From 434c3ea46cf53cc6004c94ea738d5459185b7170 Mon Sep 17 00:00:00 2001 From: Connor Baker Date: Mon, 20 Feb 2023 21:54:39 -0500 Subject: [PATCH] magma: init 2.7.1; migrate to cudaPackages --- .../libraries/science/math/magma/default.nix | 118 +++++-------- .../libraries/science/math/magma/generic.nix | 160 ++++++++++++++++++ .../libraries/science/math/magma/releases.nix | 98 +++++++++++ .../python-modules/torch/default.nix | 2 +- pkgs/top-level/all-packages.nix | 15 +- 5 files changed, 311 insertions(+), 82 deletions(-) create mode 100644 pkgs/development/libraries/science/math/magma/generic.nix create mode 100644 pkgs/development/libraries/science/math/magma/releases.nix diff --git a/pkgs/development/libraries/science/math/magma/default.nix b/pkgs/development/libraries/science/math/magma/default.nix index f70cbbcff5d8284..9eb410595974d30 100644 --- a/pkgs/development/libraries/science/math/magma/default.nix +++ b/pkgs/development/libraries/science/math/magma/default.nix @@ -1,83 +1,53 @@ -{ lib -, stdenv -, fetchurl -, cmake -, ninja -, gfortran -, libpthreadstubs -, lapack -, blas -, cudaPackages -, hip -, hipblas -, hipsparse -, openmp -, useCUDA ? true -, useROCM ? false -, gpuTargets ? [ ] +args@{ callPackage +, lib +, ... }: -let - inherit (cudaPackages) cudatoolkit cudaFlags; -in stdenv.mkDerivation (finalAttrs: { - pname = "magma"; - version = "2.6.2"; +# Type aliases +# Release = { +# version: String +# hash: String +# supportedGpuTargets: List String +# } - src = fetchurl { - name = "magma-${finalAttrs.version}.tar.gz"; - url = "https://icl.cs.utk.edu/projectsfiles/magma/downloads/magma-${finalAttrs.version}.tar.gz"; - hash = "sha256-dbVU2rAJA+LRC5cskT5Q5/iMvGLzrkMrWghsfk7aCnE="; +let + inherit (lib) lists strings trivial; + + computeName = version: "magma_${strings.replaceStrings [ "." ] [ "_" ] version}"; + + # buildMagmaPackage :: Release -> Derivation + buildMagmaPackage = magmaRelease: callPackage ./generic.nix ( + (builtins.removeAttrs args [ "callPackage" ]) // { + inherit magmaRelease; + } + ); + + # Reverse the list to have the latest release first + # magmaReleases :: List Release + magmaReleases = lists.reverseList (builtins.import ./releases.nix); + + # The latest release is the first element of the list and will be our default choice + # latestReleaseName :: String + latestReleaseName = computeName (builtins.head magmaReleases).version; + + # Function to transform our releases into build attributes + # toBuildAttrs :: Release -> { name: String, value: Derivation } + toBuildAttrs = release: { + name = computeName release.version; + value = buildMagmaPackage release; }; - nativeBuildInputs = [ - cmake - ninja - gfortran - ]; - - buildInputs = [ - libpthreadstubs - lapack - blas - ] ++ lib.optionals useCUDA [ - cudatoolkit - ] ++ lib.optionals useROCM [ - hip - hipblas - hipsparse - openmp - ]; + # Add all supported builds as attributes + # allBuilds :: AttrSet String Derivation + allBuilds = builtins.listToAttrs (lists.map toBuildAttrs magmaReleases); - cmakeFlags = lib.optionals useCUDA [ - "-DCMAKE_C_COMPILER=${cudatoolkit.cc}/bin/gcc" - "-DCMAKE_CXX_COMPILER=${cudatoolkit.cc}/bin/g++" - "-DMAGMA_ENABLE_CUDA=ON" - "-DGPU_TARGET=${builtins.concatStringsSep "," cudaFlags.cudaRealArches}" - ] ++ lib.optionals useROCM [ - "-DCMAKE_C_COMPILER=${hip}/bin/hipcc" - "-DCMAKE_CXX_COMPILER=${hip}/bin/hipcc" - "-DMAGMA_ENABLE_HIP=ON" - "-DGPU_TARGET=${builtins.concatStringsSep "," (if gpuTargets == [ ] then hip.gpuTargets else gpuTargets)}" - ]; + # The latest release will be our default build + # defaultBuild :: AttrSet String Derivation + defaultBuild.magma = allBuilds.${latestReleaseName}; - buildFlags = [ - "magma" - "magma_sparse" - ]; + # builds :: AttrSet String Derivation + builds = allBuilds // defaultBuild; +in - doCheck = false; +builds - passthru = { - inherit cudatoolkit; - }; - - meta = with lib; { - description = "Matrix Algebra on GPU and Multicore Architectures"; - license = licenses.bsd3; - homepage = "http://icl.cs.utk.edu/magma/index.html"; - platforms = platforms.unix; - maintainers = with maintainers; [ tbenst ]; - # CUDA and ROCm are mutually exclusive - broken = useCUDA && useROCM || useCUDA && versionOlder cudatoolkit.version "9"; - }; -}) diff --git a/pkgs/development/libraries/science/math/magma/generic.nix b/pkgs/development/libraries/science/math/magma/generic.nix new file mode 100644 index 000000000000000..ab0a2125ec00eca --- /dev/null +++ b/pkgs/development/libraries/science/math/magma/generic.nix @@ -0,0 +1,160 @@ +# Type aliases +# Release = { +# version: String +# hash: String +# supportedGpuTargets: List String +# } + +{ blas +, cmake +, cudaPackages +, cudaSupport ? true +, fetchurl +, gfortran +, gpuTargets ? [ ] +, hip +, hipblas +, hipsparse +, lapack +, lib +, libpthreadstubs +, magmaRelease +, ninja +, openmp +, rocmSupport ? false +, stdenv +, symlinkJoin +}: + + +let + inherit (lib) lists strings trivial; + inherit (cudaPackages) cudatoolkit cudaFlags cudaVersion; + inherit (magmaRelease) version hash supportedGpuTargets; + + # NOTE: The lists.subtractLists function is perhaps a bit unintuitive. It subtracts the elements + # of the first list *from* the second list. That means: + # lists.subtractLists a b = b - a + + # For CUDA + supportedCudaSmArches = lists.intersectLists cudaFlags.cudaRealArches supportedGpuTargets; + # Subtract the supported SM architectures from the real SM architectures to get the unsupported + # SM architectures. + unsupportedCudaSmArches = lists.subtractLists supportedCudaSmArches cudaFlags.cudaRealArches; + + # For ROCm + # NOTE: The hip.gpuTargets are prefixed with "gfx" instead of "sm" like cudaFlags.cudaRealArches. + # For some reason, Magma's CMakeLists.txt file does not handle the "gfx" prefix, so we must + # remove it. + rocmArches = lists.map (x: strings.removePrefix "gfx" x) hip.gpuTargets; + supportedRocmArches = lists.intersectLists rocmArches supportedGpuTargets; + unsupportedRocmArches = lists.subtractLists supportedRocmArches rocmArches; + + supportedCustomGpuTargets = lists.intersectLists gpuTargets supportedGpuTargets; + unsupportedCustomGpuTargets = lists.subtractLists supportedCustomGpuTargets gpuTargets; + + # Use trivial.warnIf to print a warning if any unsupported GPU targets are specified. + gpuArchWarner = supported: unsupported: + trivial.throwIf (supported == [ ]) + ( + "No supported GPU targets specified. Requested GPU targets: " + + strings.concatStringsSep ", " unsupported + ) + supported; + + # Create the gpuTargetString. + gpuTargetString = strings.concatStringsSep "," ( + if gpuTargets != [ ] then + # If gpuTargets is specified, it always takes priority. + gpuArchWarner supportedCustomGpuTargets unsupportedCustomGpuTargets + else if cudaSupport then + gpuArchWarner supportedCudaSmArches unsupportedCudaSmArches + else if rocmSupport then + gpuArchWarner supportedRocmArches unsupportedRocmArches + else + throw "No GPU targets specified" + ); + + cuda_joined = symlinkJoin { + name = "cuda-redist-${cudaVersion}"; + paths = with cudaPackages; [ + cuda_nvcc + cuda_cudart # cuda_runtime.h + libcublas + libcusparse + cuda_nvprof # + ]; + }; +in + +stdenv.mkDerivation { + pname = "magma"; + inherit version; + + src = fetchurl { + name = "magma-${version}.tar.gz"; + url = "https://icl.cs.utk.edu/projectsfiles/magma/downloads/magma-${version}.tar.gz"; + inherit hash; + }; + + nativeBuildInputs = [ + cmake + ninja + gfortran + ]; + + buildInputs = [ + libpthreadstubs + lapack + blas + ] ++ lists.optionals cudaSupport [ + cuda_joined + ] ++ lists.optionals rocmSupport [ + hip + hipblas + hipsparse + openmp + ]; + + cmakeFlags = lists.optionals cudaSupport [ + "-DCMAKE_C_COMPILER=${cudatoolkit.cc}/bin/cc" + "-DCMAKE_CXX_COMPILER=${cudatoolkit.cc}/bin/c++" + "-DMAGMA_ENABLE_CUDA=ON" + ] ++ lists.optionals rocmSupport [ + "-DCMAKE_C_COMPILER=${hip}/bin/hipcc" + "-DCMAKE_CXX_COMPILER=${hip}/bin/hipcc" + "-DMAGMA_ENABLE_HIP=ON" + ]; + + # NOTE: We must set GPU_TARGET in preConfigure in this way because it may contain spaces. + preConfigure = '' + cmakeFlagsArray+=("-DGPU_TARGET=${gpuTargetString}") + '' + # NOTE: The stdenv's CXX is used when compiling the CMake test to determine the version of + # CUDA available. This isn't necessarily the same as cudatoolkit.cc, so we must set + # CUDAHOSTCXX. + + strings.optionalString cudaSupport '' + export CUDAHOSTCXX=${cudatoolkit.cc}/bin/c++ + ''; + + buildFlags = [ + "magma" + "magma_sparse" + ]; + + doCheck = false; + + passthru = { + inherit cudaPackages cudaSupport; + }; + + meta = with lib; { + description = "Matrix Algebra on GPU and Multicore Architectures"; + license = licenses.bsd3; + homepage = "http://icl.cs.utk.edu/magma/index.html"; + platforms = platforms.unix; + maintainers = with maintainers; [ tbenst ]; + # CUDA and ROCm are mutually exclusive + broken = cudaSupport && rocmSupport || cudaSupport && strings.versionOlder cudaVersion "9"; + }; +} diff --git a/pkgs/development/libraries/science/math/magma/releases.nix b/pkgs/development/libraries/science/math/magma/releases.nix new file mode 100644 index 000000000000000..3d08aa95d4d18ef --- /dev/null +++ b/pkgs/development/libraries/science/math/magma/releases.nix @@ -0,0 +1,98 @@ +# NOTE: Order matters! Put the oldest version first, and the newest version last. +# NOTE: Make sure the supportedGpuTargets are in order of oldest to newest. +# You can update the supportedGpuTargets by looking at the CMakeLists.txt file. +# CUDA starts here: https://bitbucket.org/icl/magma/src/f4ec79e2c13a2347eff8a77a3be6f83bc2daec20/CMakeLists.txt#lines-175 +# HIP is here: https://bitbucket.org/icl/magma/src/f4ec79e2c13a2347eff8a77a3be6f83bc2daec20/CMakeLists.txt#lines-386 +[ + { + version = "2.6.2"; + hash = "sha256-dbVU2rAJA+LRC5cskT5Q5/iMvGLzrkMrWghsfk7aCnE="; + supportedGpuTargets = [ + "sm_20" + "sm_30" + "sm_35" + "sm_37" + "sm_50" + "sm_52" + "sm_53" + "sm_60" + "sm_61" + "sm_62" + "sm_70" + "sm_71" + "sm_75" + "sm_80" + "700" + "701" + "702" + "703" + "704" + "705" + "801" + "802" + "803" + "805" + "810" + "900" + "902" + "904" + "906" + "908" + "909" + "90c" + "1010" + "1011" + "1012" + "1030" + "1031" + "1032" + "1033" + ]; + } + { + version = "2.7.1"; + hash = "sha256-2chxHAR6OMrhbv3nS+4uszMyF/0nEeHpuGBsu7SuGlA="; + supportedGpuTargets = [ + "sm_20" + "sm_30" + "sm_35" + "sm_37" + "sm_50" + "sm_52" + "sm_53" + "sm_60" + "sm_61" + "sm_62" + "sm_70" + "sm_71" + "sm_75" + "sm_80" + "sm_90" + "700" + "701" + "702" + "703" + "704" + "705" + "801" + "802" + "803" + "805" + "810" + "900" + "902" + "904" + "906" + "908" + "909" + "90c" + "1010" + "1011" + "1012" + "1030" + "1031" + "1032" + "1033" + ]; + } +] diff --git a/pkgs/development/python-modules/torch/default.nix b/pkgs/development/python-modules/torch/default.nix index 86889be4ee168f0..77970f8d4e18dfe 100644 --- a/pkgs/development/python-modules/torch/default.nix +++ b/pkgs/development/python-modules/torch/default.nix @@ -51,7 +51,7 @@ assert !cudaSupport || (let majorIs = lib.versions.major cudatoolkit.version; # confirm that cudatoolkits are sync'd across dependencies assert !(MPISupport && cudaSupport) || mpi.cudatoolkit == cudatoolkit; -assert !cudaSupport || magma.cudatoolkit == cudatoolkit; +assert !cudaSupport || magma.cudaPackages.cudatoolkit == cudatoolkit; let setBool = v: if v then "1" else "0"; diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix index 27359d4df4253a9..cf6d7e4eab550c6 100644 --- a/pkgs/top-level/all-packages.nix +++ b/pkgs/top-level/all-packages.nix @@ -36661,18 +36661,19 @@ with pkgs; lie = callPackage ../applications/science/math/LiE { }; - magma = callPackage ../development/libraries/science/math/magma { + inherit (callPackage ../development/libraries/science/math/magma { inherit (llvmPackages_rocm) openmp; - }; + }) magma magma_2_7_1 magma_2_6_2; magma-cuda = magma.override { - useCUDA = true; - useROCM = false; + cudaSupport = true; + rocmSupport = false; }; - magma-hip = magma.override { - useCUDA = false; - useROCM = true; + # TODO:AMD won't compile with anything newer than 2.6.2 -- it fails at the linking stage. + magma-hip = magma_2_6_2.override { + cudaSupport = false; + rocmSupport = true; }; clmagma = callPackage ../development/libraries/science/math/clmagma { };