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!! fixup / testing
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LunNova committed Dec 24, 2024
1 parent 4400b4b commit 22f00e1
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Showing 17 changed files with 114 additions and 78 deletions.
4 changes: 3 additions & 1 deletion pkgs/by-name/uc/ucx/package.nix
Original file line number Diff line number Diff line change
Expand Up @@ -33,8 +33,10 @@ let
paths = rocmList;
};

# rocm build fails with gcc stdenv due to unrecognised arg parallel-jobs
stdenv' = if enableRocm then rocmPackages.llvm.rocmClangStdenv else stdenv;
in
stdenv.mkDerivation rec {
stdenv'.mkDerivation rec {
pname = "ucx";
version = "1.17.0";

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39 changes: 28 additions & 11 deletions pkgs/development/python-modules/torch/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -16,11 +16,10 @@
if cudaSupport then
magma-cuda-static
else if rocmSupport then
magma-hip
null
else
magma,
magma,
magma-hip,
magma-cuda-static,
# Use the system NCCL as long as we're targeting CUDA on a supported platform.
useSystemNccl ? (cudaSupport && !cudaPackages.nccl.meta.unsupported || rocmSupport),
Expand All @@ -36,6 +35,7 @@
symlinkJoin,
which,
pybind11,
pkg-config,
removeReferencesTo,

# Build inputs
Expand All @@ -54,6 +54,7 @@
cffi,
click,
typing-extensions,
six,
# ROCm build and `torch.compile` requires `triton`
tritonSupport ? (!stdenv.hostPlatform.isDarwin),
triton,
Expand All @@ -66,7 +67,13 @@
# (dependencies without cuda support).
# Instead we should rely on overlays and nixpkgsFun.
# (@SomeoneSerge)
_tritonEffective ? if cudaSupport then triton-cuda else triton,
_tritonEffective ?
if cudaSupport then
triton-cuda
else if rocmSupport then
rocmPackages.triton
else
triton,
triton-cuda,

# Unit tests
Expand All @@ -86,14 +93,13 @@

# dependencies for torch.utils.tensorboard
pillow,
six,
future,
tensorboard,
protobuf,

# ROCm dependencies
rocmSupport ? config.rocmSupport,
rocmPackages_5,
rocmPackages,
gpuTargets ? [ ],

vulkanSupport ? false,
Expand All @@ -113,8 +119,6 @@ let

triton = throw "python3Packages.torch: use _tritonEffective instead of triton to avoid divergence";

rocmPackages = rocmPackages_5;

setBool = v: if v then "1" else "0";

# https://github.com/pytorch/pytorch/blob/v2.4.0/torch/utils/cpp_extension.py#L1953
Expand Down Expand Up @@ -180,7 +184,7 @@ let
clr
rccl
miopen
miopengemm
aotriton
rocrand
rocblas
rocsparse
Expand All @@ -192,8 +196,11 @@ let
rocfft
rocsolver
hipfft
hiprand
hipsolver
hipblas-common
hipblas
hipblaslt
rocminfo
rocm-thunk
rocm-comgr
Expand All @@ -212,6 +219,7 @@ let
brokenConditions = attrsets.filterAttrs (_: cond: cond) {
"CUDA and ROCm are mutually exclusive" = cudaSupport && rocmSupport;
"CUDA is not targeting Linux" = cudaSupport && !stdenv.hostPlatform.isLinux;
"ROCm 6 is currently not compatible with magma" = rocmSupport && effectiveMagma != null;
"Unsupported CUDA version" =
cudaSupport
&& !(builtins.elem cudaPackages.cudaMajorVersion [
Expand All @@ -225,8 +233,6 @@ let
# In particular, this triggered warnings from cuda's `aliases.nix`
"Magma cudaPackages does not match cudaPackages" =
cudaSupport && (effectiveMagma.cudaPackages.cudaVersion != cudaPackages.cudaVersion);
"Rocm support is currently broken because `rocmPackages.hipblaslt` is unpackaged. (2024-06-09)" =
rocmSupport;
};

git-unroll = fetchFromGitea {
Expand Down Expand Up @@ -388,6 +394,10 @@ buildPythonPackage rec {
# We only do an imports check, so do not build tests either.
BUILD_TEST = setBool false;

# ninja hook doesn't automatically turn on ninja
# because pytorch setup.py is responsible for this
CMAKE_GENERATOR = "Ninja";

# Unlike MKL, oneDNN (née MKLDNN) is FOSS, so we enable support for
# it by default. PyTorch currently uses its own vendored version
# of oneDNN through Intel iDeep.
Expand All @@ -406,6 +416,7 @@ buildPythonPackage rec {

cmakeFlags =
[
(lib.cmakeFeature "PYTHON_SIX_SOURCE_DIR" "${six.src}")
# (lib.cmakeBool "CMAKE_FIND_DEBUG_MODE" true)
(lib.cmakeFeature "CUDAToolkit_VERSION" cudaPackages.cudaVersion)
]
Expand Down Expand Up @@ -454,6 +465,8 @@ buildPythonPackage rec {

env =
{
# Builds faster without this and we don't have enough inputs that cmd length is an issue
NIX_CC_USE_RESPONSE_FILE = 0;
# Suppress a weird warning in mkl-dnn, part of ideep in pytorch
# (upstream seems to have fixed this in the wrong place?)
# https://github.com/intel/mkl-dnn/commit/8134d346cdb7fe1695a2aa55771071d455fae0bc
Expand Down Expand Up @@ -511,6 +524,9 @@ buildPythonPackage rec {
}
// lib.optionalAttrs vulkanSupport {
VULKAN_SDK = shaderc.bin;
}
// lib.optionalAttrs rocmSupport {
AOTRITON_INSTALLED_PREFIX = "${rocmPackages.aotriton}";
};

nativeBuildInputs =
Expand All @@ -519,6 +535,7 @@ buildPythonPackage rec {
which
ninja
pybind11
pkg-config
removeReferencesTo
]
++ lib.optionals cudaSupport (
Expand Down Expand Up @@ -564,7 +581,7 @@ buildPythonPackage rec {
]
)
++ lib.optionals rocmSupport [ rocmPackages.llvm.openmp ]
++ lib.optionals (cudaSupport || rocmSupport) [ effectiveMagma ]
++ lib.optionals (effectiveMagma != null && (cudaSupport || rocmSupport)) [ effectiveMagma ]
++ lib.optionals stdenv.hostPlatform.isLinux [ numactl ]
++ lib.optionals stdenv.hostPlatform.isDarwin [
apple-sdk_13
Expand Down
23 changes: 14 additions & 9 deletions pkgs/development/rocm-modules/6/aotriton/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,13 @@
buildTests ? false,
buildBenchmarks ? false,
buildSamples ? false,
gpuTargets ? [ "gfx908" ], # [ ]
gpuTargets ? [
"gfx908"
"gfx90a"
"gfx942"
"gfx1030"
"gfx1100"
], # [ ]
}:

stdenv.mkDerivation (
Expand All @@ -60,7 +66,7 @@ stdenv.mkDerivation (
# cd $out
# tar xf ${cudaPackages.cuda_cudart.src} --strip-components=1
# '';
cudaRtIncludes = cudaPackages.cudatoolkit;
#cudaRtIncludes = cudaPackages.cuda_cudart;
triton-llvm' = builtins.trace "aotriton: TODO: confirm using same triton-llvm pinned hash as triton 3.2.x is ok" triton-llvm;
in
# triton-llvm' = triton-llvm.overrideAttrs (_old: {
Expand All @@ -86,8 +92,6 @@ stdenv.mkDerivation (
};
env.CXX = compiler;
env.ROCM_PATH = "${clr}";
env.NIX_CC_USE_RESPONSE_FILE = 0;
env.NIX_DISABLE_WRAPPER_INCLUDES = 1;
requiredSystemFeatures = [ "big-parallel" ];

outputs =
Expand Down Expand Up @@ -142,7 +146,7 @@ stdenv.mkDerivation (
xz
nlohmann_json
rocmlir
cudaRtIncludes
#cudaRtIncludes

# Tensile deps - not optional, building without tensile isn't actually supported
msgpack # FIXME: not included in cmake!
Expand All @@ -164,15 +168,16 @@ stdenv.mkDerivation (
env.JSON_SYSPATH = nlohmann_json;
env.MLIR_DIR = "${triton-llvm'}/lib/cmake/mlir";
# build time dep for header only, only needs source.
env.TRITON_CUDACRT_PATH = cudaRtIncludes;
env.TRITON_CUDART_PATH = cudaRtIncludes;
env.CXXFLAGS = "-I/build/source/third_party/triton/third_party/nvidia/backend/include -I${cudaRtIncludes}/include";
# env.TRITON_CUDACRT_PATH = cudaRtIncludes;
# env.TRITON_CUDART_PATH = cudaRtIncludes;
env.CXXFLAGS = "-I/build/source/third_party/triton/third_party/nvidia/backend/include";
# env.NOIMAGE_MODE = 1;

# Fix up header issues in triton: https://github.com/triton-lang/triton/pull/3985/files
preConfigure = ''
mkdir third_party/triton/third_party/nvidia/backend/include/
cp ${cudaRtIncludes}/include/*.h third_party/triton/third_party/nvidia/backend/include/
touch third_party/triton/third_party/nvidia/backend/include/cuda.h
#cp ''${cudaRtIncludes}/include/*.h third_party/triton/third_party/nvidia/backend/include/
find third_party/triton -type f -exec sed -i 's|[<]cupti.h[>]|"cupti.h"|g' {} +
find third_party/triton -type f -exec sed -i 's|[<]cuda.h[>]|"cuda.h"|g' {} +
grep -ir cuda.h third_party/triton
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,7 @@ stdenv.mkDerivation (finalAttrs: {
clr
hipify
ninja
zstd
];

buildInputs = [
Expand Down
44 changes: 33 additions & 11 deletions pkgs/development/rocm-modules/6/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -14,13 +14,15 @@
emptyDirectory,
cudaPackages,
triton-llvm,
openmpi,
}:

lib.makeScope newScope (
self:
let
pyPackages = python3Packages;
libffiorig = libffi;
openmpi-orig = openmpi;
in
with self;
{
Expand Down Expand Up @@ -556,17 +558,29 @@ lib.makeScope newScope (
useCPU = true;
};

openmpi = openmpi-orig.override (prev: {
ucx = prev.ucx.override {
enableCuda = false;
enableRocm = true;
};
});
mpi = self.openmpi;

triton-llvm =
builtins.trace "FIXME: triton-rocm needs ANOTHER different LLVM build" triton-llvm.overrideAttrs
builtins.trace "FIXME: triton-rocm needs ANOTHER different LLVM build"
(triton-llvm.override {
buildTests = false; # FIXME: why are tests failing?
}).overrideAttrs
{
src = fetchFromGitHub {
owner = "llvm";
repo = "llvm-project";
# make sure this matches triton llvm rel branch hash for now
# https://github.com/triton-lang/triton/blob/release/3.2.x/cmake/llvm-hash.txt
rev = "b5cc222d7429fe6f18c787f633d5262fac2e676f";
hash = "sha256-iH5OBwtmJLHao2PhxKT8w+vGlFE0D2R/ry8j9nZs+TQ=";
rev = "86b69c31642e98f8357df62c09d118ad1da4e16a";
hash = "sha256-W/mQwaLGx6/rIBjdzUTIbWrvGjdh7m4s15f70fQ1/hE=";
};
pname = "triton-llvm-rocm";
patches = [ ]; # FIXME: https://github.com/llvm/llvm-project//commit/84837e3cc1cf17ed71580e3ea38299ed2bfaa5f6.patch doesn't apply, may need to rebase
};

Expand All @@ -579,30 +593,38 @@ lib.makeScope newScope (
llvm = self.triton-llvm;
})).overridePythonAttrs
(old: {

doCheck = false;
stdenv = self.llvm.rocmClangStdenv;
version = "3.2.0";
src = fetchFromGitHub {
owner = "triton-lang";
repo = "triton";
rev = "release/3.2.x";
hash = "sha256-cC2eARYcmZqLrzwlmMi92xkEqpGMn2d9IndZQBoGE7Q=";
rev = "64b80f0916b69e3c4d0682a2368fd126e57891ab"; # "release/3.2.x";
hash = "sha256-xQOgMLHruVrI/9FtY3TvZKALitMOfqZ69uOyrYhXhu8=";
};
buildInputs = old.buildInputs ++ [
self.clr
];
dontStrip = true;
env = old.env // {
CXXFLAGS = "-gz -g1 -O3 -I${self.clr}/include -I/build/source/third_party/triton/third_party/nvidia/backend/include -I${cudaPackages.cudatoolkit}/include";
CXXFLAGS = "-gz -g1 -O3 -I${self.clr}/include -I/build/source/third_party/triton/third_party/nvidia/backend/include";
TRITON_OFFLINE_BUILD = 1;
};
# TRITON_BUILD_PROTON = "OFF"; # disable profiler, instead of --replace-fail 'packages += ["triton/profiler"]' ""\
patches = [ ];
postPatch = ''
# Need an empty cuda.h to happily compile for ROCm
mkdir -p third_party/nvidia/include/ third_party/nvidia/include/backend/include/
echo "" > third_party/nvidia/include/cuda.h
mkdir third_party/nvidia/backend/include/
cp ${cudaPackages.cudatoolkit}/include/*.h third_party/nvidia/backend/include/
touch third_party/nvidia/include/backend/include/{cuda,driver_types}.h
rm -rf third_party/nvidia
substituteInPlace CMakeLists.txt \
--replace-fail "add_subdirectory(test)" ""
sed -i '/nvidia\|NVGPU\|registerConvertTritonGPUToLLVMPass\|mlir::test::/Id' bin/RegisterTritonDialects.h
sed -i '/TritonTestAnalysis/Id' bin/CMakeLists.txt
substituteInPlace python/setup.py \
--replace-fail 'backends = [*BackendInstaller.copy(["nvidia", "amd"]), *BackendInstaller.copy_externals()]' \
'backends = [*BackendInstaller.copy(["amd"]), *BackendInstaller.copy_externals()]'
#cp ''${cudaPackages.cuda_cudart}/include/*.h third_party/nvidia/backend/include/
find . -type f -exec sed -i 's|[<]cupti.h[>]|"cupti.h"|g' {} +
find . -type f -exec sed -i 's|[<]cuda.h[>]|"cuda.h"|g' {} +
Expand Down
2 changes: 0 additions & 2 deletions pkgs/development/rocm-modules/6/hipblas/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -24,8 +24,6 @@
stdenv.mkDerivation (finalAttrs: {
pname = "hipblas";
version = "6.3.1";
env.NIX_DEBUG = 1;
env.NIX_DISABLE_WRAPPER_INCLUDES = 1;

outputs =
[
Expand Down
14 changes: 10 additions & 4 deletions pkgs/development/rocm-modules/6/hipblaslt/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,16 @@
buildTests ? false,
buildBenchmarks ? false,
buildSamples ? false,
gpuTargets ? [ "gfx908" ], # [ ]
# hipblaslt supports only devices with MFMA or WMMA
# WMMA on gfx1100 may be broken
# MFMA on MI100 may be broken
# MI200/MI300 known to work
gpuTargets ? [
"gfx908"
"gfx90a"
"gfx942"
"gfx1100"
],
}:

stdenv.mkDerivation (
Expand Down Expand Up @@ -62,14 +71,11 @@ stdenv.mkDerivation (
env.CXXFLAGS = cFlags;
env.ROCM_PATH = "${clr}";
env.TENSILE_ROCM_ASSEMBLER_PATH = "${clang-sysrooted}/bin/clang++";
env.NIX_CC_USE_RESPONSE_FILE = 0;
env.NIX_DISABLE_WRAPPER_INCLUDES = 1;
env.TENSILE_GEN_ASSEMBLY_TOOLCHAIN = "${clang-sysrooted}/bin/clang++";
requiredSystemFeatures = [ "big-parallel" ];

patches = [
./ext-op-first.diff
# ./alpha_1_init_fix.patch # libcxx bug workaround -
];

outputs =
Expand Down
2 changes: 2 additions & 0 deletions pkgs/development/rocm-modules/6/miopen/default.nix
Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,8 @@
"gfx908"
"gfx90a"
"gfx942"
"gfx1030"
"gfx1100"
], # clr.gpuTargets
buildDocs ? false, # Needs internet because of rocm-docs-core
buildTests ? false,
Expand Down
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