diff options
Diffstat (limited to 'nixpkgs/pkgs/development/libraries/onnxruntime')
| -rw-r--r-- | nixpkgs/pkgs/development/libraries/onnxruntime/default.nix | 145 |
1 files changed, 145 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/libraries/onnxruntime/default.nix b/nixpkgs/pkgs/development/libraries/onnxruntime/default.nix new file mode 100644 index 000000000000..f01899290035 --- /dev/null +++ b/nixpkgs/pkgs/development/libraries/onnxruntime/default.nix @@ -0,0 +1,145 @@ +{ stdenv +, lib +, fetchFromGitHub +, fetchpatch +, fetchurl +, pkg-config +, cmake +, python3Packages +, libpng +, zlib +, eigen +, protobuf +, howard-hinnant-date +, nlohmann_json +, boost +, oneDNN +, abseil-cpp_202111 +, gtest +, pythonSupport ? false +, nsync +, flatbuffers +}: + +# Python Support +# +# When enabling Python support a wheel is made and stored in a `dist` output. +# This wheel is then installed in a separate derivation. + +assert pythonSupport -> lib.versionOlder protobuf.version "3.20"; + +stdenv.mkDerivation rec { + pname = "onnxruntime"; + version = "1.13.1"; + + src = fetchFromGitHub { + owner = "microsoft"; + repo = "onnxruntime"; + rev = "v${version}"; + sha256 = "sha256-paaeq6QeiOzwiibbz0GkYZxEI/V80lvYNYTm6AuyAXQ="; + fetchSubmodules = true; + }; + + patches = [ + # Use dnnl from nixpkgs instead of submodules + (fetchpatch { + name = "system-dnnl.patch"; + url = "https://aur.archlinux.org/cgit/aur.git/plain/system-dnnl.diff?h=python-onnxruntime&id=9c392fb542979981fe0026e0fe3cc361a5f00a36"; + sha256 = "sha256-+kedzJHLFU1vMbKO9cn8fr+9A5+IxIuiqzOfR2AfJ0k="; + }) + ]; + + nativeBuildInputs = [ + cmake + pkg-config + python3Packages.python + gtest + ] ++ lib.optionals pythonSupport (with python3Packages; [ + setuptools + wheel + pip + pythonOutputDistHook + ]); + + buildInputs = [ + libpng + zlib + howard-hinnant-date + nlohmann_json + boost + oneDNN + protobuf + ] ++ lib.optionals pythonSupport [ + nsync + python3Packages.numpy + python3Packages.pybind11 + python3Packages.packaging + ]; + + # TODO: build server, and move .so's to lib output + # Python's wheel is stored in a separate dist output + outputs = [ "out" "dev" ] ++ lib.optionals pythonSupport [ "dist" ]; + + enableParallelBuilding = true; + + cmakeDir = "../cmake"; + + cmakeFlags = [ + "-Donnxruntime_PREFER_SYSTEM_LIB=ON" + "-Donnxruntime_BUILD_SHARED_LIB=ON" + "-Donnxruntime_ENABLE_LTO=ON" + "-Donnxruntime_BUILD_UNIT_TESTS=ON" + "-Donnxruntime_USE_PREINSTALLED_EIGEN=ON" + "-Donnxruntime_USE_MPI=ON" + "-Deigen_SOURCE_PATH=${eigen.src}" + "-DFETCHCONTENT_SOURCE_DIR_ABSEIL_CPP=${abseil-cpp_202111.src}" + "-Donnxruntime_USE_DNNL=YES" + ] ++ lib.optionals pythonSupport [ + "-Donnxruntime_ENABLE_PYTHON=ON" + ]; + + doCheck = true; + + postPatch = '' + substituteInPlace cmake/libonnxruntime.pc.cmake.in \ + --replace '$'{prefix}/@CMAKE_INSTALL_ @CMAKE_INSTALL_ + ''; + + postBuild = lib.optionalString pythonSupport '' + python ../setup.py bdist_wheel + ''; + + postInstall = '' + # perform parts of `tools/ci_build/github/linux/copy_strip_binary.sh` + install -m644 -Dt $out/include \ + ../include/onnxruntime/core/framework/provider_options.h \ + ../include/onnxruntime/core/providers/cpu/cpu_provider_factory.h \ + ../include/onnxruntime/core/session/onnxruntime_*.h + ''; + + passthru = { + inherit protobuf; + tests = lib.optionalAttrs pythonSupport { + python = python3Packages.onnxruntime; + }; + }; + + meta = with lib; { + description = "Cross-platform, high performance scoring engine for ML models"; + longDescription = '' + ONNX Runtime is a performance-focused complete scoring engine + for Open Neural Network Exchange (ONNX) models, with an open + extensible architecture to continually address the latest developments + in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX + standard with complete implementation of all ONNX operators, and + supports all ONNX releases (1.2+) with both future and backwards + compatibility. + ''; + homepage = "https://github.com/microsoft/onnxruntime"; + changelog = "https://github.com/microsoft/onnxruntime/releases/tag/v${version}"; + # https://github.com/microsoft/onnxruntime/blob/master/BUILD.md#architectures + platforms = platforms.unix; + license = licenses.mit; + maintainers = with maintainers; [ jonringer puffnfresh ck3d ]; + }; +} |