{ lib, stdenv, buildPythonPackage, fetchFromGitHub, cython, fastrlock, numpy, pytestCheckHook, mock, setuptools, cudaPackages, addDriverRunpath, symlinkJoin, }: let inherit (cudaPackages) cudnn; shouldUsePkg = pkg: if pkg != null && lib.meta.availableOn stdenv.hostPlatform pkg then pkg else null; # some packages are not available on all platforms cuda_nvprof = shouldUsePkg (cudaPackages.nvprof or null); cutensor = shouldUsePkg (cudaPackages.cutensor or null); nccl = shouldUsePkg (cudaPackages.nccl or null); outpaths = with cudaPackages; [ cuda_cccl # cuda_cudart cuda_nvcc # cuda_nvprof cuda_nvrtc cuda_nvtx cuda_profiler_api libcublas libcufft libcurand libcusolver libcusparse # Missing: # cusparselt ]; cudatoolkit-joined = symlinkJoin { name = "cudatoolkit-joined-${cudaPackages.cudaMajorMinorVersion}"; paths = outpaths ++ lib.concatMap (f: lib.map f outpaths) [ lib.getLib lib.getDev (lib.getOutput "static") (lib.getOutput "stubs") ]; }; in buildPythonPackage rec { pname = "cupy"; version = "13.6.0"; pyproject = true; stdenv = cudaPackages.backendStdenv; src = fetchFromGitHub { owner = "cupy"; repo = "cupy"; tag = "v${version}"; hash = "sha256-nU3VL0MSCN+mI5m7C5sKAjBSL6ybM6YAk5lJiIDY0ck="; fetchSubmodules = true; }; # See https://docs.cupy.dev/en/v10.2.0/reference/environment.html. Setting both # CUPY_NUM_BUILD_JOBS and CUPY_NUM_NVCC_THREADS to NIX_BUILD_CORES results in # a small amount of thrashing but it turns out there are a large number of # very short builds and a few extremely long ones, so setting both ends up # working nicely in practice. preConfigure = '' export CUPY_NUM_BUILD_JOBS="$NIX_BUILD_CORES" export CUPY_NUM_NVCC_THREADS="$NIX_BUILD_CORES" ''; build-system = [ cython fastrlock setuptools ]; nativeBuildInputs = [ addDriverRunpath cudaPackages.cuda_nvcc ]; buildInputs = [ cudatoolkit-joined cudnn cutensor nccl ]; NVCC = "${lib.getExe cudaPackages.cuda_nvcc}"; # FIXME: splicing/buildPackages CUDA_PATH = "${cudatoolkit-joined}"; dependencies = [ fastrlock numpy ]; nativeCheckInputs = [ pytestCheckHook mock ]; # Won't work with the GPU, whose drivers won't be accessible from the build # sandbox doCheck = false; postFixup = '' find $out -type f \( -name '*.so' -or -name '*.so.*' \) | while read lib; do addDriverRunpath "$lib" done ''; enableParallelBuilding = true; meta = with lib; { description = "NumPy-compatible matrix library accelerated by CUDA"; homepage = "https://cupy.chainer.org/"; changelog = "https://github.com/cupy/cupy/releases/tag/${src.tag}"; license = licenses.mit; platforms = [ "aarch64-linux" "x86_64-linux" ]; maintainers = with maintainers; [ hyphon81 ]; }; }