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python312Packages.bitsandbytes: 0.43.1 -> 0.44.1
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GaetanLepage committed Oct 27, 2024
1 parent c3db199 commit 768730d
Showing 1 changed file with 56 additions and 43 deletions.
99 changes: 56 additions & 43 deletions pkgs/development/python-modules/bitsandbytes/default.nix
Original file line number Diff line number Diff line change
@@ -1,39 +1,44 @@
{
lib,
torch,
symlinkJoin,
buildPythonPackage,
fetchFromGitHub,
python,
pythonOlder,
cmake,
setuptools,
wheel,
torch,
scipy,
symlinkJoin,
}:

let
pname = "bitsandbytes";
version = "0.43.1";
version = "0.44.1";

inherit (torch) cudaCapabilities cudaPackages cudaSupport;
inherit (cudaPackages) backendStdenv cudaVersion;
inherit (torch) cudaPackages cudaSupport;
inherit (cudaPackages) cudaVersion;

cudaVersionString = lib.replaceStrings [ "." ] [ "" ] (lib.versions.majorMinor 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
(lib.getDev cuda_cccl) # <thrust/*>
(lib.getDev libcublas) # cublas_v2.h
(lib.getLib libcublas)
libcurand
libcusolver # cusolverDn.h
libcusparse # cusparse.h
(lib.getDev libcusparse) # cusparse.h
(lib.getLib libcusparse)
libcusparse.lib
];

cuda-native-redist = symlinkJoin {
name = "cuda-native-redist-${cudaVersion}";
paths =
with cudaPackages;
[
cuda_cudart # cuda_runtime.h cuda_runtime_api.h
(lib.getDev cuda_cudart) # cuda_runtime.h cuda_runtime_api.h
(lib.getLib cuda_cudart)
(lib.getStatic cuda_cudart)
cuda_nvcc
]
++ cuda-common-redist;
Expand All @@ -48,47 +53,55 @@ buildPythonPackage {
inherit pname version;
pyproject = true;

disabled = pythonOlder "3.7";

src = fetchFromGitHub {
owner = "TimDettmers";
repo = "bitsandbytes";
rev = "refs/tags/${version}";
hash = "sha256-GFbFKPdV96DXPA+PZO4h0zdBclN670fb0PGv4QPHWHU=";
hash = "sha256-yvxD5ymMK5p4Xg7Csx/90mPV3yxUC6QUuF/8BKO2p0k=";
};

postPatch =
''
substituteInPlace Makefile --replace "/usr/bin/g++" "g++" --replace "lib64" "lib"
substituteInPlace bitsandbytes/cuda_setup/main.py \
--replace "binary_path = package_dir / self.binary_name" \
"binary_path = Path('$out/${python.sitePackages}/${pname}')/self.binary_name"
''
+ lib.optionalString torch.cudaSupport ''
substituteInPlace bitsandbytes/cuda_setup/main.py \
--replace "/usr/local/cuda/lib64" "${cuda-native-redist}/lib"
'';
# By default, which library is loaded depends on the result of `torch.cuda.is_available()`.
# When `cudaSupport` is enabled, bypass this check and load the cuda library unconditionnally.
# Indeed, in this case, only `libbitsandbytes_cuda124.so` is built. `libbitsandbytes_cpu.so` is not.
# Also, hardcode the path to the previously built library instead of relying on
# `get_cuda_bnb_library_path(cuda_specs)` which relies on `torch.cuda` too.
#
# WARNING: The cuda library is currently named `libbitsandbytes_cudaxxy` for cuda version `xx.y`.
# This upstream convention could change at some point and thus break the following patch.
postPatch = lib.optionalString cudaSupport ''
substituteInPlace bitsandbytes/cextension.py \
--replace-fail "if cuda_specs:" "if True:" \
--replace-fail \
"cuda_binary_path = get_cuda_bnb_library_path(cuda_specs)" \
"cuda_binary_path = PACKAGE_DIR / 'libbitsandbytes_cuda${cudaVersionString}.so'"
'';

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 = [
cmake
];

build-system = [
setuptools
wheel
] ++ lib.optionals torch.cudaSupport [ cuda-native-redist ];
];

buildInputs = lib.optionals cudaSupport [ cuda-redist ];

cmakeFlags = [
(lib.cmakeFeature "-DCOMPUTE_BACKEND" (if cudaSupport then "cuda" else "cpu"))
];
NVCC_PREPEND_FLAGS = lib.optionals cudaSupport [
"-I${cuda-native-redist}/include"
"-L${cuda-native-redist}/lib"
];

buildInputs = lib.optionals torch.cudaSupport [ cuda-redist ];
preBuild = ''
make -j $NIX_BUILD_CORES
cd .. # leave /build/source/build
'';

propagatedBuildInputs = [
dependencies = [
scipy
torch
];
Expand All @@ -97,11 +110,11 @@ buildPythonPackage {

pythonImportsCheck = [ "bitsandbytes" ];

meta = with lib; {
meta = {
description = "8-bit CUDA functions for PyTorch";
homepage = "https://github.com/TimDettmers/bitsandbytes";
changelog = "https://github.com/TimDettmers/bitsandbytes/releases/tag/${version}";
license = licenses.mit;
maintainers = with maintainers; [ bcdarwin ];
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ bcdarwin ];
};
}

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