Merge pull request #279927 from RobbieBuxton/dlib-cuda-fix

dlib: use cuda and blas properly
This commit is contained in:
Someone
2024-01-23 01:56:27 +00:00
committed by GitHub
2 changed files with 54 additions and 17 deletions
+46 -14
View File
@@ -3,28 +3,27 @@
, fetchFromGitHub
, cmake
, pkg-config
, fftw
, libpng
, libjpeg
, libwebp
, openblas
, blas
, lapack
, config
, guiSupport ? false
, libX11
# see http://dlib.net/compile.html
, sse4Support ? stdenv.hostPlatform.sse4_1Support
, avxSupport ? stdenv.hostPlatform.avxSupport
, cudaSupport ? true
}:
stdenv.mkDerivation rec {
, cudaSupport ? config.cudaSupport
, cudaPackages
}@inputs:
(if cudaSupport then cudaPackages.backendStdenv else inputs.stdenv).mkDerivation rec {
pname = "dlib";
version = "19.24.2";
src = fetchFromGitHub {
owner = "davisking";
repo = "dlib";
rev ="v${version}";
rev = "v${version}";
sha256 = "sha256-Z1fScuaIHjj2L1uqLIvsZ7ARKNjM+iaA8SAtWUTPFZk=";
};
@@ -33,20 +32,53 @@ stdenv.mkDerivation rec {
'';
cmakeFlags = [
(lib.cmakeBool "USE_DLIB_USE_CUDA" cudaSupport)
(lib.cmakeBool "USE_SSE4_INSTRUCTIONS" sse4Support)
(lib.cmakeBool "USE_AVX_INSTRUCTIONS" avxSupport)
(lib.cmakeBool "DLIB_USE_CUDA" cudaSupport)
] ++ lib.optionals cudaSupport [
(lib.cmakeFeature "DLIB_USE_CUDA_COMPUTE_CAPABILITIES" (builtins.concatStringsSep "," (with cudaPackages.flags; map dropDot cudaCapabilities)))
];
nativeBuildInputs = [ cmake pkg-config ];
nativeBuildInputs = [
cmake
pkg-config
] ++ lib.optionals cudaSupport (with cudaPackages; [
cuda_nvcc
]);
buildInputs = [
fftw
libpng
libjpeg
libwebp
openblas
] ++ lib.optional guiSupport libX11;
blas
lapack
]
++ lib.optionals guiSupport [ libX11 ]
++ lib.optionals config.cudaSupport (with cudaPackages; [
cuda_cudart.dev
cuda_cudart.lib
cuda_cudart.static
cuda_nvcc.dev
libcublas.dev
libcublas.lib
libcublas.static
libcurand.dev
libcurand.lib
libcurand.static
libcusolver.dev
libcusolver.lib
libcusolver.static
cudnn.dev
cudnn.lib
cudnn.static
cuda_cccl.dev
]);
passthru = {
inherit
cudaSupport cudaPackages
sse4Support avxSupport;
};
meta = with lib; {
description = "A general purpose cross-platform C++ machine learning library";
@@ -2,15 +2,17 @@
, fetchPypi
, lib
# propagates
# propagates
, click
, dlib
, face-recognition-models
, numpy
, pillow
# tests
# tests
, pytestCheckHook
, config
, cudaSupport ? config.cudaSupport
}:
buildPythonPackage rec {
@@ -18,7 +20,7 @@ buildPythonPackage rec {
version = "1.3.0";
format = "setuptools";
src = fetchPypi {
src = fetchPypi {
pname = "face_recognition";
inherit version;
hash = "sha256-Xl790WhqpWavDTzBMTsTHksZdleo/9A2aebT+tknBew=";
@@ -36,6 +38,9 @@ buildPythonPackage rec {
pytestCheckHook
];
# Disables tests when running with cuda due to https://github.com/NixOS/nixpkgs/issues/225912
doCheck = !config.cudaSupport;
meta = with lib; {
license = licenses.mit;
homepage = "https://github.com/ageitgey/face_recognition";