diff --git a/cmake/external/grpc.cmake b/cmake/external/grpc.cmake
index 1330ef82dc547aecb93e8390cf45ae2de1caaa66..219ea1b90881ccdbaf3fd41510fb4f2a8b6ec0f4 100644
--- a/cmake/external/grpc.cmake
+++ b/cmake/external/grpc.cmake
@@ -42,7 +42,7 @@ ExternalProject_Add(
     # Disable -Werror, otherwise the compile will fail in MacOS.
     # It seems that we cannot configure that by make command.
     # Just dry run make command and remove `-Werror`, then use a shell to run make commands
-    BUILD_COMMAND  ${BUILD_CMD}
+    BUILD_COMMAND  ${BUILD_CMD} HAS_SYSTEM_PROTOBUF=false -s -j8 static grpc_cpp_plugin
     INSTALL_COMMAND make prefix=${GRPC_INSTALL_DIR} install
 )
 
diff --git a/paddle/operators/conv_cudnn_op.cu.cc b/paddle/operators/conv_cudnn_op.cu.cc
index a9763d424801cfced5fe4c4718a335a24b81cfdc..3f97dc7ee0a61944a8a57314b5ec7f33df619bf3 100644
--- a/paddle/operators/conv_cudnn_op.cu.cc
+++ b/paddle/operators/conv_cudnn_op.cu.cc
@@ -63,7 +63,7 @@ class CudnnConvOpKernel : public framework::OpKernel<T> {
     cudnnConvolutionDescriptor_t cudnn_conv_desc =
         conv_desc.descriptor<T>(paddings, strides, dilations);
 
-#if CUDNN_VERSION_MIN(7, 0, 0)
+#if CUDNN_VERSION_MIN(7, 0, 1)
     // cudnn 7 can support groups, no need to do it mannually
     // FIXME(typhoonzero): find a better way to disable groups
     // rather than setting it to 1.
@@ -180,7 +180,7 @@ class CudnnConvGradOpKernel : public framework::OpKernel<T> {
     cudnnConvolutionDescriptor_t cudnn_conv_desc =
         conv_desc.descriptor<T>(paddings, strides, dilations);
 
-#if CUDNN_VERSION_MIN(7, 0, 0)
+#if CUDNN_VERSION_MIN(7, 0, 1)
     // cudnn 7 can support groups, no need to do it mannually
     // FIXME(typhoonzero): find a better way to disable groups
     // rather than setting it to 1.
diff --git a/paddle/platform/dynload/cudnn.cc b/paddle/platform/dynload/cudnn.cc
index d3e4cb567d71b987724366b6a0896f5df0eb6055..761d9edd87f428ba140d29a566fc3401199bab15 100644
--- a/paddle/platform/dynload/cudnn.cc
+++ b/paddle/platform/dynload/cudnn.cc
@@ -37,6 +37,10 @@ CUDNN_DNN_ROUTINE_EACH_AFTER_R4(DEFINE_WRAP);
 CUDNN_DNN_ROUTINE_EACH_R5(DEFINE_WRAP);
 #endif
 
+#ifdef CUDNN_DNN_ROUTINE_EACH_R7
+CUDNN_DNN_ROUTINE_EACH_R7(DEFINE_WRAP);
+#endif
+
 }  // namespace dynload
 }  // namespace platform
 }  // namespace paddle
diff --git a/paddle/platform/dynload/cudnn.h b/paddle/platform/dynload/cudnn.h
index b2d69da93bcd4a5c8e694a18ca648ddc4bd947af..61caac545014db2a09e2ada0b508419578c49740 100644
--- a/paddle/platform/dynload/cudnn.h
+++ b/paddle/platform/dynload/cudnn.h
@@ -135,6 +135,12 @@ CUDNN_DNN_ROUTINE_EACH_AFTER_R4(DECLARE_DYNAMIC_LOAD_CUDNN_WRAP)
 CUDNN_DNN_ROUTINE_EACH_R5(DECLARE_DYNAMIC_LOAD_CUDNN_WRAP)
 #endif
 
+#if CUDNN_VERSION >= 7001
+#define CUDNN_DNN_ROUTINE_EACH_R7(__macro) \
+  __macro(cudnnSetConvolutionGroupCount);
+CUDNN_DNN_ROUTINE_EACH_R7(DECLARE_DYNAMIC_LOAD_CUDNN_WRAP)
+#endif
+
 }  // namespace dynload
 }  // namespace platform
 }  // namespace paddle