diff options
Diffstat (limited to 'sci-libs/tensorflow/tensorflow-2.9.0.ebuild')
| -rw-r--r-- | sci-libs/tensorflow/tensorflow-2.9.0.ebuild | 418 |
1 files changed, 418 insertions, 0 deletions
diff --git a/sci-libs/tensorflow/tensorflow-2.9.0.ebuild b/sci-libs/tensorflow/tensorflow-2.9.0.ebuild new file mode 100644 index 000000000000..84e1f2e81e42 --- /dev/null +++ b/sci-libs/tensorflow/tensorflow-2.9.0.ebuild @@ -0,0 +1,418 @@ +# Copyright 1999-2022 Gentoo Authors +# Distributed under the terms of the GNU General Public License v2 + +EAPI=8 + +DISTUTILS_OPTIONAL=1 +PYTHON_COMPAT=( python3_{8,9,10} ) +MY_PV=${PV/_rc/-rc} +MY_P=${PN}-${MY_PV} + +inherit bazel check-reqs cuda distutils-r1 flag-o-matic prefix toolchain-funcs + +DESCRIPTION="Computation framework using data flow graphs for scalable machine learning" +HOMEPAGE="https://www.tensorflow.org/" + +RESTRICT="test" # Tests need GPU access +LICENSE="Apache-2.0" +SLOT="0" +KEYWORDS="~amd64" +IUSE="cuda mpi +python xla" +CPU_USE_FLAGS_X86="sse sse2 sse3 sse4_1 sse4_2 avx avx2 fma3 fma4" +for i in $CPU_USE_FLAGS_X86; do + IUSE+=" cpu_flags_x86_${i}" +done + +# distfiles that bazel uses for the workspace, will be copied to basel-distdir +# pkgcheck complains but do NOT change the .zip to .tar.gz, bazel requires the exact tarball (basename and sha256). +# the build will fail if different archives are used. +bazel_external_uris=" + https://github.com/bazelbuild/platforms/releases/download/0.0.2/platforms-0.0.2.tar.gz -> bazelbuild-platforms-0.0.2.tar.gz + https://github.com/bazelbuild/apple_support/releases/download/0.12.1/apple_support.0.12.1.tar.gz + https://github.com/bazelbuild/bazel-skylib/releases/download/1.0.3/bazel-skylib-1.0.3.tar.gz + https://github.com/bazelbuild/bazel-toolchains/archive/dfc67056200b674accd08d8f9a21e328098c07e2.tar.gz -> bazel-toolchains-dfc67056200b674accd08d8f9a21e328098c07e2.tar.gz + https://github.com/bazelbuild/rules_android/archive/v0.1.1.zip -> bazelbuild-rules_android-v0.1.1.zip + https://github.com/bazelbuild/rules_apple/releases/download/0.33.0/rules_apple.0.33.0.tar.gz + https://github.com/bazelbuild/rules_cc/archive/081771d4a0e9d7d3aa0eed2ef389fa4700dfb23e.tar.gz -> bazelbuild-rules_cc-081771d4a0e9d7d3aa0eed2ef389fa4700dfb23e.tar.gz + https://github.com/bazelbuild/rules_closure/archive/308b05b2419edb5c8ee0471b67a40403df940149.tar.gz -> bazelbuild-rules_closure-308b05b2419edb5c8ee0471b67a40403df940149.tar.gz + https://github.com/bazelbuild/rules_docker/releases/download/v0.10.0/rules_docker-v0.10.0.tar.gz -> bazelbuild-rules_docker-v0.10.0.tar.gz + https://github.com/bazelbuild/rules_java/archive/7cf3cefd652008d0a64a419c34c13bdca6c8f178.zip -> bazelbuild-rules_java-7cf3cefd652008d0a64a419c34c13bdca6c8f178.zip + https://github.com/bazelbuild/rules_pkg/releases/download/0.2.5/rules_pkg-0.2.5.tar.gz -> bazelbuild-rules_pkg-0.2.5.tar.gz + https://github.com/bazelbuild/rules_proto/archive/11bf7c25e666dd7ddacbcd4d4c4a9de7a25175f8.tar.gz -> bazelbuild-rules_proto-11bf7c25e666dd7ddacbcd4d4c4a9de7a25175f8.tar.gz + https://github.com/bazelbuild/rules_python/releases/download/0.0.1/rules_python-0.0.1.tar.gz -> bazelbuild-rules_python-0.0.1.tar.gz + https://github.com/bazelbuild/rules_swift/releases/download/0.25.0/rules_swift.0.25.0.tar.gz -> bazelbuild-rules_swift.0.25.0.tar.gz + https://github.com/dmlc/dlpack/archive/790d7a083520398268d92d0bd61cf85dfa32ee98.tar.gz -> dlpack-790d7a083520398268d92d0bd61cf85dfa32ee98.tar.gz + https://github.com/google/farmhash/archive/0d859a811870d10f53a594927d0d0b97573ad06d.tar.gz -> farmhash-0d859a811870d10f53a594927d0d0b97573ad06d.tar.gz + https://github.com/google/gemmlowp/archive/e844ffd17118c1e17d94e1ba4354c075a4577b88.zip -> gemmlowp-e844ffd17118c1e17d94e1ba4354c075a4577b88.zip + https://github.com/google/highwayhash/archive/fd3d9af80465e4383162e4a7c5e2f406e82dd968.tar.gz -> highwayhash-fd3d9af80465e4383162e4a7c5e2f406e82dd968.tar.gz + https://github.com/google/re2/archive/506cfa4bffd060c06ec338ce50ea3468daa6c814.tar.gz -> re2-506cfa4bffd060c06ec338ce50ea3468daa6c814.tar.gz + https://github.com/google/ruy/archive/e6c1b8dc8a8b00ee74e7268aac8b18d7260ab1ce.zip -> ruy-e6c1b8dc8a8b00ee74e7268aac8b18d7260ab1ce.zip + https://github.com/joe-kuo/sobol_data/archive/835a7d7b1ee3bc83e575e302a985c66ec4b65249.tar.gz -> sobol_data-835a7d7b1ee3bc83e575e302a985c66ec4b65249.tar.gz + https://github.com/llvm/llvm-project/archive/2760cdc9c6e42b92d311c697c54f7d79f8d668e4.tar.gz -> llvm-project-2760cdc9c6e42b92d311c697c54f7d79f8d668e4.tar.gz + https://github.com/llvm/llvm-project/releases/download/llvmorg-10.0.1/openmp-10.0.1.src.tar.xz -> llvmorg-10.0.1-openmp-10.0.1.src.tar.xz + https://github.com/mborgerding/kissfft/archive/36dbc057604f00aacfc0288ddad57e3b21cfc1b8.tar.gz -> kissfft-36dbc057604f00aacfc0288ddad57e3b21cfc1b8.tar.gz + https://github.com/oneapi-src/oneDNN/archive/refs/tags/v2.6.tar.gz -> oneDNN-v2.6.tar.gz + https://github.com/petewarden/OouraFFT/archive/v1.0.tar.gz -> OouraFFT-v1.0.tar.gz + https://github.com/pytorch/cpuinfo/archive/5916273f79a21551890fd3d56fc5375a78d1598d.zip -> pytorch-cpuinfo-5916273f79a21551890fd3d56fc5375a78d1598d.zip + https://github.com/pytorch/cpuinfo/archive/d5e37adf1406cf899d7d9ec1d317c47506ccb970.tar.gz -> pytorch-cpuinfo-d5e37adf1406cf899d7d9ec1d317c47506ccb970.tar.gz + https://github.com/tensorflow/runtime/archive/093ed77f7d50f75b376f40a71ea86e08cedb8b80.tar.gz -> tensorflow-runtime-093ed77f7d50f75b376f40a71ea86e08cedb8b80.tar.gz + https://gitlab.com/libeigen/eigen/-/archive/008ff3483a8c5604639e1c4d204eae30ad737af6/eigen-008ff3483a8c5604639e1c4d204eae30ad737af6.tar.gz + https://github.com/google/XNNPACK/archive/11b2812d64e49bab9b6c489f79067fc94e69db9f.zip -> XNNPACK-11b2812d64e49bab9b6c489f79067fc94e69db9f.zip + https://github.com/Maratyszcza/pthreadpool/archive/b8374f80e42010941bda6c85b0e3f1a1bd77a1e0.zip -> pthreadpool-b8374f80e42010941bda6c85b0e3f1a1bd77a1e0.zip + https://github.com/Maratyszcza/FP16/archive/4dfe081cf6bcd15db339cf2680b9281b8451eeb3.zip -> FP16-4dfe081cf6bcd15db339cf2680b9281b8451eeb3.zip + https://github.com/Maratyszcza/FXdiv/archive/63058eff77e11aa15bf531df5dd34395ec3017c8.zip -> FXdiv-63058eff77e11aa15bf531df5dd34395ec3017c8.zip + cuda? ( + https://github.com/NVIDIA/cudnn-frontend/archive/73210a930333eaf66b42b01693bce7b70719c354.zip -> cudnn-frontend-73210a930333eaf66b42b01693bce7b70719c354.zip + https://github.com/NVlabs/cub/archive/1.9.9.zip -> cub-1.9.9.zip + https://github.com/nvidia/nccl/archive/v2.8.3-1.tar.gz -> nvidia-nccl-v2.8.3-1.tar.gz + ) + python? ( + https://github.com/intel/ARM_NEON_2_x86_SSE/archive/1200fe90bb174a6224a525ee60148671a786a71f.tar.gz -> ARM_NEON_2_x86_SSE-1200fe90bb174a6224a525ee60148671a786a71f.tar.gz + https://storage.googleapis.com/mirror.tensorflow.org/docs.python.org/2.7/_sources/license.rst.txt -> tensorflow-1.15.0-python-license.rst.txt + )" + +SRC_URI="https://github.com/${PN}/${PN}/archive/v${MY_PV}.tar.gz -> ${P}.tar.gz + https://dev.gentoo.org/~perfinion/patches/tensorflow-patches-${PVR}.tar.bz2 + ${bazel_external_uris}" + +# abseil-cpp-20211102.0-r0 does not work with NVCC +RDEPEND=" + app-arch/snappy + >=dev-cpp/abseil-cpp-20211102-r2:= + dev-db/lmdb + dev-db/sqlite + dev-libs/double-conversion + dev-libs/icu:= + >=dev-libs/jsoncpp-1.9.2:= + dev-libs/nsync + dev-libs/openssl:0= + >=dev-libs/protobuf-3.13.0:= + >=dev-libs/re2-0.2019.06.01:= + media-libs/giflib + media-libs/libjpeg-turbo + media-libs/libpng:0 + >=net-libs/grpc-1.28:= + net-misc/curl + sys-libs/zlib + >=sys-apps/hwloc-2:= + cuda? ( + <dev-util/nvidia-cuda-toolkit-11.7_pre:=[profiler] + =dev-libs/cudnn-8* + ) + mpi? ( virtual/mpi ) + python? ( + ${PYTHON_DEPS} + <dev-libs/flatbuffers-2.0.6:= + dev-python/absl-py[${PYTHON_USEDEP}] + >=dev-python/astor-0.7.1[${PYTHON_USEDEP}] + dev-python/astunparse[${PYTHON_USEDEP}] + dev-python/clang-python[${PYTHON_USEDEP}] + dev-python/dill[${PYTHON_USEDEP}] + dev-python/flatbuffers[${PYTHON_USEDEP}] + >=dev-python/gast-0.3.3[${PYTHON_USEDEP}] + dev-python/h5py[${PYTHON_USEDEP}] + >=dev-python/numpy-1.19[${PYTHON_USEDEP}] + >=dev-python/google-pasta-0.1.8[${PYTHON_USEDEP}] + >=dev-python/opt-einsum-3.3.0[${PYTHON_USEDEP}] + >=dev-python/protobuf-python-3.13.0[${PYTHON_USEDEP}] + dev-python/pybind11[${PYTHON_USEDEP}] + dev-python/six[${PYTHON_USEDEP}] + dev-python/tblib[${PYTHON_USEDEP}] + dev-python/termcolor[${PYTHON_USEDEP}] + dev-python/typing-extensions[${PYTHON_USEDEP}] + >=dev-python/grpcio-1.28[${PYTHON_USEDEP}] + >=dev-python/wrapt-1.11.1[${PYTHON_USEDEP}] + >=net-libs/google-cloud-cpp-0.10.0 + >=sci-visualization/tensorboard-2.9.0[${PYTHON_USEDEP}] + )" +DEPEND="${RDEPEND} + python? ( + dev-python/mock + dev-python/setuptools + )" +PDEPEND="python? ( + >=sci-libs/keras-2.9.0[${PYTHON_USEDEP}] + >=sci-libs/tensorflow-estimator-2.9.0[${PYTHON_USEDEP}] + )" +BDEPEND=" + app-arch/unzip + >=dev-libs/protobuf-3.8.0 + dev-java/java-config + >=dev-util/bazel-4.2.1 + cuda? ( + >=dev-util/nvidia-cuda-toolkit-9.1[profiler] + ) + !python? ( dev-lang/python ) + python? ( + dev-python/cython + dev-python/mock + >=dev-python/grpcio-tools-1.28 + )" +REQUIRED_USE="python? ( ${PYTHON_REQUIRED_USE} )" + +S="${WORKDIR}/${MY_P}" + +DOCS=( AUTHORS CONTRIBUTING.md ISSUE_TEMPLATE.md README.md RELEASE.md ) +CHECKREQS_MEMORY="5G" +CHECKREQS_DISK_BUILD="10G" + +get-cpu-flags() { + local i f=() + # Keep this list in sync with tensorflow/core/platform/cpu_feature_guard.cc. + for i in sse sse2 sse3 sse4_1 sse4_2 avx avx2 fma4; do + use cpu_flags_x86_${i} && f+=( -m${i/_/.} ) + done + use cpu_flags_x86_fma3 && f+=( -mfma ) + echo "${f[*]}" +} + +pkg_setup() { + local num_pythons_enabled + num_pythons_enabled=0 + count_impls() { + num_pythons_enabled=$((${num_pythons_enabled} + 1)) + } + use python && python_foreach_impl count_impls + + # 10G to build C/C++ libs, 6G per python impl + CHECKREQS_DISK_BUILD="$((10 + 6 * ${num_pythons_enabled}))G" + check-reqs_pkg_setup +} + +src_unpack() { + # Only unpack the main distfile + unpack "${P}.tar.gz" + unpack tensorflow-patches-${PVR}.tar.bz2 + bazel_load_distfiles "${bazel_external_uris}" +} + +src_prepare() { + export JAVA_HOME=$(java-config --jre-home) # so keepwork works + + append-flags $(get-cpu-flags) + append-cxxflags -std=c++17 + export BUILD_CXXFLAGS+=" -std=c++17" + filter-flags '-fvtable-verify=@(std|preinit)' + bazel_setup_bazelrc + + eapply "${WORKDIR}"/patches/*.patch + + # Relax version checks in setup.py + sed -i "/^ '/s/==/>=/g" tensorflow/tools/pip_package/setup.py || die + sed -i "/config_googleapis/d" tensorflow/workspace0.bzl || die + + # Prefixify hard-coded command locations + hprefixify -w /host_compiler_prefix/ third_party/gpus/cuda_configure.bzl + + default + use python && python_copy_sources + + use cuda && cuda_add_sandbox +} + +src_configure() { + export JAVA_HOME=$(java-config --jre-home) # so keepwork works + export KERAS_HOME="${T}/.keras" # otherwise sandbox violation writing ~/.keras + + do_configure() { + export CC_OPT_FLAGS=" " + export TF_ENABLE_XLA=$(usex xla 1 0) + export TF_NEED_OPENCL_SYCL=0 + export TF_NEED_OPENCL=0 + export TF_NEED_COMPUTECPP=0 + export TF_NEED_ROCM=0 + export TF_NEED_MPI=$(usex mpi 1 0) + export TF_SET_ANDROID_WORKSPACE=0 + + if use python; then + export PYTHON_BIN_PATH="${PYTHON}" + export PYTHON_LIB_PATH="$(python_get_sitedir)" + else + export PYTHON_BIN_PATH="$(which python)" + export PYTHON_LIB_PATH="$(python -c 'from distutils.sysconfig import *; print(get_python_lib())')" + fi + + export TF_NEED_CUDA=$(usex cuda 1 0) + export TF_DOWNLOAD_CLANG=0 + export TF_CUDA_CLANG=0 + export TF_NEED_TENSORRT=0 + if use cuda; then + export TF_CUDA_PATHS="${EPREFIX}/opt/cuda" + export GCC_HOST_COMPILER_PATH="$(cuda_gccdir)/$(tc-getCC)" + export TF_CUDA_VERSION="$(cuda_toolkit_version)" + export TF_CUDNN_VERSION="$(cuda_cudnn_version)" + einfo "Setting CUDA version: $TF_CUDA_VERSION" + einfo "Setting CUDNN version: $TF_CUDNN_VERSION" + + if [[ $(cuda-config -s) != *$(gcc-version)* ]]; then + ewarn "TensorFlow is being built with Nvidia CUDA support. Your default compiler" + ewarn "version is not supported by the currently installed CUDA. TensorFlow will" + ewarn "instead be compiled using: ${GCC_HOST_COMPILER_PATH}." + ewarn "If the build fails with linker errors try rebuilding the relevant" + ewarn "dependencies using the same compiler version." + fi + + if [[ -z "$TF_CUDA_COMPUTE_CAPABILITIES" ]]; then + ewarn "WARNING: TensorFlow 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 TensorFlow with the CUDA compute capability that is optimal for your GPU," + ewarn "set TF_CUDA_COMPUTE_CAPABILITIES in your make.conf, and re-emerge tensorflow." + ewarn "For example, to use CUDA capability 7.5 & 3.5, add: TF_CUDA_COMPUTE_CAPABILITIES=7.5,3.5" + 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 + fi + + # com_googlesource_code_re2 weird branch using absl, doesnt work with released re2 + #com_github_googleapis_googleapis + local SYSLIBS=( + absl_py + astor_archive + astunparse_archive + boringssl + com_github_googlecloudplatform_google_cloud_cpp + com_github_grpc_grpc + com_google_absl + com_google_protobuf + curl + cython + dill_archive + double_conversion + flatbuffers + functools32_archive + gast_archive + gif + hwloc + icu + jsoncpp_git + libjpeg_turbo + lmdb + nasm + nsync + opt_einsum_archive + org_sqlite + pasta + png + pybind11 + six_archive + snappy + tblib_archive + termcolor_archive + typing_extensions_archive + wrapt + zlib + ) + + export TF_SYSTEM_LIBS="${SYSLIBS[@]}" + export TF_IGNORE_MAX_BAZEL_VERSION=1 + + # This is not autoconf + ./configure || die + + echo 'build --config=noaws --config=nohdfs' >> .bazelrc || die + echo 'build --define tensorflow_mkldnn_contraction_kernel=0' >> .bazelrc || die + echo "build --action_env=KERAS_HOME=\"${T}/.keras\"" >> .bazelrc || die + echo "build --host_action_env=KERAS_HOME=\"${T}/.keras\"" >> .bazelrc || die + + for cflag in $($(tc-getPKG_CONFIG) jsoncpp --cflags) + do + echo "build --copt=\"${cflag}\"" >> .bazelrc || die + echo "build --host_copt=\"${cflag}\"" >> .bazelrc || die + done + } + if use python; then + python_foreach_impl run_in_build_dir do_configure + else + do_configure + fi +} + +src_compile() { + export JAVA_HOME=$(java-config --jre-home) # so keepwork works + export KERAS_HOME="${T}/.keras" # otherwise sandbox violation writing ~/.keras + + if use python; then + python_setup + BUILD_DIR="${S}-${EPYTHON/./_}" + cd "${BUILD_DIR}" || die + fi + + # fail early if any deps are missing + ebazel build -k --nobuild \ + //tensorflow:libtensorflow_framework.so \ + //tensorflow:libtensorflow.so \ + //tensorflow:libtensorflow_cc.so \ + $(usex python '//tensorflow/tools/pip_package:build_pip_package' '') + + ebazel build \ + //tensorflow:libtensorflow_framework.so \ + //tensorflow:libtensorflow.so + ebazel build //tensorflow:libtensorflow_cc.so + ebazel build //tensorflow:install_headers + ebazel shutdown + + do_compile() { + ebazel build //tensorflow/tools/pip_package:build_pip_package + ebazel shutdown + } + BUILD_DIR="${S}" + cd "${BUILD_DIR}" || die + use python && python_foreach_impl run_in_build_dir do_compile +} + +src_install() { + local i l + export JAVA_HOME=$(java-config --jre-home) # so keepwork works + export KERAS_HOME="${T}/.keras" # otherwise sandbox violation writing ~/.keras + + do_install() { + einfo "Installing ${EPYTHON} files" + local srcdir="${T}/src-${MULTIBUILD_VARIANT}" + mkdir -p "${srcdir}" || die + bazel-bin/tensorflow/tools/pip_package/build_pip_package --src "${srcdir}" || die + cd "${srcdir}" || die + esetup.py install + + # libtensorflow_framework.so is in /usr/lib already + rm -f "${D}/$(python_get_sitedir)"/${PN}/lib${PN}_framework.so* || die + rm -f "${D}/$(python_get_sitedir)"/${PN}_core/lib${PN}_framework.so* || die + python_optimize + } + + if use python; then + python_foreach_impl run_in_build_dir do_install + + # Symlink to python-exec scripts + for i in "${ED}"/usr/lib/python-exec/*/*; do + n="${i##*/}" + [[ -e "${ED}/usr/bin/${n}" ]] || dosym ../lib/python-exec/python-exec2 "/usr/bin/${n}" + done + + python_setup + local BUILD_DIR="${S}-${EPYTHON/./_}" + cd "${BUILD_DIR}" || die + fi + + einfo "Installing headers" + insinto /usr/include/${PN}/ + doins -r bazel-bin/tensorflow/include/* + + einfo "Installing libs" + # Generate pkg-config file + ${PN}/c/generate-pc.sh --prefix="${EPREFIX}"/usr --libdir=$(get_libdir) --version=${MY_PV} || die + insinto /usr/$(get_libdir)/pkgconfig + doins ${PN}.pc ${PN}_cc.pc + + for l in libtensorflow{,_framework,_cc}.so; do + dolib.so bazel-bin/tensorflow/${l} + dolib.so bazel-bin/tensorflow/${l}.$(ver_cut 1) + dolib.so bazel-bin/tensorflow/${l}.$(ver_cut 1-3) + done + + einstalldocs + + # Workaround for https://bugs.gentoo.org/831927 + export MAKEOPTS="-j1" +} |