CMakeLists.txt 10.2 KB
Newer Older
1 2
cmake_minimum_required(VERSION 3.0)
project(cpp_inference_demo CXX C)
D
dzhwinter 已提交
3 4 5
option(WITH_MKL        "Compile demo with MKL/OpenBlas support, default use MKL."       ON)
option(WITH_GPU        "Compile demo with GPU/CPU, default use CPU."                    OFF)
option(WITH_STATIC_LIB "Compile demo with static/shared library, default use static."   ON)
N
nhzlx 已提交
6
option(USE_TENSORRT "Compile demo with TensorRT."   OFF)
7
option(WITH_ONNXRUNTIME       "Compile demo with ONNXRuntime"       OFF)
8

9 10
if(NOT WITH_STATIC_LIB)
  add_definitions("-DPADDLE_WITH_SHARED_LIB")
11 12 13 14
else()
  # PD_INFER_DECL is mainly used to set the dllimport/dllexport attribute in dynamic library mode. 
  # Set it to empty in static library mode to avoid compilation issues.
  add_definitions("/DPD_INFER_DECL=")
15
endif()
D
dzhwinter 已提交
16 17

macro(safe_set_static_flag)
18 19 20 21 22 23 24
    foreach(flag_var
        CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE
        CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO)
      if(${flag_var} MATCHES "/MD")
        string(REGEX REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}")
      endif(${flag_var} MATCHES "/MD")
    endforeach(flag_var)
D
dzhwinter 已提交
25
endmacro()
26

P
peizhilin 已提交
27 28 29 30 31 32 33 34
if(NOT DEFINED PADDLE_LIB)
  message(FATAL_ERROR "please set PADDLE_LIB with -DPADDLE_LIB=/path/paddle/lib")
endif()
if(NOT DEFINED DEMO_NAME)
  message(FATAL_ERROR "please set DEMO_NAME with -DDEMO_NAME=demo_name")
endif()

include_directories("${PADDLE_LIB}/")
35 36 37
set(PADDLE_LIB_THIRD_PARTY_PATH "${PADDLE_LIB}/third_party/install/")
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}protobuf/include")
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}glog/include")
S
Steffy-zxf 已提交
38
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}utf8proc/include")
39 40
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}gflags/include")
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}xxhash/include")
41
include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}cryptopp/include")
P
peizhilin 已提交
42

43 44
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}protobuf/lib")
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}glog/lib")
S
Steffy-zxf 已提交
45
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}utf8proc/lib")
46 47
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}gflags/lib")
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}xxhash/lib")
48
link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}cryptopp/lib")
P
peizhilin 已提交
49
link_directories("${PADDLE_LIB}/paddle/lib")
50 51 52 53 54 55 56
if (WITH_ONNXRUNTIME)
  include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/include")
  include_directories("${PADDLE_LIB_THIRD_PARTY_PATH}paddle2onnx/include")

  link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/lib")
  link_directories("${PADDLE_LIB_THIRD_PARTY_PATH}paddle2onnx/lib")
endif()
P
peizhilin 已提交
57

D
dzhwinter 已提交
58
if (WIN32)
P
peizhilin 已提交
59
  add_definitions("/DGOOGLE_GLOG_DLL_DECL=")
60
  option(MSVC_STATIC_CRT "use static C Runtime library by default" ON)
61
  if (MSVC_STATIC_CRT)
W
Wilber 已提交
62 63 64
    if (WITH_MKL)
      set(FLAG_OPENMP "/openmp")
    endif()
65
    set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /wd4244 /wd4251 /wd4267 /wd4305")
W
Wilber 已提交
66 67
    set(CMAKE_C_FLAGS_DEBUG   "${CMAKE_C_FLAGS_DEBUG} /bigobj /MTd ${FLAG_OPENMP}")
    set(CMAKE_C_FLAGS_RELEASE  "${CMAKE_C_FLAGS_RELEASE} /bigobj /MT ${FLAG_OPENMP}")
68
    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /wd4244 /wd4251 /wd4267 /wd4305")
W
Wilber 已提交
69 70
    set(CMAKE_CXX_FLAGS_DEBUG  "${CMAKE_CXX_FLAGS_DEBUG} /bigobj /MTd ${FLAG_OPENMP}")
    set(CMAKE_CXX_FLAGS_RELEASE   "${CMAKE_CXX_FLAGS_RELEASE} /bigobj /MT ${FLAG_OPENMP}")
71
    safe_set_static_flag()
72 73 74
    if (WITH_STATIC_LIB)
      add_definitions(-DSTATIC_LIB)
    endif()
D
dzhwinter 已提交
75
  endif()
D
dzhwinter 已提交
76
else()
W
Wilber 已提交
77 78 79 80
  if(WITH_MKL)
    set(FLAG_OPENMP "-fopenmp")
  endif()
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 ${FLAG_OPENMP}")
D
dzhwinter 已提交
81
endif()
82

83
if(WITH_GPU)
D
dzhwinter 已提交
84 85 86
  if(NOT WIN32)
    set(CUDA_LIB "/usr/local/cuda/lib64/" CACHE STRING "CUDA Library")
  else()
87 88
    set(CUDA_LIB "" CACHE STRING "CUDA_LIB")
    if("${TENSORRT_ROOT}" STREQUAL "")
Z
Zhou Wei 已提交
89 90 91 92 93
      if(DEFINED ENV{CUDA_PATH})
        set(CUDA_LIB "$ENV{CUDA_PATH}\\lib\\x64")
      else()
        set(CUDA_LIB "C:\\Program\ Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v10.2\\lib\\x64")
      endif()
D
dzhwinter 已提交
94
    endif()
95
    message(STATUS "Current CUDA lib path: ${CUDA_LIB}")
D
dzhwinter 已提交
96
  endif(NOT WIN32)
97 98
endif()

99
if (USE_TENSORRT AND WITH_GPU)
100 101 102 103
  set(TENSORRT_ROOT "" CACHE STRING "The root directory of TensorRT library")
  if("${TENSORRT_ROOT}" STREQUAL "")
      message(FATAL_ERROR "The TENSORRT_ROOT is empty, you must assign it a value with CMake command. Such as: -DTENSORRT_ROOT=TENSORRT_ROOT_PATH ")
  endif()
104 105
  set(TENSORRT_INCLUDE_DIR ${TENSORRT_ROOT}/include)
  set(TENSORRT_LIB_DIR ${TENSORRT_ROOT}/lib)
106 107 108 109 110 111 112
  file(READ ${TENSORRT_INCLUDE_DIR}/NvInfer.h TENSORRT_VERSION_FILE_CONTENTS)
  string(REGEX MATCH "define NV_TENSORRT_MAJOR +([0-9]+)" TENSORRT_MAJOR_VERSION
    "${TENSORRT_VERSION_FILE_CONTENTS}")
  if("${TENSORRT_MAJOR_VERSION}" STREQUAL "")
    file(READ ${TENSORRT_INCLUDE_DIR}/NvInferVersion.h TENSORRT_VERSION_FILE_CONTENTS)
    string(REGEX MATCH "define NV_TENSORRT_MAJOR +([0-9]+)" TENSORRT_MAJOR_VERSION
      "${TENSORRT_VERSION_FILE_CONTENTS}")
N
nhzlx 已提交
113
  endif()
114 115 116 117 118 119 120 121 122 123
  if("${TENSORRT_MAJOR_VERSION}" STREQUAL "")
    message(SEND_ERROR "Failed to detect TensorRT version.")
  endif()
  string(REGEX REPLACE "define NV_TENSORRT_MAJOR +([0-9]+)" "\\1"
    TENSORRT_MAJOR_VERSION "${TENSORRT_MAJOR_VERSION}")
  message(STATUS "Current TensorRT header is ${TENSORRT_INCLUDE_DIR}/NvInfer.h. "
    "Current TensorRT version is v${TENSORRT_MAJOR_VERSION}. ")
  include_directories("${TENSORRT_INCLUDE_DIR}")
  link_directories("${TENSORRT_LIB_DIR}")
endif()
N
nhzlx 已提交
124

125
if(WITH_MKL)
126 127 128
  set(MATH_LIB_PATH "${PADDLE_LIB_THIRD_PARTY_PATH}mklml")
  include_directories("${MATH_LIB_PATH}/include")
  if(WIN32)
129 130
    set(MATH_LIB ${MATH_LIB_PATH}/lib/mklml${CMAKE_STATIC_LIBRARY_SUFFIX}
                 ${MATH_LIB_PATH}/lib/libiomp5md${CMAKE_STATIC_LIBRARY_SUFFIX})
131
  else()
132 133
    set(MATH_LIB ${MATH_LIB_PATH}/lib/libmklml_intel${CMAKE_SHARED_LIBRARY_SUFFIX}
                 ${MATH_LIB_PATH}/lib/libiomp5${CMAKE_SHARED_LIBRARY_SUFFIX})
134
  endif()
135
  set(MKLDNN_PATH "${PADDLE_LIB_THIRD_PARTY_PATH}mkldnn")
136 137
  if(EXISTS ${MKLDNN_PATH})
    include_directories("${MKLDNN_PATH}/include")
P
peizhilin 已提交
138 139 140 141 142
    if(WIN32)
      set(MKLDNN_LIB ${MKLDNN_PATH}/lib/mkldnn.lib)
    else(WIN32)
      set(MKLDNN_LIB ${MKLDNN_PATH}/lib/libmkldnn.so.0)
    endif(WIN32)
143 144
  endif()
else()
145 146
  set(OPENBLAS_LIB_PATH "${PADDLE_LIB_THIRD_PARTY_PATH}openblas")
  include_directories("${OPENBLAS_LIB_PATH}/include/openblas")
147
  if(WIN32)
148
    set(MATH_LIB ${OPENBLAS_LIB_PATH}/lib/openblas${CMAKE_STATIC_LIBRARY_SUFFIX})
149
  else()
150
    set(MATH_LIB ${OPENBLAS_LIB_PATH}/lib/libopenblas${CMAKE_STATIC_LIBRARY_SUFFIX})
151
  endif()
152 153
endif()

L
Luo Tao 已提交
154
if(WITH_STATIC_LIB)
155
  set(DEPS ${PADDLE_LIB}/paddle/lib/libpaddle_inference${CMAKE_STATIC_LIBRARY_SUFFIX})
L
Luo Tao 已提交
156
else()
157
  if(WIN32)
158
    set(DEPS ${PADDLE_LIB}/paddle/lib/paddle_inference${CMAKE_STATIC_LIBRARY_SUFFIX})
159
  else()
160
    set(DEPS ${PADDLE_LIB}/paddle/lib/libpaddle_inference${CMAKE_SHARED_LIBRARY_SUFFIX})
161
  endif()
L
Luo Tao 已提交
162
endif()
163

164 165 166 167 168 169 170 171 172 173 174
if (WITH_ONNXRUNTIME)
  if(WIN32)
    set(DEPS ${DEPS} ${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/lib/onnxruntime.lib paddle2onnx)
  elseif(APPLE)
    set(DEPS ${DEPS} ${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/lib/libonnxruntime.1.10.0.dylib paddle2onnx)
  else()
    set(DEPS ${DEPS} ${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/lib/libonnxruntime.so.1.10.0 paddle2onnx)
  endif()
endif()


D
dzhwinter 已提交
175
if (NOT WIN32)
P
peizhilin 已提交
176 177
  set(EXTERNAL_LIB "-lrt -ldl -lpthread")
  set(DEPS ${DEPS}
178
      ${MATH_LIB} ${MKLDNN_LIB}
S
Steffy-zxf 已提交
179
      glog gflags protobuf xxhash cryptopp utf8proc
P
peizhilin 已提交
180
      ${EXTERNAL_LIB})
D
dzhwinter 已提交
181
else()
P
peizhilin 已提交
182 183
  set(DEPS ${DEPS}
      ${MATH_LIB} ${MKLDNN_LIB}
S
Steffy-zxf 已提交
184 185
      glog gflags_static libprotobuf xxhash cryptopp-static utf8proc_static
      ${EXTERNAL_LIB})
186
  set(DEPS ${DEPS} shlwapi.lib)
D
dzhwinter 已提交
187 188
endif(NOT WIN32)

189
if(WITH_GPU)
D
dzhwinter 已提交
190
  if(NOT WIN32)
M
minqiyang 已提交
191
    if (USE_TENSORRT)
192 193
      set(DEPS ${DEPS} ${TENSORRT_LIB_DIR}/libnvinfer${CMAKE_SHARED_LIBRARY_SUFFIX})
      set(DEPS ${DEPS} ${TENSORRT_LIB_DIR}/libnvinfer_plugin${CMAKE_SHARED_LIBRARY_SUFFIX})
N
nhzlx 已提交
194
    endif()
D
dzhwinter 已提交
195 196
    set(DEPS ${DEPS} ${CUDA_LIB}/libcudart${CMAKE_SHARED_LIBRARY_SUFFIX})
  else()
197
    if(USE_TENSORRT)
198 199
      set(DEPS ${DEPS} ${TENSORRT_LIB_DIR}/nvinfer${CMAKE_STATIC_LIBRARY_SUFFIX})
      set(DEPS ${DEPS} ${TENSORRT_LIB_DIR}/nvinfer_plugin${CMAKE_STATIC_LIBRARY_SUFFIX})
200 201 202
      if(${TENSORRT_MAJOR_VERSION} GREATER_EQUAL 7)
        set(DEPS ${DEPS} ${TENSORRT_LIB_DIR}/myelin64_1${CMAKE_STATIC_LIBRARY_SUFFIX})
      endif()
203
    endif()
D
dzhwinter 已提交
204
    set(DEPS ${DEPS} ${CUDA_LIB}/cudart${CMAKE_STATIC_LIBRARY_SUFFIX} )
P
peizhilin 已提交
205 206
    set(DEPS ${DEPS} ${CUDA_LIB}/cublas${CMAKE_STATIC_LIBRARY_SUFFIX} )
    set(DEPS ${DEPS} ${CUDA_LIB}/cudnn${CMAKE_STATIC_LIBRARY_SUFFIX} )
D
dzhwinter 已提交
207
  endif()
208 209
endif()

P
peizhilin 已提交
210
add_executable(${DEMO_NAME} ${DEMO_NAME}.cc)
D
dzhwinter 已提交
211
target_link_libraries(${DEMO_NAME} ${DEPS})
212
if(WIN32)
213 214 215 216 217 218
  if("${CMAKE_GENERATOR}" MATCHES "Ninja")
    set(LIB_PATH ${CMAKE_BINARY_DIR})
  else()
    set(LIB_PATH ${CMAKE_BINARY_DIR}/${CMAKE_BUILD_TYPE})
  endif()

219 220 221
  if(USE_TENSORRT)
    add_custom_command(TARGET ${DEMO_NAME} POST_BUILD
            COMMAND ${CMAKE_COMMAND} -E copy ${TENSORRT_LIB_DIR}/nvinfer${CMAKE_SHARED_LIBRARY_SUFFIX}
222
              ${LIB_PATH}
223
            COMMAND ${CMAKE_COMMAND} -E copy ${TENSORRT_LIB_DIR}/nvinfer_plugin${CMAKE_SHARED_LIBRARY_SUFFIX}
224
              ${LIB_PATH}
225
    )
226 227 228
    if(${TENSORRT_MAJOR_VERSION} GREATER_EQUAL 7)
      add_custom_command(TARGET ${DEMO_NAME} POST_BUILD
              COMMAND ${CMAKE_COMMAND} -E copy ${TENSORRT_LIB_DIR}/myelin64_1${CMAKE_SHARED_LIBRARY_SUFFIX}
229
                ${LIB_PATH})
230
    endif()
231
  endif()
232 233
  if(WITH_MKL)
    add_custom_command(TARGET ${DEMO_NAME} POST_BUILD
234 235 236
          COMMAND ${CMAKE_COMMAND} -E copy ${MATH_LIB_PATH}/lib/mklml.dll ${LIB_PATH}
          COMMAND ${CMAKE_COMMAND} -E copy ${MATH_LIB_PATH}/lib/libiomp5md.dll ${LIB_PATH}
          COMMAND ${CMAKE_COMMAND} -E copy ${MKLDNN_PATH}/lib/mkldnn.dll  ${LIB_PATH}
237 238
    )
  else()
239
    add_custom_command(TARGET ${DEMO_NAME} POST_BUILD
240
          COMMAND ${CMAKE_COMMAND} -E copy ${OPENBLAS_LIB_PATH}/lib/openblas.dll ${LIB_PATH}
241 242
    )
  endif()
243 244 245
  if(WITH_ONNXRUNTIME)
    add_custom_command(TARGET ${DEMO_NAME} POST_BUILD
    COMMAND ${CMAKE_COMMAND} -E copy ${PADDLE_LIB_THIRD_PARTY_PATH}onnxruntime/lib/onnxruntime.dll
246
      ${LIB_PATH}
247
    COMMAND ${CMAKE_COMMAND} -E copy ${PADDLE_LIB_THIRD_PARTY_PATH}paddle2onnx/lib/paddle2onnx.dll
248
      ${LIB_PATH}
249 250
    )
  endif()
251
  if(NOT WITH_STATIC_LIB)
252
      add_custom_command(TARGET ${DEMO_NAME} POST_BUILD 
253
        COMMAND ${CMAKE_COMMAND} -E copy "${PADDLE_LIB}/paddle/lib/paddle_inference.dll" ${LIB_PATH}
254
      )
255
  endif()
256
endif()