138 lines
3.0 KiB
Nix
138 lines
3.0 KiB
Nix
{
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lib,
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stdenv,
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buildPythonPackage,
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fetchFromGitHub,
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cython_0,
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fastrlock,
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numpy,
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wheel,
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pytestCheckHook,
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mock,
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setuptools,
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cudaPackages,
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addDriverRunpath,
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pythonOlder,
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symlinkJoin,
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}:
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let
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inherit (cudaPackages) cudnn;
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shouldUsePkg =
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pkg: if pkg != null && lib.meta.availableOn stdenv.hostPlatform pkg then pkg else null;
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# some packages are not available on all platforms
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cuda_nvprof = shouldUsePkg (cudaPackages.nvprof or null);
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cutensor = shouldUsePkg (cudaPackages.cutensor or null);
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nccl = shouldUsePkg (cudaPackages.nccl or null);
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outpaths = with cudaPackages; [
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cuda_cccl # <nv/target>
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cuda_cudart
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cuda_nvcc # <crt/host_defines.h>
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cuda_nvprof
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cuda_nvrtc
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cuda_nvtx
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cuda_profiler_api
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libcublas
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libcufft
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libcurand
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libcusolver
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libcusparse
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# Missing:
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# cusparselt
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];
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cudatoolkit-joined = symlinkJoin {
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name = "cudatoolkit-joined-${cudaPackages.cudaMajorMinorVersion}";
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paths =
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outpaths
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++ lib.concatMap (f: lib.map f outpaths) [
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lib.getLib
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lib.getDev
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(lib.getOutput "static")
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(lib.getOutput "stubs")
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];
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};
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in
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buildPythonPackage rec {
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pname = "cupy";
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version = "13.3.0";
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format = "setuptools";
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disabled = pythonOlder "3.7";
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stdenv = cudaPackages.backendStdenv;
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src = fetchFromGitHub {
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owner = "cupy";
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repo = "cupy";
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tag = "v${version}";
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hash = "sha256-eQZwOGCaWZ4b0JCHZlrPHVQVXQwSkibHb02j0czAMt8=";
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fetchSubmodules = true;
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};
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# See https://docs.cupy.dev/en/v10.2.0/reference/environment.html. Setting both
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# CUPY_NUM_BUILD_JOBS and CUPY_NUM_NVCC_THREADS to NIX_BUILD_CORES results in
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# a small amount of thrashing but it turns out there are a large number of
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# very short builds and a few extremely long ones, so setting both ends up
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# working nicely in practice.
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preConfigure = ''
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export CUPY_NUM_BUILD_JOBS="$NIX_BUILD_CORES"
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export CUPY_NUM_NVCC_THREADS="$NIX_BUILD_CORES"
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'';
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nativeBuildInputs = [
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setuptools
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wheel
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addDriverRunpath
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cython_0
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cudaPackages.cuda_nvcc
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];
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buildInputs = [
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cudatoolkit-joined
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cudnn
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cutensor
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nccl
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];
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NVCC = "${lib.getExe cudaPackages.cuda_nvcc}"; # FIXME: splicing/buildPackages
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CUDA_PATH = "${cudatoolkit-joined}";
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propagatedBuildInputs = [
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fastrlock
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numpy
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];
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nativeCheckInputs = [
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pytestCheckHook
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mock
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];
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# Won't work with the GPU, whose drivers won't be accessible from the build
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# sandbox
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doCheck = false;
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postFixup = ''
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find $out -type f \( -name '*.so' -or -name '*.so.*' \) | while read lib; do
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addDriverRunpath "$lib"
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done
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'';
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enableParallelBuilding = true;
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meta = with lib; {
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description = "NumPy-compatible matrix library accelerated by CUDA";
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homepage = "https://cupy.chainer.org/";
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changelog = "https://github.com/cupy/cupy/releases/tag/v${version}";
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license = licenses.mit;
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platforms = [
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"aarch64-linux"
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"x86_64-linux"
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];
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maintainers = with maintainers; [ hyphon81 ];
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};
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}
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