python312Packages.bitsandbytes: 0.43.1 -> 0.44.1
Diff: https://github.com/TimDettmers/bitsandbytes/compare/refs/tags/0.43.1...0.44.1 Changelog: https://github.com/TimDettmers/bitsandbytes/releases/tag/0.44.1
This commit is contained in:
@@ -1,31 +1,34 @@
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{
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lib,
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torch,
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symlinkJoin,
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buildPythonPackage,
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fetchFromGitHub,
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python,
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pythonOlder,
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cmake,
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setuptools,
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wheel,
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torch,
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scipy,
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symlinkJoin,
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}:
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let
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pname = "bitsandbytes";
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version = "0.43.1";
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version = "0.44.1";
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inherit (torch) cudaCapabilities cudaPackages cudaSupport;
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inherit (cudaPackages) backendStdenv cudaVersion;
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inherit (torch) cudaPackages cudaSupport;
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inherit (cudaPackages) cudaVersion;
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cudaVersionString = lib.replaceStrings [ "." ] [ "" ] (lib.versions.majorMinor cudaVersion);
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# NOTE: torchvision doesn't use cudnn; torch does!
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# For this reason it is not included.
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cuda-common-redist = with cudaPackages; [
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cuda_cccl # <thrust/*>
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libcublas # cublas_v2.h
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(lib.getDev cuda_cccl) # <thrust/*>
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(lib.getDev libcublas) # cublas_v2.h
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(lib.getLib libcublas)
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libcurand
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libcusolver # cusolverDn.h
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libcusparse # cusparse.h
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(lib.getDev libcusparse) # cusparse.h
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(lib.getLib libcusparse) # cusparse.h
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(lib.getDev cuda_cudart) # cuda_runtime.h cuda_runtime_api.h
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];
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cuda-native-redist = symlinkJoin {
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@@ -33,7 +36,9 @@ let
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paths =
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with cudaPackages;
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[
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cuda_cudart # cuda_runtime.h cuda_runtime_api.h
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(lib.getDev cuda_cudart) # cuda_runtime.h cuda_runtime_api.h
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(lib.getLib cuda_cudart)
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(lib.getStatic cuda_cudart)
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cuda_nvcc
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]
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++ cuda-common-redist;
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@@ -48,47 +53,55 @@ buildPythonPackage {
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inherit pname version;
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pyproject = true;
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "TimDettmers";
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repo = "bitsandbytes";
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rev = "refs/tags/${version}";
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hash = "sha256-GFbFKPdV96DXPA+PZO4h0zdBclN670fb0PGv4QPHWHU=";
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hash = "sha256-yvxD5ymMK5p4Xg7Csx/90mPV3yxUC6QUuF/8BKO2p0k=";
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};
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postPatch =
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''
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substituteInPlace Makefile --replace "/usr/bin/g++" "g++" --replace "lib64" "lib"
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substituteInPlace bitsandbytes/cuda_setup/main.py \
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--replace "binary_path = package_dir / self.binary_name" \
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"binary_path = Path('$out/${python.sitePackages}/${pname}')/self.binary_name"
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''
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+ lib.optionalString torch.cudaSupport ''
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substituteInPlace bitsandbytes/cuda_setup/main.py \
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--replace "/usr/local/cuda/lib64" "${cuda-native-redist}/lib"
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'';
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CUDA_HOME = "${cuda-native-redist}";
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preBuild =
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if torch.cudaSupport then
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with torch.cudaPackages;
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let
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cudaVersion = lib.concatStrings (lib.splitVersion torch.cudaPackages.cudaMajorMinorVersion);
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in
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''make CUDA_VERSION=${cudaVersion} cuda${cudaMajorVersion}x''
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else
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''make CUDA_VERSION=CPU cpuonly'';
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# By default, which library is loaded depends on the result of `torch.cuda.is_available()`.
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# When `cudaSupport` is enabled, bypass this check and load the cuda library unconditionnally.
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# Indeed, in this case, only `libbitsandbytes_cuda124.so` is built. `libbitsandbytes_cpu.so` is not.
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# Also, hardcode the path to the previously built library instead of relying on
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# `get_cuda_bnb_library_path(cuda_specs)` which relies on `torch.cuda` too.
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#
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# WARNING: The cuda library is currently named `libbitsandbytes_cudaxxy` for cuda version `xx.y`.
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# This upstream convention could change at some point and thus break the following patch.
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postPatch = lib.optionalString cudaSupport ''
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substituteInPlace bitsandbytes/cextension.py \
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--replace-fail "if cuda_specs:" "if True:" \
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--replace-fail \
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"cuda_binary_path = get_cuda_bnb_library_path(cuda_specs)" \
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"cuda_binary_path = PACKAGE_DIR / 'libbitsandbytes_cuda${cudaVersionString}.so'"
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'';
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nativeBuildInputs = [
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cmake
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cudaPackages.cuda_nvcc
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];
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build-system = [
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setuptools
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wheel
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] ++ lib.optionals torch.cudaSupport [ cuda-native-redist ];
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];
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buildInputs = lib.optionals torch.cudaSupport [ cuda-redist ];
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buildInputs = lib.optionals cudaSupport [ cuda-redist ];
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propagatedBuildInputs = [
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cmakeFlags = [
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(lib.cmakeFeature "COMPUTE_BACKEND" (if cudaSupport then "cuda" else "cpu"))
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];
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CUDA_HOME = "${cuda-native-redist}";
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NVCC_PREPEND_FLAGS = lib.optionals cudaSupport [
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"-I${cuda-native-redist}/include"
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"-L${cuda-native-redist}/lib"
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];
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preBuild = ''
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make -j $NIX_BUILD_CORES
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cd .. # leave /build/source/build
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'';
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dependencies = [
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scipy
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torch
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];
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@@ -97,11 +110,11 @@ buildPythonPackage {
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pythonImportsCheck = [ "bitsandbytes" ];
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meta = with lib; {
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meta = {
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description = "8-bit CUDA functions for PyTorch";
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homepage = "https://github.com/TimDettmers/bitsandbytes";
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changelog = "https://github.com/TimDettmers/bitsandbytes/releases/tag/${version}";
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license = licenses.mit;
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maintainers = with maintainers; [ bcdarwin ];
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license = lib.licenses.mit;
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maintainers = with lib.maintainers; [ bcdarwin ];
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};
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}
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