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|
{ stdenv
, lib
, fetchFromGitHub
, fetchFromGitLab
, fetchpatch
, fetchurl
, Foundation
, abseil-cpp
, cmake
, libpng
, nlohmann_json
, nsync
, pkg-config
, python3Packages
, re2
, zlib
, microsoft-gsl
, iconv
, gtest
, protobuf3_21
, pythonSupport ? true
}:
let
howard-hinnant-date = fetchFromGitHub {
owner = "HowardHinnant";
repo = "date";
rev = "v2.4.1";
sha256 = "sha256-BYL7wxsYRI45l8C3VwxYIIocn5TzJnBtU0UZ9pHwwZw=";
};
eigen = fetchFromGitLab {
owner = "libeigen";
repo = "eigen";
rev = "d10b27fe37736d2944630ecd7557cefa95cf87c9";
sha256 = "sha256-Lmco0s9gIm9sIw7lCr5Iewye3RmrHEE4HLfyzRkQCm0=";
};
mp11 = fetchFromGitHub {
owner = "boostorg";
repo = "mp11";
rev = "boost-1.79.0";
sha256 = "sha256-ZxgPDLvpISrjpEHKpLGBowRKGfSwTf6TBfJD18yw+LM=";
};
safeint = fetchFromGitHub {
owner = "dcleblanc";
repo = "safeint";
rev = "ff15c6ada150a5018c5ef2172401cb4529eac9c0";
sha256 = "sha256-PK1ce4C0uCR4TzLFg+elZdSk5DdPCRhhwT3LvEwWnPU=";
};
pytorch_cpuinfo = fetchFromGitHub {
owner = "pytorch";
repo = "cpuinfo";
# There are no tags in the repository
rev = "5916273f79a21551890fd3d56fc5375a78d1598d";
sha256 = "sha256-nXBnloVTuB+AVX59VDU/Wc+Dsx94o92YQuHp3jowx2A=";
};
flatbuffers = fetchFromGitHub {
owner = "google";
repo = "flatbuffers";
rev = "v1.12.0";
sha256 = "sha256-L1B5Y/c897Jg9fGwT2J3+vaXsZ+lfXnskp8Gto1p/Tg=";
};
gtest' = gtest.overrideAttrs (oldAttrs: rec {
version = "1.13.0";
src = fetchFromGitHub {
owner = "google";
repo = "googletest";
rev = "v${version}";
hash = "sha256-LVLEn+e7c8013pwiLzJiiIObyrlbBHYaioO/SWbItPQ=";
};
});
in
stdenv.mkDerivation rec {
pname = "onnxruntime";
version = "1.15.1";
src = fetchFromGitHub {
owner = "microsoft";
repo = "onnxruntime";
rev = "v${version}";
sha256 = "sha256-SnHo2sVACc++fog7Tg6f2LK/Sv/EskFzN7RZS7D113s=";
fetchSubmodules = true;
};
nativeBuildInputs = [
cmake
pkg-config
python3Packages.python
protobuf3_21
] ++ lib.optionals pythonSupport (with python3Packages; [
setuptools
wheel
pip
pythonOutputDistHook
]);
buildInputs = [
libpng
zlib
nlohmann_json
nsync
re2
microsoft-gsl
] ++ lib.optionals pythonSupport [
python3Packages.numpy
python3Packages.pybind11
python3Packages.packaging
] ++ lib.optionals stdenv.isDarwin [
Foundation
iconv
];
nativeCheckInputs = lib.optionals pythonSupport (with python3Packages; [
gtest'
pytest
sympy
onnx
]);
# 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 = [
"-DABSL_ENABLE_INSTALL=ON"
"-DCMAKE_BUILD_TYPE=RELEASE"
"-DFETCHCONTENT_FULLY_DISCONNECTED=ON"
"-DFETCHCONTENT_QUIET=OFF"
"-DFETCHCONTENT_SOURCE_DIR_ABSEIL_CPP=${abseil-cpp.src}"
"-DFETCHCONTENT_SOURCE_DIR_DATE=${howard-hinnant-date}"
"-DFETCHCONTENT_SOURCE_DIR_EIGEN=${eigen}"
"-DFETCHCONTENT_SOURCE_DIR_FLATBUFFERS=${flatbuffers}"
"-DFETCHCONTENT_SOURCE_DIR_GOOGLE_NSYNC=${nsync.src}"
"-DFETCHCONTENT_SOURCE_DIR_MP11=${mp11}"
"-DFETCHCONTENT_SOURCE_DIR_ONNX=${python3Packages.onnx.src}"
"-DFETCHCONTENT_SOURCE_DIR_PYTORCH_CPUINFO=${pytorch_cpuinfo}"
"-DFETCHCONTENT_SOURCE_DIR_RE2=${re2.src}"
"-DFETCHCONTENT_SOURCE_DIR_SAFEINT=${safeint}"
"-DFETCHCONTENT_TRY_FIND_PACKAGE_MODE=ALWAYS"
"-Donnxruntime_BUILD_SHARED_LIB=ON"
"-Donnxruntime_BUILD_UNIT_TESTS=ON"
"-Donnxruntime_ENABLE_LTO=ON"
"-Donnxruntime_USE_FULL_PROTOBUF=OFF"
] ++ lib.optionals pythonSupport [
"-Donnxruntime_ENABLE_PYTHON=ON"
];
doCheck = true;
postPatch = ''
substituteInPlace cmake/libonnxruntime.pc.cmake.in \
--replace '$'{prefix}/@CMAKE_INSTALL_ @CMAKE_INSTALL_
'' + lib.optionalString (stdenv.hostPlatform.system == "aarch64-linux") ''
# https://github.com/NixOS/nixpkgs/pull/226734#issuecomment-1663028691
rm -v onnxruntime/test/optimizer/nhwc_transformer_test.cc
'';
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 $out/include \
../include/onnxruntime/core/framework/provider_options.h \
../include/onnxruntime/core/providers/cpu/cpu_provider_factory.h \
../include/onnxruntime/core/session/onnxruntime_*.h
'';
passthru = {
protobuf = protobuf3_21;
tests = lib.optionalAttrs pythonSupport {
python = python3Packages.onnxruntime;
};
};
meta = with lib; {
description = "Cross-platform, high performance scoring engine for ML models";
longDescription = ''
ONNX Runtime is a performance-focused complete scoring engine
for Open Neural Network Exchange (ONNX) models, with an open
extensible architecture to continually address the latest developments
in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX
standard with complete implementation of all ONNX operators, and
supports all ONNX releases (1.2+) with both future and backwards
compatibility.
'';
homepage = "https://github.com/microsoft/onnxruntime";
changelog = "https://github.com/microsoft/onnxruntime/releases/tag/v${version}";
# https://github.com/microsoft/onnxruntime/blob/master/BUILD.md#architectures
platforms = platforms.unix;
license = licenses.mit;
maintainers = with maintainers; [ jonringer puffnfresh ck3d cbourjau ];
};
}
|
