diff --git a/paddle/go/cclient/CMakeLists.txt b/paddle/go/cclient/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29a2089fb10baf24ca4ab77675987c41cbea1c37
--- /dev/null
+++ b/paddle/go/cclient/CMakeLists.txt
@@ -0,0 +1,34 @@
+cmake_minimum_required(VERSION 3.0)
+
+if(GTEST_INCLUDE_DIR AND GTEST_LIBRARIES)
+  message("-- Found gtest (include: ${GTEST_INCLUDE_DIR}, library: ${GTEST_LIBRARIES})")
+else()	
+  # find #include <majel/xx.h>
+  get_filename_component(PARENT_DIR ${CMAKE_CURRENT_SOURCE_DIR} DIRECTORY)
+  include_directories(${PARENT_DIR})
+
+  # find cmake directory modules
+  get_filename_component(PARENT_DIR ${PARENT_DIR} DIRECTORY)
+  get_filename_component(PARENT_DIR ${PARENT_DIR} DIRECTORY)
+
+  set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${PARENT_DIR}/cmake")
+
+  # enable c++11
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+
+  # enable gtest
+  set(THIRD_PARTY_PATH ./third_party)
+  set(WITH_TESTING ON)
+  include(external/gtest)
+endif()
+
+set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_CURRENT_SOURCE_DIR}/cmake")
+
+project(cxx_go CXX C Go)
+
+include(cmake/golang.cmake)
+include(cmake/flags.cmake)
+
+ExternalGoProject_Add(pserver github.com/PaddlePaddle/Paddle/paddle/go/pserver)
+add_go_library(client STATIC pserver)
+add_subdirectory(test)
diff --git a/paddle/go/cclient/cclient.go b/paddle/go/cclient/cclient.go
new file mode 100644
index 0000000000000000000000000000000000000000..dc86d47e8d0a97e3d78b174f84add8b9a3730f1f
--- /dev/null
+++ b/paddle/go/cclient/cclient.go
@@ -0,0 +1,239 @@
+package main
+
+/*
+#include <stdlib.h>
+#include <string.h>
+typedef enum {
+  PADDLE_ELEMENT_TYPE_INT32   = 0,
+  PADDLE_ELEMENT_TYPE_UINT32  = 1,
+  PADDLE_ELEMENT_TYPE_INT64   = 2,
+  PADDLE_ELEMENT_TYPE_UINT64  = 3,
+  PADDLE_ELEMENT_TYPE_FLOAT32 = 4,
+  PADDLE_ELEMENT_TYPE_FLOAT64 = 5,
+} paddle_element_type;
+
+typedef struct {
+  char*               name;
+  paddle_element_type element_type;
+  unsigned char*      content;
+  int                 content_len;
+} paddle_parameter, paddle_gradient;
+
+static inline void paddle_release_param(paddle_parameter* param) {
+  if (param != NULL) {
+    if (param->name != NULL) {
+      free(param->name);
+    }
+
+    if (param->content != NULL) {
+      free(param->content);
+    }
+
+    free(param);
+  }
+}
+
+typedef int client;
+*/
+import "C"
+
+import (
+	"log"
+	"sync"
+	"unsafe"
+
+	"github.com/PaddlePaddle/Paddle/paddle/go/pserver"
+)
+
+var nullPtr = unsafe.Pointer(uintptr(0))
+var mu sync.Mutex
+var handleMap = make(map[C.client]*pserver.Client)
+var curHandle C.client
+
+func add(c *pserver.Client) C.client {
+	mu.Lock()
+	defer mu.Unlock()
+	client := curHandle
+	curHandle++
+	handleMap[client] = c
+	return client
+}
+
+func get(client C.client) *pserver.Client {
+	mu.Lock()
+	defer mu.Unlock()
+	return handleMap[client]
+}
+
+func remove(client C.client) *pserver.Client {
+	mu.Lock()
+	defer mu.Unlock()
+	h := handleMap[client]
+	delete(handleMap, client)
+	return h
+}
+
+func cArrayToSlice(p unsafe.Pointer, len int) []byte {
+	if p == nullPtr {
+		return nil
+	}
+
+	// create a Go clice backed by a C array,
+	// reference: https://github.com/golang/go/wiki/cgo#turning-c-arrays-into-go-slices
+	return (*[1 << 30]byte)(p)[:len:len]
+}
+
+//export paddle_new_pserver_client
+func paddle_new_pserver_client(addr *C.char) C.client {
+	c := pserver.NewClient(C.GoString(addr))
+	return add(c)
+}
+
+//export paddle_pserver_client_release
+func paddle_pserver_client_release(client C.client) {
+	c := remove(client)
+	c.Cleanup()
+}
+
+//export paddle_begin_init_params
+func paddle_begin_init_params(client C.client, pserver_config unsafe.Pointer, config_len C.int) C.int {
+	c := get(client)
+	b := cArrayToSlice(pserver_config, int(config_len))
+	selected, err := c.BeginInitParams(b)
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	if selected {
+		return 1
+	}
+	return 0
+}
+
+//export paddle_init_param
+func paddle_init_param(client C.client, param C.paddle_parameter, param_config unsafe.Pointer, config_len C.int) C.int {
+	et := pserver.ElementType(param.element_type)
+	name := C.GoString(param.name)
+	content := cArrayToSlice(unsafe.Pointer(param.content), int(param.content_len))
+	pc := pserver.ParameterWithConfig{
+		Param:  pserver.Parameter{Name: name, ElementType: et, Content: content},
+		Config: cArrayToSlice(param_config, int(config_len)),
+	}
+	c := get(client)
+	err := c.InitParam(pc)
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	return 0
+}
+
+//export paddle_finish_init_params
+func paddle_finish_init_params(client C.client) C.int {
+	c := get(client)
+	err := c.FinishInitParams()
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	return 0
+}
+
+//export paddle_send_grads
+func paddle_send_grads(client C.client, grads *C.paddle_gradient, total C.int) C.int {
+	var gs []pserver.Gradient
+	for i := 0; i < int(total); i++ {
+		grad := (*C.paddle_gradient)(unsafe.Pointer((uintptr(unsafe.Pointer(grads)) + uintptr(i)*unsafe.Sizeof(*grads))))
+		et := pserver.ElementType(grad.element_type)
+		name := C.GoString(grad.name)
+		content := cArrayToSlice(unsafe.Pointer(grad.content), int(grad.content_len))
+		gs = append(gs, pserver.Gradient{Name: name, ElementType: et, Content: content})
+	}
+
+	c := get(client)
+	err := c.SendGrads(gs)
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	return 0
+}
+
+//export paddle_get_params
+func paddle_get_params(client C.client, names **C.char, dst **C.paddle_parameter, total C.int) C.int {
+	var ns []string
+	for i := 0; i < int(total); i++ {
+		name := *(**C.char)(unsafe.Pointer((uintptr(unsafe.Pointer(names)) + uintptr(i)*unsafe.Sizeof(*names))))
+		ns = append(ns, C.GoString(name))
+	}
+	c := get(client)
+	ps, err := c.GetParams(ns)
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	for i := 0; i < int(total); i++ {
+		if i >= len(ps) {
+			break
+		}
+
+		p := ps[i]
+		param := *(**C.paddle_parameter)(unsafe.Pointer((uintptr(unsafe.Pointer(dst)) + uintptr(i)*unsafe.Sizeof(*dst))))
+		nameReady := false
+		contentAllocated := false
+
+		if unsafe.Pointer(param) == nullPtr {
+			param = (*C.paddle_parameter)(C.calloc(1, C.size_t(unsafe.Sizeof(*param))))
+		} else {
+			if unsafe.Pointer(param.name) != nullPtr {
+				if n := C.GoString(param.name); n != p.Name {
+					log.Println("Warning: the pre-allocated parameter name does not match the parameter name, it will be freed.", n, p.Name)
+					C.free(unsafe.Pointer(param.name))
+				} else {
+					nameReady = true
+				}
+			}
+
+			if unsafe.Pointer(param.content) != nullPtr {
+				if int(param.content_len) == len(p.Content) {
+					contentAllocated = true
+				} else {
+					log.Println("Warning: the pre-allocated content len does not match parameter content len, the pre-allocated content will be freed.", param.content_len, len(p.Content))
+					C.free(unsafe.Pointer(param.content))
+				}
+			}
+		}
+
+		if !nameReady {
+			param.name = C.CString(p.Name)
+		}
+		if !contentAllocated {
+			param.content = (*C.uchar)(C.malloc(C.size_t(len(p.Content))))
+		}
+		C.memcpy(unsafe.Pointer(param.content), unsafe.Pointer(&p.Content[0]), C.size_t(len(p.Content)))
+		param.content_len = C.int(len(p.Content))
+		param.element_type = C.paddle_element_type(p.ElementType)
+	}
+
+	return 0
+}
+
+//export paddle_save_model
+func paddle_save_model(client C.client, path *C.char) C.int {
+	p := C.GoString(path)
+	c := get(client)
+	err := c.SaveModel(p)
+	if err != nil {
+		log.Println(err)
+		return -1
+	}
+
+	return 0
+}
+
+func main() {} // Required but ignored
diff --git a/paddle/go/cclient/cmake/CMakeDetermineGoCompiler.cmake b/paddle/go/cclient/cmake/CMakeDetermineGoCompiler.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..b3f8fbe271d80aaa72d90d167a0d8130bec7f362
--- /dev/null
+++ b/paddle/go/cclient/cmake/CMakeDetermineGoCompiler.cmake
@@ -0,0 +1,44 @@
+if(NOT CMAKE_Go_COMPILER)
+  if(NOT $ENV{GO_COMPILER} STREQUAL "")
+    get_filename_component(CMAKE_Go_COMPILER_INIT $ENV{GO_COMPILER} PROGRAM PROGRAM_ARGS CMAKE_Go_FLAGS_ENV_INIT)
+
+    if(CMAKE_Go_FLAGS_ENV_INIT)
+      set(CMAKE_Go_COMPILER_ARG1 "${CMAKE_Go_FLAGS_ENV_INIT}" CACHE STRING "First argument to Go compiler")
+    endif()
+
+    if(NOT EXISTS ${CMAKE_Go_COMPILER_INIT})
+      message(SEND_ERROR "Could not find compiler set in environment variable GO_COMPILER:\n$ENV{GO_COMPILER}.")
+    endif()
+
+  endif()
+
+  set(Go_BIN_PATH
+    $ENV{GOPATH}
+    $ENV{GOROOT}
+    $ENV{GOROOT}/../bin
+    $ENV{GO_COMPILER}
+    /usr/bin
+    /usr/local/bin
+    )
+
+  if(CMAKE_Go_COMPILER_INIT)
+    set(CMAKE_Go_COMPILER ${CMAKE_Go_COMPILER_INIT} CACHE PATH "Go Compiler")
+  else()
+    find_program(CMAKE_Go_COMPILER
+      NAMES go
+      PATHS ${Go_BIN_PATH}
+    )
+    EXEC_PROGRAM(${CMAKE_Go_COMPILER} ARGS version OUTPUT_VARIABLE GOLANG_VERSION)
+    STRING(REGEX MATCH "go[0-9]+.[0-9]+.[0-9]+[ /A-Za-z0-9]*" VERSION "${GOLANG_VERSION}")
+    message("-- The Golang compiler identification is ${VERSION}")
+    message("-- Check for working Golang compiler: ${CMAKE_Go_COMPILER}")
+  endif()
+
+endif()
+
+mark_as_advanced(CMAKE_Go_COMPILER)
+
+configure_file(${CMAKE_CURRENT_SOURCE_DIR}/cmake/CMakeGoCompiler.cmake.in
+  ${CMAKE_PLATFORM_INFO_DIR}/CMakeGoCompiler.cmake @ONLY)
+
+set(CMAKE_Go_COMPILER_ENV_VAR "GO_COMPILER")
diff --git a/paddle/go/cclient/cmake/CMakeGoCompiler.cmake.in b/paddle/go/cclient/cmake/CMakeGoCompiler.cmake.in
new file mode 100644
index 0000000000000000000000000000000000000000..a71f08e064656fbaad8cfa77aea6f216515712ef
--- /dev/null
+++ b/paddle/go/cclient/cmake/CMakeGoCompiler.cmake.in
@@ -0,0 +1,8 @@
+set(CMAKE_Go_COMPILER "@CMAKE_Go_COMPILER@")
+set(CMAKE_Go_COMPILER_LOADED 1)
+
+set(CMAKE_Go_SOURCE_FILE_EXTENSIONS go)
+set(CMAKE_Go_LINKER_PREFERENCE 40)
+set(CMAKE_Go_OUTPUT_EXTENSION .o)
+set(CMAKE_Go_OUTPUT_EXTENSION_REPLACE 1)
+set(CMAKE_Go_COMPILER_ENV_VAR "GO_COMPILER")
diff --git a/paddle/go/cclient/cmake/CMakeGoInformation.cmake b/paddle/go/cclient/cmake/CMakeGoInformation.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..ba51ac93fcd429478f324b66bd5129d94ea2a8f4
--- /dev/null
+++ b/paddle/go/cclient/cmake/CMakeGoInformation.cmake
@@ -0,0 +1,7 @@
+if(NOT CMAKE_Go_COMPILE_OBJECT)
+  set(CMAKE_Go_COMPILE_OBJECT "go tool compile -l -N -o <OBJECT> <SOURCE> ")
+endif()
+
+if(NOT CMAKE_Go_LINK_EXECUTABLE)
+  set(CMAKE_Go_LINK_EXECUTABLE "go tool link -o <TARGET> <OBJECTS>  ")
+endif()
diff --git a/paddle/go/cclient/cmake/CMakeTestGoCompiler.cmake b/paddle/go/cclient/cmake/CMakeTestGoCompiler.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..b9891b015baced05b51e34dba562fd98a84fe14c
--- /dev/null
+++ b/paddle/go/cclient/cmake/CMakeTestGoCompiler.cmake
@@ -0,0 +1 @@
+set(CMAKE_Go_COMPILER_WORKS 1 CACHE INTERNAL "")
diff --git a/paddle/go/cclient/cmake/flags.cmake b/paddle/go/cclient/cmake/flags.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..062d5ab660dad2327d9f514f22c2868cc0f161a7
--- /dev/null
+++ b/paddle/go/cclient/cmake/flags.cmake
@@ -0,0 +1,45 @@
+# Setting Paddle Compile Flags
+include(CheckCXXCompilerFlag)
+include(CheckCCompilerFlag)
+include(CheckCXXSymbolExists)
+include(CheckTypeSize)
+
+function(CheckCompilerCXX11Flag)
+    if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
+        if(${CMAKE_CXX_COMPILER_VERSION} VERSION_LESS 4.8)
+            message(FATAL_ERROR "Unsupported GCC version. GCC >= 4.8 required.")
+        endif()
+    elseif(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang" OR CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
+        # cmake >= 3.0 compiler id "AppleClang" on Mac OS X, otherwise "Clang"
+        # Apple Clang is a different compiler than upstream Clang which havs different version numbers.
+        # https://gist.github.com/yamaya/2924292
+        if(APPLE)  # cmake < 3.0 compiler id "Clang" on Mac OS X
+            if(${CMAKE_CXX_COMPILER_VERSION} VERSION_LESS 5.1)
+                message(FATAL_ERROR "Unsupported AppleClang version. AppleClang >= 5.1 required.")
+            endif()
+        else()
+            if (${CMAKE_CXX_COMPILER_VERSION} VERSION_LESS 3.3)
+                message(FATAL_ERROR "Unsupported Clang version. Clang >= 3.3 required.")
+            endif()
+        endif()   
+    endif()
+endfunction()
+
+CheckCompilerCXX11Flag()
+set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+
+# Common gpu architectures: Kepler, Maxwell
+foreach(capability 30 35 50)
+      list(APPEND __arch_flags " -gencode arch=compute_${capability},code=sm_${capability}")
+endforeach()
+
+if (CUDA_VERSION VERSION_GREATER "7.0" OR CUDA_VERSION VERSION_EQUAL "7.0")
+      list(APPEND __arch_flags " -gencode arch=compute_52,code=sm_52")
+endif()
+
+# Modern gpu architectures: Pascal
+if (CUDA_VERSION VERSION_GREATER "8.0" OR CUDA_VERSION VERSION_EQUAL "8.0")
+      list(APPEND __arch_flags " -gencode arch=compute_60,code=sm_60")
+endif()
+
+set(CUDA_NVCC_FLAGS ${__arch_flags} ${CUDA_NVCC_FLAGS})
\ No newline at end of file
diff --git a/paddle/go/cclient/cmake/golang.cmake b/paddle/go/cclient/cmake/golang.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..5d39868bfdfbfbeb88861c7829b6485589993052
--- /dev/null
+++ b/paddle/go/cclient/cmake/golang.cmake
@@ -0,0 +1,46 @@
+set(GOPATH "${CMAKE_CURRENT_BINARY_DIR}/go")
+file(MAKE_DIRECTORY ${GOPATH})
+
+function(ExternalGoProject_Add TARG)
+  add_custom_target(${TARG} env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} get ${ARGN})
+endfunction(ExternalGoProject_Add)
+
+function(add_go_executable NAME)
+  file(GLOB GO_SOURCE RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*.go")
+  add_custom_command(OUTPUT ${OUTPUT_DIR}/.timestamp 
+    COMMAND env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build
+    -o "${CMAKE_CURRENT_BINARY_DIR}/${NAME}"
+    ${CMAKE_GO_FLAGS} ${GO_SOURCE}
+    WORKING_DIRECTORY ${CMAKE_CURRENT_LIST_DIR})
+
+  add_custom_target(${NAME} ALL DEPENDS ${OUTPUT_DIR}/.timestamp ${ARGN})
+  install(PROGRAMS ${CMAKE_CURRENT_BINARY_DIR}/${NAME} DESTINATION bin)
+endfunction(add_go_executable)
+
+
+function(ADD_GO_LIBRARY NAME BUILD_TYPE)
+  if(BUILD_TYPE STREQUAL "STATIC")
+    set(BUILD_MODE -buildmode=c-archive)
+    set(LIB_NAME "lib${NAME}.a")
+  else()
+    set(BUILD_MODE -buildmode=c-shared)
+    if(APPLE)
+      set(LIB_NAME "lib${NAME}.dylib")
+    else()
+      set(LIB_NAME "lib${NAME}.so")
+    endif()
+  endif()
+
+  file(GLOB GO_SOURCE RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*.go")
+  add_custom_command(OUTPUT ${OUTPUT_DIR}/.timestamp
+    COMMAND env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build ${BUILD_MODE}
+    -o "${CMAKE_CURRENT_BINARY_DIR}/${LIB_NAME}"
+    ${CMAKE_GO_FLAGS} ${GO_SOURCE}
+    WORKING_DIRECTORY ${CMAKE_CURRENT_LIST_DIR})
+
+  add_custom_target(${NAME} ALL DEPENDS ${OUTPUT_DIR}/.timestamp ${ARGN})
+
+  if(NOT BUILD_TYPE STREQUAL "STATIC")
+    install(PROGRAMS ${CMAKE_CURRENT_BINARY_DIR}/${LIB_NAME} DESTINATION bin)
+  endif()
+endfunction(ADD_GO_LIBRARY)
diff --git a/paddle/go/cclient/test/CMakeLists.txt b/paddle/go/cclient/test/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c899bd275d37bc28d4aefb2476310581a57e5bb4
--- /dev/null
+++ b/paddle/go/cclient/test/CMakeLists.txt
@@ -0,0 +1,8 @@
+cmake_minimum_required(VERSION 3.0)
+
+include_directories(/env/gopath/src/github.com/PaddlePaddle/Paddle/paddle/go/cclient/build/)
+
+add_executable(main main.c)
+add_dependencies(main client)
+set (CMAKE_EXE_LINKER_FLAGS "-pthread")
+target_link_libraries(main /env/gopath/src/github.com/PaddlePaddle/Paddle/paddle/go/cclient/build/libclient.a) # ${GTEST_LIBRARIES})
diff --git a/paddle/go/cclient/test/main.c b/paddle/go/cclient/test/main.c
new file mode 100644
index 0000000000000000000000000000000000000000..28e3d03b7a000d3251a8d525ce50ca664eff3424
--- /dev/null
+++ b/paddle/go/cclient/test/main.c
@@ -0,0 +1,69 @@
+#include "libclient.h"
+
+//#include "gtest/gtest.h"
+
+void panic() {
+  // TODO(helin): fix: gtest using cmake is not working, using this
+  // hacky way for now.
+  *(void*)0;
+}
+
+int main() {
+  char addr[] = "localhost:3000";
+  client c = paddle_new_pserver_client(addr);
+retry:
+  if (paddle_begin_init_params(c, NULL, 0)) {
+    paddle_parameter param;
+    char name_a[] = "param_a";
+    char name_b[] = "param_b";
+    char content[] = {0x00, 0x11, 0x22};
+    param.element_type = PADDLE_ELEMENT_TYPE_FLOAT32;
+    param.name = name_a;
+    param.content = content;
+    param.content_len = 3;
+    if (paddle_init_param(c, param, NULL, 0) != 0) {
+      goto retry;
+    }
+    param.element_type = PADDLE_ELEMENT_TYPE_INT32;
+    param.name = name_b;
+    param.content = content;
+    param.content_len = 3;
+    if (paddle_init_param(c, param, NULL, 0) != 0) {
+      goto retry;
+    }
+    if (paddle_finish_init_params(c) != 0) {
+      goto retry;
+    }
+  } else {
+    panic();
+  }
+
+  char content[] = {0x00, 0x11, 0x22};
+  paddle_gradient grads[2] = {
+      {"param_a", PADDLE_ELEMENT_TYPE_INT32, content, 3},
+      {"param_b", PADDLE_ELEMENT_TYPE_FLOAT32, content, 3}};
+
+  if (!paddle_send_grads(c, grads, 2)) {
+    panic();
+  }
+
+  paddle_parameter* params[2] = {NULL, NULL};
+  char* names[] = {"param_a", "param_b"};
+  if (!paddle_get_params(c, names, params, 2)) {
+    panic();
+  }
+
+  // get parameters again by reusing the allocated parameter buffers.
+  if (!paddle_get_params(c, names, params, 2)) {
+    panic();
+  }
+
+  paddle_release_param(params[0]);
+  paddle_release_param(params[1]);
+
+  if (!paddle_save_model(c, "/tmp/")) {
+    panic();
+  }
+
+  return 0;
+}
diff --git a/paddle/go/pserver/client.go b/paddle/go/pserver/client.go
new file mode 100644
index 0000000000000000000000000000000000000000..5b110af648da684c945ba6bfda3d50fa9a295773
--- /dev/null
+++ b/paddle/go/pserver/client.go
@@ -0,0 +1,83 @@
+package pserver
+
+// ElementType is the type of elements of a Parameter.
+type ElementType int
+
+// Supported element types
+const (
+	Int32 ElementType = iota
+	UInt32
+	Int64
+	UInt64
+	Float32
+	Float64
+)
+
+// Parameter is a piece of data to sync with the parameter server.
+type Parameter struct {
+	Name        string
+	ElementType ElementType
+	Content     []byte
+}
+
+// ParameterWithConfig contains the parameter and the configuration.
+type ParameterWithConfig struct {
+	Param  Parameter
+	Config []byte // parameter configuration in Proto Buffer format
+}
+
+// Gradient is the gradient of the parameter.
+type Gradient Parameter
+
+// Client is the client to parameter servers.
+type Client struct {
+}
+
+// NewClient creates a new client.
+func NewClient(addr string) *Client {
+	return &Client{}
+}
+
+// BeginInitParams begins to initialize parameters on parameter
+// servers.
+//
+// BeginInitParams will be called from multiple trainers, only one
+// trainer will be selected to initialize the parameters on parameter
+// servers. Other trainers will be blocked until the initialization is
+// done, and they need to get the initialized parameters from
+// parameter servers using GetParams.
+func (c *Client) BeginInitParams(pserverConfigProto []byte) (selected bool, err error) {
+	return true, nil
+}
+
+// InitParam initializes the parameter on parameter servers.
+func (c *Client) InitParam(paramWithConfigs ParameterWithConfig) error {
+	return nil
+}
+
+// FinishInitParams tells parameter servers client has sent all
+// parameters to parameter servers as initialization.
+func (c *Client) FinishInitParams() error {
+	return nil
+}
+
+// SendGrads sends gradients to parameter servers for updating
+// parameters.
+func (c *Client) SendGrads(grads []Gradient) error {
+	return nil
+}
+
+// GetParams gets parameters from parameter servers.
+func (c *Client) GetParams(names []string) ([]Parameter, error) {
+	return nil, nil
+}
+
+// SaveModel indicates parameters to save the parameter to the given
+// path.
+func (c *Client) SaveModel(path string) error {
+	return nil
+}
+
+// Cleanup cleans up the client states.
+func (c *Client) Cleanup() {
+}