diff --git a/paddle/fluid/framework/eigen.h b/paddle/fluid/framework/eigen.h
index 4ea1df655df005ba7585fb67fb0a3c3411a76418..2b265a773fe967f5b2ab38ce795b0f599d859c2a 100644
--- a/paddle/fluid/framework/eigen.h
+++ b/paddle/fluid/framework/eigen.h
@@ -13,6 +13,11 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #pragma once
+// logging.h and windows.h conflict
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+// solve static linking error in windows
+// https://github.com/google/glog/issues/301
+#define GOOGLE_GLOG_DLL_DECL
 
 #include "paddle/fluid/framework/tensor.h"
 #include "unsupported/Eigen/CXX11/Tensor"
@@ -46,11 +51,13 @@ struct EigenTensor {
   using ConstType =
       Eigen::TensorMap<Eigen::Tensor<const T, D, MajorType, IndexType>>;
 
-  static Type From(Tensor& tensor, DDim dims) {
+  static Type From(Tensor& tensor, DDim dims) {  // NOLINT
     return Type(tensor.data<T>(), EigenDim<D>::From(dims));
   }
 
-  static Type From(Tensor& tensor) { return From(tensor, tensor.dims_); }
+  static Type From(Tensor& tensor) {  // NOLINT
+    return From(tensor, tensor.dims_);
+  }  // NOLINT
 
   static ConstType From(const Tensor& tensor, DDim dims) {
     return ConstType(tensor.data<T>(), EigenDim<D>::From(dims));
@@ -64,7 +71,8 @@ struct EigenTensor {
 template <typename T, int MajorType = Eigen::RowMajor,
           typename IndexType = Eigen::DenseIndex>
 struct EigenMatrix : public EigenTensor<T, 2, MajorType, IndexType> {
-  static typename EigenMatrix::Type Reshape(Tensor& tensor, int num_col_dims) {
+  static typename EigenMatrix::Type Reshape(Tensor& tensor,  // NOLINT
+                                            int num_col_dims) {
     int rank = tensor.dims_.size();
     PADDLE_ENFORCE(num_col_dims > 0 && num_col_dims < rank,
                    "`num_col_dims` must be between (0, rank_of_tensor).");
@@ -86,11 +94,12 @@ template <typename T, int MajorType = Eigen::RowMajor,
           typename IndexType = Eigen::DenseIndex>
 struct EigenVector : public EigenTensor<T, 1, MajorType, IndexType> {
   // Flatten reshapes a Tensor into an EigenVector.
-  static typename EigenVector::Type Flatten(Tensor& tensor) {
+  static typename EigenVector::Type Flatten(Tensor& tensor) {  // NOLINT
     return EigenVector::From(tensor, {product(tensor.dims_)});
   }
 
-  static typename EigenVector::ConstType Flatten(const Tensor& tensor) {
+  static typename EigenVector::ConstType Flatten(
+      const Tensor& tensor) {  // NOLINT
     return EigenVector::From(tensor, {product(tensor.dims_)});
   }
 };
@@ -104,7 +113,7 @@ struct EigenScalar {
   using ConstType = Eigen::TensorMap<
       Eigen::TensorFixedSize<const T, Eigen::Sizes<>, MajorType, IndexType>>;
 
-  static Type From(Tensor& tensor) { return Type(tensor.data<T>()); }
+  static Type From(Tensor& tensor) { return Type(tensor.data<T>()); }  // NOLINT
 
   static ConstType From(const Tensor& tensor) {
     return ConstType(tensor.data<T>());
diff --git a/paddle/fluid/framework/op_registry.h b/paddle/fluid/framework/op_registry.h
index e7dfa608b48f89a2155e43c7e63e31154675cd38..ef2eb334a4e7f3f482ba6d62d3f325f109c69302 100644
--- a/paddle/fluid/framework/op_registry.h
+++ b/paddle/fluid/framework/op_registry.h
@@ -23,6 +23,11 @@ limitations under the License. */
 #include <unordered_map>
 #include <unordered_set>
 
+#if defined(_WIN32)
+#define GLOG_NO_ABBREVIATED_SEVERITIES  // msvc conflict logging with windows.h
+#define GOOGLE_GLOG_DLL_DECL
+#endif
+
 #include "glog/logging.h"  // For VLOG()
 #include "paddle/fluid/framework/attribute.h"
 #include "paddle/fluid/framework/details/op_registry.h"
@@ -241,22 +246,20 @@ struct OpKernelRegistrarFunctorEx<PlaceType, false, I,
  * we will use and tell the compiler to
  * link them into target.
  */
-#define USE_OP_ITSELF(op_type)                                    \
-  STATIC_ASSERT_GLOBAL_NAMESPACE(                                 \
-      __use_op_itself_##op_type,                                  \
-      "USE_OP_ITSELF must be called in global namespace");        \
-  extern int TouchOpRegistrar_##op_type();                        \
-  static int use_op_itself_##op_type##_ __attribute__((unused)) = \
-      TouchOpRegistrar_##op_type()
+#define USE_OP_ITSELF(op_type)                             \
+  STATIC_ASSERT_GLOBAL_NAMESPACE(                          \
+      __use_op_itself_##op_type,                           \
+      "USE_OP_ITSELF must be called in global namespace"); \
+  extern int TouchOpRegistrar_##op_type();                 \
+  UNUSED static int use_op_itself_##op_type##_ = TouchOpRegistrar_##op_type()
 
 #define USE_OP_DEVICE_KERNEL(op_type, LIBRARY_TYPE)               \
   STATIC_ASSERT_GLOBAL_NAMESPACE(                                 \
       __use_op_kernel_##op_type##_##LIBRARY_TYPE##__,             \
       "USE_OP_DEVICE_KERNEL must be in global namespace");        \
   extern int TouchOpKernelRegistrar_##op_type##_##LIBRARY_TYPE(); \
-  static int use_op_kernel_##op_type##_##LIBRARY_TYPE##_          \
-      __attribute__((unused)) =                                   \
-          TouchOpKernelRegistrar_##op_type##_##LIBRARY_TYPE()
+  UNUSED static int use_op_kernel_##op_type##_##LIBRARY_TYPE##_ = \
+      TouchOpKernelRegistrar_##op_type##_##LIBRARY_TYPE()
 
 // TODO(fengjiayi): The following macros
 // seems ugly, do we have better method?
diff --git a/paddle/fluid/framework/operator.cc b/paddle/fluid/framework/operator.cc
index b7fae7171a57666a8fb4613a7cbe3aa15997b638..a103be7191d02a96ee97d76f786f9364938c1c65 100644
--- a/paddle/fluid/framework/operator.cc
+++ b/paddle/fluid/framework/operator.cc
@@ -11,6 +11,9 @@ 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. */
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+#define GOOGLE_GLOG_DLL_DECL
+
 #include <gflags/gflags.h>
 #include <glog/logging.h>
 
diff --git a/paddle/fluid/framework/operator.h b/paddle/fluid/framework/operator.h
index 1040eb882baea624e972faf4af3094119df72308..626b50edfd39424473be33e9f8baec5970471477 100644
--- a/paddle/fluid/framework/operator.h
+++ b/paddle/fluid/framework/operator.h
@@ -20,6 +20,8 @@ limitations under the License. */
 #include <tuple>
 #include <unordered_map>
 #include <vector>
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+#define GOOGLE_GLOG_DLL_DECL
 
 #include "glog/logging.h"  // For VLOG
 #include "paddle/fluid/framework/attribute.h"
diff --git a/paddle/fluid/inference/api/api_impl.h b/paddle/fluid/inference/api/api_impl.h
index 6ecc32a700506214d44244e6a5612a574b46cc6b..6386d601262b3dac0e957fae991d23768b52f2c0 100644
--- a/paddle/fluid/inference/api/api_impl.h
+++ b/paddle/fluid/inference/api/api_impl.h
@@ -14,15 +14,22 @@
 
 #pragma once
 
+// logging.h and windows.h conflict
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+// solve static linking error in windows
+// https://github.com/google/glog/issues/301
+#define GOOGLE_GLOG_DLL_DECL
+
 #include <glog/logging.h>
 #include <map>
 #include <memory>
 #include <string>
 #include <vector>
 
+#include "paddle/fluid/inference/api/paddle_inference_api.h"
+
 #include "paddle/fluid/framework/ddim.h"
 #include "paddle/fluid/framework/lod_tensor.h"
-#include "paddle/fluid/inference/api/paddle_inference_api.h"
 #include "paddle/fluid/inference/io.h"
 #include "paddle/fluid/platform/init.h"
 #include "paddle/fluid/platform/profiler.h"
diff --git a/paddle/fluid/platform/cudnn_helper_test.cc b/paddle/fluid/platform/cudnn_helper_test.cc
index 517df6863499f20d7b66d15ef114a689700be5b2..28edfd2e50237c887dbeb7ac73e1f990ce239a9c 100644
--- a/paddle/fluid/platform/cudnn_helper_test.cc
+++ b/paddle/fluid/platform/cudnn_helper_test.cc
@@ -12,6 +12,9 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License. */
 
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+#define GOOGLE_GLOG_DLL_DECL
+
 #include "paddle/fluid/platform/cudnn_helper.h"
 #include <gtest/gtest.h>
 
diff --git a/paddle/fluid/platform/init.h b/paddle/fluid/platform/init.h
index 0e30594672927253cc8083dcb88bb867d63ec729..992ca5e6f6a966a331616a698e3bebd2eee129d5 100644
--- a/paddle/fluid/platform/init.h
+++ b/paddle/fluid/platform/init.h
@@ -16,6 +16,9 @@ limitations under the License. */
 #include <string>
 #include <vector>
 
+#define GLOG_NO_ABBREVIATED_SEVERITIES
+#define GOOGLE_GLOG_DLL_DECL
+
 #include "gflags/gflags.h"
 #include "glog/logging.h"