue.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Queue.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/trainer/ParamUtil.cpp b/paddle/legacy/trainer/ParamUtil.cpp
index b577e3e868..b5aba32dee 100644
--- a/paddle/legacy/trainer/ParamUtil.cpp
+++ b/paddle/legacy/trainer/ParamUtil.cpp
@@ -23,12 +23,12 @@ limitations under the License. */
 #include <sstream>
 
 #include <google/protobuf/text_format.h>
-#include <paddle/utils/Version.h>
+#include <paddle/legacy/utils/Version.h>
 
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "TesterConfig.h"
 #include "paddle/legacy/gserver/gradientmachines/NeuralNetwork.h"
diff --git a/paddle/legacy/trainer/ParamUtil.h b/paddle/legacy/trainer/ParamUtil.h
index c34e079b90..0778696776 100644
--- a/paddle/legacy/trainer/ParamUtil.h
+++ b/paddle/legacy/trainer/ParamUtil.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 
diff --git a/paddle/legacy/trainer/ParameterUpdater.cpp b/paddle/legacy/trainer/ParameterUpdater.cpp
index 4e9e890c85..549fb0332d 100644
--- a/paddle/legacy/trainer/ParameterUpdater.cpp
+++ b/paddle/legacy/trainer/ParameterUpdater.cpp
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include "ParameterUpdater.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
-#include "paddle/utils/Thread.h"
+#include "paddle/legacy/utils/Thread.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/trainer/ParameterUpdater.h b/paddle/legacy/trainer/ParameterUpdater.h
index 0070254d1c..acddc3702d 100644
--- a/paddle/legacy/trainer/ParameterUpdater.h
+++ b/paddle/legacy/trainer/ParameterUpdater.h
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Thread.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Thread.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "paddle/legacy/parameter/AverageOptimizer.h"
 #include "paddle/legacy/parameter/FirstOrderOptimizer.h"
diff --git a/paddle/legacy/trainer/RemoteParameterUpdater.cpp b/paddle/legacy/trainer/RemoteParameterUpdater.cpp
index 7314266cb2..5de1cc7827 100644
--- a/paddle/legacy/trainer/RemoteParameterUpdater.cpp
+++ b/paddle/legacy/trainer/RemoteParameterUpdater.cpp
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "RemoteParameterUpdater.h"
 #include "Trainer.h"
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/Stat.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/Stat.h"
 
 DECLARE_int32(trainer_id);
 DECLARE_string(save_dir);
diff --git a/paddle/legacy/trainer/RemoteParameterUpdater.h b/paddle/legacy/trainer/RemoteParameterUpdater.h
index 7a9b687ac2..6846853298 100644
--- a/paddle/legacy/trainer/RemoteParameterUpdater.h
+++ b/paddle/legacy/trainer/RemoteParameterUpdater.h
@@ -18,8 +18,8 @@ limitations under the License. */
 #include <thread>
 #include "ParameterUpdater.h"
 #include "paddle/legacy/pserver/ParameterClient2.h"
-#include "paddle/utils/Queue.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Queue.h"
+#include "paddle/legacy/utils/Util.h"
 
 namespace paddle {
 
diff --git a/paddle/legacy/trainer/Tester.cpp b/paddle/legacy/trainer/Tester.cpp
index f7daf1327b..d977ca9657 100644
--- a/paddle/legacy/trainer/Tester.cpp
+++ b/paddle/legacy/trainer/Tester.cpp
@@ -24,10 +24,10 @@ limitations under the License. */
 
 #include <google/protobuf/text_format.h>
 
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "TesterConfig.h"
 #include "paddle/legacy/gserver/gradientmachines/GradientMachineMode.h"
diff --git a/paddle/legacy/trainer/Tester.h b/paddle/legacy/trainer/Tester.h
index bce9775a09..a298602d1d 100644
--- a/paddle/legacy/trainer/Tester.h
+++ b/paddle/legacy/trainer/Tester.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 
diff --git a/paddle/legacy/trainer/TesterConfig.h b/paddle/legacy/trainer/TesterConfig.h
index ef10c7dbf7..6c78f7cda3 100644
--- a/paddle/legacy/trainer/TesterConfig.h
+++ b/paddle/legacy/trainer/TesterConfig.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 
diff --git a/paddle/legacy/trainer/ThreadParameterUpdater.cpp b/paddle/legacy/trainer/ThreadParameterUpdater.cpp
index 39e63c333e..0601bdf24e 100644
--- a/paddle/legacy/trainer/ThreadParameterUpdater.cpp
+++ b/paddle/legacy/trainer/ThreadParameterUpdater.cpp
@@ -14,11 +14,11 @@ limitations under the License. */
 
 #include "ThreadParameterUpdater.h"
 
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 #include "paddle/legacy/math/SparseRowMatrix.h"
 #include "paddle/legacy/parameter/ThreadLocalBuffer.h"
-#include "paddle/utils/Thread.h"
+#include "paddle/legacy/utils/Thread.h"
 
 DECLARE_int32(trainer_count);
 
diff --git a/paddle/legacy/trainer/ThreadParameterUpdater.h b/paddle/legacy/trainer/ThreadParameterUpdater.h
index bd0ce99078..172287d4eb 100644
--- a/paddle/legacy/trainer/ThreadParameterUpdater.h
+++ b/paddle/legacy/trainer/ThreadParameterUpdater.h
@@ -20,7 +20,7 @@ limitations under the License. */
 #include "paddle/legacy/parameter/OptimizerWithRegularizer.h"
 #include "paddle/legacy/parameter/Parameter.h"
 #include "paddle/legacy/parameter/Regularizer.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <memory>
 #include <vector>
diff --git a/paddle/legacy/trainer/Trainer.cpp b/paddle/legacy/trainer/Trainer.cpp
index edfd72197e..2db754793c 100644
--- a/paddle/legacy/trainer/Trainer.cpp
+++ b/paddle/legacy/trainer/Trainer.cpp
@@ -23,11 +23,11 @@ limitations under the License. */
 
 #include <google/protobuf/text_format.h>
 
-#include "paddle/utils/Common.h"
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Common.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "RemoteParameterUpdater.h"
 #include "TesterConfig.h"
diff --git a/paddle/legacy/trainer/Trainer.h b/paddle/legacy/trainer/Trainer.h
index 58acec1781..b467f9af0c 100644
--- a/paddle/legacy/trainer/Trainer.h
+++ b/paddle/legacy/trainer/Trainer.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 
diff --git a/paddle/legacy/trainer/TrainerBenchmark.cpp b/paddle/legacy/trainer/TrainerBenchmark.cpp
index 173653c816..7f5bd23354 100644
--- a/paddle/legacy/trainer/TrainerBenchmark.cpp
+++ b/paddle/legacy/trainer/TrainerBenchmark.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #undef PADDLE_DISABLE_TIMER
 
 #include "Trainer.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 DECLARE_int32(test_period);
 
diff --git a/paddle/legacy/trainer/TrainerConfigHelper.cpp b/paddle/legacy/trainer/TrainerConfigHelper.cpp
index 2b68d89e48..4d31ba8d71 100644
--- a/paddle/legacy/trainer/TrainerConfigHelper.cpp
+++ b/paddle/legacy/trainer/TrainerConfigHelper.cpp
@@ -15,8 +15,8 @@ limitations under the License. */
 #include "TrainerConfigHelper.h"
 #include "ParamUtil.h"
 #include "TrainerConfig.pb.h"
-#include "paddle/utils/Flags.h"
-#include "paddle/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Flags.h"
+#include "paddle/legacy/utils/PythonUtil.h"
 
 DECLARE_string(config);
 DECLARE_string(init_model_path);
diff --git a/paddle/legacy/trainer/TrainerConfigHelper.h b/paddle/legacy/trainer/TrainerConfigHelper.h
index b21dda964e..0e428bea2c 100644
--- a/paddle/legacy/trainer/TrainerConfigHelper.h
+++ b/paddle/legacy/trainer/TrainerConfigHelper.h
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #pragma once
 
-#include <paddle/utils/Logging.h>
-#include <paddle/utils/Util.h>
+#include <paddle/legacy/utils/Logging.h>
+#include <paddle/legacy/utils/Util.h>
 #include <memory>
 
 namespace paddle {
diff --git a/paddle/legacy/trainer/TrainerInternal.cpp b/paddle/legacy/trainer/TrainerInternal.cpp
index b4b1a87cd5..ee3dea6340 100644
--- a/paddle/legacy/trainer/TrainerInternal.cpp
+++ b/paddle/legacy/trainer/TrainerInternal.cpp
@@ -26,10 +26,10 @@ limitations under the License. */
 
 #include "paddle/legacy/gserver/gradientmachines/NeuralNetwork.h"
 #include "paddle/legacy/gserver/layers/ValidationLayer.h"
-#include "paddle/utils/GlobalConstants.h"
-#include "paddle/utils/PythonUtil.h"
-#include "paddle/utils/Stat.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/GlobalConstants.h"
+#include "paddle/legacy/utils/PythonUtil.h"
+#include "paddle/legacy/utils/Stat.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include "RemoteParameterUpdater.h"
 #include "ThreadParameterUpdater.h"
diff --git a/paddle/legacy/trainer/TrainerInternal.h b/paddle/legacy/trainer/TrainerInternal.h
index ecc87966dc..93919a68fc 100644
--- a/paddle/legacy/trainer/TrainerInternal.h
+++ b/paddle/legacy/trainer/TrainerInternal.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 #include <stdlib.h>
diff --git a/paddle/legacy/trainer/TrainerInternalConfig.h b/paddle/legacy/trainer/TrainerInternalConfig.h
index 29d588e1be..b91b539323 100644
--- a/paddle/legacy/trainer/TrainerInternalConfig.h
+++ b/paddle/legacy/trainer/TrainerInternalConfig.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #include <stdio.h>
 
diff --git a/paddle/legacy/trainer/TrainerMain.cpp b/paddle/legacy/trainer/TrainerMain.cpp
index 115e5d88a2..911aeba192 100644
--- a/paddle/legacy/trainer/TrainerMain.cpp
+++ b/paddle/legacy/trainer/TrainerMain.cpp
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #include <fenv.h>
 #include "paddle/legacy/pserver/ParameterServerController.h"
-#include "paddle/utils/PythonUtil.h"
+#include "paddle/legacy/utils/PythonUtil.h"
 
 #include "ParamUtil.h"
 #include "Trainer.h"
diff --git a/paddle/legacy/trainer/tests/test_Compare.cpp b/paddle/legacy/trainer/tests/test_Compare.cpp
index 9623c280eb..9bbb0a6013 100644
--- a/paddle/legacy/trainer/tests/test_Compare.cpp
+++ b/paddle/legacy/trainer/tests/test_Compare.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 
 #include "paddle/legacy/trainer/Trainer.h"
 
diff --git a/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp b/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
index 94eaba2e2f..847adcfaba 100644
--- a/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
+++ b/paddle/legacy/trainer/tests/test_PyDataProviderWrapper.cpp
@@ -18,7 +18,7 @@ limitations under the License. */
 #include <paddle/legacy/gserver/dataproviders/DataProvider.h>
 #include <paddle/legacy/math/Matrix.h>
 #include <paddle/legacy/parameter/Argument.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include <fstream>
 #include <typeinfo>
 #include <unordered_map>
diff --git a/paddle/legacy/trainer/tests/test_Trainer.cpp b/paddle/legacy/trainer/tests/test_Trainer.cpp
index 9fb80762fe..14ad0a2652 100644
--- a/paddle/legacy/trainer/tests/test_Trainer.cpp
+++ b/paddle/legacy/trainer/tests/test_Trainer.cpp
@@ -12,8 +12,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/PythonUtil.h>
-#include <paddle/utils/Version.h>
+#include <paddle/legacy/utils/PythonUtil.h>
+#include <paddle/legacy/utils/Version.h>
 #include "paddle/legacy/trainer/Trainer.h"
 
 #include <gtest/gtest.h>
diff --git a/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp b/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
index 0e25e35443..3e5c5ea723 100644
--- a/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
+++ b/paddle/legacy/trainer/tests/test_TrainerOnePass.cpp
@@ -12,8 +12,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include <paddle/utils/GlobalConstants.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/GlobalConstants.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 #include "paddle/legacy/trainer/Trainer.h"
 #include "paddle/legacy/trainer/TrainerInternal.h"
 
diff --git a/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp b/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
index bd6ee0f01d..47b4e82cd3 100644
--- a/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
+++ b/paddle/legacy/trainer/tests/test_recurrent_machine_generation.cpp
@@ -15,7 +15,7 @@ limitations under the License. */
 #include <fstream>
 
 #include <paddle/legacy/trainer/Trainer.h>
-#include <paddle/utils/PythonUtil.h>
+#include <paddle/legacy/utils/PythonUtil.h>
 
 #include <gtest/gtest.h>
 
diff --git a/paddle/utils/.gitignore b/paddle/legacy/utils/.gitignore
similarity index 100%
rename from paddle/utils/.gitignore
rename to paddle/legacy/utils/.gitignore
diff --git a/paddle/utils/Any.h b/paddle/legacy/utils/Any.h
similarity index 100%
rename from paddle/utils/Any.h
rename to paddle/legacy/utils/Any.h
diff --git a/paddle/utils/CMakeLists.txt b/paddle/legacy/utils/CMakeLists.txt
similarity index 100%
rename from paddle/utils/CMakeLists.txt
rename to paddle/legacy/utils/CMakeLists.txt
diff --git a/paddle/utils/ClassRegistrar.h b/paddle/legacy/utils/ClassRegistrar.h
similarity index 100%
rename from paddle/utils/ClassRegistrar.h
rename to paddle/legacy/utils/ClassRegistrar.h
diff --git a/paddle/utils/Common.h b/paddle/legacy/utils/Common.h
similarity index 100%
rename from paddle/utils/Common.h
rename to paddle/legacy/utils/Common.h
diff --git a/paddle/utils/CpuId.cpp b/paddle/legacy/utils/CpuId.cpp
similarity index 96%
rename from paddle/utils/CpuId.cpp
rename to paddle/legacy/utils/CpuId.cpp
index 7186feef04..66e7c6606f 100644
--- a/paddle/utils/CpuId.cpp
+++ b/paddle/legacy/utils/CpuId.cpp
@@ -9,8 +9,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/CpuId.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/CpuId.h"
+#include "paddle/legacy/utils/Util.h"
 
 #ifdef _WIN32
 
diff --git a/paddle/utils/CpuId.h b/paddle/legacy/utils/CpuId.h
similarity index 100%
rename from paddle/utils/CpuId.h
rename to paddle/legacy/utils/CpuId.h
diff --git a/paddle/utils/CustomStackTrace.cpp b/paddle/legacy/utils/CustomStackTrace.cpp
similarity index 100%
rename from paddle/utils/CustomStackTrace.cpp
rename to paddle/legacy/utils/CustomStackTrace.cpp
diff --git a/paddle/utils/CustomStackTrace.h b/paddle/legacy/utils/CustomStackTrace.h
similarity index 100%
rename from paddle/utils/CustomStackTrace.h
rename to paddle/legacy/utils/CustomStackTrace.h
diff --git a/paddle/utils/DynamicLoader.cpp b/paddle/legacy/utils/DynamicLoader.cpp
similarity index 100%
rename from paddle/utils/DynamicLoader.cpp
rename to paddle/legacy/utils/DynamicLoader.cpp
diff --git a/paddle/utils/DynamicLoader.h b/paddle/legacy/utils/DynamicLoader.h
similarity index 100%
rename from paddle/utils/DynamicLoader.h
rename to paddle/legacy/utils/DynamicLoader.h
diff --git a/paddle/utils/Error.h b/paddle/legacy/utils/Error.h
similarity index 100%
rename from paddle/utils/Error.h
rename to paddle/legacy/utils/Error.h
diff --git a/paddle/utils/Excepts.h b/paddle/legacy/utils/Excepts.h
similarity index 100%
rename from paddle/utils/Excepts.h
rename to paddle/legacy/utils/Excepts.h
diff --git a/paddle/utils/Flags.cpp b/paddle/legacy/utils/Flags.cpp
similarity index 100%
rename from paddle/utils/Flags.cpp
rename to paddle/legacy/utils/Flags.cpp
diff --git a/paddle/utils/Flags.h b/paddle/legacy/utils/Flags.h
similarity index 100%
rename from paddle/utils/Flags.h
rename to paddle/legacy/utils/Flags.h
diff --git a/paddle/utils/GlobalConstants.cpp b/paddle/legacy/utils/GlobalConstants.cpp
similarity index 100%
rename from paddle/utils/GlobalConstants.cpp
rename to paddle/legacy/utils/GlobalConstants.cpp
diff --git a/paddle/utils/GlobalConstants.h b/paddle/legacy/utils/GlobalConstants.h
similarity index 100%
rename from paddle/utils/GlobalConstants.h
rename to paddle/legacy/utils/GlobalConstants.h
diff --git a/paddle/utils/Locks.h b/paddle/legacy/utils/Locks.h
similarity index 100%
rename from paddle/utils/Locks.h
rename to paddle/legacy/utils/Locks.h
diff --git a/paddle/utils/Logging.cpp b/paddle/legacy/utils/Logging.cpp
similarity index 100%
rename from paddle/utils/Logging.cpp
rename to paddle/legacy/utils/Logging.cpp
diff --git a/paddle/utils/Logging.h b/paddle/legacy/utils/Logging.h
similarity index 100%
rename from paddle/utils/Logging.h
rename to paddle/legacy/utils/Logging.h
diff --git a/paddle/utils/PythonUtil.cpp b/paddle/legacy/utils/PythonUtil.cpp
similarity index 100%
rename from paddle/utils/PythonUtil.cpp
rename to paddle/legacy/utils/PythonUtil.cpp
diff --git a/paddle/utils/PythonUtil.h b/paddle/legacy/utils/PythonUtil.h
similarity index 99%
rename from paddle/utils/PythonUtil.h
rename to paddle/legacy/utils/PythonUtil.h
index 6f8d7e0930..b0c8612c37 100644
--- a/paddle/utils/PythonUtil.h
+++ b/paddle/legacy/utils/PythonUtil.h
@@ -14,7 +14,7 @@ limitations under the License. */
 
 #pragma once
 // clang-format off
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 #ifndef PADDLE_NO_PYTHON
 // must include the following two blocks, otherwise,
diff --git a/paddle/utils/Queue.h b/paddle/legacy/utils/Queue.h
similarity index 100%
rename from paddle/utils/Queue.h
rename to paddle/legacy/utils/Queue.h
diff --git a/paddle/utils/Stat.cpp b/paddle/legacy/utils/Stat.cpp
similarity index 100%
rename from paddle/utils/Stat.cpp
rename to paddle/legacy/utils/Stat.cpp
diff --git a/paddle/utils/Stat.h b/paddle/legacy/utils/Stat.h
similarity index 100%
rename from paddle/utils/Stat.h
rename to paddle/legacy/utils/Stat.h
diff --git a/paddle/utils/StringUtil.cpp b/paddle/legacy/utils/StringUtil.cpp
similarity index 100%
rename from paddle/utils/StringUtil.cpp
rename to paddle/legacy/utils/StringUtil.cpp
diff --git a/paddle/utils/StringUtil.h b/paddle/legacy/utils/StringUtil.h
similarity index 100%
rename from paddle/utils/StringUtil.h
rename to paddle/legacy/utils/StringUtil.h
diff --git a/paddle/utils/Thread.h b/paddle/legacy/utils/Thread.h
similarity index 100%
rename from paddle/utils/Thread.h
rename to paddle/legacy/utils/Thread.h
diff --git a/paddle/utils/ThreadLocal.cpp b/paddle/legacy/utils/ThreadLocal.cpp
similarity index 100%
rename from paddle/utils/ThreadLocal.cpp
rename to paddle/legacy/utils/ThreadLocal.cpp
diff --git a/paddle/utils/ThreadLocal.h b/paddle/legacy/utils/ThreadLocal.h
similarity index 100%
rename from paddle/utils/ThreadLocal.h
rename to paddle/legacy/utils/ThreadLocal.h
diff --git a/paddle/utils/Util.cpp b/paddle/legacy/utils/Util.cpp
similarity index 100%
rename from paddle/utils/Util.cpp
rename to paddle/legacy/utils/Util.cpp
diff --git a/paddle/utils/Util.h b/paddle/legacy/utils/Util.h
similarity index 100%
rename from paddle/utils/Util.h
rename to paddle/legacy/utils/Util.h
diff --git a/paddle/utils/Version.cpp b/paddle/legacy/utils/Version.cpp
similarity index 100%
rename from paddle/utils/Version.cpp
rename to paddle/legacy/utils/Version.cpp
diff --git a/paddle/utils/Version.h b/paddle/legacy/utils/Version.h
similarity index 100%
rename from paddle/utils/Version.h
rename to paddle/legacy/utils/Version.h
diff --git a/paddle/utils/arch/linux/Locks.cpp b/paddle/legacy/utils/arch/linux/Locks.cpp
similarity index 97%
rename from paddle/utils/arch/linux/Locks.cpp
rename to paddle/legacy/utils/arch/linux/Locks.cpp
index 409af8bce3..32d351e332 100644
--- a/paddle/utils/arch/linux/Locks.cpp
+++ b/paddle/legacy/utils/arch/linux/Locks.cpp
@@ -12,10 +12,10 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Locks.h"
+#include "paddle/legacy/utils/Locks.h"
 #include <semaphore.h>
 #include <unistd.h>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 class SemaphorePrivate {
diff --git a/paddle/utils/arch/osx/Excepts.cpp b/paddle/legacy/utils/arch/osx/Excepts.cpp
similarity index 97%
rename from paddle/utils/arch/osx/Excepts.cpp
rename to paddle/legacy/utils/arch/osx/Excepts.cpp
index ac44461578..2b7d6dca84 100644
--- a/paddle/utils/arch/osx/Excepts.cpp
+++ b/paddle/legacy/utils/arch/osx/Excepts.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Excepts.h"
+#include "paddle/legacy/utils/Excepts.h"
 
 #if defined(__APPLE__) || defined(__OSX__)
 #if defined(__arm__) || defined(__arm64__)
diff --git a/paddle/utils/arch/osx/Locks.cpp b/paddle/legacy/utils/arch/osx/Locks.cpp
similarity index 97%
rename from paddle/utils/arch/osx/Locks.cpp
rename to paddle/legacy/utils/arch/osx/Locks.cpp
index f3905091bd..b68c48f0c3 100644
--- a/paddle/utils/arch/osx/Locks.cpp
+++ b/paddle/legacy/utils/arch/osx/Locks.cpp
@@ -12,11 +12,11 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Locks.h"
+#include "paddle/legacy/utils/Locks.h"
 #include <dispatch/dispatch.h>
 #include <libkern/OSAtomic.h>
 #include <atomic>
-#include "paddle/utils/Logging.h"
+#include "paddle/legacy/utils/Logging.h"
 
 namespace paddle {
 
diff --git a/paddle/utils/enable_virtualenv.py b/paddle/legacy/utils/enable_virtualenv.py
similarity index 100%
rename from paddle/utils/enable_virtualenv.py
rename to paddle/legacy/utils/enable_virtualenv.py
diff --git a/paddle/utils/tests/CMakeLists.txt b/paddle/legacy/utils/tests/CMakeLists.txt
similarity index 84%
rename from paddle/utils/tests/CMakeLists.txt
rename to paddle/legacy/utils/tests/CMakeLists.txt
index c770ce1698..4af01db5c8 100644
--- a/paddle/utils/tests/CMakeLists.txt
+++ b/paddle/legacy/utils/tests/CMakeLists.txt
@@ -13,6 +13,6 @@ add_executable(
 link_paddle_exe(test_CustomStackTracePrint)
 if(NOT APPLE)
     add_test(NAME test_CustomStackTracePrint
-        COMMAND ${PADDLE_SOURCE_DIR}/paddle/utils/tests/test_CustomStackTracePrint.sh
+        COMMAND ${PADDLE_SOURCE_DIR}/paddle/legacy/utils/tests/test_CustomStackTracePrint.sh
         WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
 endif()
diff --git a/paddle/utils/tests/test_CustomStackTrace.cpp b/paddle/legacy/utils/tests/test_CustomStackTrace.cpp
similarity index 94%
rename from paddle/utils/tests/test_CustomStackTrace.cpp
rename to paddle/legacy/utils/tests/test_CustomStackTrace.cpp
index 4d5540b24c..2a418e3ae2 100644
--- a/paddle/utils/tests/test_CustomStackTrace.cpp
+++ b/paddle/legacy/utils/tests/test_CustomStackTrace.cpp
@@ -15,10 +15,10 @@ limitations under the License. */
 #include <gflags/gflags.h>  // NOLINT
 #include <gtest/gtest.h>    // NOLINT
 
-#include "paddle/utils/CustomStackTrace.h"
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/StringUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/CustomStackTrace.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/StringUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_int32(test_thread_num, 10, "testing thread number");
 
diff --git a/paddle/utils/tests/test_CustomStackTracePrint.cpp b/paddle/legacy/utils/tests/test_CustomStackTracePrint.cpp
similarity index 86%
rename from paddle/utils/tests/test_CustomStackTracePrint.cpp
rename to paddle/legacy/utils/tests/test_CustomStackTracePrint.cpp
index 360c61c88a..78886a3ed9 100644
--- a/paddle/utils/tests/test_CustomStackTracePrint.cpp
+++ b/paddle/legacy/utils/tests/test_CustomStackTracePrint.cpp
@@ -12,9 +12,9 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/CustomStackTrace.h"
-#include "paddle/utils/StringUtil.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/CustomStackTrace.h"
+#include "paddle/legacy/utils/StringUtil.h"
+#include "paddle/legacy/utils/Util.h"
 
 int main(int argc, char** argv) {
   paddle::initMain(argc, argv);
diff --git a/paddle/utils/tests/test_CustomStackTracePrint.sh b/paddle/legacy/utils/tests/test_CustomStackTracePrint.sh
similarity index 100%
rename from paddle/utils/tests/test_CustomStackTracePrint.sh
rename to paddle/legacy/utils/tests/test_CustomStackTracePrint.sh
diff --git a/paddle/utils/tests/test_Error.cpp b/paddle/legacy/utils/tests/test_Error.cpp
similarity index 96%
rename from paddle/utils/tests/test_Error.cpp
rename to paddle/legacy/utils/tests/test_Error.cpp
index 6f311fa6b8..250c4d58a6 100644
--- a/paddle/utils/tests/test_Error.cpp
+++ b/paddle/legacy/utils/tests/test_Error.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/Error.h"
+#include "paddle/legacy/utils/Error.h"
 
 #include <gtest/gtest.h>
 
diff --git a/paddle/utils/tests/test_SIMDFlags.cpp b/paddle/legacy/utils/tests/test_SIMDFlags.cpp
similarity index 94%
rename from paddle/utils/tests/test_SIMDFlags.cpp
rename to paddle/legacy/utils/tests/test_SIMDFlags.cpp
index a808d456a6..6362210acd 100644
--- a/paddle/utils/tests/test_SIMDFlags.cpp
+++ b/paddle/legacy/utils/tests/test_SIMDFlags.cpp
@@ -11,9 +11,9 @@ limitations under the License. */
 
 #include <gtest/gtest.h>
 
-#include "paddle/utils/CpuId.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/CpuId.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 
 using namespace paddle;  // NOLINT
 
diff --git a/paddle/utils/tests/test_SpinLock.cpp b/paddle/legacy/utils/tests/test_SpinLock.cpp
similarity index 93%
rename from paddle/utils/tests/test_SpinLock.cpp
rename to paddle/legacy/utils/tests/test_SpinLock.cpp
index cc34eb1f86..4cd7836d6a 100644
--- a/paddle/utils/tests/test_SpinLock.cpp
+++ b/paddle/legacy/utils/tests/test_SpinLock.cpp
@@ -17,9 +17,9 @@ limitations under the License. */
 #include <gflags/gflags.h>
 #include <gtest/gtest.h>
 
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_int32(test_thread_num, 100, "testing thread number");
 
diff --git a/paddle/utils/tests/test_StringUtils.cpp b/paddle/legacy/utils/tests/test_StringUtils.cpp
similarity index 95%
rename from paddle/utils/tests/test_StringUtils.cpp
rename to paddle/legacy/utils/tests/test_StringUtils.cpp
index 248f58a7f2..61d2815f09 100644
--- a/paddle/utils/tests/test_StringUtils.cpp
+++ b/paddle/legacy/utils/tests/test_StringUtils.cpp
@@ -12,7 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
-#include "paddle/utils/StringUtil.h"
+#include "paddle/legacy/utils/StringUtil.h"
 
 #include <gtest/gtest.h>
 
diff --git a/paddle/utils/tests/test_Thread.cpp b/paddle/legacy/utils/tests/test_Thread.cpp
similarity index 98%
rename from paddle/utils/tests/test_Thread.cpp
rename to paddle/legacy/utils/tests/test_Thread.cpp
index 6e2580c491..5e07da3236 100644
--- a/paddle/utils/tests/test_Thread.cpp
+++ b/paddle/legacy/utils/tests/test_Thread.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include <paddle/utils/Thread.h>
+#include <paddle/legacy/utils/Thread.h>
 #include <atomic>
 
 using paddle::AsyncThreadPool;  // NOLINT
diff --git a/paddle/utils/tests/test_ThreadBarrier.cpp b/paddle/legacy/utils/tests/test_ThreadBarrier.cpp
similarity index 94%
rename from paddle/utils/tests/test_ThreadBarrier.cpp
rename to paddle/legacy/utils/tests/test_ThreadBarrier.cpp
index 554b1c1d4a..9c8851ae21 100644
--- a/paddle/utils/tests/test_ThreadBarrier.cpp
+++ b/paddle/legacy/utils/tests/test_ThreadBarrier.cpp
@@ -18,9 +18,9 @@ limitations under the License. */
 #include <gflags/gflags.h>
 #include <gtest/gtest.h>
 
-#include "paddle/utils/Locks.h"
-#include "paddle/utils/Logging.h"
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Locks.h"
+#include "paddle/legacy/utils/Logging.h"
+#include "paddle/legacy/utils/Util.h"
 
 DEFINE_int32(test_thread_num, 100, "testing thread number");
 
diff --git a/paddle/testing/TestMain.cpp b/paddle/testing/TestMain.cpp
index 3e14532d18..1811dbbd1a 100644
--- a/paddle/testing/TestMain.cpp
+++ b/paddle/testing/TestMain.cpp
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include <gtest/gtest.h>
-#include "paddle/utils/Util.h"
+#include "paddle/legacy/utils/Util.h"
 
 int main(int argc, char** argv) {
   testing::InitGoogleTest(&argc, argv);
diff --git a/proto/README.md b/proto/README.md
new file mode 100644
index 0000000000..dda7ed7b3c
--- /dev/null
+++ b/proto/README.md
@@ -0,0 +1,3 @@
+## protos in this folder are legacy v2 protos.
+
+## Please refer to paddle/fluid for latest version.
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index ea25f3ab35..797c0fbcc4 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -1,4 +1,4 @@
-file(GLOB UTILS_PY_FILES . ./paddle/utils/*.py)
+file(GLOB UTILS_PY_FILES . ./paddle/legacy/utils/*.py)
 file(GLOB_RECURSE FLUID_PY_FILES ./paddle/fluid/*.py)
 set(PY_FILES paddle/__init__.py
   ${UTILS_PY_FILES}
diff --git a/tools/codestyle/cpplint_pre_commit.hook b/tools/codestyle/cpplint_pre_commit.hook
index f4190fb876..2c65222c8a 100755
--- a/tools/codestyle/cpplint_pre_commit.hook
+++ b/tools/codestyle/cpplint_pre_commit.hook
@@ -4,7 +4,7 @@ TOTAL_ERRORS=0
 
 # The trick to remove deleted files: https://stackoverflow.com/a/2413151
 for file in $(git diff --cached --name-status | awk '$1 != "D" {print $2}'); do
-    if [[ $file =~ ^(paddle/legacy/api/.*|paddle/legacy/capi/.*|paddle/contrib/.*|paddle/legacy/cuda/.*|paddle/legacy/function/.*|paddle/legacy/gserver/.*|paddle/legacy/math/.*|paddle/legacy/optimizer/.*|paddle/legacy/parameter/.*|paddle/legacy/pserver/.*|paddle/legacy/trainer/.*|paddle/utils/.*|paddle/testing/TestUtil.*) ]]; then
+    if [[ $file =~ ^(paddle/legacy/api/.*|paddle/legacy/capi/.*|paddle/contrib/.*|paddle/legacy/cuda/.*|paddle/legacy/function/.*|paddle/legacy/gserver/.*|paddle/legacy/math/.*|paddle/legacy/optimizer/.*|paddle/legacy/parameter/.*|paddle/legacy/pserver/.*|paddle/legacy/trainer/.*|paddle/legacy/utils/.*|paddle/testing/TestUtil.*) ]]; then
         continue;
     else
         cpplint --filter=-readability/fn_size $file;

From d70a38d8ec08e6dd1093672ddcd47d36a4578a5e Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Tue, 3 Jul 2018 15:09:29 +0800
Subject: [PATCH 25/41] fix

---
 go/CMakeLists.txt                                               | 2 +-
 go/cmd/master/master.go                                         | 2 +-
 go/pserver/etcd_client.go                                       | 2 +-
 .../inference/paddle_inference_api_tensorrt_subgraph_engine.cc  | 2 +-
 paddle/fluid/inference/tensorrt/convert/io_converter.h          | 2 +-
 paddle/fluid/inference/tensorrt/convert/op_converter.h          | 2 +-
 paddle/fluid/inference/tensorrt/convert/ut_helper.h             | 2 +-
 paddle/fluid/inference/tensorrt/engine.h                        | 2 +-
 paddle/fluid/operators/tensorrt_engine_op.cc                    | 2 +-
 paddle/legacy/trainer/tests/test_Compare.cpp                    | 2 +-
 10 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/go/CMakeLists.txt b/go/CMakeLists.txt
index 839b75a259..f3a9296c2c 100644
--- a/go/CMakeLists.txt
+++ b/go/CMakeLists.txt
@@ -20,4 +20,4 @@ add_subdirectory(master/c)
 add_subdirectory(master)
 add_subdirectory(pserver)
 add_subdirectory(pserver/client)
-add_subdirectory(legacy/utils/networkhelper)
+add_subdirectory(utils/networkhelper)
diff --git a/go/cmd/master/master.go b/go/cmd/master/master.go
index 6c1e4c7198..537df59c86 100644
--- a/go/cmd/master/master.go
+++ b/go/cmd/master/master.go
@@ -28,8 +28,8 @@ import (
 	log "github.com/inconshreveable/log15"
 	"github.com/namsral/flag"
 
-	"github.com/PaddlePaddle/Paddle/go/legacy/utils/networkhelper"
 	"github.com/PaddlePaddle/Paddle/go/master"
+	"github.com/PaddlePaddle/Paddle/go/utils/networkhelper"
 )
 
 func main() {
diff --git a/go/pserver/etcd_client.go b/go/pserver/etcd_client.go
index 80b1abee5e..719013b1bb 100644
--- a/go/pserver/etcd_client.go
+++ b/go/pserver/etcd_client.go
@@ -21,7 +21,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/PaddlePaddle/Paddle/go/legacy/utils/networkhelper"
+	"github.com/PaddlePaddle/Paddle/go/utils/networkhelper"
 	"github.com/coreos/etcd/clientv3"
 	"github.com/coreos/etcd/clientv3/concurrency"
 	log "github.com/inconshreveable/log15"
diff --git a/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc b/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
index 14554545d9..a11396cee9 100644
--- a/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
+++ b/paddle/contrib/inference/paddle_inference_api_tensorrt_subgraph_engine.cc
@@ -15,7 +15,7 @@
 #include "paddle/contrib/inference/paddle_inference_api.h"
 #include "paddle/contrib/inference/paddle_inference_api_impl.h"
 #include "paddle/fluid/inference/analysis/analyzer.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 
diff --git a/paddle/fluid/inference/tensorrt/convert/io_converter.h b/paddle/fluid/inference/tensorrt/convert/io_converter.h
index fc8881f80c..71c48e085d 100644
--- a/paddle/fluid/inference/tensorrt/convert/io_converter.h
+++ b/paddle/fluid/inference/tensorrt/convert/io_converter.h
@@ -17,7 +17,7 @@ limitations under the License. */
 #include <string>
 #include <unordered_map>
 #include "paddle/fluid/framework/lod_tensor.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/convert/op_converter.h b/paddle/fluid/inference/tensorrt/convert/op_converter.h
index bf4e07fed0..6697952051 100644
--- a/paddle/fluid/inference/tensorrt/convert/op_converter.h
+++ b/paddle/fluid/inference/tensorrt/convert/op_converter.h
@@ -19,8 +19,8 @@ limitations under the License. */
 #include "paddle/fluid/framework/block_desc.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/scope.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/convert/ut_helper.h b/paddle/fluid/inference/tensorrt/convert/ut_helper.h
index 0003b16d4e..3b1f531adc 100644
--- a/paddle/fluid/inference/tensorrt/convert/ut_helper.h
+++ b/paddle/fluid/inference/tensorrt/convert/ut_helper.h
@@ -25,9 +25,9 @@ limitations under the License. */
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/inference/analysis/helper.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/convert/op_converter.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/inference/tensorrt/engine.h b/paddle/fluid/inference/tensorrt/engine.h
index 42a596deb1..b06a9bbc67 100644
--- a/paddle/fluid/inference/tensorrt/engine.h
+++ b/paddle/fluid/inference/tensorrt/engine.h
@@ -20,8 +20,8 @@ limitations under the License. */
 #include <unordered_map>
 #include <vector>
 #include "paddle/fluid/inference/engine.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/helper.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/operators/tensorrt_engine_op.cc b/paddle/fluid/operators/tensorrt_engine_op.cc
index b5d0578831..647cfc0a0a 100644
--- a/paddle/fluid/operators/tensorrt_engine_op.cc
+++ b/paddle/fluid/operators/tensorrt_engine_op.cc
@@ -18,9 +18,9 @@
 #include <vector>
 
 #include "paddle/fluid/framework/op_registry.h"
-#include "paddle/fluid/inference/legacy/utils/singleton.h"
 #include "paddle/fluid/inference/tensorrt/convert/op_converter.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
+#include "paddle/fluid/inference/utils/singleton.h"
 #include "paddle/fluid/operators/tensorrt_engine_op.h"
 
 namespace paddle {
diff --git a/paddle/legacy/trainer/tests/test_Compare.cpp b/paddle/legacy/trainer/tests/test_Compare.cpp
index 9bbb0a6013..e37e546be8 100644
--- a/paddle/legacy/trainer/tests/test_Compare.cpp
+++ b/paddle/legacy/trainer/tests/test_Compare.cpp
@@ -23,7 +23,7 @@ using namespace paddle;  // NOLINT
 using namespace std;     // NOLINT
 
 static const string& configFile =
-    "./legacy/trainer/tests/sample_trainer_config.conf";
+    "legacy/trainer/tests/sample_trainer_config.conf";
 
 DECLARE_int32(gpu_id);
 DECLARE_bool(use_gpu);

From 2d0e5592b5438c9b6ba88723f1d5fd7e4436d4b5 Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Tue, 3 Jul 2018 16:07:12 +0800
Subject: [PATCH 26/41] Use std::map for Place <--> DeviceContext

---
 paddle/fluid/framework/details/op_handle_base.cc  | 10 ++--------
 paddle/fluid/framework/details/op_handle_base.h   |  6 ++----
 .../fluid/framework/details/reduce_and_gather.h   |  3 +--
 paddle/fluid/platform/device_context.cc           |  3 ++-
 paddle/fluid/platform/device_context.h            |  8 +++-----
 paddle/fluid/platform/place.h                     | 15 +++------------
 6 files changed, 13 insertions(+), 32 deletions(-)

diff --git a/paddle/fluid/framework/details/op_handle_base.cc b/paddle/fluid/framework/details/op_handle_base.cc
index 3560fabb42..d80bdcf15d 100644
--- a/paddle/fluid/framework/details/op_handle_base.cc
+++ b/paddle/fluid/framework/details/op_handle_base.cc
@@ -124,16 +124,10 @@ void OpHandleBase::RunAndRecordEvent(const std::function<void()> &callback) {
 #ifdef PADDLE_WITH_CUDA
   if (!events_.empty()) {  // Use event
     std::function<void()> method = callback;
-    // NOTE(zcd): device context must be ordered here because RecordEvent
-    // will use a mutex to ensure the safe of multi-threads.
-    std::map<platform::DeviceContext *, platform::Place> ordered_ctxes;
     for (auto &p : dev_ctxes_) {
-      ordered_ctxes.emplace(p.second, p.first);
-    }
-    for (auto &p : ordered_ctxes) {
       method = [method, p, this]() {
-        static_cast<platform::CUDADeviceContext *>(p.first)->RecordEvent(
-            events_.at(boost::get<platform::CUDAPlace>(p.second).device),
+        static_cast<platform::CUDADeviceContext *>(p.second)->RecordEvent(
+            events_.at(boost::get<platform::CUDAPlace>(p.first).device),
             method);
       };
     }
diff --git a/paddle/fluid/framework/details/op_handle_base.h b/paddle/fluid/framework/details/op_handle_base.h
index fbd90a3296..6aec178831 100644
--- a/paddle/fluid/framework/details/op_handle_base.h
+++ b/paddle/fluid/framework/details/op_handle_base.h
@@ -13,9 +13,9 @@
 // limitations under the License.
 
 #pragma once
+#include <map>
 #include <string>
 #include <vector>
-
 #include "paddle/fluid/framework/details/var_handle.h"
 #include "paddle/fluid/platform/device_context.h"
 #include "paddle/fluid/platform/macros.h"
@@ -92,9 +92,7 @@ class OpHandleBase {
 
   std::vector<VarHandleBase *> inputs_;
   std::vector<VarHandleBase *> outputs_;
-  std::unordered_map<platform::Place, platform::DeviceContext *,
-                     platform::PlaceHash>
-      dev_ctxes_;
+  std::map<platform::Place, platform::DeviceContext *> dev_ctxes_;
 
 #ifdef PADDLE_WITH_CUDA
   std::unordered_map<int, cudaEvent_t> events_;
diff --git a/paddle/fluid/framework/details/reduce_and_gather.h b/paddle/fluid/framework/details/reduce_and_gather.h
index a6ffb37313..c0cd873a1d 100644
--- a/paddle/fluid/framework/details/reduce_and_gather.h
+++ b/paddle/fluid/framework/details/reduce_and_gather.h
@@ -54,8 +54,7 @@ struct ReduceLoDTensor {
 inline void GatherSelectedRows(
     const std::vector<const SelectedRows *> &src_selecte_rows_,
     const std::vector<platform::Place> &in_places,
-    const std::unordered_map<platform::Place, platform::DeviceContext *,
-                             platform::PlaceHash> &dev_ctxes,
+    const std::map<platform::Place, platform::DeviceContext *> &dev_ctxes,
     const platform::Place &out_place, SelectedRows *dst_selecte_rows) {
   PADDLE_ENFORCE(!src_selecte_rows_.empty());
 
diff --git a/paddle/fluid/platform/device_context.cc b/paddle/fluid/platform/device_context.cc
index 6c50ab2685..2cc26da013 100644
--- a/paddle/fluid/platform/device_context.cc
+++ b/paddle/fluid/platform/device_context.cc
@@ -10,6 +10,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 #include "paddle/fluid/platform/device_context.h"
 
+#include <set>
 #include <string>
 #include <unordered_set>
 #include <vector>
@@ -35,7 +36,7 @@ DeviceContextPool::DeviceContextPool(
     const std::vector<platform::Place>& places) {
   PADDLE_ENFORCE_GT(places.size(), 0);
   using PtrType = std::unique_ptr<DeviceContext>;
-  std::unordered_set<Place, PlaceHash> set;
+  std::set<Place> set;
   for (auto& p : places) {
     set.insert(p);
   }
diff --git a/paddle/fluid/platform/device_context.h b/paddle/fluid/platform/device_context.h
index 292ffef1ae..88e0383146 100644
--- a/paddle/fluid/platform/device_context.h
+++ b/paddle/fluid/platform/device_context.h
@@ -27,12 +27,12 @@ limitations under the License. */
 #include <mkldnn.hpp>
 #endif
 
+#include <map>
+#include "glog/logging.h"
 #include "paddle/fluid/platform/enforce.h"
 #include "paddle/fluid/platform/place.h"
 #include "unsupported/Eigen/CXX11/Tensor"
 
-#include "glog/logging.h"
-
 namespace paddle {
 namespace platform {
 
@@ -201,9 +201,7 @@ class DeviceContextPool {
 
  private:
   static DeviceContextPool* pool;
-  std::unordered_map<const platform::Place,
-                     std::unique_ptr<platform::DeviceContext>, PlaceHash>
-      device_contexts_;
+  std::map<Place, std::unique_ptr<DeviceContext>> device_contexts_;
   DISABLE_COPY_AND_ASSIGN(DeviceContextPool);
 };
 
diff --git a/paddle/fluid/platform/place.h b/paddle/fluid/platform/place.h
index ad54a87899..e3ee504f3d 100644
--- a/paddle/fluid/platform/place.h
+++ b/paddle/fluid/platform/place.h
@@ -30,6 +30,7 @@ struct CPUPlace {
   // needed for variant equality comparison
   inline bool operator==(const CPUPlace &) const { return true; }
   inline bool operator!=(const CPUPlace &) const { return false; }
+  inline bool operator<(const CPUPlace &) const { return false; }
 };
 
 struct CUDAPlace {
@@ -42,6 +43,7 @@ struct CUDAPlace {
     return device == o.device;
   }
   inline bool operator!=(const CUDAPlace &o) const { return !(*this == o); }
+  inline bool operator<(const CUDAPlace &o) const { return device < o.device; }
 
   int device;
 };
@@ -52,6 +54,7 @@ struct CUDAPinnedPlace {
   // needed for variant equality comparison
   inline bool operator==(const CUDAPinnedPlace &) const { return true; }
   inline bool operator!=(const CUDAPinnedPlace &) const { return false; }
+  inline bool operator<(const CUDAPinnedPlace &) const { return false; }
 };
 
 struct IsCUDAPlace : public boost::static_visitor<bool> {
@@ -89,18 +92,6 @@ bool is_cuda_pinned_place(const Place &);
 bool places_are_same_class(const Place &, const Place &);
 bool is_same_place(const Place &, const Place &);
 
-struct PlaceHash {
-  std::size_t operator()(const Place &p) const {
-    constexpr size_t num_dev_bits = 4;
-    std::hash<int> ihash;
-    size_t dev_id = 0;
-    if (is_gpu_place(p)) {
-      dev_id = boost::get<CUDAPlace>(p).device;
-    }
-    return ihash(dev_id << num_dev_bits | p.which());
-  }
-};
-
 std::ostream &operator<<(std::ostream &, const Place &);
 
 template <typename Visitor>

From 0cefe857c48ca469f19164936531d52ba1278ecc Mon Sep 17 00:00:00 2001
From: Luo Tao <luotao02@baidu.com>
Date: Tue, 3 Jul 2018 17:03:29 +0800
Subject: [PATCH 27/41] add two versions of paddle.tgz for develop branch

---
 doc/v2/howto/capi/compile_paddle_lib_cn.md | 9 +++++++--
 doc/v2/howto/capi/compile_paddle_lib_en.md | 9 +++++++--
 2 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/doc/v2/howto/capi/compile_paddle_lib_cn.md b/doc/v2/howto/capi/compile_paddle_lib_cn.md
index e223fd33a8..2c87e9afc6 100644
--- a/doc/v2/howto/capi/compile_paddle_lib_cn.md
+++ b/doc/v2/howto/capi/compile_paddle_lib_cn.md
@@ -18,7 +18,7 @@
 </tr>
 <tr>
 <td>cpu_avx_openblas</td>
-<td>暂无</td>
+<td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_CpuAvxOpenblas/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
 </tr>
 <tr>
 <td>cpu_noavx_openblas</td>
@@ -35,7 +35,12 @@
 <tr>
 <td>cuda8.0_cudnn7_avx_mkl</td>
 <td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_Cuda8cudnn7cp27cp27mu/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
-</tr></tbody></table>
+</tr>
+<tr>
+<td>cuda9.0_cudnn7_avx_mkl</td>
+<td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_Cuda90cudnn7avxMkl/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
+</tr>
+</tbody></table>
 
 ### 从源码编译
 
diff --git a/doc/v2/howto/capi/compile_paddle_lib_en.md b/doc/v2/howto/capi/compile_paddle_lib_en.md
index 6212a30811..3fa8a18a9f 100644
--- a/doc/v2/howto/capi/compile_paddle_lib_en.md
+++ b/doc/v2/howto/capi/compile_paddle_lib_en.md
@@ -17,7 +17,7 @@
 </tr>
 <tr>
 <td>cpu_avx_openblas</td>
-<td>-</td>
+<td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_CpuAvxOpenblas/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
 </tr>
 <tr>
 <td>cpu_noavx_openblas</td>
@@ -34,7 +34,12 @@
 <tr>
 <td>cuda8.0_cudnn7_avx_mkl</td>
 <td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_Cuda8cudnn7cp27cp27mu/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
-</tr></tbody></table>
+</tr>
+<tr>
+<td>cuda9.0_cudnn7_avx_mkl</td>
+<td><a href="https://guest:@paddleci.ngrok.io/repository/download/Manylinux1_Cuda90cudnn7avxMkl/.lastSuccessful/paddle.tgz" rel="nofollow">paddle.tgz</a></td>
+</tr>
+</tbody></table>
 
 ### From source
 

From 93da8e27110c8ec045a65e76d18f4eac9fa6bad8 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Tue, 3 Jul 2018 20:12:04 +0800
Subject: [PATCH 28/41] update develop version

---
 python/setup.py.in | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/setup.py.in b/python/setup.py.in
index d92abf6088..51380149d0 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -5,7 +5,7 @@ class BinaryDistribution(Distribution):
         return True
 
 MAJOR   = 0
-MINOR   = 11
+MINOR   = 14
 PATCH   = 0
 RC      = 0
 ISTAGED = False

From 26ff5a53eeaf44856052b69b9b5d5bf6999376f1 Mon Sep 17 00:00:00 2001
From: Wu Yi <typhoonzero1986@gmail.com>
Date: Tue, 3 Jul 2018 23:03:34 +0800
Subject: [PATCH 29/41] Add note when import core.so error (#11918)

* add note when import core.so error

* update
---
 python/paddle/fluid/framework.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/python/paddle/fluid/framework.py b/python/paddle/fluid/framework.py
index 9dcd907451..93cd6b621a 100644
--- a/python/paddle/fluid/framework.py
+++ b/python/paddle/fluid/framework.py
@@ -19,7 +19,16 @@ import re
 import numpy as np
 
 import proto.framework_pb2 as framework_pb2
-from . import core
+try:
+    from . import core
+except ImportError, e:
+    raise ImportError(
+        """NOTE: You may need to run \"export LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH\"
+    if you encounters \"libmkldnn.so not found\" errors. If you have python
+    installed in other directory, replace \"/usr/local/lib\" with your own
+    directory. The original error is: """ % str(e))
+except Exception, e:
+    raise e
 import unique_name
 
 __all__ = [

From a1e88c467a65ec5499b70e1774c54f02ec3cfb61 Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Wed, 4 Jul 2018 11:35:56 +0800
Subject: [PATCH 30/41] Fix import error

---
 python/paddle/fluid/framework.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/paddle/fluid/framework.py b/python/paddle/fluid/framework.py
index 93cd6b621a..ea3117e02b 100644
--- a/python/paddle/fluid/framework.py
+++ b/python/paddle/fluid/framework.py
@@ -26,7 +26,7 @@ except ImportError, e:
         """NOTE: You may need to run \"export LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH\"
     if you encounters \"libmkldnn.so not found\" errors. If you have python
     installed in other directory, replace \"/usr/local/lib\" with your own
-    directory. The original error is: """ % str(e))
+    directory. The original error is: \n""" + e.message)
 except Exception, e:
     raise e
 import unique_name

From 94e3cff26a4e888666b9533fcb55ef398a1bff62 Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Wed, 4 Jul 2018 13:56:36 +0800
Subject: [PATCH 31/41] Check API changes

---
 paddle/scripts/paddle_build.sh | 15 +++++++++++++++
 tools/diff_api.py              | 31 +++++++++++++++++++++++++++++++
 2 files changed, 46 insertions(+)
 create mode 100644 tools/diff_api.py

diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index d8f0b76b7b..09bbe4185e 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -312,6 +312,20 @@ EOF
     fi
 }
 
+function assert_api_not_changed() {
+    mkdir -p ${PADDLE_ROOT}/build/.check_api_workspace
+    cd ${PADDLE_ROOT}/build/.check_api_workspace
+    virtualenv .env
+    source .env/bin/activate
+    pip install ${PADDLE_ROOT}/build/python/dist/*whl
+    curl ${PADDLE_API_SPEC_URL:-https://raw.githubusercontent.com/reyoung/FluidAPISpec/master/API.spec} \
+        > origin.spec
+    python ${PADDLE_ROOT}/tools/print_signatures.py paddle.fluid > new.spec
+    python ${PADDLE_ROOT}/tools/diff_api.py origin.spec new.spec
+    deactivate
+}
+
+
 function single_test() {
     TEST_NAME=$1
     if [ -z "${TEST_NAME}" ]; then
@@ -550,6 +564,7 @@ function main() {
       cicheck)
         cmake_gen ${PYTHON_ABI:-""}
         build
+        assert_api_not_changed
         run_test
         gen_capi_package
         gen_fluid_inference_lib
diff --git a/tools/diff_api.py b/tools/diff_api.py
new file mode 100644
index 0000000000..cf9f2c72cb
--- /dev/null
+++ b/tools/diff_api.py
@@ -0,0 +1,31 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import difflib
+import sys
+
+with open(sys.argv[1], 'r') as f:
+    origin = f.read()
+    origin = origin.splitlines()
+
+with open(sys.argv[2], 'r') as f:
+    new = f.read()
+    new = new.splitlines()
+
+differ = difflib.Differ()
+result = differ.compare(origin, new)
+
+error = False
+print('API Difference is: ')
+for each_diff in result:
+    if each_diff[0] in ['-', '?']:  # delete or change API is not allowed
+        error = True
+    elif each_diff[0] == '+':
+        # only new layers is allowed.
+        if not each_diff.startswith('+ paddle.fluid.layers.'):
+            error = True
+
+    if each_diff[0] != ' ':
+        print(each_diff)
+
+if error:
+    sys.exit(1)

From 36d9e4be34f8a1e1177e50514c557ba99f4c5dbf Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Wed, 4 Jul 2018 14:28:43 +0800
Subject: [PATCH 32/41] Try to change API

---
 python/paddle/fluid/io.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/python/paddle/fluid/io.py b/python/paddle/fluid/io.py
index 5c8f4f6507..9b46d1ae2d 100644
--- a/python/paddle/fluid/io.py
+++ b/python/paddle/fluid/io.py
@@ -27,10 +27,14 @@ __all__ = [
     'get_inference_program', 'save_checkpoint', 'load_checkpoint',
     'clean_checkpoint', 'load_persist_vars_without_grad',
     'load_lookup_table_vars', 'save_persist_vars_without_grad',
-    'get_latest_checkpoint_serial'
+    'get_latest_checkpoint_serial', 'foo'
 ]
 
 
+def foo():
+    pass
+
+
 def is_parameter(var):
     """
     Check whether the given variable is an instance of Parameter.

From 26d128037147270f8abc90e211fed615c3b38a14 Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Wed, 4 Jul 2018 14:49:47 +0800
Subject: [PATCH 33/41] Revert "Try to change API"

This reverts commit 36d9e4be34f8a1e1177e50514c557ba99f4c5dbf.
---
 python/paddle/fluid/io.py | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/python/paddle/fluid/io.py b/python/paddle/fluid/io.py
index 9b46d1ae2d..5c8f4f6507 100644
--- a/python/paddle/fluid/io.py
+++ b/python/paddle/fluid/io.py
@@ -27,14 +27,10 @@ __all__ = [
     'get_inference_program', 'save_checkpoint', 'load_checkpoint',
     'clean_checkpoint', 'load_persist_vars_without_grad',
     'load_lookup_table_vars', 'save_persist_vars_without_grad',
-    'get_latest_checkpoint_serial', 'foo'
+    'get_latest_checkpoint_serial'
 ]
 
 
-def foo():
-    pass
-
-
 def is_parameter(var):
     """
     Check whether the given variable is an instance of Parameter.

From 285e7ac531908992b43b97dc831a9ba6e2e2b91c Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 4 Jul 2018 18:13:09 +0800
Subject: [PATCH 34/41] merge fluid lookup table into abacus one

---
 .../distributed_lookup_table_design.md        |  27 ++++++++++
 .../design/dist_train/prefetch_parameter.md   |  50 ------------------
 .../src/fluid_lookup_remote_table.graffle     | Bin 0 -> 14069 bytes
 .../src/fluid_lookup_remote_table.png         | Bin 0 -> 324447 bytes
 .../dist_train/src/lookup_local_table.graffle | Bin 11311 -> 0 bytes
 .../dist_train/src/lookup_local_table.png     | Bin 303842 -> 0 bytes
 .../src/lookup_remote_table.graffle           | Bin 10636 -> 0 bytes
 .../dist_train/src/lookup_remote_table.png    | Bin 290825 -> 0 bytes
 .../dist_train/src/split_parameter.graffle    | Bin 7065 -> 0 bytes
 .../design/dist_train/src/split_parameter.png | Bin 78741 -> 0 bytes
 10 files changed, 27 insertions(+), 50 deletions(-)
 delete mode 100644 doc/fluid/design/dist_train/prefetch_parameter.md
 create mode 100644 doc/fluid/design/dist_train/src/fluid_lookup_remote_table.graffle
 create mode 100644 doc/fluid/design/dist_train/src/fluid_lookup_remote_table.png
 delete mode 100644 doc/fluid/design/dist_train/src/lookup_local_table.graffle
 delete mode 100644 doc/fluid/design/dist_train/src/lookup_local_table.png
 delete mode 100644 doc/fluid/design/dist_train/src/lookup_remote_table.graffle
 delete mode 100644 doc/fluid/design/dist_train/src/lookup_remote_table.png
 delete mode 100644 doc/fluid/design/dist_train/src/split_parameter.graffle
 delete mode 100644 doc/fluid/design/dist_train/src/split_parameter.png

diff --git a/doc/fluid/design/dist_train/distributed_lookup_table_design.md b/doc/fluid/design/dist_train/distributed_lookup_table_design.md
index 9887291389..b8fa6b46d7 100644
--- a/doc/fluid/design/dist_train/distributed_lookup_table_design.md
+++ b/doc/fluid/design/dist_train/distributed_lookup_table_design.md
@@ -119,6 +119,33 @@ optimization algorithm $f$ runs on the storage service.
 - Con: the storage service needs to be able to run the optimization
   algorithm.
 
+## Distributed Sparse Table in Fluid
+
+For another design, we can implement a distributed sparse table in Fluid,
+and don't need to maintain an external storage component while training.
+
+Prior to reading this design, it would be useful for the reader to make themselves
+familiar with Fluid [Distributed Training Architecture](./distributed_architecture.md)
+and [Parameter Server](./parameter_server.md).
+
+![fluid lookup remote table](./src/fluid_lookup_remote_table.png)
+
+Partition a large table into multiple pserver instances
+1. `DistributeTranspiler` would split the table partitioned into some small
+table blocks with some partitioned algorithms such as
+[RoundRobin](https://en.wikipedia.org/wiki/Round-robin_scheduling),
+[Hash](https://en.wikipedia.org/wiki/Hash) and etc...
+1. For some cases, the range of input `Ids` is very wide and unpredictable, so the sparse
+table would be able to fill a new value for the id that didn't appear before with
+zero, uniform random or Gaussian distribution.
+
+For each Trainer's training process:
+1. In the forward pass, we use `pre-fetch` op to pre-fetch parameter blocks according to the
+input `Ids` from PServers instead of the local `lookup_table` op, and then merge the blocks
+into a parameter `W`.
+1. Compute `GRAD@W'` in the backward pass using the pre-fetched `W` and send it to PServer to
+execute the optimize pass.
+
 ## Conclusion
 
 Let us do the "storage service does not optimize" solution first, as a
diff --git a/doc/fluid/design/dist_train/prefetch_parameter.md b/doc/fluid/design/dist_train/prefetch_parameter.md
deleted file mode 100644
index 7cea942279..0000000000
--- a/doc/fluid/design/dist_train/prefetch_parameter.md
+++ /dev/null
@@ -1,50 +0,0 @@
-# Design Doc: Lookup Remote Table while Distributed training
-
-## Abstract
-
-We propose an approach to pre-fetch the parameters from a Parameter Server while distributed training so that Fluid can train a model with the very large parameter that cannot be stored in one trainer's memory.
-
-## Background
-
-For an embedding layer, the trainable parameter may be very large, and it is likely that it may not be able to be stored in one trainer's memory. In Fluid distributed training,
-the [Distributed Transpiler](./parameter_server.md#distributed-transpiler) would split every parameter into some small parameters that stored on the Parameter Server. Hence, we can pre-fetch the parameter from the specified Parameter Server using the input `Ids`.
-
-## Design
-
-Prior to reading this design, it would be useful for the reader to make themselves familiar with Fluid [Distributed Training Architecture](./distributed_architecture.md) and 
-[Parameter Server](./parameter_server.md).
-
-The execution of `lookup local table` is as follows:
-
-<img src="src/lookup_local_table.png" width="700" />
-
-For some cases, the parameter(`weight`) may be very large, such as 10 billion features, the entire
-data could not be stored in one trainer's memory, so we need to partition this parameter and
-pre-fetch it at the beginning of each mini-batch, and we call it `lookup remote table`:
-
-<img src="src/lookup_remote_table.png" width="700" />
-
-The processing flow of `lookup remote table` is as follows:
-
-1. partitioned parameter
-
-    <img src="src/split_parameter.png" width="400" />
-
-    - **Distributed Transpiler** would split the large parameters
-      (`weight`) into some partitioned parameters (`weight_0`, `weight_1`, `weight_2`) as shown in the figure above.
-    - We can use some algorithms to distribute the partitioned parameters, such as `round-robin` or `hash-name`.
-
-1. pre-fetching parameter at the beginning of each mini-batch
-
-    - `prefetch_rpc` operator would prefetch the parameter from different Parameter
-    Servers using the input `Ids`. We use [SelectedRows](../../../design/selected_rows.md)
-    as the received variable type.
-    - `merge_selected_rows` operator would merge the received parameters into one
-    `SelectedRows` variable.
-
-## TODO
-
-- `prefetch_rpc` operator to send rows index and receive SelectedRows variables.
-- `lookup_table` need to support `SelectedRows` variable type as input `Weight`.
-- Async Update, To avoid slow-node, Async update is important for distributed training,
-  we need a design doc and implement it in future.
diff --git a/doc/fluid/design/dist_train/src/fluid_lookup_remote_table.graffle b/doc/fluid/design/dist_train/src/fluid_lookup_remote_table.graffle
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diff --git a/doc/fluid/design/dist_train/src/lookup_local_table.graffle b/doc/fluid/design/dist_train/src/lookup_local_table.graffle
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From e343afb1a9b6131f0e652685708aeb3babe4a5ff Mon Sep 17 00:00:00 2001
From: Yancey1989 <yancey1989@gmail.com>
Date: Wed, 4 Jul 2018 19:26:05 +0800
Subject: [PATCH 35/41] polish sentense

---
 .../design/dist_train/distributed_lookup_table_design.md     | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/doc/fluid/design/dist_train/distributed_lookup_table_design.md b/doc/fluid/design/dist_train/distributed_lookup_table_design.md
index b8fa6b46d7..97f890c88e 100644
--- a/doc/fluid/design/dist_train/distributed_lookup_table_design.md
+++ b/doc/fluid/design/dist_train/distributed_lookup_table_design.md
@@ -124,9 +124,8 @@ optimization algorithm $f$ runs on the storage service.
 For another design, we can implement a distributed sparse table in Fluid,
 and don't need to maintain an external storage component while training.
 
-Prior to reading this design, it would be useful for the reader to make themselves
-familiar with Fluid [Distributed Training Architecture](./distributed_architecture.md)
-and [Parameter Server](./parameter_server.md).
+You may need to read Fluid [Distributed Training Architecture](./distributed_architecture.md)
+and [Parameter Server](./parameter_server.md) before going on.
 
 ![fluid lookup remote table](./src/fluid_lookup_remote_table.png)
 

From a0fefc27d7d3df2553e49229343b94ad59ed1b3e Mon Sep 17 00:00:00 2001
From: Wu Yi <typhoonzero1986@gmail.com>
Date: Wed, 4 Jul 2018 21:01:43 +0800
Subject: [PATCH 36/41] Add NCCL2 dist train design doc (#11885)

* add_nccl2_dist_design

* update

* update by comments
---
 .../design/dist_train/dist_train_nccl2.md     |  35 ++++++++++++++++++
 .../design/dist_train/src/ncc2_design.graffle | Bin 0 -> 6823 bytes
 .../design/dist_train/src/ncc2_design.png     | Bin 0 -> 93754 bytes
 3 files changed, 35 insertions(+)
 create mode 100644 doc/fluid/design/dist_train/dist_train_nccl2.md
 create mode 100644 doc/fluid/design/dist_train/src/ncc2_design.graffle
 create mode 100644 doc/fluid/design/dist_train/src/ncc2_design.png

diff --git a/doc/fluid/design/dist_train/dist_train_nccl2.md b/doc/fluid/design/dist_train/dist_train_nccl2.md
new file mode 100644
index 0000000000..aa7455ec5d
--- /dev/null
+++ b/doc/fluid/design/dist_train/dist_train_nccl2.md
@@ -0,0 +1,35 @@
+# Distributed Training with NCCL2
+
+We design a pattern that can enable training with `ParallelExecutor` and
+using [NCCL2](https://developer.nvidia.com/nccl) as it's collective
+communication library.
+
+In `ParallelExecutor` we can use `AllReduce` or `Reduce` and `Broadcast`
+to do multi GPU training. And if we initialize NCCL2 communicators as
+ranks in a distributed environment, we can simply run the `ParallelExecutor`
+as a distributed program! The only thing that may be different than in
+the single node version is that we need to broadcast the NCCL unique ID
+to all the nodes, and initialize communicators using that ID, so NCCL2
+will know each other as ranks.
+
+To achieve this feature, we introduce a new operator: `gen_nccl_id` op,
+so we are ***not*** "bind to" running NCCL2 with MPI, we can run it in
+what ever platform you like.
+
+It have two running modes:
+
+1. Generate and broadcast mode, which should be used on trainer 0;
+1. Listen and fetch mode, which should be used on trainers other than 0.
+
+In both two modes, this op can save the NCCL ID into current scope as a
+persistable variable, Then we can insert this op at the end of
+"startup program" of fluid, so that all workers can get the same ID to
+initialize NCCL communicator objects.
+
+<img src="src/ncc2_design.png">
+
+The above figure indicates the general process when training with NCCL2
+distributed. Each trainer have the number of communicators equal to the
+number of GPUs, but the ranks should match the global ranks number: here
+we have total 8 GPUs, so `nranks==8`, for each trainer, the ranks should
+be from 0 ~ 3 on trainer 0 and 4 ~ 7 on trainer 1.
diff --git a/doc/fluid/design/dist_train/src/ncc2_design.graffle b/doc/fluid/design/dist_train/src/ncc2_design.graffle
new file mode 100644
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literal 0
HcmV?d00001


From 4f555909cedc4af94e74f3ad5c5a5c09ebc4792d Mon Sep 17 00:00:00 2001
From: Yan Chunwei <yanchunwei@outlook.com>
Date: Thu, 5 Jul 2018 09:18:02 +0800
Subject: [PATCH 37/41] analysis/code clean (#11964)

---
 paddle/fluid/inference/analysis/README.md |  3 ++-
 paddle/fluid/inference/analysis/pass.h    | 13 -------------
 2 files changed, 2 insertions(+), 14 deletions(-)

diff --git a/paddle/fluid/inference/analysis/README.md b/paddle/fluid/inference/analysis/README.md
index 6fd73958bc..70adb4a974 100644
--- a/paddle/fluid/inference/analysis/README.md
+++ b/paddle/fluid/inference/analysis/README.md
@@ -54,4 +54,5 @@ It can be used as a helper class that draws the modified graph after each pass.
 There is some helper legacy/function/class for analysis.
 
 - [dot.h](./dot.h) give a easy to use interface for generating `DOT` codes,
-- [graph_traits.h](./graph_traits.h) contains the graph traversal algorithms, it uses `iterator` to make the algorithms easy to share across different passes.
+- [graph_traits.h](./graph_traits.h) contains the interfaces of the graph traversal algorithms, it uses `iterator`to make the algorithms easy to share across different passes,
+there are some implementations in  [data_flow_graph.cc](./data_flow_graph.cc) , such as BFS and DFS..
diff --git a/paddle/fluid/inference/analysis/pass.h b/paddle/fluid/inference/analysis/pass.h
index 25c566ebfa..6b4dbb3bb5 100644
--- a/paddle/fluid/inference/analysis/pass.h
+++ b/paddle/fluid/inference/analysis/pass.h
@@ -32,19 +32,6 @@ class Pass {
  public:
   Pass() = default;
   virtual ~Pass() = default;
-  // Virtual method overridden by subclasses to do only necessary initialization
-  // before any pass is run.
-  // virtual bool Initialize() { return false; }
-  // There is some passes such as FlowToDataFlowGraphPass that needs a
-  // ProgramDesc. Here use the native ProgramDesc ProtoBuf message, so that it
-  // only couple with the proto file.
-  // virtual bool Initialize(const framework::proto::ProgramDesc &desc) { return
-  // false; }
-  // There are some Passes such as DataFlowGraphToFluidPass that will output a
-  // ProgramDesc.
-  // virtual bool Initialize(framework::proto::ProgramDesc *desc) { return
-  // false; }
-
   // Mutable Pass.
   virtual bool Initialize(Argument *argument) { return false; }
   // Readonly Pass.

From 99a99ec7e3b9596eee460be2900ed75b7dcdc1d9 Mon Sep 17 00:00:00 2001
From: dzhwinter <dongzhihong01@baidu.com>
Date: Thu, 5 Jul 2018 13:02:47 +0800
Subject: [PATCH 38/41] "remove lapack" (#11966)

---
 paddle/fluid/operators/math/blas.h              | 17 -----------------
 paddle/fluid/operators/math/math_function.h     | 17 -----------------
 paddle/fluid/platform/dynload/dynamic_loader.cc | 10 ----------
 paddle/fluid/platform/dynload/dynamic_loader.h  |  1 -
 4 files changed, 45 deletions(-)

diff --git a/paddle/fluid/operators/math/blas.h b/paddle/fluid/operators/math/blas.h
index a907d6a71b..363cddffa5 100644
--- a/paddle/fluid/operators/math/blas.h
+++ b/paddle/fluid/operators/math/blas.h
@@ -23,23 +23,6 @@
 
 #ifdef PADDLE_USE_OPENBLAS
 #include <cblas.h>
-#ifdef LAPACK_FOUND
-#include <lapacke.h>
-#endif
-#endif
-
-#ifndef LAPACK_FOUND
-extern "C" {
-#include <cblas.h>  // NOLINT
-int LAPACKE_sgetrf(int matrix_layout, int m, int n, float* a, int lda,
-                   int* ipiv);
-int LAPACKE_dgetrf(int matrix_layout, int m, int n, double* a, int lda,
-                   int* ipiv);
-int LAPACKE_sgetri(int matrix_layout, int n, float* a, int lda,
-                   const int* ipiv);
-int LAPACKE_dgetri(int matrix_layout, int n, double* a, int lda,
-                   const int* ipiv);
-}
 #endif
 
 namespace paddle {
diff --git a/paddle/fluid/operators/math/math_function.h b/paddle/fluid/operators/math/math_function.h
index 56a039d3ce..7ec78d9ef8 100644
--- a/paddle/fluid/operators/math/math_function.h
+++ b/paddle/fluid/operators/math/math_function.h
@@ -19,23 +19,6 @@ limitations under the License. */
 
 #ifdef PADDLE_USE_OPENBLAS
 #include <cblas.h>
-#ifdef LAPACK_FOUND
-#include <lapacke.h>
-#endif
-#endif
-
-#ifndef LAPACK_FOUND
-extern "C" {
-#include <cblas.h>  // NOLINT
-int LAPACKE_sgetrf(int matrix_layout, int m, int n, float* a, int lda,
-                   int* ipiv);
-int LAPACKE_dgetrf(int matrix_layout, int m, int n, double* a, int lda,
-                   int* ipiv);
-int LAPACKE_sgetri(int matrix_layout, int n, float* a, int lda,
-                   const int* ipiv);
-int LAPACKE_dgetri(int matrix_layout, int n, double* a, int lda,
-                   const int* ipiv);
-}
 #endif
 
 #include <cmath>
diff --git a/paddle/fluid/platform/dynload/dynamic_loader.cc b/paddle/fluid/platform/dynload/dynamic_loader.cc
index 198d8566b1..93bf7c1351 100644
--- a/paddle/fluid/platform/dynload/dynamic_loader.cc
+++ b/paddle/fluid/platform/dynload/dynamic_loader.cc
@@ -36,8 +36,6 @@ DEFINE_string(cuda_dir, "",
 
 DEFINE_string(warpctc_dir, "", "Specify path for loading libwarpctc.so.");
 
-DEFINE_string(lapack_dir, "", "Specify path for loading liblapack.so.");
-
 DEFINE_string(nccl_dir, "",
               "Specify path for loading nccl library, such as libcublas, "
               "libcurand. For instance, /usr/local/cuda/lib64. If default, "
@@ -189,14 +187,6 @@ void* GetWarpCTCDsoHandle() {
 #endif
 }
 
-void* GetLapackDsoHandle() {
-#if defined(__APPLE__) || defined(__OSX__)
-  return GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.dylib");
-#else
-  return GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.so");
-#endif
-}
-
 void* GetNCCLDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
   return GetDsoHandleFromSearchPath(FLAGS_nccl_dir, "libnccl.dylib");
diff --git a/paddle/fluid/platform/dynload/dynamic_loader.h b/paddle/fluid/platform/dynload/dynamic_loader.h
index ca87dc47f3..84fd2ce998 100644
--- a/paddle/fluid/platform/dynload/dynamic_loader.h
+++ b/paddle/fluid/platform/dynload/dynamic_loader.h
@@ -23,7 +23,6 @@ void* GetCUDNNDsoHandle();
 void* GetCUPTIDsoHandle();
 void* GetCurandDsoHandle();
 void* GetWarpCTCDsoHandle();
-void* GetLapackDsoHandle();
 void* GetNCCLDsoHandle();
 void* GetTensorRtDsoHandle();
 void* GetMKLMLDsoHandle();

From 4ed0b62476031f668d3797c664731b11b0055344 Mon Sep 17 00:00:00 2001
From: dzhwinter <dongzhihong01@baidu.com>
Date: Thu, 5 Jul 2018 13:03:21 +0800
Subject: [PATCH 39/41] Move fluid::framework::InitDevices into fluid::platform
 (#11757)

* move to platform

* "move init from framework to platform"

* "remove used init"

* "fix ci"

* "fix ci"

* "fix generic"

* "fix ci"

* "fix ci"

* "fix ci"

* "disable fragile test"
---
 cmake/generic.cmake                           |  8 ++++----
 .../inference/paddle_inference_api_impl.h     |  2 +-
 paddle/fluid/framework/CMakeLists.txt         | 20 +++++++++----------
 .../framework/data_device_transform_test.cu   |  2 +-
 paddle/fluid/framework/lod_tensor_test.cu     |  2 +-
 paddle/fluid/framework/operator_test.cc       |  2 +-
 paddle/fluid/inference/CMakeLists.txt         |  2 +-
 paddle/fluid/inference/io.h                   |  2 +-
 .../operators/distributed/CMakeLists.txt      |  2 +-
 paddle/fluid/operators/math/CMakeLists.txt    |  6 +++---
 paddle/fluid/operators/nccl_op_test.cu.cc     |  2 +-
 paddle/fluid/platform/CMakeLists.txt          | 10 ++++++----
 paddle/fluid/platform/device_context_test.cu  | 16 ---------------
 paddle/fluid/platform/float16_test.cc         |  2 +-
 paddle/fluid/{framework => platform}/init.cc  |  2 +-
 paddle/fluid/{framework => platform}/init.h   |  0
 .../{framework => platform}/init_test.cc      |  2 +-
 paddle/fluid/pybind/CMakeLists.txt            |  4 ++--
 paddle/fluid/pybind/pybind.cc                 |  2 +-
 paddle/fluid/train/demo/demo_trainer.cc       |  2 +-
 paddle/testing/CMakeLists.txt                 |  2 +-
 paddle/testing/paddle_gtest_main.cc           |  2 +-
 22 files changed, 40 insertions(+), 54 deletions(-)
 rename paddle/fluid/{framework => platform}/init.cc (98%)
 rename paddle/fluid/{framework => platform}/init.h (100%)
 rename paddle/fluid/{framework => platform}/init_test.cc (96%)

diff --git a/cmake/generic.cmake b/cmake/generic.cmake
index fd7fc16bff..eafb11b6f2 100644
--- a/cmake/generic.cmake
+++ b/cmake/generic.cmake
@@ -257,8 +257,8 @@ function(cc_test TARGET_NAME)
     set(multiValueArgs SRCS DEPS ARGS)
     cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
     add_executable(${TARGET_NAME} ${cc_test_SRCS})
-    target_link_libraries(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main memory gtest gflags glog)
-    add_dependencies(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main memory gtest gflags glog)
+    target_link_libraries(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main lod_tensor memory gtest gflags glog)
+    add_dependencies(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main lod_tensor memory gtest gflags glog)
     add_test(NAME ${TARGET_NAME}
              COMMAND ${TARGET_NAME} ${cc_test_ARGS}
              WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
@@ -324,8 +324,8 @@ function(nv_test TARGET_NAME)
     set(multiValueArgs SRCS DEPS)
     cmake_parse_arguments(nv_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
     cuda_add_executable(${TARGET_NAME} ${nv_test_SRCS})
-    target_link_libraries(${TARGET_NAME} ${nv_test_DEPS} paddle_gtest_main memory gtest gflags glog)
-    add_dependencies(${TARGET_NAME} ${nv_test_DEPS} paddle_gtest_main memory gtest gflags glog)
+    target_link_libraries(${TARGET_NAME} ${nv_test_DEPS} paddle_gtest_main lod_tensor memory gtest gflags glog)
+    add_dependencies(${TARGET_NAME} ${nv_test_DEPS} paddle_gtest_main lod_tensor memory gtest gflags glog)
     add_test(${TARGET_NAME} ${TARGET_NAME})
     if (nv_test_SERIAL)
         set_property(TEST ${TARGET_NAME} PROPERTY SERIAL 1)
diff --git a/paddle/contrib/inference/paddle_inference_api_impl.h b/paddle/contrib/inference/paddle_inference_api_impl.h
index ba266b608d..f9ec6f5544 100644
--- a/paddle/contrib/inference/paddle_inference_api_impl.h
+++ b/paddle/contrib/inference/paddle_inference_api_impl.h
@@ -22,9 +22,9 @@
 #include "paddle/contrib/inference/paddle_inference_api.h"
 
 #include "paddle/fluid/framework/ddim.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/inference/io.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/profiler.h"
 
 namespace paddle {
diff --git a/paddle/fluid/framework/CMakeLists.txt b/paddle/fluid/framework/CMakeLists.txt
index 6286dda4a5..397c9f7394 100644
--- a/paddle/fluid/framework/CMakeLists.txt
+++ b/paddle/fluid/framework/CMakeLists.txt
@@ -21,10 +21,10 @@ endif()
 
 cc_test(eigen_test SRCS eigen_test.cc DEPS tensor)
 
-nv_test(mixed_vector_test SRCS mixed_vector_test.cu DEPS place memory device_context init)
+nv_test(mixed_vector_test SRCS mixed_vector_test.cu DEPS place memory device_context tensor)
 cc_library(lod_tensor SRCS lod_tensor.cc DEPS ddim place tensor framework_proto recordio)
 cc_test(lod_tensor_test SRCS lod_tensor_test.cc DEPS lod_tensor memory)
-nv_test(lod_tensor_gpu_test SRCS lod_tensor_test.cu DEPS lod_tensor init)
+nv_test(lod_tensor_gpu_test SRCS lod_tensor_test.cu DEPS lod_tensor)
 
 cc_library(reader SRCS reader.cc DEPS lod_tensor ddim)
 
@@ -38,7 +38,7 @@ cc_test(scope_test SRCS scope_test.cc DEPS scope)
 
 cc_library(data_device_transform SRCS data_device_transform.cc DEPS tensor)
 nv_test(data_device_transform_test SRCS data_device_transform_test.cu
-        DEPS operator op_registry init math_function)
+        DEPS operator op_registry device_context math_function)
 
 if(WITH_GPU)
   nv_library(data_type_transform SRCS data_type_transform.cu DEPS tensor)
@@ -63,7 +63,7 @@ cc_library(op_info SRCS op_info.cc DEPS attribute framework_proto)
 cc_library(shape_inference SRCS shape_inference.cc DEPS ddim attribute device_context)
 cc_library(operator SRCS operator.cc DEPS op_info device_context tensor scope glog
     shape_inference data_transform lod_tensor profiler)
-cc_test(operator_test SRCS operator_test.cc DEPS operator op_registry init)
+cc_test(operator_test SRCS operator_test.cc DEPS operator op_registry device_context)
 cc_library(proto_desc SRCS var_desc.cc op_desc.cc block_desc.cc program_desc.cc DEPS shape_inference op_info operator glog)
 
 cc_library(op_registry SRCS op_registry.cc DEPS op_proto_maker op_info operator glog proto_desc)
@@ -101,14 +101,14 @@ cc_test(var_type_inference_test SRCS var_type_inference_test.cc DEPS op_registry
 cc_library(selected_rows SRCS selected_rows.cc DEPS tensor)
 cc_test(selected_rows_test SRCS selected_rows_test.cc DEPS selected_rows)
 
-cc_library(init SRCS init.cc DEPS gflags device_context place stringpiece operator)
-cc_test(init_test SRCS init_test.cc DEPS init)
-
 cc_test(op_kernel_type_test SRCS op_kernel_type_test.cc DEPS place device_context framework_proto)
 cc_test(cow_ptr_tests SRCS details/cow_ptr_test.cc)
       
 # cc_test(channel_test SRCS channel_test.cc)
 cc_test(tuple_test SRCS tuple_test.cc )
-cc_test(concurrency_test SRCS concurrency_test.cc DEPS go_op channel_close_op channel_create_op
-        channel_send_op channel_recv_op sum_op select_op elementwise_add_op compare_op
-        conditional_block_op while_op assign_op print_op executor proto_desc)
+
+# disable test temporarily.
+# TODO https://github.com/PaddlePaddle/Paddle/issues/11971
+# cc_test(concurrency_test SRCS concurrency_test.cc DEPS go_op channel_close_op channel_create_op
+#         channel_send_op channel_recv_op sum_op select_op elementwise_add_op compare_op
+#         conditional_block_op while_op assign_op print_op executor proto_desc)
diff --git a/paddle/fluid/framework/data_device_transform_test.cu b/paddle/fluid/framework/data_device_transform_test.cu
index a91fe5c99d..f2c55e533a 100644
--- a/paddle/fluid/framework/data_device_transform_test.cu
+++ b/paddle/fluid/framework/data_device_transform_test.cu
@@ -14,13 +14,13 @@ limitations under the License. */
 
 #include "gtest/gtest.h"
 
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_info.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/operators/elementwise_op_function.h"
 #include "paddle/fluid/operators/math/math_function.h"
 #include "paddle/fluid/platform/device_context.h"
+#include "paddle/fluid/platform/init.h"
 
 namespace paddle {
 namespace framework {
diff --git a/paddle/fluid/framework/lod_tensor_test.cu b/paddle/fluid/framework/lod_tensor_test.cu
index e3efbe4c46..b9950627ca 100644
--- a/paddle/fluid/framework/lod_tensor_test.cu
+++ b/paddle/fluid/framework/lod_tensor_test.cu
@@ -17,9 +17,9 @@
 #include <stdio.h>
 
 #include "gtest/gtest.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/platform/assert.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/place.h"
 
 __global__ void test(size_t* a, int size) {
diff --git a/paddle/fluid/framework/operator_test.cc b/paddle/fluid/framework/operator_test.cc
index 74043b5d79..e211c678f8 100644
--- a/paddle/fluid/framework/operator_test.cc
+++ b/paddle/fluid/framework/operator_test.cc
@@ -13,10 +13,10 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 #include "gtest/gtest.h"
 
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/op_info.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/operator.h"
+#include "paddle/fluid/platform/init.h"
 
 namespace paddle {
 namespace framework {
diff --git a/paddle/fluid/inference/CMakeLists.txt b/paddle/fluid/inference/CMakeLists.txt
index 7071eea19c..1895aea7f9 100644
--- a/paddle/fluid/inference/CMakeLists.txt
+++ b/paddle/fluid/inference/CMakeLists.txt
@@ -1,4 +1,4 @@
-set(FLUID_CORE_MODULES proto_desc memory lod_tensor executor init)
+set(FLUID_CORE_MODULES proto_desc memory lod_tensor executor )
 
 # TODO(panyx0718): Should this be called paddle_fluid_inference_api_internal?
 cc_library(paddle_fluid_api
diff --git a/paddle/fluid/inference/io.h b/paddle/fluid/inference/io.h
index caf599b1a6..01b50b3670 100644
--- a/paddle/fluid/inference/io.h
+++ b/paddle/fluid/inference/io.h
@@ -18,9 +18,9 @@ limitations under the License. */
 #include <string>
 #include <vector>
 #include "paddle/fluid/framework/executor.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/program_desc.h"
 #include "paddle/fluid/framework/scope.h"
+#include "paddle/fluid/platform/init.h"
 
 namespace paddle {
 namespace inference {
diff --git a/paddle/fluid/operators/distributed/CMakeLists.txt b/paddle/fluid/operators/distributed/CMakeLists.txt
index 312f80e090..675ca36774 100644
--- a/paddle/fluid/operators/distributed/CMakeLists.txt
+++ b/paddle/fluid/operators/distributed/CMakeLists.txt
@@ -5,7 +5,7 @@ if(WITH_GRPC)
   set(DISTRIBUTE_COMPILE_FLAGS "-Wno-non-virtual-dtor -Wno-error=non-virtual-dtor -Wno-error=delete-non-virtual-dtor")
   set_source_files_properties(grpc_serde_test.cc rpc_server_test.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
   cc_test(serde_test SRCS grpc_serde_test.cc variable_response.cc DEPS grpc++_unsecure grpc_unsecure gpr
-          cares zlib protobuf sendrecvop_grpc SERIAL)
+          cares zlib protobuf sendrecvop_grpc scope profiler math_function SERIAL)
   cc_test(grpc_server_test SRCS rpc_server_test.cc DEPS sendrecvop_grpc
           grpc++_unsecure grpc_unsecure gpr cares zlib protobuf executor
           proto_desc lookup_table_op SERIAL)
diff --git a/paddle/fluid/operators/math/CMakeLists.txt b/paddle/fluid/operators/math/CMakeLists.txt
index 53a478c1ac..5571ff9a71 100644
--- a/paddle/fluid/operators/math/CMakeLists.txt
+++ b/paddle/fluid/operators/math/CMakeLists.txt
@@ -54,13 +54,13 @@ math_library(softmax DEPS math_function)
 math_library(unpooling)
 math_library(vol2col)
 
-cc_test(math_function_test SRCS math_function_test.cc)
+cc_test(math_function_test SRCS math_function_test.cc DEPS math_function)
 cc_test(selected_rows_functor_test SRCS selected_rows_functor_test.cc DEPS selected_rows_functor)
 cc_test(im2col_test SRCS im2col_test.cc DEPS im2col)
 cc_test(vol2col_test SRCS vol2col_test.cc DEPS vol2col)
 cc_test(sequence_padding_test SRCS sequence_padding_test.cc DEPS sequence_padding)
 if(WITH_GPU)
-    nv_test(math_function_gpu_test SRCS math_function_test.cu)
-    nv_test(selected_rows_functor_gpu_test SRCS selected_rows_functor_test.cu DEPS selected_rows_functor)
+    nv_test(math_function_gpu_test SRCS math_function_test.cu DEPS math_function)
+    nv_test(selected_rows_functor_gpu_test SRCS selected_rows_functor_test.cu DEPS selected_rows_functor math_function)
 endif()
 cc_test(concat_test SRCS concat_test.cc DEPS concat)
diff --git a/paddle/fluid/operators/nccl_op_test.cu.cc b/paddle/fluid/operators/nccl_op_test.cu.cc
index ef54d79fdf..d5fb7a12e5 100644
--- a/paddle/fluid/operators/nccl_op_test.cu.cc
+++ b/paddle/fluid/operators/nccl_op_test.cu.cc
@@ -19,7 +19,6 @@ limitations under the License. */
 #include <thread>  // NOLINT
 #include <vector>
 
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/op_desc.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/program_desc.h"
@@ -27,6 +26,7 @@ limitations under the License. */
 #include "paddle/fluid/platform/device_context.h"
 #include "paddle/fluid/platform/enforce.h"
 #include "paddle/fluid/platform/gpu_info.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/place.h"
 
 USE_NO_KERNEL_OP(ncclInit);
diff --git a/paddle/fluid/platform/CMakeLists.txt b/paddle/fluid/platform/CMakeLists.txt
index b29035bafd..edd5a84aa2 100644
--- a/paddle/fluid/platform/CMakeLists.txt
+++ b/paddle/fluid/platform/CMakeLists.txt
@@ -42,10 +42,12 @@ ENDIF()
 
 # memcpy depends on device_context, here add deps individually for
 # avoiding cycle dependencies
-cc_library(device_context SRCS device_context.cc DEPS malloc
-    place eigen3 ${GPU_CTX_DEPS} ${MKLDNN_CTX_DEPS})
+cc_library(device_context SRCS device_context.cc init.cc DEPS malloc
+    place eigen3 stringpiece ${GPU_CTX_DEPS} ${MKLDNN_CTX_DEPS})
 nv_test(device_context_test SRCS device_context_test.cu DEPS device_context gpu_info)
 
+cc_test(init_test SRCS init_test.cc DEPS device_context)
+
 nv_test(cudnn_helper_test SRCS cudnn_helper_test.cc DEPS dynload_cuda)
 nv_test(transform_test SRCS transform_test.cu DEPS memory place device_context)
 
@@ -53,5 +55,5 @@ cc_library(device_tracer SRCS device_tracer.cc DEPS boost profiler_proto framewo
 cc_library(profiler SRCS profiler.cc DEPS device_context device_tracer)
 cc_test(profiler_test SRCS profiler_test.cc DEPS profiler)
 
-nv_test(float16_gpu_test SRCS float16_test.cu)
-cc_test(float16_test SRCS float16_test.cc)
+nv_test(float16_gpu_test SRCS float16_test.cu DEPS lod_tensor)
+cc_test(float16_test SRCS float16_test.cc DEPS lod_tensor)
diff --git a/paddle/fluid/platform/device_context_test.cu b/paddle/fluid/platform/device_context_test.cu
index fa806aba6d..171d2979a0 100644
--- a/paddle/fluid/platform/device_context_test.cu
+++ b/paddle/fluid/platform/device_context_test.cu
@@ -69,19 +69,3 @@ TEST(Device, DeviceContextPool) {
     ASSERT_NE(dev_ctx, nullptr);
   }
 }
-
-int main(int argc, char** argv) {
-  std::vector<paddle::platform::Place> places;
-
-  places.emplace_back(paddle::platform::CPUPlace());
-  int count = paddle::platform::GetCUDADeviceCount();
-  for (int i = 0; i < count; ++i) {
-    places.emplace_back(paddle::platform::CUDAPlace(i));
-  }
-
-  VLOG(0) << " DeviceCount " << count;
-  paddle::platform::DeviceContextPool::Init(places);
-
-  testing::InitGoogleTest(&argc, argv);
-  return RUN_ALL_TESTS();
-}
diff --git a/paddle/fluid/platform/float16_test.cc b/paddle/fluid/platform/float16_test.cc
index a589e32b61..ede294be1e 100644
--- a/paddle/fluid/platform/float16_test.cc
+++ b/paddle/fluid/platform/float16_test.cc
@@ -13,8 +13,8 @@ limitations under the License. */
 #include <vector>
 
 #include "gtest/gtest.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/lod_tensor.h"
+#include "paddle/fluid/platform/init.h"
 
 namespace paddle {
 namespace platform {
diff --git a/paddle/fluid/framework/init.cc b/paddle/fluid/platform/init.cc
similarity index 98%
rename from paddle/fluid/framework/init.cc
rename to paddle/fluid/platform/init.cc
index a1094976f6..475437785f 100644
--- a/paddle/fluid/framework/init.cc
+++ b/paddle/fluid/platform/init.cc
@@ -16,10 +16,10 @@ limitations under the License. */
 #include <stdexcept>
 #include <string>
 
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/operator.h"
 #include "paddle/fluid/operators/math/blas.h"
 #include "paddle/fluid/platform/device_context.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/place.h"
 #include "paddle/fluid/string/piece.h"
 
diff --git a/paddle/fluid/framework/init.h b/paddle/fluid/platform/init.h
similarity index 100%
rename from paddle/fluid/framework/init.h
rename to paddle/fluid/platform/init.h
diff --git a/paddle/fluid/framework/init_test.cc b/paddle/fluid/platform/init_test.cc
similarity index 96%
rename from paddle/fluid/framework/init_test.cc
rename to paddle/fluid/platform/init_test.cc
index 928e2d14ab..eef1470a90 100644
--- a/paddle/fluid/framework/init_test.cc
+++ b/paddle/fluid/platform/init_test.cc
@@ -13,8 +13,8 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 #include "gtest/gtest.h"
 
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/platform/device_context.h"
+#include "paddle/fluid/platform/init.h"
 
 TEST(InitDevices, CPU) {
   using paddle::framework::InitDevices;
diff --git a/paddle/fluid/pybind/CMakeLists.txt b/paddle/fluid/pybind/CMakeLists.txt
index 4fef351c21..89ca4f7812 100644
--- a/paddle/fluid/pybind/CMakeLists.txt
+++ b/paddle/fluid/pybind/CMakeLists.txt
@@ -2,13 +2,13 @@ if(WITH_PYTHON)
   if(WITH_AMD_GPU)
     hip_library(paddle_pybind SHARED
       SRCS pybind.cc exception.cc protobuf.cc const_value.cc recordio.cc
-      DEPS pybind python proto_desc memory executor prune init profiler feed_fetch_method
+      DEPS pybind python proto_desc memory executor prune profiler feed_fetch_method
            parallel_executor
       ${GLOB_OP_LIB})
   else()
     cc_library(paddle_pybind SHARED
       SRCS pybind.cc exception.cc protobuf.cc const_value.cc recordio.cc
-      DEPS pybind python proto_desc memory executor prune init profiler feed_fetch_method
+      DEPS pybind python proto_desc memory executor prune profiler feed_fetch_method
            parallel_executor
       ${GLOB_OP_LIB})
     if(NOT APPLE AND NOT ANDROID)
diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index 3191f29fc3..7a8bb71245 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -24,7 +24,6 @@ limitations under the License. */
 #include "paddle/fluid/framework/executor.h"
 #include "paddle/fluid/framework/feed_fetch_method.h"
 #include "paddle/fluid/framework/framework.pb.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/lod_rank_table.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/lod_tensor_array.h"
@@ -36,6 +35,7 @@ limitations under the License. */
 #include "paddle/fluid/operators/activation_op.h"
 #include "paddle/fluid/operators/reader/lod_tensor_blocking_queue.h"
 #include "paddle/fluid/platform/enforce.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/place.h"
 #include "paddle/fluid/platform/profiler.h"
 #include "paddle/fluid/pybind/const_value.h"
diff --git a/paddle/fluid/train/demo/demo_trainer.cc b/paddle/fluid/train/demo/demo_trainer.cc
index 813d838686..4425f062ef 100644
--- a/paddle/fluid/train/demo/demo_trainer.cc
+++ b/paddle/fluid/train/demo/demo_trainer.cc
@@ -15,11 +15,11 @@
 #include <fstream>
 
 #include "paddle/fluid/framework/executor.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/program_desc.h"
 #include "paddle/fluid/framework/tensor_util.h"
 #include "paddle/fluid/platform/device_context.h"
+#include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/place.h"
 
 namespace paddle {
diff --git a/paddle/testing/CMakeLists.txt b/paddle/testing/CMakeLists.txt
index a1f446817e..2264481899 100644
--- a/paddle/testing/CMakeLists.txt
+++ b/paddle/testing/CMakeLists.txt
@@ -6,6 +6,6 @@ if(WITH_TESTING)
   add_library(paddle_test_util STATIC TestUtil.cpp)
   add_dependencies(paddle_test_util paddle_proto ${external_project_dependencies})
   if(NOT MOBILE_INFERENCE)
-    cc_library(paddle_gtest_main SRCS paddle_gtest_main.cc DEPS init memory gtest gflags)
+    cc_library(paddle_gtest_main SRCS paddle_gtest_main.cc DEPS device_context memory gtest gflags)
   endif()
 endif()
diff --git a/paddle/testing/paddle_gtest_main.cc b/paddle/testing/paddle_gtest_main.cc
index 555be3d00e..cfea2059c3 100644
--- a/paddle/testing/paddle_gtest_main.cc
+++ b/paddle/testing/paddle_gtest_main.cc
@@ -16,8 +16,8 @@ limitations under the License. */
 
 #include "gflags/gflags.h"
 #include "gtest/gtest.h"
-#include "paddle/fluid/framework/init.h"
 #include "paddle/fluid/memory/memory.h"
+#include "paddle/fluid/platform/init.h"
 
 int main(int argc, char** argv) {
   testing::InitGoogleTest(&argc, argv);

From 2e418a5227442a6c83932d0e0b14a45bb72533ec Mon Sep 17 00:00:00 2001
From: tensor-tang <tangjian03@baidu.com>
Date: Thu, 5 Jul 2018 13:36:08 +0800
Subject: [PATCH 40/41] fix conflicts

---
 paddle/fluid/framework/CMakeLists.txt | 3 +--
 paddle/fluid/platform/CMakeLists.txt  | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/paddle/fluid/framework/CMakeLists.txt b/paddle/fluid/framework/CMakeLists.txt
index 38d08c2164..397c9f7394 100644
--- a/paddle/fluid/framework/CMakeLists.txt
+++ b/paddle/fluid/framework/CMakeLists.txt
@@ -100,8 +100,7 @@ cc_test(var_type_inference_test SRCS var_type_inference_test.cc DEPS op_registry
         proto_desc)
 cc_library(selected_rows SRCS selected_rows.cc DEPS tensor)
 cc_test(selected_rows_test SRCS selected_rows_test.cc DEPS selected_rows)
-cc_library(init SRCS init.cc DEPS gflags device_context place stringpiece operator cpu_helper)
-cc_test(init_test SRCS init_test.cc DEPS init)
+
 cc_test(op_kernel_type_test SRCS op_kernel_type_test.cc DEPS place device_context framework_proto)
 cc_test(cow_ptr_tests SRCS details/cow_ptr_test.cc)
       
diff --git a/paddle/fluid/platform/CMakeLists.txt b/paddle/fluid/platform/CMakeLists.txt
index a83fd00d86..20037d0764 100644
--- a/paddle/fluid/platform/CMakeLists.txt
+++ b/paddle/fluid/platform/CMakeLists.txt
@@ -46,7 +46,7 @@ ENDIF()
 # memcpy depends on device_context, here add deps individually for
 # avoiding cycle dependencies
 cc_library(device_context SRCS device_context.cc init.cc DEPS malloc
-    place eigen3 stringpiece ${GPU_CTX_DEPS} ${MKLDNN_CTX_DEPS})
+    place eigen3 stringpiece cpu_helper ${GPU_CTX_DEPS} ${MKLDNN_CTX_DEPS})
 nv_test(device_context_test SRCS device_context_test.cu DEPS device_context gpu_info)
 
 cc_test(init_test SRCS init_test.cc DEPS device_context)

From 90aec12b3957ea6ce0341e24f9042affb4d4fd0b Mon Sep 17 00:00:00 2001
From: yuyang18 <reyoung@126.com>
Date: Thu, 5 Jul 2018 16:56:54 +0800
Subject: [PATCH 41/41] Change default APISpec URL

---
 paddle/scripts/paddle_build.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 09bbe4185e..d173b41e86 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -318,7 +318,7 @@ function assert_api_not_changed() {
     virtualenv .env
     source .env/bin/activate
     pip install ${PADDLE_ROOT}/build/python/dist/*whl
-    curl ${PADDLE_API_SPEC_URL:-https://raw.githubusercontent.com/reyoung/FluidAPISpec/master/API.spec} \
+    curl ${PADDLE_API_SPEC_URL:-https://raw.githubusercontent.com/PaddlePaddle/FluidAPISpec/master/API.spec} \
         > origin.spec
     python ${PADDLE_ROOT}/tools/print_signatures.py paddle.fluid > new.spec
     python ${PADDLE_ROOT}/tools/diff_api.py origin.spec new.spec