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xmake.lua 12 KB

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  1. package("libtorch")
  2. set_homepage("https://pytorch.org/")
  3. set_description("An open source machine learning framework that accelerates the path from research prototyping to production deployment.")
  4. set_license("BSD-3-Clause")
  5. add_urls("https://github.com/pytorch/pytorch.git")
  6. add_versions("v1.8.0", "37c1f4a7fef115d719104e871d0cf39434aa9d56")
  7. add_versions("v1.8.1", "56b43f4fec1f76953f15a627694d4bba34588969")
  8. add_versions("v1.8.2", "e0495a7aa104471d95dc85a1b8f6473fbcc427a8")
  9. add_versions("v1.9.0", "d69c22dd61a2f006dcfe1e3ea8468a3ecaf931aa")
  10. add_versions("v1.9.1", "dfbd030854359207cb3040b864614affeace11ce")
  11. add_versions("v1.11.0", "bc2c6edaf163b1a1330e37a6e34caf8c553e4755")
  12. add_versions("v1.12.1", "664058fa83f1d8eede5d66418abff6e20bd76ca8")
  13. add_versions("v2.1.0", "7bcf7da3a268b435777fe87c7794c382f444e86d")
  14. add_versions("v2.1.2", "a8e7c98cb95ff97bb30a728c6b2a1ce6bff946eb")
  15. add_versions("v2.2.2", "39901f229520a5256505ec24782f716ee7ddc843")
  16. add_versions("v2.3.1", "63d5e9221bedd1546b7d364b5ce4171547db12a9")
  17. add_versions("v2.4.0", "d990dada86a8ad94882b5c23e859b88c0c255bda")
  18. add_patches("1.9.x", "patches/1.9.0/gcc11.patch", "4191bb3296f18f040c230d7c5364fb160871962d6278e4ae0f8bc481f27d8e4b")
  19. add_patches("1.11.0", "patches/1.11.0/gcc11.patch", "1404b0bc6ce7433ecdc59d3412e3d9ed507bb5fd2cd59134a254d7d4a8d73012")
  20. -- Fix compile on macOS. Refer to https://github.com/pytorch/pytorch/pull/80916
  21. add_patches("1.12.1", "patches/1.12.1/clang.patch", "cdc3e00b2fea847678b1bcc6b25a4dbd924578d8fb25d40543521a09aab2f7d4")
  22. add_patches("1.12.1", "patches/1.12.1/vs2022.patch", "5a31b9772793c943ca752c92d6415293f7b3863813ca8c5eb9d92a6156afd21d")
  23. add_patches("2.2.2", "patches/2.2.2/pocketfft.patch", "8b756d867fb60839dcaeb1ee0bdf4189ee95e7f5c6f3810f8cbc8f6a5fae60e9")
  24. add_configs("shared", {description = "Build shared library.", default = true, type = "boolean"})
  25. add_configs("python", {description = "Build python interface.", default = false, type = "boolean"})
  26. add_configs("openmp", {description = "Use OpenMP for parallel code.", default = true, type = "boolean"})
  27. add_configs("cuda", {description = "Enable CUDA support.", default = false, type = "boolean"})
  28. -- https://github.com/pytorch/pytorch/issues/24186 only ninja is supported on windows
  29. add_configs("ninja", {description = "Use ninja as build tool.", default = is_plat("windows"), type = "boolean"})
  30. add_configs("blas", {description = "Set BLAS vendor.", default = "openblas", type = "string", values = {"mkl", "openblas", "eigen"}})
  31. add_configs("pybind11", {description = "Use pybind11 from xrepo.", default = false, type = "boolean"})
  32. add_configs("protobuf-cpp", {description = "Use protobuf from xrepo.", default = false, type = "boolean"})
  33. if not is_plat("macosx") then
  34. add_configs("distributed", {description = "Enable distributed support.", default = false, type = "boolean"})
  35. end
  36. add_deps("cmake")
  37. add_deps("python 3.x", {kind = "binary"})
  38. add_includedirs("include")
  39. add_includedirs("include/torch/csrc/api/include")
  40. if is_plat("linux") then
  41. add_syslinks("rt")
  42. end
  43. -- enable long paths for git submodule on windows
  44. if is_host("windows") and set_policy then
  45. set_policy("platform.longpaths", true)
  46. end
  47. on_load("windows|x64", "macosx", "linux", function (package)
  48. if package:config("ninja") then
  49. package:add("deps", "ninja")
  50. end
  51. if package:config("openmp") then
  52. package:add("deps", "openmp")
  53. end
  54. if package:config("cuda") then
  55. package:add("deps", "cuda", {configs = {utils = {"nvrtc", "cudnn", "cufft", "curand", "cublas", "cudart_static"}}})
  56. package:add("deps", "nvtx")
  57. end
  58. if package:config("distributed") then
  59. package:add("deps", "libuv")
  60. end
  61. if not package:is_plat("macosx") and package:config("blas") then
  62. package:add("deps", package:config("blas"))
  63. end
  64. if package:config("pybind11") then
  65. package:add("deps", "pybind11")
  66. end
  67. if package:config("protobuf-cpp") then
  68. package:add("deps", "protobuf-cpp")
  69. end
  70. end)
  71. on_install("windows|x64", "macosx", "linux", function (package)
  72. import("package.tools.cmake")
  73. import("core.tool.toolchain")
  74. if package:is_plat("windows") then
  75. local vs = toolchain.load("msvc"):config("vs")
  76. if tonumber(vs) < 2019 then
  77. raise("Your compiler is too old to use this library.")
  78. end
  79. end
  80. -- tackle link flags
  81. local libnames = {"torch", "torch_cpu"}
  82. if package:config("cuda") then
  83. table.insert(libnames, "torch_cuda")
  84. end
  85. table.insert(libnames, "c10")
  86. if package:config("cuda") then
  87. table.insert(libnames, "c10_cuda")
  88. end
  89. local suffix = ""
  90. if not package:is_plat("windows") and package:config("shared") then
  91. package:add("ldflags", "-Wl,-rpath," .. package:installdir("lib"))
  92. if package:is_plat("linux") then
  93. suffix = ".so"
  94. elseif package:is_plat("macosx") then
  95. suffix = ".dylib"
  96. end
  97. for _, lib in ipairs(libnames) do
  98. package:add("ldflags", (package:is_plat("linux") and "-Wl,--no-as-needed," or "") .. package:installdir("lib", "lib") .. lib .. suffix)
  99. end
  100. else
  101. for _, lib in ipairs(libnames) do
  102. package:add("links", lib)
  103. end
  104. end
  105. if not package:config("shared") then
  106. for _, lib in ipairs({"nnpack", "pytorch_qnnpack", "qnnpack", "XNNPACK", "caffe2_protos", "protobuf-lite", "protobuf", "protoc", "onnx", "onnx_proto", "foxi_loader", "pthreadpool", "eigen_blas", "fbgemm", "cpuinfo", "clog", "dnnl_graph", "dnnl", "mkldnn", "sleef", "asmjit", "fmt", "kineto"}) do
  107. package:add("links", lib)
  108. end
  109. end
  110. -- some patches to the third-party cmake files
  111. io.replace("cmake/MiscCheck.cmake", "if(UNIX)", "if(TRUE)", {plain = true})
  112. io.replace("third_party/fbgemm/CMakeLists.txt", "PRIVATE FBGEMM_STATIC", "PUBLIC FBGEMM_STATIC", {plain = true})
  113. io.replace("third_party/fbgemm/CMakeLists.txt", "-Werror", "", {plain = true})
  114. io.replace("third_party/protobuf/cmake/install.cmake", "install%(DIRECTORY.-%)", "")
  115. if package:is_plat("windows") then
  116. if package:config("vs_runtime"):startswith("MD") then
  117. io.replace("third_party/fbgemm/CMakeLists.txt", "MT", "MD", {plain = true})
  118. io.replace("c10/macros/Macros.h", "extern \"C\" {\nC10_IMPORT", "extern \"C\" {\n__declspec(dllimport)", {plain = true})
  119. else
  120. io.replace("CMakeLists.txt", "\"NOT BUILD_SHARED_LIBS\" OFF", "\"NOT BUILD_SHARED_LIBS\" ON", {plain = true})
  121. io.replace("c10/macros/Macros.h", "extern \"C\" {\nC10_IMPORT", "extern \"C\" {", {plain = true})
  122. end
  123. end
  124. -- prepare python
  125. local python_exe = package:is_plat("windows") and "python" or "python3"
  126. os.vrun(python_exe .. " -m pip install typing_extensions pyyaml")
  127. local configs = {"-DUSE_MPI=OFF",
  128. "-DUSE_NUMA=OFF",
  129. "-DUSE_MAGMA=OFF",
  130. "-DBUILD_TEST=OFF",
  131. "-DATEN_NO_TEST=ON"}
  132. if package:config("python") then
  133. table.insert(configs, "-DBUILD_PYTHON=ON")
  134. os.vrun(python_exe .. " -m pip install numpy")
  135. else
  136. table.insert(configs, "-DBUILD_PYTHON=OFF")
  137. table.insert(configs, "-DUSE_NUMPY=OFF")
  138. end
  139. -- prepare for installation
  140. local envs = cmake.buildenvs(package)
  141. if not package:is_plat("macosx") then
  142. if package:config("blas") == "mkl" then
  143. table.insert(configs, "-DBLAS=MKL")
  144. local mkl = package:dep("mkl"):fetch()
  145. table.insert(configs, "-DINTEL_MKL_DIR=" .. path.directory(mkl.sysincludedirs[1]))
  146. elseif package:config("blas") == "openblas" then
  147. table.insert(configs, "-DBLAS=OpenBLAS")
  148. envs.OpenBLAS_HOME = package:dep("openblas"):installdir()
  149. elseif package:config("blas") == "eigen" then
  150. table.insert(configs, "-DBLAS=Eigen")
  151. end
  152. end
  153. if package:config("distributed") then
  154. envs.libuv_ROOT = package:dep("libuv"):installdir()
  155. end
  156. table.insert(configs, "-DCMAKE_BUILD_TYPE=" .. (package:debug() and "Debug" or "Release"))
  157. table.insert(configs, "-DBUILD_SHARED_LIBS=" .. (package:config("shared") and "ON" or "OFF"))
  158. table.insert(configs, "-DUSE_CUDA=" .. (package:config("cuda") and "ON" or "OFF"))
  159. table.insert(configs, "-DUSE_OPENMP=" .. (package:config("openmp") and "ON" or "OFF"))
  160. table.insert(configs, "-DUSE_DISTRIBUTED=" .. (package:config("distributed") and "ON" or "OFF"))
  161. table.insert(configs, "-DUSE_SYSTEM_PYBIND11=" .. (package:config("pybind11") and "ON" or "OFF"))
  162. table.insert(configs, "-DBUILD_CUSTOM_PROTOBUF=" .. (package:config("protobuf-cpp") and "OFF" or "ON"))
  163. local pythonpath, err = os.iorun(python_exe .. " -c \"import sys; print(sys.executable)\"")
  164. table.insert(configs, "-DPYTHON_EXECUTABLE=" .. pythonpath)
  165. if package:is_plat("windows") then
  166. table.insert(configs, "-DCAFFE2_USE_MSVC_STATIC_RUNTIME=" .. (package:config("vs_runtime"):startswith("MT") and "ON" or "OFF"))
  167. table.insert(configs, "-DCPUINFO_RUNTIME_TYPE=" .. (package:config("vs_runtime"):startswith("MT") and "static" or "shared"))
  168. local vs_sdkver = toolchain.load("msvc"):config("vs_sdkver")
  169. if vs_sdkver then
  170. local build_ver = string.match(vs_sdkver, "%d+%.%d+%.(%d+)%.?%d*")
  171. assert(tonumber(build_ver) >= 18362, "libtorch requires Windows SDK to be at least 10.0.18362.0")
  172. table.insert(configs, "-DCMAKE_VS_WINDOWS_TARGET_PLATFORM_VERSION=" .. vs_sdkver)
  173. table.insert(configs, "-DCMAKE_SYSTEM_VERSION=" .. vs_sdkver)
  174. end
  175. end
  176. local opt = {envs = envs}
  177. if package:config("ninja") then
  178. opt.cmake_generator = "Ninja"
  179. end
  180. cmake.install(package, configs, opt)
  181. -- These libs are not installed by cmake but are required for static link.
  182. local cp_libs = {"libonnx", "libonnx_proto"}
  183. if package:version():eq("v1.11.0") then
  184. table.insert(cp_libs, "libbreakpad")
  185. table.insert(cp_libs, "libbreakpad_common")
  186. end
  187. local static_lib_suffix = ".a"
  188. if package:is_plat("windows") then
  189. static_lib_suffix = ".lib"
  190. end
  191. for _, libname in ipairs(cp_libs) do
  192. os.trycp(path.join(package:buildir(), "lib", libname .. static_lib_suffix), package:installdir("lib"))
  193. end
  194. -- Following patches are needed for static link.
  195. io.replace(
  196. path.join(package:installdir("share/cmake/Torch/TorchConfig.cmake")),
  197. "append_torchlib_if_found(dnnl mkldnn)",
  198. "append_torchlib_if_found(dnnl_graph dnnl mkldnn)",
  199. {plain = true}
  200. )
  201. if package:version():eq("v1.11.0") then
  202. io.replace(
  203. path.join(package:installdir("share/cmake/Torch/TorchConfig.cmake")),
  204. "append_torchlib_if_found(sleef asmjit)",
  205. "append_torchlib_if_found(sleef asmjit)\n append_torchlib_if_found(breakpad breakpad_common)",
  206. {plain = true}
  207. )
  208. end
  209. end)
  210. on_test(function (package)
  211. assert(package:check_cxxsnippets({test = [[
  212. void test() {
  213. auto a = torch::ones(3);
  214. auto b = torch::tensor({1, 2, 3});
  215. auto c = torch::dot(a, b);
  216. }
  217. ]]}, {configs = {languages = "c++17"}, includes = "torch/torch.h"}))
  218. end)