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Diffstat (limited to 'Omni/Bild/Deps/bitsandbytes.nix')
-rw-r--r-- | Omni/Bild/Deps/bitsandbytes.nix | 86 |
1 files changed, 86 insertions, 0 deletions
diff --git a/Omni/Bild/Deps/bitsandbytes.nix b/Omni/Bild/Deps/bitsandbytes.nix new file mode 100644 index 0000000..eb32aac --- /dev/null +++ b/Omni/Bild/Deps/bitsandbytes.nix @@ -0,0 +1,86 @@ +{ lib, buildPythonPackage, fetchFromGitHub, python, pythonOlder, pytestCheckHook +, setuptools, torch, einops, lion-pytorch, scipy, symlinkJoin }: + +let + pname = "bitsandbytes"; + version = "0.38.0"; + + inherit (torch) cudaPackages cudaSupport; + inherit (cudaPackages) cudaVersion; + + # NOTE: torchvision doesn't use cudnn; torch does! + # For this reason it is not included. + cuda-common-redist = with cudaPackages; [ + cuda_cccl # <thrust/*> + libcublas # cublas_v2.h + libcurand + libcusolver # cusolverDn.h + libcusparse # cusparse.h + ]; + + cuda-native-redist = symlinkJoin { + name = "cuda-native-redist-${cudaVersion}"; + paths = with cudaPackages; + [ + cuda_cudart # cuda_runtime.h cuda_runtime_api.h + cuda_nvcc + ] ++ cuda-common-redist; + }; + + cuda-redist = symlinkJoin { + name = "cuda-redist-${cudaVersion}"; + paths = cuda-common-redist; + }; + +in buildPythonPackage { + inherit pname version; + format = "pyproject"; + + disabled = pythonOlder "3.7"; + + src = fetchFromGitHub { + owner = "TimDettmers"; + repo = pname; + rev = "refs/tags/${version}"; + hash = "sha256-gGlbzTDvZNo4MhcYzLvWuB2ec7q+Qt5/LtTbJ0Rc+Kk="; + }; + + postPatch = '' + substituteInPlace Makefile --replace "/usr/bin/g++" "g++" --replace "lib64" "lib" + substituteInPlace bitsandbytes/cuda_setup/main.py \ + --replace "binary_path = package_dir / binary_name" \ + "binary_path = Path('$out/${python.sitePackages}/${pname}')/binary_name" + '' + lib.optionalString torch.cudaSupport '' + substituteInPlace bitsandbytes/cuda_setup/main.py \ + --replace "/usr/local/cuda/lib64" "${cuda-native-redist}/lib" + ''; + + CUDA_HOME = "${cuda-native-redist}"; + + preBuild = if torch.cudaSupport then + with torch.cudaPackages; + let + cudaVersion = lib.concatStrings + (lib.splitVersion torch.cudaPackages.cudaMajorMinorVersion); + in "make CUDA_VERSION=${cudaVersion} cuda${cudaMajorVersion}x" + else + "make CUDA_VERSION=CPU cpuonly"; + + nativeBuildInputs = [ setuptools ] + ++ lib.optionals torch.cudaSupport [ cuda-native-redist ]; + buildInputs = lib.optionals torch.cudaSupport [ cuda-redist ]; + + propagatedBuildInputs = [ torch ]; + + doCheck = false; # tests require CUDA and also GPU access + nativeCheckInputs = [ pytestCheckHook einops lion-pytorch scipy ]; + + pythonImportsCheck = [ "bitsandbytes" ]; + + meta = with lib; { + homepage = "https://github.com/TimDettmers/bitsandbytes"; + description = "8-bit CUDA functions for PyTorch"; + license = licenses.mit; + maintainers = with maintainers; [ bcdarwin ]; + }; +} |