diff options
Diffstat (limited to 'sci-libs/caffe2/caffe2-2.4.0.ebuild')
| -rw-r--r-- | sci-libs/caffe2/caffe2-2.4.0.ebuild | 289 |
1 files changed, 289 insertions, 0 deletions
diff --git a/sci-libs/caffe2/caffe2-2.4.0.ebuild b/sci-libs/caffe2/caffe2-2.4.0.ebuild new file mode 100644 index 000000000000..b4384eb7df11 --- /dev/null +++ b/sci-libs/caffe2/caffe2-2.4.0.ebuild @@ -0,0 +1,289 @@ +# Copyright 2022-2024 Gentoo Authors +# Distributed under the terms of the GNU General Public License v2 + +EAPI=8 + +PYTHON_COMPAT=( python3_{10..12} ) +ROCM_VERSION=6.1 +inherit python-single-r1 cmake cuda flag-o-matic prefix rocm toolchain-funcs + +MYPN=pytorch +MYP=${MYPN}-${PV} + +DESCRIPTION="A deep learning framework" +HOMEPAGE="https://pytorch.org/" +SRC_URI="https://github.com/pytorch/${MYPN}/archive/refs/tags/v${PV}.tar.gz + -> ${MYP}.tar.gz" + +S="${WORKDIR}"/${MYP} + +LICENSE="BSD" +SLOT="0" +KEYWORDS="~amd64" +IUSE="cuda distributed fbgemm flash gloo mkl mpi nnpack +numpy onednn openblas opencl openmp qnnpack rocm xnnpack" +RESTRICT="test" +REQUIRED_USE=" + ${PYTHON_REQUIRED_USE} + mpi? ( distributed ) + gloo? ( distributed ) + ?? ( cuda rocm ) + rocm? ( + || ( ${ROCM_REQUIRED_USE} ) + !flash + ) +" + +# CUDA 12 not supported yet: https://github.com/pytorch/pytorch/issues/91122 +RDEPEND=" + ${PYTHON_DEPS} + dev-cpp/gflags:= + >=dev-cpp/glog-0.5.0 + dev-libs/cpuinfo + dev-libs/libfmt + dev-cpp/opentelemetry-cpp + dev-libs/protobuf:= + dev-libs/pthreadpool + dev-libs/sleef + virtual/lapack + sci-libs/onnx + sci-libs/foxi + cuda? ( + dev-libs/cudnn + >=dev-libs/cudnn-frontend-1.0.3:0/8 + <dev-util/nvidia-cuda-toolkit-12.4.0:=[profiler] + ) + fbgemm? ( >=dev-libs/FBGEMM-2023.12.01 ) + gloo? ( sci-libs/gloo[cuda?] ) + mpi? ( virtual/mpi ) + nnpack? ( sci-libs/NNPACK ) + numpy? ( $(python_gen_cond_dep ' + dev-python/numpy[${PYTHON_USEDEP}] + ') ) + onednn? ( dev-libs/oneDNN ) + opencl? ( virtual/opencl ) + qnnpack? ( + !sci-libs/QNNPACK + dev-cpp/gemmlowp + ) + rocm? ( + =dev-util/hip-6.1* + =dev-libs/rccl-6.1*[${ROCM_USEDEP}] + =sci-libs/rocThrust-6.1*[${ROCM_USEDEP}] + =sci-libs/rocPRIM-6.1*[${ROCM_USEDEP}] + =sci-libs/hipBLAS-6.1*[${ROCM_USEDEP}] + =sci-libs/hipFFT-6.1*[${ROCM_USEDEP}] + =sci-libs/hipSPARSE-6.1*[${ROCM_USEDEP}] + =sci-libs/hipRAND-6.1*[${ROCM_USEDEP}] + =sci-libs/hipCUB-6.1*[${ROCM_USEDEP}] + =sci-libs/hipSOLVER-6.1*[${ROCM_USEDEP}] + =sci-libs/miopen-6.1*[${ROCM_USEDEP}] + =dev-util/roctracer-6.1*[${ROCM_USEDEP}] + + =sci-libs/hipBLASLt-6.1* + amdgpu_targets_gfx90a? ( =sci-libs/hipBLASLt-6.1*[amdgpu_targets_gfx90a] ) + amdgpu_targets_gfx940? ( =sci-libs/hipBLASLt-6.1*[amdgpu_targets_gfx940] ) + amdgpu_targets_gfx941? ( =sci-libs/hipBLASLt-6.1*[amdgpu_targets_gfx941] ) + amdgpu_targets_gfx942? ( =sci-libs/hipBLASLt-6.1*[amdgpu_targets_gfx942] ) + ) + distributed? ( sci-libs/tensorpipe[cuda?] ) + xnnpack? ( >=sci-libs/XNNPACK-2024.02.29 ) + mkl? ( sci-libs/mkl ) + openblas? ( sci-libs/openblas ) +" +DEPEND=" + ${RDEPEND} + cuda? ( >=dev-libs/cutlass-3.4.1 ) + onednn? ( sci-libs/ideep ) + dev-libs/psimd + dev-libs/FP16 + dev-libs/FXdiv + dev-libs/pocketfft + dev-libs/flatbuffers + >=sci-libs/kineto-0.4.0_p20240525 + $(python_gen_cond_dep ' + dev-python/pyyaml[${PYTHON_USEDEP}] + dev-python/pybind11[${PYTHON_USEDEP}] + dev-python/typing-extensions[${PYTHON_USEDEP}] + ') +" + +PATCHES=( + "${FILESDIR}"/${PN}-2.4.0-gentoo.patch + "${FILESDIR}"/${PN}-2.4.0-install-dirs.patch + "${FILESDIR}"/${PN}-1.12.0-glog-0.6.0.patch + "${FILESDIR}"/${PN}-1.13.1-tensorpipe.patch + "${FILESDIR}"/${PN}-2.3.0-cudnn_include_fix.patch + "${FILESDIR}"/${PN}-2.1.2-fix-rpath.patch + "${FILESDIR}"/${PN}-2.4.0-fix-openmp-link.patch + "${FILESDIR}"/${PN}-2.4.0-rocm-fix-std-cpp17.patch + "${FILESDIR}"/${PN}-2.2.2-musl.patch + "${FILESDIR}"/${PN}-2.4.0-exclude-aotriton.patch + "${FILESDIR}"/${PN}-2.3.0-fix-rocm-gcc14-clamp.patch + "${FILESDIR}"/${PN}-2.3.0-fix-libcpp.patch +) + +src_prepare() { + filter-lto #bug 862672 + sed -i \ + -e "/third_party\/gloo/d" \ + cmake/Dependencies.cmake \ + || die + cmake_src_prepare + pushd torch/csrc/jit/serialization || die + flatc --cpp --gen-mutable --scoped-enums mobile_bytecode.fbs || die + popd + # prefixify the hardcoded paths, after all patches are applied + hprefixify \ + aten/CMakeLists.txt \ + caffe2/CMakeLists.txt \ + cmake/Metal.cmake \ + cmake/Modules/*.cmake \ + cmake/Modules_CUDA_fix/FindCUDNN.cmake \ + cmake/Modules_CUDA_fix/upstream/FindCUDA/make2cmake.cmake \ + cmake/Modules_CUDA_fix/upstream/FindPackageHandleStandardArgs.cmake \ + cmake/public/LoadHIP.cmake \ + cmake/public/cuda.cmake \ + cmake/Dependencies.cmake \ + torch/CMakeLists.txt \ + CMakeLists.txt + + if use rocm; then + sed -e "s:/opt/rocm:/usr:" \ + -e "s:lib/cmake:$(get_libdir)/cmake:g" \ + -e "s/HIP 1.0/HIP 1.0 REQUIRED/" \ + -i cmake/public/LoadHIP.cmake || die + + ebegin "HIPifying cuda sources" + ${EPYTHON} tools/amd_build/build_amd.py || die + eend $? + fi +} + +src_configure() { + if use cuda && [[ -z ${TORCH_CUDA_ARCH_LIST} ]]; then + ewarn "WARNING: caffe2 is being built with its default CUDA compute capabilities: 3.5 and 7.0." + ewarn "These may not be optimal for your GPU." + ewarn "" + ewarn "To configure caffe2 with the CUDA compute capability that is optimal for your GPU," + ewarn "set TORCH_CUDA_ARCH_LIST in your make.conf, and re-emerge caffe2." + ewarn "For example, to use CUDA capability 7.5 & 3.5, add: TORCH_CUDA_ARCH_LIST=7.5 3.5" + ewarn "For a Maxwell model GPU, an example value would be: TORCH_CUDA_ARCH_LIST=Maxwell" + ewarn "" + ewarn "You can look up your GPU's CUDA compute capability at https://developer.nvidia.com/cuda-gpus" + ewarn "or by running /opt/cuda/extras/demo_suite/deviceQuery | grep 'CUDA Capability'" + fi + + local mycmakeargs=( + -DBUILD_CUSTOM_PROTOBUF=OFF + -DBUILD_SHARED_LIBS=ON + + -DUSE_CCACHE=OFF + -DUSE_CUDA=$(usex cuda) + -DUSE_DISTRIBUTED=$(usex distributed) + -DUSE_MPI=$(usex mpi) + -DUSE_FAKELOWP=OFF + -DUSE_FBGEMM=$(usex fbgemm) + -DUSE_FLASH_ATTENTION=$(usex flash) + -DUSE_MEM_EFF_ATTENTION=OFF + -DUSE_GFLAGS=ON + -DUSE_GLOG=ON + -DUSE_GLOO=$(usex gloo) + -DUSE_KINETO=OFF # TODO + -DUSE_MAGMA=OFF # TODO: In GURU as sci-libs/magma + -DUSE_MKLDNN=$(usex onednn) + -DUSE_NNPACK=$(usex nnpack) + -DUSE_XNNPACK=$(usex xnnpack) + -DUSE_SYSTEM_XNNPACK=$(usex xnnpack) + -DUSE_TENSORPIPE=$(usex distributed) + -DUSE_PYTORCH_QNNPACK=$(usex qnnpack) + -DUSE_NUMPY=$(usex numpy) + -DUSE_OPENCL=$(usex opencl) + -DUSE_OPENMP=$(usex openmp) + -DUSE_ROCM=$(usex rocm) + -DUSE_SYSTEM_CPUINFO=ON + -DUSE_SYSTEM_PYBIND11=ON + -DUSE_UCC=OFF + -DUSE_VALGRIND=OFF + -DPython_EXECUTABLE="${PYTHON}" + -DUSE_ITT=OFF + -DUSE_SYSTEM_PTHREADPOOL=ON + -DUSE_SYSTEM_PSIMD=ON + -DUSE_SYSTEM_FXDIV=ON + -DUSE_SYSTEM_FP16=ON + -DUSE_SYSTEM_GLOO=ON + -DUSE_SYSTEM_ONNX=ON + -DUSE_SYSTEM_SLEEF=ON + -DUSE_PYTORCH_METAL=OFF + -DUSE_XPU=OFF + + -Wno-dev + -DTORCH_INSTALL_LIB_DIR="${EPREFIX}"/usr/$(get_libdir) + -DLIBSHM_INSTALL_LIB_SUBDIR="${EPREFIX}"/usr/$(get_libdir) + ) + + if use mkl; then + mycmakeargs+=(-DBLAS=MKL) + elif use openblas; then + mycmakeargs+=(-DBLAS=OpenBLAS) + else + mycmakeargs+=(-DBLAS=Generic -DBLAS_LIBRARIES=) + fi + + if use cuda; then + addpredict "/dev/nvidiactl" # bug 867706 + addpredict "/dev/char" + addpredict "/proc/self/task" # bug 926116 + + mycmakeargs+=( + -DUSE_CUDNN=ON + -DTORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5 7.0}" + -DUSE_NCCL=OFF # TODO: NVIDIA Collective Communication Library + -DCMAKE_CUDA_FLAGS="$(cuda_gccdir -f | tr -d \")" + ) + elif use rocm; then + export PYTORCH_ROCM_ARCH="$(get_amdgpu_flags)" + + mycmakeargs+=( + -DUSE_NCCL=ON + -DUSE_SYSTEM_NCCL=ON + ) + + # ROCm libraries produce too much warnings + append-cxxflags -Wno-deprecated-declarations -Wno-unused-result + + if tc-is-clang; then + # fix mangling in LLVM: https://github.com/llvm/llvm-project/issues/85656 + append-cxxflags -fclang-abi-compat=17 + fi + fi + + if use onednn; then + mycmakeargs+=( + -DUSE_MKLDNN=ON + -DMKLDNN_FOUND=ON + -DMKLDNN_LIBRARIES=dnnl + -DMKLDNN_INCLUDE_DIR="${ESYSROOT}/usr/include/oneapi/dnnl" + ) + fi + + cmake_src_configure + + # do not rerun cmake and the build process in src_install + sed '/RERUN/,+1d' -i "${BUILD_DIR}"/build.ninja || die +} + +src_install() { + cmake_src_install + + insinto "/var/lib/${PN}" + doins "${BUILD_DIR}"/CMakeCache.txt + + rm -rf python + mkdir -p python/torch/include || die + mv "${ED}"/usr/lib/python*/site-packages/caffe2 python/ || die + cp torch/version.py python/torch/ || die + python_domodule python/caffe2 + python_domodule python/torch + ln -s ../../../../../include/torch \ + "${D}$(python_get_sitedir)"/torch/include/torch || die # bug 923269 +} |