mirror of
https://github.com/NixOS/nixpkgs.git
synced 2024-12-27 16:15:05 +00:00
73 lines
2.1 KiB
Nix
73 lines
2.1 KiB
Nix
{ config
|
|
, stdenv
|
|
, lib
|
|
, fetchFromGitHub
|
|
, cmake
|
|
, gtest
|
|
, doCheck ? true
|
|
, cudaSupport ? config.cudaSupport or false
|
|
, ncclSupport ? false
|
|
, cudaPackages
|
|
, llvmPackages
|
|
}:
|
|
|
|
assert ncclSupport -> cudaSupport;
|
|
|
|
stdenv.mkDerivation rec {
|
|
pname = "xgboost";
|
|
version = "1.7.3";
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "dmlc";
|
|
repo = pname;
|
|
rev = "v${version}";
|
|
fetchSubmodules = true;
|
|
hash = "sha256-unTss2byytG8KUQfg5s34YpRuHHDLo7D/ZickHhz1AE=";
|
|
};
|
|
|
|
nativeBuildInputs = [
|
|
cmake
|
|
] ++ lib.optionals stdenv.isDarwin [
|
|
llvmPackages.openmp
|
|
] ++ lib.optionals cudaSupport [
|
|
cudaPackages.autoAddOpenGLRunpathHook
|
|
];
|
|
|
|
buildInputs = [ gtest ] ++ lib.optional cudaSupport cudaPackages.cudatoolkit
|
|
++ lib.optional ncclSupport cudaPackages.nccl;
|
|
|
|
cmakeFlags = lib.optionals doCheck [ "-DGOOGLE_TEST=ON" ]
|
|
++ lib.optionals cudaSupport [ "-DUSE_CUDA=ON" "-DCUDA_HOST_COMPILER=${cudaPackages.cudatoolkit.cc}/bin/cc" ]
|
|
++ lib.optionals (cudaSupport && lib.versionAtLeast cudaPackages.cudatoolkit.version "11.4.0") [ "-DBUILD_WITH_CUDA_CUB=ON" ]
|
|
++ lib.optionals ncclSupport [ "-DUSE_NCCL=ON" ];
|
|
|
|
inherit doCheck;
|
|
|
|
# By default, cmake build will run ctests with all checks enabled
|
|
# If we're building with cuda, we run ctest manually so that we can skip the GPU tests
|
|
checkPhase = lib.optionalString cudaSupport ''
|
|
ctest --force-new-ctest-process ${lib.optionalString cudaSupport "-E TestXGBoostLib"}
|
|
'';
|
|
|
|
installPhase = let
|
|
libname = "libxgboost${stdenv.hostPlatform.extensions.sharedLibrary}";
|
|
in ''
|
|
runHook preInstall
|
|
mkdir -p $out
|
|
cp -r ../include $out
|
|
cp -r ../dmlc-core/include/dmlc $out/include
|
|
cp -r ../rabit/include/rabit $out/include
|
|
install -Dm755 ../lib/${libname} $out/lib/${libname}
|
|
install -Dm755 ../xgboost $out/bin/xgboost
|
|
runHook postInstall
|
|
'';
|
|
|
|
meta = with lib; {
|
|
description = "Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library";
|
|
homepage = "https://github.com/dmlc/xgboost";
|
|
license = licenses.asl20;
|
|
platforms = platforms.unix;
|
|
maintainers = with maintainers; [ abbradar nviets ];
|
|
};
|
|
}
|