Merge pull request #222273 from SomeoneSerge/torch20
python3Packages.torch: 1.13.1 -> 2.0.0
This commit is contained in:
Samuel Ainsworth
GitHub
commit
c5b01a1407
|
|
@ -24,6 +24,8 @@
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, targetDir ? "llvm"
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, targetProjects ? [ ]
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, targetRuntimes ? [ ]
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# "NATIVE" resolves into x86 or aarch64 depending on stdenv
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, llvmTargetsToBuild ? [ "NATIVE" ]
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, extraPatches ? [ ]
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||||
, extraNativeBuildInputs ? [ ]
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, extraBuildInputs ? [ ]
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||||
|
|
@ -46,6 +48,8 @@ let
|
|||
if stdenv.isx86_64 then "X86"
|
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else if stdenv.isAarch64 then "AArch64"
|
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else throw "Unsupported ROCm LLVM platform";
|
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inferNativeTarget = t: if t == "NATIVE" then llvmNativeTarget else t;
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llvmTargetsToBuild' = [ "AMDGPU" ] ++ builtins.map inferNativeTarget llvmTargetsToBuild;
|
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in stdenv.mkDerivation (finalAttrs: {
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pname = "rocm-llvm-${targetName}";
|
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version = "5.4.4";
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||||
|
|
@ -98,7 +102,7 @@ in stdenv.mkDerivation (finalAttrs: {
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sourceRoot = "${finalAttrs.src.name}/${targetDir}";
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|
||||
cmakeFlags = [
|
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"-DLLVM_TARGETS_TO_BUILD=AMDGPU;${llvmNativeTarget}"
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"-DLLVM_TARGETS_TO_BUILD=${builtins.concatStringsSep ";" llvmTargetsToBuild'}"
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] ++ lib.optionals (finalAttrs.passthru.isLLVM && targetProjects != [ ]) [
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"-DLLVM_ENABLE_PROJECTS=${lib.concatStringsSep ";" targetProjects}"
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] ++ lib.optionals ((finalAttrs.passthru.isLLVM || targetDir == "runtimes") && targetRuntimes != [ ]) [
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|
|
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|||
|
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@ -2,6 +2,7 @@
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, stdenv
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, buildDunePackage
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, fetchFromGitHub
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, fetchpatch
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, cmdliner
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, ctypes
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, dune-configurator
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|
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@ -24,11 +25,19 @@ buildDunePackage rec {
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src = fetchFromGitHub {
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owner = "LaurentMazare";
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repo = "ocaml-${pname}";
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rev = version;
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repo = "ocaml-${pname}";
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rev = version;
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hash = "sha256-z/9NUBjeFWE63Z/e8OyzDiy8hrn6qzjaiBH8G9MPeos=";
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};
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|
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patches = [
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# Pytorch 2.0 support. Drop when it reaches a release
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(fetchpatch {
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url = "https://github.com/LaurentMazare/ocaml-torch/commit/ef7ef30cafecb09e45ec1ed8ce4bedae5947cfa5.patch";
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hash = "sha256-smdwKy40iIISp/25L2J4az6KmqFS1soeChBElUyhl5A=";
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||||
})
|
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];
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|
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buildInputs = [ dune-configurator ];
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|
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propagatedBuildInputs = [
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|
|
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253
pkgs/development/python-modules/openai-triton/default.nix
Normal file
253
pkgs/development/python-modules/openai-triton/default.nix
Normal file
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@ -0,0 +1,253 @@
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{ lib
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, buildPythonPackage
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, python
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, fetchpatch
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, fetchFromGitHub
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, addOpenGLRunpath
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, cmake
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, cudaPackages
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, llvmPackages
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, pybind11
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, gtest
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, zlib
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, ncurses
|
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, libxml2
|
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, lit
|
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, filelock
|
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, torchWithRocm
|
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, pytest
|
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, pytestCheckHook
|
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, pythonRelaxDepsHook
|
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, pkgsTargetTarget
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}:
|
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|
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let
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pname = "triton";
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version = "2.0.0";
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|
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inherit (cudaPackages) cuda_cudart backendStdenv;
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|
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# A time may come we'll want to be cross-friendly
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#
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# Short explanation: we need pkgsTargetTarget, because we use string
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# interpolation instead of buildInputs.
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#
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# Long explanation: OpenAI/triton downloads and vendors a copy of NVidia's
|
||||
# ptxas compiler. We're not running this ptxas on the build machine, but on
|
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# the user's machine, i.e. our Target platform. The second "Target" in
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# pkgsTargetTarget maybe doesn't matter, because ptxas compiles programs to
|
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# be executed on the GPU.
|
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# Cf. https://nixos.org/manual/nixpkgs/unstable/#sec-cross-infra
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ptxas = "${pkgsTargetTarget.cudaPackages.cuda_nvcc}/bin/ptxas";
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|
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llvm = (llvmPackages.llvm.override {
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llvmTargetsToBuild = [ "NATIVE" "NVPTX" ];
|
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# Upstream CI sets these too:
|
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# targetProjects = [ "mlir" ];
|
||||
extraCMakeFlags = [
|
||||
"-DLLVM_INSTALL_UTILS=ON"
|
||||
];
|
||||
});
|
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in
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||||
buildPythonPackage {
|
||||
inherit pname version;
|
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|
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format = "setuptools";
|
||||
|
||||
src = fetchFromGitHub {
|
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owner = "openai";
|
||||
repo = pname;
|
||||
rev = "v${version}";
|
||||
hash = "sha256-9GZzugab+Pdt74Dj6zjlEzjj4BcJ69rzMJmqcVMxsKU=";
|
||||
};
|
||||
|
||||
patches = [
|
||||
# Prerequisite for llvm15 patch
|
||||
(fetchpatch {
|
||||
url = "https://github.com/openai/triton/commit/2aba985daaa70234823ea8f1161da938477d3e02.patch";
|
||||
hash = "sha256-LGv0+Ut2WYPC4Ksi4803Hwmhi3FyQOF9zElJc/JCobk=";
|
||||
})
|
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(fetchpatch {
|
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url = "https://github.com/openai/triton/commit/e3941f9d09cdd31529ba4a41018cfc0096aafea6.patch";
|
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hash = "sha256-A+Gor6qzFlGQhVVhiaaYOzqqx8yO2MdssnQS6TIfUWg=";
|
||||
})
|
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|
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# Source: https://github.com/openai/triton/commit/fc7a8e35819bda632bdcf1cf75fd9abe4d4e077a.patch
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# The original patch adds ptxas binary, so we include our own clean copy
|
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# Drop with the next update
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./llvm15.patch
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|
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# TODO: there have been commits upstream aimed at removing the "torch"
|
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# circular dependency, but the patches fail to apply on the release
|
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# revision. Keeping the link for future reference
|
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# Also cf. https://github.com/openai/triton/issues/1374
|
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|
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# (fetchpatch {
|
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# url = "https://github.com/openai/triton/commit/fc7c0b0e437a191e421faa61494b2ff4870850f1.patch";
|
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# hash = "sha256-f0shIqHJkVvuil2Yku7vuqWFn7VCRKFSFjYRlwx25ig=";
|
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# })
|
||||
];
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|
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postPatch = ''
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substituteInPlace python/setup.py \
|
||||
--replace \
|
||||
'= get_thirdparty_packages(triton_cache_path)' \
|
||||
'= os.environ["cmakeFlags"].split()'
|
||||
''
|
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# Wiring triton=2.0.0 with llcmPackages_rocm.llvm=5.4.3
|
||||
# Revisit when updating either triton or llvm
|
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+ ''
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||||
substituteInPlace CMakeLists.txt \
|
||||
--replace "nvptx" "NVPTX" \
|
||||
--replace "LLVM 11" "LLVM"
|
||||
sed -i '/AddMLIR/a set(MLIR_TABLEGEN_EXE "${llvmPackages.mlir}/bin/mlir-tblgen")' CMakeLists.txt
|
||||
sed -i '/AddMLIR/a set(MLIR_INCLUDE_DIR ''${MLIR_INCLUDE_DIRS})' CMakeLists.txt
|
||||
find -iname '*.td' -exec \
|
||||
sed -i \
|
||||
-e '\|include "mlir/IR/OpBase.td"|a include "mlir/IR/AttrTypeBase.td"' \
|
||||
-e 's|include "mlir/Dialect/StandardOps/IR/Ops.td"|include "mlir/Dialect/Func/IR/FuncOps.td"|' \
|
||||
'{}' ';'
|
||||
substituteInPlace unittest/CMakeLists.txt --replace "include(GoogleTest)" "find_package(GTest REQUIRED)"
|
||||
sed -i 's/^include.*$//' unittest/CMakeLists.txt
|
||||
sed -i '/LINK_LIBS/i NVPTXInfo' lib/Target/PTX/CMakeLists.txt
|
||||
sed -i '/LINK_LIBS/i NVPTXCodeGen' lib/Target/PTX/CMakeLists.txt
|
||||
''
|
||||
# TritonMLIRIR already links MLIRIR. Not transitive?
|
||||
# + ''
|
||||
# echo "target_link_libraries(TritonPTX PUBLIC MLIRIR)" >> lib/Target/PTX/CMakeLists.txt
|
||||
# ''
|
||||
# Already defined in llvm, when built with -DLLVM_INSTALL_UTILS
|
||||
+ ''
|
||||
substituteInPlace bin/CMakeLists.txt \
|
||||
--replace "add_subdirectory(FileCheck)" ""
|
||||
|
||||
rm cmake/FindLLVM.cmake
|
||||
''
|
||||
+
|
||||
(
|
||||
let
|
||||
# Bash was getting weird without linting,
|
||||
# but basically upstream contains [cc, ..., "-lcuda", ...]
|
||||
# and we replace it with [..., "-lcuda", "-L/run/opengl-driver/lib", "-L$stubs", ...]
|
||||
old = [ "-lcuda" ];
|
||||
new = [ "-lcuda" "-L${addOpenGLRunpath.driverLink}" "-L${cuda_cudart}/lib/stubs/" ];
|
||||
|
||||
quote = x: ''"${x}"'';
|
||||
oldStr = lib.concatMapStringsSep ", " quote old;
|
||||
newStr = lib.concatMapStringsSep ", " quote new;
|
||||
in
|
||||
''
|
||||
substituteInPlace python/triton/compiler.py \
|
||||
--replace '${oldStr}' '${newStr}'
|
||||
''
|
||||
)
|
||||
# Triton seems to be looking up cuda.h
|
||||
+ ''
|
||||
sed -i 's|cu_include_dir = os.path.join.*$|cu_include_dir = "${cuda_cudart}/include"|' python/triton/compiler.py
|
||||
'';
|
||||
|
||||
nativeBuildInputs = [
|
||||
cmake
|
||||
pythonRelaxDepsHook
|
||||
|
||||
# Requires torch (circular dependency) and probably needs GPUs:
|
||||
# pytestCheckHook
|
||||
|
||||
# Note for future:
|
||||
# These *probably* should go in depsTargetTarget
|
||||
# ...but we cannot test cross right now anyway
|
||||
# because we only support cudaPackages on x86_64-linux atm
|
||||
lit
|
||||
llvm
|
||||
llvmPackages.mlir
|
||||
];
|
||||
|
||||
buildInputs = [
|
||||
gtest
|
||||
libxml2.dev
|
||||
ncurses
|
||||
pybind11
|
||||
zlib
|
||||
];
|
||||
|
||||
propagatedBuildInputs = [
|
||||
filelock
|
||||
];
|
||||
|
||||
# Avoid GLIBCXX mismatch with other cuda-enabled python packages
|
||||
preConfigure = ''
|
||||
export CC="${backendStdenv.cc}/bin/cc";
|
||||
export CXX="${backendStdenv.cc}/bin/c++";
|
||||
|
||||
# Upstream's setup.py tries to write cache somewhere in ~/
|
||||
export HOME=$TMPDIR
|
||||
|
||||
# Upstream's github actions patch setup.cfg to write base-dir. May be redundant
|
||||
echo "
|
||||
[build_ext]
|
||||
base-dir=$PWD" >> python/setup.cfg
|
||||
|
||||
# The rest (including buildPhase) is relative to ./python/
|
||||
cd python/
|
||||
|
||||
# Work around download_and_copy_ptxas()
|
||||
dst_cuda="$PWD/triton/third_party/cuda/bin"
|
||||
mkdir -p "$dst_cuda"
|
||||
ln -s "${ptxas}" "$dst_cuda/"
|
||||
'';
|
||||
|
||||
# CMake is run by setup.py instead
|
||||
dontUseCmakeConfigure = true;
|
||||
cmakeFlags = [
|
||||
"-DMLIR_DIR=${llvmPackages.mlir}/lib/cmake/mlir"
|
||||
];
|
||||
|
||||
postFixup =
|
||||
let
|
||||
ptxasDestination = "$out/${python.sitePackages}/triton/third_party/cuda/bin/ptxas";
|
||||
in
|
||||
# Setuptools (?) strips runpath and +x flags. Let's just restore the symlink
|
||||
''
|
||||
rm -f ${ptxasDestination}
|
||||
ln -s ${ptxas} ${ptxasDestination}
|
||||
'';
|
||||
|
||||
checkInputs = [
|
||||
cmake # ctest
|
||||
];
|
||||
dontUseSetuptoolsCheck = true;
|
||||
preCheck =
|
||||
# build/temp* refers to build_ext.build_temp (looked up in the build logs)
|
||||
''
|
||||
(cd /build/source/python/build/temp* ; ctest)
|
||||
'' # For pytestCheckHook
|
||||
+ ''
|
||||
cd test/unit
|
||||
'';
|
||||
pythonImportsCheck = [
|
||||
# Circular dependency on torch
|
||||
# "triton"
|
||||
# "triton.language"
|
||||
];
|
||||
|
||||
# Ultimately, torch is our test suite:
|
||||
passthru.tests = {
|
||||
inherit torchWithRocm;
|
||||
};
|
||||
|
||||
pythonRemoveDeps = [
|
||||
# Circular dependency, cf. https://github.com/openai/triton/issues/1374
|
||||
"torch"
|
||||
|
||||
# CLI tools without dist-info
|
||||
"cmake"
|
||||
"lit"
|
||||
];
|
||||
meta = with lib; {
|
||||
description = "Development repository for the Triton language and compiler";
|
||||
homepage = "https://github.com/openai/triton/";
|
||||
platforms = lib.platforms.unix;
|
||||
license = licenses.mit;
|
||||
maintainers = with maintainers; [ SomeoneSerge ];
|
||||
};
|
||||
}
|
||||
4617
pkgs/development/python-modules/openai-triton/llvm15.patch
Normal file
4617
pkgs/development/python-modules/openai-triton/llvm15.patch
Normal file
File diff suppressed because it is too large
Load diff
|
|
@ -6,12 +6,18 @@
|
|||
|
||||
# Native build inputs
|
||||
cmake, util-linux, linkFarm, symlinkJoin, which, pybind11, removeReferencesTo,
|
||||
pythonRelaxDepsHook,
|
||||
|
||||
# Build inputs
|
||||
numactl,
|
||||
Accelerate, CoreServices, libobjc,
|
||||
|
||||
# Propagated build inputs
|
||||
filelock,
|
||||
jinja2,
|
||||
networkx,
|
||||
openai-triton,
|
||||
sympy,
|
||||
numpy, pyyaml, cffi, click, typing-extensions,
|
||||
|
||||
# Unit tests
|
||||
|
|
@ -49,9 +55,7 @@ let
|
|||
inherit (cudaPackages) cudatoolkit cudaFlags cudnn nccl;
|
||||
in
|
||||
|
||||
# assert that everything needed for cuda is present and that the correct cuda versions are used
|
||||
assert !cudaSupport || (let majorIs = lib.versions.major cudatoolkit.version;
|
||||
in majorIs == "9" || majorIs == "10" || majorIs == "11");
|
||||
assert cudaSupport -> (cudaPackages.cudaMajorVersion == "11");
|
||||
|
||||
# confirm that cudatoolkits are sync'd across dependencies
|
||||
assert !(MPISupport && cudaSupport) || mpi.cudatoolkit == cudatoolkit;
|
||||
|
|
@ -129,10 +133,10 @@ let
|
|||
in buildPythonPackage rec {
|
||||
pname = "torch";
|
||||
# Don't forget to update torch-bin to the same version.
|
||||
version = "1.13.1";
|
||||
version = "2.0.0";
|
||||
format = "setuptools";
|
||||
|
||||
disabled = pythonOlder "3.7.0";
|
||||
disabled = pythonOlder "3.8.0";
|
||||
|
||||
outputs = [
|
||||
"out" # output standard python package
|
||||
|
|
@ -145,7 +149,7 @@ in buildPythonPackage rec {
|
|||
repo = "pytorch";
|
||||
rev = "refs/tags/v${version}";
|
||||
fetchSubmodules = true;
|
||||
hash = "sha256-yQz+xHPw9ODRBkV9hv1th38ZmUr/fXa+K+d+cvmX3Z8=";
|
||||
hash = "sha256-cSw7+AYBUcZLz3UyK/+JWWjQxKwVBXcFvBq0XAcL3tE=";
|
||||
};
|
||||
|
||||
patches = lib.optionals (stdenv.isDarwin && stdenv.isx86_64) [
|
||||
|
|
@ -155,15 +159,6 @@ in buildPythonPackage rec {
|
|||
# base is 10.12. Until we upgrade, we can fall back on the older
|
||||
# pthread support.
|
||||
./pthreadpool-disable-gcd.diff
|
||||
] ++ [
|
||||
# PyTorch fails to build on gcc 12 due to gloo
|
||||
# https://github.com/pytorch/pytorch/issues/77614
|
||||
(fetchpatch {
|
||||
url = "https://github.com/facebookincubator/gloo/commit/4a5e339b764261d20fc409071dc7a8b8989aa195.patch";
|
||||
stripLen = 1;
|
||||
extraPrefix = "third_party/gloo/";
|
||||
hash = "sha256-UxR1r7F6g76BWj3GBIrSy5t+YZDCWy6mMddwx+hon5w=";
|
||||
})
|
||||
];
|
||||
|
||||
postPatch = lib.optionalString rocmSupport ''
|
||||
|
|
@ -261,7 +256,16 @@ in buildPythonPackage rec {
|
|||
# Suppress gcc regression: avx512 math function raises uninitialized variable warning
|
||||
# https://gcc.gnu.org/bugzilla/show_bug.cgi?id=105593
|
||||
# See also: Fails to compile with GCC 12.1.0 https://github.com/pytorch/pytorch/issues/77939
|
||||
++ lib.optionals stdenv.cc.isGNU [ "-Wno-error=maybe-uninitialized" "-Wno-error=uninitialized" ]));
|
||||
++ lib.optionals (stdenv.cc.isGNU && lib.versionAtLeast stdenv.cc.version "12.0.0") [
|
||||
"-Wno-error=maybe-uninitialized"
|
||||
"-Wno-error=uninitialized"
|
||||
]
|
||||
# Since pytorch 2.0:
|
||||
# gcc-12.2.0/include/c++/12.2.0/bits/new_allocator.h:158:33: error: ‘void operator delete(void*, std::size_t)’
|
||||
# ... called on pointer ‘<unknown>’ with nonzero offset [1, 9223372036854775800] [-Werror=free-nonheap-object]
|
||||
++ lib.optionals (stdenv.cc.isGNU && lib.versions.major stdenv.cc.version == "12" ) [
|
||||
"-Wno-error=free-nonheap-object"
|
||||
]));
|
||||
|
||||
nativeBuildInputs = [
|
||||
cmake
|
||||
|
|
@ -269,6 +273,7 @@ in buildPythonPackage rec {
|
|||
which
|
||||
ninja
|
||||
pybind11
|
||||
pythonRelaxDepsHook
|
||||
removeReferencesTo
|
||||
] ++ lib.optionals cudaSupport [ cudatoolkit_joined ]
|
||||
++ lib.optionals rocmSupport [ rocmtoolkit_joined ];
|
||||
|
|
@ -286,11 +291,27 @@ in buildPythonPackage rec {
|
|||
click
|
||||
numpy
|
||||
pyyaml
|
||||
|
||||
# From install_requires:
|
||||
filelock
|
||||
typing-extensions
|
||||
sympy
|
||||
networkx
|
||||
jinja2
|
||||
|
||||
# the following are required for tensorboard support
|
||||
pillow six future tensorboard protobuf
|
||||
] ++ lib.optionals MPISupport [ mpi ]
|
||||
++ lib.optionals rocmSupport [ rocmtoolkit_joined ];
|
||||
]
|
||||
++ lib.optionals MPISupport [ mpi ]
|
||||
++ lib.optionals rocmSupport [ rocmtoolkit_joined ]
|
||||
# rocm build requires openai-triton;
|
||||
# openai-triton currently requires cuda_nvcc,
|
||||
# so not including it in the cpu-only build;
|
||||
# torch.compile relies on openai-triton,
|
||||
# so we include it for the cuda build as well
|
||||
++ lib.optionals (rocmSupport || cudaSupport) [
|
||||
openai-triton
|
||||
];
|
||||
|
||||
# Tests take a long time and may be flaky, so just sanity-check imports
|
||||
doCheck = false;
|
||||
|
|
@ -318,6 +339,11 @@ in buildPythonPackage rec {
|
|||
"runHook postCheck"
|
||||
];
|
||||
|
||||
pythonRemoveDeps = [
|
||||
# In our dist-info the name is just "triton"
|
||||
"pytorch-triton-rocm"
|
||||
];
|
||||
|
||||
postInstall = ''
|
||||
find "$out/${python.sitePackages}/torch/include" "$out/${python.sitePackages}/torch/lib" -type f -exec remove-references-to -t ${stdenv.cc} '{}' +
|
||||
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@
|
|||
|
||||
buildPythonPackage rec {
|
||||
pname = "torchinfo";
|
||||
version = "1.64";
|
||||
version = "1.7.2";
|
||||
format = "setuptools";
|
||||
|
||||
disabled = pythonOlder "3.7";
|
||||
|
|
@ -18,7 +18,7 @@ buildPythonPackage rec {
|
|||
owner = "TylerYep";
|
||||
repo = pname;
|
||||
rev = "refs/tags/v${version}";
|
||||
hash = "sha256-gcl8RxCD017FP4LtB60WVtOh7jg2Otv/vNd9hKneEAU=";
|
||||
hash = "sha256-O+I7BNQ5moV/ZcbbuP/IFoi0LO0WsGHBbSfgPmFu1Ec=";
|
||||
};
|
||||
|
||||
propagatedBuildInputs = [
|
||||
|
|
@ -37,8 +37,13 @@ buildPythonPackage rec {
|
|||
"test_google"
|
||||
];
|
||||
|
||||
disabledTestPaths = [
|
||||
# Wants "compressai", which we don't package (2023-03-23)
|
||||
"tests/torchinfo_xl_test.py"
|
||||
];
|
||||
|
||||
pythonImportsCheck = [
|
||||
"torchvision"
|
||||
"torchinfo"
|
||||
];
|
||||
|
||||
meta = with lib; {
|
||||
|
|
|
|||
|
|
@ -188,6 +188,8 @@ python.pkgs.buildPythonApplication rec {
|
|||
"tests/vocoder_tests/test_multiband_melgan_train.py"
|
||||
"tests/vocoder_tests/test_melgan_train.py"
|
||||
"tests/vocoder_tests/test_wavernn_train.py"
|
||||
# only a feed forward test, but still takes too long
|
||||
"tests/tts_tests/test_overflow.py"
|
||||
];
|
||||
|
||||
passthru = {
|
||||
|
|
|
|||
|
|
@ -6807,6 +6807,8 @@ self: super: with self; {
|
|||
|
||||
open-meteo = callPackage ../development/python-modules/open-meteo { };
|
||||
|
||||
openai-triton = callPackage ../development/python-modules/openai-triton { llvmPackages = pkgs.llvmPackages_rocm; };
|
||||
|
||||
openai-whisper = callPackage ../development/python-modules/openai-whisper { };
|
||||
|
||||
openant = callPackage ../development/python-modules/openant { };
|
||||
|
|
@ -11862,6 +11864,7 @@ self: super: with self; {
|
|||
torchWithCuda = self.torch.override {
|
||||
magma = pkgs.magma-cuda;
|
||||
cudaSupport = true;
|
||||
rocmSupport = false;
|
||||
};
|
||||
|
||||
torchWithoutCuda = self.torch.override {
|
||||
|
|
@ -11871,6 +11874,7 @@ self: super: with self; {
|
|||
torchWithRocm = self.torch.override {
|
||||
magma = pkgs.magma-hip;
|
||||
rocmSupport = true;
|
||||
cudaSupport = false;
|
||||
};
|
||||
|
||||
torchWithoutRocm = self.torch.override {
|
||||
|
|
|
|||
Loading…
Reference in a new issue