From 7dc584f5c437f76383a9b83b6208c25bfaf4a82e Mon Sep 17 00:00:00 2001
From: xzl <zlx_hg@163.com>
Date: Mon, 20 Nov 2017 11:54:44 +0800
Subject: [PATCH 01/79] add upsample layer

---
 paddle/cuda/include/hl_cnn.h                  |  42 ++++++
 paddle/cuda/include/stub/hl_cnn_stub.h        |  18 +++
 paddle/cuda/src/hl_cuda_cnn.cu                |  76 +++++++++++
 paddle/gserver/layers/UpsampleLayer.cpp       | 107 +++++++++++++++
 paddle/gserver/layers/UpsampleLayer.h         |  54 ++++++++
 paddle/math/Matrix.cpp                        | 126 ++++++++++++++++++
 paddle/math/Matrix.h                          |  52 ++++++++
 proto/ModelConfig.proto                       |  11 ++
 python/paddle/trainer/config_parser.py        |  44 ++++++
 .../paddle/trainer_config_helpers/layers.py   |  77 +++++++++++
 10 files changed, 607 insertions(+)
 create mode 100644 paddle/gserver/layers/UpsampleLayer.cpp
 create mode 100644 paddle/gserver/layers/UpsampleLayer.h

diff --git a/paddle/cuda/include/hl_cnn.h b/paddle/cuda/include/hl_cnn.h
index 89c1f48eda..c8dd3eb91e 100644
--- a/paddle/cuda/include/hl_cnn.h
+++ b/paddle/cuda/include/hl_cnn.h
@@ -366,4 +366,46 @@ extern void hl_maxout_backward(real* inGrad,
                                size_t featLen,
                                size_t groups);
 
+/**
+ * @brief   Upsample forward.
+ * @param[in]   inputData   input data.
+ * @param[out]  maskData    the mask data from MaxPoolWithMaskLayer.
+ * @param[out]  batchSize   the batch size of the input.
+ * @param[in]   imgSizeH    image height.
+ * @param[in]   imgSizeW    image width.
+ * @param[in]   channels    the input channels.
+ * @param[in]   outputH     the output height.
+ * @param[in]   outputW     the output widht.
+ * @param[out]  outputData  output data.
+ */
+extern void hl_upsample_forward(real *inputData, real *maskData,
+                        size_t batchSize,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW,
+                        real *outputData);
+
+/**
+ * @brief   Upsample backward.
+ * @param[in]   outputGradData  the output grad data.
+ * @param[out]  maskData    the mask data from MaxPoolWithMaskLayer.
+ * @param[out]  batchSize       the batch size of the input.
+ * @param[in]   imgSizeH        image height.
+ * @param[in]   imgSizeW        image width.
+ * @param[in]   channels        the input channels.
+ * @param[in]   outputH         the output height.
+ * @param[in]   outputW         the output widht.
+ * @param[out]  inputGradData   the input grad data.
+ */
+extern void hl_upsample_backward(real *outputGradData, real *maskData,
+                        size_t batchSize,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW,
+                        real *inputGradData);
+
 #endif  // HL_CNN_H_
diff --git a/paddle/cuda/include/stub/hl_cnn_stub.h b/paddle/cuda/include/stub/hl_cnn_stub.h
index 968ed4840f..ef1f67980e 100644
--- a/paddle/cuda/include/stub/hl_cnn_stub.h
+++ b/paddle/cuda/include/stub/hl_cnn_stub.h
@@ -222,4 +222,22 @@ inline void hl_maxout_backward(real* inGrad,
                                size_t featLen,
                                size_t group) {}
 
+inline void hl_upsample_forward(real *inputData, real *maskData,
+                        size_t batchSize,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW,
+                        real *outputData) {}
+
+inline void hl_upsample_backward(real *outputGradData, real *maskData,
+                        size_t batchSize,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW,
+                        real *inputGradData) {}
+
 #endif  // HL_CNN_STUB_H_
diff --git a/paddle/cuda/src/hl_cuda_cnn.cu b/paddle/cuda/src/hl_cuda_cnn.cu
index 3699b1e8ae..966c406a86 100644
--- a/paddle/cuda/src/hl_cuda_cnn.cu
+++ b/paddle/cuda/src/hl_cuda_cnn.cu
@@ -1020,3 +1020,79 @@ void hl_maxout_backward(real* inGrad,
       num_kernels, inGrad, outGrad, idData, size, featLen, groups);
   CHECK_SYNC("hl_maxout_backward failed");
 }
+
+__global__ void upsampleForwardCompute(real* input_data,
+                                       real* mask_data,
+                                       size_t nthreads,
+                                       size_t in_h,
+                                       size_t in_w,
+                                       size_t out_h,
+                                       size_t out_w,
+                                       real* output_data) {
+  int index = blockIdx.x * blockDim.x + threadIdx.x;
+  if (index < nthreads) {
+    int offset = index / (in_w * in_h) * out_h * out_w;
+    int upsample_idx = static_cast<int>(mask_data[index]);
+    output_data[offset + upsample_idx] = input_data[index];
+  }
+}
+
+__global__ void upsampleBackwardCompute(real* out_grad,
+                                        real* mask_data,
+                                        size_t nthreads,
+                                        size_t in_h,
+                                        size_t in_w,
+                                        size_t out_h,
+                                        size_t out_w,
+                                        real* input_grad) {
+  int index = blockIdx.x * blockDim.x + threadIdx.x;
+  if (index < nthreads) {
+    int offset = index / (in_w * in_h) * out_h * out_w;
+    int upsample_idx = static_cast<int>(mask_data[index]);
+    input_grad[index] = out_grad[offset + upsample_idx];
+  }
+}
+
+void hl_upsample_forward(real* inputData,
+                         real* maskData,
+                         size_t batchSize,
+                         size_t imgSizeH,
+                         size_t imgSizeW,
+                         size_t channels,
+                         size_t outputH,
+                         size_t outputW,
+                         real* outputData) {
+  int num_kernels = batchSize * imgSizeH * imgSizeW * channels;
+  int blocks = (num_kernels + 1024 - 1) / 1024;
+  upsampleForwardCompute<<<blocks, 1024, 0, STREAM_DEFAULT>>>(inputData,
+                                                              maskData,
+                                                              num_kernels,
+                                                              imgSizeH,
+                                                              imgSizeW,
+                                                              outputH,
+                                                              outputW,
+                                                              outputData);
+  CHECK_SYNC("hl_upsample_forward failed");
+}
+
+void hl_upsample_backward(real* outputGradData,
+                          real* maskData,
+                          size_t batchSize,
+                          size_t imgSizeH,
+                          size_t imgSizeW,
+                          size_t channels,
+                          size_t outputH,
+                          size_t outputW,
+                          real* inputGradData) {
+  int num_kernels = batchSize * imgSizeH * imgSizeW * channels;
+  int blocks = (num_kernels + 1024 - 1) / 1024;
+  upsampleBackwardCompute<<<blocks, 1024, 0, STREAM_DEFAULT>>>(outputGradData,
+                                                               maskData,
+                                                               num_kernels,
+                                                               imgSizeH,
+                                                               imgSizeW,
+                                                               outputH,
+                                                               outputW,
+                                                               inputGradData);
+  CHECK_SYNC("hl_upsample_backward failed");
+}
diff --git a/paddle/gserver/layers/UpsampleLayer.cpp b/paddle/gserver/layers/UpsampleLayer.cpp
new file mode 100644
index 0000000000..300bb82d68
--- /dev/null
+++ b/paddle/gserver/layers/UpsampleLayer.cpp
@@ -0,0 +1,107 @@
+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
+
+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 "UpsampleLayer.h"
+#include "iostream"
+
+namespace paddle {
+
+REGISTER_LAYER(upsample, UpsampleLayer);
+
+size_t UpsampleLayer::getOutputSize() {
+  if (upsampleSize_ == 0) {
+    upsampleSize_ = imgSize_ * scale_ - static_cast<int>(padOutX_);
+    upsampleSizeY_ = imgSizeY_ * scaleY_ - static_cast<int>(padOutY_);
+  }
+  return upsampleSize_ * upsampleSizeY_ * channels_;
+}
+
+bool UpsampleLayer::init(const LayerMap& layerMap,
+                         const ParameterMap& parameterMap) {
+  Layer::init(layerMap, parameterMap);
+  CHECK_EQ(inputLayers_.size(), 2U);
+  CHECK_EQ(config_.inputs_size(), 2);
+  const auto& conf = config_.inputs(0).upsample_conf();
+  const auto& img_conf = conf.image_conf();
+
+  imgSizeY_ =
+      img_conf.has_img_size_y() ? img_conf.img_size_y() : img_conf.img_size();
+  imgSize_ = img_conf.img_size();
+  channels_ = img_conf.channels();
+
+  CHECK((conf.has_upsample_size()) || (conf.has_scale()))
+      << "scale or upsample_size is required.";
+
+  if (conf.has_upsample_size()) {
+    upsampleSize_ = conf.upsample_size();
+    upsampleSizeY_ = upsampleSize_;
+    if (conf.has_upsample_size_y()) {
+      upsampleSizeY_ = conf.upsample_size_y();
+    }
+  } else {
+    if (!conf.has_scale_y()) {
+      scale_ = scaleY_ = conf.scale_y();
+      CHECK_GT(static_cast<int>(scale_), 1);
+    } else {
+      scale_ = conf.scale();
+      scaleY_ = conf.scale_y();
+    }
+    padOutX_ = conf.pad_out_x();
+    padOutY_ = conf.pad_out_y();
+    CHECK(!padOutX_ || scale_ == 2)
+        << "Output height padding compensation requires scale_ == 2";
+    CHECK(!padOutY_ || scaleY_ == 2)
+        << "Output width padding compensation requires scaleY_ == 2";
+    upsampleSize_ = upsampleSizeY_ = 0;
+  }
+  return true;
+}
+
+void UpsampleLayer::forward(PassType passType) {
+  Layer::forward(passType);
+
+  MatrixPtr input = getInputValue(0);
+  MatrixPtr mask = inputLayers_[1]->getOutput("mask").value;
+
+  size_t batchSize = input->getHeight();
+  size_t outSize = getOutputSize();
+
+  CHECK_EQ(input->getWidth(), mask->getWidth());
+  CHECK_EQ(mask->getHeight(), batchSize);
+  resetOutput(batchSize, outSize);
+
+  MatrixPtr output = getOutputValue();
+  output->upsampleForward(*input,
+                          *mask,
+                          imgSize_,
+                          imgSizeY_,
+                          channels_,
+                          upsampleSize_,
+                          upsampleSizeY_);
+}
+
+void UpsampleLayer::backward(const UpdateCallback& callback) {
+  MatrixPtr mask = inputLayers_[1]->getOutput("mask").value;
+  MatrixPtr inputGrad = getInputGrad(0);
+  MatrixPtr outputGrad = getOutputGrad();
+  inputGrad->upsampleBackward(*outputGrad,
+                              *mask,
+                              imgSize_,
+                              imgSizeY_,
+                              channels_,
+                              upsampleSize_,
+                              upsampleSizeY_);
+}
+
+}  // namespace paddle
diff --git a/paddle/gserver/layers/UpsampleLayer.h b/paddle/gserver/layers/UpsampleLayer.h
new file mode 100644
index 0000000000..2ae9363439
--- /dev/null
+++ b/paddle/gserver/layers/UpsampleLayer.h
@@ -0,0 +1,54 @@
+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
+
+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 <vector>
+#include "Layer.h"
+#include "paddle/math/Matrix.h"
+#include "paddle/utils/Logging.h"
+#include "paddle/utils/Stat.h"
+
+namespace paddle {
+
+/**
+ * This layer transpose the pooling process.
+ * It takes two input, the first input is the input data, and
+ * the second is the mask data from the max-pool-with-mask layer.
+ *
+ */
+
+class UpsampleLayer : public Layer {
+public:
+  explicit UpsampleLayer(const LayerConfig& config) : Layer(config) {}
+
+  ~UpsampleLayer() {}
+
+  bool init(const LayerMap& layerMap,
+            const ParameterMap& parameterMap) override;
+
+  void forward(PassType passType) override;
+  void backward(const UpdateCallback& callback) override;
+
+  size_t getOutputSize();
+
+protected:
+  size_t scale_, scaleY_;
+  size_t upsampleSize_, upsampleSizeY_;
+  size_t padOutX_, padOutY_;
+  size_t imgSize_, imgSizeY_;
+  size_t channels_;
+};
+
+}  // namespace paddle
diff --git a/paddle/math/Matrix.cpp b/paddle/math/Matrix.cpp
index 88e9180690..1f6458a288 100644
--- a/paddle/math/Matrix.cpp
+++ b/paddle/math/Matrix.cpp
@@ -1023,6 +1023,64 @@ void GpuMatrix::check(std::ostream& os, Matrix& refMat, bool printDiff) {
   LOG(INFO) << "the  diffCnt is " << diffCnt;
 }
 
+void GpuMatrix::upsampleForward(Matrix& input,
+                    Matrix& mask,
+                    size_t imgSizeH,
+                    size_t imgSizeW,
+                    size_t channels,
+                    size_t outputH,
+                    size_t outputW) {
+    CHECK(input.useGpu_ == true) << "Matrix type are not equal";
+    CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
+
+    real *inputData = input.getData();
+    real *maskData = mask.getData();
+    real *outData = data_;
+
+    size_t batch = input.getHeight();
+
+    CHECK(imgSizeH * imgSizeW * channels == input.getWidth());
+    CHECK(imgSizeH * imgSizeW * channels == mask.getWidth());
+    CHECK_EQ(batch, this->getHeight());
+    CHECK(width_ == outputH * outputW * channels);
+    hl_upsample_forward(inputData, maskData,
+                        batch,
+                        imgSizeH,
+                        imgSizeW,
+                        channels,
+                        outputH,
+                        outputW,
+                        outData);
+}
+
+void GpuMatrix::upsampleBackward(Matrix& outputGrad,
+                    Matrix& mask,
+                    size_t imgSizeH,
+                    size_t imgSizeW,
+                    size_t channels,
+                    size_t outputH,
+                    size_t outputW) {
+    CHECK(outputGrad.useGpu_ == true) << "Matrix type are not equal";
+    CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
+
+    real *outputGradData = outputGrad.getData();
+    real *maskData = mask.getData();
+    real *inputGradData = data_;
+    size_t batch = outputGrad.getHeight();
+
+    CHECK(imgSizeH * imgSizeW == this->getWidth()/channels);
+    CHECK_EQ(batch, this->getHeight());
+    CHECK_EQ(channels * outputH * outputW, outputGrad.getWidth());
+    hl_upsample_backward(outputGradData, maskData,
+                        batch,
+                        imgSizeH,
+                        imgSizeW,
+                        channels,
+                        outputH,
+                        outputW,
+                        inputGradData);
+}
+
 void GpuMatrix::maxPoolForward(Matrix& inputMat,
                                size_t imgSizeH,
                                size_t imgSizeW,
@@ -1981,6 +2039,74 @@ void CpuMatrix::inverse(MatrixPtr& matInv, bool memAlloc) {
   CHECK_EQ(info, 0);
 }
 
+void CpuMatrix::upsampleForward(Matrix& input,
+                    Matrix& mask,
+                    size_t imgSizeH,
+                    size_t imgSizeW,
+                    size_t channels,
+                    size_t outputH,
+                    size_t outputW) {
+    real *inputData = input.getData();
+    real *maskData = mask.getData();
+    real *outData = data_;
+    size_t inLength = imgSizeH * imgSizeW;
+    size_t outLength = outputH * outputW;
+    size_t batch = input.getHeight();
+    CHECK(inLength == input.getWidth() / channels);
+    CHECK_EQ(batch, this->getHeight());
+    CHECK_EQ(channels * outLength, this->getWidth());
+
+    for (size_t k = 0; k < batch; k++) {
+        for (size_t c = 0; c < channels; c++) {
+            for (size_t i = 0; i < inLength; i++) {
+                size_t out_index = static_cast<int>(maskData[i]);
+                if (out_index >= outLength) {
+                    LOG(FATAL) << "upsample index " << out_index
+                        << " out of range.";
+                }
+                outData[out_index] = inputData[i];
+            }
+            inputData += inLength;
+            maskData += inLength;
+            outData += outLength;
+        }
+    }
+}
+
+void CpuMatrix::upsampleBackward(Matrix& outputGrad,
+                    Matrix& mask,
+                    size_t imgSizeH,
+                    size_t imgSizeW,
+                    size_t channels,
+                    size_t outputH,
+                    size_t outputW) {
+    real *outputGradData = outputGrad.getData();
+    real *maskData = mask.getData();
+    real *inputGradData = data_;
+    size_t inLength = imgSizeH * imgSizeW;
+    size_t outLength = outputH * outputW;
+    size_t batch = outputGrad.getHeight();
+    CHECK(inLength == this->getWidth()/channels);
+    CHECK_EQ(batch, this->getHeight());
+    CHECK_EQ(channels * outLength, outputGrad.getWidth());
+
+    for (size_t k = 0; k < batch; k++) {
+        for (size_t c = 0; c < channels; c++) {
+            for (size_t i = 0; i < inLength; i++) {
+                size_t out_index = static_cast<int>(maskData[i]);
+                if (out_index >= outLength) {
+                    LOG(FATAL) << "upsample index " << out_index
+                        << " out of range.";
+                }
+                inputGradData[i] = outputGradData[out_index];
+            }
+            inputGradData += inLength;
+            maskData += inLength;
+            outputGradData += outLength;
+        }
+    }
+}
+
 void CpuMatrix::maxPoolForward(Matrix& inputMat,
                                size_t imgSizeH,
                                size_t imgSizeW,
diff --git a/paddle/math/Matrix.h b/paddle/math/Matrix.h
index e273f11236..b4fcf05cb2 100644
--- a/paddle/math/Matrix.h
+++ b/paddle/math/Matrix.h
@@ -859,6 +859,26 @@ public:
     LOG(FATAL) << "Not implemented";
   }
 
+  virtual void upsampleForward(Matrix& input,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW) {
+    LOG(FATAL) << "Not implemeted";
+  }
+
+  virtual void upsampleBackward(Matrix& outputGrad,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW) {
+    LOG(FATAL) << "Not implemeted";
+  }
+
   /**
    * Pooling forward operation, pick out the largest element
    * in the sizeX of value, if the maskMatP is not NULL, it will
@@ -1417,6 +1437,22 @@ public:
 
   void classificationError(Matrix& output, IVector& label, size_t topkSize = 1);
 
+  void upsampleForward(Matrix& input,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW);
+
+  void upsampleBackward(Matrix& outputGrad,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW);
+
   void maxPoolForward(Matrix& inputMat,
                       size_t imgSizeH,
                       size_t imgSizeW,
@@ -1689,6 +1725,22 @@ public:
 
   MatrixPtr clone(size_t height, size_t width, bool useGpu = false);
 
+  void upsampleForward(Matrix& input,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW);
+
+  void upsampleBackward(Matrix& outputGrad,
+                              Matrix& mask,
+                              size_t imgSizeH,
+                              size_t imgSizeW,
+                              size_t channels,
+                              size_t outputH,
+                              size_t outputW);
+
   void maxPoolForward(Matrix& inputMat,
                       size_t imgSizeH,
                       size_t imgSizeW,
diff --git a/proto/ModelConfig.proto b/proto/ModelConfig.proto
index 2c2cc62459..2cff25d095 100644
--- a/proto/ModelConfig.proto
+++ b/proto/ModelConfig.proto
@@ -321,6 +321,16 @@ message ClipConfig {
   required double max = 2;
 }
 
+message UpsampleConfig {
+  required ImageConfig image_conf = 1;
+  optional uint32 scale = 2 [ default = 2 ];
+  optional uint32 scale_y = 3 [ default = 2 ];
+  optional bool pad_out_x = 4 [ default = false ];
+  optional bool pad_out_y = 5 [ default = false ];
+  optional uint32 upsample_size = 6;
+  optional uint32 upsample_size_y = 7;
+}
+
 message ROIPoolConfig {
   required uint32 pooled_width = 1;
   required uint32 pooled_height = 2;
@@ -357,6 +367,7 @@ message LayerInputConfig {
   optional ClipConfig clip_conf = 18;
   optional ScaleSubRegionConfig scale_sub_region_conf = 19;
   optional ROIPoolConfig roi_pool_conf = 20;
+  optional UpsampleConfig upsample_conf = 21;
 }
 
 message LayerConfig {
diff --git a/python/paddle/trainer/config_parser.py b/python/paddle/trainer/config_parser.py
index 5bd68e211a..067ca21d32 100644
--- a/python/paddle/trainer/config_parser.py
+++ b/python/paddle/trainer/config_parser.py
@@ -466,6 +466,7 @@ class Input(Cfg):
             maxout=None,
             spp=None,
             pad=None,
+            upsample=None,
             format=None,
             nnz=None,
             is_static=None,
@@ -977,6 +978,11 @@ class Pad(Cfg):
     def __init__(self, channels, pad_c, pad_h, pad_w):
         self.add_keys(locals())
 
+@config_class
+class Upsample(Cfg):
+    def __init__(self, scale, scale_y, pad_out_x, pad_out_y, upsample_size,
+                 upsample_size_y):
+        self.add_keys(locals())
 
 @config_class
 class Norm(Cfg):
@@ -2387,6 +2393,44 @@ class SpatialPyramidPoolLayer(LayerBase):
             output_x = (pow(4, spp_conf.pyramid_height) - 1) / (4 - 1)
             self.set_cnn_layer(name, 1, output_x, spp_conf.image_conf.channels)
 
+@config_layer('upsample')
+class UpsampleLayer(LayerBase):
+    def __init__(self, name, inputs, **xargs):
+        super(UpsampleLayer, self).__init__(
+            name, 'upsample', 0, inputs=inputs, **xargs)
+
+        input_layer = self.get_input_layer(0)
+        image_conf = self.config.inputs[0].upsample_conf.image_conf
+        image_conf.img_size = input_layer.width
+        image_conf.img_size_y = input_layer.height
+        image_conf.channels = input_layer.size / (input_layer.width *
+                                                  input_layer.height)
+
+        upsample = self.inputs[0].upsample
+        output_x = 0 
+        output_y = 0
+        output_size = 0
+        if upsample.scale:
+            self.config.inputs[0].upsample_conf.scale = upsample.scale
+            self.config.inputs[0].upsample_conf.scale_y = upsample.scale_y
+            output_x = input_layer.width * upsample.scale
+            output_y = input_layer.height * upsample.scale_y
+        self.config.inputs[0].upsample_conf.pad_out_x = upsample.pad_out_x
+        self.config.inputs[0].upsample_conf.pad_out_y = upsample.pad_out_y
+        if upsample.upsample_size:
+            self.config.inputs[
+                0].upsample_conf.upsample_size = upsample.upsample_size
+            self.config.inputs[
+                0].upsample_conf.upsample_size_y = upsample.upsample_size_y
+            output_x = upsample.upsample_size
+            output_y = upsample.upsample_size_y
+
+        output_size = image_conf.channels * output_x * output_y
+
+
+        self.set_layer_height_width(output_y, output_x)
+        self.set_layer_depth(input_layer.depth)
+        self.set_layer_size(output_size)
 
 @config_layer('pad')
 class PadLayer(LayerBase):
diff --git a/python/paddle/trainer_config_helpers/layers.py b/python/paddle/trainer_config_helpers/layers.py
index 5de1c18950..95369000bb 100644
--- a/python/paddle/trainer_config_helpers/layers.py
+++ b/python/paddle/trainer_config_helpers/layers.py
@@ -146,6 +146,7 @@ __all__ = [
     'resize_layer',
     'sub_seq_layer',
     'scale_sub_region_layer',
+    'upsample_layer',
 ]
 
 
@@ -163,6 +164,7 @@ class LayerType(object):
     SEQUENCE_RESHAPE = 'seqreshape'
     POOLING_MAX = 'max'
     POOLING_AVG = 'average'
+    UPSAMPLE_LAYER = 'upsample'
     FC_LAYER = 'fc'
     COST = 'cost'
     COSINE_SIM_VEC = 'cos_vm'
@@ -2879,6 +2881,81 @@ def img_pool3d_layer(input,
         num_filters=num_channels,
         size=l.config.size)
 
+@wrap_name_default("upsample")
+@layer_support()
+def upsample_layer(input,
+                   name=None,
+                   scale=None,
+                   scale_y=None,
+                   upsample_size=None,
+                   upsample_size_y=None,
+                   pad_out_x=False,
+                   pad_out_y=False,
+                   layer_attr=None):
+    """
+    The DePooling process.
+    Inputs should be a list of length 2. The first input is a layer,
+    and the second input should be the MaxWithMaskPoolingLayer
+
+    The example usage is:
+
+    ..  code-block:: python
+        pool1 = paddle.v2.layer.img_pool(input=input, pool_size=2, stride=2,
+                                        pool_type=paddle.pooling.MaxWithMask())
+        upsample = paddle.v2.layer.upsample(input=[layer1, pool1])
+
+    :param name: The name of this layer. It is optional.
+    :type name: basestring
+    :param input: contains an input layer and a MaxWithMaskPoolingLayer
+    :type input: list | tuple | collections.Sequence
+    :param scale: outputSize =  scale * inputSize
+    :type scale: int | list | tuple | .
+    :param scale_y: scale_y will be equal to scale, if it's value is None, 
+    :type scale: int | None. 
+    :param upsample_size: specify the outputSize.
+    :type upsample_size: int | list | tuple.
+    :param upsample_size_y: specify the y dimension outputSize.
+    :type upsample_size_y: int.
+    :param pad_out_x: specify exact x dimension size. This parameter only works when scale is 2
+    :type pad_out_x: bool.
+    :param pad_out_y: specify exact y dimension size. This parameter only works when scale is 2
+    :type pad_out_y: bool.
+    :param layer_attr: Extra Layer Attribute.
+    :type layer_attr: ExtraLayerAttribute
+    :return: LayerOutput object.
+    :rtype: LayerOutput
+    """
+
+    assert (scale is not None) or (upsample_size is not None), \
+            'scale or upsample_size, there must be one to be designated'
+
+    assert len(input) == 2, 'layer input size must be 2'
+    assert input[1].layer_type == LayerType.POOL_LAYER, \
+            'the second input should be the MaxPoolWithMaskLayer'
+
+    scale_y = scale \
+            if scale is not None else scale_y
+    upsample_size_y = upsample_size  \
+            if upsample_size is not None else upsample_size_y
+
+    layer_type = LayerType.UPSAMPLE_LAYER
+
+    layer = Layer(
+        name=name,
+        type=layer_type,
+        inputs=[
+            Input(
+                input[0].name,
+                upsample=Upsample(scale, scale_y, pad_out_x, pad_out_y,
+                                  upsample_size, upsample_size_y)),
+            Input(input[1].name)
+        ],
+        **ExtraLayerAttribute.to_kwargs(layer_attr))
+
+    sz = layer.config.size
+
+    return LayerOutput(name, layer_type=layer_type, parents=input, size=sz)
+
 
 @wrap_name_default("spp")
 @layer_support()

From 6da00da7b5b2449d6668a84728708e43ec030433 Mon Sep 17 00:00:00 2001
From: xzl <zlx_hg@163.com>
Date: Mon, 20 Nov 2017 11:58:42 +0800
Subject: [PATCH 02/79] code format check

---
 paddle/cuda/include/hl_cnn.h                  |  34 +--
 paddle/cuda/include/stub/hl_cnn_stub.h        |  36 +--
 paddle/gserver/layers/UpsampleLayer.cpp       |   1 +
 paddle/gserver/layers/UpsampleLayer.h         |   1 -
 paddle/math/Matrix.cpp                        | 220 +++++++++---------
 paddle/math/Matrix.h                          |  72 +++---
 python/paddle/trainer/config_parser.py        |   8 +-
 .../paddle/trainer_config_helpers/layers.py   |   2 +
 8 files changed, 192 insertions(+), 182 deletions(-)

diff --git a/paddle/cuda/include/hl_cnn.h b/paddle/cuda/include/hl_cnn.h
index c8dd3eb91e..8d0822471b 100644
--- a/paddle/cuda/include/hl_cnn.h
+++ b/paddle/cuda/include/hl_cnn.h
@@ -378,14 +378,15 @@ extern void hl_maxout_backward(real* inGrad,
  * @param[in]   outputW     the output widht.
  * @param[out]  outputData  output data.
  */
-extern void hl_upsample_forward(real *inputData, real *maskData,
-                        size_t batchSize,
-                        size_t imgSizeH,
-                        size_t imgSizeW,
-                        size_t channels,
-                        size_t outputH,
-                        size_t outputW,
-                        real *outputData);
+extern void hl_upsample_forward(real* inputData,
+                                real* maskData,
+                                size_t batchSize,
+                                size_t imgSizeH,
+                                size_t imgSizeW,
+                                size_t channels,
+                                size_t outputH,
+                                size_t outputW,
+                                real* outputData);
 
 /**
  * @brief   Upsample backward.
@@ -399,13 +400,14 @@ extern void hl_upsample_forward(real *inputData, real *maskData,
  * @param[in]   outputW         the output widht.
  * @param[out]  inputGradData   the input grad data.
  */
-extern void hl_upsample_backward(real *outputGradData, real *maskData,
-                        size_t batchSize,
-                        size_t imgSizeH,
-                        size_t imgSizeW,
-                        size_t channels,
-                        size_t outputH,
-                        size_t outputW,
-                        real *inputGradData);
+extern void hl_upsample_backward(real* outputGradData,
+                                 real* maskData,
+                                 size_t batchSize,
+                                 size_t imgSizeH,
+                                 size_t imgSizeW,
+                                 size_t channels,
+                                 size_t outputH,
+                                 size_t outputW,
+                                 real* inputGradData);
 
 #endif  // HL_CNN_H_
diff --git a/paddle/cuda/include/stub/hl_cnn_stub.h b/paddle/cuda/include/stub/hl_cnn_stub.h
index ef1f67980e..e83db71bb7 100644
--- a/paddle/cuda/include/stub/hl_cnn_stub.h
+++ b/paddle/cuda/include/stub/hl_cnn_stub.h
@@ -222,22 +222,24 @@ inline void hl_maxout_backward(real* inGrad,
                                size_t featLen,
                                size_t group) {}
 
-inline void hl_upsample_forward(real *inputData, real *maskData,
-                        size_t batchSize,
-                        size_t imgSizeH,
-                        size_t imgSizeW,
-                        size_t channels,
-                        size_t outputH,
-                        size_t outputW,
-                        real *outputData) {}
-
-inline void hl_upsample_backward(real *outputGradData, real *maskData,
-                        size_t batchSize,
-                        size_t imgSizeH,
-                        size_t imgSizeW,
-                        size_t channels,
-                        size_t outputH,
-                        size_t outputW,
-                        real *inputGradData) {}
+inline void hl_upsample_forward(real* inputData,
+                                real* maskData,
+                                size_t batchSize,
+                                size_t imgSizeH,
+                                size_t imgSizeW,
+                                size_t channels,
+                                size_t outputH,
+                                size_t outputW,
+                                real* outputData) {}
+
+inline void hl_upsample_backward(real* outputGradData,
+                                 real* maskData,
+                                 size_t batchSize,
+                                 size_t imgSizeH,
+                                 size_t imgSizeW,
+                                 size_t channels,
+                                 size_t outputH,
+                                 size_t outputW,
+                                 real* inputGradData) {}
 
 #endif  // HL_CNN_STUB_H_
diff --git a/paddle/gserver/layers/UpsampleLayer.cpp b/paddle/gserver/layers/UpsampleLayer.cpp
index 300bb82d68..3ff5332e64 100644
--- a/paddle/gserver/layers/UpsampleLayer.cpp
+++ b/paddle/gserver/layers/UpsampleLayer.cpp
@@ -30,6 +30,7 @@ size_t UpsampleLayer::getOutputSize() {
 bool UpsampleLayer::init(const LayerMap& layerMap,
                          const ParameterMap& parameterMap) {
   Layer::init(layerMap, parameterMap);
+
   CHECK_EQ(inputLayers_.size(), 2U);
   CHECK_EQ(config_.inputs_size(), 2);
   const auto& conf = config_.inputs(0).upsample_conf();
diff --git a/paddle/gserver/layers/UpsampleLayer.h b/paddle/gserver/layers/UpsampleLayer.h
index 2ae9363439..25efbac5e9 100644
--- a/paddle/gserver/layers/UpsampleLayer.h
+++ b/paddle/gserver/layers/UpsampleLayer.h
@@ -32,7 +32,6 @@ namespace paddle {
 class UpsampleLayer : public Layer {
 public:
   explicit UpsampleLayer(const LayerConfig& config) : Layer(config) {}
-
   ~UpsampleLayer() {}
 
   bool init(const LayerMap& layerMap,
diff --git a/paddle/math/Matrix.cpp b/paddle/math/Matrix.cpp
index 1f6458a288..ad9a73a2bf 100644
--- a/paddle/math/Matrix.cpp
+++ b/paddle/math/Matrix.cpp
@@ -1024,61 +1024,63 @@ void GpuMatrix::check(std::ostream& os, Matrix& refMat, bool printDiff) {
 }
 
 void GpuMatrix::upsampleForward(Matrix& input,
-                    Matrix& mask,
-                    size_t imgSizeH,
-                    size_t imgSizeW,
-                    size_t channels,
-                    size_t outputH,
-                    size_t outputW) {
-    CHECK(input.useGpu_ == true) << "Matrix type are not equal";
-    CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
-
-    real *inputData = input.getData();
-    real *maskData = mask.getData();
-    real *outData = data_;
-
-    size_t batch = input.getHeight();
-
-    CHECK(imgSizeH * imgSizeW * channels == input.getWidth());
-    CHECK(imgSizeH * imgSizeW * channels == mask.getWidth());
-    CHECK_EQ(batch, this->getHeight());
-    CHECK(width_ == outputH * outputW * channels);
-    hl_upsample_forward(inputData, maskData,
-                        batch,
-                        imgSizeH,
-                        imgSizeW,
-                        channels,
-                        outputH,
-                        outputW,
-                        outData);
+                                Matrix& mask,
+                                size_t imgSizeH,
+                                size_t imgSizeW,
+                                size_t channels,
+                                size_t outputH,
+                                size_t outputW) {
+  CHECK(input.useGpu_ == true) << "Matrix type are not equal";
+  CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
+
+  real* inputData = input.getData();
+  real* maskData = mask.getData();
+  real* outData = data_;
+
+  size_t batch = input.getHeight();
+
+  CHECK(imgSizeH * imgSizeW * channels == input.getWidth());
+  CHECK(imgSizeH * imgSizeW * channels == mask.getWidth());
+  CHECK_EQ(batch, this->getHeight());
+  CHECK(width_ == outputH * outputW * channels);
+  hl_upsample_forward(inputData,
+                      maskData,
+                      batch,
+                      imgSizeH,
+                      imgSizeW,
+                      channels,
+                      outputH,
+                      outputW,
+                      outData);
 }
 
 void GpuMatrix::upsampleBackward(Matrix& outputGrad,
-                    Matrix& mask,
-                    size_t imgSizeH,
-                    size_t imgSizeW,
-                    size_t channels,
-                    size_t outputH,
-                    size_t outputW) {
-    CHECK(outputGrad.useGpu_ == true) << "Matrix type are not equal";
-    CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
-
-    real *outputGradData = outputGrad.getData();
-    real *maskData = mask.getData();
-    real *inputGradData = data_;
-    size_t batch = outputGrad.getHeight();
-
-    CHECK(imgSizeH * imgSizeW == this->getWidth()/channels);
-    CHECK_EQ(batch, this->getHeight());
-    CHECK_EQ(channels * outputH * outputW, outputGrad.getWidth());
-    hl_upsample_backward(outputGradData, maskData,
-                        batch,
-                        imgSizeH,
-                        imgSizeW,
-                        channels,
-                        outputH,
-                        outputW,
-                        inputGradData);
+                                 Matrix& mask,
+                                 size_t imgSizeH,
+                                 size_t imgSizeW,
+                                 size_t channels,
+                                 size_t outputH,
+                                 size_t outputW) {
+  CHECK(outputGrad.useGpu_ == true) << "Matrix type are not equal";
+  CHECK(mask.useGpu_ == true) << "Matrix type are not equal";
+
+  real* outputGradData = outputGrad.getData();
+  real* maskData = mask.getData();
+  real* inputGradData = data_;
+  size_t batch = outputGrad.getHeight();
+
+  CHECK(imgSizeH * imgSizeW == this->getWidth() / channels);
+  CHECK_EQ(batch, this->getHeight());
+  CHECK_EQ(channels * outputH * outputW, outputGrad.getWidth());
+  hl_upsample_backward(outputGradData,
+                       maskData,
+                       batch,
+                       imgSizeH,
+                       imgSizeW,
+                       channels,
+                       outputH,
+                       outputW,
+                       inputGradData);
 }
 
 void GpuMatrix::maxPoolForward(Matrix& inputMat,
@@ -2040,71 +2042,69 @@ void CpuMatrix::inverse(MatrixPtr& matInv, bool memAlloc) {
 }
 
 void CpuMatrix::upsampleForward(Matrix& input,
-                    Matrix& mask,
-                    size_t imgSizeH,
-                    size_t imgSizeW,
-                    size_t channels,
-                    size_t outputH,
-                    size_t outputW) {
-    real *inputData = input.getData();
-    real *maskData = mask.getData();
-    real *outData = data_;
-    size_t inLength = imgSizeH * imgSizeW;
-    size_t outLength = outputH * outputW;
-    size_t batch = input.getHeight();
-    CHECK(inLength == input.getWidth() / channels);
-    CHECK_EQ(batch, this->getHeight());
-    CHECK_EQ(channels * outLength, this->getWidth());
-
-    for (size_t k = 0; k < batch; k++) {
-        for (size_t c = 0; c < channels; c++) {
-            for (size_t i = 0; i < inLength; i++) {
-                size_t out_index = static_cast<int>(maskData[i]);
-                if (out_index >= outLength) {
-                    LOG(FATAL) << "upsample index " << out_index
-                        << " out of range.";
-                }
-                outData[out_index] = inputData[i];
-            }
-            inputData += inLength;
-            maskData += inLength;
-            outData += outLength;
+                                Matrix& mask,
+                                size_t imgSizeH,
+                                size_t imgSizeW,
+                                size_t channels,
+                                size_t outputH,
+                                size_t outputW) {
+  real* inputData = input.getData();
+  real* maskData = mask.getData();
+  real* outData = data_;
+  size_t inLength = imgSizeH * imgSizeW;
+  size_t outLength = outputH * outputW;
+  size_t batch = input.getHeight();
+  CHECK(inLength == input.getWidth() / channels);
+  CHECK_EQ(batch, this->getHeight());
+  CHECK_EQ(channels * outLength, this->getWidth());
+
+  for (size_t k = 0; k < batch; k++) {
+    for (size_t c = 0; c < channels; c++) {
+      for (size_t i = 0; i < inLength; i++) {
+        size_t out_index = static_cast<int>(maskData[i]);
+        if (out_index >= outLength) {
+          LOG(FATAL) << "upsample index " << out_index << " out of range.";
         }
+        outData[out_index] = inputData[i];
+      }
+      inputData += inLength;
+      maskData += inLength;
+      outData += outLength;
     }
+  }
 }
 
 void CpuMatrix::upsampleBackward(Matrix& outputGrad,
-                    Matrix& mask,
-                    size_t imgSizeH,
-                    size_t imgSizeW,
-                    size_t channels,
-                    size_t outputH,
-                    size_t outputW) {
-    real *outputGradData = outputGrad.getData();
-    real *maskData = mask.getData();
-    real *inputGradData = data_;
-    size_t inLength = imgSizeH * imgSizeW;
-    size_t outLength = outputH * outputW;
-    size_t batch = outputGrad.getHeight();
-    CHECK(inLength == this->getWidth()/channels);
-    CHECK_EQ(batch, this->getHeight());
-    CHECK_EQ(channels * outLength, outputGrad.getWidth());
-
-    for (size_t k = 0; k < batch; k++) {
-        for (size_t c = 0; c < channels; c++) {
-            for (size_t i = 0; i < inLength; i++) {
-                size_t out_index = static_cast<int>(maskData[i]);
-                if (out_index >= outLength) {
-                    LOG(FATAL) << "upsample index " << out_index
-                        << " out of range.";
-                }
-                inputGradData[i] = outputGradData[out_index];
-            }
-            inputGradData += inLength;
-            maskData += inLength;
-            outputGradData += outLength;
+                                 Matrix& mask,
+                                 size_t imgSizeH,
+                                 size_t imgSizeW,
+                                 size_t channels,
+                                 size_t outputH,
+                                 size_t outputW) {
+  real* outputGradData = outputGrad.getData();
+  real* maskData = mask.getData();
+  real* inputGradData = data_;
+  size_t inLength = imgSizeH * imgSizeW;
+  size_t outLength = outputH * outputW;
+  size_t batch = outputGrad.getHeight();
+  CHECK(inLength == this->getWidth() / channels);
+  CHECK_EQ(batch, this->getHeight());
+  CHECK_EQ(channels * outLength, outputGrad.getWidth());
+
+  for (size_t k = 0; k < batch; k++) {
+    for (size_t c = 0; c < channels; c++) {
+      for (size_t i = 0; i < inLength; i++) {
+        size_t out_index = static_cast<int>(maskData[i]);
+        if (out_index >= outLength) {
+          LOG(FATAL) << "upsample index " << out_index << " out of range.";
         }
+        inputGradData[i] = outputGradData[out_index];
+      }
+      inputGradData += inLength;
+      maskData += inLength;
+      outputGradData += outLength;
     }
+  }
 }
 
 void CpuMatrix::maxPoolForward(Matrix& inputMat,
diff --git a/paddle/math/Matrix.h b/paddle/math/Matrix.h
index b4fcf05cb2..6e9ea04d66 100644
--- a/paddle/math/Matrix.h
+++ b/paddle/math/Matrix.h
@@ -860,22 +860,22 @@ public:
   }
 
   virtual void upsampleForward(Matrix& input,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW) {
+                               Matrix& mask,
+                               size_t imgSizeH,
+                               size_t imgSizeW,
+                               size_t channels,
+                               size_t outputH,
+                               size_t outputW) {
     LOG(FATAL) << "Not implemeted";
   }
 
   virtual void upsampleBackward(Matrix& outputGrad,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW) {
+                                Matrix& mask,
+                                size_t imgSizeH,
+                                size_t imgSizeW,
+                                size_t channels,
+                                size_t outputH,
+                                size_t outputW) {
     LOG(FATAL) << "Not implemeted";
   }
 
@@ -1438,20 +1438,20 @@ public:
   void classificationError(Matrix& output, IVector& label, size_t topkSize = 1);
 
   void upsampleForward(Matrix& input,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW);
+                       Matrix& mask,
+                       size_t imgSizeH,
+                       size_t imgSizeW,
+                       size_t channels,
+                       size_t outputH,
+                       size_t outputW);
 
   void upsampleBackward(Matrix& outputGrad,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW);
+                        Matrix& mask,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW);
 
   void maxPoolForward(Matrix& inputMat,
                       size_t imgSizeH,
@@ -1726,20 +1726,20 @@ public:
   MatrixPtr clone(size_t height, size_t width, bool useGpu = false);
 
   void upsampleForward(Matrix& input,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW);
+                       Matrix& mask,
+                       size_t imgSizeH,
+                       size_t imgSizeW,
+                       size_t channels,
+                       size_t outputH,
+                       size_t outputW);
 
   void upsampleBackward(Matrix& outputGrad,
-                              Matrix& mask,
-                              size_t imgSizeH,
-                              size_t imgSizeW,
-                              size_t channels,
-                              size_t outputH,
-                              size_t outputW);
+                        Matrix& mask,
+                        size_t imgSizeH,
+                        size_t imgSizeW,
+                        size_t channels,
+                        size_t outputH,
+                        size_t outputW);
 
   void maxPoolForward(Matrix& inputMat,
                       size_t imgSizeH,
diff --git a/python/paddle/trainer/config_parser.py b/python/paddle/trainer/config_parser.py
index 067ca21d32..7563368ad7 100644
--- a/python/paddle/trainer/config_parser.py
+++ b/python/paddle/trainer/config_parser.py
@@ -978,12 +978,14 @@ class Pad(Cfg):
     def __init__(self, channels, pad_c, pad_h, pad_w):
         self.add_keys(locals())
 
+
 @config_class
 class Upsample(Cfg):
     def __init__(self, scale, scale_y, pad_out_x, pad_out_y, upsample_size,
                  upsample_size_y):
         self.add_keys(locals())
 
+
 @config_class
 class Norm(Cfg):
     def __init__(self,
@@ -2393,6 +2395,7 @@ class SpatialPyramidPoolLayer(LayerBase):
             output_x = (pow(4, spp_conf.pyramid_height) - 1) / (4 - 1)
             self.set_cnn_layer(name, 1, output_x, spp_conf.image_conf.channels)
 
+
 @config_layer('upsample')
 class UpsampleLayer(LayerBase):
     def __init__(self, name, inputs, **xargs):
@@ -2407,9 +2410,10 @@ class UpsampleLayer(LayerBase):
                                                   input_layer.height)
 
         upsample = self.inputs[0].upsample
-        output_x = 0 
+        output_x = 0
         output_y = 0
         output_size = 0
+
         if upsample.scale:
             self.config.inputs[0].upsample_conf.scale = upsample.scale
             self.config.inputs[0].upsample_conf.scale_y = upsample.scale_y
@@ -2427,11 +2431,11 @@ class UpsampleLayer(LayerBase):
 
         output_size = image_conf.channels * output_x * output_y
 
-
         self.set_layer_height_width(output_y, output_x)
         self.set_layer_depth(input_layer.depth)
         self.set_layer_size(output_size)
 
+
 @config_layer('pad')
 class PadLayer(LayerBase):
     def __init__(self, name, inputs, **xargs):
diff --git a/python/paddle/trainer_config_helpers/layers.py b/python/paddle/trainer_config_helpers/layers.py
index 95369000bb..1ce603389d 100644
--- a/python/paddle/trainer_config_helpers/layers.py
+++ b/python/paddle/trainer_config_helpers/layers.py
@@ -2881,6 +2881,7 @@ def img_pool3d_layer(input,
         num_filters=num_channels,
         size=l.config.size)
 
+
 @wrap_name_default("upsample")
 @layer_support()
 def upsample_layer(input,
@@ -2930,6 +2931,7 @@ def upsample_layer(input,
             'scale or upsample_size, there must be one to be designated'
 
     assert len(input) == 2, 'layer input size must be 2'
+
     assert input[1].layer_type == LayerType.POOL_LAYER, \
             'the second input should be the MaxPoolWithMaskLayer'
 

From 76941d90b1c38b121d711a6e4455f73dfba8f14f Mon Sep 17 00:00:00 2001
From: xzl <zlx_hg@163.com>
Date: Wed, 13 Dec 2017 16:31:52 +0800
Subject: [PATCH 03/79] add upsample cpu&gpu  forward&backward compare test

---
 paddle/gserver/tests/CMakeLists.txt    |   1 +
 paddle/gserver/tests/test_Upsample.cpp | 152 +++++++++++++++++++++++++
 2 files changed, 153 insertions(+)
 create mode 100644 paddle/gserver/tests/test_Upsample.cpp

diff --git a/paddle/gserver/tests/CMakeLists.txt b/paddle/gserver/tests/CMakeLists.txt
index c295ea19c9..5ef2726764 100644
--- a/paddle/gserver/tests/CMakeLists.txt
+++ b/paddle/gserver/tests/CMakeLists.txt
@@ -28,6 +28,7 @@ gserver_test(test_BatchNorm)
 gserver_test(test_KmaxSeqScore)
 gserver_test(test_Expand)
 gserver_test(test_MaxPoolingWithMaskOutput)
+gserver_test(test_Upsample)
 
 ########## test_MKLDNN layers and activations ##########
 if(WITH_MKLDNN)
diff --git a/paddle/gserver/tests/test_Upsample.cpp b/paddle/gserver/tests/test_Upsample.cpp
new file mode 100644
index 0000000000..9d6fa1d130
--- /dev/null
+++ b/paddle/gserver/tests/test_Upsample.cpp
@@ -0,0 +1,152 @@
+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
+
+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 <gtest/gtest.h>
+#include <string>
+#include <vector>
+
+#include "LayerGradUtil.h"
+#include "paddle/math/MathUtils.h"
+#include "paddle/testing/TestUtil.h"
+
+using namespace paddle;
+
+void setPoolConfig(TestConfig* config,
+                   PoolConfig* pool,
+                   const string& poolType) {
+  (*config).biasSize = 0;
+  (*config).layerConfig.set_type("pool");
+  (*config).layerConfig.set_num_filters(1);
+
+  int kw = 2, kh = 2;
+  int pw = 0, ph = 0;
+  int sw = 2, sh = 2;
+  pool->set_pool_type(poolType);
+  pool->set_channels(2);
+  pool->set_size_x(kw);
+  pool->set_size_y(kh);
+  pool->set_start(0);
+  pool->set_padding(pw);
+  pool->set_padding_y(ph);
+  pool->set_stride(sw);
+  pool->set_stride_y(sh);
+
+  int ow = outputSize(pool->img_size(), kw, pw, sw, /* caffeMode */ false);
+  int oh = outputSize(pool->img_size_y(), kh, ph, sh, /* caffeMode */ false);
+  pool->set_output_x(ow);
+  pool->set_output_y(oh);
+}
+
+LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
+                           const string& poolType,
+                           bool use_gpu,
+                           real* tempGradData) {
+  /* prepare maxPoolWithMaskLayer */
+  TestConfig config;
+  config.inputDefs.push_back({INPUT_DATA, "layer_0", 128, 0});
+  LayerInputConfig* input = config.layerConfig.add_inputs();
+  PoolConfig* pool = input->mutable_pool_conf();
+
+  pool->set_img_size(8);
+  pool->set_img_size_y(8);
+  setPoolConfig(&config, pool, "max-pool-with-mask");
+  config.layerConfig.set_size(pool->output_x() * pool->output_y() *
+                              pool->channels());
+
+  config.layerConfig.set_name("MaxPoolWithMask");
+
+  std::vector<DataLayerPtr> dataLayers;
+  LayerMap layerMap;
+  vector<Argument> datas;
+
+  initDataLayer(config,
+                &dataLayers,
+                &datas,
+                &layerMap,
+                "MaxPoolWithMask",
+                1,
+                false,
+                use_gpu);
+
+  dataLayers[0]->getOutputValue()->copyFrom(*inputMat);
+
+  FLAGS_use_gpu = use_gpu;
+  std::vector<ParameterPtr> parameters;
+  LayerPtr maxPoolingWithMaskOutputLayer;
+  initTestLayer(config, &layerMap, &parameters, &maxPoolingWithMaskOutputLayer);
+  maxPoolingWithMaskOutputLayer->forward(PASS_GC);
+
+  /* prepare the upsample layer */
+  LayerConfig upsampleLayerConfig;
+  upsampleLayerConfig.set_type("upsample");
+  LayerInputConfig* input1 = upsampleLayerConfig.add_inputs();
+  upsampleLayerConfig.add_inputs();
+
+  UpsampleConfig* upsampleConfig = input1->mutable_upsample_conf();
+  upsampleConfig->set_scale(2);
+  ImageConfig* imageConfig = upsampleConfig->mutable_image_conf();
+  imageConfig->set_channels(2);
+  imageConfig->set_img_size(4);
+  imageConfig->set_img_size_y(4);
+  upsampleLayerConfig.set_size(2 * 8 * 8);
+  upsampleLayerConfig.set_name("upsample");
+
+  for (size_t i = 0; i < 2; i++) {
+    LayerInputConfig& inputTemp = *(upsampleLayerConfig.mutable_inputs(i));
+    inputTemp.set_input_layer_name("MaxPoolWithMask");
+  }
+
+  LayerPtr upsampleLayer;
+  ParameterMap parameterMap;
+  upsampleLayer = Layer::create(upsampleLayerConfig);
+  layerMap[upsampleLayerConfig.name()] = upsampleLayer;
+  upsampleLayer->init(layerMap, parameterMap);
+  upsampleLayer->setNeedGradient(true);
+  upsampleLayer->forward(PASS_GC);
+  upsampleLayer->getOutputGrad()->copyFrom(tempGradData, 128);
+  upsampleLayer->backward();
+
+  return upsampleLayer;
+}
+
+TEST(Layer, maxPoolingWithMaskOutputLayerFwd) {
+  bool useGpu = false;
+  MatrixPtr inputMat;
+  MatrixPtr inputGPUMat;
+  MatrixPtr tempGradMat;
+
+  inputMat = Matrix::create(1, 128, false, useGpu);
+  inputMat->randomizeUniform();
+
+  tempGradMat = Matrix::create(1, 128, false, useGpu);
+  tempGradMat->randomizeUniform();
+  real* data = inputMat->getData();
+  real* tempGradData = tempGradMat->getData();
+
+  LayerPtr upsampleLayerCPU =
+      doOneUpsampleTest(inputMat, "max-pool-with-mask", useGpu, tempGradData);
+
+#ifdef PADDLE_WITH_CUDA
+  useGpu = true;
+  inputGPUMat = Matrix::create(1, 128, false, useGpu);
+  inputGPUMat->copyFrom(data, 128);
+  LayerPtr upsampleLayerGPU = doOneUpsampleTest(
+      inputGPUMat, "max-pool-with-mask", useGpu, tempGradData);
+  checkMatrixEqual(upsampleLayerCPU->getOutput("").value,
+                   upsampleLayerGPU->getOutput("").value);
+
+  checkMatrixEqual(upsampleLayerCPU->getPrev(0)->getOutputGrad(),
+                   upsampleLayerGPU->getPrev(0)->getOutputGrad());
+#endif
+}

From 1ab4fcb5e705c5e03c0fea3fbca3c00b5e67ff85 Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Mon, 26 Mar 2018 19:55:46 +0800
Subject: [PATCH 04/79] prepare pserver executor

---
 paddle/fluid/framework/executor.cc           | 15 +++++++++++++
 paddle/fluid/framework/executor.h            |  3 +++
 paddle/fluid/operators/listen_and_serv_op.cc | 22 ++++++++++++--------
 3 files changed, 31 insertions(+), 9 deletions(-)

diff --git a/paddle/fluid/framework/executor.cc b/paddle/fluid/framework/executor.cc
index 0b171e1dcf..5279eb42cd 100644
--- a/paddle/fluid/framework/executor.cc
+++ b/paddle/fluid/framework/executor.cc
@@ -279,6 +279,21 @@ std::unique_ptr<ExecutorPrepareContext> Executor::Prepare(
   return std::unique_ptr<ExecutorPrepareContext>(ctx);
 }
 
+std::vector<std::shared_ptr<ExecutorPrepareContext>> Prepare(
+    const ProgramDesc& program, const std::vector<int>& block_ids) {
+  std::vector<std::shared_ptr<ExecutorPrepareContext>> result;
+  for (auto& bid : block_ids) {
+    auto* ctx = new ExecutorPrepareContext(program, bid);
+    PADDLE_ENFORCE_LT(static_cast<size_t>(bid), program.Size());
+    auto& block = program.Block(bid);
+    for (auto& op_desc : block.AllOps()) {
+      ctx->ops_.push_back(OpRegistry::CreateOp(*op_desc));
+    }
+    result.push_back(std::shared_ptr<ExecutorPrepareContext>(ctx));
+  }
+  return result;
+}
+
 void Executor::RunPreparedContext(ExecutorPrepareContext* ctx, Scope* scope,
                                   bool create_local_scope, bool create_vars) {
   auto& block = ctx->prog_.Block(ctx->block_id_);
diff --git a/paddle/fluid/framework/executor.h b/paddle/fluid/framework/executor.h
index d8dd82469a..756f3c7e5a 100644
--- a/paddle/fluid/framework/executor.h
+++ b/paddle/fluid/framework/executor.h
@@ -60,6 +60,9 @@ class Executor {
   static std::unique_ptr<ExecutorPrepareContext> Prepare(
       const ProgramDesc& program, int block_id);
 
+  static std::vector<std::shared_ptr<ExecutorPrepareContext>> Prepare(
+      const ProgramDesc& program, const std::vector<int>& block_ids);
+
   void RunPreparedContext(ExecutorPrepareContext* ctx, Scope* scope,
                           bool create_local_scope = true,
                           bool create_vars = true);
diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index 08b83375dd..6bae993f61 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -93,6 +93,10 @@ class ListenAndServOp : public framework::OperatorBase {
                       "server program should have at least 2 blocks");
 
     framework::Executor executor(dev_place);
+    std::vector<int> block_list;
+    for (int blkid = 1; blkid < num_blocks; ++blkid)
+      block_list.push_back(blkid);
+    auto prepared = executor.Prepare(*program, block_list);
 
     // TODO(typhoonzero): change this to a while_op for every cluster-batch.
     bool exit_flag = false;
@@ -143,11 +147,12 @@ class ListenAndServOp : public framework::OperatorBase {
       std::vector<std::future<void>> fs;
       // block0 contains only listen_and_serv op, start run from block1.
       for (int blkid = 1; blkid < num_blocks - 1; ++blkid) {
-        fs.push_back(
-            framework::Async([&executor, &program, &recv_scope, blkid]() {
+        fs.push_back(framework::Async(
+            [&executor, &program, &recv_scope, &prepared, blkid]() {
               int run_block = blkid;  // thread local
               try {
-                executor.Run(*program, &recv_scope, run_block, false, false);
+                executor.RunPreparedContext(prepared[run_block].get(),
+                                            &recv_scope, false, false);
               } catch (std::exception &e) {
                 LOG(ERROR) << "run sub program error " << e.what();
               }
@@ -157,7 +162,9 @@ class ListenAndServOp : public framework::OperatorBase {
       // Run global block at final step, or block1 if there are only 2 blocks
       if (num_blocks >= 2) {
         try {
-          executor.Run(*program, &recv_scope, num_blocks - 1, false, false);
+          // executor.Run(program, &recv_scope, num_blocks - 1, false, false);
+          executor.RunPreparedContext(prepared[num_blocks - 1].get(),
+                                      &recv_scope, false, false);
         } catch (std::exception &e) {
           LOG(ERROR) << "run sub program error " << e.what();
         }
@@ -172,14 +179,11 @@ class ListenAndServOp : public framework::OperatorBase {
         var->GetMutable<framework::SelectedRows>()->mutable_rows()->clear();
       }
       rpc_service_->SetCond(1);
-      // FIXME(typhoonzero): use another condition to sync wait clients get.
+      // NOTE: does not consider barrier request retry in here, we may use
+      // global barrier id to resolve this.
       rpc_service_->WaitClientGet(fan_in);
       sparse_vars.clear();
     }  // while(true)
-
-    // for (int i = 0; i < num_blocks; ++i) {
-    //   delete blk_ctx_list[i];
-    // }
   }
 
  protected:

From 18eb77303d24a53f0d8312385527d4e9c3a674a3 Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Mon, 26 Mar 2018 19:12:05 +0800
Subject: [PATCH 05/79] add CUDAPinnedPlace

---
 paddle/fluid/framework/tensor.h               | 29 +++----
 paddle/fluid/framework/tensor_impl.h          | 23 ++---
 .../fluid/memory/detail/system_allocator.cc   | 16 ++--
 paddle/fluid/memory/detail/system_allocator.h |  4 +-
 paddle/fluid/memory/memory.cc                 | 85 ++++++++++---------
 paddle/fluid/memory/memory.h                  |  1 +
 paddle/fluid/platform/device_context.h        | 12 +++
 paddle/fluid/platform/place.cc                | 11 ++-
 paddle/fluid/platform/place.h                 | 30 ++++++-
 9 files changed, 125 insertions(+), 86 deletions(-)

diff --git a/paddle/fluid/framework/tensor.h b/paddle/fluid/framework/tensor.h
index f7a6b5ba84..6eb678e301 100644
--- a/paddle/fluid/framework/tensor.h
+++ b/paddle/fluid/framework/tensor.h
@@ -45,11 +45,10 @@ class Tensor {
   friend struct EigenVector;
 
  public:
-  Tensor() : offset_(0), is_pinned_(false) {}
+  Tensor() : offset_(0) {}
 
   /*! Constructor with place should only be used in pybind. */
-  explicit Tensor(const platform::Place& place)
-      : offset_(0), is_pinned_(false) {
+  explicit Tensor(const platform::Place& place) : offset_(0) {
     holder_->set_place(place);
   }
 
@@ -70,12 +69,11 @@ class Tensor {
    * @note    If not exist, then allocation.
    */
   template <typename T>
-  inline T* mutable_data(platform::Place place, bool is_pinned = false);
+  inline T* mutable_data(platform::Place place);
 
-  inline void* mutable_data(platform::Place place, std::type_index type,
-                            bool is_pinned = false);
+  inline void* mutable_data(platform::Place place, std::type_index type);
 
-  inline void* mutable_data(platform::Place place, bool is_pinned = false);
+  inline void* mutable_data(platform::Place place);
 
   /**
    * @brief     Return a pointer to mutable memory block.
@@ -86,8 +84,7 @@ class Tensor {
    * @note      If not exist, then allocation.
    */
   template <typename T>
-  inline T* mutable_data(DDim dims, platform::Place place,
-                         bool is_pinned = false);
+  inline T* mutable_data(DDim dims, platform::Place place);
 
   /*! Return the dimensions of the memory block. */
   inline const DDim& dims() const;
@@ -152,14 +149,12 @@ class Tensor {
 
   template <typename Place>
   struct PlaceholderImpl : public Placeholder {
-    PlaceholderImpl(Place place, size_t size, std::type_index type,
-                    bool is_pinned = false)
-        : ptr_(static_cast<uint8_t*>(memory::Alloc(place, size, is_pinned)),
-               memory::PODDeleter<uint8_t, Place>(place, is_pinned)),
+    PlaceholderImpl(Place place, size_t size, std::type_index type)
+        : ptr_(static_cast<uint8_t*>(memory::Alloc(place, size)),
+               memory::PODDeleter<uint8_t, Place>(place)),
           place_(place),
           size_(size),
-          type_(type),
-          is_pinned_(is_pinned) {
+          type_(type) {
       PADDLE_ENFORCE_NOT_NULL(ptr_, "Insufficient %s memory to allocation.",
                               (is_cpu_place(place_) ? "CPU" : "GPU"));
     }
@@ -182,9 +177,6 @@ class Tensor {
 
     /* the current type of memory */
     std::type_index type_;
-
-    /*! use pinned memory or not. */
-    bool is_pinned_;
   };
 
   /*! holds the memory block if allocated. */
@@ -219,7 +211,6 @@ class Tensor {
    *          PlaceHolder::ptr_ and where the tensor data really begins.
    */
   size_t offset_;
-  bool is_pinned_;
 };
 
 inline void Tensor::switch_place(platform::Place new_place) {
diff --git a/paddle/fluid/framework/tensor_impl.h b/paddle/fluid/framework/tensor_impl.h
index 113814971e..7a48390440 100644
--- a/paddle/fluid/framework/tensor_impl.h
+++ b/paddle/fluid/framework/tensor_impl.h
@@ -101,21 +101,19 @@ inline T* Tensor::data() {
 }
 
 template <typename T>
-inline T* Tensor::mutable_data(DDim dims, platform::Place place,
-                               bool is_pinned) {
+inline T* Tensor::mutable_data(DDim dims, platform::Place place) {
   static_assert(std::is_pod<T>::value, "T must be POD");
   Resize(dims);
-  return mutable_data<T>(place, is_pinned);
+  return mutable_data<T>(place);
 }
 
 template <typename T>
-inline T* Tensor::mutable_data(platform::Place place, bool is_pinned) {
+inline T* Tensor::mutable_data(platform::Place place) {
   static_assert(std::is_pod<T>::value, "T must be POD");
-  return reinterpret_cast<T*>(mutable_data(place, typeid(T), is_pinned));
+  return reinterpret_cast<T*>(mutable_data(place, typeid(T)));
 }
 
-inline void* Tensor::mutable_data(platform::Place place, std::type_index type,
-                                  bool is_pinned) {
+inline void* Tensor::mutable_data(platform::Place place, std::type_index type) {
   if (holder_ != nullptr) {
     holder_->set_type(type);
   }
@@ -129,27 +127,26 @@ inline void* Tensor::mutable_data(platform::Place place, std::type_index type,
       holder_->size() < size + offset_) {
     if (platform::is_cpu_place(place)) {
       holder_.reset(new PlaceholderImpl<platform::CPUPlace>(
-          boost::get<platform::CPUPlace>(place), size, type, is_pinned));
+          boost::get<platform::CPUPlace>(place), size, type));
     } else if (platform::is_gpu_place(place)) {
 #ifndef PADDLE_WITH_CUDA
       PADDLE_THROW("'CUDAPlace' is not supported in CPU only device.");
     }
 #else
       holder_.reset(new PlaceholderImpl<platform::CUDAPlace>(
-          boost::get<platform::CUDAPlace>(place), size, type, is_pinned));
+          boost::get<platform::CUDAPlace>(place), size, type));
     }
 #endif
     offset_ = 0;
-    is_pinned_ = is_pinned;
   }
   return reinterpret_cast<void*>(reinterpret_cast<uintptr_t>(holder_->ptr()) +
                                  offset_);
 }
 
-inline void* Tensor::mutable_data(platform::Place place, bool is_pinned) {
+inline void* Tensor::mutable_data(platform::Place place) {
   PADDLE_ENFORCE(this->holder_ != nullptr,
                  "Cannot invoke mutable data if current hold nothing");
-  return mutable_data(place, holder_->type(), is_pinned);
+  return mutable_data(place, holder_->type());
 }
 
 inline Tensor& Tensor::ShareDataWith(const Tensor& src) {
@@ -191,8 +188,6 @@ inline const DDim& Tensor::dims() const { return dims_; }
 
 inline int64_t Tensor::numel() const { return product(dims_); }
 
-inline bool Tensor::isPinned() const { return is_pinned_; }
-
 inline Tensor ReshapeToMatrix(const Tensor& src, int num_col_dims) {
   Tensor res;
   res.ShareDataWith(src);
diff --git a/paddle/fluid/memory/detail/system_allocator.cc b/paddle/fluid/memory/detail/system_allocator.cc
index 71d28dcbad..d20c5c8682 100644
--- a/paddle/fluid/memory/detail/system_allocator.cc
+++ b/paddle/fluid/memory/detail/system_allocator.cc
@@ -123,20 +123,20 @@ bool GPUAllocator::UseGpu() const { return true; }
 // memory. It’s locked to a physical address.
 void* CUDAPinnedAllocator::Alloc(size_t& index, size_t size) {
   if (size <= 0) return nullptr;
-  void* p;
-  // NOTE: here, we use GpuMaxAllocSize() as the maximum memory size
+
+  // NOTE: here, we use CpuMaxAllocSize()/2 as the maximum memory size
   // of host pinned allocation. Allocates too much would reduce
   // the amount of memory available to the underlying system for paging.
-
-  size_t usable = paddle::platform::GpuMaxAllocSize() - fallback_alloc_size_;
+  size_t usable = CpuMaxAllocSize() / 2 - cuda_pinnd_alloc_size_;
 
   if (size > usable) return nullptr;
 
   // PINNED memory is visible to all CUDA contexts.
   cudaError_t result = cudaMallocHost(&p, size);
+
   if (result == cudaSuccess) {
-    index = 1;
-    fallback_alloc_size_ += size;
+    index = 1;  // PINNED memory
+    cuda_pinnd_alloc_size_ += size;
     return p;
   }
 
@@ -147,8 +147,8 @@ void CUDAPinnedAllocator::Free(void* p, size_t size, size_t index) {
   cudaError_t err;
   PADDLE_ASSERT(index == 1);
 
-  PADDLE_ASSERT(fallback_alloc_size_ >= size);
-  fallback_alloc_size_ -= size;
+  PADDLE_ASSERT(cuda_pinnd_alloc_size_ >= size);
+  cuda_pinnd_alloc_size_ -= size;
   err = cudaFreeHost(p);
 
   // Purposefully allow cudaErrorCudartUnloading, because
diff --git a/paddle/fluid/memory/detail/system_allocator.h b/paddle/fluid/memory/detail/system_allocator.h
index 3e024125fa..c2f474f4b6 100644
--- a/paddle/fluid/memory/detail/system_allocator.h
+++ b/paddle/fluid/memory/detail/system_allocator.h
@@ -59,9 +59,7 @@ class CUDAPinnedAllocator : public SystemAllocator {
   virtual bool UseGpu() const;
 
  private:
-  size_t gpu_alloc_size_ =
-      0;  // TODO(zcd): how to define the upper limit of CUDAPinnedMemory?
-  size_t fallback_alloc_size_ = 0;
+  size_t cuda_pinnd_alloc_size_ = 0;
 };
 #endif
 
diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index f2d5f250bf..6da9f00656 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -38,8 +38,7 @@ BuddyAllocator* GetCPUBuddyAllocator() {
 }
 
 template <>
-void* Alloc<platform::CPUPlace>(platform::CPUPlace place, size_t size,
-                                bool is_pinned) {
+void* Alloc<platform::CPUPlace>(platform::CPUPlace place, size_t size) {
   VLOG(10) << "Allocate " << size << " bytes on " << platform::Place(place);
   void* p = GetCPUBuddyAllocator()->Alloc(size);
   VLOG(10) << "  pointer=" << p;
@@ -47,8 +46,7 @@ void* Alloc<platform::CPUPlace>(platform::CPUPlace place, size_t size,
 }
 
 template <>
-void Free<platform::CPUPlace>(platform::CPUPlace place, void* p,
-                              bool is_pinned) {
+void Free<platform::CPUPlace>(platform::CPUPlace place, void* p) {
   VLOG(10) << "Free pointer=" << p << " on " << platform::Place(place);
   GetCPUBuddyAllocator()->Free(p);
 }
@@ -85,27 +83,13 @@ BuddyAllocator* GetGPUBuddyAllocator(int gpu_id) {
 }
 
 BuddyAllocator* GetCUDAPinnedBuddyAllocator(int gpu_id) {
-  static BuddyAllocator** as = NULL;
+  static BuddyAllocator* as = NULL;
   if (as == NULL) {
-    int gpu_num = platform::GetCUDADeviceCount();
-    as = new BuddyAllocator*[gpu_num];
-    for (int gpu = 0; gpu < gpu_num; gpu++) {
-      as[gpu] = nullptr;
-    }
-  }
-  platform::SetDeviceId(gpu_id);
-  if (!as[gpu_id]) {
-    as[gpu_id] = new BuddyAllocator(new detail::CUDAPinnedAllocator,
-                                    platform::GpuMinChunkSize(),
-                                    platform::GpuMaxChunkSize());
-    VLOG(10) << "\n\nNOTE: each GPU device use "
-             << FLAGS_fraction_of_gpu_memory_to_use * 100
-             << "% of GPU memory.\n"
-             << "You can set GFlags environment variable '"
-             << "FLAGS_fraction_of_gpu_memory_to_use"
-             << "' to change the fraction of GPU usage.\n\n";
+    as = new BuddyAllocator(new detail::CUDAPinnedAllocator,
+                            platform::CpuMinChunkSize(),
+                            platform::CpuMaxChunkSize());
   }
-  return as[gpu_id];
+  return as;
 }
 
 template <>
@@ -114,16 +98,9 @@ size_t Used<platform::CUDAPlace>(platform::CUDAPlace place) {
 }
 
 template <>
-void* Alloc<platform::CUDAPlace>(platform::CUDAPlace place, size_t size,
-                                 bool is_pinned) {
-  void* ptr;
-  if (is_pinned) {
-    auto* buddy_allocator = GetCUDAPinnedBuddyAllocator(place.device);
-    ptr = buddy_allocator->Alloc(size);
-  } else {
-    auto* buddy_allocator = GetGPUBuddyAllocator(place.device);
-    ptr = buddy_allocator->Alloc(size);
-  }
+void* Alloc<platform::CUDAPlace>(platform::CUDAPlace place, size_t size) {
+  auto* buddy_allocator = GetGPUBuddyAllocator(place.device);
+  void* ptr = buddy_allocator->Alloc(size);
 
   if (ptr == nullptr) {
     int cur_dev = platform::GetCurrentDeviceId();
@@ -142,13 +119,39 @@ void* Alloc<platform::CUDAPlace>(platform::CUDAPlace place, size_t size,
 }
 
 template <>
-void Free<platform::CUDAPlace>(platform::CUDAPlace place, void* p,
-                               bool is_pinned) {
-  if (is_pinned) {
-    GetCUDAPinnedBuddyAllocator(place.device)->Free(p);
-  } else {
-    GetGPUBuddyAllocator(place.device)->Free(p);
+void Free<platform::CUDAPlace>(platform::CUDAPlace place, void* p) {
+  GetGPUBuddyAllocator(place.device)->Free(p);
+}
+
+size_t Used<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place) {
+  return GetGPUBuddyAllocator(place.device)->Used();
+}
+
+template <>
+void* Alloc<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place,
+                                       size_t size) {
+  auto* buddy_allocator = GetCUDAPinnedBuddyAllocator(place.device);
+  void* ptr = buddy_allocator->Alloc(size);
+
+  if (ptr == nullptr) {
+    int cur_dev = platform::GetCurrentDeviceId();
+    platform::SetDeviceId(place.device);
+    size_t avail, total;
+    platform::GpuMemoryUsage(avail, total);
+    LOG(WARNING) << "Cannot allocate " << size << " bytes in GPU "
+                 << place.device << ", available " << avail << " bytes";
+    LOG(WARNING) << "total " << total;
+    LOG(WARNING) << "GpuMinChunkSize " << platform::GpuMinChunkSize();
+    LOG(WARNING) << "GpuMaxChunkSize " << platform::GpuMaxChunkSize();
+    LOG(WARNING) << "GPU memory used: " << Used<platform::CUDAPlace>(place);
+    platform::SetDeviceId(cur_dev);
   }
+  return ptr;
+}
+
+template <>
+void Free<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place, void* p) {
+  GetCUDAPinnedBuddyAllocator(place.device)->Free(p);
 }
 
 #endif
@@ -165,6 +168,10 @@ size_t Usage::operator()(const platform::CUDAPlace& gpu) const {
 #endif
 }
 
+size_t Usage::operator()(const platform::CUDAPinnedPlace& cuda_pinned) const {
+  return Used(cuda_pinned);
+}
+
 size_t memory_usage(const platform::Place& p) {
   return boost::apply_visitor(Usage(), p);
 }
diff --git a/paddle/fluid/memory/memory.h b/paddle/fluid/memory/memory.h
index 062bfc880e..fba7372e71 100644
--- a/paddle/fluid/memory/memory.h
+++ b/paddle/fluid/memory/memory.h
@@ -57,6 +57,7 @@ size_t Used(Place place);
 struct Usage : public boost::static_visitor<size_t> {
   size_t operator()(const platform::CPUPlace& cpu) const;
   size_t operator()(const platform::CUDAPlace& gpu) const;
+  size_t operator()(const platform::CUDAPinnedPlace& cuda_pinned) const;
 };
 
 size_t memory_usage(const platform::Place& p);
diff --git a/paddle/fluid/platform/device_context.h b/paddle/fluid/platform/device_context.h
index 202394c7be..e25cfe60b1 100644
--- a/paddle/fluid/platform/device_context.h
+++ b/paddle/fluid/platform/device_context.h
@@ -118,6 +118,18 @@ struct DefaultDeviceContextType<platform::CUDAPlace> {
   using TYPE = CUDADeviceContext;
 };
 
+// Currently, CUDAPinnedDeviceContext is only used to data copying.
+// class CUDAPinnedDeviceContext : public DeviceContext {
+// public:
+//  CUDAPinnedDeviceContext();
+//  explicit CUDAPinnedDeviceContext(CUDAPinnedPlace place);
+//
+//  Place GetPlace() const override;
+//
+// private:
+//  CUDAPinnedPlace place_;
+//};
+
 #endif
 
 #ifdef PADDLE_WITH_MKLDNN
diff --git a/paddle/fluid/platform/place.cc b/paddle/fluid/platform/place.cc
index de8f958eb0..11ca87c211 100644
--- a/paddle/fluid/platform/place.cc
+++ b/paddle/fluid/platform/place.cc
@@ -40,12 +40,19 @@ const Place &get_place() { return the_default_place; }
 
 const CUDAPlace default_gpu() { return CUDAPlace(0); }
 const CPUPlace default_cpu() { return CPUPlace(); }
+const CUDAPinnedPlace default_cuda_pinned() { return CUDAPinnedPlace(); }
 
 bool is_gpu_place(const Place &p) {
   return boost::apply_visitor(IsCUDAPlace(), p);
 }
 
-bool is_cpu_place(const Place &p) { return !is_gpu_place(p); }
+bool is_cpu_place(const Place &p) {
+  return boost::apply_visitor(IsCPUPlace(), p);
+}
+
+bool is_cuda_pinned_place(const Place &p) {
+  return boost::apply_visitor(IsCUDAPinnedPlace(), p);
+}
 
 bool places_are_same_class(const Place &p1, const Place &p2) {
   return p1.which() == p2.which();
@@ -53,7 +60,7 @@ bool places_are_same_class(const Place &p1, const Place &p2) {
 
 bool is_same_place(const Place &p1, const Place &p2) {
   if (places_are_same_class(p1, p2)) {
-    if (is_cpu_place(p1)) {
+    if (is_cpu_place(p1) || is_cuda_pinned_place(p1)) {
       return true;
     } else {
       return boost::get<CUDAPlace>(p1) == boost::get<CUDAPlace>(p2);
diff --git a/paddle/fluid/platform/place.h b/paddle/fluid/platform/place.h
index 4cc8b377b8..8f3acd8df6 100644
--- a/paddle/fluid/platform/place.h
+++ b/paddle/fluid/platform/place.h
@@ -45,12 +45,33 @@ struct CUDAPlace {
   int device;
 };
 
+struct CUDAPinnedPlace {
+  CUDAPinnedPlace() {}
+
+  // needed for variant equality comparison
+  inline bool operator==(const CUDAPinnedPlace &) const { return true; }
+  inline bool operator!=(const CUDAPinnedPlace &) const { return false; }
+};
+
 struct IsCUDAPlace : public boost::static_visitor<bool> {
   bool operator()(const CPUPlace &) const { return false; }
   bool operator()(const CUDAPlace &gpu) const { return true; }
+  bool operator()(const CUDAPinnedPlace &) const { return false; }
 };
 
-typedef boost::variant<CUDAPlace, CPUPlace> Place;
+struct IsCPUPlace : public boost::static_visitor<bool> {
+  bool operator()(const CPUPlace &cpu) const { return true; }
+  bool operator()(const CUDAPlace &) const { return false; }
+  bool operator()(const CUDAPinnedPlace &) const { return false; }
+};
+
+struct IsCUDAPinnedPlace : public boost::static_visitor<bool> {
+  bool operator()(const CPUPlace &) const { return false; }
+  bool operator()(const CUDAPlace &) const { return false; }
+  bool operator()(const CUDAPinnedPlace &cuda_pinned) const { return true; }
+};
+
+typedef boost::variant<CUDAPlace, CPUPlace, CUDAPinnedPlace> Place;
 
 using PlaceList = std::vector<Place>;
 
@@ -59,9 +80,11 @@ const Place &get_place();
 
 const CUDAPlace default_gpu();
 const CPUPlace default_cpu();
+const CUDAPinnedPlace default_cuda_pinned();
 
 bool is_gpu_place(const Place &);
 bool is_cpu_place(const Place &);
+bool is_cuda_pinned_place(const Place &);
 bool places_are_same_class(const Place &, const Place &);
 bool is_same_place(const Place &, const Place &);
 
@@ -97,6 +120,11 @@ struct PlaceVisitorWrapper
     return typename Visitor::result_type();
 #endif
   }
+
+  typename Visitor::result_type operator()(
+      const CUDAPinnedPlace &cuda_pinned) const {
+    return visitor_(cuda_pinned);
+  }
 };
 
 template <typename Visitor>

From 158d6c4d1956225e7aa8ddaa4e4af852060916da Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Mon, 26 Mar 2018 20:36:07 +0800
Subject: [PATCH 06/79] add unit test

---
 paddle/fluid/framework/tensor.h               |  3 -
 .../fluid/memory/detail/system_allocator.cc   |  7 ++-
 paddle/fluid/memory/memcpy.cc                 | 39 +++++++++++++
 paddle/fluid/memory/memory.cc                 | 49 +++++++----------
 paddle/fluid/memory/memory.h                  | 10 ++--
 paddle/fluid/memory/memory_test.cc            | 55 +++++++++++++++++++
 paddle/fluid/platform/place.cc                |  1 +
 7 files changed, 124 insertions(+), 40 deletions(-)

diff --git a/paddle/fluid/framework/tensor.h b/paddle/fluid/framework/tensor.h
index 6eb678e301..6f878541e6 100644
--- a/paddle/fluid/framework/tensor.h
+++ b/paddle/fluid/framework/tensor.h
@@ -92,9 +92,6 @@ class Tensor {
   /*! Return the numel of the memory block. */
   inline int64_t numel() const;
 
-  /*! Return the numel of the memory block. */
-  inline bool isPinned() const;
-
   /*! Resize the dimensions of the memory block. */
   inline Tensor& Resize(const DDim& dims);
 
diff --git a/paddle/fluid/memory/detail/system_allocator.cc b/paddle/fluid/memory/detail/system_allocator.cc
index d20c5c8682..2f3c10aeb2 100644
--- a/paddle/fluid/memory/detail/system_allocator.cc
+++ b/paddle/fluid/memory/detail/system_allocator.cc
@@ -14,6 +14,7 @@ limitations under the License. */
 
 #include "paddle/fluid/memory/detail/system_allocator.h"
 #include "paddle/fluid/platform/assert.h"
+#include "paddle/fluid/platform/cpu_info.h"
 #include "paddle/fluid/platform/enforce.h"
 #include "paddle/fluid/platform/gpu_info.h"
 
@@ -127,10 +128,12 @@ void* CUDAPinnedAllocator::Alloc(size_t& index, size_t size) {
   // NOTE: here, we use CpuMaxAllocSize()/2 as the maximum memory size
   // of host pinned allocation. Allocates too much would reduce
   // the amount of memory available to the underlying system for paging.
-  size_t usable = CpuMaxAllocSize() / 2 - cuda_pinnd_alloc_size_;
+  size_t usable =
+      paddle::platform::CpuMaxAllocSize() / 2 - cuda_pinnd_alloc_size_;
 
   if (size > usable) return nullptr;
 
+  void* p;
   // PINNED memory is visible to all CUDA contexts.
   cudaError_t result = cudaMallocHost(&p, size);
 
@@ -161,7 +164,7 @@ void CUDAPinnedAllocator::Free(void* p, size_t size, size_t index) {
   }
 }
 
-bool CUDAPinnedAllocator::UseGpu() const { return true; }
+bool CUDAPinnedAllocator::UseGpu() const { return false; }
 
 #endif
 
diff --git a/paddle/fluid/memory/memcpy.cc b/paddle/fluid/memory/memcpy.cc
index b991360d04..eddcaab8be 100644
--- a/paddle/fluid/memory/memcpy.cc
+++ b/paddle/fluid/memory/memcpy.cc
@@ -56,6 +56,45 @@ void Copy<platform::CUDAPlace, platform::CUDAPlace>(
   }
 }
 
+template <>
+void Copy<platform::CPUPlace, platform::CUDAPinnedPlace>(
+    platform::CPUPlace dst_place, void* dst,
+    platform::CUDAPinnedPlace src_place, const void* src, size_t num) {
+  std::memcpy(dst, src, num);
+}
+
+template <>
+void Copy<platform::CUDAPinnedPlace, platform::CPUPlace>(
+    platform::CUDAPinnedPlace dst_place, void* dst,
+    platform::CPUPlace src_place, const void* src, size_t num) {
+  std::memcpy(dst, src, num);
+}
+
+template <>
+void Copy<platform::CUDAPinnedPlace, platform::CUDAPinnedPlace>(
+    platform::CUDAPinnedPlace dst_place, void* dst,
+    platform::CUDAPinnedPlace src_place, const void* src, size_t num) {
+  std::memcpy(dst, src, num);
+}
+
+template <>
+void Copy<platform::CUDAPinnedPlace, platform::CUDAPlace>(
+    platform::CUDAPinnedPlace dst_place, void* dst,
+    platform::CUDAPlace src_place, const void* src, size_t num,
+    cudaStream_t stream) {
+  platform::SetDeviceId(src_place.device);
+  platform::GpuMemcpyAsync(dst, src, num, cudaMemcpyDeviceToHost, stream);
+}
+
+template <>
+void Copy<platform::CUDAPlace, platform::CUDAPinnedPlace>(
+    platform::CUDAPlace dst_place, void* dst,
+    platform::CUDAPinnedPlace src_place, const void* src, size_t num,
+    cudaStream_t stream) {
+  platform::SetDeviceId(dst_place.device);
+  platform::GpuMemcpyAsync(dst, src, num, cudaMemcpyHostToDevice, stream);
+}
+
 #endif
 
 }  // namespace memory
diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index 6da9f00656..94b43af147 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -82,16 +82,6 @@ BuddyAllocator* GetGPUBuddyAllocator(int gpu_id) {
   return as[gpu_id];
 }
 
-BuddyAllocator* GetCUDAPinnedBuddyAllocator(int gpu_id) {
-  static BuddyAllocator* as = NULL;
-  if (as == NULL) {
-    as = new BuddyAllocator(new detail::CUDAPinnedAllocator,
-                            platform::CpuMinChunkSize(),
-                            platform::CpuMaxChunkSize());
-  }
-  return as;
-}
-
 template <>
 size_t Used<platform::CUDAPlace>(platform::CUDAPlace place) {
   return GetGPUBuddyAllocator(place.device)->Used();
@@ -100,8 +90,7 @@ size_t Used<platform::CUDAPlace>(platform::CUDAPlace place) {
 template <>
 void* Alloc<platform::CUDAPlace>(platform::CUDAPlace place, size_t size) {
   auto* buddy_allocator = GetGPUBuddyAllocator(place.device);
-  void* ptr = buddy_allocator->Alloc(size);
-
+  auto* ptr = buddy_allocator->Alloc(size);
   if (ptr == nullptr) {
     int cur_dev = platform::GetCurrentDeviceId();
     platform::SetDeviceId(place.device);
@@ -123,37 +112,39 @@ void Free<platform::CUDAPlace>(platform::CUDAPlace place, void* p) {
   GetGPUBuddyAllocator(place.device)->Free(p);
 }
 
+BuddyAllocator* GetCUDAPinnedBuddyAllocator() {
+  static BuddyAllocator* ba = NULL;
+  if (ba == NULL) {
+    ba = new BuddyAllocator(new detail::CUDAPinnedAllocator,
+                            platform::CpuMinChunkSize(),
+                            platform::CpuMaxChunkSize());
+  }
+  return ba;
+}
+
+template <>
 size_t Used<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place) {
-  return GetGPUBuddyAllocator(place.device)->Used();
+  return GetCUDAPinnedBuddyAllocator()->Used();
 }
 
 template <>
 void* Alloc<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place,
                                        size_t size) {
-  auto* buddy_allocator = GetCUDAPinnedBuddyAllocator(place.device);
+  auto* buddy_allocator = GetCUDAPinnedBuddyAllocator();
   void* ptr = buddy_allocator->Alloc(size);
 
-  if (ptr == nullptr) {
-    int cur_dev = platform::GetCurrentDeviceId();
-    platform::SetDeviceId(place.device);
-    size_t avail, total;
-    platform::GpuMemoryUsage(avail, total);
-    LOG(WARNING) << "Cannot allocate " << size << " bytes in GPU "
-                 << place.device << ", available " << avail << " bytes";
-    LOG(WARNING) << "total " << total;
-    LOG(WARNING) << "GpuMinChunkSize " << platform::GpuMinChunkSize();
-    LOG(WARNING) << "GpuMaxChunkSize " << platform::GpuMaxChunkSize();
-    LOG(WARNING) << "GPU memory used: " << Used<platform::CUDAPlace>(place);
-    platform::SetDeviceId(cur_dev);
-  }
+  //  if (ptr == nullptr) {
+  //    LOG(WARNING) << "Cannot allocate " << size << " bytes in CUDAPinnedPlace
+  //    "
+  //                 << ", available " << avail << " bytes"
+  //  }
   return ptr;
 }
 
 template <>
 void Free<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place, void* p) {
-  GetCUDAPinnedBuddyAllocator(place.device)->Free(p);
+  GetCUDAPinnedBuddyAllocator()->Free(p);
 }
-
 #endif
 
 size_t Usage::operator()(const platform::CPUPlace& cpu) const {
diff --git a/paddle/fluid/memory/memory.h b/paddle/fluid/memory/memory.h
index fba7372e71..3e6bfddd69 100644
--- a/paddle/fluid/memory/memory.h
+++ b/paddle/fluid/memory/memory.h
@@ -33,7 +33,7 @@ namespace memory {
  *          address is valid or not.
  */
 template <typename Place>
-void* Alloc(Place place, size_t size, bool is_pinned = false);
+void* Alloc(Place place, size_t size);
 
 /**
  * \brief   Free memory block in one place.
@@ -43,7 +43,7 @@ void* Alloc(Place place, size_t size, bool is_pinned = false);
  *
  */
 template <typename Place>
-void Free(Place place, void* ptr, bool is_pinned = false);
+void Free(Place place, void* ptr);
 
 /**
  * \brief   Total size of used memory in one place.
@@ -75,13 +75,11 @@ class PODDeleter {
   static_assert(std::is_pod<T>::value, "T must be POD");
 
  public:
-  explicit PODDeleter(Place place, bool is_pinned = false)
-      : place_(place), is_pinned_(is_pinned) {}
-  void operator()(T* ptr) { Free(place_, static_cast<void*>(ptr), is_pinned_); }
+  explicit PODDeleter(Place place) : place_(place) {}
+  void operator()(T* ptr) { Free(place_, static_cast<void*>(ptr)); }
 
  private:
   Place place_;
-  bool is_pinned_;
 };
 
 /**
diff --git a/paddle/fluid/memory/memory_test.cc b/paddle/fluid/memory/memory_test.cc
index eb27a52b25..5254cd28cc 100644
--- a/paddle/fluid/memory/memory_test.cc
+++ b/paddle/fluid/memory/memory_test.cc
@@ -141,4 +141,59 @@ TEST(BuddyAllocator, GPUMultAlloc) {
   }
 }
 
+size_t align(size_t size, paddle::platform::CUDAPinnedPlace place) {
+  size += sizeof(paddle::memory::detail::Metadata);
+  size_t alignment = paddle::platform::CpuMinChunkSize();
+  size_t remaining = size % alignment;
+  return remaining == 0 ? size : size + (alignment - remaining);
+}
+
+TEST(BuddyAllocator, CUDAPinnedAllocator) {
+  void *p = nullptr;
+
+  EXPECT_EQ(p, nullptr);
+
+  paddle::platform::CUDAPinnedPlace cpu;
+  p = paddle::memory::Alloc(cpu, 4096);
+
+  EXPECT_NE(p, nullptr);
+
+  paddle::platform::Place place = cpu;
+  EXPECT_EQ(paddle::memory::Used(cpu), paddle::memory::memory_usage(place));
+
+  paddle::memory::Free(cpu, p);
+}
+
+TEST(BuddyAllocator, CUDAPinnedMultAllocator) {
+  paddle::platform::CUDAPinnedPlace cpu;
+
+  std::unordered_map<void *, size_t> ps;
+
+  size_t total_size = paddle::memory::Used(cpu);
+  EXPECT_EQ(total_size, 0UL);
+
+  for (auto size :
+       {0, 128, 256, 1024, 4096, 16384, 65536, 262144, 1048576, 4194304}) {
+    ps[paddle::memory::Alloc(cpu, size)] = size;
+
+    // Buddy Allocator doesn't manage too large memory chunk
+    if (paddle::memory::Used(cpu) == total_size) continue;
+
+    size_t aligned_size = align(size, cpu);
+    total_size += aligned_size;
+    EXPECT_EQ(total_size, paddle::memory::Used(cpu));
+  }
+
+  for (auto p : ps) {
+    EXPECT_EQ(is_aligned(p.first), true);
+    paddle::memory::Free(cpu, p.first);
+
+    // Buddy Allocator doesn't manage too large memory chunk
+    if (paddle::memory::Used(cpu) == total_size) continue;
+
+    size_t aligned_size = align(p.second, cpu);
+    total_size -= aligned_size;
+    EXPECT_EQ(total_size, paddle::memory::Used(cpu));
+  }
+}
 #endif
diff --git a/paddle/fluid/platform/place.cc b/paddle/fluid/platform/place.cc
index 11ca87c211..655ce8485d 100644
--- a/paddle/fluid/platform/place.cc
+++ b/paddle/fluid/platform/place.cc
@@ -26,6 +26,7 @@ class PlacePrinter : public boost::static_visitor<> {
   void operator()(const CUDAPlace &p) {
     os_ << "CUDAPlace(" << p.device << ")";
   }
+  void operator()(const CUDAPinnedPlace &p) { os_ << "CUDAPinnedPlace"; }
 
  private:
   std::ostream &os_;

From ab601c19c37da50f391de62581e572dbe32d6b7f Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Mon, 26 Mar 2018 22:47:20 +0800
Subject: [PATCH 07/79] Add CUDAPinnedPlace

---
 paddle/fluid/framework/tensor_util.cc        |  5 ++++
 paddle/fluid/memory/memory.cc                |  4 +++
 paddle/fluid/operators/math/math_function.cc |  8 ++++++
 paddle/fluid/platform/device_context.cc      | 24 +++++++++++++++++
 paddle/fluid/platform/device_context.h       | 27 ++++++++++++--------
 paddle/fluid/platform/place.h                |  5 ++++
 6 files changed, 63 insertions(+), 10 deletions(-)

diff --git a/paddle/fluid/framework/tensor_util.cc b/paddle/fluid/framework/tensor_util.cc
index 8b7533ce71..1d864af011 100644
--- a/paddle/fluid/framework/tensor_util.cc
+++ b/paddle/fluid/framework/tensor_util.cc
@@ -148,6 +148,11 @@ struct AnyVisitor : public boost::static_visitor<bool> {
                  const platform::CPUPlace& cpu) const {
     return *out.data<bool>();
   }
+
+  bool GetResult(const framework::Tensor& out,
+                 const platform::CUDAPinnedPlace& cpu) const {
+    return *out.data<bool>();
+  }
 };
 
 template <typename Predicate>
diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index 94b43af147..f6cbdaaa97 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -160,7 +160,11 @@ size_t Usage::operator()(const platform::CUDAPlace& gpu) const {
 }
 
 size_t Usage::operator()(const platform::CUDAPinnedPlace& cuda_pinned) const {
+#ifdef PADDLE_WITH_CUDA
   return Used(cuda_pinned);
+#else
+  PADDLE_THROW("'CUDAPinnedPlace' is not supported in CPU only device.");
+#endif
 }
 
 size_t memory_usage(const platform::Place& p) {
diff --git a/paddle/fluid/operators/math/math_function.cc b/paddle/fluid/operators/math/math_function.cc
index 299a0aed01..44fd739fb1 100644
--- a/paddle/fluid/operators/math/math_function.cc
+++ b/paddle/fluid/operators/math/math_function.cc
@@ -322,6 +322,14 @@ void set_constant_with_place<platform::CPUPlace>(
                            TensorSetConstantCPU(tensor, value));
 }
 
+template <>
+void set_constant_with_place<platform::CUDAPinnedPlace>(
+    const platform::DeviceContext& context, framework::Tensor* tensor,
+    float value) {
+  framework::VisitDataType(framework::ToDataType(tensor->type()),
+                           TensorSetConstantCPU(tensor, value));
+}
+
 struct TensorSetConstantWithPlace : public boost::static_visitor<void> {
   TensorSetConstantWithPlace(const platform::DeviceContext& context,
                              framework::Tensor* tensor, float value)
diff --git a/paddle/fluid/platform/device_context.cc b/paddle/fluid/platform/device_context.cc
index 59b76a1edb..feb4f36700 100644
--- a/paddle/fluid/platform/device_context.cc
+++ b/paddle/fluid/platform/device_context.cc
@@ -53,6 +53,16 @@ DeviceContextPool::DeviceContextPool(
       PADDLE_THROW(
           "'CUDAPlace' is not supported, Please re-compile with WITH_GPU "
           "option");
+#endif
+    } else if (platform::is_cuda_pinned_place(p)) {
+#ifdef PADDLE_WITH_CUDA
+      device_contexts_.emplace(
+          p,
+          PtrType(new CUDAPinnedDeviceContext(boost::get<CUDAPinnedPlace>(p))));
+#else
+      PADDLE_THROW(
+          "'CUDAPlace' is not supported, Please re-compile with WITH_GPU "
+          "option");
 #endif
     }
   }
@@ -186,6 +196,20 @@ cudnnHandle_t CUDADeviceContext::cudnn_handle() const { return cudnn_handle_; }
 
 cudaStream_t CUDADeviceContext::stream() const { return stream_; }
 
+CUDAPinnedDeviceContext::CUDAPinnedDeviceContext() {
+  eigen_device_.reset(new Eigen::DefaultDevice());
+}
+
+CUDAPinnedDeviceContext::CUDAPinnedDeviceContext(CUDAPinnedPlace place)
+    : place_(place) {
+  eigen_device_.reset(new Eigen::DefaultDevice());
+}
+
+Eigen::DefaultDevice* CUDAPinnedDeviceContext::eigen_device() const {
+  return eigen_device_.get();
+}
+
+Place CUDAPinnedDeviceContext::GetPlace() const { return place_; }
 #endif
 
 #ifdef PADDLE_WITH_MKLDNN
diff --git a/paddle/fluid/platform/device_context.h b/paddle/fluid/platform/device_context.h
index e25cfe60b1..6b796d92d0 100644
--- a/paddle/fluid/platform/device_context.h
+++ b/paddle/fluid/platform/device_context.h
@@ -119,17 +119,24 @@ struct DefaultDeviceContextType<platform::CUDAPlace> {
 };
 
 // Currently, CUDAPinnedDeviceContext is only used to data copying.
-// class CUDAPinnedDeviceContext : public DeviceContext {
-// public:
-//  CUDAPinnedDeviceContext();
-//  explicit CUDAPinnedDeviceContext(CUDAPinnedPlace place);
-//
-//  Place GetPlace() const override;
-//
-// private:
-//  CUDAPinnedPlace place_;
-//};
+class CUDAPinnedDeviceContext : public DeviceContext {
+ public:
+  CUDAPinnedDeviceContext();
+  explicit CUDAPinnedDeviceContext(CUDAPinnedPlace place);
+
+  Place GetPlace() const override;
 
+  Eigen::DefaultDevice* eigen_device() const;
+
+ private:
+  CUDAPinnedPlace place_;
+  std::unique_ptr<Eigen::DefaultDevice> eigen_device_;
+};
+
+template <>
+struct DefaultDeviceContextType<platform::CUDAPinnedPlace> {
+  using TYPE = CUDAPinnedDeviceContext;
+};
 #endif
 
 #ifdef PADDLE_WITH_MKLDNN
diff --git a/paddle/fluid/platform/place.h b/paddle/fluid/platform/place.h
index 8f3acd8df6..d0bdcb0da5 100644
--- a/paddle/fluid/platform/place.h
+++ b/paddle/fluid/platform/place.h
@@ -123,7 +123,12 @@ struct PlaceVisitorWrapper
 
   typename Visitor::result_type operator()(
       const CUDAPinnedPlace &cuda_pinned) const {
+#ifdef PADDLE_WITH_CUDA
     return visitor_(cuda_pinned);
+#else
+    PADDLE_THROW("Paddle is not compiled with CUDA. Cannot visit cuda_pinned");
+    return typename Visitor::result_type();
+#endif
   }
 };
 

From 58a9f9f781f9c51fa89c1e332ccda12c18bc7c03 Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Wed, 28 Mar 2018 11:34:52 +0800
Subject: [PATCH 08/79] set the max size of cudapinned memory

---
 .../fluid/memory/detail/system_allocator.cc   |  4 ++--
 paddle/fluid/memory/memory.cc                 |  4 ++--
 paddle/fluid/memory/memory_test.cc            |  2 +-
 paddle/fluid/platform/cpu_info.cc             | 21 +++++++++++++++++++
 paddle/fluid/platform/cpu_info.h              |  9 ++++++++
 5 files changed, 35 insertions(+), 5 deletions(-)

diff --git a/paddle/fluid/memory/detail/system_allocator.cc b/paddle/fluid/memory/detail/system_allocator.cc
index 2f3c10aeb2..2463fdf483 100644
--- a/paddle/fluid/memory/detail/system_allocator.cc
+++ b/paddle/fluid/memory/detail/system_allocator.cc
@@ -125,11 +125,11 @@ bool GPUAllocator::UseGpu() const { return true; }
 void* CUDAPinnedAllocator::Alloc(size_t& index, size_t size) {
   if (size <= 0) return nullptr;
 
-  // NOTE: here, we use CpuMaxAllocSize()/2 as the maximum memory size
+  // NOTE: here, we use CUDAPinnedMaxAllocSize as the maximum memory size
   // of host pinned allocation. Allocates too much would reduce
   // the amount of memory available to the underlying system for paging.
   size_t usable =
-      paddle::platform::CpuMaxAllocSize() / 2 - cuda_pinnd_alloc_size_;
+      paddle::platform::CUDAPinnedMaxAllocSize() - cuda_pinnd_alloc_size_;
 
   if (size > usable) return nullptr;
 
diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index f6cbdaaa97..7b459fe4d0 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -116,8 +116,8 @@ BuddyAllocator* GetCUDAPinnedBuddyAllocator() {
   static BuddyAllocator* ba = NULL;
   if (ba == NULL) {
     ba = new BuddyAllocator(new detail::CUDAPinnedAllocator,
-                            platform::CpuMinChunkSize(),
-                            platform::CpuMaxChunkSize());
+                            platform::CUDAPinnedMinChunkSize(),
+                            platform::CUDAPinnedMaxChunkSize());
   }
   return ba;
 }
diff --git a/paddle/fluid/memory/memory_test.cc b/paddle/fluid/memory/memory_test.cc
index 5254cd28cc..03829702a0 100644
--- a/paddle/fluid/memory/memory_test.cc
+++ b/paddle/fluid/memory/memory_test.cc
@@ -143,7 +143,7 @@ TEST(BuddyAllocator, GPUMultAlloc) {
 
 size_t align(size_t size, paddle::platform::CUDAPinnedPlace place) {
   size += sizeof(paddle::memory::detail::Metadata);
-  size_t alignment = paddle::platform::CpuMinChunkSize();
+  size_t alignment = paddle::platform::CUDAPinnedMinChunkSize();
   size_t remaining = size % alignment;
   return remaining == 0 ? size : size + (alignment - remaining);
 }
diff --git a/paddle/fluid/platform/cpu_info.cc b/paddle/fluid/platform/cpu_info.cc
index 8db08edba8..d44f1cadd2 100644
--- a/paddle/fluid/platform/cpu_info.cc
+++ b/paddle/fluid/platform/cpu_info.cc
@@ -27,6 +27,10 @@ DEFINE_double(fraction_of_cpu_memory_to_use, 1,
               "Default use 100% of CPU memory for PaddlePaddle,"
               "reserve the rest for page tables, etc");
 
+DEFINE_double(fraction_of_cuda_pinned_memory_to_use, 0.5,
+              "Default use 100% of CPU memory for PaddlePaddle,"
+              "reserve the rest for page tables, etc");
+
 namespace paddle {
 namespace platform {
 
@@ -62,5 +66,22 @@ size_t CpuMaxChunkSize() {
   return CpuMaxAllocSize() / 32;
 }
 
+size_t CUDAPinnedMaxAllocSize() {
+  // For distributed systems, it requires configuring and limiting
+  // the fraction of memory to use.
+  return FLAGS_fraction_of_cuda_pinned_memory_to_use * CpuTotalPhysicalMemory();
+}
+
+size_t CUDAPinnedMinChunkSize() {
+  // Allow to allocate the minimum chunk size is 64 KB.
+  return 1 << 16;
+}
+
+size_t CUDAPinnedMaxChunkSize() {
+  // Allow to allocate the maximum chunk size is roughly 0.39% of CUDA_PINNED
+  // memory.
+  return CUDAPinnedMaxAllocSize() / 256;
+}
+
 }  // namespace platform
 }  // namespace paddle
diff --git a/paddle/fluid/platform/cpu_info.h b/paddle/fluid/platform/cpu_info.h
index a930151bd1..f06c2b67fe 100644
--- a/paddle/fluid/platform/cpu_info.h
+++ b/paddle/fluid/platform/cpu_info.h
@@ -22,11 +22,20 @@ namespace platform {
 //! Get the maximum allocation size for a machine.
 size_t CpuMaxAllocSize();
 
+//! Get the maximum allocation size for a machine.
+size_t CUDAPinnedMaxAllocSize();
+
 //! Get the minimum chunk size for buddy allocator.
 size_t CpuMinChunkSize();
 
 //! Get the maximum chunk size for buddy allocator.
 size_t CpuMaxChunkSize();
 
+//! Get the minimum chunk size for buddy allocator.
+size_t CUDAPinnedMinChunkSize();
+
+//! Get the maximum chunk size for buddy allocator.
+size_t CUDAPinnedMaxChunkSize();
+
 }  // namespace platform
 }  // namespace paddle

From 64242c5d71c675d04b035bbfcaf598546d813cb3 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Thu, 29 Mar 2018 13:10:16 -0700
Subject: [PATCH 09/79] Rename test_serde into serde_test

---
 paddle/fluid/operators/detail/CMakeLists.txt                  | 4 ++--
 .../fluid/operators/detail/{test_serde.cc => serde_test.cc}   | 0
 2 files changed, 2 insertions(+), 2 deletions(-)
 rename paddle/fluid/operators/detail/{test_serde.cc => serde_test.cc} (100%)

diff --git a/paddle/fluid/operators/detail/CMakeLists.txt b/paddle/fluid/operators/detail/CMakeLists.txt
index 2b19f04489..d59411dfb9 100644
--- a/paddle/fluid/operators/detail/CMakeLists.txt
+++ b/paddle/fluid/operators/detail/CMakeLists.txt
@@ -2,7 +2,7 @@ if(WITH_DISTRIBUTE)
   grpc_library(sendrecvop_grpc SRCS bytebuffer_stream.cc sendrecvop_utils.cc grpc_client.cc
       grpc_server.cc variable_response.cc PROTO send_recv.proto DEPS lod_tensor selected_rows)
   set(DISTRIBUTE_COMPILE_FLAGS "-Wno-non-virtual-dtor -Wno-error=non-virtual-dtor -Wno-error=delete-non-virtual-dtor")
-  set_source_files_properties(test_serde.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
-  cc_test(serde_test SRCS test_serde.cc variable_response.cc DEPS grpc++_unsecure grpc_unsecure gpr
+  set_source_files_properties(serde_test.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
+  cc_test(serde_test SRCS serde_test.cc variable_response.cc DEPS grpc++_unsecure grpc_unsecure gpr
       cares zlib protobuf sendrecvop_grpc)
 endif()
diff --git a/paddle/fluid/operators/detail/test_serde.cc b/paddle/fluid/operators/detail/serde_test.cc
similarity index 100%
rename from paddle/fluid/operators/detail/test_serde.cc
rename to paddle/fluid/operators/detail/serde_test.cc

From c1c5e166d108b8c7d57d81e8b375e33b18402b7e Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Thu, 29 Mar 2018 14:13:55 -0700
Subject: [PATCH 10/79] Fix cpplint errors

---
 .../fluid/operators/detail/bytebuffer_stream.cc  |  2 +-
 .../fluid/operators/detail/bytebuffer_stream.h   |  8 +++++---
 paddle/fluid/operators/detail/grpc_client.cc     | 16 ++++++++++------
 paddle/fluid/operators/detail/grpc_client.h      | 15 +++++++--------
 paddle/fluid/operators/detail/grpc_server.cc     |  7 +++++--
 paddle/fluid/operators/detail/grpc_server.h      |  9 ++++++---
 paddle/fluid/operators/detail/grpc_service.h     |  2 +-
 .../operators/detail/proto_encoder_helper.h      | 10 ++++++----
 .../fluid/operators/detail/sendrecvop_utils.cc   | 12 +++++++-----
 paddle/fluid/operators/detail/sendrecvop_utils.h |  2 +-
 paddle/fluid/operators/detail/serde_test.cc      |  8 ++++----
 .../fluid/operators/detail/simple_block_queue.h  |  4 ++--
 .../fluid/operators/detail/variable_response.cc  | 14 +++++++++++---
 .../fluid/operators/detail/variable_response.h   |  6 ++++--
 14 files changed, 70 insertions(+), 45 deletions(-)

diff --git a/paddle/fluid/operators/detail/bytebuffer_stream.cc b/paddle/fluid/operators/detail/bytebuffer_stream.cc
index 741dd51de9..a14171563e 100644
--- a/paddle/fluid/operators/detail/bytebuffer_stream.cc
+++ b/paddle/fluid/operators/detail/bytebuffer_stream.cc
@@ -17,7 +17,7 @@ limitations under the License. */
 //       file and did some modifications so that we can send gRPC
 //       requests without too much copying of the tensor data.
 
-#include "bytebuffer_stream.h"
+#include "paddle/fluid/operators/detail/bytebuffer_stream.h"
 
 namespace paddle {
 namespace operators {
diff --git a/paddle/fluid/operators/detail/bytebuffer_stream.h b/paddle/fluid/operators/detail/bytebuffer_stream.h
index 1791a48aab..054dd4ff29 100644
--- a/paddle/fluid/operators/detail/bytebuffer_stream.h
+++ b/paddle/fluid/operators/detail/bytebuffer_stream.h
@@ -19,9 +19,11 @@ limitations under the License. */
 
 #pragma once
 
-#include <grpc++/grpc++.h>
+#include <vector>
+
 #include "google/protobuf/io/coded_stream.h"
 #include "google/protobuf/io/zero_copy_stream.h"
+#include "grpc++/grpc++.h"
 
 namespace grpc {
 // A ZeroCopyInputStream that reads from grpc_byte_buffer
@@ -56,7 +58,7 @@ class GrpcBufferReader final
       *data = GRPC_SLICE_START_PTR(slice_) + GRPC_SLICE_LENGTH(slice_) -
               backup_count_;
       GPR_CODEGEN_ASSERT(backup_count_ <= INT_MAX);
-      *size = (int)backup_count_;
+      *size = static_cast<int>(backup_count_);
       backup_count_ = 0;
       return true;
     }
@@ -68,7 +70,7 @@ class GrpcBufferReader final
     *data = GRPC_SLICE_START_PTR(slice_);
     // On win x64, int is only 32bit
     GPR_CODEGEN_ASSERT(GRPC_SLICE_LENGTH(slice_) <= INT_MAX);
-    byte_count_ += * size = (int)GRPC_SLICE_LENGTH(slice_);
+    byte_count_ += * size = static_cast<int>(GRPC_SLICE_LENGTH(slice_));
     return true;
   }
 
diff --git a/paddle/fluid/operators/detail/grpc_client.cc b/paddle/fluid/operators/detail/grpc_client.cc
index 03b789f326..4660f91542 100644
--- a/paddle/fluid/operators/detail/grpc_client.cc
+++ b/paddle/fluid/operators/detail/grpc_client.cc
@@ -12,8 +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 "grpc_client.h"
+#include "paddle/fluid/operators/detail/grpc_client.h"
+
 #include <sys/time.h>
+
+#include <limits>
+
 #include "paddle/fluid/framework/threadpool.h"
 
 namespace paddle {
@@ -52,7 +56,7 @@ bool RPCClient::AsyncSendVariable(const std::string& ep,
     auto call = s->stub_g_.PrepareUnaryCall(
         s->context_.get(), "/sendrecv.SendRecvService/SendVariable", req, &cq_);
     call->StartCall();
-    call->Finish(&s->reply_, &s->status_, (void*)s);
+    call->Finish(&s->reply_, &s->status_, reinterpret_cast<void*>(s));
   });
 
   req_count_++;
@@ -64,7 +68,7 @@ void ProcGetResponse(const VarHandle& var_h,
                      // const sendrecv::VariableMessage& ret_msg) {
                      const ::grpc::ByteBuffer& ret_msg) {
   framework::Variable* outvar = NULL;
-  DeserializeFromByteBuffer(ret_msg, *var_h.ctx, var_h.scope, outvar);
+  DeserializeFromByteBuffer(ret_msg, *var_h.ctx, var_h.scope, &outvar);
 }
 
 template <typename T>
@@ -109,7 +113,7 @@ bool RPCClient::AsyncGetVariable(const std::string& ep,
     auto call = s->stub_g_.PrepareUnaryCall(
         s->context_.get(), "/sendrecv.SendRecvService/GetVariable", buf, &cq_);
     call->StartCall();
-    call->Finish(&s->reply_, &s->status_, (void*)s);
+    call->Finish(&s->reply_, &s->status_, reinterpret_cast<void*>(s));
   });
 
   req_count_++;
@@ -126,7 +130,7 @@ void RPCClient::AsyncSendBatchBarrier(const std::string& ep, int64_t time_out) {
   sendrecv::VariableMessage req;
   req.set_varname(BATCH_BARRIER_MESSAGE);
   auto rpc = s->stub_->AsyncSendVariable(s->context_.get(), req, &cq_);
-  rpc->Finish(&s->reply_, &s->status_, (void*)s);
+  rpc->Finish(&s->reply_, &s->status_, reinterpret_cast<void*>(s));
   req_count_++;
 }
 
@@ -138,7 +142,7 @@ void RPCClient::AsyncSendFetchBarrier(const std::string& ep, int64_t time_out) {
   sendrecv::VariableMessage req;
   req.set_varname(FETCH_BARRIER_MESSAGE);
   auto rpc = s->stub_->AsyncGetVariable(s->context_.get(), req, &cq_);
-  rpc->Finish(&s->reply_, &s->status_, (void*)s);
+  rpc->Finish(&s->reply_, &s->status_, reinterpret_cast<void*>(s));
   req_count_++;
 }
 
diff --git a/paddle/fluid/operators/detail/grpc_client.h b/paddle/fluid/operators/detail/grpc_client.h
index 8216ac52fb..3cfc87bbbb 100644
--- a/paddle/fluid/operators/detail/grpc_client.h
+++ b/paddle/fluid/operators/detail/grpc_client.h
@@ -14,10 +14,9 @@ limitations under the License. */
 
 #pragma once
 
-#include <grpc++/grpc++.h>
-#include <grpc/support/log.h>
 #include <time.h>
-#include <chrono>
+
+#include <chrono>  // NOLINT
 #include <ctime>
 #include <functional>
 #include <iostream>
@@ -25,11 +24,11 @@ limitations under the License. */
 #include <string>
 #include <vector>
 
-#include <grpc++/generic/generic_stub.h>
-#include <grpc++/grpc++.h>
-#include <grpc++/support/byte_buffer.h>
-#include <grpc++/support/slice.h>
-
+#include "grpc++/generic/generic_stub.h"
+#include "grpc++/grpc++.h"
+#include "grpc++/support/byte_buffer.h"
+#include "grpc++/support/slice.h"
+#include "grpc/support/log.h"
 #include "paddle/fluid/framework/data_type.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/scope.h"
diff --git a/paddle/fluid/operators/detail/grpc_server.cc b/paddle/fluid/operators/detail/grpc_server.cc
index 9691d1e86b..3001543760 100644
--- a/paddle/fluid/operators/detail/grpc_server.cc
+++ b/paddle/fluid/operators/detail/grpc_server.cc
@@ -14,6 +14,9 @@ limitations under the License. */
 
 #include "paddle/fluid/operators/detail/grpc_server.h"
 
+#include <limits>
+#include <string>
+
 using ::grpc::ServerAsyncResponseWriter;
 
 namespace paddle {
@@ -205,7 +208,7 @@ void AsyncGRPCServer::TryToRegisterNewGetOne() {
 
 // FIXME(typhoonzero): change cq_name to enum.
 void AsyncGRPCServer::HandleRequest(::grpc::ServerCompletionQueue* cq,
-                                    std::string cq_name,
+                                    const std::string& cq_name,
                                     std::function<void()> TryToRegisterNewOne) {
   TryToRegisterNewOne();
 
@@ -222,7 +225,7 @@ void AsyncGRPCServer::HandleRequest(::grpc::ServerCompletionQueue* cq,
     if (cq_name == "cq_get") WaitCond(1);
     if (cq_name == "cq_send") WaitCond(0);
 
-    RequestBase* base = (RequestBase*)tag;
+    RequestBase* base = reinterpret_cast<RequestBase*>(tag);
     // reference:
     // https://github.com/tensorflow/tensorflow/issues/5596
     // https://groups.google.com/forum/#!topic/grpc-io/xftlRy-IQwM
diff --git a/paddle/fluid/operators/detail/grpc_server.h b/paddle/fluid/operators/detail/grpc_server.h
index 10e6dd45a9..0fc9740ccb 100644
--- a/paddle/fluid/operators/detail/grpc_server.h
+++ b/paddle/fluid/operators/detail/grpc_server.h
@@ -14,9 +14,11 @@ limitations under the License. */
 
 #pragma once
 
-#include <grpc++/grpc++.h>
-#include <thread>
+#include <string>
+#include <thread>  // NOLINT
+#include <utility>
 
+#include "grpc++/grpc++.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/scope.h"
 #include "paddle/fluid/framework/selected_rows.h"
@@ -62,7 +64,8 @@ class AsyncGRPCServer final {
   void ShutDown();
 
  protected:
-  void HandleRequest(::grpc::ServerCompletionQueue *cq, std::string cq_name,
+  void HandleRequest(::grpc::ServerCompletionQueue *cq,
+                     const std::string &cq_name,
                      std::function<void()> TryToRegisterNewOne);
   void TryToRegisterNewSendOne();
   void TryToRegisterNewGetOne();
diff --git a/paddle/fluid/operators/detail/grpc_service.h b/paddle/fluid/operators/detail/grpc_service.h
index ae6f9db3bd..acaefd92a2 100644
--- a/paddle/fluid/operators/detail/grpc_service.h
+++ b/paddle/fluid/operators/detail/grpc_service.h
@@ -114,5 +114,5 @@ class GrpcService final {
 };
 
 }  // namespace detail
-}  // namespace operator
+}  // namespace operators
 }  // namespace paddle
diff --git a/paddle/fluid/operators/detail/proto_encoder_helper.h b/paddle/fluid/operators/detail/proto_encoder_helper.h
index 4a7bfb8bd5..d91d054b25 100644
--- a/paddle/fluid/operators/detail/proto_encoder_helper.h
+++ b/paddle/fluid/operators/detail/proto_encoder_helper.h
@@ -19,7 +19,9 @@ limitations under the License. */
 
 #pragma once
 
-#include <grpc++/grpc++.h>
+#include <string>
+
+#include "grpc++/grpc++.h"
 #include "paddle/fluid/platform/enforce.h"
 
 namespace paddle {
@@ -142,6 +144,6 @@ class ProtoEncodeHelper {
   char* limit_;  // Just for CHECKs
 };
 
-}  // detail
-}  // operators
-}  // paddle
+}  // namespace detail
+}  // namespace operators
+}  // namespace paddle
diff --git a/paddle/fluid/operators/detail/sendrecvop_utils.cc b/paddle/fluid/operators/detail/sendrecvop_utils.cc
index 7e3f015dab..f8576d01b1 100644
--- a/paddle/fluid/operators/detail/sendrecvop_utils.cc
+++ b/paddle/fluid/operators/detail/sendrecvop_utils.cc
@@ -13,8 +13,10 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/detail/sendrecvop_utils.h"
+
 #include <sys/time.h>
-#include <thread>
+#include <thread>  // NOLINT
+
 #include "google/protobuf/io/coded_stream.h"
 #include "google/protobuf/io/zero_copy_stream.h"
 #include "paddle/fluid/framework/data_type.h"
@@ -42,7 +44,7 @@ void SerializeToByteBuffer(const std::string& name, framework::Variable* var,
   void* buf = malloc(1024);
   void* payload = nullptr;
   size_t payload_size;
-  ProtoEncodeHelper e((char*)buf, 1024);
+  ProtoEncodeHelper e(static_cast<char*>(buf), 1024);
   e.WriteString(VarMsg::kVarnameFieldNumber, name);
   if (var->IsType<framework::LoDTensor>()) {
     e.WriteUint64(VarMsg::kTypeFieldNumber, 0);
@@ -152,7 +154,7 @@ void SerializeToByteBuffer(const std::string& name, framework::Variable* var,
       framework::proto::VarType_Type_SELECTED_ROWS) {
     auto* slr = var->GetMutable<framework::SelectedRows>();
 
-    ProtoEncodeHelper e2((char*)buf, 128);
+    ProtoEncodeHelper e2(static_cast<char*>(buf), 128);
     // NOTE: rows is of type int64_t
     size_t rows_memory_size =
         slr->rows().size() * framework::SizeOfType(typeid(int64_t));
@@ -181,10 +183,10 @@ void SerializeToByteBuffer(const std::string& name, framework::Variable* var,
 void DeserializeFromByteBuffer(const ::grpc::ByteBuffer& msg,
                                const platform::DeviceContext& ctx,
                                const framework::Scope* scope,
-                               framework::Variable*& var) {
+                               framework::Variable** var) {
   operators::detail::VariableResponse resp(scope, &ctx);
   PADDLE_ENFORCE(resp.Parse(msg) == 0, "parse bytebuffer to tensor error!");
-  var = resp.GetVar();
+  *var = resp.GetVar();
 }
 
 }  // namespace detail
diff --git a/paddle/fluid/operators/detail/sendrecvop_utils.h b/paddle/fluid/operators/detail/sendrecvop_utils.h
index b3b2b8469c..d795444084 100644
--- a/paddle/fluid/operators/detail/sendrecvop_utils.h
+++ b/paddle/fluid/operators/detail/sendrecvop_utils.h
@@ -51,7 +51,7 @@ void SerializeToByteBuffer(const std::string& name, framework::Variable* var,
 void DeserializeFromByteBuffer(const ::grpc::ByteBuffer& msg,
                                const platform::DeviceContext& ctx,
                                const framework::Scope* scope,
-                               framework::Variable*& var);
+                               framework::Variable** var);
 
 inline std::type_index ToTypeIndex(sendrecv::VariableMessage::Type type) {
   switch (type) {
diff --git a/paddle/fluid/operators/detail/serde_test.cc b/paddle/fluid/operators/detail/serde_test.cc
index ea1670e56f..6fb2369e6e 100644
--- a/paddle/fluid/operators/detail/serde_test.cc
+++ b/paddle/fluid/operators/detail/serde_test.cc
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #include <unistd.h>
 #include <string>
-#include <thread>
+#include <thread>  // NOLINT
 
-#include <google/protobuf/text_format.h>
+#include "google/protobuf/text_format.h"
 #include "gtest/gtest.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/tensor_util.h"
@@ -102,12 +102,12 @@ void RunSerdeTestSelectedRows(platform::Place place) {
   } else {
     tensor_data2 = const_cast<float*>(tensor2->data<float>());
   }
-  const int64_t* rows_data2 = rows2->data();
+  const size_t* rows_data2 = rows2->data();
 
   for (int i = 0; i < tensor_numel; ++i) {
     EXPECT_FLOAT_EQ(tensor_data2[i], 32.7);
   }
-  for (int i = 0; i < rows2->size(); ++i) {
+  for (size_t i = 0; i < rows2->size(); ++i) {
     EXPECT_EQ(rows_data2[i], i);
   }
   EXPECT_EQ(slr2->height(), 1000);
diff --git a/paddle/fluid/operators/detail/simple_block_queue.h b/paddle/fluid/operators/detail/simple_block_queue.h
index 36b58b0c67..69773e05df 100644
--- a/paddle/fluid/operators/detail/simple_block_queue.h
+++ b/paddle/fluid/operators/detail/simple_block_queue.h
@@ -14,9 +14,9 @@ limitations under the License. */
 
 #pragma once
 
-#include <condition_variable>
+#include <condition_variable>  // NOLINT
 #include <deque>
-#include <mutex>
+#include <mutex>  // NOLINT
 
 namespace paddle {
 namespace operators {
diff --git a/paddle/fluid/operators/detail/variable_response.cc b/paddle/fluid/operators/detail/variable_response.cc
index f59c9b50bb..7703658899 100644
--- a/paddle/fluid/operators/detail/variable_response.cc
+++ b/paddle/fluid/operators/detail/variable_response.cc
@@ -13,7 +13,13 @@
 // limitations under the License.
 
 #include "paddle/fluid/operators/detail/variable_response.h"
+
 #include <string.h>
+
+#include <string>
+#include <utility>
+#include <vector>
+
 #include "paddle/fluid/operators/detail/send_recv.pb.h"
 #include "paddle/fluid/operators/detail/sendrecvop_utils.h"
 
@@ -108,7 +114,8 @@ bool ReadRaw(::google::protobuf::io::CodedInputStream* input,
 
 bool VariableResponse::CopyLodTensorData(
     ::google::protobuf::io::CodedInputStream* input,
-    const platform::DeviceContext& ctx, framework::DDim& dims, int length) {
+    const platform::DeviceContext& ctx, const framework::DDim& dims,
+    int length) {
   auto var = scope_->FindVar(meta_.varname());
   auto* tensor = var->GetMutable<framework::LoDTensor>();
   tensor->Resize(dims);
@@ -144,14 +151,15 @@ inline framework::DDim GetDims(
 
 bool VariableResponse::CopySelectRowsTensorData(
     ::google::protobuf::io::CodedInputStream* input,
-    const platform::DeviceContext& ctx, framework::DDim& dims, int length) {
+    const platform::DeviceContext& ctx, const framework::DDim& dims,
+    int length) {
   auto var = scope_->FindVar(meta_.varname());
   auto* slr = var->GetMutable<framework::SelectedRows>();
   slr->set_height(meta_.slr_height());
   auto* tensor = slr->mutable_value();
   tensor->Resize(dims);
   PADDLE_ENFORCE_EQ(
-      tensor->numel(),
+      static_cast<size_t>(tensor->numel()),
       length / framework::SizeOfType(
                    paddle::operators::detail::ToTypeIndex(meta_.data_type())));
   void* tensor_data = tensor->mutable_data(
diff --git a/paddle/fluid/operators/detail/variable_response.h b/paddle/fluid/operators/detail/variable_response.h
index e121ed7bce..050b6b8401 100644
--- a/paddle/fluid/operators/detail/variable_response.h
+++ b/paddle/fluid/operators/detail/variable_response.h
@@ -14,6 +14,8 @@
 
 #pragma once
 
+#include <string>
+
 #include "paddle/fluid/framework/data_type.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/scope.h"
@@ -60,14 +62,14 @@ class VariableResponse {
  private:
   bool CopySelectRowsTensorData(::google::protobuf::io::CodedInputStream* input,
                                 const platform::DeviceContext& ctx,
-                                framework::DDim& dims, int length);
+                                const framework::DDim& dims, int length);
 
   bool CopySelectRowsData(::google::protobuf::io::CodedInputStream* input,
                           const platform::DeviceContext& ctx, int length);
 
   bool CopyLodTensorData(::google::protobuf::io::CodedInputStream* input,
                          const platform::DeviceContext& ctx,
-                         framework::DDim& dims, int length);
+                         const framework::DDim& dims, int length);
 
  private:
   const framework::Scope* scope_;

From ffa63974b91ba89bdc4d0dcc95b78ed5bc1c68aa Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Thu, 29 Mar 2018 18:51:09 +0800
Subject: [PATCH 11/79] compare the performance of unpinned memory and pinned
 memory

---
 paddle/fluid/memory/CMakeLists.txt        |  20 +--
 paddle/fluid/memory/pinned_memory_test.cu | 144 ++++++++++++++++++++++
 2 files changed, 156 insertions(+), 8 deletions(-)
 create mode 100644 paddle/fluid/memory/pinned_memory_test.cu

diff --git a/paddle/fluid/memory/CMakeLists.txt b/paddle/fluid/memory/CMakeLists.txt
index 1a61c48482..53fd8626fa 100644
--- a/paddle/fluid/memory/CMakeLists.txt
+++ b/paddle/fluid/memory/CMakeLists.txt
@@ -4,13 +4,17 @@ cc_library(memory SRCS memory.cc DEPS place enforce)
 cc_library(memcpy SRCS memcpy.cc DEPS place)
 
 cc_library(paddle_memory
-    DEPS
-    memory
-    memcpy
-    meta_data
-    meta_cache
-    memory_block
-    buddy_allocator
-    system_allocator)
+        DEPS
+        memory
+        memcpy
+        meta_data
+        meta_cache
+        memory_block
+        buddy_allocator
+        system_allocator)
 
 cc_test(memory_test SRCS memory_test.cc DEPS place paddle_memory)
+
+if (WITH_GPU)
+    nv_test(pinned_memory_test SRCS pinned_memory_test.cu  DEPS place paddle_memory)
+endif()
diff --git a/paddle/fluid/memory/pinned_memory_test.cu b/paddle/fluid/memory/pinned_memory_test.cu
new file mode 100644
index 0000000000..cba39cd407
--- /dev/null
+++ b/paddle/fluid/memory/pinned_memory_test.cu
@@ -0,0 +1,144 @@
+/* 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/memory/detail/memory_block.h"
+#include "paddle/fluid/memory/detail/meta_data.h"
+#include "paddle/fluid/memory/memcpy.h"
+#include "paddle/fluid/memory/memory.h"
+
+#include "paddle/fluid/platform/cpu_info.h"
+#include "paddle/fluid/platform/gpu_info.h"
+#include "paddle/fluid/platform/place.h"
+
+#include <gtest/gtest.h>
+#include <unordered_map>
+
+template <typename T>
+__global__ void Kernel(T* output, int dim) {
+  int tid = blockIdx.x * blockDim.x + threadIdx.x;
+  if (tid < dim) {
+    output[tid] = output[tid] * output[tid] / 100;
+  }
+}
+
+template <typename Place>
+void test_pinned_memory() {
+  Place cpu_place;
+  paddle::platform::CUDAPlace cuda_place;
+
+  const int data_size = 4096;
+  const int iteration = 10;
+
+  // create event start and end
+  cudaEvent_t start_e, stop_e, copying_e;
+  float elapsedTime = 0;
+  cudaEventCreate(&start_e);
+  cudaEventCreate(&stop_e);
+  cudaEventCreate(&copying_e);
+
+  // create computation stream, data copying stream
+  cudaStream_t computation_stream, copying_stream;
+  cudaStreamCreate(&computation_stream);
+  cudaStreamCreate(&copying_stream);
+
+  // create record event, pinned memory, gpu memory
+  std::vector<cudaEvent_t> record_event(iteration);
+  std::vector<float*> input_pinned_mem(iteration);
+  std::vector<float*> gpu_mem(iteration);
+  std::vector<float*> output_pinned_mem(iteration);
+
+  // initial data
+  for (int j = 0; j < iteration; ++j) {
+    cudaEventCreateWithFlags(&record_event[j], cudaEventDisableTiming);
+    cudaEventCreate(&(record_event[j]));
+    input_pinned_mem[j] = static_cast<float*>(
+        paddle::memory::Alloc(cpu_place, data_size * sizeof(float)));
+    output_pinned_mem[j] = static_cast<float*>(
+        paddle::memory::Alloc(cpu_place, data_size * sizeof(float)));
+    gpu_mem[j] = static_cast<float*>(
+        paddle::memory::Alloc(cuda_place, data_size * sizeof(float)));
+
+    for (int k = 0; k < data_size; ++k) {
+      input_pinned_mem[j][k] = k;
+    }
+  }
+
+  cudaEventRecord(start_e, computation_stream);
+
+  // computation
+  for (int m = 0; m < 30; ++m) {
+    for (int i = 0; i < iteration; ++i) {
+      // cpu -> GPU on computation stream.
+      // note: this operation is async for pinned memory.
+      paddle::memory::Copy(cuda_place, gpu_mem[i], cpu_place,
+                           input_pinned_mem[i], data_size * sizeof(float),
+                           computation_stream);
+
+      // call kernel on computation stream.
+      Kernel<<<4, 1024, 0, computation_stream>>>(gpu_mem[i], data_size);
+
+      // record event_computation on computation stream
+      cudaEventRecord(record_event[i], computation_stream);
+
+      // wait event_computation on copy stream.
+      // note: this operation is async.
+      cudaStreamWaitEvent(copying_stream, record_event[i], 0);
+
+      // copy data GPU->CPU, on copy stream.
+      // note: this operation is async for pinned memory.
+      paddle::memory::Copy(cpu_place, output_pinned_mem[i], cuda_place,
+                           gpu_mem[i], data_size * sizeof(float),
+                           copying_stream);
+    }
+  }
+
+  cudaEventRecord(copying_e, copying_stream);
+  cudaStreamWaitEvent(computation_stream, copying_e, 0);
+
+  cudaEventRecord(stop_e, computation_stream);
+
+  cudaEventSynchronize(start_e);
+  cudaEventSynchronize(stop_e);
+  cudaEventElapsedTime(&elapsedTime, start_e, stop_e);
+
+  std::cout << cpu_place << " "
+            << "time consume:" << elapsedTime / 30 << std::endl;
+
+  for (int l = 0; l < iteration; ++l) {
+    for (int k = 0; k < data_size; ++k) {
+      float temp = input_pinned_mem[l][k];
+      temp = temp * temp / 100;
+      EXPECT_FLOAT_EQ(temp, output_pinned_mem[l][k]);
+    }
+  }
+
+  // destroy resource
+  cudaEventDestroy(copying_e);
+  cudaEventDestroy(start_e);
+  cudaEventDestroy(stop_e);
+  for (int j = 0; j < 10; ++j) {
+    cudaEventDestroy((record_event[j]));
+    paddle::memory::Free(cpu_place, input_pinned_mem[j]);
+    paddle::memory::Free(cpu_place, output_pinned_mem[j]);
+    paddle::memory::Free(cuda_place, gpu_mem[j]);
+  }
+}
+
+TEST(CPUANDCUDAPinned, CPUAllocator) {
+  test_pinned_memory<paddle::platform::CPUPlace>();
+}
+
+TEST(CPUANDCUDAPinned, CUDAPinnedAllocator) {
+  test_pinned_memory<paddle::platform::CUDAPinnedPlace>();
+}
\ No newline at end of file

From 2945a98eb3355f5441862ab843bdbc25abb2d5c3 Mon Sep 17 00:00:00 2001
From: fengjiayi <fengjiayi@baidu.com>
Date: Sun, 1 Apr 2018 18:04:52 +0800
Subject: [PATCH 12/79] Make MultipleReader thread-safe

---
 .../fluid/operators/reader/open_files_op.cc   | 35 +++++++++++++------
 1 file changed, 25 insertions(+), 10 deletions(-)

diff --git a/paddle/fluid/operators/reader/open_files_op.cc b/paddle/fluid/operators/reader/open_files_op.cc
index b6ac7b21d5..eacedeea88 100644
--- a/paddle/fluid/operators/reader/open_files_op.cc
+++ b/paddle/fluid/operators/reader/open_files_op.cc
@@ -21,6 +21,22 @@ namespace reader {
 
 class MultipleReader : public framework::ReaderBase {
  public:
+  class ThreadBufferMap {
+   public:
+    std::vector<framework::LoDTensor>& operator[](
+        const std::thread::id& thread_id) {
+      std::lock_guard<std::mutex> lock(mutex_);
+      return buffer_[thread_id];
+    }
+
+    void Clear() { buffer_.clear(); }
+
+   private:
+    std::mutex mutex_;
+    std::unordered_map<std::thread::id, std::vector<framework::LoDTensor>>
+        buffer_;
+  };
+
   MultipleReader(const std::vector<std::string>& file_names,
                  const std::vector<framework::DDim>& dims, size_t thread_num)
       : file_names_(file_names), dims_(dims) {
@@ -47,28 +63,27 @@ class MultipleReader : public framework::ReaderBase {
   framework::Channel<size_t>* waiting_file_idx_;
   framework::Channel<size_t>* available_thread_idx_;
   framework::Channel<std::vector<framework::LoDTensor>>* buffer_;
-  mutable std::vector<framework::LoDTensor> local_buffer_;
+  mutable ThreadBufferMap thread_buffer_map_;
 };
 
 void MultipleReader::ReadNext(std::vector<framework::LoDTensor>* out) {
   if (!HasNext()) {
     PADDLE_THROW("There is no next data!");
   }
-
-  if (local_buffer_.empty()) {
-    buffer_->Receive(&local_buffer_);
-  }
-  *out = local_buffer_;
-  local_buffer_.clear();
+  auto& thread_local_buffer = thread_buffer_map_[std::this_thread::get_id()];
+  *out = thread_local_buffer;
+  thread_local_buffer.clear();
 }
 
 bool MultipleReader::HasNext() const {
-  return local_buffer_.empty() ? buffer_->Receive(&local_buffer_) : true;
+  auto& thread_local_buffer = thread_buffer_map_[std::this_thread::get_id()];
+  return thread_local_buffer.empty() ? buffer_->Receive(&thread_local_buffer)
+                                     : true;
 }
 
 void MultipleReader::ReInit() {
   EndScheduler();
-  local_buffer_.clear();
+  thread_buffer_map_.Clear();
   StartNewScheduler();
 }
 
@@ -176,7 +191,7 @@ class OpenFilesOp : public framework::OperatorBase {
     const auto& ranks = Attr<std::vector<int>>("ranks");
     PADDLE_ENFORCE(!shape_concat.empty() && !ranks.empty());
     PADDLE_ENFORCE_EQ(std::accumulate(ranks.begin(), ranks.end(), 0),
-                      int(shape_concat.size()),
+                      static_cast<int>(shape_concat.size()),
                       "The accumulate of all ranks should be equal to the "
                       "shape concat's length.");
     const auto& file_names = Attr<std::vector<std::string>>("file_names");

From 75bfdb3a3cfc526dcb5eb664ffcf2d20dd932c3c Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Mon, 2 Apr 2018 17:27:51 +0800
Subject: [PATCH 13/79] refine

---
 paddle/fluid/framework/executor.cc           |  2 +-
 paddle/fluid/operators/listen_and_serv_op.cc | 42 ++++++++++++--------
 2 files changed, 26 insertions(+), 18 deletions(-)

diff --git a/paddle/fluid/framework/executor.cc b/paddle/fluid/framework/executor.cc
index 96d9b49c87..16a118090b 100644
--- a/paddle/fluid/framework/executor.cc
+++ b/paddle/fluid/framework/executor.cc
@@ -279,7 +279,7 @@ std::unique_ptr<ExecutorPrepareContext> Executor::Prepare(
   return std::unique_ptr<ExecutorPrepareContext>(ctx);
 }
 
-std::vector<std::shared_ptr<ExecutorPrepareContext>> Prepare(
+std::vector<std::shared_ptr<ExecutorPrepareContext>> Executor::Prepare(
     const ProgramDesc& program, const std::vector<int>& block_ids) {
   std::vector<std::shared_ptr<ExecutorPrepareContext>> result;
   for (auto& bid : block_ids) {
diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index 6094c066f9..d4b0fa3aa1 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -54,20 +54,24 @@ static void CreateTensorFromMessageType(framework::Variable *var,
   }
 }
 
-static void ParallelExecuteBlocks(const std::vector<size_t> &parallel_blkids,
-                                  framework::Executor *executor,
-                                  framework::ProgramDesc *program,
-                                  framework::Scope *scope) {
+static void ParallelExecuteBlocks(
+    const std::vector<size_t> &parallel_blkids, framework::Executor *executor,
+    const std::vector<std::shared_ptr<framework::ExecutorPrepareContext>>
+        &prepared,
+    framework::ProgramDesc *program, framework::Scope *scope) {
   std::vector<std::future<void>> fs;
   for (size_t idx : parallel_blkids) {
-    fs.push_back(framework::Async([&executor, &program, &scope, idx]() {
-      int run_block = idx;  // thread local
-      try {
-        executor->Run(*program, scope, run_block, false, false);
-      } catch (std::exception &e) {
-        LOG(ERROR) << "run sub program error " << e.what();
-      }
-    }));
+    fs.push_back(
+        framework::Async([&executor, &prepared, &program, &scope, idx]() {
+          int run_block = idx;  // thread local
+          try {
+            // executor->Run(*program, scope, run_block, false, false);
+            executor->RunPreparedContext(prepared[run_block].get(), scope,
+                                         false, false);
+          } catch (std::exception &e) {
+            LOG(ERROR) << "run sub program error " << e.what();
+          }
+        }));
   }
   for (size_t i = 0; i < fs.size(); ++i) fs[i].wait();
 }
@@ -105,15 +109,18 @@ class ListenAndServOp : public framework::OperatorBase {
 
     auto *block = Attr<framework::BlockDesc *>(kOptimizeBlock);
     auto *program = block->Program();
-    int num_blocks = program->Size();
+    size_t num_blocks = program->Size();
     PADDLE_ENFORCE_GE(num_blocks, 2,
                       "server program should have at least 2 blocks");
 
     framework::Executor executor(dev_place);
     std::vector<int> block_list;
-    for (int blkid = 1; blkid < num_blocks; ++blkid)
+    for (size_t blkid = 1; blkid < num_blocks; ++blkid)
       block_list.push_back(blkid);
     auto prepared = executor.Prepare(*program, block_list);
+    prepared.insert(
+        prepared.begin(),
+        std::shared_ptr<framework::ExecutorPrepareContext>(nullptr));
 
     // TODO(typhoonzero): change this to a while_op for every cluster-batch.
     bool exit_flag = false;
@@ -161,21 +168,22 @@ class ListenAndServOp : public framework::OperatorBase {
 
       // The optimize blocks which have the same parent ID would run parallel
       // TODO(Yancey1989): need to use ParallelExecutor for future
-      size_t last_parent_blkid = program->Block(1).Parent();
+      int32_t last_parent_blkid = program->Block(1).Parent();
       std::vector<size_t> parallel_blkids;
       parallel_blkids.push_back(1);
       double ts = detail::GetTimestamp();
       for (size_t blkid = 2; blkid < num_blocks; ++blkid) {
         if (program->Block(blkid).Parent() != last_parent_blkid) {
           for (size_t idx : parallel_blkids) VLOG(3) << idx;
-          ParallelExecuteBlocks(parallel_blkids, &executor, program,
+          ParallelExecuteBlocks(parallel_blkids, &executor, prepared, program,
                                 &recv_scope);
           parallel_blkids.clear();
           last_parent_blkid = program->Block(blkid).Parent();
         }
         parallel_blkids.push_back(blkid);
       }
-      ParallelExecuteBlocks(parallel_blkids, &executor, program, &recv_scope);
+      ParallelExecuteBlocks(parallel_blkids, &executor, prepared, program,
+                            &recv_scope);
 
       VLOG(2) << "run all blocks spent (ms) " << detail::GetTimestamp() - ts;
 

From 2514d70ea77bd770068adc12f99b7eb7f1fcdaf8 Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Mon, 2 Apr 2018 23:19:00 +0800
Subject: [PATCH 14/79] follow comments

---
 paddle/fluid/memory/detail/system_allocator.cc | 10 +++++++++-
 paddle/fluid/memory/memory.cc                  |  9 ++++-----
 paddle/fluid/platform/cpu_info.cc              |  9 +++++----
 3 files changed, 18 insertions(+), 10 deletions(-)

diff --git a/paddle/fluid/memory/detail/system_allocator.cc b/paddle/fluid/memory/detail/system_allocator.cc
index 2463fdf483..bb6862990a 100644
--- a/paddle/fluid/memory/detail/system_allocator.cc
+++ b/paddle/fluid/memory/detail/system_allocator.cc
@@ -131,7 +131,12 @@ void* CUDAPinnedAllocator::Alloc(size_t& index, size_t size) {
   size_t usable =
       paddle::platform::CUDAPinnedMaxAllocSize() - cuda_pinnd_alloc_size_;
 
-  if (size > usable) return nullptr;
+  if (size > usable) {
+    LOG(WARNING) << "Cannot malloc " << size / 1024.0 / 1024.0
+                 << " MB pinned memory."
+                 << ", available " << usable / 1024.0 / 1024.0 << " MB";
+    return nullptr;
+  }
 
   void* p;
   // PINNED memory is visible to all CUDA contexts.
@@ -141,6 +146,9 @@ void* CUDAPinnedAllocator::Alloc(size_t& index, size_t size) {
     index = 1;  // PINNED memory
     cuda_pinnd_alloc_size_ += size;
     return p;
+  } else {
+    LOG(WARNING) << "cudaMallocHost failed.";
+    return nullptr;
   }
 
   return nullptr;
diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index 7b459fe4d0..dc6c362728 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -133,11 +133,10 @@ void* Alloc<platform::CUDAPinnedPlace>(platform::CUDAPinnedPlace place,
   auto* buddy_allocator = GetCUDAPinnedBuddyAllocator();
   void* ptr = buddy_allocator->Alloc(size);
 
-  //  if (ptr == nullptr) {
-  //    LOG(WARNING) << "Cannot allocate " << size << " bytes in CUDAPinnedPlace
-  //    "
-  //                 << ", available " << avail << " bytes"
-  //  }
+  if (ptr == nullptr) {
+    LOG(WARNING) << "cudaMallocHost Cannot allocate " << size
+                 << " bytes in CUDAPinnedPlace";
+  }
   return ptr;
 }
 
diff --git a/paddle/fluid/platform/cpu_info.cc b/paddle/fluid/platform/cpu_info.cc
index d44f1cadd2..4fc9aae8e3 100644
--- a/paddle/fluid/platform/cpu_info.cc
+++ b/paddle/fluid/platform/cpu_info.cc
@@ -27,9 +27,10 @@ DEFINE_double(fraction_of_cpu_memory_to_use, 1,
               "Default use 100% of CPU memory for PaddlePaddle,"
               "reserve the rest for page tables, etc");
 
-DEFINE_double(fraction_of_cuda_pinned_memory_to_use, 0.5,
-              "Default use 100% of CPU memory for PaddlePaddle,"
-              "reserve the rest for page tables, etc");
+DEFINE_double(
+    fraction_of_cuda_pinned_memory_to_use, 0.5,
+    "Default use 50% of CPU memory as the pinned_memory for PaddlePaddle,"
+    "reserve the rest for page tables, etc");
 
 namespace paddle {
 namespace platform {
@@ -78,7 +79,7 @@ size_t CUDAPinnedMinChunkSize() {
 }
 
 size_t CUDAPinnedMaxChunkSize() {
-  // Allow to allocate the maximum chunk size is roughly 0.39% of CUDA_PINNED
+  // Allow to allocate the maximum chunk size is roughly 1/256 of CUDA_PINNED
   // memory.
   return CUDAPinnedMaxAllocSize() / 256;
 }

From 2669aea67fffa9a0db1616f8f15a9c6b05be4352 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 13:07:44 +0800
Subject: [PATCH 15/79] sgd_op support optimize SelectedRows

---
 paddle/fluid/framework/selected_rows.cc |  12 ++-
 paddle/fluid/framework/selected_rows.h  |  13 ++-
 paddle/fluid/operators/sgd_op.cc        |  24 +++--
 paddle/fluid/operators/sgd_op.h         | 123 +++++++++++++++---------
 4 files changed, 121 insertions(+), 51 deletions(-)

diff --git a/paddle/fluid/framework/selected_rows.cc b/paddle/fluid/framework/selected_rows.cc
index 504344e937..162b0355b5 100644
--- a/paddle/fluid/framework/selected_rows.cc
+++ b/paddle/fluid/framework/selected_rows.cc
@@ -1,8 +1,11 @@
-/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
+/* 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.
@@ -13,6 +16,13 @@ limitations under the License. */
 
 namespace paddle {
 namespace framework {
+
+size_t GetIndex(const std::vector<int64_t>& rows, int64_t value) {
+  auto it = std::find(rows.begin(), rows.end(), value);
+  PADDLE_ENFORCE(it != rows.end(), "id should be in rows");
+  return static_cast<size_t>(std::distance(rows.begin(), it));
+}
+
 void SerializeToStream(std::ostream& os, const SelectedRows& selected_rows,
                        const platform::DeviceContext& dev_ctx) {
   {  // the 1st field, uint32_t version
diff --git a/paddle/fluid/framework/selected_rows.h b/paddle/fluid/framework/selected_rows.h
index c9c2c1bb72..e461b7bdc1 100644
--- a/paddle/fluid/framework/selected_rows.h
+++ b/paddle/fluid/framework/selected_rows.h
@@ -1,8 +1,11 @@
-/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
+/* 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.
@@ -10,6 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #pragma once
+
+#include <vector>
+
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/tensor.h"
 
@@ -59,6 +65,11 @@ class SelectedRows {
   int64_t height_;
 };
 
+/**
+ * Find the index of value in rows.
+ */
+size_t GetIndex(const std::vector<int64_t>& rows, int64_t value);
+
 /*
  * Serialize/Desiralize SelectedRows to std::ostream
  * You can pass ofstream or ostringstream to serilize to file
diff --git a/paddle/fluid/operators/sgd_op.cc b/paddle/fluid/operators/sgd_op.cc
index d0aa2f9cba..9cdc5b3f1e 100644
--- a/paddle/fluid/operators/sgd_op.cc
+++ b/paddle/fluid/operators/sgd_op.cc
@@ -43,9 +43,19 @@ class SGDOp : public framework::OperatorWithKernel {
  protected:
   framework::OpKernelType GetExpectedKernelType(
       const framework::ExecutionContext& ctx) const override {
-    return framework::OpKernelType(
-        framework::ToDataType(ctx.Input<framework::LoDTensor>("Param")->type()),
-        ctx.GetPlace());
+    auto* table_var = ctx.InputVar("Param");
+    if (table_var->IsType<framework::LoDTensor>()) {
+      return framework::OpKernelType(
+          framework::ToDataType(table_var->Get<framework::LoDTensor>().type()),
+          ctx.device_context());
+    } else if (table_var->IsType<framework::SelectedRows>()) {
+      return framework::OpKernelType(
+          framework::ToDataType(
+              table_var->Get<framework::SelectedRows>().value().type()),
+          ctx.device_context());
+    } else {
+      PADDLE_THROW("Param should be LoDTensor or SelectedRows");
+    }
   }
 };
 
@@ -53,10 +63,12 @@ class SGDOpMaker : public framework::OpProtoAndCheckerMaker {
  public:
   SGDOpMaker(OpProto* proto, OpAttrChecker* op_checker)
       : OpProtoAndCheckerMaker(proto, op_checker) {
-    AddInput("Param", "(Tensor) Input parameter");
+    AddInput("Param", "(Tensor or SelectedRows) Input parameter");
     AddInput("LearningRate", "(Tensor) Learning rate of SGD");
-    AddInput("Grad", "(Tensor) Input gradient");
-    AddOutput("ParamOut", "(Tensor) Output parameter");
+    AddInput("Grad", "(Tensor or SelectedRows) Input gradient");
+    AddOutput("ParamOut",
+              "(Tensor or SelectedRows, same with Param) "
+              "Output parameter, should share the same memory with Param");
     AddComment(R"DOC(
 
 SGD operator
diff --git a/paddle/fluid/operators/sgd_op.h b/paddle/fluid/operators/sgd_op.h
index 0ad8010794..237cd2f812 100644
--- a/paddle/fluid/operators/sgd_op.h
+++ b/paddle/fluid/operators/sgd_op.h
@@ -23,60 +23,97 @@ namespace operators {
 template <typename T>
 class SGDOpKernel : public framework::OpKernel<T> {
  public:
-  void Compute(const framework::ExecutionContext& ctx) const override {
-    auto* param = ctx.Input<framework::Tensor>("Param");
-    auto* param_out = ctx.Output<framework::Tensor>("ParamOut");
-    auto* learning_rate = ctx.Input<framework::Tensor>("LearningRate");
-
-    auto* grad_var = ctx.InputVar("Grad");
-    // Actually, all tensors are LoDTensor except SelectedRows.
-    if (grad_var->IsType<framework::LoDTensor>()) {
-      param_out->mutable_data<T>(ctx.GetPlace());
-      auto* grad = ctx.Input<framework::Tensor>("Grad");
-
-      auto p = framework::EigenVector<T>::Flatten(*param);
-      auto g = framework::EigenVector<T>::Flatten(*grad);
-      auto o = framework::EigenVector<T>::Flatten(*param_out);
-      auto* lr = learning_rate->data<T>();
-
-      o = p - lr[0] * g;
-    } else if (grad_var->IsType<framework::SelectedRows>()) {
-      // TODO(qijun): In Sparse SGD operator, in-place update is enforced.
-      // This manual optimization brings difficulty to track data dependency.
-      // It's better to find a more elegant solution.
-      PADDLE_ENFORCE_EQ(param, param_out);
-      auto* grad = ctx.Input<framework::SelectedRows>("Grad");
+  void Compute(const framework::ExecutionContext &ctx) const override {
+    const auto *learning_rate = ctx.Input<framework::Tensor>("LearningRate");
+
+    const auto *param_var = ctx.InputVar("Param");
+    const auto *grad_var = ctx.InputVar("Grad");
+
+    if (param_var->IsType<framework::LoDTensor>()) {
+      const auto *param = ctx.Input<framework::Tensor>("Param");
+      auto *param_out = ctx.Output<framework::Tensor>("ParamOut");
+
+      // Actually, all tensors are LoDTensor except SelectedRows.
+      if (grad_var->IsType<framework::LoDTensor>()) {
+        param_out->mutable_data<T>(ctx.GetPlace());
+        const auto *grad = ctx.Input<framework::Tensor>("Grad");
+
+        auto p = framework::EigenVector<T>::Flatten(*param);
+        auto g = framework::EigenVector<T>::Flatten(*grad);
+        auto o = framework::EigenVector<T>::Flatten(*param_out);
+        auto *lr = learning_rate->data<T>();
+
+        o = p - lr[0] * g;
+      } else if (grad_var->IsType<framework::SelectedRows>()) {
+        // TODO(qijun): In Sparse SGD operator, in-place update is enforced.
+        // This manual optimization brings difficulty to track data dependency.
+        // It's better to find a more elegant solution.
+        PADDLE_ENFORCE_EQ(param, param_out);
+        const auto *grad = ctx.Input<framework::SelectedRows>("Grad");
+
+        // for distributed training, a sparse var may be empty,
+        // just skip updating.
+        if (grad->rows().size() == 0) {
+          return;
+        }
+
+        auto grad_height = grad->height();
+        auto out_dims = param_out->dims();
+        PADDLE_ENFORCE_EQ(grad_height, out_dims[0]);
+
+        auto &grad_value = grad->value();
+        auto &grad_rows = grad->rows();
+
+        size_t grad_row_numel = grad_value.numel() / grad_rows.size();
+        PADDLE_ENFORCE_EQ(grad_row_numel, param_out->numel() / grad_height);
+
+        auto *grad_data = grad_value.data<T>();
+        auto *out_data = param_out->data<T>();
+        auto *lr = learning_rate->data<T>();
+        for (size_t i = 0; i < grad_rows.size(); i++) {
+          PADDLE_ENFORCE(grad_rows[i] < grad_height,
+                         "Input rows index should less than height");
+          for (int64_t j = 0; j < grad_row_numel; j++) {
+            out_data[grad_rows[i] * grad_row_numel + j] -=
+                lr[0] * grad_data[i * grad_row_numel + j];
+          }
+        }
+      } else {
+        PADDLE_THROW("Unsupported Variable Type of Grad");
+      }
+    } else if (param_var->IsType<framework::SelectedRows>()) {
+      PADDLE_ENFORCE(grad_var->IsType<framework::SelectedRows>(),
+                     "when param "
+                     "is SelectedRows, gradient should also be SelectedRows");
+      const auto &param = param_var->Get<framework::SelectedRows>();
+      auto *param_out = ctx.Output<framework::SelectedRows>("ParamOut");
+      const auto &grad = grad_var->Get<framework::SelectedRows>();
 
       // for distributed training, a sparse var may be empty,
       // just skip updating.
-      if (grad->rows().size() == 0) {
+      if (grad.rows().size() == 0) {
         return;
       }
 
-      auto in_height = grad->height();
-      auto out_dims = param_out->dims();
-      PADDLE_ENFORCE_EQ(in_height, out_dims[0]);
-
-      auto& in_value = grad->value();
-      auto& in_rows = grad->rows();
+      size_t param_row_width = param.value().numel() / param.rows().size();
+      size_t grad_row_width = grad.value().numel() / grad.rows().size();
+      PADDLE_ENFORCE_EQ(param_row_width, grad_row_width,
+                        "param_row should have the same size with grad_row");
 
-      int64_t in_row_numel = in_value.numel() / in_rows.size();
-      PADDLE_ENFORCE_EQ(in_row_numel, param_out->numel() / in_height);
-
-      auto* in_data = in_value.data<T>();
-      auto* out_data = param_out->data<T>();
-      auto* lr = learning_rate->data<T>();
-      for (size_t i = 0; i < in_rows.size(); i++) {
-        PADDLE_ENFORCE(in_rows[i] < in_height,
+      const auto *lr = learning_rate->data<T>();
+      const auto *grad_data = grad.value().data<T>();
+      auto *out_data = param_out->mutable_value()->data<T>();
+      for (size_t i = 0; i < grad.rows().size(); i++) {
+        PADDLE_ENFORCE(grad.rows()[i] < grad.height(),
                        "Input rows index should less than height");
-        for (int64_t j = 0; j < in_row_numel; j++) {
-          out_data[in_rows[i] * in_row_numel + j] -=
-              lr[0] * in_data[i * in_row_numel + j];
+        size_t id_index = framework::GetIndex(param.rows(), grad.rows()[i]);
+        for (int64_t j = 0; j < grad_row_width; j++) {
+          out_data[id_index * grad_row_width + j] -=
+              lr[0] * grad_data[i * grad_row_width + j];
         }
       }
-
     } else {
-      PADDLE_THROW("Unsupported Variable Type of Grad");
+      PADDLE_THROW("Unsupported Variable Type of Parameter");
     }
   }
 };

From b154f311b920200a8ff714bb5d4a34fa2e689a27 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 14:05:29 +0800
Subject: [PATCH 16/79] init TestSGDOpOptimizeSelectedRows

---
 .../fluid/tests/unittests/test_sgd_op.py      | 64 +++++++++++++++++++
 1 file changed, 64 insertions(+)

diff --git a/python/paddle/fluid/tests/unittests/test_sgd_op.py b/python/paddle/fluid/tests/unittests/test_sgd_op.py
index c498b23db1..b3fd636114 100644
--- a/python/paddle/fluid/tests/unittests/test_sgd_op.py
+++ b/python/paddle/fluid/tests/unittests/test_sgd_op.py
@@ -97,5 +97,69 @@ class TestSparseSGDOp(unittest.TestCase):
             self.check_with_place(place)
 
 
+class TestSGDOpOptimizeSelectedRows(unittest.TestCase):
+    def check_with_place(self, place):
+        scope = core.Scope()
+
+        # create and initialize Grad Variable
+        height = 10
+        rows = [0, 4, 7]
+        row_numel = 12
+
+        grad_selected_rows = scope.var('Grad').get_selected_rows()
+        grad_selected_rows.set_height(height)
+        grad_selected_rows.set_rows(rows)
+        np_array = np.ones((len(rows), row_numel)).astype("float32")
+        np_array[0, 0] = 2.0
+        np_array[2, 8] = 4.0
+
+        grad_tensor = grad_selected_rows.get_tensor()
+        grad_tensor.set(np_array, place)
+
+        # create and initialize Param Variable
+        param = scope.var('Param').get_tensor()
+        param_array = np.full((height, row_numel), 5.0).astype("float32")
+        param.set(param_array, place)
+
+        # create and initialize LeraningRate Variable
+        lr = scope.var('LearningRate').get_tensor()
+        lr_array = np.full((1), 2.0).astype("float32")
+        lr.set(lr_array, place)
+
+        # create and run sgd operator
+        sgd_op = Operator(
+            "sgd",
+            Param='Param',
+            Grad='Grad',
+            ParamOut='Param',
+            LearningRate='LearningRate')
+        sgd_op.run(scope, place)
+
+        # get and compare result
+        result_array = np.array(param)
+
+        # rows[0] = 0, 5.0 - 2.0 * 2.0
+        self.assertAlmostEqual(1.0, result_array[rows[0], 0])
+        # rows[0] = 0, 5.0 - 2.0 * 1.0
+        self.assertAlmostEqual(3.0, result_array[rows[0], 2])
+        # 5.0 - 2.0 * 0.0
+        self.assertAlmostEqual(5.0, result_array[1, 0])
+        # rows[1] = 4, 5.0 - 2.0 * 1.0
+        self.assertAlmostEqual(3.0, result_array[rows[1], 10])
+        # 5.0 - 2.0 * 0.0
+        self.assertAlmostEqual(5.0, result_array[5, 8])
+        # rows[2] = 7, 5.0 - 2.0 * 1.0
+        self.assertAlmostEqual(3.0, result_array[rows[2], 1])
+        # rows[2] = 7, 5.0 - 2.0 * 4.0
+        self.assertAlmostEqual(-3.0, result_array[rows[2], 8])
+
+    def test_sparse_sgd(self):
+        places = [core.CPUPlace()]
+        if core.is_compiled_with_cuda():
+            places.append(core.CUDAPlace(0))
+        for place in places:
+            self.check_with_place(place)
+
+
 if __name__ == "__main__":
     unittest.main()

From 94eea16e6de736f6b08c2cdf2b99c0057ccfbca5 Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Tue, 3 Apr 2018 15:02:45 +0800
Subject: [PATCH 17/79] fix sendrecv port bind

---
 paddle/fluid/operators/detail/grpc_server.cc |   9 +-
 paddle/fluid/operators/detail/grpc_server.h  |   3 +
 paddle/fluid/operators/listen_and_serv_op.cc | 272 ++++++++-----------
 paddle/fluid/operators/listen_and_serv_op.h  |  85 ++++++
 paddle/fluid/operators/send_recv_op_test.cc  |  27 +-
 5 files changed, 233 insertions(+), 163 deletions(-)
 create mode 100644 paddle/fluid/operators/listen_and_serv_op.h

diff --git a/paddle/fluid/operators/detail/grpc_server.cc b/paddle/fluid/operators/detail/grpc_server.cc
index 7c978b28b6..b81d374158 100644
--- a/paddle/fluid/operators/detail/grpc_server.cc
+++ b/paddle/fluid/operators/detail/grpc_server.cc
@@ -186,7 +186,8 @@ void AsyncGRPCServer::WaitClientGet(int count) {
 
 void AsyncGRPCServer::RunSyncUpdate() {
   ::grpc::ServerBuilder builder;
-  builder.AddListeningPort(address_, ::grpc::InsecureServerCredentials());
+  builder.AddListeningPort(address_, ::grpc::InsecureServerCredentials(),
+                           &selected_port_);
   builder.SetMaxSendMessageSize(std::numeric_limits<int>::max());
   builder.SetMaxReceiveMessageSize(std::numeric_limits<int>::max());
   builder.RegisterService(&service_);
@@ -196,7 +197,8 @@ void AsyncGRPCServer::RunSyncUpdate() {
   cq_prefetch_ = builder.AddCompletionQueue();
 
   server_ = builder.BuildAndStart();
-  LOG(INFO) << "Server listening on " << address_ << std::endl;
+  LOG(INFO) << "Server listening on " << address_
+            << " selected port: " << selected_port_;
 
   std::function<void()> send_register =
       std::bind(&AsyncGRPCServer::TryToRegisterNewSendOne, this);
@@ -242,6 +244,9 @@ void AsyncGRPCServer::TryToRegisterNewSendOne() {
     VLOG(3) << "shutdown, do not TryToRegisterNewSendOne";
     return;
   }
+  while (scope_ == nullptr) {
+    sleep(0.01);
+  }
   RequestSend* send = new RequestSend(&service_, cq_send_.get(), scope_,
                                       &var_recv_queue_, dev_ctx_);
   VLOG(4) << "Create RequestSend status:" << send->Status();
diff --git a/paddle/fluid/operators/detail/grpc_server.h b/paddle/fluid/operators/detail/grpc_server.h
index b0596d3cd1..014bbd0e7f 100644
--- a/paddle/fluid/operators/detail/grpc_server.h
+++ b/paddle/fluid/operators/detail/grpc_server.h
@@ -62,6 +62,8 @@ class AsyncGRPCServer final {
 
   void SetExecutor(framework::Executor *executor) { executor_ = executor; }
 
+  int GetSelectedPort() { return selected_port_; }
+
   const ReceivedMessage Get() { return this->var_recv_queue_.Pop(); }
 
   void Push(const std::string &msg_name) {
@@ -109,6 +111,7 @@ class AsyncGRPCServer final {
   int prefetch_blk_id_;
   framework::ProgramDesc *program_;
   framework::Executor *executor_;
+  int selected_port_;
 };
 
 };  // namespace detail
diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index b19add24e2..503ddd5d2f 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -12,185 +12,145 @@ 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 <stdint.h>
 #include <ostream>
+#include <thread>
 
-#include "paddle/fluid/framework/executor.h"
-#include "paddle/fluid/framework/lod_tensor.h"
-#include "paddle/fluid/framework/op_registry.h"
-#include "paddle/fluid/framework/threadpool.h"
-#include "paddle/fluid/operators/detail/grpc_server.h"
+#include "paddle/fluid/operators/listen_and_serv_op.h"
 
 namespace paddle {
 namespace operators {
 
-constexpr char kOptimizeBlock[] = "OptimizeBlock";
-
 void RunServer(std::shared_ptr<detail::AsyncGRPCServer> service) {
   service->RunSyncUpdate();
   VLOG(4) << "RunServer thread end";
 }
 
-static void CreateTensorFromMessageType(framework::Variable *var,
-                                        sendrecv::VarType var_type) {
-  if (var_type == sendrecv::VarType::LOD_TENSOR) {
-    var->GetMutable<framework::LoDTensor>();
-  } else if (var_type == sendrecv::VarType::SELECTED_ROWS) {
-    var->GetMutable<framework::SelectedRows>();
-  } else {
-    PADDLE_THROW(
-        "VariableMessage type %d is not in "
-        "[LoDTensor, SelectedRows]",
-        var_type);
-  }
+ListenAndServOp::ListenAndServOp(const std::string &type,
+                                 const framework::VariableNameMap &inputs,
+                                 const framework::VariableNameMap &outputs,
+                                 const framework::AttributeMap &attrs)
+    : OperatorBase(type, inputs, outputs, attrs) {}
+
+int ListenAndServOp::GetSelectedPort() {
+  return rpc_service_->GetSelectedPort();
 }
 
-static void ParallelExecuteBlocks(const std::vector<size_t> &parallel_blkids,
-                                  framework::Executor *executor,
-                                  framework::ProgramDesc *program,
-                                  framework::Scope *scope) {
-  std::vector<std::future<void>> fs;
-  for (size_t idx : parallel_blkids) {
-    fs.push_back(framework::Async([&executor, &program, &scope, idx]() {
-      int run_block = idx;  // thread local
-      try {
-        executor->Run(*program, scope, run_block, false, false);
-      } catch (std::exception &e) {
-        LOG(ERROR) << "run sub program error " << e.what();
-      }
-    }));
-  }
-  for (size_t i = 0; i < fs.size(); ++i) fs[i].wait();
+void ListenAndServOp::Stop() {
+  rpc_service_->Push(LISTEN_TERMINATE_MESSAGE);
+  server_thread_->join();
 }
 
-class ListenAndServOp : public framework::OperatorBase {
- public:
-  ListenAndServOp(const std::string &type,
-                  const framework::VariableNameMap &inputs,
-                  const framework::VariableNameMap &outputs,
-                  const framework::AttributeMap &attrs)
-      : OperatorBase(type, inputs, outputs, attrs) {
-    if (!rpc_service_) {
-      std::string endpoint = Attr<std::string>("endpoint");
-      rpc_service_.reset(new detail::AsyncGRPCServer(endpoint));
-      server_thread_.reset(new std::thread(RunServer, rpc_service_));
-    }
-  }
+void ListenAndServOp::RunImpl(const framework::Scope &scope,
+                              const platform::Place &dev_place) const {
+  platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
+  auto &dev_ctx = *pool.Get(dev_place);
+  framework::Scope &recv_scope = scope.NewScope();
+  LOG(INFO) << "created recv scope: " << &recv_scope;
 
-  void Stop() override {
-    rpc_service_->Push(LISTEN_TERMINATE_MESSAGE);
-    server_thread_->join();
+  if (!rpc_service_) {
+    std::string endpoint = Attr<std::string>("endpoint");
+    rpc_service_.reset(new detail::AsyncGRPCServer(endpoint));
   }
 
-  void RunImpl(const framework::Scope &scope,
-               const platform::Place &dev_place) const override {
-    platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
-    auto &dev_ctx = *pool.Get(dev_place);
-    framework::Scope &recv_scope = scope.NewScope();
-
-    // FIXME(Yancey1989): initialize rpc server with lazy mode.
-    rpc_service_->SetScope(&recv_scope);
-    rpc_service_->SetDevCtx(&dev_ctx);
-    auto ins = Inputs("X");
-    auto fan_in = Attr<int>("Fanin");
-
-    auto *block = Attr<framework::BlockDesc *>(kOptimizeBlock);
-    auto *program = block->Program();
-    int num_blocks = program->Size();
-    PADDLE_ENFORCE_GE(num_blocks, 2,
-                      "server program should have at least 2 blocks");
-
-    framework::Executor executor(dev_place);
-
-    // TODO(qiao) set proper fields for table lookup and update
-    rpc_service_->SetExecutor(&executor);
-    rpc_service_->SetPrefetchBlkdId(0);
-    rpc_service_->SetProgram(program);
-
-    // TODO(typhoonzero): change this to a while_op for every cluster-batch.
-    bool exit_flag = false;
-    // Record received sparse variables, so that
-    // we could reset those after execute optimize program
-    std::vector<framework::Variable *> sparse_vars;
-    while (!exit_flag) {
-      // Get from multiple trainers, we don't care about the order in which
-      // the gradients arrives, just add suffix 0~n and merge the gradient.
-      rpc_service_->SetCond(0);
-      size_t recv_var_cnt = 0;
-      int batch_barrier = 0;
-      while (batch_barrier != fan_in) {
-        const detail::ReceivedMessage v = rpc_service_->Get();
-        auto recv_var_name = v.first;
-        if (recv_var_name == LISTEN_TERMINATE_MESSAGE) {
-          LOG(INFO) << "received terminate message and exit";
-          exit_flag = true;
-          break;
-        } else if (recv_var_name == BATCH_BARRIER_MESSAGE) {
-          VLOG(3) << "recv batch barrier message";
-          batch_barrier++;
-          continue;
-        } else {
-          VLOG(3) << "received grad: " << recv_var_name;
-          recv_var_cnt++;
-          auto var = v.second->GetVar();
-          if (var == nullptr) {
-            LOG(ERROR) << "Can not find server side var: " << recv_var_name;
-            PADDLE_THROW("Can not find server side var");
-          }
-          if (var->IsType<framework::SelectedRows>()) {
-            sparse_vars.push_back(var);
-          }
-        }
-      }
-      if (exit_flag) {
-        rpc_service_->SetCond(1);
-        rpc_service_->ShutDown();
+  auto ins = Inputs("X");
+  auto fan_in = Attr<int>("Fanin");
+  auto *block = Attr<framework::BlockDesc *>(kOptimizeBlock);
+  auto *program = block->Program();
+  size_t num_blocks = program->Size();
+  PADDLE_ENFORCE_GE(num_blocks, 2,
+                    "server program should have at least 2 blocks");
+
+  framework::Executor executor(dev_place);
+
+  // FIXME(Yancey1989): initialize rpc server with lazy mode.
+  rpc_service_->SetScope(&recv_scope);
+  rpc_service_->SetDevCtx(&dev_ctx);
+  // TODO(qiao) set proper fields for table lookup and update
+  rpc_service_->SetExecutor(&executor);
+  rpc_service_->SetPrefetchBlkdId(0);
+  rpc_service_->SetProgram(program);
+  // start the server listening after all member initialized.
+  server_thread_.reset(new std::thread(RunServer, rpc_service_));
+  // FIXME(typhoonzero): do we need to wait until the server port is ready?
+  sleep(5);
+
+  // TODO(typhoonzero): change this to a while_op for every cluster-batch.
+  bool exit_flag = false;
+  // Record received sparse variables, so that
+  // we could reset those after execute optimize program
+  std::vector<framework::Variable *> sparse_vars;
+  while (!exit_flag) {
+    // Get from multiple trainers, we don't care about the order in which
+    // the gradients arrives, just add suffix 0~n and merge the gradient.
+    rpc_service_->SetCond(0);
+    size_t recv_var_cnt = 0;
+    int batch_barrier = 0;
+    while (batch_barrier != fan_in) {
+      const detail::ReceivedMessage v = rpc_service_->Get();
+      auto recv_var_name = v.first;
+      if (recv_var_name == LISTEN_TERMINATE_MESSAGE) {
+        LOG(INFO) << "received terminate message and exit";
+        exit_flag = true;
         break;
-      }
-
-      // NOTE: if is_gpu_place, CUDA kernels are laugched by multiple threads
-      // and this will still work.
-
-      // The optimize blocks which have the same parent ID would run parallel
-      // TODO(Yancey1989): need to use ParallelExecutor for future
-      size_t last_parent_blkid = program->Block(1).Parent();
-      std::vector<size_t> parallel_blkids;
-      parallel_blkids.push_back(1);
-      double ts = detail::GetTimestamp();
-      for (size_t blkid = 2; blkid < num_blocks; ++blkid) {
-        if (program->Block(blkid).Parent() != last_parent_blkid) {
-          for (size_t idx : parallel_blkids) VLOG(3) << idx;
-          ParallelExecuteBlocks(parallel_blkids, &executor, program,
-                                &recv_scope);
-          parallel_blkids.clear();
-          last_parent_blkid = program->Block(blkid).Parent();
+      } else if (recv_var_name == BATCH_BARRIER_MESSAGE) {
+        VLOG(3) << "recv batch barrier message";
+        batch_barrier++;
+        continue;
+      } else {
+        VLOG(3) << "received grad: " << recv_var_name;
+        recv_var_cnt++;
+        auto var = v.second->GetVar();
+        if (var == nullptr) {
+          LOG(ERROR) << "Can not find server side var: " << recv_var_name;
+          PADDLE_THROW("Can not find server side var");
+        }
+        if (var->IsType<framework::SelectedRows>()) {
+          sparse_vars.push_back(var);
         }
-        parallel_blkids.push_back(blkid);
-      }
-      ParallelExecuteBlocks(parallel_blkids, &executor, program, &recv_scope);
-
-      VLOG(3) << "run all blocks spent " << detail::GetTimestamp() - ts
-              << "(ms)";
-
-      // Reset the received sparse variables, the sum operator would not
-      // sum the input sparse variables which rows is empty at the next
-      // mini-batch.
-      // TODO(Yancey1989): move the reset action into an operator, we couldn't
-      // have any hide logic in the operator.
-      for (auto &var : sparse_vars) {
-        var->GetMutable<framework::SelectedRows>()->mutable_rows()->clear();
       }
+    }
+    if (exit_flag) {
       rpc_service_->SetCond(1);
-      // FIXME(typhoonzero): use another condition to sync wait clients get.
-      rpc_service_->WaitClientGet(fan_in);
-      sparse_vars.clear();
-    }  // while(true)
-  }
+      rpc_service_->ShutDown();
+      break;
+    }
 
- protected:
-  std::shared_ptr<detail::AsyncGRPCServer> rpc_service_;
-  std::shared_ptr<std::thread> server_thread_;
-};
+    // NOTE: if is_gpu_place, CUDA kernels are laugched by multiple threads
+    // and this will still work.
+
+    // The optimize blocks which have the same parent ID would run parallel
+    // TODO(Yancey1989): need to use ParallelExecutor for future
+    int32_t last_parent_blkid = program->Block(1).Parent();
+    std::vector<size_t> parallel_blkids;
+    parallel_blkids.push_back(1);
+    double ts = detail::GetTimestamp();
+    for (size_t blkid = 2; blkid < num_blocks; ++blkid) {
+      if (program->Block(blkid).Parent() != last_parent_blkid) {
+        for (size_t idx : parallel_blkids) VLOG(3) << idx;
+        ParallelExecuteBlocks(parallel_blkids, &executor, program, &recv_scope);
+        parallel_blkids.clear();
+        last_parent_blkid = program->Block(blkid).Parent();
+      }
+      parallel_blkids.push_back(blkid);
+    }
+    ParallelExecuteBlocks(parallel_blkids, &executor, program, &recv_scope);
+
+    VLOG(3) << "run all blocks spent " << detail::GetTimestamp() - ts << "(ms)";
+
+    // Reset the received sparse variables, the sum operator would not
+    // sum the input sparse variables which rows is empty at the next
+    // mini-batch.
+    // TODO(Yancey1989): move the reset action into an operator, we couldn't
+    // have any hide logic in the operator.
+    for (auto &var : sparse_vars) {
+      var->GetMutable<framework::SelectedRows>()->mutable_rows()->clear();
+    }
+    rpc_service_->SetCond(1);
+    // FIXME(typhoonzero): use another condition to sync wait clients get.
+    rpc_service_->WaitClientGet(fan_in);
+    sparse_vars.clear();
+  }  // while(true)
+}
 
 class ListenAndServOpMaker : public framework::OpProtoAndCheckerMaker {
  public:
diff --git a/paddle/fluid/operators/listen_and_serv_op.h b/paddle/fluid/operators/listen_and_serv_op.h
new file mode 100644
index 0000000000..4ebb8c3840
--- /dev/null
+++ b/paddle/fluid/operators/listen_and_serv_op.h
@@ -0,0 +1,85 @@
+/* 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 <stdint.h>
+#include <ostream>
+
+#include "paddle/fluid/framework/executor.h"
+#include "paddle/fluid/framework/lod_tensor.h"
+#include "paddle/fluid/framework/op_registry.h"
+#include "paddle/fluid/framework/threadpool.h"
+#include "paddle/fluid/operators/detail/grpc_server.h"
+
+namespace paddle {
+namespace operators {
+
+constexpr char kOptimizeBlock[] = "OptimizeBlock";
+
+void RunServer(std::shared_ptr<detail::AsyncGRPCServer> service);
+
+static void CreateTensorFromMessageType(framework::Variable *var,
+                                        sendrecv::VarType var_type) {
+  if (var_type == sendrecv::VarType::LOD_TENSOR) {
+    var->GetMutable<framework::LoDTensor>();
+  } else if (var_type == sendrecv::VarType::SELECTED_ROWS) {
+    var->GetMutable<framework::SelectedRows>();
+  } else {
+    PADDLE_THROW(
+        "VariableMessage type %d is not in "
+        "[LoDTensor, SelectedRows]",
+        var_type);
+  }
+}
+
+static void ParallelExecuteBlocks(const std::vector<size_t> &parallel_blkids,
+                                  framework::Executor *executor,
+                                  framework::ProgramDesc *program,
+                                  framework::Scope *scope) {
+  std::vector<std::future<void>> fs;
+  for (size_t idx : parallel_blkids) {
+    fs.push_back(framework::Async([&executor, &program, &scope, idx]() {
+      int run_block = idx;  // thread local
+      try {
+        executor->Run(*program, scope, run_block, false, false);
+      } catch (std::exception &e) {
+        LOG(ERROR) << "run sub program error " << e.what();
+      }
+    }));
+  }
+  for (size_t i = 0; i < fs.size(); ++i) fs[i].wait();
+}
+
+class ListenAndServOp : public framework::OperatorBase {
+ public:
+  ListenAndServOp(const std::string &type,
+                  const framework::VariableNameMap &inputs,
+                  const framework::VariableNameMap &outputs,
+                  const framework::AttributeMap &attrs);
+
+  int GetSelectedPort();
+
+  void Stop() override;
+
+  void RunImpl(const framework::Scope &scope,
+               const platform::Place &dev_place) const override;
+
+ protected:
+  mutable std::shared_ptr<detail::AsyncGRPCServer> rpc_service_;
+  mutable std::shared_ptr<std::thread> server_thread_;
+};
+
+}  // namespace operators
+}  // namespace paddle
diff --git a/paddle/fluid/operators/send_recv_op_test.cc b/paddle/fluid/operators/send_recv_op_test.cc
index 04392b3e05..542bc3fde2 100644
--- a/paddle/fluid/operators/send_recv_op_test.cc
+++ b/paddle/fluid/operators/send_recv_op_test.cc
@@ -20,6 +20,7 @@ limitations under the License. */
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/operator.h"
 #include "paddle/fluid/framework/program_desc.h"
+#include "paddle/fluid/operators/listen_and_serv_op.h"
 #include "paddle/fluid/operators/math/math_function.h"
 #include "paddle/fluid/operators/math/selected_rows_functor.h"
 #include "paddle/fluid/string/printf.h"
@@ -34,6 +35,7 @@ namespace m = paddle::operators::math;
 
 // global for simplicity.
 std::unique_ptr<f::OperatorBase> listen_and_serv_op;
+int selected_port;
 
 void InitTensorsInScope(f::Scope &scope, p::CPUPlace &place) {
   p::CPUDeviceContext ctx(place);
@@ -128,14 +130,16 @@ void StartServerNet(bool is_sparse) {
   AddOp("sum", {{"X", {"x0", "x1"}}}, {{"Out", {"Out"}}}, {}, optimize_block);
 
   f::AttributeMap attrs;
-  attrs.insert({"endpoint", std::string("127.0.0.1:6174")});
+  attrs.insert({"endpoint", std::string("127.0.0.1:0")});
   attrs.insert({"Fanin", 1});
   attrs.insert({"ParamList", std::vector<std::string>({"Out"})});
   attrs.insert({"GradList", std::vector<std::string>({"x1"})});
   attrs.insert({"OptimizeBlock", optimize_block});
   listen_and_serv_op =
       f::OpRegistry::CreateOp("listen_and_serv", {{"X", {"x1"}}}, {}, attrs);
+  LOG(INFO) << "selected port before run " << selected_port;
   listen_and_serv_op->Run(scope, place);
+  LOG(INFO) << "server exit";
 }
 
 TEST(SendRecvOp, CPUDense) {
@@ -149,12 +153,19 @@ TEST(SendRecvOp, CPUDense) {
   scope.Var("RPC_CLIENT_VAR");
 
   f::AttributeMap attrs;
-  attrs.insert({"endpoints", std::vector<std::string>({"127.0.0.1:6174"})});
-  attrs.insert({"epmap", std::vector<std::string>({"127.0.0.1:6174"})});
+  selected_port = static_cast<paddle::operators::ListenAndServOp *>(
+                      listen_and_serv_op.get())
+                      ->GetSelectedPort();
+  LOG(INFO) << "selected port " << selected_port;
+  std::string endpoint = paddle::string::Sprintf("127.0.0.1:%d", selected_port);
+  attrs.insert({"endpoints", std::vector<std::string>({endpoint})});
+  attrs.insert({"epmap", std::vector<std::string>({endpoint})});
   auto send_op = f::OpRegistry::CreateOp(
       "send", {{"X", {"x1"}}},
       {{"Out", {"Out"}}, {"RPCClient", {"RPC_CLIENT_VAR"}}}, attrs);
+  LOG(INFO) << "before run " << endpoint;
   send_op->Run(scope, place);
+  LOG(INFO) << "end run";
 
   auto in_var = scope.Var("x1");
   auto tensor = in_var->GetMutable<f::LoDTensor>();
@@ -167,6 +178,7 @@ TEST(SendRecvOp, CPUDense) {
   for (int64_t i = 0; i < target->numel(); ++i) {
     EXPECT_EQ(expected[i] * 2, actual[i]);
   }
+  LOG(INFO) << "before stop";
   listen_and_serv_op->Stop();
   server_thread.join();
   listen_and_serv_op.reset(nullptr);
@@ -182,8 +194,13 @@ TEST(SendRecvOp, CPUSparse) {
   InitSelectedRowsInScope(scope, place);
   scope.Var("RPC_CLIENT_VAR");
   f::AttributeMap attrs;
-  attrs.insert({"endpoints", std::vector<std::string>({"127.0.0.1:6174"})});
-  attrs.insert({"epmap", std::vector<std::string>({"127.0.0.1:6174"})});
+  selected_port = static_cast<paddle::operators::ListenAndServOp *>(
+                      listen_and_serv_op.get())
+                      ->GetSelectedPort();
+  LOG(INFO) << "selected port " << selected_port;
+  std::string endpoint = paddle::string::Sprintf("127.0.0.1:%d", selected_port);
+  attrs.insert({"endpoints", std::vector<std::string>({endpoint})});
+  attrs.insert({"epmap", std::vector<std::string>({endpoint})});
   auto send_op = f::OpRegistry::CreateOp(
       "send", {{"X", {"x1"}}},
       {{"Out", {"Out"}}, {"RPCClient", {"RPC_CLIENT_VAR"}}}, attrs);

From abb7deee39f023f16d2afdad9e369105e7be0744 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 15:03:34 +0800
Subject: [PATCH 18/79] optimize test_lookup_table_op.py

---
 .../paddle/fluid/tests/unittests/test_lookup_table_op.py  | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/python/paddle/fluid/tests/unittests/test_lookup_table_op.py b/python/paddle/fluid/tests/unittests/test_lookup_table_op.py
index 3f739afd25..f8d5785fbf 100644
--- a/python/paddle/fluid/tests/unittests/test_lookup_table_op.py
+++ b/python/paddle/fluid/tests/unittests/test_lookup_table_op.py
@@ -115,18 +115,18 @@ class TestLookupTableWIsSelectedRows(OpTest):
         w_array = np.ones((len(rows), row_numel)).astype("float32")
         for i in range(len(rows)):
             w_array[i] *= i
-        ids_tensor = w_selected_rows.get_tensor()
-        ids_tensor.set(w_array, place)
+        w_tensor = w_selected_rows.get_tensor()
+        w_tensor.set(w_array, place)
 
         # create Out Variable
-        Out_tensor = scope.var('Out').get_tensor()
+        out_tensor = scope.var('Out').get_tensor()
 
         # create and run lookup_table operator
         lookup_table = Operator("lookup_table", W='W', Ids='Ids', Out='Out')
         lookup_table.run(scope, place)
 
         # get result from Out
-        result_array = np.array(Out_tensor)
+        result_array = np.array(out_tensor)
         # all(): return True if all elements of the iterable are true (or if the iterable is empty)
         for idx, row in enumerate(ids_array):
             assert (row[0] == result_array[idx]).all()

From a994327fb158ee7692238fef6e29c7f1ed6dc1ca Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 15:39:46 +0800
Subject: [PATCH 19/79] add TestSGDOpOptimizeSelectedRows

---
 .../fluid/tests/unittests/test_sgd_op.py      | 63 ++++++++++---------
 1 file changed, 34 insertions(+), 29 deletions(-)

diff --git a/python/paddle/fluid/tests/unittests/test_sgd_op.py b/python/paddle/fluid/tests/unittests/test_sgd_op.py
index b3fd636114..191f21725c 100644
--- a/python/paddle/fluid/tests/unittests/test_sgd_op.py
+++ b/python/paddle/fluid/tests/unittests/test_sgd_op.py
@@ -101,31 +101,50 @@ class TestSGDOpOptimizeSelectedRows(unittest.TestCase):
     def check_with_place(self, place):
         scope = core.Scope()
 
+        row_width = 12
         # create and initialize Grad Variable
-        height = 10
-        rows = [0, 4, 7]
-        row_numel = 12
+        grad_height = 10
+        grad_rows = [0, 4, 7]
 
         grad_selected_rows = scope.var('Grad').get_selected_rows()
-        grad_selected_rows.set_height(height)
-        grad_selected_rows.set_rows(rows)
-        np_array = np.ones((len(rows), row_numel)).astype("float32")
-        np_array[0, 0] = 2.0
-        np_array[2, 8] = 4.0
+        grad_selected_rows.set_height(grad_height)
+        grad_selected_rows.set_rows(grad_rows)
+        grad_array = np.ones((len(grad_rows), row_width)).astype("float32")
+        grad_array[0, 0] = 2.0
+        grad_array[2, 8] = 4.0
 
         grad_tensor = grad_selected_rows.get_tensor()
-        grad_tensor.set(np_array, place)
+        grad_tensor.set(grad_array, place)
 
         # create and initialize Param Variable
-        param = scope.var('Param').get_tensor()
-        param_array = np.full((height, row_numel), 5.0).astype("float32")
-        param.set(param_array, place)
+        # create and initialize W Variable
+        param_rows = [0, 1, 2, 3, 4, 5, 6, 7]
+
+        # init Param
+        w_selected_rows = scope.var('Param').get_selected_rows()
+        w_selected_rows.set_height(len(param_rows))
+        w_selected_rows.set_rows(param_rows)
+        w_array = np.ones((len(param_rows), row_width)).astype("float32")
+        for i in range(len(param_rows)):
+            w_array[i] *= i
+        w_tensor = w_selected_rows.get_tensor()
+        w_tensor.set(w_array, place)
+
+        w_before_optimize = np.array(w_tensor)
+        print(w_before_optimize)
 
         # create and initialize LeraningRate Variable
+        lr_value = 0.1
         lr = scope.var('LearningRate').get_tensor()
-        lr_array = np.full((1), 2.0).astype("float32")
+        lr_array = np.full((1), lr_value).astype("float32")
         lr.set(lr_array, place)
 
+        # optimize with Python
+        w_after_optimize = np.copy(w_before_optimize)
+        for index, id in enumerate(grad_rows):
+            w_after_optimize[id] = w_before_optimize[
+                id] - lr_value * grad_array[index]
+
         # create and run sgd operator
         sgd_op = Operator(
             "sgd",
@@ -136,22 +155,8 @@ class TestSGDOpOptimizeSelectedRows(unittest.TestCase):
         sgd_op.run(scope, place)
 
         # get and compare result
-        result_array = np.array(param)
-
-        # rows[0] = 0, 5.0 - 2.0 * 2.0
-        self.assertAlmostEqual(1.0, result_array[rows[0], 0])
-        # rows[0] = 0, 5.0 - 2.0 * 1.0
-        self.assertAlmostEqual(3.0, result_array[rows[0], 2])
-        # 5.0 - 2.0 * 0.0
-        self.assertAlmostEqual(5.0, result_array[1, 0])
-        # rows[1] = 4, 5.0 - 2.0 * 1.0
-        self.assertAlmostEqual(3.0, result_array[rows[1], 10])
-        # 5.0 - 2.0 * 0.0
-        self.assertAlmostEqual(5.0, result_array[5, 8])
-        # rows[2] = 7, 5.0 - 2.0 * 1.0
-        self.assertAlmostEqual(3.0, result_array[rows[2], 1])
-        # rows[2] = 7, 5.0 - 2.0 * 4.0
-        self.assertAlmostEqual(-3.0, result_array[rows[2], 8])
+        result_array = np.array(w_tensor)
+        assert (result_array == w_after_optimize).all()
 
     def test_sparse_sgd(self):
         places = [core.CPUPlace()]

From af1d3f5bc085923a3000cb25185a24169694ee67 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 15:57:30 +0800
Subject: [PATCH 20/79] remove print

---
 python/paddle/fluid/tests/unittests/test_sgd_op.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/python/paddle/fluid/tests/unittests/test_sgd_op.py b/python/paddle/fluid/tests/unittests/test_sgd_op.py
index 191f21725c..4761b43548 100644
--- a/python/paddle/fluid/tests/unittests/test_sgd_op.py
+++ b/python/paddle/fluid/tests/unittests/test_sgd_op.py
@@ -131,7 +131,6 @@ class TestSGDOpOptimizeSelectedRows(unittest.TestCase):
         w_tensor.set(w_array, place)
 
         w_before_optimize = np.array(w_tensor)
-        print(w_before_optimize)
 
         # create and initialize LeraningRate Variable
         lr_value = 0.1

From 00f8e63b8d4577c77ebafb14909e9ca20e57bb3b Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Tue, 3 Apr 2018 17:35:02 +0800
Subject: [PATCH 21/79] update

---
 paddle/fluid/operators/CMakeLists.txt        |  1 +
 paddle/fluid/operators/detail/grpc_server.cc |  3 --
 paddle/fluid/operators/listen_and_serv_op.cc | 33 +++++++++++++++++++-
 paddle/fluid/operators/listen_and_serv_op.h  | 32 -------------------
 4 files changed, 33 insertions(+), 36 deletions(-)

diff --git a/paddle/fluid/operators/CMakeLists.txt b/paddle/fluid/operators/CMakeLists.txt
index 9ed79453b9..952ac8b1dc 100644
--- a/paddle/fluid/operators/CMakeLists.txt
+++ b/paddle/fluid/operators/CMakeLists.txt
@@ -193,6 +193,7 @@ if(WITH_DISTRIBUTE)
     set_source_files_properties(send_vars_op.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
     op_library(send_barrier_op DEPS ${DISTRIBUTE_DEPS})
     set_source_files_properties(send_barrier_op.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
+    set_source_files_properties(send_recv_op_test.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
     cc_test(test_send_recv SRCS send_recv_op_test.cc DEPS prefetch_op send_op listen_and_serv_op sum_op executor)
 else()
     set(DEPS_OPS ${DEPS_OPS} send_op prefetch_op recv_op listen_and_serv_op send_vars_op send_barrier_op)
diff --git a/paddle/fluid/operators/detail/grpc_server.cc b/paddle/fluid/operators/detail/grpc_server.cc
index b81d374158..1515004d97 100644
--- a/paddle/fluid/operators/detail/grpc_server.cc
+++ b/paddle/fluid/operators/detail/grpc_server.cc
@@ -244,9 +244,6 @@ void AsyncGRPCServer::TryToRegisterNewSendOne() {
     VLOG(3) << "shutdown, do not TryToRegisterNewSendOne";
     return;
   }
-  while (scope_ == nullptr) {
-    sleep(0.01);
-  }
   RequestSend* send = new RequestSend(&service_, cq_send_.get(), scope_,
                                       &var_recv_queue_, dev_ctx_);
   VLOG(4) << "Create RequestSend status:" << send->Status();
diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index 503ddd5d2f..611457e6d6 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -25,6 +25,38 @@ void RunServer(std::shared_ptr<detail::AsyncGRPCServer> service) {
   VLOG(4) << "RunServer thread end";
 }
 
+static void CreateTensorFromMessageType(framework::Variable *var,
+                                        sendrecv::VarType var_type) {
+  if (var_type == sendrecv::VarType::LOD_TENSOR) {
+    var->GetMutable<framework::LoDTensor>();
+  } else if (var_type == sendrecv::VarType::SELECTED_ROWS) {
+    var->GetMutable<framework::SelectedRows>();
+  } else {
+    PADDLE_THROW(
+        "VariableMessage type %d is not in "
+        "[LoDTensor, SelectedRows]",
+        var_type);
+  }
+}
+
+static void ParallelExecuteBlocks(const std::vector<size_t> &parallel_blkids,
+                                  framework::Executor *executor,
+                                  framework::ProgramDesc *program,
+                                  framework::Scope *scope) {
+  std::vector<std::future<void>> fs;
+  for (size_t idx : parallel_blkids) {
+    fs.push_back(framework::Async([&executor, &program, &scope, idx]() {
+      int run_block = idx;  // thread local
+      try {
+        executor->Run(*program, scope, run_block, false, false);
+      } catch (std::exception &e) {
+        LOG(ERROR) << "run sub program error " << e.what();
+      }
+    }));
+  }
+  for (size_t i = 0; i < fs.size(); ++i) fs[i].wait();
+}
+
 ListenAndServOp::ListenAndServOp(const std::string &type,
                                  const framework::VariableNameMap &inputs,
                                  const framework::VariableNameMap &outputs,
@@ -62,7 +94,6 @@ void ListenAndServOp::RunImpl(const framework::Scope &scope,
 
   framework::Executor executor(dev_place);
 
-  // FIXME(Yancey1989): initialize rpc server with lazy mode.
   rpc_service_->SetScope(&recv_scope);
   rpc_service_->SetDevCtx(&dev_ctx);
   // TODO(qiao) set proper fields for table lookup and update
diff --git a/paddle/fluid/operators/listen_and_serv_op.h b/paddle/fluid/operators/listen_and_serv_op.h
index 4ebb8c3840..0da87afc96 100644
--- a/paddle/fluid/operators/listen_and_serv_op.h
+++ b/paddle/fluid/operators/listen_and_serv_op.h
@@ -30,38 +30,6 @@ constexpr char kOptimizeBlock[] = "OptimizeBlock";
 
 void RunServer(std::shared_ptr<detail::AsyncGRPCServer> service);
 
-static void CreateTensorFromMessageType(framework::Variable *var,
-                                        sendrecv::VarType var_type) {
-  if (var_type == sendrecv::VarType::LOD_TENSOR) {
-    var->GetMutable<framework::LoDTensor>();
-  } else if (var_type == sendrecv::VarType::SELECTED_ROWS) {
-    var->GetMutable<framework::SelectedRows>();
-  } else {
-    PADDLE_THROW(
-        "VariableMessage type %d is not in "
-        "[LoDTensor, SelectedRows]",
-        var_type);
-  }
-}
-
-static void ParallelExecuteBlocks(const std::vector<size_t> &parallel_blkids,
-                                  framework::Executor *executor,
-                                  framework::ProgramDesc *program,
-                                  framework::Scope *scope) {
-  std::vector<std::future<void>> fs;
-  for (size_t idx : parallel_blkids) {
-    fs.push_back(framework::Async([&executor, &program, &scope, idx]() {
-      int run_block = idx;  // thread local
-      try {
-        executor->Run(*program, scope, run_block, false, false);
-      } catch (std::exception &e) {
-        LOG(ERROR) << "run sub program error " << e.what();
-      }
-    }));
-  }
-  for (size_t i = 0; i < fs.size(); ++i) fs[i].wait();
-}
-
 class ListenAndServOp : public framework::OperatorBase {
  public:
   ListenAndServOp(const std::string &type,

From 44c29abdbf76ddaa8c0fb9fc4a060f034b8d4a13 Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Tue, 3 Apr 2018 17:40:47 +0800
Subject: [PATCH 22/79] remove comments

---
 paddle/fluid/operators/listen_and_serv_op.cc | 1 -
 1 file changed, 1 deletion(-)

diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index d4b0fa3aa1..11eab6f78f 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -65,7 +65,6 @@ static void ParallelExecuteBlocks(
         framework::Async([&executor, &prepared, &program, &scope, idx]() {
           int run_block = idx;  // thread local
           try {
-            // executor->Run(*program, scope, run_block, false, false);
             executor->RunPreparedContext(prepared[run_block].get(), scope,
                                          false, false);
           } catch (std::exception &e) {

From 31e8d807d9dfa8682bdc8e5a0fc80fa34b577171 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 18:52:12 +0800
Subject: [PATCH 23/79] optimize code

---
 paddle/fluid/framework/selected_rows.cc  |  6 ------
 paddle/fluid/framework/selected_rows.h   | 14 +++++++++-----
 paddle/fluid/operators/lookup_table_op.h | 18 ++++++++----------
 paddle/fluid/operators/sgd_op.h          |  2 +-
 4 files changed, 18 insertions(+), 22 deletions(-)

diff --git a/paddle/fluid/framework/selected_rows.cc b/paddle/fluid/framework/selected_rows.cc
index 162b0355b5..d9d6b7dd67 100644
--- a/paddle/fluid/framework/selected_rows.cc
+++ b/paddle/fluid/framework/selected_rows.cc
@@ -17,12 +17,6 @@ limitations under the License. */
 namespace paddle {
 namespace framework {
 
-size_t GetIndex(const std::vector<int64_t>& rows, int64_t value) {
-  auto it = std::find(rows.begin(), rows.end(), value);
-  PADDLE_ENFORCE(it != rows.end(), "id should be in rows");
-  return static_cast<size_t>(std::distance(rows.begin(), it));
-}
-
 void SerializeToStream(std::ostream& os, const SelectedRows& selected_rows,
                        const platform::DeviceContext& dev_ctx) {
   {  // the 1st field, uint32_t version
diff --git a/paddle/fluid/framework/selected_rows.h b/paddle/fluid/framework/selected_rows.h
index 2979d40870..8e2d9470d3 100644
--- a/paddle/fluid/framework/selected_rows.h
+++ b/paddle/fluid/framework/selected_rows.h
@@ -50,6 +50,15 @@ class SelectedRows {
 
   void set_rows(const Vector<int64_t>& rows) { rows_ = rows; }
 
+  /**
+   * get the index of id in rows
+   */
+  int64_t index(int64_t id) const {
+    auto it = std::find(rows_.begin(), rows_.end(), id);
+    PADDLE_ENFORCE(it != rows_.end(), "id should be in rows");
+    return static_cast<int64_t>(std::distance(rows_.begin(), it));
+  }
+
   DDim GetCompleteDims() const {
     std::vector<int64_t> dims = vectorize(value_->dims());
     dims[0] = height_;
@@ -65,11 +74,6 @@ class SelectedRows {
   int64_t height_;
 };
 
-/**
- * Find the index of value in rows.
- */
-size_t GetIndex(const std::vector<int64_t>& rows, int64_t value);
-
 /*
  * Serialize/Desiralize SelectedRows to std::ostream
  * You can pass ofstream or ostringstream to serilize to file
diff --git a/paddle/fluid/operators/lookup_table_op.h b/paddle/fluid/operators/lookup_table_op.h
index fff5edda62..cb088c267b 100644
--- a/paddle/fluid/operators/lookup_table_op.h
+++ b/paddle/fluid/operators/lookup_table_op.h
@@ -30,13 +30,7 @@ using LoDTensor = framework::LoDTensor;
 using SelectedRows = framework::SelectedRows;
 using DDim = framework::DDim;
 
-static constexpr int64_t kNoPadding = -1;
-
-inline size_t getIndex(const std::vector<int64_t> &rows, int64_t value) {
-  auto it = std::find(rows.begin(), rows.end(), value);
-  PADDLE_ENFORCE(it != rows.end(), "id should be in rows");
-  return static_cast<size_t>(std::distance(rows.begin(), it));
-}
+constexpr int64_t kNoPadding = -1;
 
 template <typename T>
 class LookupTableKernel : public framework::OpKernel<T> {
@@ -55,7 +49,9 @@ class LookupTableKernel : public framework::OpKernel<T> {
       auto *table_t = context.Input<SelectedRows>("W");
       table_dim = table_t->value().dims();
     } else {
-      PADDLE_THROW("table only support LoDTensor and SelectedRows");
+      PADDLE_THROW(
+          "The parameter W of a LookupTable "
+          "must be either LoDTensor or SelectedRows");
     }
 
     int64_t *ids;
@@ -107,7 +103,7 @@ class LookupTableKernel : public framework::OpKernel<T> {
           memset(output + i * row_width, 0, row_width * sizeof(T));
         } else {
           PADDLE_ENFORCE_GE(ids[i], 0);
-          auto id_index = getIndex(table_t.rows(), ids[i]);
+          auto id_index = table_t.index(ids[i]);
           memcpy(output + i * row_width, table + id_index * row_width,
                  row_width * sizeof(T));
         }
@@ -128,7 +124,9 @@ class LookupTableGradKernel : public framework::OpKernel<T> {
       auto *table_t = context.Input<SelectedRows>("W");
       table_dim = table_t->value().dims();
     } else {
-      PADDLE_THROW("table only support LoDTensor and SelectedRows");
+      PADDLE_THROW(
+          "The parameter W of a LookupTable "
+          "must be either LoDTensor or SelectedRows");
     }
 
     bool is_sparse = context.Attr<bool>("is_sparse");
diff --git a/paddle/fluid/operators/sgd_op.h b/paddle/fluid/operators/sgd_op.h
index 237cd2f812..8d2bdf7590 100644
--- a/paddle/fluid/operators/sgd_op.h
+++ b/paddle/fluid/operators/sgd_op.h
@@ -106,7 +106,7 @@ class SGDOpKernel : public framework::OpKernel<T> {
       for (size_t i = 0; i < grad.rows().size(); i++) {
         PADDLE_ENFORCE(grad.rows()[i] < grad.height(),
                        "Input rows index should less than height");
-        size_t id_index = framework::GetIndex(param.rows(), grad.rows()[i]);
+        int64_t id_index = param.index(grad.rows()[i]);
         for (int64_t j = 0; j < grad_row_width; j++) {
           out_data[id_index * grad_row_width + j] -=
               lr[0] * grad_data[i * grad_row_width + j];

From cbfec1f7d614835b806e0f37adb1cfcd8b15b444 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Tue, 3 Apr 2018 19:56:19 +0800
Subject: [PATCH 24/79] diable test of sparse_parameter_sgd on GPU

---
 python/paddle/fluid/tests/unittests/test_sgd_op.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/python/paddle/fluid/tests/unittests/test_sgd_op.py b/python/paddle/fluid/tests/unittests/test_sgd_op.py
index 4761b43548..3126293f9d 100644
--- a/python/paddle/fluid/tests/unittests/test_sgd_op.py
+++ b/python/paddle/fluid/tests/unittests/test_sgd_op.py
@@ -157,10 +157,9 @@ class TestSGDOpOptimizeSelectedRows(unittest.TestCase):
         result_array = np.array(w_tensor)
         assert (result_array == w_after_optimize).all()
 
-    def test_sparse_sgd(self):
+    def test_sparse_parameter_sgd(self):
         places = [core.CPUPlace()]
-        if core.is_compiled_with_cuda():
-            places.append(core.CUDAPlace(0))
+        # do not support GPU kernel currently
         for place in places:
             self.check_with_place(place)
 

From 2811ea4440c8dd3ecaedc7476f9a7c0cb1519a2c Mon Sep 17 00:00:00 2001
From: mozga-intel <mateusz.ozga@intel.com>
Date: Wed, 28 Mar 2018 10:45:52 +0200
Subject: [PATCH 25/79] Implementation of MKLDNN FC

---
 paddle/fluid/operators/CMakeLists.txt         |  29 +-
 paddle/fluid/operators/fc_mkldnn_op.cc        | 410 ++++++++++++++++++
 paddle/fluid/operators/fc_mkldnn_op.h         |  47 ++
 python/paddle/fluid/layers/nn.py              |  32 +-
 .../fluid/tests/unittests/test_fc_op.py       |  99 +++++
 5 files changed, 603 insertions(+), 14 deletions(-)
 create mode 100644 paddle/fluid/operators/fc_mkldnn_op.cc
 create mode 100644 paddle/fluid/operators/fc_mkldnn_op.h
 create mode 100644 python/paddle/fluid/tests/unittests/test_fc_op.py

diff --git a/paddle/fluid/operators/CMakeLists.txt b/paddle/fluid/operators/CMakeLists.txt
index 9ed79453b9..6c79998f07 100644
--- a/paddle/fluid/operators/CMakeLists.txt
+++ b/paddle/fluid/operators/CMakeLists.txt
@@ -1,6 +1,14 @@
 file(GLOB GENERAL_OPS RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*_op.cc")
-string(REPLACE "_mkldnn" "" GENERAL_OPS "${GENERAL_OPS}")
 string(REPLACE ".cc" "" GENERAL_OPS "${GENERAL_OPS}")
+if(WITH_MKLDNN)
+    string(REPLACE "_mkldnn" "" GENERAL_OPS "${GENERAL_OPS}")
+else()
+    foreach(item ${GENERAL_OPS})
+        if(${item} MATCHES ".*_mkldnn_op")
+            list(REMOVE_ITEM GENERAL_OPS ${item})
+        endif()
+    endforeach(item)
+endif()
 list(REMOVE_DUPLICATES GENERAL_OPS)
 set(DEPS_OPS "")
 set(pybind_file ${PADDLE_SOURCE_DIR}/paddle/fluid/pybind/pybind.h)
@@ -80,7 +88,12 @@ function(op_library TARGET)
     endif()
 
     list(LENGTH cc_srcs cc_srcs_len)
-    if (${cc_srcs_len} EQUAL 0)
+    if(WITH_MKLDNN)
+        list(LENGTH mkldnn_cc_srcs mkldnn_cc_srcs_len)
+        if (${cc_srcs_len} EQUAL 0 AND ${mkldnn_cc_srcs_len} EQUAL 0)
+            message(FATAL_ERROR "The op library ${TARGET} should contains at least one .cc file")
+        endif()
+    elseif(${cc_srcs_len} EQUAL 0)
         message(FATAL_ERROR "The op library ${TARGET} should contains at least one .cc file")
     endif()
 
@@ -109,7 +122,16 @@ function(op_library TARGET)
     # The registration of USE_OP, please refer to paddle/fluid/framework/op_registry.h.
     # Note that it's enough to just adding one operator to pybind in a *_op.cc file.
     # And for detail pybind information, please see generated paddle/pybind/pybind.h.
-    file(READ ${TARGET}.cc TARGET_CONTENT)
+    # This replacing is needed, when the CPU's kernel doesn't exist.
+    string(REPLACE "_op" "_mkldnn_op" target_mkldnn_file "${TARGET}")
+    if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cc)
+        file(READ ${TARGET}.cc TARGET_CONTENT)
+    elseif(WITH_MKLDNN AND EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${target_mkldnn_file}.cc)
+        file(READ ${target_mkldnn_file}.cc TARGET_CONTENT)
+    else() 
+        message(FATAL_ERROR "Cannot read the ${TARGET} file from ${CMAKE_CURRENT_SOURCE_DIR}")
+    endif()
+
     string(REGEX MATCH "REGISTER_OP\\(.*REGISTER_OP\\(" multi_register "${TARGET_CONTENT}")
     string(REGEX MATCH "REGISTER_OP\\([a-z0-9_]*," one_register "${multi_register}")
     if (one_register STREQUAL "")
@@ -224,7 +246,6 @@ op_library(recurrent_op DEPS executor)
 op_library(warpctc_op DEPS dynload_warpctc sequence_padding sequence_scale)
 op_library(cos_sim_op DEPS cos_sim_functor)
 op_library(parallel_do_op DEPS executor)
-
 if (WITH_GPU)
     op_library(conv_op DEPS vol2col depthwise_conv im2col)
 else()
diff --git a/paddle/fluid/operators/fc_mkldnn_op.cc b/paddle/fluid/operators/fc_mkldnn_op.cc
new file mode 100644
index 0000000000..48655d36fc
--- /dev/null
+++ b/paddle/fluid/operators/fc_mkldnn_op.cc
@@ -0,0 +1,410 @@
+/* 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/operators/fc_mkldnn_op.h"
+#include "paddle/fluid/framework/tensor.h"
+#include "paddle/fluid/platform/device_context.h"
+#include "paddle/fluid/platform/mkldnn_helper.h"
+
+namespace paddle {
+namespace operators {
+
+using paddle::framework::Tensor;
+using paddle::platform::MKLDNNDeviceContext;
+
+void FCOp::InferShape(framework::InferShapeContext* ctx) const {
+  PADDLE_ENFORCE(ctx->HasInput("Input"),
+                 "X(Input) of Fully Connected should not be null.");
+  PADDLE_ENFORCE(ctx->HasOutput("Out"),
+                 "Out(Output) of Fully Connected should not be null.");
+  PADDLE_ENFORCE(ctx->HasInput("W"),
+                 "W(Input) of Fully Connected should not be null.");
+
+  auto in_dims = ctx->GetInputDim("Input");
+  auto w_dims = ctx->GetInputDim("W");
+  std::vector<int64_t> output_shape({in_dims[0], w_dims[1]});
+
+  PADDLE_ENFORCE(in_dims.size() == 4,
+                 "Fully Connected input should be 4-D tensor.");
+
+  PADDLE_ENFORCE(w_dims.size() == 2,
+                 "Fully Connected input should be 2-D tensor.");
+
+  ctx->SetOutputDim("Out", framework::make_ddim(output_shape));
+  ctx->ShareLoD("Input", "Out");
+}
+
+framework::OpKernelType FCOp::GetExpectedKernelType(
+    const framework::ExecutionContext& ctx) const {
+  framework::LibraryType library{framework::LibraryType::kMKLDNN};
+
+  std::string data_format = ctx.Attr<std::string>("data_format");
+  framework::DataLayout layout = framework::StringToDataLayout(data_format);
+
+  return framework::OpKernelType(
+      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
+      layout, library);
+}
+
+void FCOpGrad::InferShape(framework::InferShapeContext* ctx) const {
+  auto in_dims = ctx->GetInputDim("Input");
+  auto w_dims = ctx->GetInputDim("W");
+
+  if (ctx->HasOutput(framework::GradVarName("Input"))) {
+    ctx->SetOutputDim(framework::GradVarName("Input"), in_dims);
+  }
+  if (ctx->HasOutput(framework::GradVarName("W"))) {
+    ctx->SetOutputDim(framework::GradVarName("W"), w_dims);
+  }
+}
+
+framework::OpKernelType FCOpGrad::GetExpectedKernelType(
+    const framework::ExecutionContext& ctx) const {
+  framework::LibraryType library{framework::LibraryType::kMKLDNN};
+
+  std::string data_format = ctx.Attr<std::string>("data_format");
+  framework::DataLayout layout = framework::StringToDataLayout(data_format);
+
+  return framework::OpKernelType(
+      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
+      layout, library);
+}
+
+class FCOpMaker : public framework::OpProtoAndCheckerMaker {
+ public:
+  FCOpMaker(OpProto* proto, OpAttrChecker* op_checker)
+      : OpProtoAndCheckerMaker(proto, op_checker) {
+    AddInput(
+        "Input",
+        "(Tensor) The input tensor of fully connected operator. "
+        "The format of input tensor is NCHW, where N is batch size, C is the "
+        "number of channels, H is the height of the feature, "
+        "and W is the width of the feature.");
+    AddInput("W", "(Tensor), The second input tensor of fc op.");
+    AddOutput("Out",
+              "(Tensor) The output tensor of pooling operator. "
+              "The format of output tensor is also NCHW, "
+              "where N is batch size, C is the number of channels, "
+              "H is the height of the feature, "
+              "and W is the width of the feature.");
+    AddAttr<bool>("use_mkldnn",
+                  "(bool, default false) Only used in mkldnn kernel")
+        .SetDefault(false);
+    AddAttr<bool>("with_bias",
+                  "(bool, default false) Only used in mkldnn kernel")
+        .SetDefault(false);
+    AddAttr<std::string>(
+        "data_format",
+        "(string, default NCHW) Only used in "
+        "An optional string from: \"NHWC\", \"NCHW\". "
+        "Defaults to \"NHWC\". Specify the data format of the output data, "
+        "the input will be transformed automatically. ")
+        .SetDefault("AnyLayout");
+    AddComment(R"DOC(
+)DOC");
+  }
+};
+
+struct MKLDNNMatrixSize final {
+  explicit MKLDNNMatrixSize(const std::vector<int>& in,
+                            const std::vector<int>& w)
+      : mb{in[0]}, ic{in[1]}, oc{w[1]}, h{in[2]}, w{in[3]} {}
+
+  bool is_spatial() const { return h > 1 && w > 1; }
+
+  const int mb;
+  const int ic;
+  const int oc;
+  const int h, w;
+};
+
+template <typename T>
+class MKLDNNMD {
+ public:
+  explicit MKLDNNMD(const T* in, const T* w, bool bias)
+      : sz_(std::unique_ptr<MKLDNNMatrixSize>(new MKLDNNMatrixSize(
+            paddle::framework::vectorize2int(in->dims()),
+            paddle::framework::vectorize2int(w->dims())))) {
+    with_bias_ = bias;
+  }
+
+  mkldnn::memory::desc dst() const {
+    return platform::MKLDNNMemDesc({sz_->mb, sz_->oc},
+                                   mkldnn::memory::data_type::f32,
+                                   mkldnn::memory::format::nc);
+  }
+
+  mkldnn::memory::desc src() const {
+    return sz_->is_spatial()
+               ? platform::MKLDNNMemDesc({sz_->mb, sz_->ic, sz_->h, sz_->w},
+                                         mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::nchw)
+               : platform::MKLDNNMemDesc({sz_->mb, sz_->ic},
+                                         mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::nc);
+  }
+
+  mkldnn::memory::desc weights() const {
+    return sz_->is_spatial()
+               ? platform::MKLDNNMemDesc({sz_->oc, sz_->ic, sz_->h, sz_->w},
+                                         mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::oihw)
+               : platform::MKLDNNMemDesc({sz_->oc, sz_->ic},
+                                         mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::oi);
+  }
+
+  mkldnn::memory::desc bias() const {
+    return with_bias_
+               ? platform::MKLDNNMemDesc({sz_->oc},
+                                         mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::format_undef)
+               : platform::MKLDNNMemDesc({}, mkldnn::memory::data_type::f32,
+                                         mkldnn::memory::format::format_undef);
+  }
+
+ private:
+  std::unique_ptr<MKLDNNMatrixSize> sz_;
+  bool with_bias_;
+};
+
+class MKLDNNMemory {
+ public:
+  MKLDNNMemory(MKLDNNMD<Tensor>* t, const mkldnn::engine& e)
+      : md_{t}, engine_{e} {}
+  virtual ~MKLDNNMemory() = default;
+
+  template <typename Output>
+  mkldnn::memory dst(const Output* out) {
+    return mkldnn::memory({md_->dst(), engine_},
+                          static_cast<void*>(const_cast<float*>(out)));
+  }
+
+  template <typename Output>
+  mkldnn::memory dst(Output* out) {
+    return mkldnn::memory({md_->dst(), engine_}, out);
+  }
+
+  template <typename Input>
+  mkldnn::memory src(const Input* in) {
+    return mkldnn::memory({md_->src(), engine_},
+                          static_cast<void*>(const_cast<float*>(in)));
+  }
+
+  template <typename Weight>
+  mkldnn::memory weights(const Weight* w) {
+    return mkldnn::memory({md_->weights(), engine_},
+                          static_cast<void*>(const_cast<float*>(w)));
+  }
+
+  mkldnn::memory bias() {
+    return mkldnn::memory(mkldnn::memory::primitive_desc(md_->bias(), engine_));
+  }
+
+ private:
+  MKLDNNMD<Tensor>* md_;
+  const mkldnn::engine& engine_;
+};
+
+template <typename T>
+class FCMKLDNNOpKernel : public paddle::framework::OpKernel<T> {
+  void Compute(const paddle::framework::ExecutionContext& ctx) const override {
+    PADDLE_ENFORCE(paddle::platform::is_cpu_place(ctx.GetPlace()),
+                   "It must use CPUPlace.");
+
+    auto& dev_ctx = ctx.template device_context<MKLDNNDeviceContext>();
+    const auto& mkldnn_engine = dev_ctx.GetEngine();
+
+    auto input = ctx.Input<Tensor>("Input");
+    auto w = ctx.Input<Tensor>("W");
+
+    PADDLE_ENFORCE(input->dims().size() == 4,
+                   "Input must be with 4 dimensions, i.e. NCHW");
+    PADDLE_ENFORCE(w->dims().size() == 2,
+                   "Weights must be with 2 dimensions, i.e. NC");
+
+    bool with_bias = ctx.Attr<bool>("with_bias");
+    MKLDNNMD<Tensor> md(input, w, with_bias);
+
+    std::shared_ptr<mkldnn::inner_product_forward::primitive_desc> pd =
+        FcFwdPrimitiveDesc(md.src(), md.weights(), md.dst(), md.bias(),
+                           with_bias, mkldnn_engine);
+
+    const std::string key = ctx.op().Output("Out");
+    const std::string key_fc_pd = key + "@fc_pd";
+
+    dev_ctx.SetBlob(key_fc_pd, pd);
+
+    MKLDNNMemory mem(&md, mkldnn_engine);
+
+    const T* input_data = input->data<T>();
+    const T* w_data = w->data<T>();
+
+    auto output = ctx.Output<Tensor>("Out");
+    T* output_data = output->mutable_data<T>(ctx.GetPlace());
+
+    auto dst_memory = mem.dst(output_data);
+    auto src_memory = mem.src(input_data);
+    auto weights_memory = mem.weights(w_data);
+    auto bias_memory = mem.bias();
+
+    auto forward = with_bias ? mkldnn::inner_product_forward(
+                                   *pd, src_memory, weights_memory, bias_memory,
+                                   dst_memory)
+                             : mkldnn::inner_product_forward(
+                                   *pd, src_memory, weights_memory, dst_memory);
+
+    std::vector<mkldnn::primitive> pipeline = {forward};
+    mkldnn::stream(mkldnn::stream::kind::eager).submit(pipeline).wait();
+  }
+
+ private:
+  std::unique_ptr<mkldnn::inner_product_forward::primitive_desc>
+  FcFwdPrimitiveDesc(const mkldnn::memory::desc& src,
+                     const mkldnn::memory::desc& weights,
+                     const mkldnn::memory::desc& dst,
+                     const mkldnn::memory::desc& bias, const bool with_bias,
+                     const mkldnn::engine& engine) const {
+    auto desc = with_bias
+                    ? mkldnn::inner_product_forward::desc(
+                          mkldnn::prop_kind::forward, src, weights, bias, dst)
+                    : mkldnn::inner_product_forward::desc(
+                          mkldnn::prop_kind::forward, src, weights, dst);
+
+    auto pd = new mkldnn::inner_product_forward::primitive_desc(desc, engine);
+    return std::unique_ptr<mkldnn::inner_product_forward::primitive_desc>(pd);
+  }
+};
+
+template <typename T>
+class FCMKLDNNGradOpKernel : public paddle::framework::OpKernel<T> {
+ public:
+  void Compute(const paddle::framework::ExecutionContext& ctx) const override {
+    PADDLE_ENFORCE(paddle::platform::is_cpu_place(ctx.GetPlace()),
+                   "It must use CPUPlace.");
+
+    auto& dev_ctx = ctx.template device_context<MKLDNNDeviceContext>();
+    const auto& mkldnn_engine = dev_ctx.GetEngine();
+
+    T* input_grad_data = nullptr;
+    T* w_grad_data = nullptr;
+
+    Tensor* input_grad = ctx.Output<Tensor>(framework::GradVarName("Input"));
+    Tensor* w_grad = ctx.Output<Tensor>(framework::GradVarName("W"));
+
+    if (input_grad) {
+      input_grad_data = input_grad->mutable_data<T>(ctx.GetPlace());
+    }
+    if (w_grad) {
+      w_grad_data = w_grad->mutable_data<T>(ctx.GetPlace());
+    }
+
+    const Tensor* input = ctx.Input<Tensor>("Input");
+    const T* input_data = input->data<T>();
+
+    const Tensor* w = ctx.Input<Tensor>("W");
+    const T* w_data = w->data<T>();
+
+    const Tensor* out_grad = ctx.Input<Tensor>(framework::GradVarName("Out"));
+    const T* out_grad_data = out_grad->data<T>();
+
+    bool with_bias = ctx.Attr<bool>("with_bias");
+
+    MKLDNNMD<Tensor> md(input, w, with_bias);
+    MKLDNNMemory mem(&md, mkldnn_engine);
+
+    auto dst_memory = mem.dst(out_grad_data);
+    auto src_memory = mem.src(input_data);
+    auto weights_memory = mem.weights(w_data);
+    auto bias_memory = mem.bias();
+
+    const std::string key = ctx.op().Input("Out");
+    const std::string key_fc_pd = key + "@fc_pd";
+
+    auto pd =
+        std::static_pointer_cast<mkldnn::inner_product_forward::primitive_desc>(
+            dev_ctx.GetBlob(key_fc_pd));
+
+    PADDLE_ENFORCE(pd != nullptr, "Fail to find key_fc_pd in device context");
+
+    if (w_grad) {
+      auto weights_grad_memory = mem.weights(w_grad_data);
+
+      mkldnn::inner_product_backward_weights::primitive_desc bwd_weight_pd =
+          FcBwdWeightsPrimitiveDesc(md.src(), md.weights(), md.dst(), md.bias(),
+                                    with_bias, *pd, mkldnn_engine);
+
+      auto bwd_weights_prim = mkldnn::inner_product_backward_weights(
+          bwd_weight_pd, src_memory, dst_memory, weights_grad_memory,
+          bias_memory);
+
+      std::vector<mkldnn::primitive> pipeline{bwd_weights_prim};
+      mkldnn::stream(mkldnn::stream::kind::eager).submit(pipeline).wait();
+    }
+
+    if (input_grad) {
+      auto src_grad_memory = mem.src(input_grad_data);
+
+      mkldnn::inner_product_backward_data::primitive_desc bwd_data_pd =
+          FcBwdDataPrimitiveDesc(md.src(), md.weights(), md.dst(), *pd,
+                                 mkldnn_engine);
+
+      auto bwd_data_prim = mkldnn::inner_product_backward_data(
+          bwd_data_pd, dst_memory, weights_memory, src_grad_memory);
+
+      std::vector<mkldnn::primitive> pipeline{bwd_data_prim};
+      mkldnn::stream(mkldnn::stream::kind::eager).submit(pipeline).wait();
+    }
+  }
+
+ private:
+  mkldnn::inner_product_backward_weights::primitive_desc
+  FcBwdWeightsPrimitiveDesc(
+      const mkldnn::memory::desc& src, const mkldnn::memory::desc& diff_weights,
+      const mkldnn::memory::desc& diff_dst, const mkldnn::memory::desc& bias,
+      const bool with_bias,
+      const mkldnn::inner_product_forward::primitive_desc& pd,
+      const mkldnn::engine& engine) const {
+    auto bwd_weight_desc = with_bias
+                               ? mkldnn::inner_product_backward_weights::desc(
+                                     src, diff_weights, bias, diff_dst)
+                               : mkldnn::inner_product_backward_weights::desc(
+                                     src, diff_weights, bias, diff_dst);
+
+    return mkldnn::inner_product_backward_weights::primitive_desc(
+        bwd_weight_desc, engine, pd);
+  }
+
+  mkldnn::inner_product_backward_data::primitive_desc FcBwdDataPrimitiveDesc(
+      const mkldnn::memory::desc& diff_src, const mkldnn::memory::desc& weights,
+      const mkldnn::memory::desc& diff_dst,
+      const mkldnn::inner_product_forward::primitive_desc& pd,
+      const mkldnn::engine& engine) const {
+    auto bwd_data_desc =
+        mkldnn::inner_product_backward_data::desc(diff_src, weights, diff_dst);
+    return mkldnn::inner_product_backward_data::primitive_desc(bwd_data_desc,
+                                                               engine, pd);
+  }
+};
+}  // namespace operators
+}  // namespace paddle
+
+REGISTER_OP(fc, paddle::operators::FCOp, paddle::operators::FCOpMaker, fc_grad,
+            paddle::operators::FCOpGrad);
+
+REGISTER_OP_KERNEL(fc, MKLDNN, ::paddle::platform::CPUPlace,
+                   paddle::operators::FCMKLDNNOpKernel<float>);
+
+REGISTER_OP_KERNEL(fc_grad, MKLDNN, ::paddle::platform::CPUPlace,
+                   paddle::operators::FCMKLDNNGradOpKernel<float>);
diff --git a/paddle/fluid/operators/fc_mkldnn_op.h b/paddle/fluid/operators/fc_mkldnn_op.h
new file mode 100644
index 0000000000..9e6c66491d
--- /dev/null
+++ b/paddle/fluid/operators/fc_mkldnn_op.h
@@ -0,0 +1,47 @@
+/* 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. */
+
+#pragma once
+
+#include "paddle/fluid/framework/op_registry.h"
+
+namespace paddle {
+namespace operators {
+
+using Tensor = framework::Tensor;
+
+class FCOp : public framework::OperatorWithKernel {
+ public:
+  using framework::OperatorWithKernel::OperatorWithKernel;
+
+  void InferShape(framework::InferShapeContext* ctx) const override;
+
+ protected:
+  framework::OpKernelType GetExpectedKernelType(
+      const framework::ExecutionContext& ctx) const override;
+};
+
+class FCOpGrad : public framework::OperatorWithKernel {
+ public:
+  using framework::OperatorWithKernel::OperatorWithKernel;
+
+  void InferShape(framework::InferShapeContext* ctx) const override;
+
+ protected:
+  framework::OpKernelType GetExpectedKernelType(
+      const framework::ExecutionContext& ctx) const override;
+};
+
+}  // namespace operators
+}  // namespace paddle
diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index 3d13133bf2..bfae205bcf 100644
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -86,6 +86,7 @@ def fc(input,
        param_attr=None,
        bias_attr=None,
        use_mkldnn=False,
+       with_bias=False,
        act=None,
        name=None):
     """
@@ -133,6 +134,8 @@ def fc(input,
         bias_attr (ParamAttr|list of ParamAttr, default None): The parameter attribute for the bias
             of this layer. If it is set to None, no bias will be added to the output units.
         act (str, default None): Activation to be applied to the output of this layer.
+        use_mkldnn(bool): Use mkldnn kernel or not, it is valid only when the mkldnn
+            library is installed. Default: False
         name (str, default None): The name of this layer.
 
     Returns:
@@ -162,16 +165,25 @@ def fc(input,
         w = helper.create_parameter(
             attr=param_attr, shape=param_shape, dtype=dtype, is_bias=False)
         tmp = helper.create_tmp_variable(dtype)
-        helper.append_op(
-            type="mul",
-            inputs={"X": input_var,
-                    "Y": w},
-            outputs={"Out": tmp},
-            attrs={
-                "x_num_col_dims": num_flatten_dims,
-                "y_num_col_dims": 1,
-                'use_mkldnn': use_mkldnn
-            })
+        if use_mkldnn == False:
+            helper.append_op(
+                type="mul",
+                inputs={"X": input_var,
+                        "Y": w},
+                outputs={"Out": tmp},
+                attrs={
+                    "x_num_col_dims": num_flatten_dims,
+                    "y_num_col_dims": 1,
+                    'use_mkldnn': use_mkldnn
+                })
+        else:
+            helper.append_op(
+                type="fc",
+                inputs={"Input": input_var,
+                        "W": w},
+                outputs={"Out": tmp},
+                attrs={"use_mkldnn": use_mkldnn,
+                       "with_bias": with_bias})
         mul_results.append(tmp)
 
     # sum
diff --git a/python/paddle/fluid/tests/unittests/test_fc_op.py b/python/paddle/fluid/tests/unittests/test_fc_op.py
new file mode 100644
index 0000000000..3f547f3c48
--- /dev/null
+++ b/python/paddle/fluid/tests/unittests/test_fc_op.py
@@ -0,0 +1,99 @@
+# 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.
+
+import unittest
+import numpy as np
+from op_test import OpTest
+
+
+def fully_connected_naive(input, weights, bias_data=None):
+    in_n, in_c, in_h, in_w = input.shape
+    w_h, w_c = weights.shape
+
+    x_data = np.reshape(input, [in_n, in_c * in_h * in_w])
+    w_data = np.transpose(np.reshape(weights, (w_c, in_c * in_h * in_w)))
+    result = None
+
+    if not bias_data:
+        result = np.dot(x_data, w_data)
+    else:
+        result = np.dot(x_data, w_data) + bias_data
+
+    return result
+
+
+class MatrixGenerate:
+    def __init__(self, mb, ic, oc, h, w):
+        self.input = np.random.random((mb, ic, h, w)).astype("float32")
+        self.weights = np.random.random((ic * h * w, oc)).astype("float32")
+
+
+class TestFCMKLDNNOp(OpTest):
+    def setUp(self):
+        self.op_type = "fc"
+        self.use_mkldnn = True
+        self.with_bias = True
+        self.matrix = MatrixGenerate(1, 10, 15, 3, 3)
+
+        self.inputs = {'Input': self.matrix.input, 'W': self.matrix.weights}
+
+        self.attrs = {
+            'use_mkldnn': self.use_mkldnn,
+            'with_bias': self.with_bias
+        }
+
+        self.outputs = {
+            'Out': fully_connected_naive(self.matrix.input, self.matrix.weights)
+        }
+
+    def test_check_output(self):
+        self.check_output()
+
+    def test_check_grad_normal(self):
+        self.check_grad(set(['Input', 'W']), 'Out', max_relative_error=0.9)
+
+    def test_check_grad_no_weight(self):
+        self.check_grad(
+            ['Input'], 'Out', max_relative_error=0.5, no_grad_set=set('W'))
+
+
+class TestFCMKLDNNOp1(TestFCMKLDNNOp):
+    def init_op_type(self):
+        self.matrix = MatrixGenerate(2, 15, 48, 2, 2)
+
+
+class TestFCMKLDNNOp2(TestFCMKLDNNOp):
+    def init_op_type(self):
+        self.matrix = MatrixGenerate(2, 32, 40, 1, 1)
+
+
+class TestFCMKLDNNOp3(TestFCMKLDNNOp):
+    def init_op_type(self):
+        self.matrix = MatrixGenerate(2, 2, 4, 1, 1)
+
+
+class TestFCMKLDNNOp4(TestFCMKLDNNOp):
+    def init_op_type(self):
+        self.with_bias = False
+        self.matrix = MatrixGenerate(2, 32, 48, 2, 2)
+
+
+class TestFCMKLDNNOp4(TestFCMKLDNNOp):
+    def init_op_type(self):
+        self.with_bias = False
+        self.matrix = MatrixGenerate(2, 32, 1000, 6, 6)
+
+
+if __name__ == "__main__":
+    unittest.main()

From 34a8084328921d4d043fc3c8308063d38087e62f Mon Sep 17 00:00:00 2001
From: mozga-intel <mateusz.ozga@intel.com>
Date: Thu, 29 Mar 2018 20:31:59 +0200
Subject: [PATCH 26/79] Added new fc files, register fc kernel

---
 paddle/fluid/operators/CMakeLists.txt         |  29 +----
 paddle/fluid/operators/fc_mkldnn_op.cc        | 108 +---------------
 paddle/fluid/operators/fc_op.cc               | 122 ++++++++++++++++++
 .../operators/{fc_mkldnn_op.h => fc_op.h}     |   5 +
 python/paddle/fluid/layers/nn.py              |  67 ++++++----
 5 files changed, 178 insertions(+), 153 deletions(-)
 create mode 100644 paddle/fluid/operators/fc_op.cc
 rename paddle/fluid/operators/{fc_mkldnn_op.h => fc_op.h} (91%)

diff --git a/paddle/fluid/operators/CMakeLists.txt b/paddle/fluid/operators/CMakeLists.txt
index 6c79998f07..9ed79453b9 100644
--- a/paddle/fluid/operators/CMakeLists.txt
+++ b/paddle/fluid/operators/CMakeLists.txt
@@ -1,14 +1,6 @@
 file(GLOB GENERAL_OPS RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*_op.cc")
+string(REPLACE "_mkldnn" "" GENERAL_OPS "${GENERAL_OPS}")
 string(REPLACE ".cc" "" GENERAL_OPS "${GENERAL_OPS}")
-if(WITH_MKLDNN)
-    string(REPLACE "_mkldnn" "" GENERAL_OPS "${GENERAL_OPS}")
-else()
-    foreach(item ${GENERAL_OPS})
-        if(${item} MATCHES ".*_mkldnn_op")
-            list(REMOVE_ITEM GENERAL_OPS ${item})
-        endif()
-    endforeach(item)
-endif()
 list(REMOVE_DUPLICATES GENERAL_OPS)
 set(DEPS_OPS "")
 set(pybind_file ${PADDLE_SOURCE_DIR}/paddle/fluid/pybind/pybind.h)
@@ -88,12 +80,7 @@ function(op_library TARGET)
     endif()
 
     list(LENGTH cc_srcs cc_srcs_len)
-    if(WITH_MKLDNN)
-        list(LENGTH mkldnn_cc_srcs mkldnn_cc_srcs_len)
-        if (${cc_srcs_len} EQUAL 0 AND ${mkldnn_cc_srcs_len} EQUAL 0)
-            message(FATAL_ERROR "The op library ${TARGET} should contains at least one .cc file")
-        endif()
-    elseif(${cc_srcs_len} EQUAL 0)
+    if (${cc_srcs_len} EQUAL 0)
         message(FATAL_ERROR "The op library ${TARGET} should contains at least one .cc file")
     endif()
 
@@ -122,16 +109,7 @@ function(op_library TARGET)
     # The registration of USE_OP, please refer to paddle/fluid/framework/op_registry.h.
     # Note that it's enough to just adding one operator to pybind in a *_op.cc file.
     # And for detail pybind information, please see generated paddle/pybind/pybind.h.
-    # This replacing is needed, when the CPU's kernel doesn't exist.
-    string(REPLACE "_op" "_mkldnn_op" target_mkldnn_file "${TARGET}")
-    if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cc)
-        file(READ ${TARGET}.cc TARGET_CONTENT)
-    elseif(WITH_MKLDNN AND EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${target_mkldnn_file}.cc)
-        file(READ ${target_mkldnn_file}.cc TARGET_CONTENT)
-    else() 
-        message(FATAL_ERROR "Cannot read the ${TARGET} file from ${CMAKE_CURRENT_SOURCE_DIR}")
-    endif()
-
+    file(READ ${TARGET}.cc TARGET_CONTENT)
     string(REGEX MATCH "REGISTER_OP\\(.*REGISTER_OP\\(" multi_register "${TARGET_CONTENT}")
     string(REGEX MATCH "REGISTER_OP\\([a-z0-9_]*," one_register "${multi_register}")
     if (one_register STREQUAL "")
@@ -246,6 +224,7 @@ op_library(recurrent_op DEPS executor)
 op_library(warpctc_op DEPS dynload_warpctc sequence_padding sequence_scale)
 op_library(cos_sim_op DEPS cos_sim_functor)
 op_library(parallel_do_op DEPS executor)
+
 if (WITH_GPU)
     op_library(conv_op DEPS vol2col depthwise_conv im2col)
 else()
diff --git a/paddle/fluid/operators/fc_mkldnn_op.cc b/paddle/fluid/operators/fc_mkldnn_op.cc
index 48655d36fc..3e006189ef 100644
--- a/paddle/fluid/operators/fc_mkldnn_op.cc
+++ b/paddle/fluid/operators/fc_mkldnn_op.cc
@@ -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/fluid/operators/fc_mkldnn_op.h"
 #include "paddle/fluid/framework/tensor.h"
+#include "paddle/fluid/operators/fc_op.h"
 #include "paddle/fluid/platform/device_context.h"
 #include "paddle/fluid/platform/mkldnn_helper.h"
 
@@ -23,105 +23,12 @@ namespace operators {
 using paddle::framework::Tensor;
 using paddle::platform::MKLDNNDeviceContext;
 
-void FCOp::InferShape(framework::InferShapeContext* ctx) const {
-  PADDLE_ENFORCE(ctx->HasInput("Input"),
-                 "X(Input) of Fully Connected should not be null.");
-  PADDLE_ENFORCE(ctx->HasOutput("Out"),
-                 "Out(Output) of Fully Connected should not be null.");
-  PADDLE_ENFORCE(ctx->HasInput("W"),
-                 "W(Input) of Fully Connected should not be null.");
-
-  auto in_dims = ctx->GetInputDim("Input");
-  auto w_dims = ctx->GetInputDim("W");
-  std::vector<int64_t> output_shape({in_dims[0], w_dims[1]});
-
-  PADDLE_ENFORCE(in_dims.size() == 4,
-                 "Fully Connected input should be 4-D tensor.");
-
-  PADDLE_ENFORCE(w_dims.size() == 2,
-                 "Fully Connected input should be 2-D tensor.");
-
-  ctx->SetOutputDim("Out", framework::make_ddim(output_shape));
-  ctx->ShareLoD("Input", "Out");
-}
-
-framework::OpKernelType FCOp::GetExpectedKernelType(
-    const framework::ExecutionContext& ctx) const {
-  framework::LibraryType library{framework::LibraryType::kMKLDNN};
-
-  std::string data_format = ctx.Attr<std::string>("data_format");
-  framework::DataLayout layout = framework::StringToDataLayout(data_format);
-
-  return framework::OpKernelType(
-      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
-      layout, library);
-}
-
-void FCOpGrad::InferShape(framework::InferShapeContext* ctx) const {
-  auto in_dims = ctx->GetInputDim("Input");
-  auto w_dims = ctx->GetInputDim("W");
-
-  if (ctx->HasOutput(framework::GradVarName("Input"))) {
-    ctx->SetOutputDim(framework::GradVarName("Input"), in_dims);
-  }
-  if (ctx->HasOutput(framework::GradVarName("W"))) {
-    ctx->SetOutputDim(framework::GradVarName("W"), w_dims);
-  }
-}
-
-framework::OpKernelType FCOpGrad::GetExpectedKernelType(
-    const framework::ExecutionContext& ctx) const {
-  framework::LibraryType library{framework::LibraryType::kMKLDNN};
-
-  std::string data_format = ctx.Attr<std::string>("data_format");
-  framework::DataLayout layout = framework::StringToDataLayout(data_format);
-
-  return framework::OpKernelType(
-      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
-      layout, library);
-}
-
-class FCOpMaker : public framework::OpProtoAndCheckerMaker {
- public:
-  FCOpMaker(OpProto* proto, OpAttrChecker* op_checker)
-      : OpProtoAndCheckerMaker(proto, op_checker) {
-    AddInput(
-        "Input",
-        "(Tensor) The input tensor of fully connected operator. "
-        "The format of input tensor is NCHW, where N is batch size, C is the "
-        "number of channels, H is the height of the feature, "
-        "and W is the width of the feature.");
-    AddInput("W", "(Tensor), The second input tensor of fc op.");
-    AddOutput("Out",
-              "(Tensor) The output tensor of pooling operator. "
-              "The format of output tensor is also NCHW, "
-              "where N is batch size, C is the number of channels, "
-              "H is the height of the feature, "
-              "and W is the width of the feature.");
-    AddAttr<bool>("use_mkldnn",
-                  "(bool, default false) Only used in mkldnn kernel")
-        .SetDefault(false);
-    AddAttr<bool>("with_bias",
-                  "(bool, default false) Only used in mkldnn kernel")
-        .SetDefault(false);
-    AddAttr<std::string>(
-        "data_format",
-        "(string, default NCHW) Only used in "
-        "An optional string from: \"NHWC\", \"NCHW\". "
-        "Defaults to \"NHWC\". Specify the data format of the output data, "
-        "the input will be transformed automatically. ")
-        .SetDefault("AnyLayout");
-    AddComment(R"DOC(
-)DOC");
-  }
-};
-
 struct MKLDNNMatrixSize final {
   explicit MKLDNNMatrixSize(const std::vector<int>& in,
                             const std::vector<int>& w)
       : mb{in[0]}, ic{in[1]}, oc{w[1]}, h{in[2]}, w{in[3]} {}
 
-  bool is_spatial() const { return h > 1 && w > 1; }
+  bool is_spatial() const { return h > 2 && w > 2; }
 
   const int mb;
   const int ic;
@@ -229,12 +136,12 @@ class FCMKLDNNOpKernel : public paddle::framework::OpKernel<T> {
     auto input = ctx.Input<Tensor>("Input");
     auto w = ctx.Input<Tensor>("W");
 
-    PADDLE_ENFORCE(input->dims().size() == 4,
-                   "Input must be with 4 dimensions, i.e. NCHW");
+    PADDLE_ENFORCE(input->dims().size() == 4 || input->dims().size() == 2,
+                   "Input must be with 2 or 4 dimensions, i.e. NCHW");
     PADDLE_ENFORCE(w->dims().size() == 2,
                    "Weights must be with 2 dimensions, i.e. NC");
 
-    bool with_bias = ctx.Attr<bool>("with_bias");
+    bool with_bias = ctx.Attr<bool>("bias_attr");
     MKLDNNMD<Tensor> md(input, w, with_bias);
 
     std::shared_ptr<mkldnn::inner_product_forward::primitive_desc> pd =
@@ -319,7 +226,7 @@ class FCMKLDNNGradOpKernel : public paddle::framework::OpKernel<T> {
     const Tensor* out_grad = ctx.Input<Tensor>(framework::GradVarName("Out"));
     const T* out_grad_data = out_grad->data<T>();
 
-    bool with_bias = ctx.Attr<bool>("with_bias");
+    bool with_bias = ctx.Attr<bool>("bias_attr");
 
     MKLDNNMD<Tensor> md(input, w, with_bias);
     MKLDNNMemory mem(&md, mkldnn_engine);
@@ -400,9 +307,6 @@ class FCMKLDNNGradOpKernel : public paddle::framework::OpKernel<T> {
 }  // namespace operators
 }  // namespace paddle
 
-REGISTER_OP(fc, paddle::operators::FCOp, paddle::operators::FCOpMaker, fc_grad,
-            paddle::operators::FCOpGrad);
-
 REGISTER_OP_KERNEL(fc, MKLDNN, ::paddle::platform::CPUPlace,
                    paddle::operators::FCMKLDNNOpKernel<float>);
 
diff --git a/paddle/fluid/operators/fc_op.cc b/paddle/fluid/operators/fc_op.cc
new file mode 100644
index 0000000000..93b59854db
--- /dev/null
+++ b/paddle/fluid/operators/fc_op.cc
@@ -0,0 +1,122 @@
+/* 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/operators/fc_op.h"
+
+namespace paddle {
+namespace operators {
+
+void FCOp::InferShape(framework::InferShapeContext* ctx) const {
+  PADDLE_ENFORCE(ctx->HasInput("Input"),
+                 "X(Input) of Fully Connected should not be null.");
+  PADDLE_ENFORCE(ctx->HasOutput("Out"),
+                 "Out(Output) of Fully Connected should not be null.");
+  PADDLE_ENFORCE(ctx->HasInput("W"),
+                 "W(Input) of Fully Connected should not be null.");
+
+  auto in_dims = ctx->GetInputDim("Input");
+  auto w_dims = ctx->GetInputDim("W");
+  std::vector<int64_t> output_shape({in_dims[0], w_dims[1]});
+
+  PADDLE_ENFORCE(in_dims.size() == 4,
+                 "Fully Connected input should be 4-D tensor.");
+
+  PADDLE_ENFORCE(w_dims.size() == 2,
+                 "Fully Connected input should be 2-D tensor.");
+
+  ctx->SetOutputDim("Out", framework::make_ddim(output_shape));
+  ctx->ShareLoD("Input", "Out");
+}
+
+framework::OpKernelType FCOp::GetExpectedKernelType(
+    const framework::ExecutionContext& ctx) const {
+  framework::LibraryType library{framework::LibraryType::kMKLDNN};
+  framework::DataLayout layout{framework::DataLayout::kAnyLayout};
+
+  return framework::OpKernelType(
+      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
+      layout, library);
+}
+
+void FCOpGrad::InferShape(framework::InferShapeContext* ctx) const {
+  auto in_dims = ctx->GetInputDim("Input");
+  auto w_dims = ctx->GetInputDim("W");
+
+  if (ctx->HasOutput(framework::GradVarName("Input"))) {
+    ctx->SetOutputDim(framework::GradVarName("Input"), in_dims);
+  }
+  if (ctx->HasOutput(framework::GradVarName("W"))) {
+    ctx->SetOutputDim(framework::GradVarName("W"), w_dims);
+  }
+}
+
+framework::OpKernelType FCOpGrad::GetExpectedKernelType(
+    const framework::ExecutionContext& ctx) const {
+  framework::LibraryType library{framework::LibraryType::kMKLDNN};
+  framework::DataLayout layout{framework::DataLayout::kAnyLayout};
+
+  return framework::OpKernelType(
+      framework::ToDataType(ctx.Input<Tensor>("Input")->type()), ctx.GetPlace(),
+      layout, library);
+}
+
+FCOpMaker::FCOpMaker(OpProto* proto, OpAttrChecker* op_checker)
+    : OpProtoAndCheckerMaker(proto, op_checker) {
+  AddInput(
+      "Input",
+      "(Tensor) The input tensor of fully connected operator. "
+      "The format of input tensor is NCHW, where N is batch size, C is the "
+      "number of channels, H is the height of the feature, "
+      "and W is the width of the feature.");
+  AddInput("W", "(Tensor), The second input tensor of fc op.");
+  AddOutput("Out",
+            "(Tensor) The output tensor of fully connected operator. "
+            "The format of output tensor is also NCHW, "
+            "where N is batch size, C is the number of channels, "
+            "H is the height of the feature, "
+            "and W is the width of the feature.");
+  AddAttr<bool>("use_mkldnn",
+                "(bool, default false) Only used in mkldnn kernel")
+      .SetDefault(false);
+  AddAttr<bool>("bias_attr", "(bool, default false) Only used in mkldnn kernel")
+      .SetDefault(false);
+  AddComment(R"DOC(
+  Fully Connected Operator.
+
+  The fully connected operation calculates the output based on the input, weights and bias attribute.
+  The size of each dimension of the parameters checked in the infer-shape.
+  Input(Input) is NCHW or NC format. Where N is batch size, C is the number of channels, 
+               H is the height of the feature, and W is the width of the feature.
+  Weights(W) is OIHW or OI format. Where H is the height of the feature, W is the width of the feature, 
+             O is the height of output, and I is the number of channels.
+  Output(Out) is NC format. Where N is batch size, and C is the number of channels.
+  The matrix of bias is generated by the mkldnn framework, when the bias_attr is True.
+  Additional parametrs are use_mkldnn and bias_attr.
+  The input(X) size and output(Out) size may be diffrent.
+
+Example:
+  Input:
+       Input shape:  $(N, C_{in}, H_{in}, W_{in})$
+       Weight shape: $(O_{out}, I_{in}, H_{in}, W_{in})$
+       Bias shape:   $(O_{out})$
+  Output:
+       Output shape: $(N, C_{out})$
+)DOC");
+}
+
+}  // namespace operators
+}  // namespace paddle
+
+REGISTER_OP(fc, paddle::operators::FCOp, paddle::operators::FCOpMaker, fc_grad,
+            paddle::operators::FCOpGrad);
diff --git a/paddle/fluid/operators/fc_mkldnn_op.h b/paddle/fluid/operators/fc_op.h
similarity index 91%
rename from paddle/fluid/operators/fc_mkldnn_op.h
rename to paddle/fluid/operators/fc_op.h
index 9e6c66491d..70fa96440d 100644
--- a/paddle/fluid/operators/fc_mkldnn_op.h
+++ b/paddle/fluid/operators/fc_op.h
@@ -43,5 +43,10 @@ class FCOpGrad : public framework::OperatorWithKernel {
       const framework::ExecutionContext& ctx) const override;
 };
 
+class FCOpMaker : public framework::OpProtoAndCheckerMaker {
+ public:
+  FCOpMaker(OpProto* proto, OpAttrChecker* op_checker);
+};
+
 }  // namespace operators
 }  // namespace paddle
diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index bfae205bcf..40809b304f 100644
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -86,7 +86,6 @@ def fc(input,
        param_attr=None,
        bias_attr=None,
        use_mkldnn=False,
-       with_bias=False,
        act=None,
        name=None):
     """
@@ -156,16 +155,39 @@ def fc(input,
     dtype = helper.input_dtype()
 
     mul_results = []
-    for input_var, param_attr in helper.iter_inputs_and_params():
-        input_shape = input_var.shape
+    if use_mkldnn:
+        tmp = helper.create_tmp_variable(dtype)
+        input_shape = input.shape
         param_shape = [
             reduce(lambda a, b: a * b, input_shape[num_flatten_dims:], 1)
         ] + [size]
 
         w = helper.create_parameter(
-            attr=param_attr, shape=param_shape, dtype=dtype, is_bias=False)
-        tmp = helper.create_tmp_variable(dtype)
-        if use_mkldnn == False:
+            attr=helper.param_attr,
+            shape=param_shape,
+            dtype=dtype,
+            is_bias=False)
+        bias_attr = False
+        if bias_attr is not None:
+            bias_attr = True
+        helper.append_op(
+            type="fc",
+            inputs={"Input": input,
+                    "W": w},
+            outputs={"Out": tmp},
+            attrs={"use_mkldnn": use_mkldnn,
+                   "bias_attr": bias_attr})
+        return helper.append_activation(tmp)
+    else:
+        for input_var, param_attr in helper.iter_inputs_and_params():
+            input_shape = input_var.shape
+            param_shape = [
+                reduce(lambda a, b: a * b, input_shape[num_flatten_dims:], 1)
+            ] + [size]
+
+            w = helper.create_parameter(
+                attr=param_attr, shape=param_shape, dtype=dtype, is_bias=False)
+            tmp = helper.create_tmp_variable(dtype)
             helper.append_op(
                 type="mul",
                 inputs={"X": input_var,
@@ -174,29 +196,22 @@ def fc(input,
                 attrs={
                     "x_num_col_dims": num_flatten_dims,
                     "y_num_col_dims": 1,
-                    'use_mkldnn': use_mkldnn
                 })
+            mul_results.append(tmp)
+
+        if len(mul_results) == 1:
+            pre_bias = mul_results[0]
         else:
+            pre_bias = helper.create_tmp_variable(dtype)
             helper.append_op(
-                type="fc",
-                inputs={"Input": input_var,
-                        "W": w},
-                outputs={"Out": tmp},
-                attrs={"use_mkldnn": use_mkldnn,
-                       "with_bias": with_bias})
-        mul_results.append(tmp)
-
-    # sum
-    if len(mul_results) == 1:
-        pre_bias = mul_results[0]
-    else:
-        pre_bias = helper.create_tmp_variable(dtype)
-        helper.append_op(
-            type="sum", inputs={"X": mul_results}, outputs={"Out": pre_bias})
-    # add bias
-    pre_activation = helper.append_bias_op(pre_bias, dim_start=num_flatten_dims)
-    # add activation
-    return helper.append_activation(pre_activation)
+                type="sum",
+                inputs={"X": mul_results},
+                outputs={"Out": pre_bias})
+        # add bias
+        pre_activation = helper.append_bias_op(
+            pre_bias, dim_start=num_flatten_dims)
+        # add activation
+        return helper.append_activation(pre_activation)
 
 
 def embedding(input,

From 32f8ac7d3ba1c13ceb8e8bc186ed7c65e6099be6 Mon Sep 17 00:00:00 2001
From: mozga-intel <mateusz.ozga@intel.com>
Date: Fri, 30 Mar 2018 20:09:33 +0200
Subject: [PATCH 27/79] Remove additional message

---
 paddle/fluid/operators/fc_mkldnn_op.cc | 41 ++++++++++----------------
 paddle/fluid/operators/fc_op.cc        | 17 ++---------
 python/paddle/fluid/layers/nn.py       |  5 ++--
 3 files changed, 21 insertions(+), 42 deletions(-)

diff --git a/paddle/fluid/operators/fc_mkldnn_op.cc b/paddle/fluid/operators/fc_mkldnn_op.cc
index 3e006189ef..d0023713b4 100644
--- a/paddle/fluid/operators/fc_mkldnn_op.cc
+++ b/paddle/fluid/operators/fc_mkldnn_op.cc
@@ -23,67 +23,56 @@ namespace operators {
 using paddle::framework::Tensor;
 using paddle::platform::MKLDNNDeviceContext;
 
-struct MKLDNNMatrixSize final {
-  explicit MKLDNNMatrixSize(const std::vector<int>& in,
-                            const std::vector<int>& w)
-      : mb{in[0]}, ic{in[1]}, oc{w[1]}, h{in[2]}, w{in[3]} {}
-
-  bool is_spatial() const { return h > 2 && w > 2; }
-
-  const int mb;
-  const int ic;
-  const int oc;
-  const int h, w;
-};
-
 template <typename T>
 class MKLDNNMD {
  public:
   explicit MKLDNNMD(const T* in, const T* w, bool bias)
-      : sz_(std::unique_ptr<MKLDNNMatrixSize>(new MKLDNNMatrixSize(
-            paddle::framework::vectorize2int(in->dims()),
-            paddle::framework::vectorize2int(w->dims())))) {
+      : in{paddle::framework::vectorize2int(in->dims())},
+        w{paddle::framework::vectorize2int(w->dims())} {
     with_bias_ = bias;
   }
 
   mkldnn::memory::desc dst() const {
-    return platform::MKLDNNMemDesc({sz_->mb, sz_->oc},
+    return platform::MKLDNNMemDesc({in[0], w[1]},
                                    mkldnn::memory::data_type::f32,
                                    mkldnn::memory::format::nc);
   }
 
   mkldnn::memory::desc src() const {
-    return sz_->is_spatial()
-               ? platform::MKLDNNMemDesc({sz_->mb, sz_->ic, sz_->h, sz_->w},
+    return is_spatial()
+               ? platform::MKLDNNMemDesc({in[0], in[1], in[2], in[3]},
                                          mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::nchw)
-               : platform::MKLDNNMemDesc({sz_->mb, sz_->ic},
+               : platform::MKLDNNMemDesc({in[0], in[1]},
                                          mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::nc);
   }
 
   mkldnn::memory::desc weights() const {
-    return sz_->is_spatial()
-               ? platform::MKLDNNMemDesc({sz_->oc, sz_->ic, sz_->h, sz_->w},
+    return is_spatial()
+               ? platform::MKLDNNMemDesc({w[1], in[1], in[2], in[3]},
                                          mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::oihw)
-               : platform::MKLDNNMemDesc({sz_->oc, sz_->ic},
+               : platform::MKLDNNMemDesc({w[1], in[1]},
                                          mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::oi);
   }
 
   mkldnn::memory::desc bias() const {
     return with_bias_
-               ? platform::MKLDNNMemDesc({sz_->oc},
-                                         mkldnn::memory::data_type::f32,
+               ? platform::MKLDNNMemDesc({w[1]}, mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::format_undef)
                : platform::MKLDNNMemDesc({}, mkldnn::memory::data_type::f32,
                                          mkldnn::memory::format::format_undef);
   }
 
  private:
-  std::unique_ptr<MKLDNNMatrixSize> sz_;
+  bool is_spatial() const { return in.size() > 1 && w.size() > 1; }
+
+  std::vector<int> in;
+  std::vector<int> w;
   bool with_bias_;
+  bool is_spatial_;
 };
 
 class MKLDNNMemory {
diff --git a/paddle/fluid/operators/fc_op.cc b/paddle/fluid/operators/fc_op.cc
index 93b59854db..41f9c0b8a9 100644
--- a/paddle/fluid/operators/fc_op.cc
+++ b/paddle/fluid/operators/fc_op.cc
@@ -29,8 +29,8 @@ void FCOp::InferShape(framework::InferShapeContext* ctx) const {
   auto w_dims = ctx->GetInputDim("W");
   std::vector<int64_t> output_shape({in_dims[0], w_dims[1]});
 
-  PADDLE_ENFORCE(in_dims.size() == 4,
-                 "Fully Connected input should be 4-D tensor.");
+  PADDLE_ENFORCE(in_dims.size() == 4 || in_dims.size() == 2,
+                 "Fully Connected input should be 2-D or 4-D tensor.");
 
   PADDLE_ENFORCE(w_dims.size() == 2,
                  "Fully Connected input should be 2-D tensor.");
@@ -96,22 +96,11 @@ FCOpMaker::FCOpMaker(OpProto* proto, OpAttrChecker* op_checker)
 
   The fully connected operation calculates the output based on the input, weights and bias attribute.
   The size of each dimension of the parameters checked in the infer-shape.
-  Input(Input) is NCHW or NC format. Where N is batch size, C is the number of channels, 
-               H is the height of the feature, and W is the width of the feature.
-  Weights(W) is OIHW or OI format. Where H is the height of the feature, W is the width of the feature, 
-             O is the height of output, and I is the number of channels.
-  Output(Out) is NC format. Where N is batch size, and C is the number of channels.
   The matrix of bias is generated by the mkldnn framework, when the bias_attr is True.
   Additional parametrs are use_mkldnn and bias_attr.
   The input(X) size and output(Out) size may be diffrent.
 
-Example:
-  Input:
-       Input shape:  $(N, C_{in}, H_{in}, W_{in})$
-       Weight shape: $(O_{out}, I_{in}, H_{in}, W_{in})$
-       Bias shape:   $(O_{out})$
-  Output:
-       Output shape: $(N, C_{out})$
+  The fully connected layer only supports MKLDNN version
 )DOC");
 }
 
diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index 40809b304f..d2e7d58524 100644
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -167,8 +167,9 @@ def fc(input,
             shape=param_shape,
             dtype=dtype,
             is_bias=False)
-        bias_attr = False
-        if bias_attr is not None:
+        if bias_attr is None or bias_attr is False:
+            bias_attr = False
+        else:
             bias_attr = True
         helper.append_op(
             type="fc",

From 46e14bbcbb046780f62aa0a41a9ce083ca9677bc Mon Sep 17 00:00:00 2001
From: mozga-intel <mateusz.ozga@intel.com>
Date: Tue, 3 Apr 2018 14:57:37 +0200
Subject: [PATCH 28/79] Enforce: 2 and 4 dims, remove information about out in
 format

---
 paddle/fluid/operators/fc_mkldnn_op.cc |  6 +++---
 paddle/fluid/operators/fc_op.cc        | 21 ++++++---------------
 2 files changed, 9 insertions(+), 18 deletions(-)

diff --git a/paddle/fluid/operators/fc_mkldnn_op.cc b/paddle/fluid/operators/fc_mkldnn_op.cc
index d0023713b4..9c704a2949 100644
--- a/paddle/fluid/operators/fc_mkldnn_op.cc
+++ b/paddle/fluid/operators/fc_mkldnn_op.cc
@@ -125,10 +125,10 @@ class FCMKLDNNOpKernel : public paddle::framework::OpKernel<T> {
     auto input = ctx.Input<Tensor>("Input");
     auto w = ctx.Input<Tensor>("W");
 
-    PADDLE_ENFORCE(input->dims().size() == 4 || input->dims().size() == 2,
+    PADDLE_ENFORCE(input->dims().size() == 2 || input->dims().size() == 4,
                    "Input must be with 2 or 4 dimensions, i.e. NCHW");
-    PADDLE_ENFORCE(w->dims().size() == 2,
-                   "Weights must be with 2 dimensions, i.e. NC");
+    PADDLE_ENFORCE(w->dims().size() == 2 || w->dims().size() == 4,
+                   "Weights must be with 2 or 4 dimensions, i.e. OI or OIHW");
 
     bool with_bias = ctx.Attr<bool>("bias_attr");
     MKLDNNMD<Tensor> md(input, w, with_bias);
diff --git a/paddle/fluid/operators/fc_op.cc b/paddle/fluid/operators/fc_op.cc
index 41f9c0b8a9..381771f157 100644
--- a/paddle/fluid/operators/fc_op.cc
+++ b/paddle/fluid/operators/fc_op.cc
@@ -13,6 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/fc_op.h"
+#include <vector>
 
 namespace paddle {
 namespace operators {
@@ -29,11 +30,11 @@ void FCOp::InferShape(framework::InferShapeContext* ctx) const {
   auto w_dims = ctx->GetInputDim("W");
   std::vector<int64_t> output_shape({in_dims[0], w_dims[1]});
 
-  PADDLE_ENFORCE(in_dims.size() == 4 || in_dims.size() == 2,
+  PADDLE_ENFORCE(in_dims.size() == 2 || in_dims.size() == 4,
                  "Fully Connected input should be 2-D or 4-D tensor.");
 
-  PADDLE_ENFORCE(w_dims.size() == 2,
-                 "Fully Connected input should be 2-D tensor.");
+  PADDLE_ENFORCE(w_dims.size() == 2 || w_dims.size() == 4,
+                 "Fully Connected input should be 2-D or 4-D tensor.");
 
   ctx->SetOutputDim("Out", framework::make_ddim(output_shape));
   ctx->ShareLoD("Input", "Out");
@@ -73,19 +74,9 @@ framework::OpKernelType FCOpGrad::GetExpectedKernelType(
 
 FCOpMaker::FCOpMaker(OpProto* proto, OpAttrChecker* op_checker)
     : OpProtoAndCheckerMaker(proto, op_checker) {
-  AddInput(
-      "Input",
-      "(Tensor) The input tensor of fully connected operator. "
-      "The format of input tensor is NCHW, where N is batch size, C is the "
-      "number of channels, H is the height of the feature, "
-      "and W is the width of the feature.");
+  AddInput("Input", "(Tensor) The input tensor of fully connected operator. ");
   AddInput("W", "(Tensor), The second input tensor of fc op.");
-  AddOutput("Out",
-            "(Tensor) The output tensor of fully connected operator. "
-            "The format of output tensor is also NCHW, "
-            "where N is batch size, C is the number of channels, "
-            "H is the height of the feature, "
-            "and W is the width of the feature.");
+  AddOutput("Out", "(Tensor) The output tensor of fully connected operator. ");
   AddAttr<bool>("use_mkldnn",
                 "(bool, default false) Only used in mkldnn kernel")
       .SetDefault(false);

From 766c74055a892b0b6759f57bc3b9bbbaf523386e Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Tue, 3 Apr 2018 19:25:29 +0800
Subject: [PATCH 29/79] follow comments

---
 paddle/fluid/memory/CMakeLists.txt            |  6 +++---
 paddle/fluid/memory/detail/system_allocator.h |  8 ++++++--
 paddle/fluid/memory/pinned_memory_test.cu     | 18 +++++++++++-------
 3 files changed, 20 insertions(+), 12 deletions(-)

diff --git a/paddle/fluid/memory/CMakeLists.txt b/paddle/fluid/memory/CMakeLists.txt
index 53fd8626fa..66e4f8cdd0 100644
--- a/paddle/fluid/memory/CMakeLists.txt
+++ b/paddle/fluid/memory/CMakeLists.txt
@@ -15,6 +15,6 @@ cc_library(paddle_memory
 
 cc_test(memory_test SRCS memory_test.cc DEPS place paddle_memory)
 
-if (WITH_GPU)
-    nv_test(pinned_memory_test SRCS pinned_memory_test.cu  DEPS place paddle_memory)
-endif()
+# if (WITH_GPU)
+#    nv_test(pinned_memory_test SRCS pinned_memory_test.cu  DEPS place paddle_memory)
+# endif()
diff --git a/paddle/fluid/memory/detail/system_allocator.h b/paddle/fluid/memory/detail/system_allocator.h
index c2f474f4b6..e3c50ef648 100644
--- a/paddle/fluid/memory/detail/system_allocator.h
+++ b/paddle/fluid/memory/detail/system_allocator.h
@@ -21,8 +21,9 @@ namespace memory {
 namespace detail {
 
 /**
- * \brief SystemAllocator is the parent class of CPUAllocator and GPUAllocator.
- *        A BuddyAllocator object uses a SystemAllocator* pointing to the
+ * \brief SystemAllocator is the parent class of CPUAllocator,
+ *        CUDAPinnedAllocator and GPUAllocator. A BuddyAllocator
+ *        object uses a SystemAllocator* pointing to the
  *        underlying system allocator.
  */
 class SystemAllocator {
@@ -43,6 +44,8 @@ class CPUAllocator : public SystemAllocator {
 #ifdef PADDLE_WITH_CUDA
 class GPUAllocator : public SystemAllocator {
  public:
+  explicit GPUAllocator(int gpu_id) : gpu_id_(gpu_id) {}
+
   virtual void* Alloc(size_t& index, size_t size);
   virtual void Free(void* p, size_t size, size_t index);
   virtual bool UseGpu() const;
@@ -50,6 +53,7 @@ class GPUAllocator : public SystemAllocator {
  private:
   size_t gpu_alloc_size_ = 0;
   size_t fallback_alloc_size_ = 0;
+  int gpu_id_;
 };
 
 class CUDAPinnedAllocator : public SystemAllocator {
diff --git a/paddle/fluid/memory/pinned_memory_test.cu b/paddle/fluid/memory/pinned_memory_test.cu
index cba39cd407..926a5b265b 100644
--- a/paddle/fluid/memory/pinned_memory_test.cu
+++ b/paddle/fluid/memory/pinned_memory_test.cu
@@ -24,6 +24,8 @@ limitations under the License. */
 #include <gtest/gtest.h>
 #include <unordered_map>
 
+// This unit test is an example comparing the performance between using pinned
+// memory and not. In general, using pinned memory will be faster.
 template <typename T>
 __global__ void Kernel(T* output, int dim) {
   int tid = blockIdx.x * blockDim.x + threadIdx.x;
@@ -33,7 +35,7 @@ __global__ void Kernel(T* output, int dim) {
 }
 
 template <typename Place>
-void test_pinned_memory() {
+float test_pinned_memory() {
   Place cpu_place;
   paddle::platform::CUDAPlace cuda_place;
 
@@ -133,12 +135,14 @@ void test_pinned_memory() {
     paddle::memory::Free(cpu_place, output_pinned_mem[j]);
     paddle::memory::Free(cuda_place, gpu_mem[j]);
   }
+  return elapsedTime / 30;
 }
 
-TEST(CPUANDCUDAPinned, CPUAllocator) {
-  test_pinned_memory<paddle::platform::CPUPlace>();
+TEST(CPUANDCUDAPinned, CPUAllocatorAndCUDAPinnedAllocator) {
+  // Generally speaking, operation on pinned_memory is faster than that on
+  // unpinned-memory, but if this unit test fails frequently, please close this
+  // test for the time being.
+  float time1 = test_pinned_memory<paddle::platform::CPUPlace>();
+  float time2 = test_pinned_memory<paddle::platform::CUDAPinnedPlace>();
+  EXPECT_GT(time1, time2)
 }
-
-TEST(CPUANDCUDAPinned, CUDAPinnedAllocator) {
-  test_pinned_memory<paddle::platform::CUDAPinnedPlace>();
-}
\ No newline at end of file

From 09b53c086de7011d445758f4dafa875d2d14ed4c Mon Sep 17 00:00:00 2001
From: Luo Tao <luotao02@baidu.com>
Date: Tue, 3 Apr 2018 20:51:16 +0800
Subject: [PATCH 30/79] add remove_var from c++ end

---
 paddle/fluid/framework/block_desc.h           |  3 ++
 paddle/fluid/pybind/protobuf.cc               | 18 +++++---
 .../tests/unittests/test_protobuf_descs.py    | 42 +++++++++----------
 3 files changed, 37 insertions(+), 26 deletions(-)

diff --git a/paddle/fluid/framework/block_desc.h b/paddle/fluid/framework/block_desc.h
index 468423e0e8..873969b2a8 100644
--- a/paddle/fluid/framework/block_desc.h
+++ b/paddle/fluid/framework/block_desc.h
@@ -17,6 +17,7 @@ limitations under the License. */
 #include <deque>
 #include <memory>
 #include <set>
+#include <string>
 #include <unordered_map>
 #include <vector>
 
@@ -96,6 +97,8 @@ class BlockDesc {
    */
   void RemoveOp(size_t s, size_t e);
 
+  void RemoveVar(const std::string &name) { vars_.erase(name); }
+
   std::vector<OpDesc *> AllOps() const;
 
   size_t OpSize() const { return ops_.size(); }
diff --git a/paddle/fluid/pybind/protobuf.cc b/paddle/fluid/pybind/protobuf.cc
index 45a64f4384..985984983a 100644
--- a/paddle/fluid/pybind/protobuf.cc
+++ b/paddle/fluid/pybind/protobuf.cc
@@ -15,6 +15,8 @@ limitations under the License. */
 #include "paddle/fluid/pybind/protobuf.h"
 #include <deque>
 #include <iostream>
+#include <string>
+#include <tuple>
 #include "paddle/fluid/framework/backward.h"
 #include "paddle/fluid/framework/block_desc.h"
 #include "paddle/fluid/framework/op_desc.h"
@@ -98,7 +100,7 @@ namespace pybind {
 using namespace paddle::framework;  // NOLINT
 
 template <typename T>
-static py::bytes SerializeMessage(T &self) {
+static py::bytes SerializeMessage(T &self) {  // NOLINT
   // Check IsInitialized in Python
   std::string retv;
   PADDLE_ENFORCE(self.Proto()->SerializePartialToString(&retv),
@@ -107,7 +109,7 @@ static py::bytes SerializeMessage(T &self) {
 }
 
 // Bind Methods
-void BindProgramDesc(py::module &m) {
+void BindProgramDesc(py::module &m) {  // NOLINT
   py::class_<ProgramDesc>(m, "ProgramDesc", "")
       .def(py::init<>())
       .def("__init__",
@@ -151,7 +153,7 @@ void BindProgramDesc(py::module &m) {
            });
 }
 
-void BindBlockDesc(py::module &m) {
+void BindBlockDesc(py::module &m) {  // NOLINT
   py::class_<BlockDesc>(m, "BlockDesc", "")
       .def_property_readonly("id", &BlockDesc::ID)
       .def_property_readonly("parent", &BlockDesc::Parent)
@@ -200,13 +202,19 @@ void BindBlockDesc(py::module &m) {
              return self.FindVarRecursive(name);
            },
            py::return_value_policy::reference)
+      .def("remove_var",
+           [](BlockDesc &self, py::bytes byte_name) {
+             std::string name = byte_name;
+             return self.RemoveVar(name);
+           },
+           py::return_value_policy::reference)
       .def("all_vars", &BlockDesc::AllVars, py::return_value_policy::reference)
       .def("op_size", &BlockDesc::OpSize)
       .def("op", &BlockDesc::Op, py::return_value_policy::reference)
       .def("serialize_to_string", SerializeMessage<BlockDesc>);
 }
 
-void BindVarDsec(py::module &m) {
+void BindVarDsec(py::module &m) {  // NOLINT
   py::class_<VarDesc> var_desc(m, "VarDesc", "");
   var_desc
       .def("name",
@@ -257,7 +265,7 @@ void BindVarDsec(py::module &m) {
       .value("RAW", proto::VarType::RAW);
 }
 
-void BindOpDesc(py::module &m) {
+void BindOpDesc(py::module &m) {  // NOLINT
   py::enum_<proto::AttrType>(m, "AttrType", "")
       .value("INT", proto::AttrType::INT)
       .value("INTS", proto::AttrType::INTS)
diff --git a/python/paddle/fluid/tests/unittests/test_protobuf_descs.py b/python/paddle/fluid/tests/unittests/test_protobuf_descs.py
index e4cf4a8bce..f98a8bbc68 100644
--- a/python/paddle/fluid/tests/unittests/test_protobuf_descs.py
+++ b/python/paddle/fluid/tests/unittests/test_protobuf_descs.py
@@ -19,9 +19,9 @@ from paddle.fluid.framework import Program
 
 class TestOpDesc(unittest.TestCase):
     def test_op_desc(self):
-        prog = core.ProgramDesc()
-        self.assertIsNotNone(prog)
-        block = prog.block(0)
+        program_desc = core.ProgramDesc()
+        self.assertIsNotNone(program_desc)
+        block = program_desc.block(0)
         self.assertIsNotNone(block)
         op = block.append_op()
         self.assertIsNotNone(op)
@@ -67,7 +67,7 @@ class TestOpDesc(unittest.TestCase):
 
         self.assertEqual(8, len(op.attr_names()))
 
-        op.set_block_attr("block_attr", prog.block(0))
+        op.set_block_attr("block_attr", program_desc.block(0))
         self.assertEqual(0, op.block_attr("block_attr"))
 
         mul_op = block.append_op()
@@ -88,20 +88,20 @@ class TestProgramDesc(unittest.TestCase):
         del program_desc
 
     def test_append_block(self):
-        prog_desc = core.ProgramDesc()
-        self.assertIsNotNone(prog_desc)
-        block_root = prog_desc.block(0)
+        program_desc = core.ProgramDesc()
+        self.assertIsNotNone(program_desc)
+        block_root = program_desc.block(0)
         self.assertIsNotNone(block_root)
         self.assertEqual(block_root.id, 0)
-        block1 = prog_desc.append_block(block_root)
-        block2 = prog_desc.append_block(block1)
+        block1 = program_desc.append_block(block_root)
+        block2 = program_desc.append_block(block1)
         self.assertIsNotNone(block1)
         self.assertEqual(block1.id, block2.parent)
         self.assertEqual(block_root.id, block1.parent)
-        block3 = prog_desc.append_block(block_root)
+        block3 = program_desc.append_block(block_root)
         self.assertEqual(block3.parent, block_root.id)
-        self.assertEqual(prog_desc.block(1).id, 1)
-        self.assertEqual(4, prog_desc.num_blocks())
+        self.assertEqual(program_desc.block(1).id, 1)
+        self.assertEqual(4, program_desc.num_blocks())
 
 
 class TestVarDesc(unittest.TestCase):
@@ -162,9 +162,9 @@ class TestVarDesc(unittest.TestCase):
 
 class TestBlockDesc(unittest.TestCase):
     def test_add_var(self):
-        prog = core.ProgramDesc()
-        self.assertIsNotNone(prog)
-        block = prog.block(0)
+        program_desc = core.ProgramDesc()
+        self.assertIsNotNone(program_desc)
+        block = program_desc.block(0)
         self.assertIsNotNone(block)
         var1 = block.var("var1")
         var2 = block.var("var2")
@@ -175,9 +175,9 @@ class TestBlockDesc(unittest.TestCase):
         self.assertEqual(var2_re, var2)
 
     def test_add_op(self):
-        prog = core.ProgramDesc()
-        self.assertIsNotNone(prog)
-        block = prog.block(0)
+        program_desc = core.ProgramDesc()
+        self.assertIsNotNone(program_desc)
+        block = program_desc.block(0)
         self.assertIsNotNone(block)
         op1 = block.append_op()
         op2 = block.append_op()
@@ -189,9 +189,9 @@ class TestBlockDesc(unittest.TestCase):
 
     def test_remove_op(self):
         program = Program()
-        prog = program.desc
-        self.assertIsNotNone(prog)
-        block = prog.block(0)
+        program_desc = program.desc
+        self.assertIsNotNone(program_desc)
+        block = program_desc.block(0)
         self.assertIsNotNone(block)
 
         op0 = block.append_op()

From 51c22fe434a7a9ba0db4f3f9497f04387e95563a Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Tue, 3 Apr 2018 22:09:01 +0800
Subject: [PATCH 31/79] follow comments

---
 paddle/fluid/memory/CMakeLists.txt        |  6 +++---
 paddle/fluid/memory/pinned_memory_test.cu | 11 +++++------
 2 files changed, 8 insertions(+), 9 deletions(-)

diff --git a/paddle/fluid/memory/CMakeLists.txt b/paddle/fluid/memory/CMakeLists.txt
index 66e4f8cdd0..8b3043af7a 100644
--- a/paddle/fluid/memory/CMakeLists.txt
+++ b/paddle/fluid/memory/CMakeLists.txt
@@ -15,6 +15,6 @@ cc_library(paddle_memory
 
 cc_test(memory_test SRCS memory_test.cc DEPS place paddle_memory)
 
-# if (WITH_GPU)
-#    nv_test(pinned_memory_test SRCS pinned_memory_test.cu  DEPS place paddle_memory)
-# endif()
+#if (WITH_GPU)
+#   nv_test(pinned_memory_test SRCS pinned_memory_test.cu  DEPS place paddle_memory)
+#endif()
diff --git a/paddle/fluid/memory/pinned_memory_test.cu b/paddle/fluid/memory/pinned_memory_test.cu
index 926a5b265b..a000001f41 100644
--- a/paddle/fluid/memory/pinned_memory_test.cu
+++ b/paddle/fluid/memory/pinned_memory_test.cu
@@ -11,6 +11,8 @@ 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 <gtest/gtest.h>
+#include <unordered_map>
 
 #include "paddle/fluid/memory/detail/memory_block.h"
 #include "paddle/fluid/memory/detail/meta_data.h"
@@ -21,9 +23,6 @@ limitations under the License. */
 #include "paddle/fluid/platform/gpu_info.h"
 #include "paddle/fluid/platform/place.h"
 
-#include <gtest/gtest.h>
-#include <unordered_map>
-
 // This unit test is an example comparing the performance between using pinned
 // memory and not. In general, using pinned memory will be faster.
 template <typename T>
@@ -114,8 +113,8 @@ float test_pinned_memory() {
   cudaEventSynchronize(stop_e);
   cudaEventElapsedTime(&elapsedTime, start_e, stop_e);
 
-  std::cout << cpu_place << " "
-            << "time consume:" << elapsedTime / 30 << std::endl;
+  // std::cout << cpu_place << " "
+  //          << "time consume:" << elapsedTime / 30 << std::endl;
 
   for (int l = 0; l < iteration; ++l) {
     for (int k = 0; k < data_size; ++k) {
@@ -144,5 +143,5 @@ TEST(CPUANDCUDAPinned, CPUAllocatorAndCUDAPinnedAllocator) {
   // test for the time being.
   float time1 = test_pinned_memory<paddle::platform::CPUPlace>();
   float time2 = test_pinned_memory<paddle::platform::CUDAPinnedPlace>();
-  EXPECT_GT(time1, time2)
+  EXPECT_GT(time1, time2);
 }

From 3ceff3057b5ca1803ee64679fe24a0bf5512707a Mon Sep 17 00:00:00 2001
From: Kevin Zhan <zk_1028@aliyun.com>
Date: Wed, 4 Apr 2018 00:28:49 +0800
Subject: [PATCH 32/79] Update recurrent_group_en.md (#9445)

* Update recurrent_group_en.md

Fix https://github.com/PaddlePaddle/Paddle/issues/9013

* Update recurrent_group_en.md
---
 doc/v2/howto/rnn/recurrent_group_en.md | 95 +++++++++++++++++++++++++-
 1 file changed, 94 insertions(+), 1 deletion(-)

diff --git a/doc/v2/howto/rnn/recurrent_group_en.md b/doc/v2/howto/rnn/recurrent_group_en.md
index d264b0a9f8..de6b60f29e 100644
--- a/doc/v2/howto/rnn/recurrent_group_en.md
+++ b/doc/v2/howto/rnn/recurrent_group_en.md
@@ -1,3 +1,96 @@
 # Recurrent Group Tutorial
 
-TBD
+## Overview
+
+Sequential data is common in natural language processing.
+
+A sentence is a sequence of words and many sentences form a paragraph further. Therefore, a paragraph can be viewed as a nested sequence with two level, where each element of the sequence is another sequence. That is to say, sequential data could be recursive. An example of two-level recursive sequential data is that an article is composed of a sequence of sentences, and each sentence a sequence of words.
+
+PaddlePaddle and PaddlePaddle v2 support two-level recursive sequential data. The two-level sequence is a very flexible data, which helps us to better describe more complex language data such as discribing paragraphs and several rounds of dialogues. Based on two-level sequence input, we can design and build a flexible, hierarchical RNN model that encodes input data from the word and sentence level. For the support of arbitrary levels, please refer to PaddlePaddle Fluid.
+
+In PaddlePaddle, `recurrent_group` is an arbitrarily complex RNN unit. The user only needs to define the calculation that the RNN will complete in one time step. PaddlePaddle is responsible for the propagation of information and error in time series.
+
+Furthermore, `recurrent_group` can also be extended to handle two-level sequence. By defining two nested `recurrent_group` operations at the clause level and the word level respectively, a hierarchical and complex RNN is finally achieved.
+
+Currently, in the PaddlePaddle, there are `recurrent_group` and some Layers that can process bidirectional sequences. For details, refer to the document: <a href = "hierarchical_layer_en.html">Layers for supporting double-layer sequences as input.</a>
+
+## Related Concepts
+
+### Basic Principle 
+`recurrent_group` is an arbitrarily complex RNN unit supported by PaddlePaddle. The user only needs to focus on the calculations that the RNN is designed to complete within a single time step. The PaddlePaddle is responsible for completing the propagation of information and gradients over time.
+
+In PaddlePaddle, a simple call to `recurrent_group` is as follows:
+
+``` python 
+recurrent_group(step, input, reverse) 
+```
+- step: A callable function that defines the calculations completed by the RNN unit within a time step
+- input: The input must be a single-layer sequence or a double-layer sequence
+- reverse: Whether to process the input sequence in reverse order
+
+The core of using `recurrent_group` is to design the logic of the step function. The step function can be freely combined with various layers supported by PaddlePaddle to complete arbitrary arithmetic logic. The input of `recurrent_group` (input) becomes the input of the step function. Since the step function only focuses on the calculation within one time step of RNN, here `recurrent_group` completes the splitting of the original input data for us.
+
+### Input
+The input sequence processed by `recurrent_group` is mainly divided into the following three types:
+
+- **Input Data**: When putting a two-level sequence into `recurrent_group`, it will be disassembled into a single-level sequence. When putting a single-level sequence into `recurrent_group`, it will be disassembled into a non-sequence and then passed to the step function. This process is completely transparent to the user. There are two possible types: 1) User input via data_layer; 2) Output from other layers.
+		
+- **Read-only Memory Input**: `StaticInput` defines a read-only Memory. The input specified by `StaticInput` will not be disassembled by `recurrent_group`, and each time step of the `recurrent_group` loop will always be able to reference all inputs. It may be a non-sequence or a single-layer sequence.
+	  
+- **Input of Sequence Generation Task**: `GeneratedInput` is only used to specify input data in a sequence generation task.
+
+### Input Example
+
+Sequence generation tasks mostly follow the encoder-decoer architecture. The encoder and decoder can be arbitrary neural network units capable of processing sequences and RNN is the most popular choice.
+
+Given the encoder output and the current word, the decoder predicts the next most likely word each time. In this structure, the decoder accepts two inputs:
+
+- Target sequence to be generated: a input of the decoder and the basis of the decoder loop. `recurrent_group` will disassemble this input type.
+
+- Encoder output, an non-sequencce or single-sequence: a unbounded memory. Each time step in the decoder loop will reference the entire result and should not be disassembled. This type of input must be specified via `StaticInput`. For more discussion on Unbounded Memory, please refer to the paper [Neural Turning Machine](https://arxiv.org/abs/1410.5401).
+
+In a sequence generation task, the decoder RNN always refers to the word vector of the word predicted at the previous moment as the current time input. `GeneratedInput` will automate this process.
+
+### Output
+The `step` function must return the output of one or more Layers. The output of this Layer will be the final output of the entire `recurrent_group`. In the output process, `recurrent_group` will concatenate the output of each time step, which is also transparent to the user.
+
+### Memory
+Memory can only be defined and used in `recurrent_group`. Memory cannot exist independently and must point to a layer defined by PaddlePaddle. Memory is referenced to get a momentary output from this layer, so memory can be interpreted as a delay operation.
+
+The user can explicitly specify the output of a layer to initialize the memory. When not specified, memory is initialized to 0 by default.
+
+## Sequence-level RNN Introduction
+
+`recurrent_group` helps us to split the input sequence, merge the output, and loop through the sequence of computational logic.
+
+Using this feature, the two nested `recurrent_group` can handle the nested two-level sequences, implementing sequence-level RNN structures at both the word and sentence levels.
+
+- Word-level RNN:  each state corresponds to a word.
+- Sequence-level RNN: a sequence-layer RNN consists of multiple word-layer RNNs. Each word-layer RNN (ie, each state of a sequence-layer RNN) has a subsequence.
+
+For convenience of description, the following takes the NLP task as an example. A paragraph containing a subsequence is defined as a two-level sequence, and a sentence containing a word is defined as a single-layer sequence. Then, the zero-level sequence is a word.
+
+## Usage of Sequence-level RNN
+
+### Usage of Training Process
+Using `recurrent_group` requires the following conventions:
+
+- **Single-input Single-output**: Both input and output are single layer sequences.
+  - If there are multiple inputs, the number of words in different input sequences must be exactly equal.
+  - A single-layer sequence is output, and the number of words in the output sequence is the same as the input sequence.
+  - memory: define memory to point to a layer in the step function, get a moment output from this layer by referencing memory to form a recurrent connection. The is_seq parameter of memory must be false. If memory is not defined, the operations within each time step are independent.
+  - boot_layer: the initial state of memory, set 0 by default. is_seq in memory must be false.
+ 
+- **Double-input Double-output**: Both input and output are two-level sequence.
+  - If there are multiple input sequences, the number of subsequence contained in different inputs must be strictly equal, but the number of words in the subsequence may not be equal.
+  - output a two-level sequence. The number of subsequence and the number of words are the same as the specified input sequence and the first input is default.
+  - memory: defining memory in the step function, pointing to a layer, by referring to the memory to get the output of this layer at a time, forming a recurrent connection. The memory defined in the outer `recurrent_group` step function can record the state of the previous subsequence, either as a single-level sequence (only as read-only memory) or as a word. If memory is not defined, the operations between subsequence are independent.
+  - boot_layer: the initial state of memory. It is either a single-level sequence (only as read-only memory) or a vector. The default is not set, that is, the initial state is 0.
+
+- **Double-input Single-output**: not support for now, and output the error with "In hierachical RNN, all out links should be from sequences now".
+ 
+### Usage of Generation Process
+Using `beam_search` need follow those conventions: 
+
+- Word-level RNN: generate the next word from a word.
+- Sequence-level RNN: the single-layer RNN generated subsequence is concatenated into a new double-layer sequence. Semantically, there is no case where a subsequence generates the next subseq directly.

From 937797849e22b5e0ce642ebc9d673eac0b40e9f5 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Tue, 3 Apr 2018 10:36:49 -0700
Subject: [PATCH 33/79] Fix serde_test.cc compile error

---
 paddle/fluid/operators/detail/serde_test.cc | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/operators/detail/serde_test.cc b/paddle/fluid/operators/detail/serde_test.cc
index 6fb2369e6e..f8cae6b26a 100644
--- a/paddle/fluid/operators/detail/serde_test.cc
+++ b/paddle/fluid/operators/detail/serde_test.cc
@@ -102,12 +102,12 @@ void RunSerdeTestSelectedRows(platform::Place place) {
   } else {
     tensor_data2 = const_cast<float*>(tensor2->data<float>());
   }
-  const size_t* rows_data2 = rows2->data();
+  const int64_t* rows_data2 = rows2->data();
 
   for (int i = 0; i < tensor_numel; ++i) {
     EXPECT_FLOAT_EQ(tensor_data2[i], 32.7);
   }
-  for (size_t i = 0; i < rows2->size(); ++i) {
+  for (int64_t i = 0; i < rows2->size(); ++i) {
     EXPECT_EQ(rows_data2[i], i);
   }
   EXPECT_EQ(slr2->height(), 1000);

From 54316bdd7ecda394df2c54c8173b7d886506fc39 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Tue, 3 Apr 2018 11:53:21 -0700
Subject: [PATCH 34/79] Update

---
 paddle/fluid/operators/conv_op.cc | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/paddle/fluid/operators/conv_op.cc b/paddle/fluid/operators/conv_op.cc
index 650bc92be2..695db841a4 100644
--- a/paddle/fluid/operators/conv_op.cc
+++ b/paddle/fluid/operators/conv_op.cc
@@ -13,6 +13,10 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/conv_op.h"
+
+#include <string>
+#include <vector>
+
 #ifdef PADDLE_WITH_CUDA
 #include "paddle/fluid/platform/cudnn_helper.h"
 #endif

From ebcf5fb9d44e581e0f0f56873fb638a9d71447c5 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Tue, 3 Apr 2018 13:26:12 -0700
Subject: [PATCH 35/79] Fix compare warning

---
 paddle/fluid/operators/listen_and_serv_op.cc | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/operators/listen_and_serv_op.cc b/paddle/fluid/operators/listen_and_serv_op.cc
index b19add24e2..6cc468e449 100644
--- a/paddle/fluid/operators/listen_and_serv_op.cc
+++ b/paddle/fluid/operators/listen_and_serv_op.cc
@@ -96,7 +96,7 @@ class ListenAndServOp : public framework::OperatorBase {
 
     auto *block = Attr<framework::BlockDesc *>(kOptimizeBlock);
     auto *program = block->Program();
-    int num_blocks = program->Size();
+    size_t num_blocks = program->Size();
     PADDLE_ENFORCE_GE(num_blocks, 2,
                       "server program should have at least 2 blocks");
 
@@ -153,7 +153,7 @@ class ListenAndServOp : public framework::OperatorBase {
 
       // The optimize blocks which have the same parent ID would run parallel
       // TODO(Yancey1989): need to use ParallelExecutor for future
-      size_t last_parent_blkid = program->Block(1).Parent();
+      int32_t last_parent_blkid = program->Block(1).Parent();
       std::vector<size_t> parallel_blkids;
       parallel_blkids.push_back(1);
       double ts = detail::GetTimestamp();

From e941914a3377b00400b0a096aa64f544e9311364 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Tue, 3 Apr 2018 13:37:34 -0700
Subject: [PATCH 36/79] Fix compilation warnings in variable_response.cc

---
 paddle/fluid/operators/detail/variable_response.cc | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/operators/detail/variable_response.cc b/paddle/fluid/operators/detail/variable_response.cc
index f59c9b50bb..01eb8acc55 100644
--- a/paddle/fluid/operators/detail/variable_response.cc
+++ b/paddle/fluid/operators/detail/variable_response.cc
@@ -13,7 +13,11 @@
 // limitations under the License.
 
 #include "paddle/fluid/operators/detail/variable_response.h"
-#include <string.h>
+
+#include <string>
+#include <utility>
+#include <vector>
+
 #include "paddle/fluid/operators/detail/send_recv.pb.h"
 #include "paddle/fluid/operators/detail/sendrecvop_utils.h"
 
@@ -151,7 +155,7 @@ bool VariableResponse::CopySelectRowsTensorData(
   auto* tensor = slr->mutable_value();
   tensor->Resize(dims);
   PADDLE_ENFORCE_EQ(
-      tensor->numel(),
+      static_cast<size_t>(tensor->numel()),
       length / framework::SizeOfType(
                    paddle::operators::detail::ToTypeIndex(meta_.data_type())));
   void* tensor_data = tensor->mutable_data(

From 66e0aed700b51b94a751bf6acb885b098685a054 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Tue, 3 Apr 2018 15:17:00 -0700
Subject: [PATCH 37/79] Fix compilation warnings of fix_split_ids_op.h (#9619)

---
 paddle/fluid/operators/split_ids_op.h | 9 +++------
 1 file changed, 3 insertions(+), 6 deletions(-)

diff --git a/paddle/fluid/operators/split_ids_op.h b/paddle/fluid/operators/split_ids_op.h
index 3e750ed2d1..d36ed398eb 100644
--- a/paddle/fluid/operators/split_ids_op.h
+++ b/paddle/fluid/operators/split_ids_op.h
@@ -30,19 +30,16 @@ class SplitIdsOpKernel : public framework::OpKernel<T> {
       PADDLE_THROW("SplitIds do not support GPU kernel");
     }
 
-    const auto* ids_t = ctx.Input<framework::LoDTensor>("Ids");
-    auto& ids_dims = ids_t->dims();
+    auto& ids_dims = ctx.Input<framework::LoDTensor>("Ids")->dims();
+    const T* ids = ctx.Input<framework::LoDTensor>("Ids")->data<T>();
     auto outs = ctx.MultiOutput<framework::LoDTensor>("Out");
-
-    const T* ids = ids_t->data<T>();
-
     const size_t shard_num = outs.size();
 
     std::vector<std::vector<T>> out_ids;
     out_ids.resize(outs.size());
 
     // split id by their shard_num.
-    for (size_t i = 0; i < ids_dims[0]; ++i) {
+    for (int i = 0; i < ids_dims[0]; ++i) {
       T id = ids[i];
       size_t shard_id = static_cast<size_t>(id) % shard_num;
       out_ids[shard_id].push_back(id);

From 187ba08789619a5a92b67d457dbed165c1b086af Mon Sep 17 00:00:00 2001
From: Kexin Zhao <zhaokexin01@baidu.com>
Date: Tue, 3 Apr 2018 17:50:55 -0700
Subject: [PATCH 38/79] enable tensor core for conv cudnn

---
 paddle/fluid/operators/conv_cudnn_op.cu.cc | 22 ++++++++++++++++++++++
 paddle/fluid/platform/cudnn_helper.h       |  4 +++-
 paddle/fluid/platform/dynload/cudnn.h      |  4 ++--
 3 files changed, 27 insertions(+), 3 deletions(-)

diff --git a/paddle/fluid/operators/conv_cudnn_op.cu.cc b/paddle/fluid/operators/conv_cudnn_op.cu.cc
index a32aba4c1f..c70e3cc3c9 100644
--- a/paddle/fluid/operators/conv_cudnn_op.cu.cc
+++ b/paddle/fluid/operators/conv_cudnn_op.cu.cc
@@ -128,10 +128,32 @@ class CUDNNConvOpKernel : public framework::OpKernel<T> {
         handle, cudnn_input_desc, cudnn_filter_desc, cudnn_conv_desc,
         cudnn_output_desc, CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT,
         workspace_size_limit, &algo));
+
+#if CUDA_VERSION >= 9000 && CUDNN_VERSION_MIN(7, 0, 1)
+    // Tensor core is supported since the volta GPU and
+    // is only enabled when input and filter data are float16
+    if (dev_ctx.GetComputeCapability() >= 70 &&
+        std::type_index(typeid(T)) ==
+            std::type_index(typeid(platform::float16))) {
+      PADDLE_ENFORCE(platform::dynload::cudnnSetConvolutionMathType(
+          cudnn_conv_desc, CUDNN_TENSOR_OP_MATH));
+      // Currently tensor core is only enabled using this algo
+      algo = CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_PRECOMP_GEMM;
+    } else {
+      PADDLE_ENFORCE(platform::dynload::cudnnSetConvolutionMathType(
+          cudnn_conv_desc, CUDNN_DEFAULT_MATH));
+    }
+#endif
+
     // get workspace size able to allocate
     PADDLE_ENFORCE(platform::dynload::cudnnGetConvolutionForwardWorkspaceSize(
         handle, cudnn_input_desc, cudnn_filter_desc, cudnn_conv_desc,
         cudnn_output_desc, algo, &workspace_size_in_bytes));
+    // It is possible for float16 on Volta GPU to allocate more memory than
+    // the limit because the algo is overrided to use tensor core.
+    PADDLE_ENFORCE_LE(workspace_size_in_bytes, workspace_size_limit,
+                      "workspace_size to be allocated exceeds the limit");
+
     // Allocate on GPU memory
     platform::CUDAPlace gpu = boost::get<platform::CUDAPlace>(ctx.GetPlace());
     cudnn_workspace = paddle::memory::Alloc(gpu, workspace_size_in_bytes);
diff --git a/paddle/fluid/platform/cudnn_helper.h b/paddle/fluid/platform/cudnn_helper.h
index 7c604e14eb..c0d399d078 100644
--- a/paddle/fluid/platform/cudnn_helper.h
+++ b/paddle/fluid/platform/cudnn_helper.h
@@ -257,9 +257,11 @@ class ScopedConvolutionDescriptor {
     }
 #endif
 
+    cudnnDataType_t compute_type =
+        (type == CUDNN_DATA_DOUBLE) ? CUDNN_DATA_DOUBLE : CUDNN_DATA_FLOAT;
     PADDLE_ENFORCE(dynload::cudnnSetConvolutionNdDescriptor(
         desc_, pads.size(), pads.data(), strides.data(), dilations.data(),
-        CUDNN_CROSS_CORRELATION, type));
+        CUDNN_CROSS_CORRELATION, compute_type));
     return desc_;
   }
 
diff --git a/paddle/fluid/platform/dynload/cudnn.h b/paddle/fluid/platform/dynload/cudnn.h
index 81acc445bd..3f91bd2fe4 100644
--- a/paddle/fluid/platform/dynload/cudnn.h
+++ b/paddle/fluid/platform/dynload/cudnn.h
@@ -16,7 +16,6 @@ limitations under the License. */
 
 #include <cudnn.h>
 #include <dlfcn.h>
-#include <mutex>
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
 namespace paddle {
@@ -140,7 +139,8 @@ CUDNN_DNN_ROUTINE_EACH_R5(DECLARE_DYNAMIC_LOAD_CUDNN_WRAP)
 
 #if CUDNN_VERSION >= 7001
 #define CUDNN_DNN_ROUTINE_EACH_R7(__macro) \
-  __macro(cudnnSetConvolutionGroupCount);
+  __macro(cudnnSetConvolutionGroupCount);  \
+  __macro(cudnnSetConvolutionMathType);
 CUDNN_DNN_ROUTINE_EACH_R7(DECLARE_DYNAMIC_LOAD_CUDNN_WRAP)
 #endif
 

From 9ba36604d845fedc4f82fad637a5f056648301ee Mon Sep 17 00:00:00 2001
From: Kexin Zhao <zhaokexin01@baidu.com>
Date: Tue, 3 Apr 2018 17:58:50 -0700
Subject: [PATCH 39/79] fix cpplint error

---
 paddle/fluid/platform/dynload/cudnn.h | 1 +
 1 file changed, 1 insertion(+)

diff --git a/paddle/fluid/platform/dynload/cudnn.h b/paddle/fluid/platform/dynload/cudnn.h
index 3f91bd2fe4..49a54d8478 100644
--- a/paddle/fluid/platform/dynload/cudnn.h
+++ b/paddle/fluid/platform/dynload/cudnn.h
@@ -16,6 +16,7 @@ limitations under the License. */
 
 #include <cudnn.h>
 #include <dlfcn.h>
+#include <mutex>  // NOLINT
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
 namespace paddle {

From 8baf59cebe16e0124e9414c5bddd9d84d06c4ac5 Mon Sep 17 00:00:00 2001
From: weixing02 <564445201@qq.com>
Date: Wed, 4 Apr 2018 10:59:32 +0800
Subject: [PATCH 40/79] Upload image sources to github

---
 .../design/algorithm/parameter_average.md     |   4 +-
 doc/fluid/images/2_level_rnn.dot              |  56 +++++++++++
 doc/fluid/images/2_level_rnn.png              | Bin 0 -> 52666 bytes
 .../LOD-and-shape-changes-during-decoding.jpg | Bin 0 -> 62624 bytes
 doc/fluid/images/asgd.gif                     | Bin 0 -> 620 bytes
 doc/fluid/images/batch_norm_fork.dot          |  25 +++++
 doc/fluid/images/batch_norm_fork.png          | Bin 0 -> 23873 bytes
 doc/fluid/images/batch_norm_op_kernel.png     | Bin 0 -> 165209 bytes
 doc/fluid/images/beam_search.png              | Bin 0 -> 474749 bytes
 doc/fluid/images/ci_build_whl.png             | Bin 0 -> 287162 bytes
 doc/fluid/images/compiler.graffle             | Bin 0 -> 2661 bytes
 doc/fluid/images/compiler.png                 | Bin 0 -> 15841 bytes
 doc/fluid/images/control_flow_graph.png       | Bin 0 -> 85311 bytes
 doc/fluid/images/dataflow_equations.png       | Bin 0 -> 23064 bytes
 doc/fluid/images/dcgan.png                    | Bin 0 -> 57995 bytes
 doc/fluid/images/deep_learning.png            | Bin 0 -> 40605 bytes
 doc/fluid/images/dist-graph.graffle           | Bin 0 -> 6430 bytes
 doc/fluid/images/dist-graph.png               | Bin 0 -> 227532 bytes
 .../images/distributed_architecture.graffle   | Bin 0 -> 3800 bytes
 doc/fluid/images/distributed_architecture.png | Bin 0 -> 193766 bytes
 doc/fluid/images/ds2_network.png              | Bin 0 -> 116482 bytes
 doc/fluid/images/feed_forward.png             | Bin 0 -> 32247 bytes
 doc/fluid/images/feed_forward_regularized.png | Bin 0 -> 46036 bytes
 doc/fluid/images/fluid-compiler.graffle       | Bin 0 -> 3405 bytes
 doc/fluid/images/fluid-compiler.png           | Bin 0 -> 124118 bytes
 .../images/graph_construction_example.bash    |  11 +++
 .../images/graph_construction_example.dot     |  68 ++++++++++++++
 .../images/graph_construction_example_all.png | Bin 0 -> 57513 bytes
 ..._construction_example_forward_backward.png | Bin 0 -> 50107 bytes
 ...raph_construction_example_forward_only.png | Bin 0 -> 30790 bytes
 doc/fluid/images/l1_regularization.png        | Bin 0 -> 1157 bytes
 doc/fluid/images/l2_regularization.png        | Bin 0 -> 989 bytes
 doc/fluid/images/local-graph.graffle          | Bin 0 -> 2527 bytes
 doc/fluid/images/local-graph.png              | Bin 0 -> 28561 bytes
 doc/fluid/images/local_architecture.graffle   | Bin 0 -> 3109 bytes
 doc/fluid/images/local_architecture.png       | Bin 0 -> 104998 bytes
 doc/fluid/images/lookup_table.png             | Bin 0 -> 24246 bytes
 doc/fluid/images/lookup_table_training.png    | Bin 0 -> 90423 bytes
 doc/fluid/images/loss_equation.png            | Bin 0 -> 1589 bytes
 doc/fluid/images/multi-threads.graffle        | Bin 0 -> 12925 bytes
 doc/fluid/images/multi-threads@3x.png         | Bin 0 -> 358839 bytes
 doc/fluid/images/multigpu_allreduce.graffle   | Bin 0 -> 5489 bytes
 doc/fluid/images/multigpu_allreduce.png       | Bin 0 -> 110982 bytes
 .../images/multigpu_before_convert.graffle    | Bin 0 -> 3056 bytes
 doc/fluid/images/multigpu_before_convert.png  | Bin 0 -> 33557 bytes
 doc/fluid/images/multiple_reader.png          | Bin 0 -> 163789 bytes
 doc/fluid/images/paddle-compile.graffle       | Bin 0 -> 2208 bytes
 doc/fluid/images/paddle-compile.png           | Bin 0 -> 20150 bytes
 doc/fluid/images/pprof_1.png                  | Bin 0 -> 352710 bytes
 doc/fluid/images/pprof_2.png                  | Bin 0 -> 194000 bytes
 doc/fluid/images/profiler.png                 | Bin 0 -> 51116 bytes
 doc/fluid/images/readers.png                  | Bin 0 -> 355687 bytes
 doc/fluid/images/remote_executor.graffle      | Bin 0 -> 10248 bytes
 doc/fluid/images/remote_executor.png          | Bin 0 -> 120818 bytes
 doc/fluid/images/rnn.dot                      |  87 ++++++++++++++++++
 doc/fluid/images/rnn.jpg                      | Bin 0 -> 44320 bytes
 doc/fluid/images/rnn.png                      | Bin 0 -> 185148 bytes
 doc/fluid/images/rnn_2level_data.dot          |  75 +++++++++++++++
 doc/fluid/images/rnn_2level_data.png          | Bin 0 -> 68929 bytes
 doc/fluid/images/single-thread@3x.png         | Bin 0 -> 78099 bytes
 doc/fluid/images/sparse_update.graffle        | Bin 0 -> 10788 bytes
 doc/fluid/images/sparse_update.png            | Bin 0 -> 122536 bytes
 doc/fluid/images/test.dot                     |  35 +++++++
 doc/fluid/images/test.dot.png                 | Bin 0 -> 58935 bytes
 doc/fluid/images/theta_star.gif               | Bin 0 -> 156 bytes
 doc/fluid/images/timeline.jpeg                | Bin 0 -> 70606 bytes
 doc/fluid/images/tracing.jpeg                 | Bin 0 -> 30668 bytes
 67 files changed, 360 insertions(+), 1 deletion(-)
 create mode 100644 doc/fluid/images/2_level_rnn.dot
 create mode 100644 doc/fluid/images/2_level_rnn.png
 create mode 100644 doc/fluid/images/LOD-and-shape-changes-during-decoding.jpg
 create mode 100644 doc/fluid/images/asgd.gif
 create mode 100644 doc/fluid/images/batch_norm_fork.dot
 create mode 100644 doc/fluid/images/batch_norm_fork.png
 create mode 100644 doc/fluid/images/batch_norm_op_kernel.png
 create mode 100644 doc/fluid/images/beam_search.png
 create mode 100644 doc/fluid/images/ci_build_whl.png
 create mode 100644 doc/fluid/images/compiler.graffle
 create mode 100644 doc/fluid/images/compiler.png
 create mode 100644 doc/fluid/images/control_flow_graph.png
 create mode 100644 doc/fluid/images/dataflow_equations.png
 create mode 100644 doc/fluid/images/dcgan.png
 create mode 100644 doc/fluid/images/deep_learning.png
 create mode 100644 doc/fluid/images/dist-graph.graffle
 create mode 100644 doc/fluid/images/dist-graph.png
 create mode 100644 doc/fluid/images/distributed_architecture.graffle
 create mode 100644 doc/fluid/images/distributed_architecture.png
 create mode 100644 doc/fluid/images/ds2_network.png
 create mode 100644 doc/fluid/images/feed_forward.png
 create mode 100644 doc/fluid/images/feed_forward_regularized.png
 create mode 100644 doc/fluid/images/fluid-compiler.graffle
 create mode 100644 doc/fluid/images/fluid-compiler.png
 create mode 100755 doc/fluid/images/graph_construction_example.bash
 create mode 100644 doc/fluid/images/graph_construction_example.dot
 create mode 100644 doc/fluid/images/graph_construction_example_all.png
 create mode 100644 doc/fluid/images/graph_construction_example_forward_backward.png
 create mode 100644 doc/fluid/images/graph_construction_example_forward_only.png
 create mode 100644 doc/fluid/images/l1_regularization.png
 create mode 100644 doc/fluid/images/l2_regularization.png
 create mode 100644 doc/fluid/images/local-graph.graffle
 create mode 100644 doc/fluid/images/local-graph.png
 create mode 100644 doc/fluid/images/local_architecture.graffle
 create mode 100644 doc/fluid/images/local_architecture.png
 create mode 100644 doc/fluid/images/lookup_table.png
 create mode 100644 doc/fluid/images/lookup_table_training.png
 create mode 100644 doc/fluid/images/loss_equation.png
 create mode 100644 doc/fluid/images/multi-threads.graffle
 create mode 100644 doc/fluid/images/multi-threads@3x.png
 create mode 100644 doc/fluid/images/multigpu_allreduce.graffle
 create mode 100644 doc/fluid/images/multigpu_allreduce.png
 create mode 100644 doc/fluid/images/multigpu_before_convert.graffle
 create mode 100644 doc/fluid/images/multigpu_before_convert.png
 create mode 100644 doc/fluid/images/multiple_reader.png
 create mode 100644 doc/fluid/images/paddle-compile.graffle
 create mode 100644 doc/fluid/images/paddle-compile.png
 create mode 100644 doc/fluid/images/pprof_1.png
 create mode 100644 doc/fluid/images/pprof_2.png
 create mode 100644 doc/fluid/images/profiler.png
 create mode 100644 doc/fluid/images/readers.png
 create mode 100644 doc/fluid/images/remote_executor.graffle
 create mode 100644 doc/fluid/images/remote_executor.png
 create mode 100644 doc/fluid/images/rnn.dot
 create mode 100644 doc/fluid/images/rnn.jpg
 create mode 100644 doc/fluid/images/rnn.png
 create mode 100644 doc/fluid/images/rnn_2level_data.dot
 create mode 100644 doc/fluid/images/rnn_2level_data.png
 create mode 100644 doc/fluid/images/single-thread@3x.png
 create mode 100644 doc/fluid/images/sparse_update.graffle
 create mode 100644 doc/fluid/images/sparse_update.png
 create mode 100644 doc/fluid/images/test.dot
 create mode 100644 doc/fluid/images/test.dot.png
 create mode 100644 doc/fluid/images/theta_star.gif
 create mode 100644 doc/fluid/images/timeline.jpeg
 create mode 100644 doc/fluid/images/tracing.jpeg

diff --git a/doc/fluid/design/algorithm/parameter_average.md b/doc/fluid/design/algorithm/parameter_average.md
index 53d601d3a9..70c5cdecad 100644
--- a/doc/fluid/design/algorithm/parameter_average.md
+++ b/doc/fluid/design/algorithm/parameter_average.md
@@ -7,7 +7,9 @@ Polyak and Juditsky (1992) showed that the test performance of simple average of
 
 Hence, to accelerate the speed of Stochastic Gradient Descent, Averaged Stochastic Gradient Descent (ASGD) was proposed in Polyak and Juditsky (1992). For ASGD, the running average of parameters obtained by SGD, is used as the estimator for <img src="./images/theta_star.gif"/><br/> . The averaging is done as follows:
 
-![](./images/asgd.gif)
+<p align="center">
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/asgd.gif"><br />
+</p>
 
 We propose averaging for any optimizer similar to how ASGD performs it, as mentioned above.
 
diff --git a/doc/fluid/images/2_level_rnn.dot b/doc/fluid/images/2_level_rnn.dot
new file mode 100644
index 0000000000..5d77865061
--- /dev/null
+++ b/doc/fluid/images/2_level_rnn.dot
@@ -0,0 +1,56 @@
+digraph G {
+
+  rnn [label="1st level RNN" shape=box]
+
+  subgraph cluster0 {
+    label = "time step 0"
+
+    sent0 [label="sentence"]
+    sent1 [label="sentence"]
+
+    rnn1 [label="2nd level RNN" shape=box]
+
+    sent0 -> rnn1
+    sent1 -> rnn1
+  }
+
+  subgraph cluster1 {
+    label = "time step 1"
+
+    sent2 [label="sentence"]
+    sent3 [label="sentence"]
+
+    rnn2 [label="2nd level RNN" shape=box]
+
+    sent2 -> rnn2
+    sent3 -> rnn2
+  }
+
+  subgraph cluster2 {
+    label = "time step 2"
+
+    sent4 [label="sentence"]
+    sent5 [label="sentence"]
+
+    rnn3 [label="2nd level RNN" shape=box]
+
+    sent4 -> rnn3
+    sent5 -> rnn3
+  }
+
+
+  para0 [label="paragraph info 0"]
+  para1 [label="paragraph info 1"]
+  para2 [label="paragraph info 2"]
+
+  rnn1 -> para0
+  rnn2 -> para1
+  rnn3 -> para2
+
+  para0 -> rnn
+  para1 -> rnn
+  para2 -> rnn
+
+  chapter [label="chapter info"]
+  rnn -> chapter
+}
diff --git a/doc/fluid/images/2_level_rnn.png b/doc/fluid/images/2_level_rnn.png
new file mode 100644
index 0000000000000000000000000000000000000000..0537a75beb175c0c284717421f7aa908da2a5038
GIT binary patch
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diff --git a/doc/fluid/images/asgd.gif b/doc/fluid/images/asgd.gif
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diff --git a/doc/fluid/images/batch_norm_fork.dot b/doc/fluid/images/batch_norm_fork.dot
new file mode 100644
index 0000000000..4bc47713cb
--- /dev/null
+++ b/doc/fluid/images/batch_norm_fork.dot
@@ -0,0 +1,25 @@
+digraph ImageBatchNormForkGragh {
+  subgraph cluster_before {
+    Prev [label="...", shape=plaintext];
+    Rnn [label="rnn_op", shape=box];
+    BatchNorm [label="batch_norm_op", shape=box];
+    Fc [label="fc_op", shape=box];
+    After [label="...", shape=plaintext];
+    Prev -> Rnn -> BatchNorm -> Fc -> After;
+    label="original";
+  }
+
+  subgraph cluster_after {
+    Prev2 [label="...", shape=plaintext];
+    Rnn2 [label="rnn_op", shape=box];
+    BatchNorm2_1 [label="train_batch_norm_op", shape=box];
+    BatchNorm2_2 [label="infer_batch_norm_op", shape=box];
+    Fc2_1 [label="fc_op", shape=box];
+    Fc2_2 [label="fc_op", shape=box];
+    After2_1 [label="...", shape=plaintext];
+    After2_2 [label="...", shape=plaintext];
+    Prev2 -> Rnn2 -> BatchNorm2_1 -> Fc2_1 -> After2_1;
+    Rnn2 -> BatchNorm2_2 ->Fc2_2 ->After2_2
+    label="forked";
+  }
+}
diff --git a/doc/fluid/images/batch_norm_fork.png b/doc/fluid/images/batch_norm_fork.png
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diff --git a/doc/fluid/images/graph_construction_example.bash b/doc/fluid/images/graph_construction_example.bash
new file mode 100755
index 0000000000..35e6997abd
--- /dev/null
+++ b/doc/fluid/images/graph_construction_example.bash
@@ -0,0 +1,11 @@
+cat ./graph_construction_example.dot | \
+    sed 's/color=red/color=red, style=invis/g' | \
+    sed 's/color=green/color=green, style=invis/g' | \
+    dot -Tpng > graph_construction_example_forward_only.png
+
+cat ./graph_construction_example.dot | \
+    sed 's/color=green/color=green, style=invis/g' | \
+    dot -Tpng > graph_construction_example_forward_backward.png
+
+cat ./graph_construction_example.dot | \
+    dot -Tpng > graph_construction_example_all.png
diff --git a/doc/fluid/images/graph_construction_example.dot b/doc/fluid/images/graph_construction_example.dot
new file mode 100644
index 0000000000..e115f9844b
--- /dev/null
+++ b/doc/fluid/images/graph_construction_example.dot
@@ -0,0 +1,68 @@
+digraph ImageClassificationGraph {
+        ///////// The forward part /////////
+        FeedX [label="Feed", color=blue, shape=box];
+        FeedY [label="Feed", color=blue, shape=box];
+        InitW [label="Init", color=blue, shape=diamond];
+        Initb [label="Init", color=blue, shape=diamond];
+        FC [label="FC", color=blue, shape=box];
+        MSE [label="MSE", color=blue, shape=box];
+
+        x [label="x", color=blue, shape=oval];
+        l [label="l", color=blue, shape=oval];
+        y [label="y", color=blue, shape=oval];
+        W [label="W", color=blue, shape=doublecircle];
+        b [label="b", color=blue, shape=doublecircle];
+        cost [label="cost", color=blue, shape=oval];
+
+        FeedX -> x -> FC -> y -> MSE -> cost [color=blue];
+        FeedY -> l [color=blue];
+        InitW -> W [color=blue];
+        Initb -> b [color=blue];
+        W -> FC [color=blue];
+        b -> FC [color=blue];
+        l -> MSE [color=blue];
+
+        ////////// The backward part /////////
+        MSE_Grad [label="MSE_grad", color=red, shape=box];
+        FC_Grad [label="FC_grad", color=red, shape=box];
+
+        d_cost [label="d cost", color=red, shape=oval];
+        d_y [label="d y", color=red, shape=oval];
+        d_b [label="d b", color=red, shape=oval];
+        d_W [label="d W", color=red, shape=oval];
+
+        cost -> MSE_Grad [color=red];
+        d_cost -> MSE_Grad [color=red];
+        l -> MSE_Grad [color=red];
+        y -> MSE_Grad -> d_y [color=red];
+
+        x -> FC_Grad [color=red];
+        y -> FC_Grad [color=red];
+        d_y -> FC_Grad [color=red];
+        W -> FC_Grad -> d_W [color=red];
+        b -> FC_Grad -> d_b [color=red];
+
+        ////////// The optimizaiton part //////////
+
+        OPT_W [label="SGD", color=green, shape=box];
+        OPT_b [label="SGD", color=green, shape=box];
+
+        W -> OPT_W [color=green];
+        b -> OPT_b [color=green];
+        d_W -> OPT_W -> W [color=green];
+        d_b -> OPT_b -> b [color=green];
+
+        ////////// Groupings //////////
+
+        subgraph clusterMSE {
+                style=invis;
+                MSE;
+                MSE_Grad;
+        }
+
+        subgraph clusterFC {
+                style=invis;
+                FC;
+                FC_Grad;
+        }
+}
diff --git a/doc/fluid/images/graph_construction_example_all.png b/doc/fluid/images/graph_construction_example_all.png
new file mode 100644
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diff --git a/doc/fluid/images/rnn.dot b/doc/fluid/images/rnn.dot
new file mode 100644
index 0000000000..c1141cd9c9
--- /dev/null
+++ b/doc/fluid/images/rnn.dot
@@ -0,0 +1,87 @@
+digraph G {
+  label = "simple RNN implementation" 
+
+  ranksep=2;
+
+  //graph [nodesep=1, ranksep=1];
+
+  node[nodesep=1]
+
+  subgraph cluster0 {
+    label = "global scope"
+    rankdir = TB
+    W
+    boot_memory
+    input
+    output
+  }
+
+  subgraph cluster1 {
+    label = "step-scope 0"
+    rankdir = TB
+    memory0[label="memory"]
+    prememory0[label="pre-memory"]
+    step_input0[label="step input"]
+    step_output0[label="step output"]
+  }
+
+  subgraph cluster2 {
+    label = "step-scope 1"
+    rankdir = TB
+    memory1[label="memory"]
+    prememory1[label="pre-memory"]
+    step_input1[label="step input"]
+    step_output1[label="step output"]
+  }
+
+  subgraph cluster3 {
+    label = "step-scope 2"
+    rankdir = TB
+    memory2[label="memory"]
+    prememory2[label="pre-memory"]
+    step_input2[label="step input"]
+    step_output2[label="step output"]
+  }
+
+  stepnet [shape=box]
+  stepnet0 [shape=box, style=dashed]
+  stepnet1 [shape=box, style=dashed]
+  stepnet2 [shape=box, style=dashed]
+
+
+  edge[color=blue]
+  boot_memory -> prememory0 [label="init" color="blue"]
+  memory0 -> prememory1  [label="copy/reference" color="blue"]
+  memory1 -> prememory2 [label="copy/reference" color="blue"]
+
+  edge[color=black]
+  W -> stepnet0[constraint=false, style=dashed]
+  W -> stepnet1[constraint=false, style=dashed]
+  W -> stepnet2[constraint=false, style=dashed]
+
+  memory0 -> stepnet0[style=dashed]
+  prememory0 -> stepnet0 -> step_output0[style=dashed]
+
+  memory1 -> stepnet1[style=dashed]
+  prememory1 -> stepnet1 -> step_output1[style=dashed]
+
+  memory2 -> stepnet2[style=dashed]
+  prememory2 -> stepnet2 -> step_output2[style=dashed]
+
+  input -> step_input0
+  input -> step_input1
+  input -> step_input2
+
+  step_input0 -> stepnet0 [style=dashed]
+  step_input1 -> stepnet1[style=dashed]
+  step_input2 -> stepnet2[style=dashed]
+
+  step_output0 -> output
+  step_output1 -> output
+  step_output2 -> output
+
+  stepnet0 -> stepnet[style=dashed]
+  stepnet1 -> stepnet[style=dashed]
+  stepnet2 -> stepnet[style=dashed]
+
+}
diff --git a/doc/fluid/images/rnn.jpg b/doc/fluid/images/rnn.jpg
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diff --git a/doc/fluid/images/rnn_2level_data.dot b/doc/fluid/images/rnn_2level_data.dot
new file mode 100644
index 0000000000..1d85ae2617
--- /dev/null
+++ b/doc/fluid/images/rnn_2level_data.dot
@@ -0,0 +1,75 @@
+digraph G {
+  chapter [label="chapter"]
+
+  subgraph cluster0 {
+    label = "paragraph 0"
+
+    top_rnn0[label="top rnn step 0" shape=box]
+
+    p0 [label="paragraph 0"]
+    p1 [label="paragraph 1"]
+  }
+
+  subgraph cluster1{
+    label = "paragraph 1"
+
+    top_rnn1[label="top rnn step 1" shape=box]
+
+    p2 [label="paragraph 0"]
+    p3 [label="paragraph 1"]
+  }
+
+  subgraph cluster_p0 {
+    label = "sentence 0"
+
+    low_rnn0 [label="low rnn step 0" shape=box]
+    s00 [label="sentence 0"]
+    s01 [label="sentence 1"]
+
+    low_rnn0 -> s00
+    low_rnn0 -> s01
+  }
+
+  subgraph cluster_p1 {
+    label = "sentence 1"
+    low_rnn1 [label="low rnn step 1" shape=box]
+    s10 [label="sentence 0"]
+    s11 [label="sentence 1"]
+    low_rnn1 -> s10
+    low_rnn1 -> s11
+  }
+
+  subgraph cluster_p2 {
+    label = "sentence 1"
+    low_rnn2 [label="low rnn step 0" shape=box]
+    s20 [label="sentence 0"]
+    s21 [label="sentence 1"]
+    low_rnn2 -> s20
+    low_rnn2 -> s21
+  }
+
+  subgraph cluster_p3 {
+    label = "sentence 1"
+    low_rnn3 [label="low rnn step 1" shape=box]
+    s30 [label="sentence 0"]
+    s31 [label="sentence 1"]
+    low_rnn3 -> s30
+    low_rnn3 -> s31
+  }
+
+
+  chapter -> top_rnn0
+  chapter -> top_rnn1
+
+  top_rnn0 -> p0
+  top_rnn0 -> p1
+  top_rnn1 -> p2
+  top_rnn1 -> p3
+
+
+  p0 -> low_rnn0
+  p1 -> low_rnn1
+  p2 -> low_rnn2
+  p3 -> low_rnn3
+
+}
diff --git a/doc/fluid/images/rnn_2level_data.png b/doc/fluid/images/rnn_2level_data.png
new file mode 100644
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diff --git a/doc/fluid/images/test.dot b/doc/fluid/images/test.dot
new file mode 100644
index 0000000000..62c69b8fc8
--- /dev/null
+++ b/doc/fluid/images/test.dot
@@ -0,0 +1,35 @@
+
+digraph Test {
+    z -> generator -> G_img;
+    G_img -> discriminator -> D_f -> d_loss_f;
+    label0 -> d_loss_f -> d_loss;
+
+    img -> discriminator -> D_t -> d_loss_t;
+    label1 -> d_loss_t -> d_loss;
+
+    d_loss -> d_loss_t[color=red, style=dashed];
+    d_loss -> d_loss_f[color=red, style=dashed];
+    d_loss_t -> D_t[color=red, style=dashed];
+    d_loss_f -> D_f[color=red, style=dashed];
+    D_t -> discriminator[color=red, style=dashed];
+    D_f -> discriminator[color=red, style=dashed];
+
+    D_f -> g_loss;
+    label2 -> g_loss;
+
+    g_loss -> D_f[color=green, style=dashed];
+    D_f -> discriminator[color=green, style=dashed];
+    discriminator -> G_img[color=green, style=dashed];
+    G_img -> generator[color=green, style=dashed];
+
+    discriminator [color=red, shape=box];
+    generator [color=green, shape=box];
+    z [shape=diamond];
+    img [shape=diamond];
+    label0 [shape=diamond];
+    label1 [shape=diamond];
+    label2 [shape=diamond];
+
+    d_loss [color=red];
+    g_loss [color=green];
+}
diff --git a/doc/fluid/images/test.dot.png b/doc/fluid/images/test.dot.png
new file mode 100644
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HcmV?d00001


From d988b9a997360b31c5d85a8dd9815320ba409efd Mon Sep 17 00:00:00 2001
From: weixing02 <564445201@qq.com>
Date: Wed, 4 Apr 2018 12:05:09 +0800
Subject: [PATCH 41/79] Redirect img paths to github images

---
 doc/fluid/design/concurrent/channel.md        | 28 ++++++-------
 doc/fluid/design/concurrent/select_op.md      | 42 +++++++++----------
 .../dist_train/distributed_architecture.md    | 10 ++---
 doc/fluid/design/dist_train/multi_cpu.md      |  4 +-
 .../design/dist_train/parameter_server.md     |  6 +--
 doc/fluid/design/dynamic_rnn/rnn.md           |  8 ++--
 doc/fluid/design/modules/batch_norm_op.md     | 22 +++++-----
 doc/fluid/design/modules/regularization.md    | 32 ++++++--------
 doc/fluid/design/network/deep_speech_2.md     |  6 +--
 doc/fluid/design/network/sequence_decoder.md  |  2 +-
 doc/fluid/design/others/gan_api.md            | 40 +++++++++---------
 doc/fluid/dev/releasing_process.md            |  2 +-
 doc/fluid/howto/performance/profiler.md       | 10 ++---
 13 files changed, 103 insertions(+), 109 deletions(-)

diff --git a/doc/fluid/design/concurrent/channel.md b/doc/fluid/design/concurrent/channel.md
index a00a3325e7..a5cf17faa8 100644
--- a/doc/fluid/design/concurrent/channel.md
+++ b/doc/fluid/design/concurrent/channel.md
@@ -2,7 +2,7 @@
 
 ## Introduction
 
-A Channel is a data structure that allows for synchronous interprocess 
+A Channel is a data structure that allows for synchronous interprocess
 communication via message passing.  It is a fundemental component of CSP
 (communicating sequential processes), and allows for users to pass data
 between threads without having to worry about synchronization.
@@ -18,7 +18,7 @@ Creates a new channel that takes in variables of a specific dtype.
 
 - **fluid.make_channel(dtype, capacity=0)**
   - **dtype**: The data type of variables being sent/received through channel
-  - **capacity**: The capacity of the channel.  A capacity of 0 represents 
+  - **capacity**: The capacity of the channel.  A capacity of 0 represents
     an unbuffered channel.  Capacity > 0 represents a buffered channel
 
 ```
@@ -40,8 +40,8 @@ fluid.channel_close(ch)
 
 ### Send data to a channel
 
-Sends a variable to a channel.  Currently, variables of dtype `LoDTensor`, 
-`LoDRankTable`, `LoDTensorArray`, `SelectedRows`, `ReaderHolder`, and 
+Sends a variable to a channel.  Currently, variables of dtype `LoDTensor`,
+`LoDRankTable`, `LoDTensorArray`, `SelectedRows`, `ReaderHolder`, and
 `ChannelHolder` are supported.
 
 By default, the data of the Variable is moved from the sender to the receiver,
@@ -52,7 +52,7 @@ however the user can optionally copy the data before performing the send.
   - **variable**: The variable to send to the channel
   - **is_copy**: If set to True, channel_send will perform a variable assign
   to copy the source variable to a new variable to be sent.
-  
+
 ```
 ch = fluid.make_channel(dtype=core.VarDesc.VarType.LOD_TENSOR)
 var = fill_constant(shape=[1],dtype=core.VarDesc.VarType.INT32, value=100)
@@ -68,7 +68,7 @@ receiving variable.
   - **channel**: The channel to receive the variable from
   - **return_variable**: The destination variable used to store the data of the
   variable received from the channel
-  
+
 ```
 ch = fluid.make_channel(dtype=core.VarDesc.VarType.LOD_TENSOR)
 var = fill_constant(shape=[1],dtype=core.VarDesc.VarType.INT32, value=-1)
@@ -84,9 +84,9 @@ internal queues, locks, and conditional variables.
 ### QueueMessage
 
 QueueMessage encapsulates the state of the channel send/receive operation to be
-put in the **sendq/recvq**.  It contains a condition variable used to lock the 
+put in the **sendq/recvq**.  It contains a condition variable used to lock the
 thread (when there are no available sends/receives).  In addition, it contains
-a callback function to notify a thread when the QueueMessage is being 
+a callback function to notify a thread when the QueueMessage is being
 processed by the channel.
 
 ### Queues
@@ -108,21 +108,21 @@ channel_recv operation will put a new QueueMessage on the recvq and block the
 current thread under two conditions:
   1. The channel is buffered and there is no data on the buff_
   2. The channel is unbuffered and does not have a sender
-  
+
 ### State diagram
 
 #### Channel Send
 
 <p align="center">
-<img src="./images/channel_send.png"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/channel_send.png"/><br/>
 </p>
-  
+
 #### Channel Receive
 
 <p align="center">
-<img src="./images/channel_recv.png"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/channel_recv.png"/><br/>
 </p>
-  
+
 ## Limitations and Considerations
 
 ### Variable Copy
@@ -135,5 +135,5 @@ be sent before it is sent.
 
 Please note that this is acheived by adding an **assign** operator and creating
 a temporary variable that is sent in place of the original variable.  Please
-note that **assign** operator has limited support for only certain variables 
+note that **assign** operator has limited support for only certain variables
 datatypes.
diff --git a/doc/fluid/design/concurrent/select_op.md b/doc/fluid/design/concurrent/select_op.md
index 52c226bc94..98dd94a2be 100644
--- a/doc/fluid/design/concurrent/select_op.md
+++ b/doc/fluid/design/concurrent/select_op.md
@@ -2,13 +2,13 @@
 
 ## Introduction
 
-In golang, the [**select**](https://golang.org/ref/spec#Select_statements) 
-statement lets a goroutine wait on multiple communication operations at the 
-same time. The **select** blocks until one of its cases can run, then 
-executes the case.  If multiple cases are ready to run, then one case is 
+In golang, the [**select**](https://golang.org/ref/spec#Select_statements)
+statement lets a goroutine wait on multiple communication operations at the
+same time. The **select** blocks until one of its cases can run, then
+executes the case.  If multiple cases are ready to run, then one case is
 choosen at random to be executed.
 
-With the introduction of CSP for Paddle, we mimic this behavior by 
+With the introduction of CSP for Paddle, we mimic this behavior by
 creating a ***select_op***.
 
 ## How to use it
@@ -17,11 +17,11 @@ The **select_op** is available as a c++ operator.  However most users
 will prefer to use the much simplier Python API.
 
 - **fluid.Select()**: Creates a select operator and adds it to the current
-block within the main program.  Also creates a sub block and adds it to the 
-main program.  This sub block is used to hold all variables and operators 
+block within the main program.  Also creates a sub block and adds it to the
+main program.  This sub block is used to hold all variables and operators
 used by the case statements.
- 
-Within the select block, users can add cases by 
+
+Within the select block, users can add cases by
 calling **select.case** or **select.default** method.
 
 - **fluid.Select.case(channel_action, channel, result_variable)**: Represents
@@ -37,13 +37,13 @@ execute.
 ```
 ch1 = fluid.make_channel(dtype=core.VarDesc.VarType.LOD_TENSOR)
 quit_ch = fluid.make_channel(dtype=core.VarDesc.VarType.LOD_TENSOR)
-            
+
 x = fill_constant(shape=[1], dtype=core.VarDesc.VarType.INT32, value=0)
 y = fill_constant(shape=[1], dtype=core.VarDesc.VarType.INT32, value=1)
- 
+
 while_cond = fill_constant(shape=[1], dtype=core.VarDesc.VarType.BOOL, value=True)
 while_op = While(cond=while_cond)    
- 
+
 with while_op.block():
     with fluid.Select() as select:
         with select.case(fluid.channel_send, channel, x):
@@ -99,17 +99,17 @@ blocks {
     }
   }
   // Create "select" operator.
-  // inputs: 
+  // inputs:
   //   X: All input variables used by operators within the select block
   //   case_to_execute: Variable filled in by select_op when it determines
   //     which case to execute.
   //  
   // outputs:
-  //   Out: All output variables referenced by operators within select block. 
-  // 
+  //   Out: All output variables referenced by operators within select block.
+  //
   // attrs:
   //   sub_block: The block id containing the select "cases"
-  //   cases:  Serialized list of all cases in the select op. 
+  //   cases:  Serialized list of all cases in the select op.
   //     Each case is serialized as: '<index>,<type>,<channel>,<value>'
   //     where type is 0 for default, 1 for send, and 2 for receive.
   //     No channel and values are needed for default cases.
@@ -150,7 +150,7 @@ into **X**.  It will also create a temp variable called **case_to_execute**.  Th
 filled in by the select_op after it has completed processing the case statements.
 
 If there are no available cases to execute (ie: all cases are blocked on channel operations, and
-there is no default statement), then the select_op will block the current thread.  The thread will 
+there is no default statement), then the select_op will block the current thread.  The thread will
 unblock once there is a channel operation affecting one of the case statements, at which point, the
 **select_op** will set the **case_to_execute** variable to the index of the case to execute.
 
@@ -247,17 +247,17 @@ blocks {
 
 ```
 
-Cases are represented by a **conditional_block operator**, whose's condition is set as the output of 
-equal(**case_to_execute**, **case_index**).  Since each case index is unique in this sub-block, 
+Cases are represented by a **conditional_block operator**, whose's condition is set as the output of
+equal(**case_to_execute**, **case_index**).  Since each case index is unique in this sub-block,
 only one case will be executed.
 
 ### select_op flow
 
 <p align="center">
-<img src="./images/select_op_workflow.png"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/select_op_workflow.png"/><br/>
 </p>
 
-The select algorithm is inspired by golang's select routine.  Please refer to 
+The select algorithm is inspired by golang's select routine.  Please refer to
 http://www.tapirgames.com/blog/golang-concurrent-select-implementation for more information.
 
 ## Backward Pass
diff --git a/doc/fluid/design/dist_train/distributed_architecture.md b/doc/fluid/design/dist_train/distributed_architecture.md
index a405cb6aaf..3cd4750bce 100644
--- a/doc/fluid/design/dist_train/distributed_architecture.md
+++ b/doc/fluid/design/dist_train/distributed_architecture.md
@@ -40,11 +40,11 @@ computation is only specified in Python code which sits outside of PaddlePaddle,
 
 Similar to how a compiler uses an intermediate representation (IR) so that the programmer does not need to manually optimize their code for most of the cases, we can have an intermediate representation in PaddlePaddle as well. The compiler optimizes the IR as follows:
 
-<img src="src/compiler.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/compiler.png"/>
 
 PaddlePaddle can support model parallelism by converting the IR so that the user no longer needs to manually perform the computation and operations in the Python component:
 
-<img src="src/paddle-compile.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/paddle-compile.png"/>
 
 The IR for PaddlePaddle after refactoring is called a `Block`, it specifies the computation dependency graph and the variables used in the computation.
 
@@ -60,7 +60,7 @@ For a detailed explanation, refer to this document -
 
 The revamped distributed training architecture can address the above discussed limitations. Below is the illustration of how it does so:
 
-<img src="src/distributed_architecture.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/distributed_architecture.png"/>
 
 The major components are: *Python API*, *Distribute Transpiler* and *Remote Executor*.
 
@@ -152,7 +152,7 @@ for data in train_reader():
 `JobDesc` object describe the distributed job resource specification to run on
 Cluster environment.
 
-<img src="src/remote_executor.png" width="500" align="center" />
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/remote_executor.png" width="500" align="center" />
 
 `RemoteExecutor.run` sends the `ProgramDesc` and
 [TrainingJob](https://github.com/PaddlePaddle/cloud/blob/unreleased-tpr/doc/autoscale/README.md#training-job-resource)
@@ -171,7 +171,7 @@ In the future, a more general placement algorithm should be implemented, which m
 
 The local training architecture will be the same as the distributed training architecture, the difference is that everything runs locally, and there is just one PaddlePaddle runtime:
 
-<img src="src/local_architecture.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/local_architecture.png"/>
 
 
 ### Training Data
diff --git a/doc/fluid/design/dist_train/multi_cpu.md b/doc/fluid/design/dist_train/multi_cpu.md
index a8d8ee0422..586612622a 100644
--- a/doc/fluid/design/dist_train/multi_cpu.md
+++ b/doc/fluid/design/dist_train/multi_cpu.md
@@ -8,11 +8,11 @@ Op graph to a multi-CPU Op graph, and run `ParallelDo` Op to run the graph.
 
 ## Transpiler
 
-<img src="src/multi-threads/single-thread@3x.png" width="300">
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/single-thread@3x.png" width="300">
 
 After converted:
 
-<img src="src/multi-threads/multi-threads@3x.png" width="1000">
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/multi-threads@3x.png" width="1000">
 
 ## Implement
 
diff --git a/doc/fluid/design/dist_train/parameter_server.md b/doc/fluid/design/dist_train/parameter_server.md
index 6ce48dfbfc..179b5f8c29 100644
--- a/doc/fluid/design/dist_train/parameter_server.md
+++ b/doc/fluid/design/dist_train/parameter_server.md
@@ -41,11 +41,11 @@ We will need these OPs: *Send*, *Recv*, *Enqueue*, *Dequeue*.
 Below is an example of converting the user defined graph to the
 subgraphs for the trainer and the parameter server:
 
-<img src="src/local-graph.png" width="300"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/local-graph.png" width="300"/>
 
 After converting:
 
-<img src="src/dist-graph.png" width="700"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/dist-graph.png" width="700"/>
 
 1. The parameter variable W and its optimizer program are placed on the parameter server.
 1. Operators are added to the program.
@@ -69,7 +69,7 @@ In Fluid, we introduce [SelectedRows](../selected_rows.md) to represent a list o
 non-zero gradient data. So when we do parameter optimization both locally and remotely,
 we only need to send those non-zero rows to the optimizer operators:
 
-<img src="src/sparse_update.png" width="700" />
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/sparse_update.png" width="700" />
 
 ### Benefits
 
diff --git a/doc/fluid/design/dynamic_rnn/rnn.md b/doc/fluid/design/dynamic_rnn/rnn.md
index 6f414e5549..9a61cd788a 100644
--- a/doc/fluid/design/dynamic_rnn/rnn.md
+++ b/doc/fluid/design/dynamic_rnn/rnn.md
@@ -5,7 +5,7 @@ This document describes the RNN (Recurrent Neural Network) operator and how it i
 ## RNN Algorithm Implementation
 
 <p align="center">
-<img src="./rnn.jpg"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/rnn.jpg"/>
 </p>
 
 The above diagram shows an RNN unrolled into a full network.
@@ -22,7 +22,7 @@ There are several important concepts here:
 There could be local variables defined in each step-net.  PaddlePaddle runtime realizes these variables in *step-scopes* which are created for each step.
 
 <p align="center">
-<img src="./rnn.png"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/rnn.png"/><br/>
 Figure 2 illustrates the RNN's data flow
 </p>
 
@@ -93,7 +93,7 @@ For example, we could have a 2-level RNN, where the top level corresponds to par
 The following figure illustrates feeding in text into the lower level, one sentence at a step, and the feeding in step outputs to the top level. The final top level output is about the whole text.
 
 <p align="center">
-<img src="./2_level_rnn.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/2_level_rnn.png"/>
 </p>
 
 ```python
@@ -149,5 +149,5 @@ If the `output_all_steps` is set to False, it will only output the final time st
 
 
 <p align="center">
-<img src="./rnn_2level_data.png"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/rnn_2level_data.png"/>
 </p>
diff --git a/doc/fluid/design/modules/batch_norm_op.md b/doc/fluid/design/modules/batch_norm_op.md
index d1392619c4..211e060cc1 100644
--- a/doc/fluid/design/modules/batch_norm_op.md
+++ b/doc/fluid/design/modules/batch_norm_op.md
@@ -2,7 +2,7 @@
 
 ## What is batch normalization
 
-Batch normalization is a frequently-used method in deep network training. It adjusts the mean and variance of a layer's output, and make the data distribution easier for next layer's training. 
+Batch normalization is a frequently-used method in deep network training. It adjusts the mean and variance of a layer's output, and make the data distribution easier for next layer's training.
 
 The principle of batch normalization can be summarized into a simple function:
 
@@ -66,7 +66,7 @@ As most C++ operators do, `batch_norm_op` is defined by inputs, outputs, attribu
 
 The following graph showes the training computational process of `batch_norm_op`:
 
-<img src="../images/batch_norm_op_kernel.png" width="800"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/batch_norm_op_kernel.png" width="800"/>
 
 cudnn provides APIs to finish the whole series of computation, we can use them in our GPU kernel.
 
@@ -74,13 +74,13 @@ cudnn provides APIs to finish the whole series of computation, we can use them i
 
 `batch_norm_op` is warpped as a layer in Python:
 
-```python 
-def batch_norm_layer(net, 
+```python
+def batch_norm_layer(net,
                      input,
-                     output, 
-                     scale, 
-                     bias, 
-                     use_global_est = False, 
+                     output,
+                     scale,
+                     bias,
+                     use_global_est = False,
                      epsilon = 1e-6,
                      momentum = 0.99):
 	mean_cache = scope.new_var(name = 'estimated_mean', trainable = False)
@@ -119,15 +119,15 @@ for pass_id in range(PASS_NUM):
     if pass_id % 100 == 0:
         net.infer(test_image)    # run inferencing model
     # ...
-``` 
+```
 
 `is_infer` is an attribute. Once an operator is created, its attributes can not be changed. It suggests us that we shall maintain two `batch_norm_op` in the model, one's `is_infer` is `True`(we call it `infer_batch_norm_op`) and the other one's is `False`(we call it `train_batch_norm_op`). They share all parameters and variables, but be placed in two different branches. That is to say, if a network contains a `batch_norm_op`, it will fork into two branches, one go through `train_batch_norm_op` and the other one go through `infer_batch_norm_op`:
 
 <div align=center>
-<img src="../images/batch_norm_fork.png" width="500"/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/batch_norm_fork.png" width="500"/>
 </div>
 
-Just like what is shown in the above graph, the net forks before `batch_norm_op` and will never merge again. All the operators after `batch_norm_op` will duplicate. 
+Just like what is shown in the above graph, the net forks before `batch_norm_op` and will never merge again. All the operators after `batch_norm_op` will duplicate.
 
 When the net runs in training mode, the end of the left branch will be set as the running target, so the dependency tracking process will ignore right branch automatically. When the net runs in inferencing mode, the process is reversed.
 
diff --git a/doc/fluid/design/modules/regularization.md b/doc/fluid/design/modules/regularization.md
index 21280ac898..ffc3199a84 100644
--- a/doc/fluid/design/modules/regularization.md
+++ b/doc/fluid/design/modules/regularization.md
@@ -6,23 +6,23 @@ A central problem in machine learning is how to design an algorithm that will pe
 ### Parameter Norm Penalties
 Most common regularization approaches in deep learning are based on limiting the capacity of the models by adding a parameter norm penalty to the objective function `J`. This is given as follows:
 
-<img src="./images/loss_equation.png" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/loss_equation.png" align="center"/><br/>
 
 The parameter `alpha` is a hyperparameter that weights the relative contribution of the norm penalty term, `omega`, relative to the standard objective function `J`.
 
 The most commonly used norm penalties are the L2 norm penalty and the L1 norm penalty. These are given as follows:
 
 ##### L2 Regularization:
-<img src="./images/l2_regularization.png" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/l2_regularization.png" align="center"/><br/>
 
 ##### L1 Regularization
-<img src="./images/l1_regularization.png" align="center"/><br/>
+<img src=".https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/l1_regularization.png" align="center"/><br/>
 
 A much more detailed mathematical background of regularization can be found [here](http://www.deeplearningbook.org/contents/regularization.html).
 
 ## Regularization Survey
 
-A detailed survey of regularization in various deep learning frameworks can be found [here](https://github.com/PaddlePaddle/Paddle/wiki/Regularization-Survey). 
+A detailed survey of regularization in various deep learning frameworks can be found [here](https://github.com/PaddlePaddle/Paddle/wiki/Regularization-Survey).
 
 ## Proposal for Regularization in PaddlePaddle
 
@@ -32,41 +32,35 @@ In the new design, we propose to create new operations for regularization. For n
 - L2_regularization_op
 - L1_regularization_op
 
-These ops can be like any other ops with their own CPU/GPU implementations either using Eigen or separate CPU and GPU kernels. As the initial implementation, we can implement their kernels using Eigen following the abstraction pattern implemented for [Activation Ops](https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/operators/accuracy_op.h). This abstraction pattern can make it very easy to implement new regularization schemes other than L1 and L2 norm penalties. 
+These ops can be like any other ops with their own CPU/GPU implementations either using Eigen or separate CPU and GPU kernels. As the initial implementation, we can implement their kernels using Eigen following the abstraction pattern implemented for [Activation Ops](https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/operators/accuracy_op.h). This abstraction pattern can make it very easy to implement new regularization schemes other than L1 and L2 norm penalties.
 
-The idea of building ops for regularization is in sync with the refactored Paddle philosophy of using operators to represent any computation unit. The way these ops will be added to the computation graph, will be decided by the [layer functions](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/python_api.md#layer-function) in Python API. 
+The idea of building ops for regularization is in sync with the refactored Paddle philosophy of using operators to represent any computation unit. The way these ops will be added to the computation graph, will be decided by the [layer functions](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/python_api.md#layer-function) in Python API.
 
 ### Computation Graph
 
 Below is an example of a really simple feed forward neural network.
 
-<img src="./images/feed_forward.png" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/feed_forward.png" align="center"/><br/>
 
 The Python API will modify this computation graph to add regularization operators. The modified computation graph will look as follows:
 
-<img src="./images/feed_forward_regularized.png" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/feed_forward_regularized.png" align="center"/><br/>
    
 ### Python API implementation for Regularization
 
-Using the low level ops, `L2_regularization_op` and `L1_regularization_op`, any user can add regularization to their computation graphs. However, this will require a lot of lines of code and we should design Python APIs that support regularization. An example of such an API can be seen in [Keras](https://keras.io/regularizers/). As per the PaddlePaddle [Python API design](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/python_api.md), the layer functions are responsible for creating operators, operator parameters and variables. Since regularization is a property of parameters, it makes sense to create these in the layer functions. 
+Using the low level ops, `L2_regularization_op` and `L1_regularization_op`, any user can add regularization to their computation graphs. However, this will require a lot of lines of code and we should design Python APIs that support regularization. An example of such an API can be seen in [Keras](https://keras.io/regularizers/). As per the PaddlePaddle [Python API design](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/python_api.md), the layer functions are responsible for creating operators, operator parameters and variables. Since regularization is a property of parameters, it makes sense to create these in the layer functions.
 
 #### Creation of Regularization ops
 There are two possibilities for creating the regularization ops:
-1. We create these ops immediately while building the computation graph. 
-2. We add these ops in a lazy manner, just before the backward, similar to the way the optimization ops are added. 
+1. We create these ops immediately while building the computation graph.
+2. We add these ops in a lazy manner, just before the backward, similar to the way the optimization ops are added.
 
-The proposal is to add these ops in a lazy manner just before the backward pass. 
+The proposal is to add these ops in a lazy manner just before the backward pass.
 
 #### Storage of Regularization attributes
 
-Since we want to create the regularization ops in a lazy manner, the regularization attributes (type of regularization and weight of regularization penalty) can be stored as attributes of the [`Parameter`](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/v2/framework/framework.py#L421) class. This is because regularization is a property of the parameters and storing regularization properties with Parameters also allows for shared parameters. 
+Since we want to create the regularization ops in a lazy manner, the regularization attributes (type of regularization and weight of regularization penalty) can be stored as attributes of the [`Parameter`](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/v2/framework/framework.py#L421) class. This is because regularization is a property of the parameters and storing regularization properties with Parameters also allows for shared parameters.
 
 #### High-level API
 
 In PaddlePaddle Python API, users will primarily rely on [layer functions](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/design/python_api.md#layer-function) to create neural network layers. Hence, we also need to provide regularization functionality in layer functions. The design of these APIs can be postponed for later right now. A good reference for these APIs can be found in [Keras](https://keras.io/regularizers/) and also by looking at Tensorflow in [`tf.contrib.layers`](https://www.tensorflow.org/api_guides/python/contrib.layers).
-
-
-
-
-
-    
diff --git a/doc/fluid/design/network/deep_speech_2.md b/doc/fluid/design/network/deep_speech_2.md
index 7f5dcf55f9..d3906143d3 100644
--- a/doc/fluid/design/network/deep_speech_2.md
+++ b/doc/fluid/design/network/deep_speech_2.md
@@ -116,7 +116,7 @@ The classical DS2 network contains 15 layers (from bottom to top):
 - **One** CTC-loss layer
 
 <div align="center">
-<img src="images/ds2_network.png" width=350><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/ds2_network.png" width=350><br/>
 Figure 1. Archetecture of Deep Speech 2 Network.
 </div>
 
@@ -142,7 +142,7 @@ Key ingredients about the layers:
 - **Batch Normalization Layers**:
    - Added to all above layers (except for data and loss layer).
    - Sequence-wise normalization for RNNs: BatchNorm only performed on input-state projection and not state-state projection, for efficiency consideration.
-   
+
 <table>
 <thead>
 <tr>
@@ -208,7 +208,7 @@ TODO by Assignees
 ### Beam Search with CTC and LM
 
 <div align="center">
-<img src="images/beam_search.png" width=600><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/beam_search.png" width=600><br/>
 Figure 2. Algorithm for CTC Beam Search Decoder.
 </div>
 
diff --git a/doc/fluid/design/network/sequence_decoder.md b/doc/fluid/design/network/sequence_decoder.md
index c4a9bbeeef..a56c1b5bca 100644
--- a/doc/fluid/design/network/sequence_decoder.md
+++ b/doc/fluid/design/network/sequence_decoder.md
@@ -199,7 +199,7 @@ Packing the `selected_generation_scores` will get a `LoDTensor`, and each tail i
 
 ## LoD and shape changes during decoding
 <p align="center">
-  <img src="./images/LOD-and-shape-changes-during-decoding.jpg"/>
+  <img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/LOD-and-shape-changes-during-decoding.jpg"/>
 </p>
 
 According to the image above, the only phase that changes the LoD is beam search.
diff --git a/doc/fluid/design/others/gan_api.md b/doc/fluid/design/others/gan_api.md
index fb41df8615..8cc7930470 100644
--- a/doc/fluid/design/others/gan_api.md
+++ b/doc/fluid/design/others/gan_api.md
@@ -1,24 +1,24 @@
 # Design for GAN
 
-GAN (General Adversarial Net [https://arxiv.org/abs/1406.2661]) is an important model for unsupervised learning and widely used in many areas. 
+GAN (General Adversarial Net [https://arxiv.org/abs/1406.2661]) is an important model for unsupervised learning and widely used in many areas.
 
 It applies several important concepts in machine learning system design, including building and running subgraphs, dependency tracing, different optimizers in one executor and so forth.
 
 In our GAN design, we wrap it as a user-friendly easily customized python API to design different models. We take the conditional DC-GAN (Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks [https://arxiv.org/abs/1511.06434]) as an example due to its good performance on image generation.
 
 <p align="center">
-<img src="./test.dot.png" width = "35%" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/test.dot.png" width = "35%" align="center"/><br/>
 Figure 1. The overall running logic of GAN. The black solid arrows indicate the forward pass; the green dashed arrows indicate the backward pass of generator training; the red dashed arrows indicate the backward pass of the discriminator training. The BP pass of the green (red) arrow should only update the parameters in the green (red) boxes. The diamonds indicate the data providers. d\_loss and g\_loss marked in red and green are the two targets we would like to run.
 </p>
 
 The operators, layers and functions required/optional to build a GAN demo is summarized in https://github.com/PaddlePaddle/Paddle/issues/4563.
 
 <p align="center">
-<img src="./dcgan.png" width = "90%" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/dcgan.png" width = "90%" align="center"/><br/>
 Figure 2. Photo borrowed from the original DC-GAN paper.
 </p>
 
-## The Conditional-GAN might be a class. 
+## The Conditional-GAN might be a class.
 This design we adopt the popular open source design in https://github.com/carpedm20/DCGAN-tensorflow and https://github.com/rajathkmp/DCGAN. It contains following data structure:
 
 - DCGAN(object): which contains everything required to build a GAN model. It provides following member functions methods as API:
@@ -29,7 +29,7 @@ This design we adopt the popular open source design in https://github.com/carped
 Returns a generated image.
 
 - discriminator(image):
-Given an image, decide if it is from a real source or a fake one. 
+Given an image, decide if it is from a real source or a fake one.
 Returns a 0/1 binary label.
 
 - build_model(self):
@@ -47,7 +47,7 @@ To be more detailed, we introduce our design of DCGAN as following:
 ```python
 class DCGAN(object):
   def __init__(self, y_dim=None):
-  
+
     # hyper parameters  
     self.y_dim = y_dim # conditional gan or not
     self.batch_size = 100
@@ -82,18 +82,18 @@ class DCGAN(object):
     # input z: the random noise
     # input y: input data label (optional)
     # output G_im: generated fake images
-    
+
     if not self.y_dim:
       z = pd.layer.concat(1, [z, y])
-      
+
     G_h0 = pd.layer.fc(z, self.G_w0, self.G_b0)
     G_h0_bn = pd.layer.batch_norm(G_h0)
     G_h0_relu = pd.layer.relu(G_h0_bn)
-    
+
     G_h1 = pd.layer.deconv(G_h0_relu, self.G_w1, self.G_b1)
     G_h1_bn = pd.layer.batch_norm(G_h1)
     G_h1_relu = pd.layer.relu(G_h1_bn)
-    
+
     G_h2 = pd.layer.deconv(G_h1_relu, self.G_W2, self.G_b2))
     G_im = pd.layer.tanh(G_im)
     return G_im
@@ -111,11 +111,11 @@ class DCGAN(object):
     D_h0 = pd.layer.conv2d(image, w=self.D_w0, b=self.D_b0)
     D_h0_bn = pd.layer.batchnorm(h0)
     D_h0_relu = pd.layer.lrelu(h0_bn)
-    
+
     D_h1 = pd.layer.conv2d(D_h0_relu, w=self.D_w1, b=self.D_b1)
     D_h1_bn = pd.layer.batchnorm(D_h1)
     D_h1_relu = pd.layer.lrelu(D_h1_bn)
-    
+
     D_h2 = pd.layer.fc(D_h1_relu, w=self.D_w2, b=self.D_b2)
     return D_h2
 ```
@@ -123,7 +123,7 @@ class DCGAN(object):
 ### Class member function: Build the model
 - Define data readers as placeholders to hold the data;
 - Build generator and discriminators;
-- Define two training losses for discriminator and generator, respectively. 
+- Define two training losses for discriminator and generator, respectively.
 If we have execution dependency engine to back-trace all tensors, the module building our GAN model will be like this:
 ```python
 class DCGAN(object):
@@ -133,7 +133,7 @@ class DCGAN(object):
     self.images = pd.data(pd.float32, [self.batch_size, self.im_size, self.im_size])
     self.faked_images = pd.data(pd.float32, [self.batch_size, self.im_size, self.im_size])
     self.z = pd.data(tf.float32, [None, self.z_size])
-    
+
     # step 1: generate images by generator, classify real/fake images with discriminator
     if self.y_dim: # if conditional GAN, includes label
         self.G = self.generator(self.z, self.y)
@@ -147,12 +147,12 @@ class DCGAN(object):
         # generate fake images
         self.sampled = self.sampler(self.z)
         self.D_f = self.discriminator(self.images)
-    
+
     # step 2: define the two losses
     self.d_loss_real = pd.reduce_mean(pd.cross_entropy(self.D_t, np.ones(self.batch_size))
     self.d_loss_fake = pd.reduce_mean(pd.cross_entropy(self.D_f, np.zeros(self.batch_size))
     self.d_loss = self.d_loss_real + self.d_loss_fake
-    
+
     self.g_loss = pd.reduce_mean(pd.cross_entropy(self.D_f, np.ones(self.batch_szie))
 ```
 
@@ -176,7 +176,7 @@ class DCGAN(object):
         self.G = self.generator(self.z)
         self.D_g = self.discriminator(self.G, self.y)
       self.g_loss = pd.reduce_mean(pd.cross_entropy(self.D_g, np.ones(self.batch_szie))
-    
+
     with pd.default_block().d_block():
       if self.y_dim: # if conditional GAN, includes label
         self.D_t = self.discriminator(self.images, self.y)
@@ -217,7 +217,7 @@ if __name__ == "__main__":
 
     # load mnist data
     data_X, data_y = self.load_mnist()
-    
+
     # Two subgraphs required!!!
     with pd.block().d_block():
       d_optim = pd.train.Adam(lr = .001, beta= .1)
@@ -228,7 +228,7 @@ if __name__ == "__main__":
 
     # executor
     sess = pd.executor()
-    
+
     # training
     for epoch in xrange(10000):
       for batch_id in range(N / batch_size):
@@ -239,7 +239,7 @@ if __name__ == "__main__":
         batch_z = np.random.uniform(-1., 1., [batch_size, z_dim])
 
         if batch_id % 2 == 0:
-          sess.run(d_step, 
+          sess.run(d_step,
                    feed_dict = {dcgan.images: batch_im,
                                 dcgan.y: batch_label,
                                 dcgan.z: batch_z})
diff --git a/doc/fluid/dev/releasing_process.md b/doc/fluid/dev/releasing_process.md
index 0810765b85..d459b54e09 100644
--- a/doc/fluid/dev/releasing_process.md
+++ b/doc/fluid/dev/releasing_process.md
@@ -37,7 +37,7 @@ PaddlePaddle每次发新的版本,遵循以下流程:
 可以在此页面的"Artifacts"下拉框中找到生成的3个二进制文件,分别对应CAPI,`cp27m`和`cp27mu`的版本。然后按照上述的方法
 使用`twine`工具上传即可。
 
-<img src="ci_build_whl.png">
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/ci_build_whl.png">
 
 * 注:CI环境使用 https://github.com/PaddlePaddle/buildtools 这里的DockerImage作为编译环境以支持更多的Linux
   发型版,如果需要手动编译,也可以使用这些镜像。这些镜像也可以从 https://hub.docker.com/r/paddlepaddle/paddle_manylinux_devel/tags/ 下载得到。
diff --git a/doc/fluid/howto/performance/profiler.md b/doc/fluid/howto/performance/profiler.md
index b20b5efdc1..fe05534be7 100644
--- a/doc/fluid/howto/performance/profiler.md
+++ b/doc/fluid/howto/performance/profiler.md
@@ -23,7 +23,7 @@ But how to record the time for the mixed C++ and CUDA program?  There many C++ A
 
 The overall flow is shown as the following figure.
 
-<img src="./images/profiler.png" align="center"/><br/>
+<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/profiler.png" align="center"/><br/>
 
 ### Event
 
@@ -36,10 +36,10 @@ enum EventKind {
   kPopRange};
 ```
 - kMark: only a marker without time range.
-- kPushRange: mark the starting event for time range. 
+- kPushRange: mark the starting event for time range.
 - kPopRange: mark the ending event for time range.
 
-For the CPU code, the events only need to record the current time. For the CUDA code, the [event management functions of CUDA](http://docs.nvidia.com/cuda/cuda-runtime-api/group__CUDART__EVENT.html#group__CUDART__EVENT) are used.  For many pieces of code, an event lists are used to record each piece. 
+For the CPU code, the events only need to record the current time. For the CUDA code, the [event management functions of CUDA](http://docs.nvidia.com/cuda/cuda-runtime-api/group__CUDART__EVENT.html#group__CUDART__EVENT) are used.  For many pieces of code, an event lists are used to record each piece.
 
 ```c++
 class Event {
@@ -66,11 +66,11 @@ struct EventList {
 };
 ```
 
-As mentioned above, there is no need to record the timeline when disabling the profiler. So there is a global state to enable or disable the profiler. 
+As mentioned above, there is no need to record the timeline when disabling the profiler. So there is a global state to enable or disable the profiler.
 
 ```c++
 enum ProfilerState {
-  kDisabled, 
+  kDisabled,
   kCPU,
   kCUDA
 };

From 27533b64237528e0de0166b45a322d4ab6fee276 Mon Sep 17 00:00:00 2001
From: Yu Yang <yuyang18@baidu.com>
Date: Wed, 4 Apr 2018 12:56:32 +0800
Subject: [PATCH 42/79] Fix Leaf Ops in Graph

All leaves must be variables. When all variables are ready, the
execution will be completed. If a operator has no output, the `Op::Run`
might not be started when the execution of graph has been complete.
---
 .../framework/details/multi_devices_graph_builder.cc  |  8 ++++++++
 paddle/fluid/framework/details/ssa_graph_builder.cc   | 11 +++++++++++
 paddle/fluid/framework/details/ssa_graph_builder.h    |  8 +++++---
 .../framework/details/threaded_ssa_graph_executor.cc  |  8 ++++++--
 4 files changed, 30 insertions(+), 5 deletions(-)

diff --git a/paddle/fluid/framework/details/multi_devices_graph_builder.cc b/paddle/fluid/framework/details/multi_devices_graph_builder.cc
index c277bd7cb6..128a5344fb 100644
--- a/paddle/fluid/framework/details/multi_devices_graph_builder.cc
+++ b/paddle/fluid/framework/details/multi_devices_graph_builder.cc
@@ -21,6 +21,9 @@
 #include "paddle/fluid/framework/details/nccl_all_reduce_op_handle.h"
 #endif
 
+#include <string>
+#include <vector>
+
 namespace paddle {
 namespace framework {
 namespace details {
@@ -168,6 +171,11 @@ std::unique_ptr<SSAGraph> MultiDevSSAGraphBuilder::Build(
    */
   PolishGraphToSupportDataHazards(&result);
 
+  /*
+   * Only variables should be the leaves of graph.
+   */
+  AddOutputToLeafOps(&result);
+
   if (VLOG_IS_ON(10)) {
     std::ostringstream sout;
     PrintGraphviz(*graph, sout);
diff --git a/paddle/fluid/framework/details/ssa_graph_builder.cc b/paddle/fluid/framework/details/ssa_graph_builder.cc
index 361ba6d397..0a4febd22f 100644
--- a/paddle/fluid/framework/details/ssa_graph_builder.cc
+++ b/paddle/fluid/framework/details/ssa_graph_builder.cc
@@ -136,6 +136,17 @@ void SSAGraphBuilder::PrintGraphviz(const SSAGraph &graph, std::ostream &sout) {
 
   sout << "}\n";
 }
+
+void SSAGraphBuilder::AddOutputToLeafOps(SSAGraph *graph) {
+  for (auto &op : graph->ops_) {
+    if (!op->outputs_.empty()) {
+      continue;
+    }
+    auto *dummy_leaf = new DummyVarHandle();
+    graph->dep_vars_.emplace(dummy_leaf);
+    op->AddOutput(dummy_leaf);
+  }
+}
 }  // namespace details
 }  // namespace framework
 }  // namespace paddle
diff --git a/paddle/fluid/framework/details/ssa_graph_builder.h b/paddle/fluid/framework/details/ssa_graph_builder.h
index bf20e7164a..be1f0460e4 100644
--- a/paddle/fluid/framework/details/ssa_graph_builder.h
+++ b/paddle/fluid/framework/details/ssa_graph_builder.h
@@ -14,13 +14,13 @@
 
 #pragma once
 
+#include <memory>
+#include <string>
+
 #include "paddle/fluid/framework/details/ssa_graph.h"
 #include "paddle/fluid/framework/program_desc.h"
 #include "paddle/fluid/platform/place.h"
 
-#include <memory>
-#include <string>
-
 namespace paddle {
 namespace framework {
 namespace details {
@@ -52,6 +52,8 @@ class SSAGraphBuilder {
                              const std::string &each_var_name,
                              const platform::Place &place, size_t place_offset);
 
+  static void AddOutputToLeafOps(SSAGraph *graph);
+
   static void PrintGraphviz(const SSAGraph &graph, std::ostream &sout);
 };
 }  // namespace details
diff --git a/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc b/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
index 1f96b9dc62..596e573186 100644
--- a/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
+++ b/paddle/fluid/framework/details/threaded_ssa_graph_executor.cc
@@ -87,7 +87,6 @@ FeedFetchList ThreadedSSAGraphExecutor::Run(
 
   // Step 2. Insert FetchOps
   std::vector<std::unique_ptr<FetchOpHandle>> fetch_ops;
-  std::vector<DummyVarHandle> dummy_vars;
   FeedFetchList fetch_data(fetch_tensors.size());
 
   std::unordered_map<std::string, std::vector<VarHandleBase *>> fetched_vars;
@@ -101,13 +100,13 @@ FeedFetchList ThreadedSSAGraphExecutor::Run(
     }
   }
 
+  std::unordered_set<std::unique_ptr<VarHandleBase>> fetch_dependencies;
   for (size_t i = 0; i < fetch_tensors.size(); ++i) {
     auto &var_name = fetch_tensors[i];
     auto &vars = fetched_vars.at(var_name);
     auto *op = new FetchOpHandle(&fetch_data, i, &local_scopes_);
     fetch_ops.emplace_back(op);
 
-    // FIXME: Use new device context
     for (auto &p : places_) {
       op->dev_ctxes_[p] = fetch_ctxs_.Get(p);
     }
@@ -115,6 +114,11 @@ FeedFetchList ThreadedSSAGraphExecutor::Run(
     for (auto *var : vars) {
       op->AddInput(var);
     }
+
+    auto *fetch_dummy = new DummyVarHandle();
+    op->AddOutput(fetch_dummy);
+    fetch_dependencies.emplace(fetch_dummy);
+    InsertPendingVar(*fetch_dummy);
     InsertPendingOp(*op);
   }
 

From 4bbfa9eccb726071f55c14263fd62812cc3f746b Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Tue, 3 Apr 2018 23:14:13 -0700
Subject: [PATCH 43/79] Add feed to ParallelExecutor

---
 doc/fluid/api/gen_doc.sh                      |  0
 paddle/fluid/framework/lod_tensor.h           |  1 +
 paddle/fluid/framework/parallel_executor.cc   | 21 +++++-
 paddle/fluid/framework/parallel_executor.h    |  6 +-
 python/paddle/fluid/parallel_executor.py      | 38 +++++++---
 .../tests/unittests/test_parallel_executor.py | 72 ++++++++++++-------
 6 files changed, 99 insertions(+), 39 deletions(-)
 mode change 100755 => 100644 doc/fluid/api/gen_doc.sh

diff --git a/doc/fluid/api/gen_doc.sh b/doc/fluid/api/gen_doc.sh
old mode 100755
new mode 100644
diff --git a/paddle/fluid/framework/lod_tensor.h b/paddle/fluid/framework/lod_tensor.h
index dee505fee0..4f130d2659 100644
--- a/paddle/fluid/framework/lod_tensor.h
+++ b/paddle/fluid/framework/lod_tensor.h
@@ -142,6 +142,7 @@ class LoDTensor : public Tensor {
     return (lod_)[level].size() - 1;
   }
 
+  // Split LoDTensor and copy to each place specified in places.
   std::vector<LoDTensor> SplitLoDTensor(
       const std::vector<platform::Place> places) const;
 
diff --git a/paddle/fluid/framework/parallel_executor.cc b/paddle/fluid/framework/parallel_executor.cc
index 1788514324..7be93fa600 100644
--- a/paddle/fluid/framework/parallel_executor.cc
+++ b/paddle/fluid/framework/parallel_executor.cc
@@ -150,13 +150,30 @@ void ParallelExecutor::BCastParamsToGPUs(
 #endif
 }
 
-void ParallelExecutor::Run(const std::vector<std::string> &fetch_tensors,
-                           const std::string &fetched_var_name) {
+void ParallelExecutor::Run(
+    const std::vector<std::string> &fetch_tensors,
+    const std::string &fetched_var_name,
+    const std::unordered_map<std::string, LoDTensor> &feed_tensors) {
   platform::RecordBlock b(0);
+  SplitTensorToPlaces(feed_tensors);
   auto fetch_data = member_->executor_->Run(fetch_tensors);
   *member_->global_scope_->Var(fetched_var_name)->GetMutable<FeedFetchList>() =
       fetch_data;
 }
 
+void ParallelExecutor::SplitTensorToPlaces(
+    const std::unordered_map<std::string, LoDTensor> &feed_tensors) {
+  for (auto it : feed_tensors) {
+    auto lod_tensors = it.second.SplitLoDTensor(member_->places_);
+    for (size_t j = 0; j < member_->places_.size(); ++j) {
+      // TODO(panxy0718): Do I need to delete this var?
+      member_->local_scopes_[j]
+          ->Var(it.first)
+          ->GetMutable<LoDTensor>()
+          ->ShareDataWith(lod_tensors[j]);
+    }
+  }
+}
+
 }  // namespace framework
 }  // namespace paddle
diff --git a/paddle/fluid/framework/parallel_executor.h b/paddle/fluid/framework/parallel_executor.h
index 964b476234..c7c58b2b80 100644
--- a/paddle/fluid/framework/parallel_executor.h
+++ b/paddle/fluid/framework/parallel_executor.h
@@ -42,9 +42,13 @@ class ParallelExecutor {
                             bool allow_op_delay);
 
   void Run(const std::vector<std::string>& fetch_tensors,
-           const std::string& fetched_var_name = "fetched_var");
+           const std::string& fetched_var_name,
+           const std::unordered_map<std::string, LoDTensor>& feed_tensors);
 
  private:
+  void SplitTensorToPlaces(
+      const std::unordered_map<std::string, LoDTensor>& feed_tensors);
+
   ParallelExecutorPrivate* member_;
 
   void BCastParamsToGPUs(const ProgramDesc& startup_program) const;
diff --git a/python/paddle/fluid/parallel_executor.py b/python/paddle/fluid/parallel_executor.py
index a2c830b3c9..4153049c05 100644
--- a/python/paddle/fluid/parallel_executor.py
+++ b/python/paddle/fluid/parallel_executor.py
@@ -26,25 +26,29 @@ class ParallelExecutor(object):
                  use_cuda,
                  num_threads=None,
                  allow_op_delay=False):
-        places = []
+        self._places = []
+        self._act_places = []
         if use_cuda:
             for i in xrange(core.get_cuda_device_count()):
                 p = core.Place()
-                p.set_place(core.CUDAPlace(i))
-                places.append(p)
+                self._act_places.append(core.CUDAPlace(i))
+                p.set_place(self._act_places[-1])
+                self._places.append(p)
         else:
             for i in xrange(multiprocessing.cpu_count()):
                 p = core.Place()
-                p.set_place(core.CPUPlace())
-                places.append(p)
+                self._act_places.append(core.CPUPlace(i))
+                p.set_place(self._act_places[-1])
+                self._places.append(p)
+        assert self._places, "no place for execution"
 
         if num_threads is None:
             if use_cuda:
                 # Experiments on se-resnext shows that too many threads hurt
                 # performance. Worth tunning for other models in the future.
-                num_threads = len(places)
+                num_threads = len(self._places)
             else:
-                min(len(places) * 2, multiprocessing.cpu_count())
+                min(len(self._places) * 2, multiprocessing.cpu_count())
 
         startup = framework.default_startup_program()
         main = framework.default_main_program()
@@ -53,7 +57,7 @@ class ParallelExecutor(object):
         self.executor = core.ParallelExecutor(
             num_threads,
             True if use_cuda else False,  # use_event
-            places,
+            self._places,
             set([
                 p.name for p in main.global_block().iter_parameters()
                 if not p.stop_gradient
@@ -65,8 +69,22 @@ class ParallelExecutor(object):
             allow_op_delay)
         self.scope = scope
 
-    def run(self, fetch_list):
+    def run(self, fetch_list, feed_dict={}):
+        """
+        :param fetch_list: A list of variable names that will be fetched.
+        :param feed_dict: A dict mapping for feed variable name to LoDTensor
+          or numpy array.
+        :return: fetched value list.
+        """
+        feed_tensor_dict = {}
+        for i, feed_name in enumerate(feed_dict):
+            feed_tensor = feed_dict[feed_name]
+            if not isinstance(feed_tensor, core.LoDTensor):
+                feed_tensor = core.LoDTensor()
+                feed_tensor.set(feed_dict[feed_name], self._act_places[0])
+            feed_tensor_dict[feed_name] = feed_tensor
+
         fetch_var_name = '@FETCHED_VAR_NAME@'
-        self.executor.run(fetch_list, fetch_var_name)
+        self.executor.run(fetch_list, fetch_var_name, feed_tensor_dict)
         arr = self.scope.find_var(fetch_var_name).get_lod_tensor_array()
         return [arr[i] for i in range(len(arr))]
diff --git a/python/paddle/fluid/tests/unittests/test_parallel_executor.py b/python/paddle/fluid/tests/unittests/test_parallel_executor.py
index a79e4b3e18..0cbef82e33 100644
--- a/python/paddle/fluid/tests/unittests/test_parallel_executor.py
+++ b/python/paddle/fluid/tests/unittests/test_parallel_executor.py
@@ -21,13 +21,17 @@ import paddle.dataset.mnist as mnist
 import paddle.dataset.wmt16 as wmt16
 
 
-def simple_fc_net():
-    reader = fluid.layers.open_recordio_file(
-        filename='./mnist.recordio',
-        shapes=[[-1, 784], [-1, 1]],
-        lod_levels=[0, 0],
-        dtypes=['float32', 'int64'])
-    img, label = fluid.layers.read_file(reader)
+def simple_fc_net(use_feed):
+    if use_feed:
+        img = fluid.layers.data(name='image', shape=[784], dtype='float32')
+        label = fluid.layers.data(name='label', shape=[1], dtype='int64')
+    else:
+        reader = fluid.layers.open_recordio_file(
+            filename='./mnist.recordio',
+            shapes=[[-1, 784], [-1, 1]],
+            lod_levels=[0, 0],
+            dtypes=['float32', 'int64'])
+        img, label = fluid.layers.read_file(reader)
     hidden = img
     for _ in xrange(4):
         hidden = fluid.layers.fc(
@@ -42,13 +46,18 @@ def simple_fc_net():
     return loss
 
 
-def fc_with_batchnorm():
-    reader = fluid.layers.open_recordio_file(
-        filename='./mnist.recordio',
-        shapes=[[-1, 784], [-1, 1]],
-        lod_levels=[0, 0],
-        dtypes=['float32', 'int64'])
-    img, label = fluid.layers.read_file(reader)
+def fc_with_batchnorm(use_feed):
+    if use_feed:
+        img = fluid.layers.data(name='image', shape=[784], dtype='float32')
+        label = fluid.layers.data(name='label', shape=[1], dtype='int64')
+    else:
+        reader = fluid.layers.open_recordio_file(
+            filename='./mnist.recordio',
+            shapes=[[-1, 784], [-1, 1]],
+            lod_levels=[0, 0],
+            dtypes=['float32', 'int64'])
+        img, label = fluid.layers.read_file(reader)
+
     hidden = img
     for _ in xrange(1):
         hidden = fluid.layers.fc(
@@ -135,7 +144,9 @@ def bottleneck_block(input, num_filters, stride, cardinality, reduction_ratio):
     return fluid.layers.elementwise_add(x=short, y=scale, act='relu')
 
 
-def SE_ResNeXt152Small(batch_size=2):
+def SE_ResNeXt152Small(batch_size=2, use_feed=False):
+    assert not use_feed, "SE_ResNeXt doesn't support feed yet"
+
     img = fluid.layers.fill_constant(
         shape=[batch_size, 3, 224, 224], dtype='float32', value=0.0)
     label = fluid.layers.fill_constant(
@@ -185,30 +196,28 @@ class TestParallelExecutorBase(unittest.TestCase):
                                   memory_opt=True,
                                   iter=10,
                                   batch_size=None,
-                                  allow_op_delay=False):
+                                  allow_op_delay=False,
+                                  feed_dict={}):
         main = fluid.Program()
         startup = fluid.Program()
         with fluid.program_guard(main, startup):
-            loss = method()
+            loss = method(use_feed=len(feed_dict) > 0)
             adam = fluid.optimizer.Adam()
             adam.minimize(loss)
             if memory_opt:
                 fluid.memory_optimize(main)
 
-            exe = fluid.ParallelExecutor(
-                loss_name=loss.name,
-                use_cuda=True,
-                allow_op_delay=allow_op_delay)
+            exe = fluid.ParallelExecutor(loss_name=loss.name, use_cuda=True)
             if batch_size is not None:
                 batch_size *= fluid.core.get_cuda_device_count()
             begin = time.time()
-            first_loss, = exe.run([loss.name])
+            first_loss, = exe.run([loss.name], feed_dict=feed_dict)
             first_loss = numpy.array(first_loss)
 
             for i in xrange(iter):
-                exe.run([])
+                exe.run([], feed_dict=feed_dict)
 
-            last_loss, = exe.run([loss.name])
+            last_loss, = exe.run([loss.name], feed_dict=feed_dict)
             end = time.time()
 
             if batch_size is not None:
@@ -242,9 +251,19 @@ class TestMNIST(TestParallelExecutorBase):
         self.check_network_convergence(simple_fc_net)
         self.check_network_convergence(simple_fc_net, allow_op_delay=True)
 
+        img = numpy.zeros(shape=[32, 784], dtype='float32')
+        label = numpy.ones(shape=[32, 1], dtype='int64')
+        self.check_network_convergence(
+            simple_fc_net, feed_dict={"image": img,
+                                      "label": label})
+
     def test_batchnorm_fc(self):
         self.check_network_convergence(fc_with_batchnorm)
-        self.check_network_convergence(fc_with_batchnorm, allow_op_delay=True)
+        img = numpy.zeros(shape=[32, 784], dtype='float32')
+        label = numpy.ones(shape=[32, 1], dtype='int64')
+        self.check_network_convergence(
+            fc_with_batchnorm, feed_dict={"image": img,
+                                          "label": label})
 
 
 class TestResnet(TestParallelExecutorBase):
@@ -400,7 +419,8 @@ def prepare_batch_input(insts, src_pad_idx, trg_pad_idx, n_head):
 import transformer_model
 
 
-def transformer():
+def transformer(use_feed):
+    assert not use_feed, "transfomer doesn't support feed yet"
     return transformer_model.transformer(
         ModelHyperParams.src_vocab_size + 1,
         ModelHyperParams.trg_vocab_size + 1, ModelHyperParams.max_length + 1,

From 4d1fe5c3ec6b8f346ac1d398b76e97133b0d6b1e Mon Sep 17 00:00:00 2001
From: weixing02 <564445201@qq.com>
Date: Wed, 4 Apr 2018 14:37:02 +0800
Subject: [PATCH 44/79] Fix github links error

---
 doc/fluid/design/algorithm/parameter_average.md        |  4 ++--
 doc/fluid/design/concurrent/channel.md                 |  4 ++--
 doc/fluid/design/concurrent/concurrent_programming.md  |  4 ++++
 doc/fluid/design/concurrent/select_op.md               |  2 +-
 .../design/dist_train/distributed_architecture.md      | 10 +++++-----
 doc/fluid/design/dist_train/multi_cpu.md               |  4 ++--
 doc/fluid/design/dist_train/parameter_server.md        |  7 +++----
 doc/fluid/design/dynamic_rnn/rnn.md                    |  2 +-
 doc/fluid/design/modules/batch_norm_op.md              |  4 ++--
 doc/fluid/design/modules/regularization.md             | 10 +++++-----
 doc/fluid/design/network/deep_speech_2.md              |  4 ++--
 doc/fluid/design/network/sequence_decoder.md           |  2 +-
 doc/fluid/design/others/gan_api.md                     |  4 ++--
 doc/fluid/dev/releasing_process.md                     |  2 +-
 doc/fluid/howto/performance/profiler.md                |  2 +-
 15 files changed, 34 insertions(+), 31 deletions(-)

diff --git a/doc/fluid/design/algorithm/parameter_average.md b/doc/fluid/design/algorithm/parameter_average.md
index 70c5cdecad..940d37fb31 100644
--- a/doc/fluid/design/algorithm/parameter_average.md
+++ b/doc/fluid/design/algorithm/parameter_average.md
@@ -5,10 +5,10 @@ In a large scale machine learning setup where the size of the training data is h
 
 Polyak and Juditsky (1992) showed that the test performance of simple average of parameters obtained by Stochastic Gradient Descent (SGD) is as good as that of parameter values that are obtained by training the model over and over again, over the training dataset.
 
-Hence, to accelerate the speed of Stochastic Gradient Descent, Averaged Stochastic Gradient Descent (ASGD) was proposed in Polyak and Juditsky (1992). For ASGD, the running average of parameters obtained by SGD, is used as the estimator for <img src="./images/theta_star.gif"/><br/> . The averaging is done as follows:
+Hence, to accelerate the speed of Stochastic Gradient Descent, Averaged Stochastic Gradient Descent (ASGD) was proposed in Polyak and Juditsky (1992). For ASGD, the running average of parameters obtained by SGD, is used as the estimator for <img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/theta_star.gif"/><br/> . The averaging is done as follows:
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/asgd.gif"><br />
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/asgd.gif"><br />
 </p>
 
 We propose averaging for any optimizer similar to how ASGD performs it, as mentioned above.
diff --git a/doc/fluid/design/concurrent/channel.md b/doc/fluid/design/concurrent/channel.md
index a5cf17faa8..df67438bcc 100644
--- a/doc/fluid/design/concurrent/channel.md
+++ b/doc/fluid/design/concurrent/channel.md
@@ -114,13 +114,13 @@ current thread under two conditions:
 #### Channel Send
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/channel_send.png"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/channel_send.png"/><br/>
 </p>
 
 #### Channel Receive
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/channel_recv.png"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/channel_recv.png"/><br/>
 </p>
 
 ## Limitations and Considerations
diff --git a/doc/fluid/design/concurrent/concurrent_programming.md b/doc/fluid/design/concurrent/concurrent_programming.md
index 6460216606..1859f983e9 100644
--- a/doc/fluid/design/concurrent/concurrent_programming.md
+++ b/doc/fluid/design/concurrent/concurrent_programming.md
@@ -23,21 +23,25 @@ The following table compares concepts in Fluid and Go
 <td>user-defined functions </td>
 <td>
 <a href="https://github.com/PaddlePaddle/Paddle/tree/develop/python/paddle/fluid">layers</a></td>
+<td></td>
 </tr>
 <tr>
 <td>control-flow and built-in functions </td>
 <td>
 <a href="https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/operators">intrinsics/operators</a></td>
+<td></td>
 </tr>
 <tr>
 <td>goroutines, channels </td>
 <td>
 <a href="https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/framework/thread_pool.h">class ThreadPool</a></td>
+<td></td>
 </tr>
 <tr>
 <td>runtime </td>
 <td>
 <a href="https://github.com/PaddlePaddle/Paddle/blob/develop/paddle/framework/executor.h">class Executor</a></td>
+<td></td>
 </tr>
 </tbody>
 </table>
diff --git a/doc/fluid/design/concurrent/select_op.md b/doc/fluid/design/concurrent/select_op.md
index 98dd94a2be..4fcae57cc7 100644
--- a/doc/fluid/design/concurrent/select_op.md
+++ b/doc/fluid/design/concurrent/select_op.md
@@ -254,7 +254,7 @@ only one case will be executed.
 ### select_op flow
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/select_op_workflow.png"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/select_op_workflow.png"/><br/>
 </p>
 
 The select algorithm is inspired by golang's select routine.  Please refer to
diff --git a/doc/fluid/design/dist_train/distributed_architecture.md b/doc/fluid/design/dist_train/distributed_architecture.md
index 3cd4750bce..229cb47c17 100644
--- a/doc/fluid/design/dist_train/distributed_architecture.md
+++ b/doc/fluid/design/dist_train/distributed_architecture.md
@@ -40,11 +40,11 @@ computation is only specified in Python code which sits outside of PaddlePaddle,
 
 Similar to how a compiler uses an intermediate representation (IR) so that the programmer does not need to manually optimize their code for most of the cases, we can have an intermediate representation in PaddlePaddle as well. The compiler optimizes the IR as follows:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/compiler.png"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/compiler.png"/>
 
 PaddlePaddle can support model parallelism by converting the IR so that the user no longer needs to manually perform the computation and operations in the Python component:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/paddle-compile.png"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/paddle-compile.png"/>
 
 The IR for PaddlePaddle after refactoring is called a `Block`, it specifies the computation dependency graph and the variables used in the computation.
 
@@ -60,7 +60,7 @@ For a detailed explanation, refer to this document -
 
 The revamped distributed training architecture can address the above discussed limitations. Below is the illustration of how it does so:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/distributed_architecture.png"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/distributed_architecture.png"/>
 
 The major components are: *Python API*, *Distribute Transpiler* and *Remote Executor*.
 
@@ -152,7 +152,7 @@ for data in train_reader():
 `JobDesc` object describe the distributed job resource specification to run on
 Cluster environment.
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/remote_executor.png" width="500" align="center" />
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/remote_executor.png" width="500" align="center" />
 
 `RemoteExecutor.run` sends the `ProgramDesc` and
 [TrainingJob](https://github.com/PaddlePaddle/cloud/blob/unreleased-tpr/doc/autoscale/README.md#training-job-resource)
@@ -171,7 +171,7 @@ In the future, a more general placement algorithm should be implemented, which m
 
 The local training architecture will be the same as the distributed training architecture, the difference is that everything runs locally, and there is just one PaddlePaddle runtime:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/local_architecture.png"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/local_architecture.png"/>
 
 
 ### Training Data
diff --git a/doc/fluid/design/dist_train/multi_cpu.md b/doc/fluid/design/dist_train/multi_cpu.md
index 586612622a..38222d0830 100644
--- a/doc/fluid/design/dist_train/multi_cpu.md
+++ b/doc/fluid/design/dist_train/multi_cpu.md
@@ -8,11 +8,11 @@ Op graph to a multi-CPU Op graph, and run `ParallelDo` Op to run the graph.
 
 ## Transpiler
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/single-thread@3x.png" width="300">
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/single-thread@3x.png" width="300">
 
 After converted:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/multi-threads@3x.png" width="1000">
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/multi-threads@3x.png" width="1000">
 
 ## Implement
 
diff --git a/doc/fluid/design/dist_train/parameter_server.md b/doc/fluid/design/dist_train/parameter_server.md
index 179b5f8c29..73c85da5e8 100644
--- a/doc/fluid/design/dist_train/parameter_server.md
+++ b/doc/fluid/design/dist_train/parameter_server.md
@@ -41,11 +41,11 @@ We will need these OPs: *Send*, *Recv*, *Enqueue*, *Dequeue*.
 Below is an example of converting the user defined graph to the
 subgraphs for the trainer and the parameter server:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/local-graph.png" width="300"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/local-graph.png" width="300"/>
 
 After converting:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/dist-graph.png" width="700"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/dist-graph.png" width="700"/>
 
 1. The parameter variable W and its optimizer program are placed on the parameter server.
 1. Operators are added to the program.
@@ -69,8 +69,7 @@ In Fluid, we introduce [SelectedRows](../selected_rows.md) to represent a list o
 non-zero gradient data. So when we do parameter optimization both locally and remotely,
 we only need to send those non-zero rows to the optimizer operators:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/sparse_update.png" width="700" />
-
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/sparse_update.png" width="700" />
 ### Benefits
 
 - Model parallelism becomes easier to implement: it is an extension to
diff --git a/doc/fluid/design/dynamic_rnn/rnn.md b/doc/fluid/design/dynamic_rnn/rnn.md
index 9a61cd788a..7b61b050f6 100644
--- a/doc/fluid/design/dynamic_rnn/rnn.md
+++ b/doc/fluid/design/dynamic_rnn/rnn.md
@@ -5,7 +5,7 @@ This document describes the RNN (Recurrent Neural Network) operator and how it i
 ## RNN Algorithm Implementation
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/rnn.jpg"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/rnn.jpg"/>
 </p>
 
 The above diagram shows an RNN unrolled into a full network.
diff --git a/doc/fluid/design/modules/batch_norm_op.md b/doc/fluid/design/modules/batch_norm_op.md
index 211e060cc1..e451ffcc73 100644
--- a/doc/fluid/design/modules/batch_norm_op.md
+++ b/doc/fluid/design/modules/batch_norm_op.md
@@ -66,7 +66,7 @@ As most C++ operators do, `batch_norm_op` is defined by inputs, outputs, attribu
 
 The following graph showes the training computational process of `batch_norm_op`:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/batch_norm_op_kernel.png" width="800"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/batch_norm_op_kernel.png" width="800"/>
 
 cudnn provides APIs to finish the whole series of computation, we can use them in our GPU kernel.
 
@@ -124,7 +124,7 @@ for pass_id in range(PASS_NUM):
 `is_infer` is an attribute. Once an operator is created, its attributes can not be changed. It suggests us that we shall maintain two `batch_norm_op` in the model, one's `is_infer` is `True`(we call it `infer_batch_norm_op`) and the other one's is `False`(we call it `train_batch_norm_op`). They share all parameters and variables, but be placed in two different branches. That is to say, if a network contains a `batch_norm_op`, it will fork into two branches, one go through `train_batch_norm_op` and the other one go through `infer_batch_norm_op`:
 
 <div align=center>
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/batch_norm_fork.png" width="500"/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/batch_norm_fork.png" width="500"/>
 </div>
 
 Just like what is shown in the above graph, the net forks before `batch_norm_op` and will never merge again. All the operators after `batch_norm_op` will duplicate.
diff --git a/doc/fluid/design/modules/regularization.md b/doc/fluid/design/modules/regularization.md
index ffc3199a84..8cd5ff71d1 100644
--- a/doc/fluid/design/modules/regularization.md
+++ b/doc/fluid/design/modules/regularization.md
@@ -6,17 +6,17 @@ A central problem in machine learning is how to design an algorithm that will pe
 ### Parameter Norm Penalties
 Most common regularization approaches in deep learning are based on limiting the capacity of the models by adding a parameter norm penalty to the objective function `J`. This is given as follows:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/loss_equation.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/loss_equation.png" align="center"/><br/>
 
 The parameter `alpha` is a hyperparameter that weights the relative contribution of the norm penalty term, `omega`, relative to the standard objective function `J`.
 
 The most commonly used norm penalties are the L2 norm penalty and the L1 norm penalty. These are given as follows:
 
 ##### L2 Regularization:
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/l2_regularization.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/l2_regularization.png" align="center"/><br/>
 
 ##### L1 Regularization
-<img src=".https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/l1_regularization.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/l1_regularization.png" align="center"/><br/>
 
 A much more detailed mathematical background of regularization can be found [here](http://www.deeplearningbook.org/contents/regularization.html).
 
@@ -40,11 +40,11 @@ The idea of building ops for regularization is in sync with the refactored Paddl
 
 Below is an example of a really simple feed forward neural network.
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/feed_forward.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/feed_forward.png" align="center"/><br/>
 
 The Python API will modify this computation graph to add regularization operators. The modified computation graph will look as follows:
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/feed_forward_regularized.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/feed_forward_regularized.png" align="center"/><br/>
    
 ### Python API implementation for Regularization
 
diff --git a/doc/fluid/design/network/deep_speech_2.md b/doc/fluid/design/network/deep_speech_2.md
index d3906143d3..f32a5b7e8a 100644
--- a/doc/fluid/design/network/deep_speech_2.md
+++ b/doc/fluid/design/network/deep_speech_2.md
@@ -116,7 +116,7 @@ The classical DS2 network contains 15 layers (from bottom to top):
 - **One** CTC-loss layer
 
 <div align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/ds2_network.png" width=350><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/ds2_network.png" width=350><br/>
 Figure 1. Archetecture of Deep Speech 2 Network.
 </div>
 
@@ -208,7 +208,7 @@ TODO by Assignees
 ### Beam Search with CTC and LM
 
 <div align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/beam_search.png" width=600><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/beam_search.png" width=600><br/>
 Figure 2. Algorithm for CTC Beam Search Decoder.
 </div>
 
diff --git a/doc/fluid/design/network/sequence_decoder.md b/doc/fluid/design/network/sequence_decoder.md
index a56c1b5bca..f13d30ca9f 100644
--- a/doc/fluid/design/network/sequence_decoder.md
+++ b/doc/fluid/design/network/sequence_decoder.md
@@ -199,7 +199,7 @@ Packing the `selected_generation_scores` will get a `LoDTensor`, and each tail i
 
 ## LoD and shape changes during decoding
 <p align="center">
-  <img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/LOD-and-shape-changes-during-decoding.jpg"/>
+  <img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/LOD-and-shape-changes-during-decoding.jpg"/>
 </p>
 
 According to the image above, the only phase that changes the LoD is beam search.
diff --git a/doc/fluid/design/others/gan_api.md b/doc/fluid/design/others/gan_api.md
index 8cc7930470..7167470088 100644
--- a/doc/fluid/design/others/gan_api.md
+++ b/doc/fluid/design/others/gan_api.md
@@ -7,14 +7,14 @@ It applies several important concepts in machine learning system design, includi
 In our GAN design, we wrap it as a user-friendly easily customized python API to design different models. We take the conditional DC-GAN (Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks [https://arxiv.org/abs/1511.06434]) as an example due to its good performance on image generation.
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/test.dot.png" width = "35%" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/test.dot.png" width = "35%" align="center"/><br/>
 Figure 1. The overall running logic of GAN. The black solid arrows indicate the forward pass; the green dashed arrows indicate the backward pass of generator training; the red dashed arrows indicate the backward pass of the discriminator training. The BP pass of the green (red) arrow should only update the parameters in the green (red) boxes. The diamonds indicate the data providers. d\_loss and g\_loss marked in red and green are the two targets we would like to run.
 </p>
 
 The operators, layers and functions required/optional to build a GAN demo is summarized in https://github.com/PaddlePaddle/Paddle/issues/4563.
 
 <p align="center">
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/dcgan.png" width = "90%" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/dcgan.png" width = "90%" align="center"/><br/>
 Figure 2. Photo borrowed from the original DC-GAN paper.
 </p>
 
diff --git a/doc/fluid/dev/releasing_process.md b/doc/fluid/dev/releasing_process.md
index d459b54e09..c5943ccd81 100644
--- a/doc/fluid/dev/releasing_process.md
+++ b/doc/fluid/dev/releasing_process.md
@@ -37,7 +37,7 @@ PaddlePaddle每次发新的版本,遵循以下流程:
 可以在此页面的"Artifacts"下拉框中找到生成的3个二进制文件,分别对应CAPI,`cp27m`和`cp27mu`的版本。然后按照上述的方法
 使用`twine`工具上传即可。
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/ci_build_whl.png">
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/ci_build_whl.png">
 
 * 注:CI环境使用 https://github.com/PaddlePaddle/buildtools 这里的DockerImage作为编译环境以支持更多的Linux
   发型版,如果需要手动编译,也可以使用这些镜像。这些镜像也可以从 https://hub.docker.com/r/paddlepaddle/paddle_manylinux_devel/tags/ 下载得到。
diff --git a/doc/fluid/howto/performance/profiler.md b/doc/fluid/howto/performance/profiler.md
index fe05534be7..ee96e7c74c 100644
--- a/doc/fluid/howto/performance/profiler.md
+++ b/doc/fluid/howto/performance/profiler.md
@@ -23,7 +23,7 @@ But how to record the time for the mixed C++ and CUDA program?  There many C++ A
 
 The overall flow is shown as the following figure.
 
-<img src="https://github.com/PaddlePaddle/Paddle/tree/develop/doc/fluid/images/profiler.png" align="center"/><br/>
+<img src="https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/doc/fluid/images/profiler.png" align="center"/><br/>
 
 ### Event
 

From 39277e9282294dc18b4c2b93aa000a15b58bea5f Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Wed, 4 Apr 2018 14:55:28 +0800
Subject: [PATCH 45/79] fix transpiler condition op in optimize

---
 python/paddle/fluid/distribute_transpiler.py | 32 ++++++++++++++------
 1 file changed, 22 insertions(+), 10 deletions(-)

diff --git a/python/paddle/fluid/distribute_transpiler.py b/python/paddle/fluid/distribute_transpiler.py
index 9311fc9904..6d76c1a8d1 100644
--- a/python/paddle/fluid/distribute_transpiler.py
+++ b/python/paddle/fluid/distribute_transpiler.py
@@ -408,11 +408,16 @@ class DistributeTranspiler:
         pserver_vars = pserver_program.global_block().vars
         created_var_map = dict()
         for _, var in pserver_vars.iteritems():
-            tmpvar = s_prog.global_block().create_var(
-                name=var.name,
-                persistable=var.persistable,
-                dtype=var.dtype,
-                shape=var.shape)
+            if var.type == core.VarDesc.VarType.STEP_SCOPES:
+                tmpvar = s_prog.global_block().create_var(
+                    name=var.name, persistable=var.persistable, type=var.type)
+            else:
+                tmpvar = s_prog.global_block().create_var(
+                    name=var.name,
+                    persistable=var.persistable,
+                    type=var.type,
+                    dtype=var.dtype,
+                    shape=var.shape)
             created_var_map[var.name] = tmpvar
 
         # 2. rename op outputs
@@ -708,11 +713,18 @@ class DistributeTranspiler:
                 varlist = [varlist]
 
             for var in varlist:
-                program.global_block().create_var(
-                    name=var.name,
-                    persistable=var.persistable,
-                    dtype=var.dtype,
-                    shape=var.shape)
+                print("##### deal var: ", var)
+                if var.type == core.VarDesc.VarType.STEP_SCOPES:
+                    program.global_block().create_var(
+                        name=var.name,
+                        persistable=var.persistable,
+                        type=var.type)
+                else:
+                    program.global_block().create_var(
+                        name=var.name,
+                        persistable=var.persistable,
+                        dtype=var.dtype,
+                        shape=var.shape)
 
         optimize_block.append_op(
             type=opt_op.type,

From e0b396e7ba80738fe8c87edb80e5743b8d692cb7 Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Wed, 4 Apr 2018 15:14:48 +0800
Subject: [PATCH 46/79] update by comment

---
 python/paddle/fluid/distribute_transpiler.py | 14 ++------------
 1 file changed, 2 insertions(+), 12 deletions(-)

diff --git a/python/paddle/fluid/distribute_transpiler.py b/python/paddle/fluid/distribute_transpiler.py
index 6d76c1a8d1..134dbe573a 100644
--- a/python/paddle/fluid/distribute_transpiler.py
+++ b/python/paddle/fluid/distribute_transpiler.py
@@ -412,12 +412,7 @@ class DistributeTranspiler:
                 tmpvar = s_prog.global_block().create_var(
                     name=var.name, persistable=var.persistable, type=var.type)
             else:
-                tmpvar = s_prog.global_block().create_var(
-                    name=var.name,
-                    persistable=var.persistable,
-                    type=var.type,
-                    dtype=var.dtype,
-                    shape=var.shape)
+                tmpvar = s_prog.global_block().clone_variable(var)
             created_var_map[var.name] = tmpvar
 
         # 2. rename op outputs
@@ -713,18 +708,13 @@ class DistributeTranspiler:
                 varlist = [varlist]
 
             for var in varlist:
-                print("##### deal var: ", var)
                 if var.type == core.VarDesc.VarType.STEP_SCOPES:
                     program.global_block().create_var(
                         name=var.name,
                         persistable=var.persistable,
                         type=var.type)
                 else:
-                    program.global_block().create_var(
-                        name=var.name,
-                        persistable=var.persistable,
-                        dtype=var.dtype,
-                        shape=var.shape)
+                    program.global_block().clone_variable(var)
 
         optimize_block.append_op(
             type=opt_op.type,

From a16a872783d52d9ba7d32d53848e95cc4ccaefd6 Mon Sep 17 00:00:00 2001
From: typhoonzero <typhoonzero1986@gmail.com>
Date: Wed, 4 Apr 2018 15:56:21 +0800
Subject: [PATCH 47/79] update

---
 python/paddle/fluid/distribute_transpiler.py | 14 ++-----------
 python/paddle/fluid/framework.py             | 21 +++++++++++++-------
 2 files changed, 16 insertions(+), 19 deletions(-)

diff --git a/python/paddle/fluid/distribute_transpiler.py b/python/paddle/fluid/distribute_transpiler.py
index 134dbe573a..31bedb592f 100644
--- a/python/paddle/fluid/distribute_transpiler.py
+++ b/python/paddle/fluid/distribute_transpiler.py
@@ -408,11 +408,7 @@ class DistributeTranspiler:
         pserver_vars = pserver_program.global_block().vars
         created_var_map = dict()
         for _, var in pserver_vars.iteritems():
-            if var.type == core.VarDesc.VarType.STEP_SCOPES:
-                tmpvar = s_prog.global_block().create_var(
-                    name=var.name, persistable=var.persistable, type=var.type)
-            else:
-                tmpvar = s_prog.global_block().clone_variable(var)
+            tmpvar = s_prog.global_block().clone_variable(var)
             created_var_map[var.name] = tmpvar
 
         # 2. rename op outputs
@@ -708,13 +704,7 @@ class DistributeTranspiler:
                 varlist = [varlist]
 
             for var in varlist:
-                if var.type == core.VarDesc.VarType.STEP_SCOPES:
-                    program.global_block().create_var(
-                        name=var.name,
-                        persistable=var.persistable,
-                        type=var.type)
-                else:
-                    program.global_block().clone_variable(var)
+                program.global_block().clone_variable(var)
 
         optimize_block.append_op(
             type=opt_op.type,
diff --git a/python/paddle/fluid/framework.py b/python/paddle/fluid/framework.py
index e15456bfc0..39d4017861 100644
--- a/python/paddle/fluid/framework.py
+++ b/python/paddle/fluid/framework.py
@@ -946,13 +946,20 @@ class Block(object):
             The new  variable cloned from 'var' in current block.
         """
         assert isinstance(var, Variable)
-        return self.create_var(
-            name=var.name,
-            shape=var.shape,
-            dtype=var.dtype,
-            type=var.type,
-            lod_level=var.lod_level,
-            persistable=True)
+        ret_var = None
+        # make STEP_SCOPES var can be safely cloned.
+        if var.type == core.VarDesc.VarType.STEP_SCOPES:
+            ret_var = self.create_var(
+                name=var.name, persistable=var.persistable, type=var.type)
+        else:
+            ret_var = self.create_var(
+                name=var.name,
+                shape=var.shape,
+                dtype=var.dtype,
+                type=var.type,
+                lod_level=var.lod_level,
+                persistable=True)
+        return ret_var
 
 
 class Program(object):

From 6af178356b064c1de104810ec51f8a49410e4869 Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Wed, 4 Apr 2018 15:54:17 +0800
Subject: [PATCH 48/79] expose CUDAPinnedPlace to Python

---
 paddle/fluid/pybind/pybind.cc | 45 +++++++++++++++++++++++++++++++----
 1 file changed, 40 insertions(+), 5 deletions(-)

diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index b0a3f06a88..e7fa450832 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -11,11 +11,16 @@ 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 <algorithm>
+#include <map>
+#include <mutex>  // NOLINT // for call_once
+#include <string>
+#include <unordered_map>
+#include <utility>
+#include <vector>
 
 #include "paddle/fluid/pybind/protobuf.h"
 
-#include <mutex>  // for call_once
-#include <unordered_map>
 #include "paddle/fluid/framework/backward.h"
 #include "paddle/fluid/framework/channel.h"
 #include "paddle/fluid/framework/executor.h"
@@ -32,7 +37,6 @@ limitations under the License. */
 #include "paddle/fluid/operators/cond_op.h"
 #include "paddle/fluid/operators/net_op.h"
 #include "paddle/fluid/platform/enforce.h"
-#include "paddle/fluid/platform/gpu_info.h"
 #include "paddle/fluid/platform/place.h"
 #include "paddle/fluid/platform/profiler.h"
 #include "paddle/fluid/pybind/const_value.h"
@@ -100,6 +104,14 @@ PYBIND11_PLUGIN(core) {
            [](Tensor &self, paddle::platform::CUDAPlace &place) {
              self.mutable_data<int>(place);
            })
+      .def("alloc_int",
+           [](Tensor &self, paddle::platform::CUDAPinnedPlace &place) {
+             self.mutable_data<int>(place);
+           })
+      .def("alloc_float",
+           [](Tensor &self, paddle::platform::CUDAPinnedPlace &place) {
+             self.mutable_data<float>(place);
+           })
       .def("set", PyCPUTensorSetFromArray<float>)
       .def("set", PyCPUTensorSetFromArray<int>)
       .def("set", PyCPUTensorSetFromArray<double>)
@@ -317,7 +329,17 @@ All parameter, weight, gradient are variables in Paddle.
 #else
                     return new paddle::platform::CUDADeviceContext(place);
 #endif
-                  });
+                  })
+          .def_static("create",
+                [](paddle::platform::CUDAPinnedPlace& place)
+                        -> paddle::platform::DeviceContext* {
+#ifndef PADDLE_WITH_CUDA
+                  PADDLE_THROW(
+                        "CUDAPinnedPlace is not supported in CPU device.");
+#else
+                  return new paddle::platform::CUDAPinnedDeviceContext(place);
+#endif
+                });;
 // clang-format on
 #ifdef PADDLE_WITH_CUDA
   py::class_<platform::Communicator>(m, "Communicator").def(py::init<>());
@@ -330,6 +352,10 @@ All parameter, weight, gradient are variables in Paddle.
       .def(py::init<>())
       .def("__str__", string::to_string<const platform::CPUPlace &>);
 
+  py::class_<paddle::platform::CUDAPinnedPlace>(m, "CUDAPinnedPlace")
+      .def(py::init<>())
+      .def("__str__", string::to_string<const platform::CUDAPinnedPlace &>);
+
   py::class_<platform::Place>(m, "Place")
       .def(py::init<>())
       .def("set_place",
@@ -339,7 +365,11 @@ All parameter, weight, gradient are variables in Paddle.
       .def("set_place",
            [](platform::Place &self, const platform::CUDAPlace &gpu_place) {
              self = gpu_place;
-           });
+           })
+      .def("set_place", [](platform::Place &self,
+                           const platform::CUDAPinnedPlace &gpu_place) {
+        self = gpu_place;
+      });
 
   py::class_<OperatorBase>(m, "Operator")
       .def_static("create",
@@ -363,6 +393,11 @@ All parameter, weight, gradient are variables in Paddle.
       .def("run",
            [](OperatorBase &self, const Scope &scope,
               const platform::CUDAPlace &place) { self.Run(scope, place); })
+      .def("run",
+           [](OperatorBase &self, const Scope &scope,
+              const platform::CUDAPinnedPlace &place) {
+             self.Run(scope, place);
+           })
       .def("type",
            [](const OperatorBase &op) -> std::string { return op.Type(); })
       .def("outputs",

From a84a580e65c7008f7e4aa03b5e93057ac65e988a Mon Sep 17 00:00:00 2001
From: qingqing01 <dangqingqing@baidu.com>
Date: Wed, 4 Apr 2018 16:22:28 +0800
Subject: [PATCH 49/79] Add CUDA kernel for prior_box_op. (#9553)

---
 paddle/fluid/operators/prior_box_op.cc        |   7 +-
 paddle/fluid/operators/prior_box_op.cu        | 167 ++++++++++++++++++
 paddle/fluid/operators/prior_box_op.h         |  45 ++---
 .../tests/unittests/test_prior_box_op.py      |  56 +++---
 4 files changed, 207 insertions(+), 68 deletions(-)
 create mode 100644 paddle/fluid/operators/prior_box_op.cu

diff --git a/paddle/fluid/operators/prior_box_op.cc b/paddle/fluid/operators/prior_box_op.cc
index c22a55bce2..82e54139c8 100644
--- a/paddle/fluid/operators/prior_box_op.cc
+++ b/paddle/fluid/operators/prior_box_op.cc
@@ -73,7 +73,7 @@ class PriorBoxOp : public framework::OperatorWithKernel {
       const framework::ExecutionContext& ctx) const override {
     return framework::OpKernelType(
         framework::ToDataType(ctx.Input<framework::Tensor>("Input")->type()),
-        platform::CPUPlace());
+        ctx.device_context());
   }
 };
 
@@ -171,6 +171,5 @@ namespace ops = paddle::operators;
 REGISTER_OPERATOR(prior_box, ops::PriorBoxOp, ops::PriorBoxOpMaker,
                   paddle::framework::EmptyGradOpMaker);
 
-REGISTER_OP_CPU_KERNEL(
-    prior_box, ops::PriorBoxOpKernel<paddle::platform::CPUPlace, float>,
-    ops::PriorBoxOpKernel<paddle::platform::CPUPlace, double>);
+REGISTER_OP_CPU_KERNEL(prior_box, ops::PriorBoxOpKernel<float>,
+                       ops::PriorBoxOpKernel<double>);
diff --git a/paddle/fluid/operators/prior_box_op.cu b/paddle/fluid/operators/prior_box_op.cu
new file mode 100644
index 0000000000..76bf2b3b7d
--- /dev/null
+++ b/paddle/fluid/operators/prior_box_op.cu
@@ -0,0 +1,167 @@
+/* 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/operators/prior_box_op.h"
+
+namespace paddle {
+namespace operators {
+
+template <typename T>
+__device__ inline T clip(T in) {
+  return min(max(in, 0.), 1.);
+}
+
+template <typename T>
+__global__ void GenPriorBox(T* out, const T* aspect_ratios, const int height,
+                            const int width, const int im_height,
+                            const int im_width, const int as_num,
+                            const T offset, const T step_width,
+                            const T step_height, const T* min_sizes,
+                            const T* max_sizes, const int min_num,
+                            bool is_clip) {
+  int num_priors = max_sizes ? as_num * min_num + min_num : as_num * min_num;
+  int box_num = height * width * num_priors;
+  for (int i = blockIdx.x * blockDim.x + threadIdx.x; i < box_num;
+       i += blockDim.x * gridDim.x) {
+    int h = i / (num_priors * width);
+    int w = (i / num_priors) % width;
+    int p = i % num_priors;
+    int m = max_sizes ? p / (as_num + 1) : p / as_num;
+    T cx = (w + offset) * step_width;
+    T cy = (h + offset) * step_height;
+    T bw, bh;
+    T min_size = min_sizes[m];
+    if (max_sizes) {
+      int s = p % (as_num + 1);
+      if (s < as_num) {
+        T ar = aspect_ratios[s];
+        bw = min_size * sqrt(ar) / 2.;
+        bh = min_size / sqrt(ar) / 2.;
+      } else {
+        T max_size = max_sizes[m];
+        bw = sqrt(min_size * max_size) / 2.;
+        bh = bw;
+      }
+    } else {
+      int s = p % as_num;
+      T ar = aspect_ratios[s];
+      bw = min_size * sqrt(ar) / 2.;
+      bh = min_size / sqrt(ar) / 2.;
+    }
+    T xmin = (cx - bw) / im_width;
+    T ymin = (cy - bh) / im_height;
+    T xmax = (cx + bw) / im_width;
+    T ymax = (cy + bh) / im_height;
+    out[i * 4] = is_clip ? clip<T>(xmin) : xmin;
+    out[i * 4 + 1] = is_clip ? clip<T>(ymin) : ymin;
+    out[i * 4 + 2] = is_clip ? clip<T>(xmax) : xmax;
+    out[i * 4 + 3] = is_clip ? clip<T>(ymax) : ymax;
+  }
+}
+
+template <typename T>
+__global__ void SetVariance(T* out, const T* var, const int vnum,
+                            const int num) {
+  for (int i = blockIdx.x * blockDim.x + threadIdx.x; i < num;
+       i += blockDim.x * gridDim.x) {
+    out[i] = var[i % vnum];
+  }
+}
+
+template <typename T>
+class PriorBoxOpCUDAKernel : public framework::OpKernel<T> {
+ public:
+  void Compute(const framework::ExecutionContext& ctx) const override {
+    auto* input = ctx.Input<paddle::framework::Tensor>("Input");
+    auto* image = ctx.Input<paddle::framework::Tensor>("Image");
+    auto* boxes = ctx.Output<paddle::framework::Tensor>("Boxes");
+    auto* vars = ctx.Output<paddle::framework::Tensor>("Variances");
+
+    auto min_sizes = ctx.Attr<std::vector<float>>("min_sizes");
+    auto max_sizes = ctx.Attr<std::vector<float>>("max_sizes");
+    auto input_aspect_ratio = ctx.Attr<std::vector<float>>("aspect_ratios");
+    auto variances = ctx.Attr<std::vector<float>>("variances");
+    auto flip = ctx.Attr<bool>("flip");
+    auto clip = ctx.Attr<bool>("clip");
+
+    std::vector<float> aspect_ratios;
+    ExpandAspectRatios(input_aspect_ratio, flip, aspect_ratios);
+
+    T step_w = static_cast<T>(ctx.Attr<float>("step_w"));
+    T step_h = static_cast<T>(ctx.Attr<float>("step_h"));
+    T offset = static_cast<T>(ctx.Attr<float>("offset"));
+
+    auto im_width = image->dims()[3];
+    auto im_height = image->dims()[2];
+
+    auto width = input->dims()[3];
+    auto height = input->dims()[2];
+
+    T step_width, step_height;
+    if (step_w == 0 || step_h == 0) {
+      step_width = static_cast<T>(im_width) / width;
+      step_height = static_cast<T>(im_height) / height;
+    } else {
+      step_width = step_w;
+      step_height = step_h;
+    }
+
+    int num_priors = aspect_ratios.size() * min_sizes.size();
+    if (max_sizes.size() > 0) {
+      num_priors += max_sizes.size();
+    }
+    int min_num = static_cast<int>(min_sizes.size());
+    int box_num = width * height * num_priors;
+
+    int block = 512;
+    int grid = (box_num + block - 1) / block;
+
+    auto stream =
+        ctx.template device_context<platform::CUDADeviceContext>().stream();
+
+    boxes->mutable_data<T>(ctx.GetPlace());
+    vars->mutable_data<T>(ctx.GetPlace());
+
+    framework::Tensor r;
+    framework::TensorFromVector(aspect_ratios, ctx.device_context(), &r);
+
+    framework::Tensor min;
+    framework::TensorFromVector(min_sizes, ctx.device_context(), &min);
+
+    T* max_data = nullptr;
+    framework::Tensor max;
+    if (max_sizes.size() > 0) {
+      framework::TensorFromVector(max_sizes, ctx.device_context(), &max);
+      max_data = max.data<T>();
+    }
+
+    GenPriorBox<T><<<grid, block, 0, stream>>>(
+        boxes->data<T>(), r.data<T>(), height, width, im_height, im_width,
+        aspect_ratios.size(), offset, step_width, step_height, min.data<T>(),
+        max_data, min_num, clip);
+
+    framework::Tensor v;
+    framework::TensorFromVector(variances, ctx.device_context(), &v);
+    grid = (box_num * 4 + block - 1) / block;
+    SetVariance<T><<<grid, block, 0, stream>>>(vars->data<T>(), v.data<T>(),
+                                               variances.size(), box_num * 4);
+  }
+};  // namespace operators
+
+}  // namespace operators
+}  // namespace paddle
+
+namespace ops = paddle::operators;
+REGISTER_OP_CUDA_KERNEL(prior_box, ops::PriorBoxOpCUDAKernel<float>,
+                        ops::PriorBoxOpCUDAKernel<double>);
diff --git a/paddle/fluid/operators/prior_box_op.h b/paddle/fluid/operators/prior_box_op.h
index 18bb2deb6b..1e4a12aac1 100644
--- a/paddle/fluid/operators/prior_box_op.h
+++ b/paddle/fluid/operators/prior_box_op.h
@@ -51,7 +51,7 @@ struct ClipFunctor {
   }
 };
 
-template <typename Place, typename T>
+template <typename T>
 class PriorBoxOpKernel : public framework::OpKernel<T> {
  public:
   void Compute(const framework::ExecutionContext& ctx) const override {
@@ -106,49 +106,24 @@ class PriorBoxOpKernel : public framework::OpKernel<T> {
         int idx = 0;
         for (size_t s = 0; s < min_sizes.size(); ++s) {
           auto min_size = min_sizes[s];
-          // first prior: aspect_ratio = 1, size = min_size
-          box_width = box_height = min_size / 2.;
-          // xmin
-          e_boxes(h, w, idx, 0) = (center_x - box_width) / img_width;
-          // ymin
-          e_boxes(h, w, idx, 1) = (center_y - box_height) / img_height;
-          // xmax
-          e_boxes(h, w, idx, 2) = (center_x + box_width) / img_width;
-          // ymax
-          e_boxes(h, w, idx, 3) = (center_y + box_height) / img_height;
-
-          idx++;
-          if (max_sizes.size() > 0) {
-            auto max_size = max_sizes[s];
-            // second prior: aspect_ratio = 1,
-            // size = sqrt(min_size * max_size)
-            box_width = box_height = sqrt(min_size * max_size) / 2.;
-            // xmin
+          // priors with different aspect ratios
+          for (size_t r = 0; r < aspect_ratios.size(); ++r) {
+            float ar = aspect_ratios[r];
+            box_width = min_size * sqrt(ar) / 2.;
+            box_height = min_size / sqrt(ar) / 2.;
             e_boxes(h, w, idx, 0) = (center_x - box_width) / img_width;
-            // ymin
             e_boxes(h, w, idx, 1) = (center_y - box_height) / img_height;
-            // xmax
             e_boxes(h, w, idx, 2) = (center_x + box_width) / img_width;
-            // ymax
             e_boxes(h, w, idx, 3) = (center_y + box_height) / img_height;
             idx++;
           }
-
-          // rest of priors
-          for (size_t r = 0; r < aspect_ratios.size(); ++r) {
-            float ar = aspect_ratios[r];
-            if (fabs(ar - 1.) < 1e-6) {
-              continue;
-            }
-            box_width = min_size * sqrt(ar) / 2.;
-            box_height = min_size / sqrt(ar) / 2.;
-            // xmin
+          if (max_sizes.size() > 0) {
+            auto max_size = max_sizes[s];
+            // square prior with size sqrt(minSize * maxSize)
+            box_width = box_height = sqrt(min_size * max_size) / 2.;
             e_boxes(h, w, idx, 0) = (center_x - box_width) / img_width;
-            // ymin
             e_boxes(h, w, idx, 1) = (center_y - box_height) / img_height;
-            // xmax
             e_boxes(h, w, idx, 2) = (center_x + box_width) / img_width;
-            // ymax
             e_boxes(h, w, idx, 3) = (center_y + box_height) / img_height;
             idx++;
           }
diff --git a/python/paddle/fluid/tests/unittests/test_prior_box_op.py b/python/paddle/fluid/tests/unittests/test_prior_box_op.py
index c21138c13e..bcbc02a2ba 100644
--- a/python/paddle/fluid/tests/unittests/test_prior_box_op.py
+++ b/python/paddle/fluid/tests/unittests/test_prior_box_op.py
@@ -28,7 +28,6 @@ class TestPriorBoxOp(OpTest):
 
         self.attrs = {
             'min_sizes': self.min_sizes,
-            'max_sizes': self.max_sizes,
             'aspect_ratios': self.aspect_ratios,
             'variances': self.variances,
             'flip': self.flip,
@@ -37,25 +36,28 @@ class TestPriorBoxOp(OpTest):
             'step_h': self.step_h,
             'offset': self.offset
         }
+        if len(self.max_sizes) > 0:
+            self.attrs['max_sizes'] = self.max_sizes
 
         self.outputs = {'Boxes': self.out_boxes, 'Variances': self.out_var}
 
     def test_check_output(self):
         self.check_output()
 
-    def test_check_grad(self):
-        return
-
     def setUp(self):
         self.op_type = "prior_box"
         self.set_data()
 
+    def set_max_sizes(self):
+        max_sizes = [5, 10]
+        self.max_sizes = np.array(max_sizes).astype('float32').tolist()
+
     def init_test_params(self):
-        self.layer_w = 4
-        self.layer_h = 4
+        self.layer_w = 32
+        self.layer_h = 32
 
-        self.image_w = 20
-        self.image_h = 20
+        self.image_w = 40
+        self.image_h = 40
 
         self.step_w = float(self.image_w) / float(self.layer_w)
         self.step_h = float(self.image_h) / float(self.layer_h)
@@ -66,8 +68,7 @@ class TestPriorBoxOp(OpTest):
 
         self.min_sizes = [2, 4]
         self.min_sizes = np.array(self.min_sizes).astype('float32').tolist()
-        self.max_sizes = [5, 10]
-        self.max_sizes = np.array(self.max_sizes).astype('float32').tolist()
+        self.set_max_sizes()
         self.aspect_ratios = [2.0, 3.0]
         self.flip = True
         self.real_aspect_ratios = [1, 2.0, 1.0 / 2.0, 3.0, 1.0 / 3.0]
@@ -79,7 +80,7 @@ class TestPriorBoxOp(OpTest):
         self.clip = True
 
         self.num_priors = len(self.real_aspect_ratios) * len(self.min_sizes)
-        if len(self.max_sizes) > 1:
+        if len(self.max_sizes) > 0:
             self.num_priors += len(self.max_sizes)
         self.offset = 0.5
 
@@ -105,35 +106,27 @@ class TestPriorBoxOp(OpTest):
                 idx = 0
                 for s in range(len(self.min_sizes)):
                     min_size = self.min_sizes[s]
-                    c_w = c_h = min_size / 2.
-                    out_boxes[h, w, idx, :] = [
-                        (c_x - c_w) / self.image_w, (c_y - c_h) / self.image_h,
-                        (c_x + c_w) / self.image_w, (c_y + c_h) / self.image_h
-                    ]
-                    idx += 1
-
-                    if len(self.max_sizes) > 0:
-                        max_size = self.max_sizes[s]
-                        # second prior: aspect_ratio = 1,
-                        c_w = c_h = math.sqrt(min_size * max_size) / 2
+                    # rest of priors
+                    for r in range(len(self.real_aspect_ratios)):
+                        ar = self.real_aspect_ratios[r]
+                        c_w = min_size * math.sqrt(ar) / 2
+                        c_h = (min_size / math.sqrt(ar)) / 2
                         out_boxes[h, w, idx, :] = [(c_x - c_w) / self.image_w,
                                                    (c_y - c_h) / self.image_h,
                                                    (c_x + c_w) / self.image_w,
                                                    (c_y + c_h) / self.image_h]
                         idx += 1
 
-                    # rest of priors
-                    for r in range(len(self.real_aspect_ratios)):
-                        ar = self.real_aspect_ratios[r]
-                        if math.fabs(ar - 1.) < 1e-6:
-                            continue
-                        c_w = min_size * math.sqrt(ar) / 2
-                        c_h = (min_size / math.sqrt(ar)) / 2
+                    if len(self.max_sizes) > 0:
+                        max_size = self.max_sizes[s]
+                        # second prior: aspect_ratio = 1,
+                        c_w = c_h = math.sqrt(min_size * max_size) / 2
                         out_boxes[h, w, idx, :] = [(c_x - c_w) / self.image_w,
                                                    (c_y - c_h) / self.image_h,
                                                    (c_x + c_w) / self.image_w,
                                                    (c_y + c_h) / self.image_h]
                         idx += 1
+
         # clip the prior's coordidate such that it is within[0, 1]
         if self.clip:
             out_boxes = np.clip(out_boxes, 0.0, 1.0)
@@ -144,5 +137,10 @@ class TestPriorBoxOp(OpTest):
         self.out_var = out_var.astype('float32')
 
 
+class TestPriorBoxOpWithMaxSize(TestPriorBoxOp):
+    def set_max_sizes(self):
+        self.max_sizes = []
+
+
 if __name__ == '__main__':
     unittest.main()

From 72913dc2a60b0e5c9e46e475d74e708fe0b7e80a Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Wed, 4 Apr 2018 17:21:49 +0800
Subject: [PATCH 50/79] change mklml download url to bce

---
 cmake/external/mklml.cmake | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/cmake/external/mklml.cmake b/cmake/external/mklml.cmake
index df3f0c7f0c..796bcf28a1 100644
--- a/cmake/external/mklml.cmake
+++ b/cmake/external/mklml.cmake
@@ -28,7 +28,7 @@ INCLUDE(ExternalProject)
 
 SET(MKLML_PROJECT       "extern_mklml")
 SET(MKLML_VER           "mklml_lnx_2018.0.1.20171007")
-SET(MKLML_URL           "https://github.com/01org/mkl-dnn/releases/download/v0.11/${MKLML_VER}.tgz")
+SET(MKLML_URL           "http://paddlepaddledeps.bj.bcebos.com/${MKLML_VER}.tgz")
 SET(MKLML_SOURCE_DIR    "${THIRD_PARTY_PATH}/mklml")
 SET(MKLML_DOWNLOAD_DIR  "${MKLML_SOURCE_DIR}/src/${MKLML_PROJECT}")
 SET(MKLML_DST_DIR       "mklml")

From 92e92ceba1e99e07ac485c9538f53125dd9a77a4 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Wed, 4 Apr 2018 04:24:26 -0700
Subject: [PATCH 51/79] Add type check

---
 paddle/scripts/docker/build.sh           | 0
 paddle/scripts/travis/build_doc.sh       | 0
 python/paddle/fluid/parallel_executor.py | 3 +++
 tools/codestyle/cpplint_pre_commit.hook  | 0
 4 files changed, 3 insertions(+)
 mode change 100755 => 100644 paddle/scripts/docker/build.sh
 mode change 100755 => 100644 paddle/scripts/travis/build_doc.sh
 mode change 100755 => 100644 tools/codestyle/cpplint_pre_commit.hook

diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh
old mode 100755
new mode 100644
diff --git a/paddle/scripts/travis/build_doc.sh b/paddle/scripts/travis/build_doc.sh
old mode 100755
new mode 100644
diff --git a/python/paddle/fluid/parallel_executor.py b/python/paddle/fluid/parallel_executor.py
index 4153049c05..1b3ba414ec 100644
--- a/python/paddle/fluid/parallel_executor.py
+++ b/python/paddle/fluid/parallel_executor.py
@@ -76,6 +76,9 @@ class ParallelExecutor(object):
           or numpy array.
         :return: fetched value list.
         """
+        if not isinstance(feed_dict, dict):
+            raise TypeError("feed_dict should be a dict")
+
         feed_tensor_dict = {}
         for i, feed_name in enumerate(feed_dict):
             feed_tensor = feed_dict[feed_name]
diff --git a/tools/codestyle/cpplint_pre_commit.hook b/tools/codestyle/cpplint_pre_commit.hook
old mode 100755
new mode 100644

From bdea5bee7d263212b1c2e367b8d6b61daaecfa18 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Wed, 4 Apr 2018 04:32:36 -0700
Subject: [PATCH 52/79] polish

---
 doc/fluid/api/gen_doc.sh                | 0
 paddle/scripts/docker/build.sh          | 0
 paddle/scripts/travis/build_doc.sh      | 0
 tools/codestyle/cpplint_pre_commit.hook | 0
 4 files changed, 0 insertions(+), 0 deletions(-)
 mode change 100644 => 100755 doc/fluid/api/gen_doc.sh
 mode change 100644 => 100755 paddle/scripts/docker/build.sh
 mode change 100644 => 100755 paddle/scripts/travis/build_doc.sh
 mode change 100644 => 100755 tools/codestyle/cpplint_pre_commit.hook

diff --git a/doc/fluid/api/gen_doc.sh b/doc/fluid/api/gen_doc.sh
old mode 100644
new mode 100755
diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh
old mode 100644
new mode 100755
diff --git a/paddle/scripts/travis/build_doc.sh b/paddle/scripts/travis/build_doc.sh
old mode 100644
new mode 100755
diff --git a/tools/codestyle/cpplint_pre_commit.hook b/tools/codestyle/cpplint_pre_commit.hook
old mode 100644
new mode 100755

From 8e4e155c5264bc38828546a86c41790a0a17350d Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Wed, 4 Apr 2018 16:38:18 +0800
Subject: [PATCH 53/79] add PyCUDAPinnedTensorSetFromArray

---
 paddle/fluid/framework/tensor_impl.h | 16 +++++++++----
 paddle/fluid/pybind/pybind.cc        | 10 ++++++--
 paddle/fluid/pybind/tensor_py.h      | 34 ++++++++++++++++++++++++++++
 python/paddle/fluid/__init__.py      |  3 ++-
 4 files changed, 56 insertions(+), 7 deletions(-)

diff --git a/paddle/fluid/framework/tensor_impl.h b/paddle/fluid/framework/tensor_impl.h
index 7a48390440..07d0906ea7 100644
--- a/paddle/fluid/framework/tensor_impl.h
+++ b/paddle/fluid/framework/tensor_impl.h
@@ -128,13 +128,21 @@ inline void* Tensor::mutable_data(platform::Place place, std::type_index type) {
     if (platform::is_cpu_place(place)) {
       holder_.reset(new PlaceholderImpl<platform::CPUPlace>(
           boost::get<platform::CPUPlace>(place), size, type));
-    } else if (platform::is_gpu_place(place)) {
+    } else if (platform::is_gpu_place(place) ||
+               platform::is_cuda_pinned_place(place)) {
 #ifndef PADDLE_WITH_CUDA
-      PADDLE_THROW("'CUDAPlace' is not supported in CPU only device.");
+      PADDLE_THROW(
+          "'CUDAPlace' or 'CUDAPinnedPlace' is not supported in CPU only "
+          "device.");
     }
 #else
-      holder_.reset(new PlaceholderImpl<platform::CUDAPlace>(
-          boost::get<platform::CUDAPlace>(place), size, type));
+      if (platform::is_gpu_place(place)) {
+        holder_.reset(new PlaceholderImpl<platform::CUDAPlace>(
+            boost::get<platform::CUDAPlace>(place), size, type));
+      } else if (platform::is_cuda_pinned_place(place)) {
+        holder_.reset(new PlaceholderImpl<platform::CUDAPinnedPlace>(
+            boost::get<platform::CUDAPinnedPlace>(place), size, type));
+      }
     }
 #endif
     offset_ = 0;
diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index e7fa450832..046721970a 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -125,6 +125,12 @@ PYBIND11_PLUGIN(core) {
       .def("set", PyCUDATensorSetFromArray<int64_t>)
       .def("set", PyCUDATensorSetFromArray<bool>)
       .def("set", PyCUDATensorSetFromArray<uint16_t>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<float>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<int>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<double>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<int64_t>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<bool>)
+      .def("set", PyCUDAPinnedTensorSetFromArray<uint16_t>)
 #endif
       .def("shape", [](Tensor &self) { return vectorize(self.dims()); })
       .def("set_float_element", TensorSetElement<float>)
@@ -367,8 +373,8 @@ All parameter, weight, gradient are variables in Paddle.
              self = gpu_place;
            })
       .def("set_place", [](platform::Place &self,
-                           const platform::CUDAPinnedPlace &gpu_place) {
-        self = gpu_place;
+                           const platform::CUDAPinnedPlace &cuda_pinned_place) {
+        self = cuda_pinned_place;
       });
 
   py::class_<OperatorBase>(m, "Operator")
diff --git a/paddle/fluid/pybind/tensor_py.h b/paddle/fluid/pybind/tensor_py.h
index 6f8c597f8e..f52ffc9ef3 100644
--- a/paddle/fluid/pybind/tensor_py.h
+++ b/paddle/fluid/pybind/tensor_py.h
@@ -14,6 +14,8 @@ limitations under the License. */
 
 #pragma once
 #include <string>
+#include <tuple>
+#include <vector>
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/memory/memcpy.h"
 #include "paddle/fluid/platform/device_context.h"
@@ -208,6 +210,38 @@ void PyCUDATensorSetFromArray(
                                    sizeof(uint16_t) * array.size(),
                                    cudaMemcpyHostToDevice, dev_ctx->stream());
 }
+
+template <typename T>
+void PyCUDAPinnedTensorSetFromArray(
+    framework::Tensor &self,
+    py::array_t<T, py::array::c_style | py::array::forcecast> array,
+    const paddle::platform::CUDAPinnedPlace &place) {
+  std::vector<int64_t> dims;
+  dims.reserve(array.ndim());
+  for (size_t i = 0; i < array.ndim(); ++i) {
+    dims.push_back(static_cast<int>(array.shape()[i]));
+  }
+
+  self.Resize(framework::make_ddim(dims));
+  auto *dst = self.mutable_data<T>(place);
+  std::memcpy(dst, array.data(), sizeof(T) * array.size());
+}
+
+template <>
+void PyCUDAPinnedTensorSetFromArray(
+    framework::Tensor &self,
+    py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
+    const paddle::platform::CUDAPinnedPlace &place) {
+  std::vector<int64_t> dims;
+  dims.reserve(array.ndim());
+  for (size_t i = 0; i < array.ndim(); ++i) {
+    dims.push_back(static_cast<int>(array.shape()[i]));
+  }
+
+  self.Resize(framework::make_ddim(dims));
+  auto *dst = self.mutable_data<platform::float16>(place);
+  std::memcpy(dst, array.data(), sizeof(uint16_t) * array.size());
+}
 #endif
 
 }  // namespace pybind
diff --git a/python/paddle/fluid/__init__.py b/python/paddle/fluid/__init__.py
index 5ea4d977f4..f01d638efd 100644
--- a/python/paddle/fluid/__init__.py
+++ b/python/paddle/fluid/__init__.py
@@ -31,7 +31,7 @@ import regularizer
 import average
 from param_attr import ParamAttr, WeightNormParamAttr
 from data_feeder import DataFeeder
-from core import LoDTensor, CPUPlace, CUDAPlace
+from core import LoDTensor, CPUPlace, CUDAPlace, CUDAPinnedPlace
 from distribute_transpiler import DistributeTranspiler
 from distribute_transpiler_simple import SimpleDistributeTranspiler
 from concurrency import (Go, make_channel, channel_send, channel_recv,
@@ -57,6 +57,7 @@ __all__ = framework.__all__ + executor.__all__ + concurrency.__all__ + [
     'LoDTensor',
     'CPUPlace',
     'CUDAPlace',
+    'CUDAPinnedPlace',
     'Tensor',
     'ParamAttr',
     'WeightNormParamAttr',

From f8dd03dced4b725dbd161d1b9ebbe89b97ce6173 Mon Sep 17 00:00:00 2001
From: mozga-intel <mateusz.ozga@intel.com>
Date: Wed, 4 Apr 2018 14:04:17 +0200
Subject: [PATCH 54/79] Prepare code for CentOS (#9651)

---
 paddle/fluid/operators/fc_mkldnn_op.cc | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/paddle/fluid/operators/fc_mkldnn_op.cc b/paddle/fluid/operators/fc_mkldnn_op.cc
index 9c704a2949..847b7b0c12 100644
--- a/paddle/fluid/operators/fc_mkldnn_op.cc
+++ b/paddle/fluid/operators/fc_mkldnn_op.cc
@@ -27,8 +27,8 @@ template <typename T>
 class MKLDNNMD {
  public:
   explicit MKLDNNMD(const T* in, const T* w, bool bias)
-      : in{paddle::framework::vectorize2int(in->dims())},
-        w{paddle::framework::vectorize2int(w->dims())} {
+      : in(paddle::framework::vectorize2int(in->dims())),
+        w(paddle::framework::vectorize2int(w->dims())) {
     with_bias_ = bias;
   }
 
@@ -78,7 +78,7 @@ class MKLDNNMD {
 class MKLDNNMemory {
  public:
   MKLDNNMemory(MKLDNNMD<Tensor>* t, const mkldnn::engine& e)
-      : md_{t}, engine_{e} {}
+      : md_(t), engine_(e) {}
   virtual ~MKLDNNMemory() = default;
 
   template <typename Output>

From e66bd4cb732003d083f981bc5b2c7fe238590aa0 Mon Sep 17 00:00:00 2001
From: qiaolongfei <qiaolongfei@baidu.com>
Date: Wed, 4 Apr 2018 23:31:13 +0800
Subject: [PATCH 55/79] add GetDataTypeOfVar

---
 paddle/fluid/framework/operator.cc        | 11 +++++++++++
 paddle/fluid/framework/operator.h         |  2 ++
 paddle/fluid/operators/lookup_table_op.cc | 22 ++++------------------
 paddle/fluid/operators/sgd_op.cc          | 15 ++-------------
 4 files changed, 19 insertions(+), 31 deletions(-)

diff --git a/paddle/fluid/framework/operator.cc b/paddle/fluid/framework/operator.cc
index f6a43804ef..a3b4a8c082 100644
--- a/paddle/fluid/framework/operator.cc
+++ b/paddle/fluid/framework/operator.cc
@@ -35,6 +35,17 @@ std::vector<std::tuple<platform::Place, LibraryType>> kKernelPriority = {
     std::make_tuple(platform::CPUPlace(), LibraryType::kPlain),
 };
 
+proto::VarType::Type GetDataTypeOfVar(const Variable* var) {
+  if (var->IsType<framework::LoDTensor>()) {
+    return framework::ToDataType(var->Get<framework::LoDTensor>().type());
+  } else if (var->IsType<framework::SelectedRows>()) {
+    return framework::ToDataType(
+        var->Get<framework::SelectedRows>().value().type());
+  } else {
+    PADDLE_THROW("Var should be LoDTensor or SelectedRows");
+  }
+}
+
 static DDim GetDims(const Scope& scope, const std::string& name) {
   Variable* var = scope.FindVar(name);
   if (var == nullptr) {
diff --git a/paddle/fluid/framework/operator.h b/paddle/fluid/framework/operator.h
index 41214b41cb..b7a7c69b4c 100644
--- a/paddle/fluid/framework/operator.h
+++ b/paddle/fluid/framework/operator.h
@@ -61,6 +61,8 @@ inline std::string GradVarName(const std::string& var_name) {
   return var_name + kGradVarSuffix;
 }
 
+proto::VarType::Type GetDataTypeOfVar(const Variable* var);
+
 class OperatorBase;
 class ExecutionContext;
 
diff --git a/paddle/fluid/operators/lookup_table_op.cc b/paddle/fluid/operators/lookup_table_op.cc
index deabcdc99f..bf33be3106 100644
--- a/paddle/fluid/operators/lookup_table_op.cc
+++ b/paddle/fluid/operators/lookup_table_op.cc
@@ -18,22 +18,6 @@ limitations under the License. */
 namespace paddle {
 namespace operators {
 
-static inline framework::OpKernelType ExpectedKernelType(
-    const framework::ExecutionContext& ctx) {
-  auto* table_var = ctx.InputVar("W");
-  if (table_var->IsType<LoDTensor>()) {
-    return framework::OpKernelType(
-        framework::ToDataType(table_var->Get<LoDTensor>().type()),
-        ctx.device_context());
-  } else if (table_var->IsType<SelectedRows>()) {
-    return framework::OpKernelType(
-        framework::ToDataType(table_var->Get<SelectedRows>().value().type()),
-        ctx.device_context());
-  } else {
-    PADDLE_THROW("W should be LoDTensor or SelectedRows");
-  }
-}
-
 class LookupTableOp : public framework::OperatorWithKernel {
  public:
   using framework::OperatorWithKernel::OperatorWithKernel;
@@ -67,7 +51,8 @@ class LookupTableOp : public framework::OperatorWithKernel {
  protected:
   framework::OpKernelType GetExpectedKernelType(
       const framework::ExecutionContext& ctx) const override {
-    return ExpectedKernelType(ctx);
+    auto data_type = framework::GetDataTypeOfVar(ctx.InputVar("W"));
+    return framework::OpKernelType(data_type, ctx.device_context());
   }
 };
 
@@ -138,7 +123,8 @@ class LookupTableOpGrad : public framework::OperatorWithKernel {
  protected:
   framework::OpKernelType GetExpectedKernelType(
       const framework::ExecutionContext& ctx) const override {
-    return ExpectedKernelType(ctx);
+    auto data_type = framework::GetDataTypeOfVar(ctx.InputVar("W"));
+    return framework::OpKernelType(data_type, ctx.device_context());
   }
 };
 
diff --git a/paddle/fluid/operators/sgd_op.cc b/paddle/fluid/operators/sgd_op.cc
index 9cdc5b3f1e..074fa9e00f 100644
--- a/paddle/fluid/operators/sgd_op.cc
+++ b/paddle/fluid/operators/sgd_op.cc
@@ -43,19 +43,8 @@ class SGDOp : public framework::OperatorWithKernel {
  protected:
   framework::OpKernelType GetExpectedKernelType(
       const framework::ExecutionContext& ctx) const override {
-    auto* table_var = ctx.InputVar("Param");
-    if (table_var->IsType<framework::LoDTensor>()) {
-      return framework::OpKernelType(
-          framework::ToDataType(table_var->Get<framework::LoDTensor>().type()),
-          ctx.device_context());
-    } else if (table_var->IsType<framework::SelectedRows>()) {
-      return framework::OpKernelType(
-          framework::ToDataType(
-              table_var->Get<framework::SelectedRows>().value().type()),
-          ctx.device_context());
-    } else {
-      PADDLE_THROW("Param should be LoDTensor or SelectedRows");
-    }
+    auto data_type = framework::GetDataTypeOfVar(ctx.InputVar("Param"));
+    return framework::OpKernelType(data_type, ctx.device_context());
   }
 };
 

From 7bf82f82b1f1e74f4755eb327e1528a2544437bc Mon Sep 17 00:00:00 2001
From: Abhinav Arora <abhinavarora28@gmail.com>
Date: Wed, 4 Apr 2018 16:32:11 -0700
Subject: [PATCH 56/79] Fix CPPlint errors in channel.h, channel_impl.h and
 channel_test.cc (#9628)

* Fix cpplint issues

* Fix cpplint issues in channel.h and channel_impl.h

* Fix typo
---
 paddle/fluid/framework/channel.h       |   7 +-
 paddle/fluid/framework/channel_impl.h  |  21 ++--
 paddle/fluid/framework/channel_test.cc | 160 ++++++++++++-------------
 3 files changed, 95 insertions(+), 93 deletions(-)

diff --git a/paddle/fluid/framework/channel.h b/paddle/fluid/framework/channel.h
index 019bea600f..722bf8e8ec 100644
--- a/paddle/fluid/framework/channel.h
+++ b/paddle/fluid/framework/channel.h
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #pragma once
 
-#include <stddef.h>  // for size_t
-#include <condition_variable>
+#include <stddef.h>            // for size_t
+#include <condition_variable>  // NOLINT
 #include <typeindex>
 #include "paddle/fluid/platform/enforce.h"
 
@@ -216,7 +216,8 @@ class ChannelHolder {
 
   template <typename T>
   struct PlaceholderImpl : public Placeholder {
-    PlaceholderImpl(size_t buffer_size) : type_(std::type_index(typeid(T))) {
+    explicit PlaceholderImpl(size_t buffer_size)
+        : type_(std::type_index(typeid(T))) {
       channel_.reset(MakeChannel<T>(buffer_size));
     }
 
diff --git a/paddle/fluid/framework/channel_impl.h b/paddle/fluid/framework/channel_impl.h
index e056779ea0..26d454534e 100644
--- a/paddle/fluid/framework/channel_impl.h
+++ b/paddle/fluid/framework/channel_impl.h
@@ -15,7 +15,7 @@ limitations under the License. */
 #pragma once
 #include <stddef.h>  // for size_t
 #include <atomic>
-#include <condition_variable>
+#include <condition_variable>  // NOLINT
 #include <deque>
 #include "paddle/fluid/framework/channel.h"
 #include "paddle/fluid/platform/enforce.h"
@@ -38,7 +38,7 @@ class ChannelImpl : public paddle::framework::Channel<T> {
   virtual void Unlock();
   virtual bool IsClosed();
   virtual void Close();
-  ChannelImpl(size_t);
+  explicit ChannelImpl(size_t);
   virtual ~ChannelImpl();
 
   virtual void AddToSendQ(const void *referrer, T *data,
@@ -60,7 +60,7 @@ class ChannelImpl : public paddle::framework::Channel<T> {
     const void *referrer;  // TODO(thuan): figure out better way to do this
     std::function<bool(ChannelAction)> callback;
 
-    QueueMessage(T *item)
+    explicit QueueMessage(T *item)
         : data(item), cond(std::make_shared<std::condition_variable_any>()) {}
 
     QueueMessage(T *item, std::shared_ptr<std::condition_variable_any> cond)
@@ -88,15 +88,15 @@ class ChannelImpl : public paddle::framework::Channel<T> {
   }
 
   std::shared_ptr<QueueMessage> get_first_message(
-      std::deque<std::shared_ptr<QueueMessage>> &queue, ChannelAction action) {
-    while (!queue.empty()) {
+      std::deque<std::shared_ptr<QueueMessage>> *queue, ChannelAction action) {
+    while (!queue->empty()) {
       // Check whether this message was added by Select
       // If this was added by Select then execute the callback
       // to check if you can execute this message. The callback
       // can return false if some other case was executed in Select.
       // In that case just discard this QueueMessage and process next.
-      std::shared_ptr<QueueMessage> m = queue.front();
-      queue.pop_front();
+      std::shared_ptr<QueueMessage> m = queue->front();
+      queue->pop_front();
       if (m->callback == nullptr || m->callback(action)) return m;
     }
     return nullptr;
@@ -147,7 +147,7 @@ void ChannelImpl<T>::Send(T *item) {
   // to send to the receiver, bypassing the channel buffer if any
   if (!recvq.empty()) {
     std::shared_ptr<QueueMessage> m =
-        get_first_message(recvq, ChannelAction::SEND);
+        get_first_message(&recvq, ChannelAction::SEND);
 
     if (m != nullptr) {
       *(m->data) = std::move(*item);
@@ -198,7 +198,7 @@ bool ChannelImpl<T>::Receive(T *item) {
   // buffer and move front of send queue to the buffer
   if (!sendq.empty()) {
     std::shared_ptr<QueueMessage> m =
-        get_first_message(sendq, ChannelAction::RECEIVE);
+        get_first_message(&sendq, ChannelAction::RECEIVE);
     if (buf_.size() > 0) {
       // Case 1 : Channel is Buffered
       // Do Data transfer from front of buffer
@@ -219,8 +219,9 @@ bool ChannelImpl<T>::Receive(T *item) {
       if (m != nullptr) {
         *item = std::move(*(m->data));
         m->Notify();
-      } else
+      } else {
         return recv_return(Receive(item));
+      }
     }
     return recv_return(true);
   }
diff --git a/paddle/fluid/framework/channel_test.cc b/paddle/fluid/framework/channel_test.cc
index 1184bfdae1..542d791f6b 100644
--- a/paddle/fluid/framework/channel_test.cc
+++ b/paddle/fluid/framework/channel_test.cc
@@ -14,8 +14,8 @@ limitations under the License. */
 
 #include "paddle/fluid/framework/channel.h"
 
-#include <chrono>
-#include <thread>
+#include <chrono>  // NOLINT
+#include <thread>  // NOLINT
 #include "gtest/gtest.h"
 
 using paddle::framework::Channel;
@@ -166,9 +166,9 @@ TEST(Channel, ConcurrentSendNonConcurrentReceiveWithSufficientBufferSize) {
   std::thread t([&]() {
     // Try to write more than buffer size.
     for (size_t i = 0; i < 2 * buffer_size; ++i) {
-      if (i < buffer_size)
+      if (i < buffer_size) {
         ch->Send(&i);  // should block after 10 iterations
-      else {
+      } else {
         bool is_exception = false;
         try {
           ch->Send(&i);
@@ -212,12 +212,12 @@ TEST(Channel, RecevingOrderEqualToSendingOrderWithBufferedChannel3) {
 }
 
 void ChannelCloseUnblocksReceiversTest(Channel<int> *ch) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
 
   // Launches threads that try to read and are blocked because of no writers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -230,7 +230,7 @@ void ChannelCloseUnblocksReceiversTest(Channel<int> *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait 0.2 sec
 
   // Verify that all the threads are blocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], false);
   }
 
@@ -241,21 +241,21 @@ void ChannelCloseUnblocksReceiversTest(Channel<int> *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait 0.2 sec
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 void ChannelCloseUnblocksSendersTest(Channel<int> *ch, bool isBuffered) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
-  bool send_success[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
+  bool send_success[kNumThreads];
 
   // Launches threads that try to write and are blocked because of no readers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     send_success[i] = false;
     t[i] = std::thread(
@@ -277,13 +277,13 @@ void ChannelCloseUnblocksSendersTest(Channel<int> *ch, bool isBuffered) {
   if (isBuffered) {
     // If ch is Buffered, atleast 4 threads must be blocked.
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (!thread_ended[i]) ct++;
     }
     EXPECT_GE(ct, 4);
   } else {
     // If ch is UnBuffered, all the threads should be blocked.
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       EXPECT_EQ(thread_ended[i], false);
     }
   }
@@ -294,21 +294,21 @@ void ChannelCloseUnblocksSendersTest(Channel<int> *ch, bool isBuffered) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
   if (isBuffered) {
     // Verify that only 1 send was successful
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (send_success[i]) ct++;
     }
     // Only 1 send must be successful
     EXPECT_EQ(ct, 1);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 // This tests that closing a buffered channel also unblocks
@@ -409,13 +409,13 @@ TEST(Channel, UnbufferedMoreReceiveLessSendTest) {
 // This tests that destroying a channel unblocks
 //  any senders waiting for channel to have write space
 void ChannelDestroyUnblockSenders(Channel<int> *ch, bool isBuffered) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
-  bool send_success[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
+  bool send_success[kNumThreads];
 
   // Launches threads that try to write and are blocked because of no readers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     send_success[i] = false;
     t[i] = std::thread(
@@ -438,14 +438,14 @@ void ChannelDestroyUnblockSenders(Channel<int> *ch, bool isBuffered) {
   if (isBuffered) {
     // If channel is buffered, verify that atleast 4 threads are blocked
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (thread_ended[i] == false) ct++;
     }
     // Atleast 4 threads must be blocked
     EXPECT_GE(ct, 4);
   } else {
     // Verify that all the threads are blocked
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       EXPECT_EQ(thread_ended[i], false);
     }
   }
@@ -454,13 +454,13 @@ void ChannelDestroyUnblockSenders(Channel<int> *ch, bool isBuffered) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
   // Count number of successful sends
   int ct = 0;
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     if (send_success[i]) ct++;
   }
 
@@ -473,18 +473,18 @@ void ChannelDestroyUnblockSenders(Channel<int> *ch, bool isBuffered) {
   }
 
   // Join all threads
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 // This tests that destroying a channel also unblocks
 //  any receivers waiting on the channel
 void ChannelDestroyUnblockReceivers(Channel<int> *ch) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
 
   // Launches threads that try to read and are blocked because of no writers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -498,18 +498,18 @@ void ChannelDestroyUnblockReceivers(Channel<int> *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(100));  // wait
 
   // Verify that all threads are blocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], false);
   }
   // delete the channel
   delete ch;
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 TEST(Channel, BufferedChannelDestroyUnblocksReceiversTest) {
@@ -679,12 +679,12 @@ TEST(ChannelHolder, TypeMismatchReceiveTest) {
 }
 
 void ChannelHolderCloseUnblocksReceiversTest(ChannelHolder *ch) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
 
   // Launches threads that try to read and are blocked because of no writers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -697,7 +697,7 @@ void ChannelHolderCloseUnblocksReceiversTest(ChannelHolder *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait 0.2 sec
 
   // Verify that all the threads are blocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], false);
   }
 
@@ -708,21 +708,21 @@ void ChannelHolderCloseUnblocksReceiversTest(ChannelHolder *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait 0.2 sec
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 void ChannelHolderCloseUnblocksSendersTest(ChannelHolder *ch, bool isBuffered) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
-  bool send_success[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
+  bool send_success[kNumThreads];
 
   // Launches threads that try to write and are blocked because of no readers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     send_success[i] = false;
     t[i] = std::thread(
@@ -744,13 +744,13 @@ void ChannelHolderCloseUnblocksSendersTest(ChannelHolder *ch, bool isBuffered) {
   if (isBuffered) {
     // If ch is Buffered, atleast 4 threads must be blocked.
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (!thread_ended[i]) ct++;
     }
     EXPECT_GE(ct, 4);
   } else {
     // If ch is UnBuffered, all the threads should be blocked.
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       EXPECT_EQ(thread_ended[i], false);
     }
   }
@@ -761,21 +761,21 @@ void ChannelHolderCloseUnblocksSendersTest(ChannelHolder *ch, bool isBuffered) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
   if (isBuffered) {
     // Verify that only 1 send was successful
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (send_success[i]) ct++;
     }
     // Only 1 send must be successful
     EXPECT_EQ(ct, 1);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 // This tests that closing a channelholder unblocks
@@ -813,13 +813,13 @@ TEST(Channel, ChannelHolderCloseUnblocksSendersTest) {
 // This tests that destroying a channelholder unblocks
 //  any senders waiting for channel
 void ChannelHolderDestroyUnblockSenders(ChannelHolder *ch, bool isBuffered) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
-  bool send_success[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
+  bool send_success[kNumThreads];
 
   // Launches threads that try to write and are blocked because of no readers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     send_success[i] = false;
     t[i] = std::thread(
@@ -841,14 +841,14 @@ void ChannelHolderDestroyUnblockSenders(ChannelHolder *ch, bool isBuffered) {
   if (isBuffered) {
     // If channel is buffered, verify that atleast 4 threads are blocked
     int ct = 0;
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       if (thread_ended[i] == false) ct++;
     }
     // Atleast 4 threads must be blocked
     EXPECT_GE(ct, 4);
   } else {
     // Verify that all the threads are blocked
-    for (size_t i = 0; i < num_threads; i++) {
+    for (size_t i = 0; i < kNumThreads; i++) {
       EXPECT_EQ(thread_ended[i], false);
     }
   }
@@ -857,13 +857,13 @@ void ChannelHolderDestroyUnblockSenders(ChannelHolder *ch, bool isBuffered) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
 
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
   // Count number of successfuld sends
   int ct = 0;
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     if (send_success[i]) ct++;
   }
 
@@ -876,18 +876,18 @@ void ChannelHolderDestroyUnblockSenders(ChannelHolder *ch, bool isBuffered) {
   }
 
   // Join all threads
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 // This tests that destroying a channelholder also unblocks
 //  any receivers waiting on the channel
 void ChannelHolderDestroyUnblockReceivers(ChannelHolder *ch) {
-  size_t num_threads = 5;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
+  const size_t kNumThreads = 5;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
 
   // Launches threads that try to read and are blocked because of no writers
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -901,18 +901,18 @@ void ChannelHolderDestroyUnblockReceivers(ChannelHolder *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
 
   // Verify that all threads are blocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], false);
   }
   // delete the channel
   delete ch;
   std::this_thread::sleep_for(std::chrono::milliseconds(200));  // wait
   // Verify that all threads got unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
 
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 TEST(ChannelHolder, ChannelHolderDestroyUnblocksReceiversTest) {
@@ -945,12 +945,12 @@ TEST(ChannelHolder, ChannelHolderDestroyUnblocksSendersTest) {
 
 // This tests that closing a channelholder many times.
 void ChannelHolderManyTimesClose(ChannelHolder *ch) {
-  const int num_threads = 15;
-  std::thread t[num_threads];
-  bool thread_ended[num_threads];
+  const int kNumThreads = 15;
+  std::thread t[kNumThreads];
+  bool thread_ended[kNumThreads];
 
   // Launches threads that try to send data to channel.
-  for (size_t i = 0; i < num_threads / 3; i++) {
+  for (size_t i = 0; i < kNumThreads / 3; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *ended) {
@@ -962,7 +962,7 @@ void ChannelHolderManyTimesClose(ChannelHolder *ch) {
   }
 
   // Launches threads that try to receive data to channel.
-  for (size_t i = num_threads / 3; i < 2 * num_threads / 3; i++) {
+  for (size_t i = kNumThreads / 3; i < 2 * kNumThreads / 3; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -976,7 +976,7 @@ void ChannelHolderManyTimesClose(ChannelHolder *ch) {
   }
 
   // Launches threads that try to close the channel.
-  for (size_t i = 2 * num_threads / 3; i < num_threads; i++) {
+  for (size_t i = 2 * kNumThreads / 3; i < kNumThreads; i++) {
     thread_ended[i] = false;
     t[i] = std::thread(
         [&](bool *p) {
@@ -991,13 +991,13 @@ void ChannelHolderManyTimesClose(ChannelHolder *ch) {
   std::this_thread::sleep_for(std::chrono::milliseconds(100));  // wait
 
   // Verify that all threads are unblocked
-  for (size_t i = 0; i < num_threads; i++) {
+  for (size_t i = 0; i < kNumThreads; i++) {
     EXPECT_EQ(thread_ended[i], true);
   }
   EXPECT_TRUE(ch->IsClosed());
   // delete the channel
   delete ch;
-  for (size_t i = 0; i < num_threads; i++) t[i].join();
+  for (size_t i = 0; i < kNumThreads; i++) t[i].join();
 }
 
 TEST(ChannelHolder, ChannelHolderManyTimesCloseTest) {

From 30061d48313d9c96af49dfe65939c47ca3bb3470 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Thu, 5 Apr 2018 09:00:59 -0700
Subject: [PATCH 57/79] Fix cpplint errors in paddle/fluid/string (#9667)

* Fix cpplint errors in paddle/fluid/string

* Fix unit test error

* Correct
---
 paddle/fluid/string/piece.cc          | 2 +-
 paddle/fluid/string/printf.h          | 2 ++
 paddle/fluid/string/printf_test.cc    | 5 +++--
 paddle/fluid/string/to_string_test.cc | 7 +++----
 4 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/paddle/fluid/string/piece.cc b/paddle/fluid/string/piece.cc
index 454f5d8d38..8e8cfb0e91 100644
--- a/paddle/fluid/string/piece.cc
+++ b/paddle/fluid/string/piece.cc
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#include "piece.h"
+#include "paddle/fluid/string/piece.h"
 
 #include <string.h>
 
diff --git a/paddle/fluid/string/printf.h b/paddle/fluid/string/printf.h
index 693cf9d6df..062095a1c3 100644
--- a/paddle/fluid/string/printf.h
+++ b/paddle/fluid/string/printf.h
@@ -71,6 +71,8 @@
 
 #include <iostream>
 #include <sstream>
+#include <string>
+
 #include "tinyformat/tinyformat.h"  // https://github.com/c42f/tinyformat
 
 namespace paddle {
diff --git a/paddle/fluid/string/printf_test.cc b/paddle/fluid/string/printf_test.cc
index b6a60c8d6b..678029f935 100644
--- a/paddle/fluid/string/printf_test.cc
+++ b/paddle/fluid/string/printf_test.cc
@@ -11,7 +11,8 @@
 // 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 "printf.h"
+
+#include "paddle/fluid/string/printf.h"
 
 #include <string>
 
@@ -21,7 +22,7 @@ TEST(StringPrintf, StringPrintf) {
   std::string weekday = "Wednesday";
   const char* month = "July";
   size_t day = 27;
-  long hour = 14;
+  int hour = 14;
   int min = 44;
   EXPECT_EQ(std::string("Wednesday, July 27, 14:44"),
             paddle::string::Sprintf("%s, %s %d, %.2d:%.2d", weekday, month, day,
diff --git a/paddle/fluid/string/to_string_test.cc b/paddle/fluid/string/to_string_test.cc
index 8fc293af0e..1d9c0e5e0c 100644
--- a/paddle/fluid/string/to_string_test.cc
+++ b/paddle/fluid/string/to_string_test.cc
@@ -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 "to_string.h"
+#include "paddle/fluid/string/to_string.h"
 #include <gtest/gtest.h>
 
 constexpr char kOutputString[] = "User Defined Output";
@@ -26,14 +26,13 @@ std::ostream& operator<<(std::ostream& s, const UserDefinedClass& ins) {
 }
 
 TEST(to_string, normal) {
-  using namespace paddle::string;
+  using paddle::string::to_string;
   ASSERT_EQ("10", to_string(10));
   ASSERT_EQ("abc", to_string("abc"));
   ASSERT_EQ("1.2", to_string(1.2));
 }
 
 TEST(to_string, user_defined) {
-  using namespace paddle::string;
   UserDefinedClass instance;
-  ASSERT_EQ(kOutputString, to_string(instance));
+  ASSERT_EQ(kOutputString, paddle::string::to_string(instance));
 }

From 09b4a1a361003840e3690e61003a37db4f65564d Mon Sep 17 00:00:00 2001
From: Lei Wang <bestwanglei@gmail.com>
Date: Thu, 5 Apr 2018 13:24:10 -0700
Subject: [PATCH 58/79] Build: generate all the build related files into one
 directory. (#9512)

---
 .gitignore                                    |  9 ---------
 cmake/generic.cmake                           |  6 +++---
 doc/fluid/CMakeLists.txt                      |  4 ++--
 doc/fluid/api/CMakeLists.txt                  |  2 +-
 doc/templates/conf.py.cn.in                   |  2 +-
 doc/templates/conf.py.en.in                   |  2 +-
 doc/v2/CMakeLists.txt                         |  4 ++--
 doc/v2/api/CMakeLists.txt                     |  2 +-
 paddle/api/CMakeLists.txt                     | 11 ++++++-----
 paddle/api/test/CMakeLists.txt                |  5 +++++
 paddle/fluid/framework/CMakeLists.txt         |  4 ++--
 .../fluid/inference/tests/book/CMakeLists.txt |  2 +-
 paddle/fluid/operators/CMakeLists.txt         |  4 ++--
 paddle/fluid/platform/CMakeLists.txt          |  4 ++--
 paddle/gserver/tests/CMakeLists.txt           | 19 ++++++++++++-------
 paddle/trainer/tests/CMakeLists.txt           | 13 +++++++++----
 paddle/utils/CMakeLists.txt                   |  4 ++--
 proto/CMakeLists.txt                          |  5 +++--
 python/CMakeLists.txt                         |  8 +++++---
 .../fluid/tests/unittests/CMakeLists.txt      |  4 ++--
 .../tests/CMakeLists.txt                      |  8 ++++----
 .../tests/configs/generate_protostr.sh        |  1 -
 python/setup.py.in                            |  4 ++--
 23 files changed, 68 insertions(+), 59 deletions(-)

diff --git a/.gitignore b/.gitignore
index 2badc3bdaa..9e3a0b499f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -25,12 +25,3 @@ third_party/
 
 # clion workspace.
 cmake-build-*
-
-# generated while compiling
-paddle/pybind/pybind.h
-CMakeFiles
-cmake_install.cmake
-paddle/.timestamp
-python/paddlepaddle.egg-info/
-paddle/fluid/pybind/pybind.h
-python/paddle/version.py
diff --git a/cmake/generic.cmake b/cmake/generic.cmake
index 3fe750f47e..e8bc285bdc 100644
--- a/cmake/generic.cmake
+++ b/cmake/generic.cmake
@@ -251,7 +251,7 @@ function(cc_test TARGET_NAME)
     add_dependencies(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main paddle_memory gtest gflags glog)
     add_test(NAME ${TARGET_NAME}
              COMMAND ${TARGET_NAME} ${cc_test_ARGS}
-             WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+             WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
   endif()
 endfunction(cc_test)
 
@@ -561,9 +561,9 @@ function(py_test TARGET_NAME)
     set(multiValueArgs SRCS DEPS ARGS ENVS)
     cmake_parse_arguments(py_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
     add_test(NAME ${TARGET_NAME}
-             COMMAND env PYTHONPATH=${PADDLE_PYTHON_BUILD_DIR}/lib-python ${py_test_ENVS}
+             COMMAND env PYTHONPATH=${PADDLE_BINARY_DIR}/python ${py_test_ENVS}
              ${PYTHON_EXECUTABLE} -u ${py_test_SRCS} ${py_test_ARGS}
-             WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+             WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
   endif()
 endfunction()
 
diff --git a/doc/fluid/CMakeLists.txt b/doc/fluid/CMakeLists.txt
index 9fe79323ef..8086507bb4 100644
--- a/doc/fluid/CMakeLists.txt
+++ b/doc/fluid/CMakeLists.txt
@@ -27,7 +27,7 @@ sphinx_add_target(paddle_fluid_docs
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_EN})
 
-add_dependencies(paddle_fluid_docs gen_proto_py)
+add_dependencies(paddle_fluid_docs gen_proto_py paddle_python)
 
 # configured documentation tools and intermediate build results
 set(BINARY_BUILD_DIR_CN "${CMAKE_CURRENT_BINARY_DIR}/cn/_build")
@@ -50,6 +50,6 @@ sphinx_add_target(paddle_fluid_docs_cn
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_CN})
 
-add_dependencies(paddle_fluid_docs_cn gen_proto_py)
+add_dependencies(paddle_fluid_docs_cn gen_proto_py paddle_python)
 
 add_subdirectory(api)
diff --git a/doc/fluid/api/CMakeLists.txt b/doc/fluid/api/CMakeLists.txt
index ca40dfb964..48b396f078 100644
--- a/doc/fluid/api/CMakeLists.txt
+++ b/doc/fluid/api/CMakeLists.txt
@@ -19,4 +19,4 @@ sphinx_add_target(paddle_fluid_apis
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_EN})
 
-add_dependencies(paddle_fluid_apis  gen_proto_py framework_py_proto copy_paddle_pybind)
+add_dependencies(paddle_fluid_apis  gen_proto_py framework_py_proto copy_paddle_pybind paddle_python)
diff --git a/doc/templates/conf.py.cn.in b/doc/templates/conf.py.cn.in
index 260b6c9fd1..76b82fd97f 100644
--- a/doc/templates/conf.py.cn.in
+++ b/doc/templates/conf.py.cn.in
@@ -13,7 +13,7 @@
 # serve to show the default.
 import sys
 import os, subprocess
-sys.path.insert(0, os.path.abspath('@PADDLE_SOURCE_DIR@/python'))
+sys.path.insert(0, os.path.abspath('@PADDLE_BINARY_DIR@/python'))
 import shlex
 from recommonmark import parser, transform
 import paddle
diff --git a/doc/templates/conf.py.en.in b/doc/templates/conf.py.en.in
index e5757b86b4..5aa5c1381f 100644
--- a/doc/templates/conf.py.en.in
+++ b/doc/templates/conf.py.en.in
@@ -13,7 +13,7 @@
 # serve to show the default.
 import sys
 import os, subprocess
-sys.path.insert(0, os.path.abspath('@PADDLE_SOURCE_DIR@/python'))
+sys.path.insert(0, os.path.abspath('@PADDLE_BINARY_DIR@/python'))
 import shlex
 from recommonmark import parser, transform
 import paddle
diff --git a/doc/v2/CMakeLists.txt b/doc/v2/CMakeLists.txt
index 82de7a3a3e..be957d37b1 100644
--- a/doc/v2/CMakeLists.txt
+++ b/doc/v2/CMakeLists.txt
@@ -27,7 +27,7 @@ sphinx_add_target(paddle_v2_docs
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_EN})
 
-add_dependencies(paddle_v2_docs gen_proto_py)
+add_dependencies(paddle_v2_docs gen_proto_py paddle_python)
 
 # configured documentation tools and intermediate build results
 set(BINARY_BUILD_DIR_CN "${CMAKE_CURRENT_BINARY_DIR}/cn/_build")
@@ -50,6 +50,6 @@ sphinx_add_target(paddle_v2_docs_cn
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_CN})
 
-add_dependencies(paddle_v2_docs_cn gen_proto_py)
+add_dependencies(paddle_v2_docs_cn gen_proto_py paddle_python)
 
 add_subdirectory(api)
diff --git a/doc/v2/api/CMakeLists.txt b/doc/v2/api/CMakeLists.txt
index da1eafc02e..2670a21a22 100644
--- a/doc/v2/api/CMakeLists.txt
+++ b/doc/v2/api/CMakeLists.txt
@@ -19,4 +19,4 @@ sphinx_add_target(paddle_v2_apis
                   ${CMAKE_CURRENT_SOURCE_DIR}
                   ${SPHINX_HTML_DIR_EN})
 
-add_dependencies(paddle_v2_apis  gen_proto_py framework_py_proto copy_paddle_pybind)
+add_dependencies(paddle_v2_apis  gen_proto_py framework_py_proto copy_paddle_pybind paddle_python)
diff --git a/paddle/api/CMakeLists.txt b/paddle/api/CMakeLists.txt
index cf84568ecd..06e1f5d5f0 100644
--- a/paddle/api/CMakeLists.txt
+++ b/paddle/api/CMakeLists.txt
@@ -89,16 +89,17 @@ SWIG_LINK_LIBRARIES(swig_paddle
     ${START_END}
 )
 
-add_custom_command(OUTPUT ${PADDLE_SOURCE_DIR}/paddle/py_paddle/_swig_paddle.so
-    COMMAND cp ${CMAKE_CURRENT_BINARY_DIR}/swig_paddle.py ${PADDLE_SOURCE_DIR}/paddle/py_paddle
-    COMMAND cp ${CMAKE_CURRENT_BINARY_DIR}/_swig_paddle.so ${PADDLE_SOURCE_DIR}/paddle/py_paddle
-    COMMAND ${CMAKE_COMMAND} -E touch .timestamp
+add_custom_command(OUTPUT ${PADDLE_BINARY_DIR}/python/py_paddle/_swig_paddle.so
+    COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_BINARY_DIR}/python/py_paddle
+    COMMAND cp ${CMAKE_CURRENT_BINARY_DIR}/swig_paddle.py ${PADDLE_BINARY_DIR}/python/py_paddle
+    COMMAND cp ${CMAKE_CURRENT_BINARY_DIR}/_swig_paddle.so ${PADDLE_BINARY_DIR}/python/py_paddle
+    COMMAND ${CMAKE_COMMAND} -E touch ${PADDLE_BINARY_DIR}/.timestamp
     WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle
     DEPENDS _swig_paddle
 )
 
 # TODO(yuyang18) : make wheel name calculated by cmake
-add_custom_target(python_api_wheel ALL DEPENDS ${PADDLE_SOURCE_DIR}/paddle/py_paddle/_swig_paddle.so)
+add_custom_target(python_api_wheel ALL DEPENDS ${PADDLE_BINARY_DIR}/python/py_paddle/_swig_paddle.so)
 
 if(WITH_TESTING)
     IF(NOT PY_PIP_FOUND)
diff --git a/paddle/api/test/CMakeLists.txt b/paddle/api/test/CMakeLists.txt
index 761aeb5b17..13cb79129c 100644
--- a/paddle/api/test/CMakeLists.txt
+++ b/paddle/api/test/CMakeLists.txt
@@ -1,3 +1,8 @@
+add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/testTrain.py
+    COMMAND cp -r ${CMAKE_CURRENT_SOURCE_DIR}/*.py ${CMAKE_CURRENT_BINARY_DIR}
+)
+add_custom_target(copy_api_test ALL DEPENDS testTrain.py)
+
 py_test(testTrain SRCS testTrain.py)
 py_test(testMatrix SRCS testMatrix.py)
 py_test(testVector SRCS testVector.py)
diff --git a/paddle/fluid/framework/CMakeLists.txt b/paddle/fluid/framework/CMakeLists.txt
index c425c71160..a473ed7400 100644
--- a/paddle/fluid/framework/CMakeLists.txt
+++ b/paddle/fluid/framework/CMakeLists.txt
@@ -74,8 +74,8 @@ py_proto_compile(framework_py_proto SRCS framework.proto)
 add_custom_target(framework_py_proto_init ALL COMMAND ${CMAKE_COMMAND} -E touch __init__.py)
 add_dependencies(framework_py_proto framework_py_proto_init)
 add_custom_command(TARGET framework_py_proto POST_BUILD
-    COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_SOURCE_DIR}/python/paddle/fluid/proto
-    COMMAND cp *.py ${PADDLE_SOURCE_DIR}/python/paddle/fluid/proto/
+    COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_BINARY_DIR}/python/paddle/fluid/proto
+    COMMAND cp *.py ${PADDLE_BINARY_DIR}/python/paddle/fluid/proto/
     COMMENT "Copy generated python proto into directory paddle/fluid/proto."
     WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
 
diff --git a/paddle/fluid/inference/tests/book/CMakeLists.txt b/paddle/fluid/inference/tests/book/CMakeLists.txt
index e7ffb00ec8..6ed77adb9d 100644
--- a/paddle/fluid/inference/tests/book/CMakeLists.txt
+++ b/paddle/fluid/inference/tests/book/CMakeLists.txt
@@ -4,7 +4,7 @@ function(inference_test TARGET_NAME)
   set(multiValueArgs ARGS)
   cmake_parse_arguments(inference_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
 
-  set(PYTHON_TESTS_DIR ${PADDLE_SOURCE_DIR}/python/paddle/fluid/tests)
+  set(PYTHON_TESTS_DIR ${PADDLE_BINARY_DIR}/python/paddle/fluid/tests)
   set(arg_list "")
   if(inference_test_ARGS)
     foreach(arg ${inference_test_ARGS})
diff --git a/paddle/fluid/operators/CMakeLists.txt b/paddle/fluid/operators/CMakeLists.txt
index 952ac8b1dc..84eabab563 100644
--- a/paddle/fluid/operators/CMakeLists.txt
+++ b/paddle/fluid/operators/CMakeLists.txt
@@ -3,8 +3,8 @@ string(REPLACE "_mkldnn" "" GENERAL_OPS "${GENERAL_OPS}")
 string(REPLACE ".cc" "" GENERAL_OPS "${GENERAL_OPS}")
 list(REMOVE_DUPLICATES GENERAL_OPS)
 set(DEPS_OPS "")
-set(pybind_file ${PADDLE_SOURCE_DIR}/paddle/fluid/pybind/pybind.h)
-file(WRITE ${pybind_file} "// Generated by the paddle/operator/CMakeLists.txt.  DO NOT EDIT!\n\n")
+set(pybind_file ${PADDLE_BINARY_DIR}/paddle/fluid/pybind/pybind.h)
+file(WRITE ${pybind_file} "// Generated by the paddle/fluid/operator/CMakeLists.txt.  DO NOT EDIT!\n\n")
 function(op_library TARGET)
     # op_library is a function to create op library. The interface is same as
     # cc_library. But it handle split GPU/CPU code and link some common library
diff --git a/paddle/fluid/platform/CMakeLists.txt b/paddle/fluid/platform/CMakeLists.txt
index 686c088914..6780b8cc6d 100644
--- a/paddle/fluid/platform/CMakeLists.txt
+++ b/paddle/fluid/platform/CMakeLists.txt
@@ -6,8 +6,8 @@ add_custom_target(profiler_py_proto_init ALL COMMAND ${CMAKE_COMMAND} -E touch _
 add_dependencies(profiler_py_proto profiler_py_proto_init)
 
 add_custom_command(TARGET profiler_py_proto POST_BUILD
-        COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_SOURCE_DIR}/python/paddle/fluid/proto/profiler
-        COMMAND cp *.py ${PADDLE_SOURCE_DIR}/python/paddle/fluid/proto/profiler
+        COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_BINARY_DIR}/python/paddle/fluid/proto/profiler
+        COMMAND cp *.py ${PADDLE_BINARY_DIR}/python/paddle/fluid/proto/profiler
         COMMENT "Copy generated python proto into directory paddle/fluid/proto/profiler."
         WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
 
diff --git a/paddle/gserver/tests/CMakeLists.txt b/paddle/gserver/tests/CMakeLists.txt
index 9839375c22..9d7cad7584 100644
--- a/paddle/gserver/tests/CMakeLists.txt
+++ b/paddle/gserver/tests/CMakeLists.txt
@@ -14,6 +14,11 @@ function(gserver_test TARGET)
       COMMAND ${TARGET})
 endfunction()
 
+add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/concat_dotmul_a.conf
+    COMMAND cp -r ${CMAKE_CURRENT_SOURCE_DIR}/* ${CMAKE_CURRENT_BINARY_DIR}
+)
+add_custom_target(copy_gserver_conf ALL DEPENDS concat_dotmul_a.conf)
+
 gserver_test(test_LayerGrad)
 gserver_test(test_CRFLayerGrad)
 gserver_test(test_CrossEntropyOverBeamGrad)
@@ -31,12 +36,12 @@ gserver_test(test_Upsample)
 
 set(PYTHON_PATH 
    ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d 
-   ${PADDLE_SOURCE_DIR}/python/:${PADDLE_SOURCE_DIR}/paddle/gserver/tests)
+   ${PADDLE_BINARY_DIR}/python/:${PADDLE_BINARY_DIR}/paddle/gserver/tests)
 function(gserver_test_with_python TARGET)
   add_unittest_without_exec(${TARGET} ${TARGET}.cpp)
   add_test(NAME ${TARGET}
     COMMAND ${PYTHON_PATH} ${CMAKE_CURRENT_BINARY_DIR}/${TARGET}
-      WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle/)
+      WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
 endfunction()
 
 gserver_test_with_python(test_PyDataProvider2)
@@ -57,7 +62,7 @@ if(WITH_MKLDNN)
         LayerGradUtil.cpp)
     add_test(NAME test_MKLDNN
         COMMAND ${PYTHON_PATH} ${CMAKE_CURRENT_BINARY_DIR}/test_MKLDNN
-            WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle)
+            WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle)
 endif()
 
 ############### test_WarpCTCLayer #######################
@@ -66,7 +71,7 @@ if(NOT WITH_DOUBLE AND NOT MOBILE_INFERENCE)
         test_WarpCTCLayer.cpp)
     add_test(NAME test_WarpCTCLayer
         COMMAND ${CMAKE_CURRENT_BINARY_DIR}/test_WarpCTCLayer --warpctc_dir=${WARPCTC_LIB_DIR}
-        WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle)
+        WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle)
 endif()
 
 if(NOT MOBILE_INFERENCE)
@@ -84,15 +89,15 @@ if(NOT MOBILE_INFERENCE)
     endif()
     add_test(NAME test_NetworkCompare
         COMMAND ${PYTHON_PATH} ${CMAKE_CURRENT_BINARY_DIR}/test_NetworkCompare --use_gpu=${use_gpu}
-        WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle)
+        WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle)
 
     ############ test_CompareSparse ################
     add_unittest_without_exec(test_CompareSparse
         test_CompareSparse.cpp)
     if(NOT ON_TRAVIS)
       add_test(NAME test_CompareSparse
-        COMMAND ${PYTHON_PATH} ./.set_port.sh -p port -n 6
+        COMMAND ${PYTHON_PATH} ${PADDLE_SOURCE_DIR}/paddle/.set_port.sh -p port -n 6
                 ${CMAKE_CURRENT_BINARY_DIR}/test_CompareSparse
-        WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle/)
+        WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
     endif()
 endif()
diff --git a/paddle/trainer/tests/CMakeLists.txt b/paddle/trainer/tests/CMakeLists.txt
index bd518d8598..12c9ea8cef 100644
--- a/paddle/trainer/tests/CMakeLists.txt
+++ b/paddle/trainer/tests/CMakeLists.txt
@@ -1,11 +1,16 @@
+add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/sample_trainer_config.conf
+    COMMAND cp -r ${CMAKE_CURRENT_SOURCE_DIR}/* ${CMAKE_CURRENT_BINARY_DIR}
+)
+add_custom_target(copy_trainer_conf ALL DEPENDS sample_trainer_config.conf)
+
 set(PYTHON_PATH 
    ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d 
-   ${PADDLE_SOURCE_DIR}/python/:${PADDLE_SOURCE_DIR}/paddle/trainer/tests)
+   ${PADDLE_BINARY_DIR}/python/:${PADDLE_BINARY_DIR}/paddle/trainer/tests)
 function(trainer_test TARGET)
   add_unittest_without_exec(${TARGET} ${TARGET}.cpp)
   add_test(NAME ${TARGET}
     COMMAND ${PYTHON_PATH} ${CMAKE_CURRENT_BINARY_DIR}/${TARGET}
-      WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle/)
+      WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
 endfunction()
 
 trainer_test(test_Compare)
@@ -22,11 +27,11 @@ if(WITH_PYTHON)
   add_test(NAME test_TrainerOnePass
     COMMAND ${PYTHON_PATH} ${PADDLE_SOURCE_DIR}/paddle/.set_port.sh -p port 
           ${CMAKE_CURRENT_BINARY_DIR}/test_TrainerOnePass
-      WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle/)
+      WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
 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
-    WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/paddle/)
+    WORKING_DIRECTORY ${PADDLE_BINARY_DIR}/paddle/)
diff --git a/paddle/utils/CMakeLists.txt b/paddle/utils/CMakeLists.txt
index 7a4977935e..6292e7fa52 100644
--- a/paddle/utils/CMakeLists.txt
+++ b/paddle/utils/CMakeLists.txt
@@ -2,8 +2,8 @@
 file(GLOB UTIL_HEADERS . *.h)
 file(GLOB UTIL_SOURCES . *.cpp)
 create_resources(${CMAKE_CURRENT_SOURCE_DIR}/enable_virtualenv.py
-  ${CMAKE_CURRENT_SOURCE_DIR}/enable_virtualenv.c)
-set(UTIL_RES ${CMAKE_CURRENT_SOURCE_DIR}/enable_virtualenv.c)
+  ${CMAKE_CURRENT_BINARY_DIR}/enable_virtualenv.c)
+set(UTIL_RES ${CMAKE_CURRENT_BINARY_DIR}/enable_virtualenv.c)
 
 if(APPLE)
     file(GLOB UTIL_ARCH_SOURCES . arch/osx/*.cpp)
diff --git a/proto/CMakeLists.txt b/proto/CMakeLists.txt
index 556bcd1d7e..a075eeb83b 100644
--- a/proto/CMakeLists.txt
+++ b/proto/CMakeLists.txt
@@ -15,13 +15,14 @@ foreach(filename ${proto_filenames})
     get_filename_component(ABS_FIL ${filename} ABSOLUTE)
     get_filename_component(FIL_WE ${filename} NAME_WE)
     set(CUR_PROTO_GEN_PY
-            ${PADDLE_SOURCE_DIR}/paddle/python/paddle/proto/${FIL_WE}_pb2.py)
+            ${PADDLE_BINARY_DIR}/paddle/python/paddle/proto/${FIL_WE}_pb2.py)
     set(PROTO_GEN_PY
             ${CUR_PROTO_GEN_PY}
             ${PROTO_GEN_PY})
     add_custom_command(OUTPUT ${CUR_PROTO_GEN_PY}
+            COMMAND ${CMAKE_COMMAND} -E make_directory ${PADDLE_BINARY_DIR}/python/paddle/proto
             COMMAND ${PROTOBUF_PROTOC_EXECUTABLE}
-            ARGS "--python_out=${PADDLE_SOURCE_DIR}/python/paddle/proto"
+            ARGS "--python_out=${PADDLE_BINARY_DIR}/python/paddle/proto"
             "-I" ${CMAKE_CURRENT_SOURCE_DIR} ${ABS_FIL}
             DEPENDS ${ABS_FIL} protoc)
 endforeach()
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index d074b0136d..7cbd7f22bf 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -47,14 +47,16 @@ configure_file(${CMAKE_CURRENT_SOURCE_DIR}/setup.py.in
     ${CMAKE_CURRENT_BINARY_DIR}/setup.py)
 
 
-add_custom_command(OUTPUT ${PADDLE_SOURCE_DIR}/python/paddle/fluid/core.so
-        COMMAND cmake -E copy $<TARGET_FILE:paddle_pybind> ${PADDLE_SOURCE_DIR}/python/paddle/fluid/core.so
+add_custom_command(OUTPUT ${PADDLE_BINARY_DIR}/python/paddle/fluid/core.so
+        COMMAND cmake -E copy $<TARGET_FILE:paddle_pybind> ${PADDLE_BINARY_DIR}/python/paddle/fluid/core.so
         DEPENDS paddle_pybind)
-add_custom_target(copy_paddle_pybind ALL DEPENDS ${PADDLE_SOURCE_DIR}/python/paddle/fluid/core.so)
+add_custom_target(copy_paddle_pybind ALL DEPENDS ${PADDLE_BINARY_DIR}/python/paddle/fluid/core.so)
 
 
 add_custom_command(OUTPUT ${PADDLE_PYTHON_BUILD_DIR}/.timestamp
     COMMAND touch stub.cc
+    COMMAND ${CMAKE_COMMAND} -E copy_directory ${PADDLE_SOURCE_DIR}/python/paddle ${PADDLE_BINARY_DIR}/python/paddle
+    COMMAND cp -r ${PADDLE_SOURCE_DIR}/paddle/py_paddle ${PADDLE_BINARY_DIR}/python/
     COMMAND env ${py_env} ${PYTHON_EXECUTABLE} setup.py bdist_wheel
     COMMAND ${CMAKE_COMMAND} -E touch ${PADDLE_PYTHON_BUILD_DIR}/.timestamp
     COMMAND ${CMAKE_COMMAND} -E remove_directory ${PADDLE_PYTHON_BUILD_DIR}/lib-python
diff --git a/python/paddle/fluid/tests/unittests/CMakeLists.txt b/python/paddle/fluid/tests/unittests/CMakeLists.txt
index 1b2d29a47f..f10ef9b634 100644
--- a/python/paddle/fluid/tests/unittests/CMakeLists.txt
+++ b/python/paddle/fluid/tests/unittests/CMakeLists.txt
@@ -22,9 +22,9 @@ function(py_test_modules TARGET_NAME)
     set(multiValueArgs MODULES DEPS ARGS ENVS)
     cmake_parse_arguments(py_test_modules "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
     add_test(NAME ${TARGET_NAME}
-             COMMAND env PYTHONPATH=${PADDLE_PYTHON_BUILD_DIR}/lib-python ${py_test_modules_ENVS}
+             COMMAND env PYTHONPATH=${PADDLE_BINARY_DIR}/python ${py_test_modules_ENVS}
              ${PYTHON_EXECUTABLE} -u -m unittest --verbose ${py_test_modules_MODULES} ${py_test_modules_ARGS}
-             WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+             WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
   endif()
 endfunction()
 
diff --git a/python/paddle/trainer_config_helpers/tests/CMakeLists.txt b/python/paddle/trainer_config_helpers/tests/CMakeLists.txt
index 580aef935b..30e0b9906c 100644
--- a/python/paddle/trainer_config_helpers/tests/CMakeLists.txt
+++ b/python/paddle/trainer_config_helpers/tests/CMakeLists.txt
@@ -1,17 +1,17 @@
 #################### test_config_parser #########################
 add_test(NAME layers_test
-  COMMAND ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d ${PADDLE_SOURCE_DIR}/python/
+  COMMAND ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d ${PADDLE_BINARY_DIR}/python/
         ${PYTHON_EXECUTABLE} ${PADDLE_SOURCE_DIR}/python/paddle/trainer_config_helpers/tests/layers_test.py
     WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/python/paddle)
 
 add_test(NAME test_reset_hook
-  COMMAND ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d ${PADDLE_SOURCE_DIR}/python/
+  COMMAND ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d ${PADDLE_BINARY_DIR}/python/
         ${PYTHON_EXECUTABLE} ${PADDLE_SOURCE_DIR}/python/paddle/trainer_config_helpers/tests/test_reset_hook.py
     WORKING_DIRECTORY ${PADDLE_SOURCE_DIR}/python/paddle)
 
 add_paddle_exe(protobuf_equal ProtobufEqualMain.cpp)
 add_test(NAME test_layerHelpers
-  COMMAND
-  ${PADDLE_SOURCE_DIR}/python/paddle/trainer_config_helpers/tests/configs/run_tests.sh ${PYTHON_EXECUTABLE}
+  COMMAND ${PADDLE_SOURCE_DIR}/paddle/.set_python_path.sh -d ${PADDLE_BINARY_DIR}/python/
+  ${PADDLE_BINARY_DIR}/python/paddle/trainer_config_helpers/tests/configs/run_tests.sh ${PYTHON_EXECUTABLE}
   ${CMAKE_CURRENT_BINARY_DIR}/protobuf_equal
 )
diff --git a/python/paddle/trainer_config_helpers/tests/configs/generate_protostr.sh b/python/paddle/trainer_config_helpers/tests/configs/generate_protostr.sh
index 8a31887963..44a75a60cc 100755
--- a/python/paddle/trainer_config_helpers/tests/configs/generate_protostr.sh
+++ b/python/paddle/trainer_config_helpers/tests/configs/generate_protostr.sh
@@ -2,7 +2,6 @@
 
 set -e
 cd `dirname $0`
-export PYTHONPATH=$PWD/../../../../
 
 protostr=$PWD/protostr
 . file_list.sh
diff --git a/python/setup.py.in b/python/setup.py.in
index 08a448934d..2707d34a2a 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -58,7 +58,7 @@ def mkl():
             'istaged': ISTAGED,
             'with_mkl': '@WITH_MKL@'})
 
-write_version_py(filename='@PADDLE_SOURCE_DIR@/python/paddle/version.py')
+write_version_py(filename='@PADDLE_BINARY_DIR@/python/paddle/version.py')
 
 
 packages=['paddle',
@@ -109,7 +109,7 @@ package_dir={
     'paddle.fluid.proto': '${PADDLE_BINARY_DIR}/paddle/fluid/framework',
 }
 if '${WITH_FLUID_ONLY}'== 'OFF':
-    package_dir['py_paddle']='${PADDLE_SOURCE_DIR}/paddle/py_paddle'
+    package_dir['py_paddle']='${PADDLE_BINARY_DIR}/python/py_paddle'
     
 
 paddle_rt_lib_dir = 'lib'

From 0935f2cf05954b97caae5b0216fda5f503b5e481 Mon Sep 17 00:00:00 2001
From: Xin Pan <panxin.grad@gmail.com>
Date: Thu, 5 Apr 2018 19:59:10 -0700
Subject: [PATCH 59/79] shrink test_parallel_executor size.

---
 .../fluid/tests/unittests/test_parallel_executor.py       | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/python/paddle/fluid/tests/unittests/test_parallel_executor.py b/python/paddle/fluid/tests/unittests/test_parallel_executor.py
index 0cbef82e33..0f90e0e4df 100644
--- a/python/paddle/fluid/tests/unittests/test_parallel_executor.py
+++ b/python/paddle/fluid/tests/unittests/test_parallel_executor.py
@@ -144,7 +144,7 @@ def bottleneck_block(input, num_filters, stride, cardinality, reduction_ratio):
     return fluid.layers.elementwise_add(x=short, y=scale, act='relu')
 
 
-def SE_ResNeXt152Small(batch_size=2, use_feed=False):
+def SE_ResNeXt50Small(batch_size=2, use_feed=False):
     assert not use_feed, "SE_ResNeXt doesn't support feed yet"
 
     img = fluid.layers.fill_constant(
@@ -161,9 +161,9 @@ def SE_ResNeXt152Small(batch_size=2, use_feed=False):
     conv = fluid.layers.pool2d(
         input=conv, pool_size=3, pool_stride=2, pool_padding=1, pool_type='max')
 
-    cardinality = 64
+    cardinality = 32
     reduction_ratio = 16
-    depth = [3, 8, 36, 3]
+    depth = [3, 4, 6, 3]
     num_filters = [128, 256, 512, 1024]
 
     for block in range(len(depth)):
@@ -290,7 +290,7 @@ class TestResnet(TestParallelExecutorBase):
         batch_size = 2
         self.check_network_convergence(
             functools.partial(
-                SE_ResNeXt152Small, batch_size=batch_size),
+                SE_ResNeXt50Small, batch_size=batch_size),
             iter=20,
             batch_size=batch_size)
 

From 4ff237f93c85521fbd69ac618735de3acdd822e2 Mon Sep 17 00:00:00 2001
From: chengduoZH <zhaochengduo@163.com>
Date: Fri, 6 Apr 2018 10:22:22 +0800
Subject: [PATCH 60/79] follow comments

---
 paddle/fluid/framework/tensor_impl.h |  5 ++---
 paddle/fluid/pybind/tensor_py.h      | 14 ++++++++++----
 2 files changed, 12 insertions(+), 7 deletions(-)

diff --git a/paddle/fluid/framework/tensor_impl.h b/paddle/fluid/framework/tensor_impl.h
index 07d0906ea7..f49d1a47a3 100644
--- a/paddle/fluid/framework/tensor_impl.h
+++ b/paddle/fluid/framework/tensor_impl.h
@@ -132,8 +132,7 @@ inline void* Tensor::mutable_data(platform::Place place, std::type_index type) {
                platform::is_cuda_pinned_place(place)) {
 #ifndef PADDLE_WITH_CUDA
       PADDLE_THROW(
-          "'CUDAPlace' or 'CUDAPinnedPlace' is not supported in CPU only "
-          "device.");
+          "CUDAPlace or CUDAPinnedPlace is not supported in CPU-only mode.");
     }
 #else
       if (platform::is_gpu_place(place)) {
@@ -153,7 +152,7 @@ inline void* Tensor::mutable_data(platform::Place place, std::type_index type) {
 
 inline void* Tensor::mutable_data(platform::Place place) {
   PADDLE_ENFORCE(this->holder_ != nullptr,
-                 "Cannot invoke mutable data if current hold nothing");
+                 "Cannot invoke mutable data if current hold nothing.");
   return mutable_data(place, holder_->type());
 }
 
diff --git a/paddle/fluid/pybind/tensor_py.h b/paddle/fluid/pybind/tensor_py.h
index f52ffc9ef3..868966433e 100644
--- a/paddle/fluid/pybind/tensor_py.h
+++ b/paddle/fluid/pybind/tensor_py.h
@@ -143,7 +143,7 @@ void PyCPUTensorSetFromArray(
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
-    dims.push_back((int)array.shape()[i]);
+    dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
   self.Resize(framework::make_ddim(dims));
@@ -152,6 +152,8 @@ void PyCPUTensorSetFromArray(
 }
 
 template <>
+// This following specialization maps uint16_t in the parameter type to
+// platform::float16.
 void PyCPUTensorSetFromArray(
     framework::Tensor &self,
     py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
@@ -159,7 +161,7 @@ void PyCPUTensorSetFromArray(
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
-    dims.push_back((int)array.shape()[i]);
+    dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
   self.Resize(framework::make_ddim(dims));
@@ -176,7 +178,7 @@ void PyCUDATensorSetFromArray(
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
-    dims.push_back((int)array.shape()[i]);
+    dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
   self.Resize(framework::make_ddim(dims));
@@ -190,6 +192,8 @@ void PyCUDATensorSetFromArray(
 }
 
 template <>
+// This following specialization maps uint16_t in the parameter type to
+// platform::float16.
 void PyCUDATensorSetFromArray(
     framework::Tensor &self,
     py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
@@ -197,7 +201,7 @@ void PyCUDATensorSetFromArray(
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
-    dims.push_back((int)array.shape()[i]);
+    dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
   self.Resize(framework::make_ddim(dims));
@@ -228,6 +232,8 @@ void PyCUDAPinnedTensorSetFromArray(
 }
 
 template <>
+// This following specialization maps uint16_t in the parameter type to
+// platform::float16.
 void PyCUDAPinnedTensorSetFromArray(
     framework::Tensor &self,
     py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,

From b5b7ea12fa0ba6da57fed0e739ec2cf094ad6c3b Mon Sep 17 00:00:00 2001
From: Abhinav Arora <abhinavarora28@gmail.com>
Date: Fri, 6 Apr 2018 00:39:36 -0700
Subject: [PATCH 61/79] Fix CPPLint issues in tuple.h (#9670)

---
 paddle/fluid/framework/tuple.h | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/paddle/fluid/framework/tuple.h b/paddle/fluid/framework/tuple.h
index 78996908b1..f6c6a1fec1 100644
--- a/paddle/fluid/framework/tuple.h
+++ b/paddle/fluid/framework/tuple.h
@@ -35,24 +35,25 @@ class Tuple {
  public:
   using ElementVars = std::vector<ElementVar>;
 
-  Tuple(std::vector<ElementVar>& var, std::vector<VarDesc>& var_desc)
+  Tuple(const std::vector<ElementVar>& var,
+        const std::vector<VarDesc>& var_desc)
       : var_(var), var_desc_(var_desc) {}
-  Tuple(std::vector<ElementVar>& var) : var_(var) {}
+  explicit Tuple(std::vector<ElementVar>& var) : var_(var) {}
 
-  ElementVar get(int idx) const { return var_[idx]; };
+  ElementVar get(int idx) const { return var_[idx]; }
 
-  ElementVar& get(int idx) { return var_[idx]; };
+  ElementVar& get(int idx) { return var_[idx]; }
 
-  bool isSameType(Tuple& t) const;
+  bool isSameType(const Tuple& t) const;
 
-  size_t getSize() const { return var_.size(); };
+  size_t getSize() const { return var_.size(); }
 
  private:
   ElementVars var_;
   std::vector<VarDesc> var_desc_;
 };
 
-bool Tuple::isSameType(Tuple& t) const {
+bool Tuple::isSameType(const Tuple& t) const {
   size_t tuple_size = getSize();
   if (tuple_size != t.getSize()) {
     return false;

From f53beedd13747e9925a523d1a2ffff36e3bb7893 Mon Sep 17 00:00:00 2001
From: Abhinav Arora <abhinavarora28@gmail.com>
Date: Fri, 6 Apr 2018 01:30:15 -0700
Subject: [PATCH 62/79] Fix issue 9673 (#9674)

---
 paddle/gserver/tests/test_Upsample.cpp | 85 +++++++++++++-------------
 1 file changed, 43 insertions(+), 42 deletions(-)

diff --git a/paddle/gserver/tests/test_Upsample.cpp b/paddle/gserver/tests/test_Upsample.cpp
index 9d6fa1d130..39b902fcc7 100644
--- a/paddle/gserver/tests/test_Upsample.cpp
+++ b/paddle/gserver/tests/test_Upsample.cpp
@@ -20,10 +20,8 @@ limitations under the License. */
 #include "paddle/math/MathUtils.h"
 #include "paddle/testing/TestUtil.h"
 
-using namespace paddle;
-
-void setPoolConfig(TestConfig* config,
-                   PoolConfig* pool,
+void setPoolConfig(paddle::TestConfig* config,
+                   paddle::PoolConfig* pool,
                    const string& poolType) {
   (*config).biasSize = 0;
   (*config).layerConfig.set_type("pool");
@@ -42,21 +40,23 @@ void setPoolConfig(TestConfig* config,
   pool->set_stride(sw);
   pool->set_stride_y(sh);
 
-  int ow = outputSize(pool->img_size(), kw, pw, sw, /* caffeMode */ false);
-  int oh = outputSize(pool->img_size_y(), kh, ph, sh, /* caffeMode */ false);
+  int ow =
+      paddle::outputSize(pool->img_size(), kw, pw, sw, /* caffeMode */ false);
+  int oh =
+      paddle::outputSize(pool->img_size_y(), kh, ph, sh, /* caffeMode */ false);
   pool->set_output_x(ow);
   pool->set_output_y(oh);
 }
 
-LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
-                           const string& poolType,
-                           bool use_gpu,
-                           real* tempGradData) {
+paddle::LayerPtr doOneUpsampleTest(const paddle::MatrixPtr& inputMat,
+                                   const string& poolType,
+                                   bool use_gpu,
+                                   real* tempGradData) {
   /* prepare maxPoolWithMaskLayer */
-  TestConfig config;
-  config.inputDefs.push_back({INPUT_DATA, "layer_0", 128, 0});
-  LayerInputConfig* input = config.layerConfig.add_inputs();
-  PoolConfig* pool = input->mutable_pool_conf();
+  paddle::TestConfig config;
+  config.inputDefs.push_back({paddle::INPUT_DATA, "layer_0", 128, 0});
+  paddle::LayerInputConfig* input = config.layerConfig.add_inputs();
+  paddle::PoolConfig* pool = input->mutable_pool_conf();
 
   pool->set_img_size(8);
   pool->set_img_size_y(8);
@@ -66,9 +66,9 @@ LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
 
   config.layerConfig.set_name("MaxPoolWithMask");
 
-  std::vector<DataLayerPtr> dataLayers;
-  LayerMap layerMap;
-  vector<Argument> datas;
+  std::vector<paddle::DataLayerPtr> dataLayers;
+  paddle::LayerMap layerMap;
+  vector<paddle::Argument> datas;
 
   initDataLayer(config,
                 &dataLayers,
@@ -82,20 +82,20 @@ LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
   dataLayers[0]->getOutputValue()->copyFrom(*inputMat);
 
   FLAGS_use_gpu = use_gpu;
-  std::vector<ParameterPtr> parameters;
-  LayerPtr maxPoolingWithMaskOutputLayer;
+  std::vector<paddle::ParameterPtr> parameters;
+  paddle::LayerPtr maxPoolingWithMaskOutputLayer;
   initTestLayer(config, &layerMap, &parameters, &maxPoolingWithMaskOutputLayer);
-  maxPoolingWithMaskOutputLayer->forward(PASS_GC);
+  maxPoolingWithMaskOutputLayer->forward(paddle::PASS_GC);
 
   /* prepare the upsample layer */
-  LayerConfig upsampleLayerConfig;
+  paddle::LayerConfig upsampleLayerConfig;
   upsampleLayerConfig.set_type("upsample");
-  LayerInputConfig* input1 = upsampleLayerConfig.add_inputs();
+  paddle::LayerInputConfig* input1 = upsampleLayerConfig.add_inputs();
   upsampleLayerConfig.add_inputs();
 
-  UpsampleConfig* upsampleConfig = input1->mutable_upsample_conf();
+  paddle::UpsampleConfig* upsampleConfig = input1->mutable_upsample_conf();
   upsampleConfig->set_scale(2);
-  ImageConfig* imageConfig = upsampleConfig->mutable_image_conf();
+  paddle::ImageConfig* imageConfig = upsampleConfig->mutable_image_conf();
   imageConfig->set_channels(2);
   imageConfig->set_img_size(4);
   imageConfig->set_img_size_y(4);
@@ -103,17 +103,18 @@ LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
   upsampleLayerConfig.set_name("upsample");
 
   for (size_t i = 0; i < 2; i++) {
-    LayerInputConfig& inputTemp = *(upsampleLayerConfig.mutable_inputs(i));
+    paddle::LayerInputConfig& inputTemp =
+        *(upsampleLayerConfig.mutable_inputs(i));
     inputTemp.set_input_layer_name("MaxPoolWithMask");
   }
 
-  LayerPtr upsampleLayer;
-  ParameterMap parameterMap;
-  upsampleLayer = Layer::create(upsampleLayerConfig);
+  paddle::LayerPtr upsampleLayer;
+  paddle::ParameterMap parameterMap;
+  upsampleLayer = paddle::Layer::create(upsampleLayerConfig);
   layerMap[upsampleLayerConfig.name()] = upsampleLayer;
   upsampleLayer->init(layerMap, parameterMap);
   upsampleLayer->setNeedGradient(true);
-  upsampleLayer->forward(PASS_GC);
+  upsampleLayer->forward(paddle::PASS_GC);
   upsampleLayer->getOutputGrad()->copyFrom(tempGradData, 128);
   upsampleLayer->backward();
 
@@ -122,31 +123,31 @@ LayerPtr doOneUpsampleTest(MatrixPtr& inputMat,
 
 TEST(Layer, maxPoolingWithMaskOutputLayerFwd) {
   bool useGpu = false;
-  MatrixPtr inputMat;
-  MatrixPtr inputGPUMat;
-  MatrixPtr tempGradMat;
+  paddle::MatrixPtr inputMat;
+  paddle::MatrixPtr inputGPUMat;
+  paddle::MatrixPtr tempGradMat;
 
-  inputMat = Matrix::create(1, 128, false, useGpu);
+  inputMat = paddle::Matrix::create(1, 128, false, useGpu);
   inputMat->randomizeUniform();
 
-  tempGradMat = Matrix::create(1, 128, false, useGpu);
+  tempGradMat = paddle::Matrix::create(1, 128, false, useGpu);
   tempGradMat->randomizeUniform();
-  real* data = inputMat->getData();
   real* tempGradData = tempGradMat->getData();
 
-  LayerPtr upsampleLayerCPU =
+  paddle::LayerPtr upsampleLayerCPU =
       doOneUpsampleTest(inputMat, "max-pool-with-mask", useGpu, tempGradData);
 
 #ifdef PADDLE_WITH_CUDA
   useGpu = true;
-  inputGPUMat = Matrix::create(1, 128, false, useGpu);
+  real* data = inputMat->getData();
+  inputGPUMat = paddle::Matrix::create(1, 128, false, useGpu);
   inputGPUMat->copyFrom(data, 128);
-  LayerPtr upsampleLayerGPU = doOneUpsampleTest(
+  paddle::LayerPtr upsampleLayerGPU = doOneUpsampleTest(
       inputGPUMat, "max-pool-with-mask", useGpu, tempGradData);
-  checkMatrixEqual(upsampleLayerCPU->getOutput("").value,
-                   upsampleLayerGPU->getOutput("").value);
+  paddle::checkMatrixEqual(upsampleLayerCPU->getOutput("").value,
+                           upsampleLayerGPU->getOutput("").value);
 
-  checkMatrixEqual(upsampleLayerCPU->getPrev(0)->getOutputGrad(),
-                   upsampleLayerGPU->getPrev(0)->getOutputGrad());
+  paddle::checkMatrixEqual(upsampleLayerCPU->getPrev(0)->getOutputGrad(),
+                           upsampleLayerGPU->getPrev(0)->getOutputGrad());
 #endif
 }

From 517f619501f6b0a177a184f949e1273fa7693e68 Mon Sep 17 00:00:00 2001
From: lgone2000 <lgone2000@qq.com>
Date: Sat, 7 Apr 2018 01:04:40 +0800
Subject: [PATCH 63/79] fix pybind.cc compile error (#9681)

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

diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index 046721970a..9bc3ff5128 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -11,6 +11,7 @@ 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 <Python.h>
 #include <algorithm>
 #include <map>
 #include <mutex>  // NOLINT // for call_once

From d00bd9eb7256b2022b11491374e94adfc82e720c Mon Sep 17 00:00:00 2001
From: Kexin Zhao <kexin.zhao.paddle@gmail.com>
Date: Fri, 6 Apr 2018 10:19:31 -0700
Subject: [PATCH 64/79] Update the cuda API and enable tensor core for GEMM 
 (#9622)

* change from hgemm to gemmEx

* fix cpplint
---
 paddle/fluid/operators/math/math_function.cu | 33 ++++++++++++++------
 paddle/fluid/platform/dynload/cublas.cc      |  4 +++
 paddle/fluid/platform/dynload/cublas.h       | 14 +++++++--
 3 files changed, 39 insertions(+), 12 deletions(-)

diff --git a/paddle/fluid/operators/math/math_function.cu b/paddle/fluid/operators/math/math_function.cu
index 1e909db528..82e1294314 100644
--- a/paddle/fluid/operators/math/math_function.cu
+++ b/paddle/fluid/operators/math/math_function.cu
@@ -39,18 +39,33 @@ void gemm<platform::CUDADeviceContext, float16>(
   cublasOperation_t cuTransB =
       (transB == CblasNoTrans) ? CUBLAS_OP_N : CUBLAS_OP_T;
 
-  const half h_alpha = static_cast<const half>(alpha);
-  const half h_beta = static_cast<const half>(beta);
-  const half* h_A = reinterpret_cast<const half*>(A);
-  const half* h_B = reinterpret_cast<const half*>(B);
-  half* h_C = reinterpret_cast<half*>(C);
+  float h_alpha = static_cast<float>(alpha);
+  float h_beta = static_cast<float>(beta);
 
   // TODO(kexinzhao): add processing code for compute capability < 53 case
   PADDLE_ENFORCE_GE(context.GetComputeCapability(), 53,
-                    "cublas Hgemm requires GPU compute capability >= 53");
-  PADDLE_ENFORCE(platform::dynload::cublasHgemm(
-      context.cublas_handle(), cuTransB, cuTransA, N, M, K, &h_alpha, h_B, ldb,
-      h_A, lda, &h_beta, h_C, N));
+                    "cublas fp16 gemm requires GPU compute capability >= 53");
+
+  cublasGemmAlgo_t algo = CUBLAS_GEMM_DFALT;
+#if CUDA_VERSION >= 9000
+  if (context.GetComputeCapability() >= 70) {
+    PADDLE_ENFORCE(platform::dynload::cublasSetMathMode(context.cublas_handle(),
+                                                        CUBLAS_TENSOR_OP_MATH));
+    algo = CUBLAS_GEMM_DFALT_TENSOR_OP;
+  } else {
+    PADDLE_ENFORCE(platform::dynload::cublasSetMathMode(context.cublas_handle(),
+                                                        CUBLAS_DEFAULT_MATH));
+  }
+#endif
+
+  // cublasHgemm does true FP16 computation which is slow for non-Volta
+  // GPUs. So use cublasGemmEx instead which does pesudo FP16 computation:
+  // input/output in fp16, computation in fp32, which can also be accelerated
+  // using tensor cores in volta GPUs.
+  PADDLE_ENFORCE(platform::dynload::cublasGemmEx(
+      context.cublas_handle(), cuTransB, cuTransA, N, M, K, &h_alpha, B,
+      CUDA_R_16F, ldb, A, CUDA_R_16F, lda, &h_beta, C, CUDA_R_16F, N,
+      CUDA_R_32F, algo));
 }
 
 template <>
diff --git a/paddle/fluid/platform/dynload/cublas.cc b/paddle/fluid/platform/dynload/cublas.cc
index e90e3105f0..eb541579a1 100644
--- a/paddle/fluid/platform/dynload/cublas.cc
+++ b/paddle/fluid/platform/dynload/cublas.cc
@@ -24,6 +24,10 @@ void *cublas_dso_handle = nullptr;
 
 CUBLAS_BLAS_ROUTINE_EACH(DEFINE_WRAP);
 
+#ifdef CUBLAS_BLAS_ROUTINE_EACH_R2
+CUBLAS_BLAS_ROUTINE_EACH_R2(DEFINE_WRAP);
+#endif
+
 }  // namespace dynload
 }  // namespace platform
 }  // namespace paddle
diff --git a/paddle/fluid/platform/dynload/cublas.h b/paddle/fluid/platform/dynload/cublas.h
index fa9041134d..3b8d192b6c 100644
--- a/paddle/fluid/platform/dynload/cublas.h
+++ b/paddle/fluid/platform/dynload/cublas.h
@@ -15,8 +15,9 @@ limitations under the License. */
 #pragma once
 
 #include <cublas_v2.h>
+#include <cuda.h>
 #include <dlfcn.h>
-#include <mutex>
+#include <mutex>  // NOLINT
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
 namespace paddle {
@@ -70,6 +71,7 @@ extern void *cublas_dso_handle;
   __macro(cublasDgemm_v2);                \
   __macro(cublasHgemm);                   \
   __macro(cublasSgemmEx);                 \
+  __macro(cublasGemmEx);                  \
   __macro(cublasSgeam_v2);                \
   __macro(cublasDgeam_v2);                \
   __macro(cublasCreate_v2);               \
@@ -89,9 +91,15 @@ extern void *cublas_dso_handle;
   __macro(cublasSgetrfBatched);           \
   __macro(cublasSgetriBatched);           \
   __macro(cublasDgetrfBatched);           \
-  __macro(cublasDgetriBatched)
+  __macro(cublasDgetriBatched);
 
-CUBLAS_BLAS_ROUTINE_EACH(DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP);
+CUBLAS_BLAS_ROUTINE_EACH(DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP)
+
+// APIs available after CUDA 9.0
+#if CUDA_VERSION >= 9000
+#define CUBLAS_BLAS_ROUTINE_EACH_R2(__macro) __macro(cublasSetMathMode);
+CUBLAS_BLAS_ROUTINE_EACH_R2(DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP)
+#endif
 
 #undef DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP
 }  // namespace dynload

From 9f3ac225ada3f9222b05085340c3b4b10965b911 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Fri, 6 Apr 2018 11:18:10 -0700
Subject: [PATCH 65/79] Unify Fluid code to Google C++ style

---
 paddle/fluid/{framework => }/.clang-format    |  0
 paddle/fluid/inference/io.cc                  |  9 ++----
 paddle/fluid/inference/io.h                   |  3 +-
 .../tests/book/test_inference_fit_a_line.cc   |  4 +--
 .../test_inference_image_classification.cc    | 14 ++++----
 .../test_inference_label_semantic_roles.cc    | 32 +++++--------------
 .../book/test_inference_recognize_digits.cc   | 14 ++++----
 .../test_inference_rnn_encoder_decoder.cc     |  8 ++---
 .../test_inference_understand_sentiment.cc    |  4 +--
 paddle/fluid/inference/tests/test_helper.h    | 25 +++++----------
 paddle/fluid/memory/.clang-format             |  5 ---
 paddle/fluid/operators/.clang-format          |  5 ---
 paddle/fluid/platform/.clang-format           |  5 ---
 paddle/fluid/pybind/.clang-format             |  5 ---
 paddle/fluid/recordio/chunk.cc                |  8 ++---
 paddle/fluid/recordio/chunk.h                 |  4 +--
 paddle/fluid/recordio/header.h                |  4 +--
 paddle/fluid/recordio/scanner.h               |  4 +--
 paddle/fluid/recordio/writer.h                |  7 ++--
 paddle/fluid/string/.clang-format             |  1 -
 20 files changed, 52 insertions(+), 109 deletions(-)
 rename paddle/fluid/{framework => }/.clang-format (100%)
 delete mode 100644 paddle/fluid/memory/.clang-format
 delete mode 100644 paddle/fluid/operators/.clang-format
 delete mode 100644 paddle/fluid/platform/.clang-format
 delete mode 100644 paddle/fluid/pybind/.clang-format
 delete mode 120000 paddle/fluid/string/.clang-format

diff --git a/paddle/fluid/framework/.clang-format b/paddle/fluid/.clang-format
similarity index 100%
rename from paddle/fluid/framework/.clang-format
rename to paddle/fluid/.clang-format
diff --git a/paddle/fluid/inference/io.cc b/paddle/fluid/inference/io.cc
index 52e9c0baa6..a5b62ef322 100644
--- a/paddle/fluid/inference/io.cc
+++ b/paddle/fluid/inference/io.cc
@@ -41,8 +41,7 @@ bool IsPersistable(const framework::VarDesc* var) {
   return false;
 }
 
-void LoadPersistables(framework::Executor& executor,
-                      framework::Scope& scope,
+void LoadPersistables(framework::Executor& executor, framework::Scope& scope,
                       const framework::ProgramDesc& main_program,
                       const std::string& dirname,
                       const std::string& param_filename) {
@@ -108,10 +107,8 @@ std::unique_ptr<framework::ProgramDesc> Load(framework::Executor& executor,
 }
 
 std::unique_ptr<framework::ProgramDesc> Load(
-    framework::Executor& executor,
-    framework::Scope& scope,
-    const std::string& prog_filename,
-    const std::string& param_filename) {
+    framework::Executor& executor, framework::Scope& scope,
+    const std::string& prog_filename, const std::string& param_filename) {
   std::string model_filename = prog_filename;
   std::string program_desc_str;
   ReadBinaryFile(model_filename, program_desc_str);
diff --git a/paddle/fluid/inference/io.h b/paddle/fluid/inference/io.h
index 6817a6fca0..d07d315b93 100644
--- a/paddle/fluid/inference/io.h
+++ b/paddle/fluid/inference/io.h
@@ -24,8 +24,7 @@ limitations under the License. */
 namespace paddle {
 namespace inference {
 
-void LoadPersistables(framework::Executor& executor,
-                      framework::Scope& scope,
+void LoadPersistables(framework::Executor& executor, framework::Scope& scope,
                       const framework::ProgramDesc& main_program,
                       const std::string& dirname,
                       const std::string& param_filename);
diff --git a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
index 9ab808efec..8d8365a839 100644
--- a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
@@ -30,8 +30,8 @@ TEST(inference, fit_a_line) {
   // The second dim of the input tensor should be 13
   // The input data should be >= 0
   int64_t batch_size = 10;
-  SetupTensor<float>(
-      input, {batch_size, 13}, static_cast<float>(0), static_cast<float>(10));
+  SetupTensor<float>(input, {batch_size, 13}, static_cast<float>(0),
+                     static_cast<float>(10));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
diff --git a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
index e9a27171f1..954ca7a3e3 100644
--- a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
@@ -35,10 +35,8 @@ TEST(inference, image_classification) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [0.0, 1.0].
-  SetupTensor<float>(input,
-                     {FLAGS_batch_size, 3, 32, 32},
-                     static_cast<float>(0),
-                     static_cast<float>(1));
+  SetupTensor<float>(input, {FLAGS_batch_size, 3, 32, 32},
+                     static_cast<float>(0), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
@@ -48,8 +46,8 @@ TEST(inference, image_classification) {
 
   // Run inference on CPU
   LOG(INFO) << "--- CPU Runs: ---";
-  TestInference<paddle::platform::CPUPlace>(
-      dirname, cpu_feeds, cpu_fetchs1, FLAGS_repeat);
+  TestInference<paddle::platform::CPUPlace>(dirname, cpu_feeds, cpu_fetchs1,
+                                            FLAGS_repeat);
   LOG(INFO) << output1.dims();
 
 #ifdef PADDLE_WITH_CUDA
@@ -59,8 +57,8 @@ TEST(inference, image_classification) {
 
   // Run inference on CUDA GPU
   LOG(INFO) << "--- GPU Runs: ---";
-  TestInference<paddle::platform::CUDAPlace>(
-      dirname, cpu_feeds, cpu_fetchs2, FLAGS_repeat);
+  TestInference<paddle::platform::CUDAPlace>(dirname, cpu_feeds, cpu_fetchs2,
+                                             FLAGS_repeat);
   LOG(INFO) << output2.dims();
 
   CheckError<float>(output1, output2);
diff --git a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
index 1849240166..31100494ff 100644
--- a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
@@ -36,37 +36,21 @@ TEST(inference, label_semantic_roles) {
   int64_t predicate_dict_len = 3162;
   int64_t mark_dict_len = 2;
 
-  SetupLoDTensor(word,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(word, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(predicate,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(predicate, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(predicate_dict_len - 1));
-  SetupLoDTensor(ctx_n2,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_n2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_n1,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_n1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_0,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_0, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p1,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_p1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p2,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_p2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(mark,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(mark, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(mark_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
index 1fb0f9e777..82275d3ee1 100644
--- a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
@@ -35,10 +35,8 @@ TEST(inference, recognize_digits) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [-1.0, 1.0].
-  SetupTensor<float>(input,
-                     {FLAGS_batch_size, 1, 28, 28},
-                     static_cast<float>(-1),
-                     static_cast<float>(1));
+  SetupTensor<float>(input, {FLAGS_batch_size, 1, 28, 28},
+                     static_cast<float>(-1), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
@@ -49,8 +47,8 @@ TEST(inference, recognize_digits) {
 
     // Run inference on CPU
     LOG(INFO) << "--- CPU Runs: is_combined=" << is_combined << " ---";
-    TestInference<paddle::platform::CPUPlace>(
-        dirname, cpu_feeds, cpu_fetchs1, FLAGS_repeat, is_combined);
+    TestInference<paddle::platform::CPUPlace>(dirname, cpu_feeds, cpu_fetchs1,
+                                              FLAGS_repeat, is_combined);
     LOG(INFO) << output1.dims();
 
 #ifdef PADDLE_WITH_CUDA
@@ -60,8 +58,8 @@ TEST(inference, recognize_digits) {
 
     // Run inference on CUDA GPU
     LOG(INFO) << "--- GPU Runs: is_combined=" << is_combined << " ---";
-    TestInference<paddle::platform::CUDAPlace>(
-        dirname, cpu_feeds, cpu_fetchs2, FLAGS_repeat, is_combined);
+    TestInference<paddle::platform::CUDAPlace>(dirname, cpu_feeds, cpu_fetchs2,
+                                               FLAGS_repeat, is_combined);
     LOG(INFO) << output2.dims();
 
     CheckError<float>(output1, output2);
diff --git a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
index a0523905bd..ea2d5ee092 100644
--- a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
@@ -32,10 +32,10 @@ TEST(inference, rnn_encoder_decoder) {
   paddle::framework::LoDTensor word_data, trg_word;
   paddle::framework::LoD lod{{0, 4, 10}};
 
-  SetupLoDTensor(
-      word_data, lod, static_cast<int64_t>(0), static_cast<int64_t>(1));
-  SetupLoDTensor(
-      trg_word, lod, static_cast<int64_t>(0), static_cast<int64_t>(1));
+  SetupLoDTensor(word_data, lod, static_cast<int64_t>(0),
+                 static_cast<int64_t>(1));
+  SetupLoDTensor(trg_word, lod, static_cast<int64_t>(0),
+                 static_cast<int64_t>(1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&word_data);
diff --git a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
index 824b3274eb..21ffd8d368 100644
--- a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
@@ -33,9 +33,7 @@ TEST(inference, understand_sentiment) {
   paddle::framework::LoD lod{{0, 4, 10}};
   int64_t word_dict_len = 5147;
 
-  SetupLoDTensor(words,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(words, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/test_helper.h b/paddle/fluid/inference/tests/test_helper.h
index dce541c097..d8ffedf672 100644
--- a/paddle/fluid/inference/tests/test_helper.h
+++ b/paddle/fluid/inference/tests/test_helper.h
@@ -19,9 +19,7 @@ limitations under the License. */
 
 template <typename T>
 void SetupTensor(paddle::framework::LoDTensor& input,
-                 paddle::framework::DDim dims,
-                 T lower,
-                 T upper) {
+                 paddle::framework::DDim dims, T lower, T upper) {
   srand(time(0));
   T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
   for (int i = 0; i < input.numel(); ++i) {
@@ -33,8 +31,7 @@ void SetupTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupTensor(paddle::framework::LoDTensor& input,
-                 paddle::framework::DDim dims,
-                 std::vector<T>& data) {
+                 paddle::framework::DDim dims, std::vector<T>& data) {
   CHECK_EQ(paddle::framework::product(dims), static_cast<int64_t>(data.size()));
   T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
   memcpy(input_ptr, data.data(), input.numel() * sizeof(T));
@@ -42,9 +39,7 @@ void SetupTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::LoD& lod,
-                    T lower,
-                    T upper) {
+                    paddle::framework::LoD& lod, T lower, T upper) {
   input.set_lod(lod);
   int dim = lod[0][lod[0].size() - 1];
   SetupTensor<T>(input, {dim, 1}, lower, upper);
@@ -52,8 +47,7 @@ void SetupLoDTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::DDim dims,
-                    paddle::framework::LoD lod,
+                    paddle::framework::DDim dims, paddle::framework::LoD lod,
                     std::vector<T>& data) {
   const size_t level = lod.size() - 1;
   CHECK_EQ(dims[0], static_cast<int64_t>((lod[level]).back()));
@@ -92,8 +86,7 @@ template <typename Place>
 void TestInference(const std::string& dirname,
                    const std::vector<paddle::framework::LoDTensor*>& cpu_feeds,
                    std::vector<paddle::framework::LoDTensor*>& cpu_fetchs,
-                   const int repeat = 1,
-                   const bool is_combined = false) {
+                   const int repeat = 1, const bool is_combined = false) {
   // 1. Define place, executor, scope
   auto place = Place();
   auto executor = paddle::framework::Executor(place);
@@ -132,11 +125,9 @@ void TestInference(const std::string& dirname,
       //  `fluid.io.save_inference_model`.
       std::string prog_filename = "__model_combined__";
       std::string param_filename = "__params_combined__";
-      inference_program =
-          paddle::inference::Load(executor,
-                                  *scope,
-                                  dirname + "/" + prog_filename,
-                                  dirname + "/" + param_filename);
+      inference_program = paddle::inference::Load(
+          executor, *scope, dirname + "/" + prog_filename,
+          dirname + "/" + param_filename);
     } else {
       // Parameters are saved in separate files sited in the specified
       // `dirname`.
diff --git a/paddle/fluid/memory/.clang-format b/paddle/fluid/memory/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/memory/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/operators/.clang-format b/paddle/fluid/operators/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/operators/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/platform/.clang-format b/paddle/fluid/platform/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/platform/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/pybind/.clang-format b/paddle/fluid/pybind/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/pybind/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/recordio/chunk.cc b/paddle/fluid/recordio/chunk.cc
index 187a6a4ea7..e828cbabef 100644
--- a/paddle/fluid/recordio/chunk.cc
+++ b/paddle/fluid/recordio/chunk.cc
@@ -58,8 +58,8 @@ static void ReadStreamByBuf(std::istream& in, size_t limit, Callback callback) {
  * Copy stream in to another stream
  */
 static void PipeStream(std::istream& in, std::ostream& os) {
-  ReadStreamByBuf(
-      in, 0, [&os](const char* buf, size_t len) { os.write(buf, len); });
+  ReadStreamByBuf(in, 0,
+                  [&os](const char* buf, size_t len) { os.write(buf, len); });
 }
 
 /**
@@ -68,8 +68,8 @@ static void PipeStream(std::istream& in, std::ostream& os) {
 static uint32_t Crc32Stream(std::istream& in, size_t limit = 0) {
   uint32_t crc = static_cast<uint32_t>(crc32(0, nullptr, 0));
   ReadStreamByBuf(in, limit, [&crc](const char* buf, size_t len) {
-    crc = static_cast<uint32_t>(crc32(
-        crc, reinterpret_cast<const Bytef*>(buf), static_cast<uInt>(len)));
+    crc = static_cast<uint32_t>(crc32(crc, reinterpret_cast<const Bytef*>(buf),
+                                      static_cast<uInt>(len)));
   });
   return crc;
 }
diff --git a/paddle/fluid/recordio/chunk.h b/paddle/fluid/recordio/chunk.h
index bf20ebd455..71a1556a33 100644
--- a/paddle/fluid/recordio/chunk.h
+++ b/paddle/fluid/recordio/chunk.h
@@ -24,7 +24,7 @@ namespace recordio {
 
 // A Chunk contains the Header and optionally compressed records.
 class Chunk {
-public:
+ public:
   Chunk() : num_bytes_(0) {}
   void Add(const std::string& buf) {
     num_bytes_ += buf.size();
@@ -46,7 +46,7 @@ public:
 
   bool Empty() const { return records_.empty(); }
 
-private:
+ private:
   std::vector<std::string> records_;
   // sum of record lengths in bytes.
   size_t num_bytes_;
diff --git a/paddle/fluid/recordio/header.h b/paddle/fluid/recordio/header.h
index 9200ac090d..245425990b 100644
--- a/paddle/fluid/recordio/header.h
+++ b/paddle/fluid/recordio/header.h
@@ -37,7 +37,7 @@ enum class Compressor : uint32_t {
 
 // Header is the metadata of Chunk
 class Header {
-public:
+ public:
   Header();
   Header(uint32_t num, uint32_t sum, Compressor ct, uint32_t cs);
 
@@ -51,7 +51,7 @@ public:
   Compressor CompressType() const { return compressor_; }
   uint32_t CompressSize() const { return compress_size_; }
 
-private:
+ private:
   uint32_t num_records_;
   uint32_t checksum_;
   Compressor compressor_;
diff --git a/paddle/fluid/recordio/scanner.h b/paddle/fluid/recordio/scanner.h
index f3f17b69f1..8812e2c952 100644
--- a/paddle/fluid/recordio/scanner.h
+++ b/paddle/fluid/recordio/scanner.h
@@ -21,7 +21,7 @@ namespace paddle {
 namespace recordio {
 
 class Scanner {
-public:
+ public:
   explicit Scanner(std::unique_ptr<std::istream>&& stream);
 
   explicit Scanner(const std::string& filename);
@@ -32,7 +32,7 @@ public:
 
   bool HasNext() const;
 
-private:
+ private:
   std::unique_ptr<std::istream> stream_;
   Chunk cur_chunk_;
   size_t offset_;
diff --git a/paddle/fluid/recordio/writer.h b/paddle/fluid/recordio/writer.h
index 0c478d5075..87349644a7 100644
--- a/paddle/fluid/recordio/writer.h
+++ b/paddle/fluid/recordio/writer.h
@@ -18,9 +18,8 @@ namespace paddle {
 namespace recordio {
 
 class Writer {
-public:
-  Writer(std::ostream* sout,
-         Compressor compressor,
+ public:
+  Writer(std::ostream* sout, Compressor compressor,
          size_t max_num_records_in_chunk = 1000)
       : stream_(*sout),
         max_num_records_in_chunk_(max_num_records_in_chunk),
@@ -32,7 +31,7 @@ public:
 
   ~Writer();
 
-private:
+ private:
   std::ostream& stream_;
   size_t max_num_records_in_chunk_;
   Chunk cur_chunk_;
diff --git a/paddle/fluid/string/.clang-format b/paddle/fluid/string/.clang-format
deleted file mode 120000
index 7d28cb3924..0000000000
--- a/paddle/fluid/string/.clang-format
+++ /dev/null
@@ -1 +0,0 @@
-../framework/.clang-format
\ No newline at end of file

From 797a7184ace6389930f8096ffce213e63207bd8a Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Fri, 6 Apr 2018 13:05:19 -0700
Subject: [PATCH 66/79] Unify Fluid code to Google C++ style (#9685)

---
 paddle/fluid/{framework => }/.clang-format    |  0
 paddle/fluid/inference/io.cc                  |  9 ++----
 paddle/fluid/inference/io.h                   |  3 +-
 .../tests/book/test_inference_fit_a_line.cc   |  4 +--
 .../test_inference_image_classification.cc    | 14 ++++----
 .../test_inference_label_semantic_roles.cc    | 32 +++++--------------
 .../book/test_inference_recognize_digits.cc   | 14 ++++----
 .../test_inference_rnn_encoder_decoder.cc     |  8 ++---
 .../test_inference_understand_sentiment.cc    |  4 +--
 paddle/fluid/inference/tests/test_helper.h    | 25 +++++----------
 paddle/fluid/memory/.clang-format             |  5 ---
 paddle/fluid/operators/.clang-format          |  5 ---
 paddle/fluid/platform/.clang-format           |  5 ---
 paddle/fluid/pybind/.clang-format             |  5 ---
 paddle/fluid/recordio/chunk.cc                |  8 ++---
 paddle/fluid/recordio/chunk.h                 |  4 +--
 paddle/fluid/recordio/header.h                |  4 +--
 paddle/fluid/recordio/scanner.h               |  4 +--
 paddle/fluid/recordio/writer.h                |  7 ++--
 paddle/fluid/string/.clang-format             |  1 -
 20 files changed, 52 insertions(+), 109 deletions(-)
 rename paddle/fluid/{framework => }/.clang-format (100%)
 delete mode 100644 paddle/fluid/memory/.clang-format
 delete mode 100644 paddle/fluid/operators/.clang-format
 delete mode 100644 paddle/fluid/platform/.clang-format
 delete mode 100644 paddle/fluid/pybind/.clang-format
 delete mode 120000 paddle/fluid/string/.clang-format

diff --git a/paddle/fluid/framework/.clang-format b/paddle/fluid/.clang-format
similarity index 100%
rename from paddle/fluid/framework/.clang-format
rename to paddle/fluid/.clang-format
diff --git a/paddle/fluid/inference/io.cc b/paddle/fluid/inference/io.cc
index 52e9c0baa6..a5b62ef322 100644
--- a/paddle/fluid/inference/io.cc
+++ b/paddle/fluid/inference/io.cc
@@ -41,8 +41,7 @@ bool IsPersistable(const framework::VarDesc* var) {
   return false;
 }
 
-void LoadPersistables(framework::Executor& executor,
-                      framework::Scope& scope,
+void LoadPersistables(framework::Executor& executor, framework::Scope& scope,
                       const framework::ProgramDesc& main_program,
                       const std::string& dirname,
                       const std::string& param_filename) {
@@ -108,10 +107,8 @@ std::unique_ptr<framework::ProgramDesc> Load(framework::Executor& executor,
 }
 
 std::unique_ptr<framework::ProgramDesc> Load(
-    framework::Executor& executor,
-    framework::Scope& scope,
-    const std::string& prog_filename,
-    const std::string& param_filename) {
+    framework::Executor& executor, framework::Scope& scope,
+    const std::string& prog_filename, const std::string& param_filename) {
   std::string model_filename = prog_filename;
   std::string program_desc_str;
   ReadBinaryFile(model_filename, program_desc_str);
diff --git a/paddle/fluid/inference/io.h b/paddle/fluid/inference/io.h
index 6817a6fca0..d07d315b93 100644
--- a/paddle/fluid/inference/io.h
+++ b/paddle/fluid/inference/io.h
@@ -24,8 +24,7 @@ limitations under the License. */
 namespace paddle {
 namespace inference {
 
-void LoadPersistables(framework::Executor& executor,
-                      framework::Scope& scope,
+void LoadPersistables(framework::Executor& executor, framework::Scope& scope,
                       const framework::ProgramDesc& main_program,
                       const std::string& dirname,
                       const std::string& param_filename);
diff --git a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
index 9ab808efec..8d8365a839 100644
--- a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
@@ -30,8 +30,8 @@ TEST(inference, fit_a_line) {
   // The second dim of the input tensor should be 13
   // The input data should be >= 0
   int64_t batch_size = 10;
-  SetupTensor<float>(
-      input, {batch_size, 13}, static_cast<float>(0), static_cast<float>(10));
+  SetupTensor<float>(input, {batch_size, 13}, static_cast<float>(0),
+                     static_cast<float>(10));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
diff --git a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
index e9a27171f1..954ca7a3e3 100644
--- a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
@@ -35,10 +35,8 @@ TEST(inference, image_classification) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [0.0, 1.0].
-  SetupTensor<float>(input,
-                     {FLAGS_batch_size, 3, 32, 32},
-                     static_cast<float>(0),
-                     static_cast<float>(1));
+  SetupTensor<float>(input, {FLAGS_batch_size, 3, 32, 32},
+                     static_cast<float>(0), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
@@ -48,8 +46,8 @@ TEST(inference, image_classification) {
 
   // Run inference on CPU
   LOG(INFO) << "--- CPU Runs: ---";
-  TestInference<paddle::platform::CPUPlace>(
-      dirname, cpu_feeds, cpu_fetchs1, FLAGS_repeat);
+  TestInference<paddle::platform::CPUPlace>(dirname, cpu_feeds, cpu_fetchs1,
+                                            FLAGS_repeat);
   LOG(INFO) << output1.dims();
 
 #ifdef PADDLE_WITH_CUDA
@@ -59,8 +57,8 @@ TEST(inference, image_classification) {
 
   // Run inference on CUDA GPU
   LOG(INFO) << "--- GPU Runs: ---";
-  TestInference<paddle::platform::CUDAPlace>(
-      dirname, cpu_feeds, cpu_fetchs2, FLAGS_repeat);
+  TestInference<paddle::platform::CUDAPlace>(dirname, cpu_feeds, cpu_fetchs2,
+                                             FLAGS_repeat);
   LOG(INFO) << output2.dims();
 
   CheckError<float>(output1, output2);
diff --git a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
index 1849240166..31100494ff 100644
--- a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
@@ -36,37 +36,21 @@ TEST(inference, label_semantic_roles) {
   int64_t predicate_dict_len = 3162;
   int64_t mark_dict_len = 2;
 
-  SetupLoDTensor(word,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(word, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(predicate,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(predicate, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(predicate_dict_len - 1));
-  SetupLoDTensor(ctx_n2,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_n2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_n1,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_n1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_0,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_0, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p1,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_p1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p2,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(ctx_p2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(mark,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(mark, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(mark_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
index 1fb0f9e777..82275d3ee1 100644
--- a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
@@ -35,10 +35,8 @@ TEST(inference, recognize_digits) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [-1.0, 1.0].
-  SetupTensor<float>(input,
-                     {FLAGS_batch_size, 1, 28, 28},
-                     static_cast<float>(-1),
-                     static_cast<float>(1));
+  SetupTensor<float>(input, {FLAGS_batch_size, 1, 28, 28},
+                     static_cast<float>(-1), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
 
@@ -49,8 +47,8 @@ TEST(inference, recognize_digits) {
 
     // Run inference on CPU
     LOG(INFO) << "--- CPU Runs: is_combined=" << is_combined << " ---";
-    TestInference<paddle::platform::CPUPlace>(
-        dirname, cpu_feeds, cpu_fetchs1, FLAGS_repeat, is_combined);
+    TestInference<paddle::platform::CPUPlace>(dirname, cpu_feeds, cpu_fetchs1,
+                                              FLAGS_repeat, is_combined);
     LOG(INFO) << output1.dims();
 
 #ifdef PADDLE_WITH_CUDA
@@ -60,8 +58,8 @@ TEST(inference, recognize_digits) {
 
     // Run inference on CUDA GPU
     LOG(INFO) << "--- GPU Runs: is_combined=" << is_combined << " ---";
-    TestInference<paddle::platform::CUDAPlace>(
-        dirname, cpu_feeds, cpu_fetchs2, FLAGS_repeat, is_combined);
+    TestInference<paddle::platform::CUDAPlace>(dirname, cpu_feeds, cpu_fetchs2,
+                                               FLAGS_repeat, is_combined);
     LOG(INFO) << output2.dims();
 
     CheckError<float>(output1, output2);
diff --git a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
index a0523905bd..ea2d5ee092 100644
--- a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
@@ -32,10 +32,10 @@ TEST(inference, rnn_encoder_decoder) {
   paddle::framework::LoDTensor word_data, trg_word;
   paddle::framework::LoD lod{{0, 4, 10}};
 
-  SetupLoDTensor(
-      word_data, lod, static_cast<int64_t>(0), static_cast<int64_t>(1));
-  SetupLoDTensor(
-      trg_word, lod, static_cast<int64_t>(0), static_cast<int64_t>(1));
+  SetupLoDTensor(word_data, lod, static_cast<int64_t>(0),
+                 static_cast<int64_t>(1));
+  SetupLoDTensor(trg_word, lod, static_cast<int64_t>(0),
+                 static_cast<int64_t>(1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&word_data);
diff --git a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
index 824b3274eb..21ffd8d368 100644
--- a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
@@ -33,9 +33,7 @@ TEST(inference, understand_sentiment) {
   paddle::framework::LoD lod{{0, 4, 10}};
   int64_t word_dict_len = 5147;
 
-  SetupLoDTensor(words,
-                 lod,
-                 static_cast<int64_t>(0),
+  SetupLoDTensor(words, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/test_helper.h b/paddle/fluid/inference/tests/test_helper.h
index dce541c097..d8ffedf672 100644
--- a/paddle/fluid/inference/tests/test_helper.h
+++ b/paddle/fluid/inference/tests/test_helper.h
@@ -19,9 +19,7 @@ limitations under the License. */
 
 template <typename T>
 void SetupTensor(paddle::framework::LoDTensor& input,
-                 paddle::framework::DDim dims,
-                 T lower,
-                 T upper) {
+                 paddle::framework::DDim dims, T lower, T upper) {
   srand(time(0));
   T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
   for (int i = 0; i < input.numel(); ++i) {
@@ -33,8 +31,7 @@ void SetupTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupTensor(paddle::framework::LoDTensor& input,
-                 paddle::framework::DDim dims,
-                 std::vector<T>& data) {
+                 paddle::framework::DDim dims, std::vector<T>& data) {
   CHECK_EQ(paddle::framework::product(dims), static_cast<int64_t>(data.size()));
   T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
   memcpy(input_ptr, data.data(), input.numel() * sizeof(T));
@@ -42,9 +39,7 @@ void SetupTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::LoD& lod,
-                    T lower,
-                    T upper) {
+                    paddle::framework::LoD& lod, T lower, T upper) {
   input.set_lod(lod);
   int dim = lod[0][lod[0].size() - 1];
   SetupTensor<T>(input, {dim, 1}, lower, upper);
@@ -52,8 +47,7 @@ void SetupLoDTensor(paddle::framework::LoDTensor& input,
 
 template <typename T>
 void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::DDim dims,
-                    paddle::framework::LoD lod,
+                    paddle::framework::DDim dims, paddle::framework::LoD lod,
                     std::vector<T>& data) {
   const size_t level = lod.size() - 1;
   CHECK_EQ(dims[0], static_cast<int64_t>((lod[level]).back()));
@@ -92,8 +86,7 @@ template <typename Place>
 void TestInference(const std::string& dirname,
                    const std::vector<paddle::framework::LoDTensor*>& cpu_feeds,
                    std::vector<paddle::framework::LoDTensor*>& cpu_fetchs,
-                   const int repeat = 1,
-                   const bool is_combined = false) {
+                   const int repeat = 1, const bool is_combined = false) {
   // 1. Define place, executor, scope
   auto place = Place();
   auto executor = paddle::framework::Executor(place);
@@ -132,11 +125,9 @@ void TestInference(const std::string& dirname,
       //  `fluid.io.save_inference_model`.
       std::string prog_filename = "__model_combined__";
       std::string param_filename = "__params_combined__";
-      inference_program =
-          paddle::inference::Load(executor,
-                                  *scope,
-                                  dirname + "/" + prog_filename,
-                                  dirname + "/" + param_filename);
+      inference_program = paddle::inference::Load(
+          executor, *scope, dirname + "/" + prog_filename,
+          dirname + "/" + param_filename);
     } else {
       // Parameters are saved in separate files sited in the specified
       // `dirname`.
diff --git a/paddle/fluid/memory/.clang-format b/paddle/fluid/memory/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/memory/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/operators/.clang-format b/paddle/fluid/operators/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/operators/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/platform/.clang-format b/paddle/fluid/platform/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/platform/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/pybind/.clang-format b/paddle/fluid/pybind/.clang-format
deleted file mode 100644
index 29282dc87e..0000000000
--- a/paddle/fluid/pybind/.clang-format
+++ /dev/null
@@ -1,5 +0,0 @@
----
-Language:        Cpp
-BasedOnStyle:  Google
-Standard:  Cpp11 
-...
diff --git a/paddle/fluid/recordio/chunk.cc b/paddle/fluid/recordio/chunk.cc
index 187a6a4ea7..e828cbabef 100644
--- a/paddle/fluid/recordio/chunk.cc
+++ b/paddle/fluid/recordio/chunk.cc
@@ -58,8 +58,8 @@ static void ReadStreamByBuf(std::istream& in, size_t limit, Callback callback) {
  * Copy stream in to another stream
  */
 static void PipeStream(std::istream& in, std::ostream& os) {
-  ReadStreamByBuf(
-      in, 0, [&os](const char* buf, size_t len) { os.write(buf, len); });
+  ReadStreamByBuf(in, 0,
+                  [&os](const char* buf, size_t len) { os.write(buf, len); });
 }
 
 /**
@@ -68,8 +68,8 @@ static void PipeStream(std::istream& in, std::ostream& os) {
 static uint32_t Crc32Stream(std::istream& in, size_t limit = 0) {
   uint32_t crc = static_cast<uint32_t>(crc32(0, nullptr, 0));
   ReadStreamByBuf(in, limit, [&crc](const char* buf, size_t len) {
-    crc = static_cast<uint32_t>(crc32(
-        crc, reinterpret_cast<const Bytef*>(buf), static_cast<uInt>(len)));
+    crc = static_cast<uint32_t>(crc32(crc, reinterpret_cast<const Bytef*>(buf),
+                                      static_cast<uInt>(len)));
   });
   return crc;
 }
diff --git a/paddle/fluid/recordio/chunk.h b/paddle/fluid/recordio/chunk.h
index bf20ebd455..71a1556a33 100644
--- a/paddle/fluid/recordio/chunk.h
+++ b/paddle/fluid/recordio/chunk.h
@@ -24,7 +24,7 @@ namespace recordio {
 
 // A Chunk contains the Header and optionally compressed records.
 class Chunk {
-public:
+ public:
   Chunk() : num_bytes_(0) {}
   void Add(const std::string& buf) {
     num_bytes_ += buf.size();
@@ -46,7 +46,7 @@ public:
 
   bool Empty() const { return records_.empty(); }
 
-private:
+ private:
   std::vector<std::string> records_;
   // sum of record lengths in bytes.
   size_t num_bytes_;
diff --git a/paddle/fluid/recordio/header.h b/paddle/fluid/recordio/header.h
index 9200ac090d..245425990b 100644
--- a/paddle/fluid/recordio/header.h
+++ b/paddle/fluid/recordio/header.h
@@ -37,7 +37,7 @@ enum class Compressor : uint32_t {
 
 // Header is the metadata of Chunk
 class Header {
-public:
+ public:
   Header();
   Header(uint32_t num, uint32_t sum, Compressor ct, uint32_t cs);
 
@@ -51,7 +51,7 @@ public:
   Compressor CompressType() const { return compressor_; }
   uint32_t CompressSize() const { return compress_size_; }
 
-private:
+ private:
   uint32_t num_records_;
   uint32_t checksum_;
   Compressor compressor_;
diff --git a/paddle/fluid/recordio/scanner.h b/paddle/fluid/recordio/scanner.h
index f3f17b69f1..8812e2c952 100644
--- a/paddle/fluid/recordio/scanner.h
+++ b/paddle/fluid/recordio/scanner.h
@@ -21,7 +21,7 @@ namespace paddle {
 namespace recordio {
 
 class Scanner {
-public:
+ public:
   explicit Scanner(std::unique_ptr<std::istream>&& stream);
 
   explicit Scanner(const std::string& filename);
@@ -32,7 +32,7 @@ public:
 
   bool HasNext() const;
 
-private:
+ private:
   std::unique_ptr<std::istream> stream_;
   Chunk cur_chunk_;
   size_t offset_;
diff --git a/paddle/fluid/recordio/writer.h b/paddle/fluid/recordio/writer.h
index 0c478d5075..87349644a7 100644
--- a/paddle/fluid/recordio/writer.h
+++ b/paddle/fluid/recordio/writer.h
@@ -18,9 +18,8 @@ namespace paddle {
 namespace recordio {
 
 class Writer {
-public:
-  Writer(std::ostream* sout,
-         Compressor compressor,
+ public:
+  Writer(std::ostream* sout, Compressor compressor,
          size_t max_num_records_in_chunk = 1000)
       : stream_(*sout),
         max_num_records_in_chunk_(max_num_records_in_chunk),
@@ -32,7 +31,7 @@ public:
 
   ~Writer();
 
-private:
+ private:
   std::ostream& stream_;
   size_t max_num_records_in_chunk_;
   Chunk cur_chunk_;
diff --git a/paddle/fluid/string/.clang-format b/paddle/fluid/string/.clang-format
deleted file mode 120000
index 7d28cb3924..0000000000
--- a/paddle/fluid/string/.clang-format
+++ /dev/null
@@ -1 +0,0 @@
-../framework/.clang-format
\ No newline at end of file

From c839ec6c470d434578ddecae02caae974ff97228 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Fri, 6 Apr 2018 13:19:49 -0700
Subject: [PATCH 67/79] Update rcordio

---
 cmake/external/snappystream.cmake            |  4 +++-
 cmake/external/zlib.cmake                    |  3 ++-
 paddle/fluid/recordio/chunk.cc               |  6 ++++--
 paddle/fluid/recordio/chunk_test.cc          | 12 +++++-------
 paddle/fluid/recordio/header_test.cc         |  6 ++----
 paddle/fluid/recordio/scanner.cc             |  4 ++++
 paddle/fluid/recordio/scanner.h              |  3 +++
 paddle/fluid/recordio/writer.cc              |  5 +++++
 paddle/fluid/recordio/writer.h               |  4 +++-
 paddle/fluid/recordio/writer_scanner_test.cc |  7 ++++---
 10 files changed, 35 insertions(+), 19 deletions(-)

diff --git a/cmake/external/snappystream.cmake b/cmake/external/snappystream.cmake
index 5377a0b046..8f7a3bf8ee 100644
--- a/cmake/external/snappystream.cmake
+++ b/cmake/external/snappystream.cmake
@@ -54,5 +54,7 @@ add_library(snappystream STATIC IMPORTED GLOBAL)
 set_property(TARGET snappystream PROPERTY IMPORTED_LOCATION
         "${SNAPPYSTREAM_INSTALL_DIR}/lib/libsnappystream.a")
 
-include_directories(${SNAPPYSTREAM_INCLUDE_DIR})
+include_directories(${SNAPPYSTREAM_INCLUDE_DIR}) # For snappysteam to include its own headers.
+include_directories(${THIRD_PARTY_PATH}/install) # For Paddle to include snappy stream headers.
+
 add_dependencies(snappystream extern_snappystream)
diff --git a/cmake/external/zlib.cmake b/cmake/external/zlib.cmake
index 20b8506e67..c3d7323545 100644
--- a/cmake/external/zlib.cmake
+++ b/cmake/external/zlib.cmake
@@ -25,7 +25,8 @@ ELSE(WIN32)
   SET(ZLIB_LIBRARIES "${ZLIB_INSTALL_DIR}/lib/libz.a" CACHE FILEPATH "zlib library." FORCE)
 ENDIF(WIN32)
 
-INCLUDE_DIRECTORIES(${ZLIB_INCLUDE_DIR})
+INCLUDE_DIRECTORIES(${ZLIB_INCLUDE_DIR}) # For zlib code to include its own headers.
+INCLUDE_DIRECTORIES(${THIRD_PARTY_PATH}/install) # For Paddle code to include zlib.h.
 
 ExternalProject_Add(
     extern_zlib
diff --git a/paddle/fluid/recordio/chunk.cc b/paddle/fluid/recordio/chunk.cc
index e828cbabef..e7ebbba452 100644
--- a/paddle/fluid/recordio/chunk.cc
+++ b/paddle/fluid/recordio/chunk.cc
@@ -14,11 +14,13 @@
 
 #include "paddle/fluid/recordio/chunk.h"
 
+#include <algorithm>
 #include <memory>
 #include <sstream>
+
 #include "paddle/fluid/platform/enforce.h"
-#include "snappystream.hpp"
-#include "zlib.h"
+#include "snappy_stream/include/snappystream.hpp"
+#include "zlib/include/zlib.h"
 
 namespace paddle {
 namespace recordio {
diff --git a/paddle/fluid/recordio/chunk_test.cc b/paddle/fluid/recordio/chunk_test.cc
index 1f0e36a14d..98ca99b9a0 100644
--- a/paddle/fluid/recordio/chunk_test.cc
+++ b/paddle/fluid/recordio/chunk_test.cc
@@ -18,29 +18,27 @@
 
 #include "gtest/gtest.h"
 
-using namespace paddle::recordio;
-
 TEST(Chunk, SaveLoad) {
-  Chunk ch;
+  paddle::recordio::Chunk ch;
   ch.Add(std::string("12345", 6));
   ch.Add(std::string("123", 4));
   std::stringstream ss;
-  ch.Write(ss, Compressor::kNoCompress);
+  ch.Write(ss, paddle::recordio::Compressor::kNoCompress);
   ss.seekg(0);
   ch.Parse(ss);
   ASSERT_EQ(ch.NumBytes(), 10U);
 }
 
 TEST(Chunk, Compressor) {
-  Chunk ch;
+  paddle::recordio::Chunk ch;
   ch.Add(std::string("12345", 6));
   ch.Add(std::string("123", 4));
   ch.Add(std::string("123", 4));
   ch.Add(std::string("123", 4));
   std::stringstream ss;
-  ch.Write(ss, Compressor::kSnappy);
+  ch.Write(ss, paddle::recordio::Compressor::kSnappy);
   std::stringstream ss2;
-  ch.Write(ss2, Compressor::kNoCompress);
+  ch.Write(ss2, paddle::recordio::Compressor::kNoCompress);
   ASSERT_LE(ss.tellp(), ss2.tellp());  // Compress should contain less data;
 
   ch.Clear();
diff --git a/paddle/fluid/recordio/header_test.cc b/paddle/fluid/recordio/header_test.cc
index a7d627c3eb..00f1887dc5 100644
--- a/paddle/fluid/recordio/header_test.cc
+++ b/paddle/fluid/recordio/header_test.cc
@@ -18,14 +18,12 @@
 
 #include "gtest/gtest.h"
 
-using namespace paddle::recordio;
-
 TEST(Recordio, ChunkHead) {
-  Header hdr(0, 1, Compressor::kGzip, 3);
+  paddle::recordio::Header hdr(0, 1, paddle::recordio::Compressor::kGzip, 3);
   std::stringstream ss;
   hdr.Write(ss);
   ss.seekg(0, std::ios::beg);
-  Header hdr2;
+  paddle::recordio::Header hdr2;
   hdr2.Parse(ss);
   EXPECT_TRUE(hdr == hdr2);
 }
diff --git a/paddle/fluid/recordio/scanner.cc b/paddle/fluid/recordio/scanner.cc
index c22281dc97..88b4d4001b 100644
--- a/paddle/fluid/recordio/scanner.cc
+++ b/paddle/fluid/recordio/scanner.cc
@@ -13,10 +13,14 @@
 // limitations under the License.
 
 #include "paddle/fluid/recordio/scanner.h"
+
+#include <string>
+
 #include "paddle/fluid/platform/enforce.h"
 
 namespace paddle {
 namespace recordio {
+
 Scanner::Scanner(std::unique_ptr<std::istream> &&stream)
     : stream_(std::move(stream)) {
   Reset();
diff --git a/paddle/fluid/recordio/scanner.h b/paddle/fluid/recordio/scanner.h
index 8812e2c952..34f1b0c78d 100644
--- a/paddle/fluid/recordio/scanner.h
+++ b/paddle/fluid/recordio/scanner.h
@@ -16,7 +16,10 @@
 
 #include <fstream>
 #include <memory>
+#include <string>
+
 #include "paddle/fluid/recordio/chunk.h"
+
 namespace paddle {
 namespace recordio {
 
diff --git a/paddle/fluid/recordio/writer.cc b/paddle/fluid/recordio/writer.cc
index 196d66edff..8046f4ff78 100644
--- a/paddle/fluid/recordio/writer.cc
+++ b/paddle/fluid/recordio/writer.cc
@@ -12,9 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 #include "paddle/fluid/recordio/writer.h"
+
+#include <string>
+
 #include "paddle/fluid/platform/enforce.h"
+
 namespace paddle {
 namespace recordio {
+
 void Writer::Write(const std::string& record) {
   cur_chunk_.Add(record);
   if (cur_chunk_.NumRecords() >= max_num_records_in_chunk_) {
diff --git a/paddle/fluid/recordio/writer.h b/paddle/fluid/recordio/writer.h
index 87349644a7..ac7e50ee90 100644
--- a/paddle/fluid/recordio/writer.h
+++ b/paddle/fluid/recordio/writer.h
@@ -11,8 +11,10 @@
 // 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.
-
 #pragma once
+
+#include <string>
+
 #include "paddle/fluid/recordio/chunk.h"
 namespace paddle {
 namespace recordio {
diff --git a/paddle/fluid/recordio/writer_scanner_test.cc b/paddle/fluid/recordio/writer_scanner_test.cc
index 7e764f0d94..6583df21a2 100644
--- a/paddle/fluid/recordio/writer_scanner_test.cc
+++ b/paddle/fluid/recordio/writer_scanner_test.cc
@@ -12,9 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#include "gtest/gtest.h"
-
 #include <sstream>
+#include <string>
+
+#include "gtest/gtest.h"
 #include "paddle/fluid/recordio/scanner.h"
 #include "paddle/fluid/recordio/writer.h"
 
@@ -66,4 +67,4 @@ TEST(WriterScanner, TinyChunk) {
     ASSERT_EQ(scanner.Next(), "DEFG");
     ASSERT_FALSE(scanner.HasNext());
   }
-}
\ No newline at end of file
+}

From b2a1c9e8b7f0fab5f81282783acadc2d35f3e207 Mon Sep 17 00:00:00 2001
From: Kexin Zhao <kexin.zhao.paddle@gmail.com>
Date: Fri, 6 Apr 2018 13:25:29 -0700
Subject: [PATCH 68/79] Add float16 support to non-cudnn softmax op on GPU
 (#9686)

* initial commit

* fix error

* fix typo and order
---
 paddle/fluid/operators/math/softmax.cu        |   3 +
 paddle/fluid/operators/math/softmax_impl.h    |   2 +-
 paddle/fluid/operators/softmax_op.cc          |   9 +-
 paddle/fluid/operators/softmax_op.cu.cc       |  11 +-
 paddle/fluid/platform/float16.h               | 227 +++++++++++++-----
 .../fluid/tests/unittests/test_softmax_op.py  |  11 +
 6 files changed, 189 insertions(+), 74 deletions(-)

diff --git a/paddle/fluid/operators/math/softmax.cu b/paddle/fluid/operators/math/softmax.cu
index 5518ebed3f..a579182ec1 100644
--- a/paddle/fluid/operators/math/softmax.cu
+++ b/paddle/fluid/operators/math/softmax.cu
@@ -14,6 +14,8 @@ limitations under the License. */
 
 #define EIGEN_USE_GPU
 
+#include <vector>
+
 #include "paddle/fluid/operators/math/math_function.h"
 #include "paddle/fluid/operators/math/softmax.h"
 #include "paddle/fluid/operators/math/softmax_impl.h"
@@ -95,6 +97,7 @@ template class SoftmaxCUDNNFunctor<double>;
 template class SoftmaxGradCUDNNFunctor<float>;
 template class SoftmaxGradCUDNNFunctor<double>;
 
+template class SoftmaxFunctor<platform::CUDADeviceContext, platform::float16>;
 template class SoftmaxFunctor<platform::CUDADeviceContext, float>;
 template class SoftmaxFunctor<platform::CUDADeviceContext, double>;
 template class SoftmaxGradFunctor<platform::CUDADeviceContext, float>;
diff --git a/paddle/fluid/operators/math/softmax_impl.h b/paddle/fluid/operators/math/softmax_impl.h
index 3e123f7bf5..dd9971ba09 100644
--- a/paddle/fluid/operators/math/softmax_impl.h
+++ b/paddle/fluid/operators/math/softmax_impl.h
@@ -27,7 +27,7 @@ using EigenMatrix = framework::EigenMatrix<T, MajorType, IndexType>;
 template <typename T>
 struct ValueClip {
   HOSTDEVICE T operator()(const T& x) const {
-    const T kThreshold = -64.;
+    const T kThreshold = static_cast<T>(-64.);
     return x < kThreshold ? kThreshold : x;
   }
 };
diff --git a/paddle/fluid/operators/softmax_op.cc b/paddle/fluid/operators/softmax_op.cc
index e2c0f915d9..6bdefc0f23 100644
--- a/paddle/fluid/operators/softmax_op.cc
+++ b/paddle/fluid/operators/softmax_op.cc
@@ -13,6 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/softmax_op.h"
+
+#include <string>
+
 #ifdef PADDLE_WITH_CUDA
 #include "paddle/fluid/platform/cudnn_helper.h"
 #endif
@@ -20,6 +23,7 @@ limitations under the License. */
 #ifdef PADDLE_WITH_MKLDNN
 #include "paddle/fluid/platform/mkldnn_helper.h"
 #endif
+
 namespace paddle {
 namespace operators {
 
@@ -60,8 +64,8 @@ class SoftmaxOp : public framework::OperatorWithKernel {
     auto input_data_type =
         framework::ToDataType(ctx.Input<Tensor>("X")->type());
     if (input_data_type == framework::proto::VarType::FP16) {
-      PADDLE_ENFORCE_EQ(library_, framework::LibraryType::kCUDNN,
-                        "float16 can only be used when CUDNN is used");
+      PADDLE_ENFORCE(platform::is_gpu_place(ctx.GetPlace()),
+                     "float16 can only be used on GPU place");
     }
 
     std::string data_format = ctx.Attr<std::string>("data_format");
@@ -70,6 +74,7 @@ class SoftmaxOp : public framework::OperatorWithKernel {
                                    library_);
   }
 };
+
 class SoftmaxOpMaker : public framework::OpProtoAndCheckerMaker {
  public:
   SoftmaxOpMaker(OpProto* proto, OpAttrChecker* op_checker)
diff --git a/paddle/fluid/operators/softmax_op.cu.cc b/paddle/fluid/operators/softmax_op.cu.cc
index dbd13fd38a..0c1f7cef7a 100644
--- a/paddle/fluid/operators/softmax_op.cu.cc
+++ b/paddle/fluid/operators/softmax_op.cu.cc
@@ -13,11 +13,12 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/softmax_op.h"
+#include "paddle/fluid/platform/float16.h"
 
 namespace ops = paddle::operators;
-
-REGISTER_OP_CUDA_KERNEL(
-    softmax, ops::SoftmaxKernel<paddle::platform::CUDADeviceContext, float>);
+namespace plat = paddle::platform;
 REGISTER_OP_CUDA_KERNEL(
-    softmax_grad,
-    ops::SoftmaxGradKernel<paddle::platform::CUDADeviceContext, float>);
+    softmax, ops::SoftmaxKernel<plat::CUDADeviceContext, float>,
+    ops::SoftmaxKernel<plat::CUDADeviceContext, plat::float16>);
+REGISTER_OP_CUDA_KERNEL(softmax_grad,
+                        ops::SoftmaxGradKernel<plat::CUDADeviceContext, float>);
diff --git a/paddle/fluid/platform/float16.h b/paddle/fluid/platform/float16.h
index 2cf311c7e5..e77f768bf9 100644
--- a/paddle/fluid/platform/float16.h
+++ b/paddle/fluid/platform/float16.h
@@ -15,6 +15,7 @@ limitations under the License. */
 #pragma once
 
 #include <stdint.h>
+#include <limits>
 
 #ifdef PADDLE_WITH_CUDA
 #include <cuda.h>
@@ -293,39 +294,39 @@ struct PADDLE_ALIGN(2) float16 {
   HOSTDEVICE inline explicit operator bool() const { return (x & 0x7fff) != 0; }
 
   HOSTDEVICE inline explicit operator int8_t() const {
-    return static_cast<int8_t>(float(*this));
+    return static_cast<int8_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator uint8_t() const {
-    return static_cast<uint8_t>(float(*this));
+    return static_cast<uint8_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator int16_t() const {
-    return static_cast<int16_t>(float(*this));
+    return static_cast<int16_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator uint16_t() const {
-    return static_cast<uint16_t>(float(*this));
+    return static_cast<uint16_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator int32_t() const {
-    return static_cast<int32_t>(float(*this));
+    return static_cast<int32_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator uint32_t() const {
-    return static_cast<uint32_t>(float(*this));
+    return static_cast<uint32_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator int64_t() const {
-    return static_cast<int64_t>(float(*this));
+    return static_cast<int64_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator uint64_t() const {
-    return static_cast<uint64_t>(float(*this));
+    return static_cast<uint64_t>(static_cast<float>(*this));
   }
 
   HOSTDEVICE inline explicit operator double() const {
-    return static_cast<double>(float(*this));
+    return static_cast<double>(static_cast<float>(*this));
   }
 
  private:
@@ -370,7 +371,7 @@ DEVICE inline half operator+(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hadd(a, b);
 #else
-  float res = float(float16(a)) + float(float16(b));
+  float res = static_cast<float>(float16(a)) + static_cast<float>(float16(b));
   return half(float16(res));
 #endif
 }
@@ -379,7 +380,7 @@ DEVICE inline half operator-(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hsub(a, b);
 #else
-  float res = float(float16(a)) - float(float16(b));
+  float res = static_cast<float>(float16(a)) - static_cast<float>(float16(b));
   return half(float16(res));
 #endif
 }
@@ -388,7 +389,7 @@ DEVICE inline half operator*(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hmul(a, b);
 #else
-  float res = float(float16(a)) * float(float16(b));
+  float res = static_cast<float>(float16(a)) * static_cast<float>(float16(b));
   return half(float16(res));
 #endif
 }
@@ -399,7 +400,7 @@ DEVICE inline half operator/(const half& a, const half& b) {
   float denom = __half2float(b);
   return __float2half(num / denom);
 #else
-  float res = float(float16(a)) / float(float16(b));
+  float res = static_cast<float>(float16(a)) / static_cast<float>(float16(b));
   return half(float16(res));
 #endif
 }
@@ -408,27 +409,27 @@ DEVICE inline half operator-(const half& a) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hneg(a);
 #else
-  float res = -float(float16(a));
+  float res = -static_cast<float>(float16(a));
   return half(float16(res));
 #endif
 }
 
-DEVICE inline half& operator+=(half& a, const half& b) {
+DEVICE inline half& operator+=(half& a, const half& b) {  // NOLINT
   a = a + b;
   return a;
 }
 
-DEVICE inline half& operator-=(half& a, const half& b) {
+DEVICE inline half& operator-=(half& a, const half& b) {  // NOLINT
   a = a - b;
   return a;
 }
 
-DEVICE inline half& operator*=(half& a, const half& b) {
+DEVICE inline half& operator*=(half& a, const half& b) {  // NOLINT
   a = a * b;
   return a;
 }
 
-DEVICE inline half& operator/=(half& a, const half& b) {
+DEVICE inline half& operator/=(half& a, const half& b) {  // NOLINT
   a = a / b;
   return a;
 }
@@ -437,7 +438,7 @@ DEVICE inline bool operator==(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __heq(a, b);
 #else
-  return float(float16(a)) == float(float16(b));
+  return static_cast<float>(float16(a)) == static_cast<float>(float16(b));
 #endif
 }
 
@@ -445,7 +446,7 @@ DEVICE inline bool operator!=(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hne(a, b);
 #else
-  return float(float16(a)) != float(float16(b));
+  return static_cast<float>(float16(a)) != static_cast<float>(float16(b));
 #endif
 }
 
@@ -453,7 +454,7 @@ DEVICE inline bool operator<(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hlt(a, b);
 #else
-  return float(float16(a)) < float(float16(b));
+  return static_cast<float>(float16(a)) < static_cast<float>(float16(b));
 #endif
 }
 
@@ -461,7 +462,7 @@ DEVICE inline bool operator<=(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hle(a, b);
 #else
-  return float(float16(a)) <= float(float16(b));
+  return static_cast<float>(float16(a)) <= static_cast<float>(float16(b));
 #endif
 }
 
@@ -469,7 +470,7 @@ DEVICE inline bool operator>(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hgt(a, b);
 #else
-  return float(float16(a)) > float(float16(b));
+  return static_cast<float>(float16(a)) > static_cast<float>(float16(b));
 #endif
 }
 
@@ -477,7 +478,7 @@ DEVICE inline bool operator>=(const half& a, const half& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hge(a, b);
 #else
-  return float(float16(a)) >= float(float16(b));
+  return static_cast<float>(float16(a)) >= static_cast<float>(float16(b));
 #endif
 }
 
@@ -489,7 +490,7 @@ HOSTDEVICE inline float16 operator+(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return float16(__hadd(half(a), half(b)));
 #else
-  return float16(float(a) + float(b));
+  return float16(static_cast<float>(a) + static_cast<float>(b));
 #endif
 }
 
@@ -497,7 +498,7 @@ HOSTDEVICE inline float16 operator-(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return float16(__hsub(half(a), half(b)));
 #else
-  return float16(float(a) - float(b));
+  return float16(static_cast<float>(a) - static_cast<float>(b));
 #endif
 }
 
@@ -505,7 +506,7 @@ HOSTDEVICE inline float16 operator*(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return float16(__hmul(half(a), half(b)));
 #else
-  return float16(float(a) * float(b));
+  return float16(static_cast<float>(a) * static_cast<float>(b));
 #endif
 }
 
@@ -516,7 +517,7 @@ HOSTDEVICE inline float16 operator/(const float16& a, const float16& b) {
   float denom = __half2float(half(b));
   return float16(num / denom);
 #else
-  return float16(float(a) / float(b));
+  return float16(static_cast<float>(a) / static_cast<float>(b));
 #endif
 }
 
@@ -530,22 +531,22 @@ HOSTDEVICE inline float16 operator-(const float16& a) {
 #endif
 }
 
-HOSTDEVICE inline float16& operator+=(float16& a, const float16& b) {
+HOSTDEVICE inline float16& operator+=(float16& a, const float16& b) {  // NOLINT
   a = a + b;
   return a;
 }
 
-HOSTDEVICE inline float16& operator-=(float16& a, const float16& b) {
+HOSTDEVICE inline float16& operator-=(float16& a, const float16& b) {  // NOLINT
   a = a - b;
   return a;
 }
 
-HOSTDEVICE inline float16& operator*=(float16& a, const float16& b) {
+HOSTDEVICE inline float16& operator*=(float16& a, const float16& b) {  // NOLINT
   a = a * b;
   return a;
 }
 
-HOSTDEVICE inline float16& operator/=(float16& a, const float16& b) {
+HOSTDEVICE inline float16& operator/=(float16& a, const float16& b) {  // NOLINT
   a = a / b;
   return a;
 }
@@ -554,7 +555,7 @@ HOSTDEVICE inline bool operator==(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __heq(half(a), half(b));
 #else
-  return float(a) == float(b);
+  return static_cast<float>(a) == static_cast<float>(b);
 #endif
 }
 
@@ -562,7 +563,7 @@ HOSTDEVICE inline bool operator!=(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hne(half(a), half(b));
 #else
-  return float(a) != float(b);
+  return static_cast<float>(a) != static_cast<float>(b);
 #endif
 }
 
@@ -570,7 +571,7 @@ HOSTDEVICE inline bool operator<(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hlt(half(a), half(b));
 #else
-  return float(a) < float(b);
+  return static_cast<float>(a) < static_cast<float>(b);
 #endif
 }
 
@@ -578,7 +579,7 @@ HOSTDEVICE inline bool operator<=(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hle(half(a), half(b));
 #else
-  return float(a) <= float(b);
+  return static_cast<float>(a) <= static_cast<float>(b);
 #endif
 }
 
@@ -586,7 +587,7 @@ HOSTDEVICE inline bool operator>(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hgt(half(a), half(b));
 #else
-  return float(a) > float(b);
+  return static_cast<float>(a) > static_cast<float>(b);
 #endif
 }
 
@@ -594,7 +595,7 @@ HOSTDEVICE inline bool operator>=(const float16& a, const float16& b) {
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hge(half(a), half(b));
 #else
-  return float(a) >= float(b);
+  return static_cast<float>(a) >= static_cast<float>(b);
 #endif
 }
 
@@ -679,22 +680,22 @@ inline float16 operator-(const float16& a) {
   return res;
 }
 
-inline float16& operator+=(float16& a, const float16& b) {
+inline float16& operator+=(float16& a, const float16& b) {  // NOLINT
   a = a + b;
   return a;
 }
 
-inline float16& operator-=(float16& a, const float16& b) {
+inline float16& operator-=(float16& a, const float16& b) {  // NOLINT
   a = a - b;
   return a;
 }
 
-inline float16& operator*=(float16& a, const float16& b) {
+inline float16& operator*=(float16& a, const float16& b) {  // NOLINT
   a = a * b;
   return a;
 }
 
-inline float16& operator/=(float16& a, const float16& b) {
+inline float16& operator/=(float16& a, const float16& b) {  // NOLINT
   a = a / b;
   return a;
 }
@@ -784,19 +785,19 @@ inline bool operator>=(const float16& a, const float16& b) {
 // Arithmetic operators for float16, software emulated on other CPU
 #else
 inline float16 operator+(const float16& a, const float16& b) {
-  return float16(float(a) + float(b));
+  return float16(static_cast<float>(a) + static_cast<float>(b));
 }
 
 inline float16 operator-(const float16& a, const float16& b) {
-  return float16(float(a) - float(b));
+  return float16(static_cast<float>(a) - static_cast<float>(b));
 }
 
 inline float16 operator*(const float16& a, const float16& b) {
-  return float16(float(a) * float(b));
+  return float16(static_cast<float>(a) * static_cast<float>(b));
 }
 
 inline float16 operator/(const float16& a, const float16& b) {
-  return float16(float(a) / float(b));
+  return float16(static_cast<float>(a) / static_cast<float>(b));
 }
 
 inline float16 operator-(const float16& a) {
@@ -805,51 +806,57 @@ inline float16 operator-(const float16& a) {
   return res;
 }
 
-inline float16& operator+=(float16& a, const float16& b) {
-  a = float16(float(a) + float(b));
+inline float16& operator+=(float16& a, const float16& b) {  // NOLINT
+  a = float16(static_cast<float>(a) + static_cast<float>(b));
   return a;
 }
 
-inline float16& operator-=(float16& a, const float16& b) {
-  a = float16(float(a) - float(b));
+inline float16& operator-=(float16& a, const float16& b) {  // NOLINT
+  a = float16(static_cast<float>(a) - static_cast<float>(b));
   return a;
 }
 
-inline float16& operator*=(float16& a, const float16& b) {
-  a = float16(float(a) * float(b));
+inline float16& operator*=(float16& a, const float16& b) {  // NOLINT
+  a = float16(static_cast<float>(a) * static_cast<float>(b));
   return a;
 }
 
-inline float16& operator/=(float16& a, const float16& b) {
-  a = float16(float(a) / float(b));
+inline float16& operator/=(float16& a, const float16& b) {  // NOLINT
+  a = float16(static_cast<float>(a) / static_cast<float>(b));
   return a;
 }
 
 inline bool operator==(const float16& a, const float16& b) {
-  return float(a) == float(b);
+  return static_cast<float>(a) == static_cast<float>(b);
 }
 
 inline bool operator!=(const float16& a, const float16& b) {
-  return float(a) != float(b);
+  return static_cast<float>(a) != static_cast<float>(b);
 }
 
 inline bool operator<(const float16& a, const float16& b) {
-  return float(a) < float(b);
+  return static_cast<float>(a) < static_cast<float>(b);
 }
 
 inline bool operator<=(const float16& a, const float16& b) {
-  return float(a) <= float(b);
+  return static_cast<float>(a) <= static_cast<float>(b);
 }
 
 inline bool operator>(const float16& a, const float16& b) {
-  return float(a) > float(b);
+  return static_cast<float>(a) > static_cast<float>(b);
 }
 
 inline bool operator>=(const float16& a, const float16& b) {
-  return float(a) >= float(b);
+  return static_cast<float>(a) >= static_cast<float>(b);
 }
 #endif
 
+HOSTDEVICE inline float16 raw_uint16_to_float16(uint16_t a) {
+  float16 res;
+  res.x = a;
+  return res;
+}
+
 HOSTDEVICE inline bool(isnan)(const float16& a) {
 #if defined(PADDLE_CUDA_FP16) && defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530
   return __hisnan(half(a));
@@ -886,28 +893,116 @@ struct is_pod<paddle::platform::float16> {
       is_standard_layout<paddle::platform::float16>::value;
 };
 
+template <>
+struct numeric_limits<paddle::platform::float16> {
+  static const bool is_specialized = true;
+  static const bool is_signed = true;
+  static const bool is_integer = false;
+  static const bool is_exact = false;
+  static const bool has_infinity = true;
+  static const bool has_quiet_NaN = true;
+  static const bool has_signaling_NaN = true;
+  static const float_denorm_style has_denorm = denorm_present;
+  static const bool has_denorm_loss = false;
+  static const std::float_round_style round_style = std::round_to_nearest;
+  static const bool is_iec559 = false;
+  static const bool is_bounded = false;
+  static const bool is_modulo = false;
+  static const int digits = 11;
+  static const int digits10 = 3;
+  static const int max_digits10 = 5;
+  static const int radix = 2;
+  static const int min_exponent = -13;
+  static const int min_exponent10 = -4;
+  static const int max_exponent = 16;
+  static const int max_exponent10 = 4;
+  static const bool traps = true;
+  static const bool tinyness_before = false;
+
+  static paddle::platform::float16(min)() {
+    return paddle::platform::raw_uint16_to_float16(0x400);
+  }
+  static paddle::platform::float16 lowest() {
+    return paddle::platform::raw_uint16_to_float16(0xfbff);
+  }
+  static paddle::platform::float16(max)() {
+    return paddle::platform::raw_uint16_to_float16(0x7bff);
+  }
+  static paddle::platform::float16 epsilon() {
+    return paddle::platform::raw_uint16_to_float16(0x0800);
+  }
+  static paddle::platform::float16 round_error() {
+    return paddle::platform::float16(0.5);
+  }
+  static paddle::platform::float16 infinity() {
+    return paddle::platform::raw_uint16_to_float16(0x7c00);
+  }
+  static paddle::platform::float16 quiet_NaN() {
+    return paddle::platform::raw_uint16_to_float16(0x7e00);
+  }
+  static paddle::platform::float16 signaling_NaN() {
+    return paddle::platform::raw_uint16_to_float16(0x7e00);
+  }
+  static paddle::platform::float16 denorm_min() {
+    return paddle::platform::raw_uint16_to_float16(0x1);
+  }
+};
+
 }  // namespace std
 
 namespace Eigen {
+
+using float16 = paddle::platform::float16;
+
+template <>
+struct NumTraits<float16> : GenericNumTraits<float16> {
+  enum {
+    IsSigned = true,
+    IsInteger = false,
+    IsComplex = false,
+    RequireInitialization = false
+  };
+
+  HOSTDEVICE static inline float16 epsilon() {
+    return paddle::platform::raw_uint16_to_float16(0x0800);
+  }
+  HOSTDEVICE static inline float16 dummy_precision() { return float16(1e-2f); }
+  HOSTDEVICE static inline float16 highest() {
+    return paddle::platform::raw_uint16_to_float16(0x7bff);
+  }
+  HOSTDEVICE static inline float16 lowest() {
+    return paddle::platform::raw_uint16_to_float16(0xfbff);
+  }
+  HOSTDEVICE static inline float16 infinity() {
+    return paddle::platform::raw_uint16_to_float16(0x7c00);
+  }
+  HOSTDEVICE static inline float16 quiet_NaN() {
+    return paddle::platform::raw_uint16_to_float16(0x7c01);
+  }
+};
+
 namespace numext {
 
 template <>
-EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE bool(isnan)(
-    const paddle::platform::float16& a) {
+HOSTDEVICE inline bool(isnan)(const float16& a) {
   return (paddle::platform::isnan)(a);
 }
 
 template <>
-EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE bool(isinf)(
-    const paddle::platform::float16& a) {
+HOSTDEVICE inline bool(isinf)(const float16& a) {
   return (paddle::platform::isinf)(a);
 }
 
 template <>
-EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE bool(isfinite)(
-    const paddle::platform::float16& a) {
+HOSTDEVICE inline bool(isfinite)(const float16& a) {
   return (paddle::platform::isfinite)(a);
 }
 
+template <>
+HOSTDEVICE inline float16 exp(const float16& a) {
+  return float16(::expf(static_cast<float>(a)));
+}
+
 }  // namespace numext
+
 }  // namespace Eigen
diff --git a/python/paddle/fluid/tests/unittests/test_softmax_op.py b/python/paddle/fluid/tests/unittests/test_softmax_op.py
index 33d60c7e31..279f3073f7 100644
--- a/python/paddle/fluid/tests/unittests/test_softmax_op.py
+++ b/python/paddle/fluid/tests/unittests/test_softmax_op.py
@@ -68,6 +68,17 @@ class TestSoftmaxCUDNNOp(TestSoftmaxOp):
         self.use_cudnn = True
 
 
+class TestSoftmaxFP16Op(TestSoftmaxOp):
+    def init_kernel_type(self):
+        self.dtype = np.float16
+
+    def test_check_output(self):
+        if core.is_compiled_with_cuda():
+            place = core.CUDAPlace(0)
+            if core.is_float16_supported(place):
+                self.check_output_with_place(place, atol=1e-3)
+
+
 class TestSoftmaxFP16CUDNNOp(TestSoftmaxOp):
     def init_kernel_type(self):
         self.use_cudnn = True

From 560d960b2709c38922e913e7bd00e5362d75e1f2 Mon Sep 17 00:00:00 2001
From: xuwei06 <xuwei06@baidu.com>
Date: Fri, 6 Apr 2018 15:42:52 -0700
Subject: [PATCH 69/79] Fix a minor bug for distributed_spliter.round_robin

Also fixed typo and comments.
---
 python/paddle/fluid/distribute_transpiler.py      | 12 ++++++------
 ...ributed_spliter.py => distributed_splitter.py} | 15 +++++++++++----
 2 files changed, 17 insertions(+), 10 deletions(-)
 rename python/paddle/fluid/{distributed_spliter.py => distributed_splitter.py} (78%)

diff --git a/python/paddle/fluid/distribute_transpiler.py b/python/paddle/fluid/distribute_transpiler.py
index 31bedb592f..7a2a81be9f 100644
--- a/python/paddle/fluid/distribute_transpiler.py
+++ b/python/paddle/fluid/distribute_transpiler.py
@@ -17,7 +17,7 @@ import framework
 from framework import Program, default_main_program, default_startup_program, Parameter, Variable
 import optimizer
 from layer_helper import LayerHelper
-from distributed_spliter import *
+import distributed_splitter as splitter
 import math
 from . import core
 import debuger
@@ -36,7 +36,7 @@ class VarBlock:
 
 class UnionFind(object):
     """ Union-find data struct.
-    
+
     Union-find is a data struct that keeps track of a set of elements partitioned
     into a number of disjoint (non-overlapping) subsets.
 
@@ -138,7 +138,7 @@ class DistributeTranspiler:
                   program=None,
                   pservers="127.0.0.1:6174",
                   trainers=1,
-                  split_method=round_robin):
+                  split_method=splitter.round_robin):
         """
             Transpile the program to distributed data-parallelism programs.
             The main_program will be transformed to use a remote parameter server
@@ -303,7 +303,7 @@ class DistributeTranspiler:
         # If two ops are connected, we could add these two ops
         # into one set.
         ufind = self._create_ufind(self.optimize_ops)
-        # step 4.2 
+        # step 4.2
         # Iterate through the ops and append optimize op which
         # located on current pserver
         opt_op_on_pserver = []
@@ -312,7 +312,7 @@ class DistributeTranspiler:
                 opt_op_on_pserver.append(op)
         # step 4.3
         # Iterate through the ops, and if an op and the optimize ops
-        # which located on current pserver are in one set, then 
+        # which located on current pserver are in one set, then
         # append it into the sub program.
 
         # We try to put optimization program run parallelly, assume
@@ -752,7 +752,7 @@ class DistributeTranspiler:
 
     def _is_opt_op(self, op):
         # NOTE: It's a HACK implement.
-        # optimize op: SGDOptimize, MomentumOptimizer, AdamOptimizer and etc... 
+        # optimize op: SGDOptimize, MomentumOptimizer, AdamOptimizer and etc...
         if "Param" in op.input_names and \
             "LearningRate" in op.input_names:
             return True
diff --git a/python/paddle/fluid/distributed_spliter.py b/python/paddle/fluid/distributed_splitter.py
similarity index 78%
rename from python/paddle/fluid/distributed_spliter.py
rename to python/paddle/fluid/distributed_splitter.py
index d288b27ba0..060c1df8ad 100644
--- a/python/paddle/fluid/distributed_spliter.py
+++ b/python/paddle/fluid/distributed_splitter.py
@@ -17,8 +17,10 @@ def hash_name(varlist, pserver_endpoints):
     """
     hash variable names to several endpoints.
 
-    :param varlist: a list of Variables
-    :return: a map of pserver endpoint -> varname
+    Args:
+        varlist(list): a list of Variables
+
+    Returns(dict): a map of pserver endpoint -> varname
     """
 
     def _hash_block(block_str, total):
@@ -34,9 +36,14 @@ def hash_name(varlist, pserver_endpoints):
 
 def round_robin(varlist, pserver_endpoints):
     """
-    distribute variables to several endpoints.
+    Distribute variables to several endpoints.
+    Args:
+        varlist(list): a list of variables
+        pserver_endpoints(list): a list of pserver endpoints
+
+    Returns(list[int]): the endpoint for each variable
     """
-    assert (len(varlist) > len(pserver_endpoints))
+    assert (len(varlist) >= len(pserver_endpoints))
 
     eplist = []
     pserver_idx = 0

From 6ba262572c0e4a1b8c39830ed336693b301f39fd Mon Sep 17 00:00:00 2001
From: lgone2000 <lgone2000@gmail.com>
Date: Sat, 7 Apr 2018 12:09:02 +0800
Subject: [PATCH 70/79] fix test_conv2d_op when compile without cuda (#9698)

---
 python/paddle/fluid/tests/unittests/test_conv2d_op.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/python/paddle/fluid/tests/unittests/test_conv2d_op.py b/python/paddle/fluid/tests/unittests/test_conv2d_op.py
index 4b6e3fb69a..65606a0b43 100644
--- a/python/paddle/fluid/tests/unittests/test_conv2d_op.py
+++ b/python/paddle/fluid/tests/unittests/test_conv2d_op.py
@@ -97,8 +97,11 @@ class TestConv2dOp(OpTest):
         }
         self.outputs = {'Output': output}
 
+    def testcudnn(self):
+        return core.is_compiled_with_cuda() and self.use_cudnn
+
     def test_check_output(self):
-        if self.use_cudnn:
+        if self.testcudnn():
             place = core.CUDAPlace(0)
             self.check_output_with_place(place, atol=1e-5)
         else:
@@ -107,7 +110,7 @@ class TestConv2dOp(OpTest):
     def test_check_grad(self):
         if self.dtype == np.float16:
             return
-        if self.use_cudnn:
+        if self.testcudnn():
             place = core.CUDAPlace(0)
             self.check_grad_with_place(
                 place,
@@ -121,7 +124,7 @@ class TestConv2dOp(OpTest):
     def test_check_grad_no_filter(self):
         if self.dtype == np.float16:
             return
-        if self.use_cudnn:
+        if self.testcudnn():
             place = core.CUDAPlace(0)
             self.check_grad_with_place(
                 place, ['Input'],
@@ -138,7 +141,7 @@ class TestConv2dOp(OpTest):
     def test_check_grad_no_input(self):
         if self.dtype == np.float16:
             return
-        if self.use_cudnn:
+        if self.testcudnn():
             place = core.CUDAPlace(0)
             self.check_grad_with_place(
                 place, ['Filter'],

From 1543c4cf6ab2df8ec4e8f5b526674294ef3ec56d Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Fri, 6 Apr 2018 21:15:58 -0700
Subject: [PATCH 71/79] Fix cpplint errors of paddle/fluid/pybind and add some
 tests (#9694)

* cpplint test and add tesnor_py_test.cc

* Update

* Update
---
 paddle/fluid/pybind/CMakeLists.txt    |   2 +
 paddle/fluid/pybind/const_value.cc    |  12 +-
 paddle/fluid/pybind/const_value.h     |   9 +-
 paddle/fluid/pybind/exception.cc      |   7 +-
 paddle/fluid/pybind/exception.h       |   7 +-
 paddle/fluid/pybind/protobuf.cc       | 278 +++++++++++++-------------
 paddle/fluid/pybind/protobuf.h        |  14 +-
 paddle/fluid/pybind/pybind.cc         |  14 +-
 paddle/fluid/pybind/recordio.cc       |  12 +-
 paddle/fluid/pybind/recordio.h        |   3 +-
 paddle/fluid/pybind/tensor_py.h       | 107 +++++-----
 paddle/fluid/pybind/tensor_py_test.cc |  44 ++++
 12 files changed, 291 insertions(+), 218 deletions(-)
 create mode 100644 paddle/fluid/pybind/tensor_py_test.cc

diff --git a/paddle/fluid/pybind/CMakeLists.txt b/paddle/fluid/pybind/CMakeLists.txt
index ada69ea4a4..787925d9f8 100644
--- a/paddle/fluid/pybind/CMakeLists.txt
+++ b/paddle/fluid/pybind/CMakeLists.txt
@@ -15,4 +15,6 @@ if(WITH_PYTHON)
       target_link_libraries(paddle_pybind rt)
     endif(NOT APPLE AND NOT ANDROID)
   endif(WITH_AMD_GPU)
+
+  cc_test(tensor_py_test SRCS tensor_py_test.cc DEPS python)
 endif(WITH_PYTHON)
diff --git a/paddle/fluid/pybind/const_value.cc b/paddle/fluid/pybind/const_value.cc
index 6657b25ed2..3f28e61649 100644
--- a/paddle/fluid/pybind/const_value.cc
+++ b/paddle/fluid/pybind/const_value.cc
@@ -12,17 +12,17 @@ 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 "const_value.h"
+#include "paddle/fluid/pybind/const_value.h"
 #include "paddle/fluid/framework/operator.h"
 
 namespace paddle {
 namespace pybind {
 
-void BindConstValue(pybind11::module& m) {
-  m.def("kEmptyVarName", [] { return framework::kEmptyVarName; });
-  m.def("kTempVarName", [] { return framework::kTempVarName; });
-  m.def("kGradVarSuffix", [] { return framework::kGradVarSuffix; });
-  m.def("kZeroVarSuffix", [] { return framework::kZeroVarSuffix; });
+void BindConstValue(pybind11::module* m) {
+  m->def("kEmptyVarName", [] { return framework::kEmptyVarName; });
+  m->def("kTempVarName", [] { return framework::kTempVarName; });
+  m->def("kGradVarSuffix", [] { return framework::kGradVarSuffix; });
+  m->def("kZeroVarSuffix", [] { return framework::kZeroVarSuffix; });
 }
 
 }  // namespace pybind
diff --git a/paddle/fluid/pybind/const_value.h b/paddle/fluid/pybind/const_value.h
index 79e71e039d..2fab3160d1 100644
--- a/paddle/fluid/pybind/const_value.h
+++ b/paddle/fluid/pybind/const_value.h
@@ -11,16 +11,17 @@ 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 <Python.h>
+
 #include "paddle/fluid/platform/enforce.h"
 #include "pybind11/pybind11.h"
 
-namespace py = pybind11;
-
 namespace paddle {
 namespace pybind {
-extern void BindConstValue(pybind11::module& m);
+
+void BindConstValue(pybind11::module* m);
+
 }  // namespace pybind
 }  // namespace paddle
diff --git a/paddle/fluid/pybind/exception.cc b/paddle/fluid/pybind/exception.cc
index 4bd3ecf728..08a2f185e1 100644
--- a/paddle/fluid/pybind/exception.cc
+++ b/paddle/fluid/pybind/exception.cc
@@ -17,8 +17,8 @@ limitations under the License. */
 namespace paddle {
 namespace pybind {
 
-void BindException(pybind11::module& m) {
-  static pybind11::exception<platform::EnforceNotMet> exc(m, "EnforceNotMet");
+void BindException(pybind11::module* m) {
+  static pybind11::exception<platform::EnforceNotMet> exc(*m, "EnforceNotMet");
   pybind11::register_exception_translator([](std::exception_ptr p) {
     try {
       if (p) std::rethrow_exception(p);
@@ -27,7 +27,8 @@ void BindException(pybind11::module& m) {
     }
   });
 
-  m.def("__unittest_throw_exception__", [] { PADDLE_THROW("test exception"); });
+  m->def("__unittest_throw_exception__",
+         [] { PADDLE_THROW("test exception"); });
 }
 
 }  // namespace pybind
diff --git a/paddle/fluid/pybind/exception.h b/paddle/fluid/pybind/exception.h
index bc6b0c0679..5e05426736 100644
--- a/paddle/fluid/pybind/exception.h
+++ b/paddle/fluid/pybind/exception.h
@@ -11,14 +11,17 @@ 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 <Python.h>
+
 #include "paddle/fluid/platform/enforce.h"
 #include "pybind11/pybind11.h"
+
 namespace paddle {
 namespace pybind {
 
-extern void BindException(pybind11::module& m);
+void BindException(pybind11::module* m);
+
 }  // namespace pybind
 }  // namespace paddle
diff --git a/paddle/fluid/pybind/protobuf.cc b/paddle/fluid/pybind/protobuf.cc
index 985984983a..2fe8290363 100644
--- a/paddle/fluid/pybind/protobuf.cc
+++ b/paddle/fluid/pybind/protobuf.cc
@@ -11,12 +11,13 @@ 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/pybind/protobuf.h"
+
 #include <deque>
 #include <iostream>
 #include <string>
 #include <tuple>
+
 #include "paddle/fluid/framework/backward.h"
 #include "paddle/fluid/framework/block_desc.h"
 #include "paddle/fluid/framework/op_desc.h"
@@ -97,10 +98,11 @@ struct type_caster<boost::variant<Args...>>
 namespace paddle {
 namespace pybind {
 
-using namespace paddle::framework;  // NOLINT
+namespace pd = paddle::framework;
 
 template <typename T>
-static py::bytes SerializeMessage(T &self) {  // NOLINT
+static pybind11::bytes SerializeMessage(
+    T &self) {  // NOLINT due to pybind11 convention.
   // Check IsInitialized in Python
   std::string retv;
   PADDLE_ENFORCE(self.Proto()->SerializePartialToString(&retv),
@@ -109,24 +111,24 @@ static py::bytes SerializeMessage(T &self) {  // NOLINT
 }
 
 // Bind Methods
-void BindProgramDesc(py::module &m) {  // NOLINT
-  py::class_<ProgramDesc>(m, "ProgramDesc", "")
-      .def(py::init<>())
+void BindProgramDesc(pybind11::module *m) {
+  pybind11::class_<pd::ProgramDesc>(*m, "ProgramDesc", "")
+      .def(pybind11::init<>())
       .def("__init__",
-           [](ProgramDesc &self, const ProgramDesc &other) {
-             new (&self) ProgramDesc(other);
+           [](pd::ProgramDesc &self, const pd::ProgramDesc &other) {
+             new (&self) pd::ProgramDesc(other);
            })
       .def("__init__",
-           [](ProgramDesc &self, const py::bytes &binary_str) {
+           [](pd::ProgramDesc &self, const pybind11::bytes &binary_str) {
              std::string str(binary_str);
-             new (&self) ProgramDesc(str);
+             new (&self) pd::ProgramDesc(str);
            })
-      .def("append_block", &ProgramDesc::AppendBlock,
-           py::return_value_policy::reference)
+      .def("append_block", &pd::ProgramDesc::AppendBlock,
+           pybind11::return_value_policy::reference)
       .def("append_backward",
-           [](ProgramDesc &program_desc, const VarDesc &target,
+           [](pd::ProgramDesc &program_desc, const pd::VarDesc &target,
               const std::unordered_set<std::string> &no_grad_vars) {
-             ParamGradInfoMap param_grad_map =
+             pd::ParamGradInfoMap param_grad_map =
                  AppendBackward(program_desc, target, no_grad_vars);
              std::unordered_map<
                  std::string, std::tuple<std::string /* grad_var_name */,
@@ -140,178 +142,184 @@ void BindProgramDesc(py::module &m) {  // NOLINT
              }
              return retv;
            })
-      .def("block", &ProgramDesc::MutableBlock,
-           py::return_value_policy::reference)
-      .def("num_blocks", &ProgramDesc::Size)
-      .def("serialize_to_string", SerializeMessage<ProgramDesc>)
+      .def("block", &pd::ProgramDesc::MutableBlock,
+           pybind11::return_value_policy::reference)
+      .def("num_blocks", &pd::ProgramDesc::Size)
+      .def("serialize_to_string", SerializeMessage<pd::ProgramDesc>)
       .def("parse_from_string",
-           [](ProgramDesc &program_desc, const std::string &data) {
-             proto::ProgramDesc *desc = program_desc.Proto();
+           [](pd::ProgramDesc &program_desc, const std::string &data) {
+             pd::proto::ProgramDesc *desc = program_desc.Proto();
              PADDLE_ENFORCE(desc->ParseFromString(data),
                             "Fail to parse ProgramDesc from string. This could "
                             "be a bug of Paddle.");
            });
 }
 
-void BindBlockDesc(py::module &m) {  // NOLINT
-  py::class_<BlockDesc>(m, "BlockDesc", "")
-      .def_property_readonly("id", &BlockDesc::ID)
-      .def_property_readonly("parent", &BlockDesc::Parent)
-      .def("get_forward_block_idx", &BlockDesc::ForwardBlockID)
-      .def("set_forward_block_idx", &BlockDesc::SetForwardBlockID)
-      .def("append_op", &BlockDesc::AppendOp,
-           py::return_value_policy::reference)
-      .def("prepend_op", &BlockDesc::PrependOp,
-           py::return_value_policy::reference)
-      .def("insert_op", &BlockDesc::InsertOp,
-           py::return_value_policy::reference)
-      .def("remove_op", &BlockDesc::RemoveOp)
+void BindBlockDesc(pybind11::module *m) {
+  pybind11::class_<pd::BlockDesc>(*m, "BlockDesc", "")
+      .def_property_readonly("id", &pd::BlockDesc::ID)
+      .def_property_readonly("parent", &pd::BlockDesc::Parent)
+      .def("get_forward_block_idx", &pd::BlockDesc::ForwardBlockID)
+      .def("set_forward_block_idx", &pd::BlockDesc::SetForwardBlockID)
+      .def("append_op", &pd::BlockDesc::AppendOp,
+           pybind11::return_value_policy::reference)
+      .def("prepend_op", &pd::BlockDesc::PrependOp,
+           pybind11::return_value_policy::reference)
+      .def("insert_op", &pd::BlockDesc::InsertOp,
+           pybind11::return_value_policy::reference)
+      .def("remove_op", &pd::BlockDesc::RemoveOp)
       .def("var",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.Var(name);
            },
-           py::return_value_policy::reference)
+           pybind11::return_value_policy::reference)
       .def("has_var",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.HasVar(name);
            },
-           py::return_value_policy::reference)
+           pybind11::return_value_policy::reference)
       .def("rename_var",
-           [](BlockDesc &self, const py::bytes &byte_name,
-              const py::bytes &byte_name_new) {
+           [](pd::BlockDesc &self, const pybind11::bytes &byte_name,
+              const pybind11::bytes &byte_name_new) {
              std::string name = byte_name;
              std::string new_name = byte_name_new;
              self.RenameVar(name, new_name);
            })
       .def("has_var_recursive",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.HasVarRecursive(name);
            })
       .def("find_var",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.FindVar(name);
            },
-           py::return_value_policy::reference)
+           pybind11::return_value_policy::reference)
       .def("find_var_recursive",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.FindVarRecursive(name);
            },
-           py::return_value_policy::reference)
+           pybind11::return_value_policy::reference)
       .def("remove_var",
-           [](BlockDesc &self, py::bytes byte_name) {
+           [](pd::BlockDesc &self, pybind11::bytes byte_name) {
              std::string name = byte_name;
              return self.RemoveVar(name);
            },
-           py::return_value_policy::reference)
-      .def("all_vars", &BlockDesc::AllVars, py::return_value_policy::reference)
-      .def("op_size", &BlockDesc::OpSize)
-      .def("op", &BlockDesc::Op, py::return_value_policy::reference)
-      .def("serialize_to_string", SerializeMessage<BlockDesc>);
+           pybind11::return_value_policy::reference)
+      .def("all_vars", &pd::BlockDesc::AllVars,
+           pybind11::return_value_policy::reference)
+      .def("op_size", &pd::BlockDesc::OpSize)
+      .def("op", &pd::BlockDesc::Op, pybind11::return_value_policy::reference)
+      .def("serialize_to_string", SerializeMessage<pd::BlockDesc>);
 }
 
-void BindVarDsec(py::module &m) {  // NOLINT
-  py::class_<VarDesc> var_desc(m, "VarDesc", "");
+void BindVarDsec(pybind11::module *m) {
+  pybind11::class_<pd::VarDesc> var_desc(*m, "VarDesc", "");
   var_desc
       .def("name",
-           [](VarDesc &self) {
-             py::bytes name = self.Name();
+           [](pd::VarDesc &self) {
+             pybind11::bytes name = self.Name();
              return name;
            },
-           py::return_value_policy::reference)
-      .def("set_name", &VarDesc::SetName)
-      .def("set_shape", &VarDesc::SetShape)
-      .def("set_shapes", &VarDesc::SetShapes)
-      .def("set_dtype", &VarDesc::SetDataType)
-      .def("set_dtypes", &VarDesc::SetDataTypes)
-      .def("set_capacity", &VarDesc::SetCapacity)
-      .def("shape", &VarDesc::GetShape, py::return_value_policy::reference)
-      .def("shapes", &VarDesc::GetShapes, py::return_value_policy::reference)
-      .def("dtype", &VarDesc::GetDataType, py::return_value_policy::reference)
-      .def("dtypes", &VarDesc::GetDataTypes, py::return_value_policy::reference)
-      .def("lod_level", &VarDesc::GetLoDLevel)
-      .def("lod_levels", &VarDesc::GetLoDLevels,
-           py::return_value_policy::reference)
-      .def("set_lod_level", &VarDesc::SetLoDLevel)
-      .def("set_lod_levels", &VarDesc::SetLoDLevels)
-      .def("type", &VarDesc::GetType)
-      .def("set_type", &VarDesc::SetType)
-      .def("serialize_to_string", SerializeMessage<VarDesc>)
-      .def("persistable", &VarDesc::Persistable)
-      .def("set_persistable", &VarDesc::SetPersistable);
+           pybind11::return_value_policy::reference)
+      .def("set_name", &pd::VarDesc::SetName)
+      .def("set_shape", &pd::VarDesc::SetShape)
+      .def("set_shapes", &pd::VarDesc::SetShapes)
+      .def("set_dtype", &pd::VarDesc::SetDataType)
+      .def("set_dtypes", &pd::VarDesc::SetDataTypes)
+      .def("set_capacity", &pd::VarDesc::SetCapacity)
+      .def("shape", &pd::VarDesc::GetShape,
+           pybind11::return_value_policy::reference)
+      .def("shapes", &pd::VarDesc::GetShapes,
+           pybind11::return_value_policy::reference)
+      .def("dtype", &pd::VarDesc::GetDataType,
+           pybind11::return_value_policy::reference)
+      .def("dtypes", &pd::VarDesc::GetDataTypes,
+           pybind11::return_value_policy::reference)
+      .def("lod_level", &pd::VarDesc::GetLoDLevel)
+      .def("lod_levels", &pd::VarDesc::GetLoDLevels,
+           pybind11::return_value_policy::reference)
+      .def("set_lod_level", &pd::VarDesc::SetLoDLevel)
+      .def("set_lod_levels", &pd::VarDesc::SetLoDLevels)
+      .def("type", &pd::VarDesc::GetType)
+      .def("set_type", &pd::VarDesc::SetType)
+      .def("serialize_to_string", SerializeMessage<pd::VarDesc>)
+      .def("persistable", &pd::VarDesc::Persistable)
+      .def("set_persistable", &pd::VarDesc::SetPersistable);
 
-  py::enum_<proto::VarType::Type>(var_desc, "VarType", "")
-      .value("BOOL", proto::VarType::BOOL)
-      .value("INT16", proto::VarType::INT16)
-      .value("INT32", proto::VarType::INT32)
-      .value("INT64", proto::VarType::INT64)
-      .value("FP16", proto::VarType::FP16)
-      .value("FP32", proto::VarType::FP32)
-      .value("FP64", proto::VarType::FP64)
-      .value("LOD_TENSOR", proto::VarType::LOD_TENSOR)
-      .value("SELECTED_ROWS", proto::VarType::SELECTED_ROWS)
-      .value("FEED_MINIBATCH", proto::VarType::FEED_MINIBATCH)
-      .value("FETCH_LIST", proto::VarType::FETCH_LIST)
-      .value("STEP_SCOPES", proto::VarType::STEP_SCOPES)
-      .value("LOD_RANK_TABLE", proto::VarType::LOD_RANK_TABLE)
-      .value("LOD_TENSOR_ARRAY", proto::VarType::LOD_TENSOR_ARRAY)
-      .value("CHANNEL", proto::VarType::CHANNEL)
-      .value("PLACE_LIST", proto::VarType::PLACE_LIST)
-      .value("READER", proto::VarType::READER)
-      .value("RAW", proto::VarType::RAW);
+  pybind11::enum_<pd::proto::VarType::Type>(var_desc, "VarType", "")
+      .value("BOOL", pd::proto::VarType::BOOL)
+      .value("INT16", pd::proto::VarType::INT16)
+      .value("INT32", pd::proto::VarType::INT32)
+      .value("INT64", pd::proto::VarType::INT64)
+      .value("FP16", pd::proto::VarType::FP16)
+      .value("FP32", pd::proto::VarType::FP32)
+      .value("FP64", pd::proto::VarType::FP64)
+      .value("LOD_TENSOR", pd::proto::VarType::LOD_TENSOR)
+      .value("SELECTED_ROWS", pd::proto::VarType::SELECTED_ROWS)
+      .value("FEED_MINIBATCH", pd::proto::VarType::FEED_MINIBATCH)
+      .value("FETCH_LIST", pd::proto::VarType::FETCH_LIST)
+      .value("STEP_SCOPES", pd::proto::VarType::STEP_SCOPES)
+      .value("LOD_RANK_TABLE", pd::proto::VarType::LOD_RANK_TABLE)
+      .value("LOD_TENSOR_ARRAY", pd::proto::VarType::LOD_TENSOR_ARRAY)
+      .value("CHANNEL", pd::proto::VarType::CHANNEL)
+      .value("PLACE_LIST", pd::proto::VarType::PLACE_LIST)
+      .value("READER", pd::proto::VarType::READER)
+      .value("RAW", pd::proto::VarType::RAW);
 }
 
-void BindOpDesc(py::module &m) {  // NOLINT
-  py::enum_<proto::AttrType>(m, "AttrType", "")
-      .value("INT", proto::AttrType::INT)
-      .value("INTS", proto::AttrType::INTS)
-      .value("FLOAT", proto::AttrType::FLOAT)
-      .value("FLOATS", proto::AttrType::FLOATS)
-      .value("STRING", proto::AttrType::STRING)
-      .value("STRINGS", proto::AttrType::STRINGS)
-      .value("BOOL", proto::AttrType::BOOLEAN)
-      .value("BOOLS", proto::AttrType::BOOLEANS)
-      .value("BLOCK", proto::AttrType::BLOCK);
+void BindOpDesc(pybind11::module *m) {
+  pybind11::enum_<pd::proto::AttrType>(*m, "AttrType", "")
+      .value("INT", pd::proto::AttrType::INT)
+      .value("INTS", pd::proto::AttrType::INTS)
+      .value("FLOAT", pd::proto::AttrType::FLOAT)
+      .value("FLOATS", pd::proto::AttrType::FLOATS)
+      .value("STRING", pd::proto::AttrType::STRING)
+      .value("STRINGS", pd::proto::AttrType::STRINGS)
+      .value("BOOL", pd::proto::AttrType::BOOLEAN)
+      .value("BOOLS", pd::proto::AttrType::BOOLEANS)
+      .value("BLOCK", pd::proto::AttrType::BLOCK);
 
-  py::class_<OpDesc> op_desc(m, "OpDesc", "");
+  pybind11::class_<pd::OpDesc> op_desc(*m, "OpDesc", "");
   op_desc
-      .def("__init__", [](OpDesc &self) { new (&self) OpDesc(); },
-           py::return_value_policy::reference)
-      .def("copy_from", &OpDesc::CopyFrom)
-      .def("type", &OpDesc::Type)
-      .def("set_type", &OpDesc::SetType)
-      .def("input", &OpDesc::Input)
-      .def("input_names", &OpDesc::InputNames)
-      .def("output", &OpDesc::Output)
-      .def("output_names", &OpDesc::OutputNames)
-      .def("set_input", &OpDesc::SetInput)
-      .def("set_output", &OpDesc::SetOutput)
-      .def("input_arg_names", &OpDesc::InputArgumentNames)
-      .def("output_arg_names", &OpDesc::OutputArgumentNames)
-      .def("rename_input", &OpDesc::RenameInput)
-      .def("rename_output", &OpDesc::RenameOutput)
-      .def("has_attr", &OpDesc::HasAttr)
-      .def("attr_type", &OpDesc::GetAttrType)
-      .def("attr_names", &OpDesc::AttrNames)
-      .def("set_attr", &OpDesc::SetAttr)
-      .def("attr", &OpDesc::GetAttr)
-      .def("set_block_attr", &OpDesc::SetBlockAttr)
+      .def("__init__", [](pd::OpDesc &self) { new (&self) pd::OpDesc(); },
+           pybind11::return_value_policy::reference)
+      .def("copy_from", &pd::OpDesc::CopyFrom)
+      .def("type", &pd::OpDesc::Type)
+      .def("set_type", &pd::OpDesc::SetType)
+      .def("input", &pd::OpDesc::Input)
+      .def("input_names", &pd::OpDesc::InputNames)
+      .def("output", &pd::OpDesc::Output)
+      .def("output_names", &pd::OpDesc::OutputNames)
+      .def("set_input", &pd::OpDesc::SetInput)
+      .def("set_output", &pd::OpDesc::SetOutput)
+      .def("input_arg_names", &pd::OpDesc::InputArgumentNames)
+      .def("output_arg_names", &pd::OpDesc::OutputArgumentNames)
+      .def("rename_input", &pd::OpDesc::RenameInput)
+      .def("rename_output", &pd::OpDesc::RenameOutput)
+      .def("has_attr", &pd::OpDesc::HasAttr)
+      .def("attr_type", &pd::OpDesc::GetAttrType)
+      .def("attr_names", &pd::OpDesc::AttrNames)
+      .def("set_attr", &pd::OpDesc::SetAttr)
+      .def("attr", &pd::OpDesc::GetAttr)
+      .def("set_block_attr", &pd::OpDesc::SetBlockAttr)
       .def("set_serialized_attr",
-           [](OpDesc &self, const std::string &name,
-              const py::bytes &seriralized) {
+           [](pd::OpDesc &self, const std::string &name,
+              const pybind11::bytes &seriralized) {
              std::string ser(seriralized);
              self.SetAttr(name, ser);
            })
-      .def("block_attr", &OpDesc::GetBlockAttr)
-      .def("check_attrs", &OpDesc::CheckAttrs)
-      .def("infer_shape", &OpDesc::InferShape)
-      .def("infer_var_type", &OpDesc::InferVarType)
-      .def("serialize_to_string", SerializeMessage<OpDesc>)
-      .def("block", &OpDesc::Block, py::return_value_policy::reference);
+      .def("block_attr", &pd::OpDesc::GetBlockAttr)
+      .def("check_attrs", &pd::OpDesc::CheckAttrs)
+      .def("infer_shape", &pd::OpDesc::InferShape)
+      .def("infer_var_type", &pd::OpDesc::InferVarType)
+      .def("serialize_to_string", SerializeMessage<pd::OpDesc>)
+      .def("block", &pd::OpDesc::Block,
+           pybind11::return_value_policy::reference);
 }
 
 }  // namespace pybind
diff --git a/paddle/fluid/pybind/protobuf.h b/paddle/fluid/pybind/protobuf.h
index d0dc8936b3..e7370672a8 100644
--- a/paddle/fluid/pybind/protobuf.h
+++ b/paddle/fluid/pybind/protobuf.h
@@ -11,25 +11,25 @@ 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 <Python.h>
+
 #include <fstream>
 #include <vector>
+
 #include "paddle/fluid/platform/variant.h"
 #include "pybind11/numpy.h"
 #include "pybind11/pybind11.h"
 #include "pybind11/stl.h"
 
-namespace py = pybind11;
-
 namespace paddle {
 namespace pybind {
 
-void BindProgramDesc(py::module& m);
-void BindBlockDesc(py::module& m);
-void BindVarDsec(py::module& m);
-void BindOpDesc(py::module& m);
+void BindProgramDesc(pybind11::module* m);
+void BindBlockDesc(pybind11::module* m);
+void BindVarDsec(pybind11::module* m);
+void BindOpDesc(pybind11::module* m);
+
 }  // namespace pybind
 }  // namespace paddle
diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc
index 9bc3ff5128..748ad75a99 100644
--- a/paddle/fluid/pybind/pybind.cc
+++ b/paddle/fluid/pybind/pybind.cc
@@ -74,7 +74,7 @@ PYBIND11_PLUGIN(core) {
   // not cause namespace pollution.
   using namespace paddle::framework;  // NOLINT
 
-  BindException(m);
+  BindException(&m);
 
   py::class_<Tensor>(m, "Tensor", py::buffer_protocol())
       .def_buffer(
@@ -478,11 +478,11 @@ All parameter, weight, gradient are variables in Paddle.
   m.def("set_feed_variable", framework::SetFeedVariable);
   m.def("get_fetch_variable", framework::GetFetchVariable);
 
-  BindProgramDesc(m);
-  BindBlockDesc(m);
-  BindVarDsec(m);
-  BindOpDesc(m);
-  BindConstValue(m);
+  BindProgramDesc(&m);
+  BindBlockDesc(&m);
+  BindVarDsec(&m);
+  BindOpDesc(&m);
+  BindConstValue(&m);
 
   py::class_<framework::LoDRankTable>(m, "LodRankTable")
       .def("items", [](framework::LoDRankTable &table) {
@@ -553,7 +553,7 @@ All parameter, weight, gradient are variables in Paddle.
            })
       .def("run", &ParallelExecutor::Run);
 
-  BindRecordIOWriter(m);
+  BindRecordIOWriter(&m);
   return m.ptr();
 }
 }  // namespace pybind
diff --git a/paddle/fluid/pybind/recordio.cc b/paddle/fluid/pybind/recordio.cc
index 16f8bfb1a2..0644d91425 100644
--- a/paddle/fluid/pybind/recordio.cc
+++ b/paddle/fluid/pybind/recordio.cc
@@ -13,13 +13,19 @@
 // limitations under the License.
 
 #include "paddle/fluid/pybind/recordio.h"
+
 #include <fstream>
+#include <string>
+#include <vector>
+
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/recordio/writer.h"
 
 namespace paddle {
 namespace pybind {
 
+namespace {
+
 class RecordIOWriter {
  public:
   RecordIOWriter(const std::string& filename, recordio::Compressor compressor,
@@ -49,8 +55,10 @@ class RecordIOWriter {
   recordio::Writer writer_;
 };
 
-void BindRecordIOWriter(py::module& m) {
-  py::class_<RecordIOWriter> writer(m, "RecordIOWriter", "");
+}  // namespace
+
+void BindRecordIOWriter(py::module* m) {
+  py::class_<RecordIOWriter> writer(*m, "RecordIOWriter", "");
   py::enum_<recordio::Compressor>(writer, "Compressor", "")
       .value("Snappy", recordio::Compressor::kSnappy)
       .value("NoCompress", recordio::Compressor::kNoCompress);
diff --git a/paddle/fluid/pybind/recordio.h b/paddle/fluid/pybind/recordio.h
index 60e6a9e859..2555f9b719 100644
--- a/paddle/fluid/pybind/recordio.h
+++ b/paddle/fluid/pybind/recordio.h
@@ -21,6 +21,7 @@ namespace py = pybind11;
 namespace paddle {
 namespace pybind {
 
-extern void BindRecordIOWriter(py::module& m);
+void BindRecordIOWriter(py::module* m);
+
 }  // namespace pybind
 }  // namespace paddle
diff --git a/paddle/fluid/pybind/tensor_py.h b/paddle/fluid/pybind/tensor_py.h
index 868966433e..fbe953b2d8 100644
--- a/paddle/fluid/pybind/tensor_py.h
+++ b/paddle/fluid/pybind/tensor_py.h
@@ -23,12 +23,8 @@ limitations under the License. */
 #include "pybind11/numpy.h"
 #include "pybind11/pybind11.h"
 
-namespace py = pybind11;
-
 namespace paddle {
-
 namespace pybind {
-
 namespace details {
 
 template <bool less, size_t I, typename... ARGS>
@@ -36,16 +32,16 @@ struct CastToPyBufferImpl;
 
 template <size_t I, typename... ARGS>
 struct CastToPyBufferImpl<false, I, ARGS...> {
-  py::buffer_info operator()(framework::Tensor &tensor) {
+  pybind11::buffer_info operator()(const framework::Tensor &tensor) {
     PADDLE_THROW("This type of tensor cannot be expose to Python");
-    return py::buffer_info();
+    return pybind11::buffer_info();
   }
 };
 
 template <size_t I, typename... ARGS>
 struct CastToPyBufferImpl<true, I, ARGS...> {
   using CUR_TYPE = typename std::tuple_element<I, std::tuple<ARGS...>>::type;
-  py::buffer_info operator()(framework::Tensor &tensor) {
+  pybind11::buffer_info operator()(const framework::Tensor &tensor) {
     if (std::type_index(typeid(CUR_TYPE)) == tensor.type()) {
       auto dim_vec = framework::vectorize(tensor.dims());
       std::vector<size_t> dims_outside;
@@ -84,15 +80,15 @@ struct CastToPyBufferImpl<true, I, ARGS...> {
 
       if (std::type_index(typeid(CUR_TYPE)) ==
           std::type_index(typeid(platform::float16))) {
-        return py::buffer_info(dst_tensor.data<CUR_TYPE>(), sizeof(CUR_TYPE),
-                               "e", /* np.dtype('e') == np.float16 */
-                               (size_t)framework::arity(dst_tensor.dims()),
-                               dims_outside, strides);
+        return pybind11::buffer_info(
+            dst_tensor.data<CUR_TYPE>(), sizeof(CUR_TYPE),
+            "e", /* np.dtype('e') == np.float16 */
+            (size_t)framework::arity(dst_tensor.dims()), dims_outside, strides);
       } else {
-        return py::buffer_info(dst_tensor.data<CUR_TYPE>(), sizeof(CUR_TYPE),
-                               py::format_descriptor<CUR_TYPE>::format(),
-                               (size_t)framework::arity(dst_tensor.dims()),
-                               dims_outside, strides);
+        return pybind11::buffer_info(
+            dst_tensor.data<CUR_TYPE>(), sizeof(CUR_TYPE),
+            pybind11::format_descriptor<CUR_TYPE>::format(),
+            (size_t)framework::arity(dst_tensor.dims()), dims_outside, strides);
       }
     } else {
       constexpr bool less = I + 1 < std::tuple_size<std::tuple<ARGS...>>::value;
@@ -103,7 +99,7 @@ struct CastToPyBufferImpl<true, I, ARGS...> {
 
 }  // namespace details
 
-inline py::buffer_info CastToPyBuffer(framework::Tensor &tensor) {
+inline pybind11::buffer_info CastToPyBuffer(const framework::Tensor &tensor) {
   auto buffer_info =
       details::CastToPyBufferImpl<true, 0, float, int, double, int64_t, bool,
                                   platform::float16>()(tensor);
@@ -111,7 +107,7 @@ inline py::buffer_info CastToPyBuffer(framework::Tensor &tensor) {
 }
 
 template <typename T>
-T TensorGetElement(framework::Tensor &self, size_t offset) {
+T TensorGetElement(const framework::Tensor &self, size_t offset) {
   if (platform::is_cpu_place(self.place())) {
     return self.data<T>()[offset];
   } else {
@@ -123,31 +119,32 @@ T TensorGetElement(framework::Tensor &self, size_t offset) {
 
 // TODO(dzhwinter) : fix the redundent Tensor allocate and free
 template <typename T>
-void TensorSetElement(framework::Tensor &self, size_t offset, T elem) {
-  if (platform::is_gpu_place(self.place())) {
+void TensorSetElement(framework::Tensor *self, size_t offset, T elem) {
+  if (platform::is_gpu_place(self->place())) {
     std::shared_ptr<framework::Tensor> dst(new framework::Tensor);
-    framework::TensorCopy(self, platform::CPUPlace(), dst.get());
+    framework::TensorCopy(*self, platform::CPUPlace(), dst.get());
     dst->data<T>()[offset] = elem;
-    framework::TensorCopy(*dst.get(), self.place(), &self);
+    framework::TensorCopy(*dst.get(), self->place(), self);
 
-  } else if (platform::is_cpu_place(self.place())) {
-    self.data<T>()[offset] = elem;
+  } else if (platform::is_cpu_place(self->place())) {
+    self->data<T>()[offset] = elem;
   }
 }
 
 template <typename T>
 void PyCPUTensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<T, py::array::c_style | py::array::forcecast> array,
-    paddle::platform::CPUPlace &place) {
+    framework::Tensor *self,
+    pybind11::array_t<T, pybind11::array::c_style | pybind11::array::forcecast>
+        array,
+    paddle::platform::CPUPlace place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<T>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<T>(place);
   std::memcpy(dst, array.data(), sizeof(T) * array.size());
 }
 
@@ -155,34 +152,37 @@ template <>
 // This following specialization maps uint16_t in the parameter type to
 // platform::float16.
 void PyCPUTensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
-    paddle::platform::CPUPlace &place) {
+    framework::Tensor *self,
+    pybind11::array_t<uint16_t,
+                      pybind11::array::c_style | pybind11::array::forcecast>
+        array,
+    paddle::platform::CPUPlace place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<platform::float16>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<platform::float16>(place);
   std::memcpy(dst, array.data(), sizeof(uint16_t) * array.size());
 }
 
 #ifdef PADDLE_WITH_CUDA
 template <typename T>
 void PyCUDATensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<T, py::array::c_style | py::array::forcecast> array,
-    paddle::platform::CUDAPlace &place) {
+    framework::Tensor *self,
+    pybind11::array_t<T, pybind11::array::c_style | pybind11::array::forcecast>
+        array,
+    paddle::platform::CUDAPlace place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<T>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<T>(place);
 
   platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
   auto dev_ctx =
@@ -195,17 +195,19 @@ template <>
 // This following specialization maps uint16_t in the parameter type to
 // platform::float16.
 void PyCUDATensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
-    paddle::platform::CUDAPlace &place) {
+    framework::Tensor *self,
+    pybind11::array_t<uint16_t,
+                      pybind11::array::c_style | pybind11::array::forcecast>
+        array,
+    paddle::platform::CUDAPlace place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
   for (size_t i = 0; i < array.ndim(); ++i) {
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<platform::float16>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<platform::float16>(place);
 
   platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
   auto dev_ctx =
@@ -217,8 +219,9 @@ void PyCUDATensorSetFromArray(
 
 template <typename T>
 void PyCUDAPinnedTensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<T, py::array::c_style | py::array::forcecast> array,
+    framework::Tensor *self,
+    pybind11::array_t<T, pybind11::array::c_style | pybind11::array::forcecast>
+        array,
     const paddle::platform::CUDAPinnedPlace &place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
@@ -226,8 +229,8 @@ void PyCUDAPinnedTensorSetFromArray(
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<T>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<T>(place);
   std::memcpy(dst, array.data(), sizeof(T) * array.size());
 }
 
@@ -235,8 +238,10 @@ template <>
 // This following specialization maps uint16_t in the parameter type to
 // platform::float16.
 void PyCUDAPinnedTensorSetFromArray(
-    framework::Tensor &self,
-    py::array_t<uint16_t, py::array::c_style | py::array::forcecast> array,
+    framework::Tensor *self,
+    pybind11::array_t<uint16_t,
+                      pybind11::array::c_style | pybind11::array::forcecast>
+        array,
     const paddle::platform::CUDAPinnedPlace &place) {
   std::vector<int64_t> dims;
   dims.reserve(array.ndim());
@@ -244,8 +249,8 @@ void PyCUDAPinnedTensorSetFromArray(
     dims.push_back(static_cast<int>(array.shape()[i]));
   }
 
-  self.Resize(framework::make_ddim(dims));
-  auto *dst = self.mutable_data<platform::float16>(place);
+  self->Resize(framework::make_ddim(dims));
+  auto *dst = self->mutable_data<platform::float16>(place);
   std::memcpy(dst, array.data(), sizeof(uint16_t) * array.size());
 }
 #endif
diff --git a/paddle/fluid/pybind/tensor_py_test.cc b/paddle/fluid/pybind/tensor_py_test.cc
new file mode 100644
index 0000000000..1a0ae1d658
--- /dev/null
+++ b/paddle/fluid/pybind/tensor_py_test.cc
@@ -0,0 +1,44 @@
+//   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/pybind/tensor_py.h"
+
+#include <iostream>
+
+#include "gtest/gtest.h"
+#include "paddle/fluid/framework/tensor.h"
+
+TEST(TensorPy, CastToPyBufferImpl) {
+  typedef int ElemType;
+
+  paddle::framework::Tensor t;
+  auto d = paddle::framework::make_ddim({1, 2, 3});
+  int* p = t.mutable_data<ElemType>(d, paddle::platform::CPUPlace());
+  for (int i = 0; i < paddle::framework::product(d); ++i) {
+    p[i] = i;
+  }
+
+  pybind11::buffer_info bi = paddle::pybind::CastToPyBuffer(t);
+  EXPECT_EQ(bi.itemsize, static_cast<size_t>(sizeof(ElemType)));
+  EXPECT_EQ(bi.size, static_cast<size_t>(paddle::framework::product(d)));
+  EXPECT_EQ(bi.ndim, static_cast<size_t>(3));  // 3-dimensional as d.
+  EXPECT_EQ(bi.shape.size(), 3U);              // as Dim d.
+  EXPECT_EQ(bi.shape[0], static_cast<size_t>(1));
+  EXPECT_EQ(bi.shape[1], static_cast<size_t>(2));
+  EXPECT_EQ(bi.shape[2], static_cast<size_t>(3));
+  EXPECT_EQ(bi.strides.size(), 3U);  // 3-dimensional as d.
+  EXPECT_EQ(bi.strides[2], static_cast<size_t>(sizeof(ElemType)));
+  EXPECT_EQ(bi.strides[1], static_cast<size_t>(sizeof(ElemType) * 3));
+  EXPECT_EQ(bi.strides[0], static_cast<size_t>(sizeof(ElemType) * 2 * 3));
+}

From 5bb7d59e3aefc77ca8c8457d35082a66beafce75 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 00:14:10 -0700
Subject: [PATCH 72/79] Fix cpplint errors with paddle/fluid/inference (#9702)

* Correct inference

* Update

* Update
---
 .../tests/book/test_inference_fit_a_line.cc   |  4 +-
 .../test_inference_image_classification.cc    |  4 +-
 .../test_inference_label_semantic_roles.cc    | 18 +++----
 .../book/test_inference_recognize_digits.cc   |  4 +-
 .../book/test_inference_recommender_system.cc | 16 +++---
 .../test_inference_rnn_encoder_decoder.cc     |  6 +--
 .../test_inference_understand_sentiment.cc    |  4 +-
 .../tests/book/test_inference_word2vec.cc     | 10 ++--
 paddle/fluid/inference/tests/test_helper.h    | 50 +++++++++++--------
 9 files changed, 61 insertions(+), 55 deletions(-)

diff --git a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
index 8d8365a839..3e77dc166c 100644
--- a/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_fit_a_line.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -30,7 +30,7 @@ TEST(inference, fit_a_line) {
   // The second dim of the input tensor should be 13
   // The input data should be >= 0
   int64_t batch_size = 10;
-  SetupTensor<float>(input, {batch_size, 13}, static_cast<float>(0),
+  SetupTensor<float>(&input, {batch_size, 13}, static_cast<float>(0),
                      static_cast<float>(10));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
diff --git a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
index 954ca7a3e3..a6b6c3f828 100644
--- a/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_image_classification.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -35,7 +35,7 @@ TEST(inference, image_classification) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [0.0, 1.0].
-  SetupTensor<float>(input, {FLAGS_batch_size, 3, 32, 32},
+  SetupTensor<float>(&input, {FLAGS_batch_size, 3, 32, 32},
                      static_cast<float>(0), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
diff --git a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
index 31100494ff..84bb855fea 100644
--- a/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_label_semantic_roles.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -36,21 +36,21 @@ TEST(inference, label_semantic_roles) {
   int64_t predicate_dict_len = 3162;
   int64_t mark_dict_len = 2;
 
-  SetupLoDTensor(word, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&word, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(predicate, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&predicate, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(predicate_dict_len - 1));
-  SetupLoDTensor(ctx_n2, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&ctx_n2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_n1, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&ctx_n1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_0, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&ctx_0, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p1, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&ctx_p1, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(ctx_p2, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&ctx_p2, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
-  SetupLoDTensor(mark, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&mark, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(mark_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
index 82275d3ee1..f12828a268 100644
--- a/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_recognize_digits.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -35,7 +35,7 @@ TEST(inference, recognize_digits) {
   paddle::framework::LoDTensor input;
   // Use normilized image pixels as input data,
   // which should be in the range [-1.0, 1.0].
-  SetupTensor<float>(input, {FLAGS_batch_size, 1, 28, 28},
+  SetupTensor<float>(&input, {FLAGS_batch_size, 1, 28, 28},
                      static_cast<float>(-1), static_cast<float>(1));
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&input);
diff --git a/paddle/fluid/inference/tests/book/test_inference_recommender_system.cc b/paddle/fluid/inference/tests/book/test_inference_recommender_system.cc
index b42a33c9a9..70aa6b194d 100644
--- a/paddle/fluid/inference/tests/book/test_inference_recommender_system.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_recommender_system.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -36,25 +36,25 @@ TEST(inference, recommender_system) {
 
   // Use the first data from paddle.dataset.movielens.test() as input
   std::vector<int64_t> user_id_data = {1};
-  SetupTensor<int64_t>(user_id, {batch_size, 1}, user_id_data);
+  SetupTensor<int64_t>(&user_id, {batch_size, 1}, user_id_data);
 
   std::vector<int64_t> gender_id_data = {1};
-  SetupTensor<int64_t>(gender_id, {batch_size, 1}, gender_id_data);
+  SetupTensor<int64_t>(&gender_id, {batch_size, 1}, gender_id_data);
 
   std::vector<int64_t> age_id_data = {0};
-  SetupTensor<int64_t>(age_id, {batch_size, 1}, age_id_data);
+  SetupTensor<int64_t>(&age_id, {batch_size, 1}, age_id_data);
 
   std::vector<int64_t> job_id_data = {10};
-  SetupTensor<int64_t>(job_id, {batch_size, 1}, job_id_data);
+  SetupTensor<int64_t>(&job_id, {batch_size, 1}, job_id_data);
 
   std::vector<int64_t> movie_id_data = {783};
-  SetupTensor<int64_t>(movie_id, {batch_size, 1}, movie_id_data);
+  SetupTensor<int64_t>(&movie_id, {batch_size, 1}, movie_id_data);
 
   std::vector<int64_t> category_id_data = {10, 8, 9};
-  SetupLoDTensor<int64_t>(category_id, {3, 1}, {{0, 3}}, category_id_data);
+  SetupLoDTensor<int64_t>(&category_id, {3, 1}, {{0, 3}}, category_id_data);
 
   std::vector<int64_t> movie_title_data = {1069, 4140, 2923, 710, 988};
-  SetupLoDTensor<int64_t>(movie_title, {5, 1}, {{0, 5}}, movie_title_data);
+  SetupLoDTensor<int64_t>(&movie_title, {5, 1}, {{0, 5}}, movie_title_data);
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&user_id);
diff --git a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
index ea2d5ee092..e15c3f59ac 100644
--- a/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_rnn_encoder_decoder.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -32,9 +32,9 @@ TEST(inference, rnn_encoder_decoder) {
   paddle::framework::LoDTensor word_data, trg_word;
   paddle::framework::LoD lod{{0, 4, 10}};
 
-  SetupLoDTensor(word_data, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&word_data, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(1));
-  SetupLoDTensor(trg_word, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&trg_word, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
index 21ffd8d368..0dbb6a3040 100644
--- a/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_understand_sentiment.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -33,7 +33,7 @@ TEST(inference, understand_sentiment) {
   paddle::framework::LoD lod{{0, 4, 10}};
   int64_t word_dict_len = 5147;
 
-  SetupLoDTensor(words, lod, static_cast<int64_t>(0),
+  SetupLoDTensor(&words, lod, static_cast<int64_t>(0),
                  static_cast<int64_t>(word_dict_len - 1));
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
diff --git a/paddle/fluid/inference/tests/book/test_inference_word2vec.cc b/paddle/fluid/inference/tests/book/test_inference_word2vec.cc
index 1481760c52..c9328eb21b 100644
--- a/paddle/fluid/inference/tests/book/test_inference_word2vec.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_word2vec.cc
@@ -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 <gtest/gtest.h>
 #include "gflags/gflags.h"
+#include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
 
 DEFINE_string(dirname, "", "Directory of the inference model.");
@@ -33,10 +33,10 @@ TEST(inference, word2vec) {
   paddle::framework::LoD lod{{0, 1}};
   int64_t dict_size = 2073;  // The size of dictionary
 
-  SetupLoDTensor(first_word, lod, static_cast<int64_t>(0), dict_size - 1);
-  SetupLoDTensor(second_word, lod, static_cast<int64_t>(0), dict_size - 1);
-  SetupLoDTensor(third_word, lod, static_cast<int64_t>(0), dict_size - 1);
-  SetupLoDTensor(fourth_word, lod, static_cast<int64_t>(0), dict_size - 1);
+  SetupLoDTensor(&first_word, lod, static_cast<int64_t>(0), dict_size - 1);
+  SetupLoDTensor(&second_word, lod, static_cast<int64_t>(0), dict_size - 1);
+  SetupLoDTensor(&third_word, lod, static_cast<int64_t>(0), dict_size - 1);
+  SetupLoDTensor(&fourth_word, lod, static_cast<int64_t>(0), dict_size - 1);
 
   std::vector<paddle::framework::LoDTensor*> cpu_feeds;
   cpu_feeds.push_back(&first_word);
diff --git a/paddle/fluid/inference/tests/test_helper.h b/paddle/fluid/inference/tests/test_helper.h
index d8ffedf672..5118e66f1e 100644
--- a/paddle/fluid/inference/tests/test_helper.h
+++ b/paddle/fluid/inference/tests/test_helper.h
@@ -11,53 +11,59 @@ 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 <map>
+#include <random>
+#include <string>
+#include <vector>
 
-#include <time.h>
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/inference/io.h"
 #include "paddle/fluid/platform/profiler.h"
 
 template <typename T>
-void SetupTensor(paddle::framework::LoDTensor& input,
+void SetupTensor(paddle::framework::LoDTensor* input,
                  paddle::framework::DDim dims, T lower, T upper) {
-  srand(time(0));
-  T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
-  for (int i = 0; i < input.numel(); ++i) {
-    input_ptr[i] =
-        (static_cast<T>(rand()) / static_cast<T>(RAND_MAX)) * (upper - lower) +
-        lower;
+  std::mt19937 rng(100);  // An arbitrarily chosen but fixed seed.
+  std::uniform_real_distribution<double> uniform_dist(0, 1);
+
+  T* input_ptr = input->mutable_data<T>(dims, paddle::platform::CPUPlace());
+  for (int i = 0; i < input->numel(); ++i) {
+    input_ptr[i] = static_cast<T>(uniform_dist(rng) * (upper - lower) + lower);
   }
 }
 
 template <typename T>
-void SetupTensor(paddle::framework::LoDTensor& input,
-                 paddle::framework::DDim dims, std::vector<T>& data) {
+void SetupTensor(paddle::framework::LoDTensor* input,
+                 paddle::framework::DDim dims, const std::vector<T>& data) {
   CHECK_EQ(paddle::framework::product(dims), static_cast<int64_t>(data.size()));
-  T* input_ptr = input.mutable_data<T>(dims, paddle::platform::CPUPlace());
-  memcpy(input_ptr, data.data(), input.numel() * sizeof(T));
+  T* input_ptr = input->mutable_data<T>(dims, paddle::platform::CPUPlace());
+  memcpy(input_ptr, data.data(), input->numel() * sizeof(T));
 }
 
 template <typename T>
-void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::LoD& lod, T lower, T upper) {
-  input.set_lod(lod);
+void SetupLoDTensor(paddle::framework::LoDTensor* input,
+                    const paddle::framework::LoD& lod, T lower, T upper) {
+  input->set_lod(lod);
   int dim = lod[0][lod[0].size() - 1];
   SetupTensor<T>(input, {dim, 1}, lower, upper);
 }
 
 template <typename T>
-void SetupLoDTensor(paddle::framework::LoDTensor& input,
-                    paddle::framework::DDim dims, paddle::framework::LoD lod,
-                    std::vector<T>& data) {
+void SetupLoDTensor(paddle::framework::LoDTensor* input,
+                    paddle::framework::DDim dims,
+                    const paddle::framework::LoD lod,
+                    const std::vector<T>& data) {
   const size_t level = lod.size() - 1;
   CHECK_EQ(dims[0], static_cast<int64_t>((lod[level]).back()));
-  input.set_lod(lod);
+  input->set_lod(lod);
   SetupTensor<T>(input, dims, data);
 }
 
 template <typename T>
-void CheckError(paddle::framework::LoDTensor& output1,
-                paddle::framework::LoDTensor& output2) {
+void CheckError(const paddle::framework::LoDTensor& output1,
+                const paddle::framework::LoDTensor& output2) {
   // Check lod information
   EXPECT_EQ(output1.lod(), output2.lod());
 
@@ -85,7 +91,7 @@ void CheckError(paddle::framework::LoDTensor& output1,
 template <typename Place>
 void TestInference(const std::string& dirname,
                    const std::vector<paddle::framework::LoDTensor*>& cpu_feeds,
-                   std::vector<paddle::framework::LoDTensor*>& cpu_fetchs,
+                   const std::vector<paddle::framework::LoDTensor*>& cpu_fetchs,
                    const int repeat = 1, const bool is_combined = false) {
   // 1. Define place, executor, scope
   auto place = Place();

From ef4ee22668d0f135c0d3e7b3cc17fdc5262181a3 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 08:32:01 -0700
Subject: [PATCH 73/79] Fix cpplint errors with paddle/fluid/platform/cpu_info*
 (#9708)

---
 paddle/fluid/platform/cpu_info_test.cc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/paddle/fluid/platform/cpu_info_test.cc b/paddle/fluid/platform/cpu_info_test.cc
index 78332f90cd..aac882e846 100644
--- a/paddle/fluid/platform/cpu_info_test.cc
+++ b/paddle/fluid/platform/cpu_info_test.cc
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 #include "paddle/fluid/platform/cpu_info.h"
-#include "paddle/fluid/string/printf.h"
 
 #include <ostream>
 #include <sstream>
@@ -20,6 +19,7 @@
 #include "gflags/gflags.h"
 #include "glog/logging.h"
 #include "gtest/gtest.h"
+#include "paddle/fluid/string/printf.h"
 
 DECLARE_double(fraction_of_cpu_memory_to_use);
 

From 809962625f1f6980ba7484acda437b16db6d32f6 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 08:32:52 -0700
Subject: [PATCH 74/79] Fix cpplint errors of enforce.* (#9706)

---
 paddle/fluid/platform/enforce.h       | 30 +++++++++++++--------------
 paddle/fluid/platform/enforce_test.cc |  4 ----
 2 files changed, 15 insertions(+), 19 deletions(-)

diff --git a/paddle/fluid/platform/enforce.h b/paddle/fluid/platform/enforce.h
index d303fd6d63..7b8c29e1e6 100644
--- a/paddle/fluid/platform/enforce.h
+++ b/paddle/fluid/platform/enforce.h
@@ -16,35 +16,35 @@ limitations under the License. */
 
 #include <dlfcn.h>     // for dladdr
 #include <execinfo.h>  // for backtrace
+
+#ifdef __GNUC__
+#include <cxxabi.h>  // for __cxa_demangle
+#endif               // __GNUC__
+
+#ifdef PADDLE_WITH_CUDA
+#include <cublas_v2.h>
+#include <cudnn.h>
+#include <curand.h>
+#include <thrust/system/cuda/error.h>
+#include <thrust/system_error.h>
+#endif  // PADDLE_WITH_CUDA
+
 #include <iomanip>
 #include <memory>
 #include <sstream>
 #include <stdexcept>
 #include <string>
 
+#include "glog/logging.h"
 #include "paddle/fluid/platform/macros.h"
 #include "paddle/fluid/string/printf.h"
 #include "paddle/fluid/string/to_string.h"
 
-#ifdef __GNUC__
-#include <cxxabi.h>  // for __cxa_demangle
-#endif
-
-#include <glog/logging.h>
-
 #ifdef PADDLE_WITH_CUDA
-
 #include "paddle/fluid/platform/dynload/cublas.h"
 #include "paddle/fluid/platform/dynload/cudnn.h"
 #include "paddle/fluid/platform/dynload/curand.h"
 #include "paddle/fluid/platform/dynload/nccl.h"
-
-#include <cublas_v2.h>
-#include <cudnn.h>
-#include <curand.h>
-#include <thrust/system/cuda/error.h>
-#include <thrust/system_error.h>
-
 #endif
 
 namespace paddle {
@@ -185,7 +185,7 @@ inline typename std::enable_if<sizeof...(Args) != 0, void>::type throw_on_error(
   }
 }
 
-#endif  // PADDLE_ONLY_CPU
+#endif  // PADDLE_WITH_CUDA
 
 template <typename T>
 inline void throw_on_error(T e) {
diff --git a/paddle/fluid/platform/enforce_test.cc b/paddle/fluid/platform/enforce_test.cc
index bb9a3543ff..57d751cc00 100644
--- a/paddle/fluid/platform/enforce_test.cc
+++ b/paddle/fluid/platform/enforce_test.cc
@@ -96,7 +96,6 @@ TEST(ENFORCE_GT, FAIL) {
   bool caught_exception = false;
   try {
     PADDLE_ENFORCE_GT(1, 2UL);
-
   } catch (paddle::platform::EnforceNotMet error) {
     caught_exception = true;
     EXPECT_TRUE(
@@ -115,7 +114,6 @@ TEST(ENFORCE_GE, FAIL) {
   bool caught_exception = false;
   try {
     PADDLE_ENFORCE_GE(1, 2UL);
-
   } catch (paddle::platform::EnforceNotMet error) {
     caught_exception = true;
     EXPECT_TRUE(
@@ -135,7 +133,6 @@ TEST(ENFORCE_LE, FAIL) {
   bool caught_exception = false;
   try {
     PADDLE_ENFORCE_GT(1, 2UL);
-
   } catch (paddle::platform::EnforceNotMet error) {
     caught_exception = true;
     EXPECT_TRUE(
@@ -171,7 +168,6 @@ TEST(ENFORCE_NOT_NULL, FAIL) {
   try {
     int* a = nullptr;
     PADDLE_ENFORCE_NOT_NULL(a);
-
   } catch (paddle::platform::EnforceNotMet error) {
     caught_exception = true;
     EXPECT_TRUE(HasPrefix(StringPiece(error.what()), "a should not be null"));

From 55ffceaadbd3ea27cfb832d360bb2fed57cd5032 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 08:35:07 -0700
Subject: [PATCH 75/79] Fix cpplint errors paddle/fluid/platform/place.*
 (#9711)

---
 paddle/fluid/platform/place.h | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/paddle/fluid/platform/place.h b/paddle/fluid/platform/place.h
index d0bdcb0da5..ad54a87899 100644
--- a/paddle/fluid/platform/place.h
+++ b/paddle/fluid/platform/place.h
@@ -11,10 +11,11 @@ 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 <iostream>
+#include <vector>
+
 #include "paddle/fluid/platform/enforce.h"
 #include "paddle/fluid/platform/variant.h"
 

From 0c43a376e22f002b067ad6a0e1cfeb0e3216b493 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 11:56:21 -0700
Subject: [PATCH 76/79] Fix cpplint errors with
 paddle/fluid/platform/gpu_info.* (#9710)

* Fix cpplint errors with paddle/fluid/platform/gpu_info.*

* Update
---
 paddle/fluid/memory/memory.cc     |  2 +-
 paddle/fluid/platform/gpu_info.cc | 11 ++++++-----
 paddle/fluid/platform/gpu_info.h  |  5 ++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/paddle/fluid/memory/memory.cc b/paddle/fluid/memory/memory.cc
index 09f82166be..2c13dbc6d5 100644
--- a/paddle/fluid/memory/memory.cc
+++ b/paddle/fluid/memory/memory.cc
@@ -95,7 +95,7 @@ void* Alloc<platform::CUDAPlace>(platform::CUDAPlace place, size_t size) {
     int cur_dev = platform::GetCurrentDeviceId();
     platform::SetDeviceId(place.device);
     size_t avail, total;
-    platform::GpuMemoryUsage(avail, total);
+    platform::GpuMemoryUsage(&avail, &total);
     LOG(WARNING) << "Cannot allocate " << size << " bytes in GPU "
                  << place.device << ", available " << avail << " bytes";
     LOG(WARNING) << "total " << total;
diff --git a/paddle/fluid/platform/gpu_info.cc b/paddle/fluid/platform/gpu_info.cc
index dd70ff9ff5..aaebeb1353 100644
--- a/paddle/fluid/platform/gpu_info.cc
+++ b/paddle/fluid/platform/gpu_info.cc
@@ -14,8 +14,9 @@ limitations under the License. */
 
 #include "paddle/fluid/platform/gpu_info.h"
 
-#include "gflags/gflags.h"
+#include <algorithm>
 
+#include "gflags/gflags.h"
 #include "paddle/fluid/platform/enforce.h"
 
 DEFINE_double(fraction_of_gpu_memory_to_use, 0.92,
@@ -77,8 +78,8 @@ void SetDeviceId(int id) {
                  "cudaSetDevice failed in paddle::platform::SetDeviceId");
 }
 
-void GpuMemoryUsage(size_t &available, size_t &total) {
-  PADDLE_ENFORCE(cudaMemGetInfo(&available, &total),
+void GpuMemoryUsage(size_t *available, size_t *total) {
+  PADDLE_ENFORCE(cudaMemGetInfo(available, total),
                  "cudaMemGetInfo failed in paddle::platform::GetMemoryUsage");
 }
 
@@ -86,7 +87,7 @@ size_t GpuMaxAllocSize() {
   size_t total = 0;
   size_t available = 0;
 
-  GpuMemoryUsage(available, total);
+  GpuMemoryUsage(&available, &total);
 
   // Reserve the rest for page tables, etc.
   return static_cast<size_t>(total * FLAGS_fraction_of_gpu_memory_to_use);
@@ -101,7 +102,7 @@ size_t GpuMaxChunkSize() {
   size_t total = 0;
   size_t available = 0;
 
-  GpuMemoryUsage(available, total);
+  GpuMemoryUsage(&available, &total);
   VLOG(10) << "GPU Usage " << available / 1024 / 1024 << "M/"
            << total / 1024 / 1024 << "M";
   size_t reserving = static_cast<size_t>(0.05 * total);
diff --git a/paddle/fluid/platform/gpu_info.h b/paddle/fluid/platform/gpu_info.h
index fa469fa77f..57962e6795 100644
--- a/paddle/fluid/platform/gpu_info.h
+++ b/paddle/fluid/platform/gpu_info.h
@@ -24,8 +24,7 @@ namespace paddle {
 namespace platform {
 
 //! Environment variable: fraction of GPU memory to use on each device.
-const std::string kEnvFractionGpuMemoryToUse =
-    "PADDLE_FRACTION_GPU_MEMORY_TO_USE";
+const char kEnvFractionGpuMemoryToUse[] = "PADDLE_FRACTION_GPU_MEMORY_TO_USE";
 
 //! Get the total number of GPU devices in system.
 int GetCUDADeviceCount();
@@ -46,7 +45,7 @@ int GetCurrentDeviceId();
 void SetDeviceId(int device_id);
 
 //! Get the memory usage of current GPU device.
-void GpuMemoryUsage(size_t &available, size_t &total);
+void GpuMemoryUsage(size_t *available, size_t *total);
 
 //! Get the maximum allocation size of current GPU device.
 size_t GpuMaxAllocSize();

From 544254fe4fb6eb2fbc1b69374b8ad2bbc709fa97 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 11:58:37 -0700
Subject: [PATCH 77/79] Correct fluid/memory (#9716)

---
 paddle/fluid/memory/memory_test.cc | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/paddle/fluid/memory/memory_test.cc b/paddle/fluid/memory/memory_test.cc
index 03829702a0..9fbbe62559 100644
--- a/paddle/fluid/memory/memory_test.cc
+++ b/paddle/fluid/memory/memory_test.cc
@@ -13,16 +13,16 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/memory/memory.h"
+
+#include <unordered_map>
+
+#include "gtest/gtest.h"
 #include "paddle/fluid/memory/detail/memory_block.h"
 #include "paddle/fluid/memory/detail/meta_data.h"
-
 #include "paddle/fluid/platform/cpu_info.h"
 #include "paddle/fluid/platform/gpu_info.h"
 #include "paddle/fluid/platform/place.h"
 
-#include <gtest/gtest.h>
-#include <unordered_map>
-
 inline bool is_aligned(void const *p) {
   return 0 == (reinterpret_cast<uintptr_t>(p) & 0x3);
 }

From e185502ebe35c3d72ce1448fe55010374fab7807 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 13:14:21 -0700
Subject: [PATCH 78/79] Fix cpplint errors with paddle/fluid/platform/dynload
 (#9715)

* Update source files.

* Update headers

* Update

* Update

* Update

* Update

* Fix a CMake dependency
---
 cmake/external/warpctc.cmake                  |  3 +-
 paddle/fluid/framework/details/CMakeLists.txt |  2 +-
 paddle/fluid/platform/dynload/cublas.h        | 42 ++++-----
 paddle/fluid/platform/dynload/cudnn.cc        |  3 +-
 paddle/fluid/platform/dynload/cudnn.h         | 26 +++---
 paddle/fluid/platform/dynload/cupti.h         | 29 +++---
 paddle/fluid/platform/dynload/curand.h        | 29 +++---
 .../fluid/platform/dynload/dynamic_loader.cc  | 89 ++++++++++---------
 .../fluid/platform/dynload/dynamic_loader.h   | 56 ++----------
 paddle/fluid/platform/dynload/nccl.cc         |  5 --
 paddle/fluid/platform/dynload/nccl.h          | 28 +++---
 paddle/fluid/platform/dynload/warpctc.h       | 29 +++---
 12 files changed, 152 insertions(+), 189 deletions(-)

diff --git a/cmake/external/warpctc.cmake b/cmake/external/warpctc.cmake
index 9a9a20f897..a631ad14b1 100644
--- a/cmake/external/warpctc.cmake
+++ b/cmake/external/warpctc.cmake
@@ -62,7 +62,8 @@ ExternalProject_Add(
 )
 
 MESSAGE(STATUS "warp-ctc library: ${WARPCTC_LIBRARIES}")
-INCLUDE_DIRECTORIES(${WARPCTC_INCLUDE_DIR})
+INCLUDE_DIRECTORIES(${WARPCTC_INCLUDE_DIR}) # For warpctc code to include its headers.
+INCLUDE_DIRECTORIES(${THIRD_PARTY_PATH}/install) # For Paddle code to include warpctc headers.
 
 ADD_LIBRARY(warpctc SHARED IMPORTED GLOBAL)
 SET_PROPERTY(TARGET warpctc PROPERTY IMPORTED_LOCATION ${WARPCTC_LIBRARIES})
diff --git a/paddle/fluid/framework/details/CMakeLists.txt b/paddle/fluid/framework/details/CMakeLists.txt
index bf1a705ef5..89b5c6847f 100644
--- a/paddle/fluid/framework/details/CMakeLists.txt
+++ b/paddle/fluid/framework/details/CMakeLists.txt
@@ -16,6 +16,6 @@ else()
 endif()
 cc_library(multi_devices_graph_builder SRCS multi_devices_graph_builder.cc DEPS ssa_graph_builder computation_op_handle
             scale_loss_grad_op_handle ${multi_devices_graph_builder_deps})
-cc_library(ssa_graph_executor SRCS ssa_graph_executor.cc DEPS ssa_graph)
+cc_library(ssa_graph_executor SRCS ssa_graph_executor.cc DEPS ssa_graph framework_proto)
 cc_library(threaded_ssa_graph_executor SRCS threaded_ssa_graph_executor.cc DEPS fetch_op_handle ssa_graph_executor scope
         simple_threadpool device_context)
diff --git a/paddle/fluid/platform/dynload/cublas.h b/paddle/fluid/platform/dynload/cublas.h
index 3b8d192b6c..a41018d350 100644
--- a/paddle/fluid/platform/dynload/cublas.h
+++ b/paddle/fluid/platform/dynload/cublas.h
@@ -1,16 +1,16 @@
 /* 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
+   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
+   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. */
+   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
 
@@ -35,18 +35,18 @@ extern void *cublas_dso_handle;
  * note: default dynamic linked libs
  */
 #ifdef PADDLE_USE_DSO
-#define DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP(__name)                    \
-  struct DynLoad__##__name {                                        \
-    template <typename... Args>                                     \
-    inline cublasStatus_t operator()(Args... args) {                \
-      typedef cublasStatus_t (*cublasFunc)(Args...);                \
-      std::call_once(cublas_dso_flag,                               \
-                     paddle::platform::dynload::GetCublasDsoHandle, \
-                     &cublas_dso_handle);                           \
-      void *p_##__name = dlsym(cublas_dso_handle, #__name);         \
-      return reinterpret_cast<cublasFunc>(p_##__name)(args...);     \
-    }                                                               \
-  };                                                                \
+#define DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP(__name)                             \
+  struct DynLoad__##__name {                                                 \
+    template <typename... Args>                                              \
+    inline cublasStatus_t operator()(Args... args) {                         \
+      typedef cublasStatus_t (*cublasFunc)(Args...);                         \
+      std::call_once(cublas_dso_flag, []() {                                 \
+        cublas_dso_handle = paddle::platform::dynload::GetCublasDsoHandle(); \
+      });                                                                    \
+      void *p_##__name = dlsym(cublas_dso_handle, #__name);                  \
+      return reinterpret_cast<cublasFunc>(p_##__name)(args...);              \
+    }                                                                        \
+  };                                                                         \
   extern DynLoad__##__name __name
 #else
 #define DECLARE_DYNAMIC_LOAD_CUBLAS_WRAP(__name)     \
diff --git a/paddle/fluid/platform/dynload/cudnn.cc b/paddle/fluid/platform/dynload/cudnn.cc
index c65b060ab4..f3cd3b2bbe 100644
--- a/paddle/fluid/platform/dynload/cudnn.cc
+++ b/paddle/fluid/platform/dynload/cudnn.cc
@@ -44,7 +44,8 @@ CUDNN_DNN_ROUTINE_EACH_R7(DEFINE_WRAP);
 
 #ifdef PADDLE_USE_DSO
 bool HasCUDNN() {
-  std::call_once(cudnn_dso_flag, GetCUDNNDsoHandle, &cudnn_dso_handle);
+  std::call_once(cudnn_dso_flag,
+                 []() { cudnn_dso_handle = GetCUDNNDsoHandle(); });
   return cudnn_dso_handle != nullptr;
 }
 
diff --git a/paddle/fluid/platform/dynload/cudnn.h b/paddle/fluid/platform/dynload/cudnn.h
index 49a54d8478..24475b62ca 100644
--- a/paddle/fluid/platform/dynload/cudnn.h
+++ b/paddle/fluid/platform/dynload/cudnn.h
@@ -30,19 +30,19 @@ extern bool HasCUDNN();
 #ifdef PADDLE_USE_DSO
 
 extern void EnforceCUDNNLoaded(const char* fn_name);
-#define DECLARE_DYNAMIC_LOAD_CUDNN_WRAP(__name)                    \
-  struct DynLoad__##__name {                                       \
-    template <typename... Args>                                    \
-    auto operator()(Args... args) -> decltype(__name(args...)) {   \
-      using cudnn_func = decltype(__name(args...)) (*)(Args...);   \
-      std::call_once(cudnn_dso_flag,                               \
-                     paddle::platform::dynload::GetCUDNNDsoHandle, \
-                     &cudnn_dso_handle);                           \
-      EnforceCUDNNLoaded(#__name);                                 \
-      void* p_##__name = dlsym(cudnn_dso_handle, #__name);         \
-      return reinterpret_cast<cudnn_func>(p_##__name)(args...);    \
-    }                                                              \
-  };                                                               \
+#define DECLARE_DYNAMIC_LOAD_CUDNN_WRAP(__name)                            \
+  struct DynLoad__##__name {                                               \
+    template <typename... Args>                                            \
+    auto operator()(Args... args) -> decltype(__name(args...)) {           \
+      using cudnn_func = decltype(__name(args...)) (*)(Args...);           \
+      std::call_once(cudnn_dso_flag, []() {                                \
+        cudnn_dso_handle = paddle::platform::dynload::GetCUDNNDsoHandle(); \
+      });                                                                  \
+      EnforceCUDNNLoaded(#__name);                                         \
+      void* p_##__name = dlsym(cudnn_dso_handle, #__name);                 \
+      return reinterpret_cast<cudnn_func>(p_##__name)(args...);            \
+    }                                                                      \
+  };                                                                       \
   extern struct DynLoad__##__name __name
 
 #else
diff --git a/paddle/fluid/platform/dynload/cupti.h b/paddle/fluid/platform/dynload/cupti.h
index c1bf88f8cb..d0d676b9d8 100644
--- a/paddle/fluid/platform/dynload/cupti.h
+++ b/paddle/fluid/platform/dynload/cupti.h
@@ -11,14 +11,15 @@ 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
 
 #ifdef PADDLE_WITH_CUPTI
+
 #include <cuda.h>
 #include <cupti.h>
 #include <dlfcn.h>
-#include <mutex>
+#include <mutex>  // NOLINT
+
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
 namespace paddle {
@@ -36,18 +37,18 @@ extern void *cupti_dso_handle;
  * note: default dynamic linked libs
  */
 #ifdef PADDLE_USE_DSO
-#define DECLARE_DYNAMIC_LOAD_CUPTI_WRAP(__name)                    \
-  struct DynLoad__##__name {                                       \
-    template <typename... Args>                                    \
-    inline CUptiResult CUPTIAPI operator()(Args... args) {         \
-      typedef CUptiResult CUPTIAPI (*cuptiFunc)(Args...);          \
-      std::call_once(cupti_dso_flag,                               \
-                     paddle::platform::dynload::GetCUPTIDsoHandle, \
-                     &cupti_dso_handle);                           \
-      void *p_##__name = dlsym(cupti_dso_handle, #__name);         \
-      return reinterpret_cast<cuptiFunc>(p_##__name)(args...);     \
-    }                                                              \
-  };                                                               \
+#define DECLARE_DYNAMIC_LOAD_CUPTI_WRAP(__name)                            \
+  struct DynLoad__##__name {                                               \
+    template <typename... Args>                                            \
+    inline CUptiResult CUPTIAPI operator()(Args... args) {                 \
+      typedef CUptiResult CUPTIAPI (*cuptiFunc)(Args...);                  \
+      std::call_once(cupti_dso_flag, []() {                                \
+        cupti_dso_handle = paddle::platform::dynload::GetCUPTIDsoHandle(); \
+      });                                                                  \
+      void *p_##__name = dlsym(cupti_dso_handle, #__name);                 \
+      return reinterpret_cast<cuptiFunc>(p_##__name)(args...);             \
+    }                                                                      \
+  };                                                                       \
   extern DynLoad__##__name __name
 #else
 #define DECLARE_DYNAMIC_LOAD_CUPTI_WRAP(__name)            \
diff --git a/paddle/fluid/platform/dynload/curand.h b/paddle/fluid/platform/dynload/curand.h
index 1b3ff962d6..4697fb6cd9 100644
--- a/paddle/fluid/platform/dynload/curand.h
+++ b/paddle/fluid/platform/dynload/curand.h
@@ -11,12 +11,13 @@ 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 <curand.h>
 #include <dlfcn.h>
-#include <mutex>
+
+#include <mutex>  // NOLINT
+
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
 namespace paddle {
@@ -25,18 +26,18 @@ namespace dynload {
 extern std::once_flag curand_dso_flag;
 extern void *curand_dso_handle;
 #ifdef PADDLE_USE_DSO
-#define DECLARE_DYNAMIC_LOAD_CURAND_WRAP(__name)                    \
-  struct DynLoad__##__name {                                        \
-    template <typename... Args>                                     \
-    curandStatus_t operator()(Args... args) {                       \
-      typedef curandStatus_t (*curandFunc)(Args...);                \
-      std::call_once(curand_dso_flag,                               \
-                     paddle::platform::dynload::GetCurandDsoHandle, \
-                     &curand_dso_handle);                           \
-      void *p_##__name = dlsym(curand_dso_handle, #__name);         \
-      return reinterpret_cast<curandFunc>(p_##__name)(args...);     \
-    }                                                               \
-  };                                                                \
+#define DECLARE_DYNAMIC_LOAD_CURAND_WRAP(__name)                             \
+  struct DynLoad__##__name {                                                 \
+    template <typename... Args>                                              \
+    curandStatus_t operator()(Args... args) {                                \
+      typedef curandStatus_t (*curandFunc)(Args...);                         \
+      std::call_once(curand_dso_flag, []() {                                 \
+        curand_dso_handle = paddle::platform::dynload::GetCurandDsoHandle(); \
+      });                                                                    \
+      void *p_##__name = dlsym(curand_dso_handle, #__name);                  \
+      return reinterpret_cast<curandFunc>(p_##__name)(args...);              \
+    }                                                                        \
+  };                                                                         \
   extern DynLoad__##__name __name
 #else
 #define DECLARE_DYNAMIC_LOAD_CURAND_WRAP(__name) \
diff --git a/paddle/fluid/platform/dynload/dynamic_loader.cc b/paddle/fluid/platform/dynload/dynamic_loader.cc
index e590e81bab..3c1ccc7445 100644
--- a/paddle/fluid/platform/dynload/dynamic_loader.cc
+++ b/paddle/fluid/platform/dynload/dynamic_loader.cc
@@ -11,12 +11,14 @@ 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/dynload/dynamic_loader.h"
+
 #include <dlfcn.h>
+
 #include <memory>
-#include <mutex>
+#include <mutex>  // NOLINT
 #include <string>
+
 #include "gflags/gflags.h"
 #include "glog/logging.h"
 #include "paddle/fluid/platform/dynload/cupti_lib_path.h"
@@ -65,22 +67,21 @@ static inline std::string join(const std::string& part1,
   return ret;
 }
 
-static inline void GetDsoHandleFromDefaultPath(std::string& dso_path,
-                                               void** dso_handle,
-                                               int dynload_flags) {
+static inline void* GetDsoHandleFromDefaultPath(const std::string& dso_path,
+                                                int dynload_flags) {
   VLOG(3) << "Try to find library: " << dso_path
           << " from default system path.";
   // default search from LD_LIBRARY_PATH/DYLD_LIBRARY_PATH
-  *dso_handle = dlopen(dso_path.c_str(), dynload_flags);
+  void* dso_handle = dlopen(dso_path.c_str(), dynload_flags);
 
 // DYLD_LIBRARY_PATH is disabled after Mac OS 10.11 to
 // bring System Integrity Projection (SIP), if dso_handle
 // is null, search from default package path in Mac OS.
 #if defined(__APPLE__) || defined(__OSX__)
-  if (nullptr == *dso_handle) {
-    dso_path = join("/usr/local/cuda/lib/", dso_path);
-    *dso_handle = dlopen(dso_path.c_str(), dynload_flags);
-    if (nullptr == *dso_handle) {
+  if (nullptr == dso_handle) {
+    dso_handle =
+        dlopen(join("/usr/local/cuda/lib/", dso_path).c_str(), dynload_flags);
+    if (nullptr == dso_handle) {
       if (dso_path == "libcudnn.dylib") {
         LOG(WARNING) << "Note: [Recommend] copy cudnn into /usr/local/cuda/ \n "
                         "For instance, sudo tar -xzf "
@@ -91,28 +92,29 @@ static inline void GetDsoHandleFromDefaultPath(std::string& dso_path,
     }
   }
 #endif
+
+  return dso_handle;
 }
 
-static inline void GetDsoHandleFromSearchPath(const std::string& search_root,
-                                              const std::string& dso_name,
-                                              void** dso_handle,
-                                              bool throw_on_error = true) {
+static inline void* GetDsoHandleFromSearchPath(const std::string& search_root,
+                                               const std::string& dso_name,
+                                               bool throw_on_error = true) {
   int dynload_flags = RTLD_LAZY | RTLD_LOCAL;
-  *dso_handle = nullptr;
+  void* dso_handle = nullptr;
 
   std::string dlPath = dso_name;
   if (search_root.empty()) {
-    GetDsoHandleFromDefaultPath(dlPath, dso_handle, dynload_flags);
+    dso_handle = GetDsoHandleFromDefaultPath(dlPath, dynload_flags);
   } else {
     // search xxx.so from custom path
     dlPath = join(search_root, dso_name);
-    *dso_handle = dlopen(dlPath.c_str(), dynload_flags);
+    dso_handle = dlopen(dlPath.c_str(), dynload_flags);
     // if not found, search from default path
-    if (nullptr == *dso_handle) {
+    if (nullptr == dso_handle) {
       LOG(WARNING) << "Failed to find dynamic library: " << dlPath << " ("
                    << dlerror() << ")";
       dlPath = dso_name;
-      GetDsoHandleFromDefaultPath(dlPath, dso_handle, dynload_flags);
+      dso_handle = GetDsoHandleFromDefaultPath(dlPath, dynload_flags);
     }
   }
   auto error_msg =
@@ -124,70 +126,71 @@ static inline void GetDsoHandleFromSearchPath(const std::string& search_root,
       "using the DYLD_LIBRARY_PATH is impossible unless System "
       "Integrity Protection (SIP) is disabled.";
   if (throw_on_error) {
-    PADDLE_ENFORCE(nullptr != *dso_handle, error_msg, dlPath, dlerror());
-  } else if (nullptr == *dso_handle) {
+    PADDLE_ENFORCE(nullptr != dso_handle, error_msg, dlPath, dlerror());
+  } else if (nullptr == dso_handle) {
     LOG(WARNING) << string::Sprintf(error_msg, dlPath, dlerror());
   }
+
+  return dso_handle;
 }
 
-void GetCublasDsoHandle(void** dso_handle) {
+void* GetCublasDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcublas.dylib", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcublas.dylib");
 #else
-  GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcublas.so", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcublas.so");
 #endif
 }
 
-void GetCUDNNDsoHandle(void** dso_handle) {
+void* GetCUDNNDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_cudnn_dir, "libcudnn.dylib", dso_handle,
-                             false);
+  return GetDsoHandleFromSearchPath(FLAGS_cudnn_dir, "libcudnn.dylib", false);
 #else
-  GetDsoHandleFromSearchPath(FLAGS_cudnn_dir, "libcudnn.so", dso_handle, false);
+  return GetDsoHandleFromSearchPath(FLAGS_cudnn_dir, "libcudnn.so", false);
 #endif
 }
 
-void GetCUPTIDsoHandle(void** dso_handle) {
+void* GetCUPTIDsoHandle() {
   std::string cupti_path = cupti_lib_path;
   if (!FLAGS_cupti_dir.empty()) {
     cupti_path = FLAGS_cupti_dir;
   }
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(cupti_path, "libcupti.dylib", dso_handle, false);
+  return GetDsoHandleFromSearchPath(cupti_path, "libcupti.dylib", false);
 #else
-  GetDsoHandleFromSearchPath(cupti_path, "libcupti.so", dso_handle, false);
+  return GetDsoHandleFromSearchPath(cupti_path, "libcupti.so", false);
 #endif
 }
 
-void GetCurandDsoHandle(void** dso_handle) {
+void* GetCurandDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcurand.dylib", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcurand.dylib");
 #else
-  GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcurand.so", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_cuda_dir, "libcurand.so");
 #endif
 }
 
-void GetWarpCTCDsoHandle(void** dso_handle) {
+void* GetWarpCTCDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_warpctc_dir, "libwarpctc.dylib", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_warpctc_dir, "libwarpctc.dylib");
 #else
-  GetDsoHandleFromSearchPath(FLAGS_warpctc_dir, "libwarpctc.so", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_warpctc_dir, "libwarpctc.so");
 #endif
 }
 
-void GetLapackDsoHandle(void** dso_handle) {
+void* GetLapackDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.dylib", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.dylib");
 #else
-  GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.so", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_lapack_dir, "liblapacke.so");
 #endif
 }
 
-void GetNCCLDsoHandle(void** dso_handle) {
+void* GetNCCLDsoHandle() {
 #if defined(__APPLE__) || defined(__OSX__)
-  GetDsoHandleFromSearchPath(FLAGS_nccl_dir, "libnccl.dylib", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_nccl_dir, "libnccl.dylib");
 #else
-  GetDsoHandleFromSearchPath(FLAGS_nccl_dir, "libnccl.so", dso_handle);
+  return GetDsoHandleFromSearchPath(FLAGS_nccl_dir, "libnccl.so");
 #endif
 }
 
diff --git a/paddle/fluid/platform/dynload/dynamic_loader.h b/paddle/fluid/platform/dynload/dynamic_loader.h
index b5b9c4af91..4c85093a43 100644
--- a/paddle/fluid/platform/dynload/dynamic_loader.h
+++ b/paddle/fluid/platform/dynload/dynamic_loader.h
@@ -18,55 +18,13 @@ namespace paddle {
 namespace platform {
 namespace dynload {
 
-/**
- * @brief    load the DSO of CUBLAS
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetCublasDsoHandle(void** dso_handle);
-
-/**
- * @brief    load the DSO of CUDNN
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetCUDNNDsoHandle(void** dso_handle);
-
-void GetCUPTIDsoHandle(void** dso_handle);
-
-/**
- * @brief    load the DSO of CURAND
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetCurandDsoHandle(void** dso_handle);
-
-/**
- * @brief    load the DSO of warp-ctc
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetWarpCTCDsoHandle(void** dso_handle);
-
-/**
- * @brief    load the DSO of lapack
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetLapackDsoHandle(void** dso_handle);
-
-/**
- * @brief    load the DSO of NVIDIA nccl
- *
- * @param    **dso_handle   dso handler
- *
- */
-void GetNCCLDsoHandle(void** dso_handle);
+void* GetCublasDsoHandle();
+void* GetCUDNNDsoHandle();
+void* GetCUPTIDsoHandle();
+void* GetCurandDsoHandle();
+void* GetWarpCTCDsoHandle();
+void* GetLapackDsoHandle();
+void* GetNCCLDsoHandle();
 
 }  // namespace dynload
 }  // namespace platform
diff --git a/paddle/fluid/platform/dynload/nccl.cc b/paddle/fluid/platform/dynload/nccl.cc
index 3edc70c46d..2c40c48ee0 100644
--- a/paddle/fluid/platform/dynload/nccl.cc
+++ b/paddle/fluid/platform/dynload/nccl.cc
@@ -25,11 +25,6 @@ void *nccl_dso_handle;
 
 NCCL_RAND_ROUTINE_EACH(DEFINE_WRAP);
 
-void LoadNCCLDSO() {
-  platform::call_once(nccl_dso_flag,
-                      [] { GetNCCLDsoHandle(&nccl_dso_handle); });
-}
-
 }  // namespace dynload
 }  // namespace platform
 }  // namespace paddle
diff --git a/paddle/fluid/platform/dynload/nccl.h b/paddle/fluid/platform/dynload/nccl.h
index dc78bcb44d..d21e29df3c 100644
--- a/paddle/fluid/platform/dynload/nccl.h
+++ b/paddle/fluid/platform/dynload/nccl.h
@@ -11,12 +11,13 @@ 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 <dlfcn.h>
 #include <nccl.h>
-#include <mutex>
+
+#include <mutex>  // NOLINT
+
 #include "paddle/fluid/platform/call_once.h"
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
 
@@ -28,18 +29,19 @@ extern std::once_flag nccl_dso_flag;
 extern void* nccl_dso_handle;
 
 #ifdef PADDLE_USE_DSO
-extern void LoadNCCLDSO();
 
-#define DECLARE_DYNAMIC_LOAD_NCCL_WRAP(__name)                   \
-  struct DynLoad__##__name {                                     \
-    template <typename... Args>                                  \
-    auto operator()(Args... args) -> decltype(__name(args...)) { \
-      using nccl_func = decltype(__name(args...)) (*)(Args...);  \
-      paddle::platform::dynload::LoadNCCLDSO();                  \
-      void* p_##__name = dlsym(nccl_dso_handle, #__name);        \
-      return reinterpret_cast<nccl_func>(p_##__name)(args...);   \
-    }                                                            \
-  };                                                             \
+#define DECLARE_DYNAMIC_LOAD_NCCL_WRAP(__name)                           \
+  struct DynLoad__##__name {                                             \
+    template <typename... Args>                                          \
+    auto operator()(Args... args) -> decltype(__name(args...)) {         \
+      using nccl_func = decltype(__name(args...)) (*)(Args...);          \
+      std::call_once(nccl_dso_flag, []() {                               \
+        nccl_dso_handle = paddle::platform::dynload::GetNCCLDsoHandle(); \
+      });                                                                \
+      void* p_##__name = dlsym(nccl_dso_handle, #__name);                \
+      return reinterpret_cast<nccl_func>(p_##__name)(args...);           \
+    }                                                                    \
+  };                                                                     \
   extern DynLoad__##__name __name
 #else
 #define DECLARE_DYNAMIC_LOAD_NCCL_WRAP(__name) \
diff --git a/paddle/fluid/platform/dynload/warpctc.h b/paddle/fluid/platform/dynload/warpctc.h
index f5ded0eb6b..7fa4683704 100644
--- a/paddle/fluid/platform/dynload/warpctc.h
+++ b/paddle/fluid/platform/dynload/warpctc.h
@@ -15,9 +15,10 @@ limitations under the License. */
 #pragma once
 
 #include <dlfcn.h>
-#include <mutex>
-#include "ctc.h"
+#include <mutex>  // NOLINT
+
 #include "paddle/fluid/platform/dynload/dynamic_loader.h"
+#include "warpctc/include/ctc.h"
 
 namespace paddle {
 namespace platform {
@@ -31,18 +32,18 @@ extern void* warpctc_dso_handle;
  * (for each function) to dynamic load warpctc routine
  * via operator overloading.
  */
-#define DYNAMIC_LOAD_WARPCTC_WRAP(__name)                            \
-  struct DynLoad__##__name {                                         \
-    template <typename... Args>                                      \
-    auto operator()(Args... args) -> decltype(__name(args...)) {     \
-      using warpctcFunc = decltype(__name(args...)) (*)(Args...);    \
-      std::call_once(warpctc_dso_flag,                               \
-                     paddle::platform::dynload::GetWarpCTCDsoHandle, \
-                     &warpctc_dso_handle);                           \
-      void* p_##_name = dlsym(warpctc_dso_handle, #__name);          \
-      return reinterpret_cast<warpctcFunc>(p_##_name)(args...);      \
-    }                                                                \
-  };                                                                 \
+#define DYNAMIC_LOAD_WARPCTC_WRAP(__name)                                      \
+  struct DynLoad__##__name {                                                   \
+    template <typename... Args>                                                \
+    auto operator()(Args... args) -> decltype(__name(args...)) {               \
+      using warpctcFunc = decltype(__name(args...)) (*)(Args...);              \
+      std::call_once(warpctc_dso_flag, []() {                                  \
+        warpctc_dso_handle = paddle::platform::dynload::GetWarpCTCDsoHandle(); \
+      });                                                                      \
+      void* p_##_name = dlsym(warpctc_dso_handle, #__name);                    \
+      return reinterpret_cast<warpctcFunc>(p_##_name)(args...);                \
+    }                                                                          \
+  };                                                                           \
   extern DynLoad__##__name __name
 
 #define DECLARE_DYNAMIC_LOAD_WARPCTC_WRAP(__name) \

From 535646cf256cef422f34ebe19a7a1e311e4225d6 Mon Sep 17 00:00:00 2001
From: Yi Wang <yi.wang.2005@gmail.com>
Date: Sat, 7 Apr 2018 17:37:42 -0700
Subject: [PATCH 79/79] Update (#9717)

---
 paddle/fluid/platform/gpu_info.h | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/paddle/fluid/platform/gpu_info.h b/paddle/fluid/platform/gpu_info.h
index 57962e6795..36345e1740 100644
--- a/paddle/fluid/platform/gpu_info.h
+++ b/paddle/fluid/platform/gpu_info.h
@@ -23,9 +23,6 @@ limitations under the License. */
 namespace paddle {
 namespace platform {
 
-//! Environment variable: fraction of GPU memory to use on each device.
-const char kEnvFractionGpuMemoryToUse[] = "PADDLE_FRACTION_GPU_MEMORY_TO_USE";
-
 //! Get the total number of GPU devices in system.
 int GetCUDADeviceCount();