mirror of
https://github.com/pytorch/pytorch.git
synced 2025-10-20 21:14:14 +08:00
Revert "Build and Install Arm Compute Library in manylinux docker image (#159737)"
This reverts commit 582d278983b28a91ac0cedd035183f2495bb6887. Reverted https://github.com/pytorch/pytorch/pull/159737 on behalf of https://github.com/atalman due to Sorry reverting this broke linux aarch64 CUDA nightlies [pytorch/pytorch/actions/runs/17637486681/job/50146967503](https://github.com/pytorch/pytorch/actions/runs/17637486681/job/50146967503) ([comment](https://github.com/pytorch/pytorch/pull/159737#issuecomment-3281398272))
This commit is contained in:
@ -13,6 +13,49 @@ def list_dir(path: str) -> list[str]:
|
||||
return check_output(["ls", "-1", path]).decode().split("\n")
|
||||
|
||||
|
||||
def build_ArmComputeLibrary() -> None:
|
||||
"""
|
||||
Using ArmComputeLibrary for aarch64 PyTorch
|
||||
"""
|
||||
print("Building Arm Compute Library")
|
||||
acl_build_flags = [
|
||||
"debug=0",
|
||||
"neon=1",
|
||||
"opencl=0",
|
||||
"os=linux",
|
||||
"openmp=1",
|
||||
"cppthreads=0",
|
||||
"arch=armv8a",
|
||||
"multi_isa=1",
|
||||
"fixed_format_kernels=1",
|
||||
"build=native",
|
||||
]
|
||||
acl_install_dir = "/acl"
|
||||
acl_checkout_dir = os.getenv("ACL_SOURCE_DIR", "ComputeLibrary")
|
||||
if os.path.isdir(acl_install_dir):
|
||||
shutil.rmtree(acl_install_dir)
|
||||
if not os.path.isdir(acl_checkout_dir) or not len(os.listdir(acl_checkout_dir)):
|
||||
check_call(
|
||||
[
|
||||
"git",
|
||||
"clone",
|
||||
"https://github.com/ARM-software/ComputeLibrary.git",
|
||||
"-b",
|
||||
"v25.02",
|
||||
"--depth",
|
||||
"1",
|
||||
"--shallow-submodules",
|
||||
]
|
||||
)
|
||||
|
||||
check_call(
|
||||
["scons", "Werror=1", f"-j{os.cpu_count()}"] + acl_build_flags,
|
||||
cwd=acl_checkout_dir,
|
||||
)
|
||||
for d in ["arm_compute", "include", "utils", "support", "src", "build"]:
|
||||
shutil.copytree(f"{acl_checkout_dir}/{d}", f"{acl_install_dir}/{d}")
|
||||
|
||||
|
||||
def replace_tag(filename) -> None:
|
||||
with open(filename) as f:
|
||||
lines = f.readlines()
|
||||
@ -313,13 +356,19 @@ if __name__ == "__main__":
|
||||
build_vars += f"BUILD_TEST=0 PYTORCH_BUILD_VERSION={branch[1 : branch.find('-')]} PYTORCH_BUILD_NUMBER=1 "
|
||||
|
||||
if enable_mkldnn:
|
||||
build_ArmComputeLibrary()
|
||||
print("build pytorch with mkldnn+acl backend")
|
||||
build_vars += "USE_MKLDNN=ON USE_MKLDNN_ACL=ON "
|
||||
build_vars += "ACL_ROOT_DIR=/acl "
|
||||
build_vars += (
|
||||
"USE_MKLDNN=ON USE_MKLDNN_ACL=ON "
|
||||
"ACL_ROOT_DIR=/acl "
|
||||
"LD_LIBRARY_PATH=/pytorch/build/lib:/acl/build:$LD_LIBRARY_PATH "
|
||||
"ACL_INCLUDE_DIR=/acl/build "
|
||||
"ACL_LIBRARY=/acl/build "
|
||||
)
|
||||
if enable_cuda:
|
||||
build_vars += "BLAS=NVPL "
|
||||
else:
|
||||
build_vars += "BLAS=OpenBLAS OpenBLAS_HOME=/opt/OpenBLAS "
|
||||
build_vars += "BLAS=OpenBLAS OpenBLAS_HOME=/OpenBLAS "
|
||||
else:
|
||||
print("build pytorch without mkldnn backend")
|
||||
|
||||
|
@ -299,6 +299,40 @@ def install_condaforge_python(host: RemoteHost, python_version="3.8") -> None:
|
||||
)
|
||||
|
||||
|
||||
def build_OpenBLAS(host: RemoteHost, git_clone_flags: str = "") -> None:
|
||||
print("Building OpenBLAS")
|
||||
host.run_cmd(
|
||||
f"git clone https://github.com/xianyi/OpenBLAS -b v0.3.28 {git_clone_flags}"
|
||||
)
|
||||
make_flags = "NUM_THREADS=64 USE_OPENMP=1 NO_SHARED=1 DYNAMIC_ARCH=1 TARGET=ARMV8"
|
||||
host.run_cmd(
|
||||
f"pushd OpenBLAS && make {make_flags} -j8 && sudo make {make_flags} install && popd && rm -rf OpenBLAS"
|
||||
)
|
||||
|
||||
|
||||
def build_ArmComputeLibrary(host: RemoteHost, git_clone_flags: str = "") -> None:
|
||||
print("Building Arm Compute Library")
|
||||
acl_build_flags = " ".join(
|
||||
[
|
||||
"debug=0",
|
||||
"neon=1",
|
||||
"opencl=0",
|
||||
"os=linux",
|
||||
"openmp=1",
|
||||
"cppthreads=0",
|
||||
"arch=armv8a",
|
||||
"multi_isa=1",
|
||||
"fixed_format_kernels=1",
|
||||
"build=native",
|
||||
]
|
||||
)
|
||||
host.run_cmd(
|
||||
f"git clone https://github.com/ARM-software/ComputeLibrary.git -b v25.02 {git_clone_flags}"
|
||||
)
|
||||
|
||||
host.run_cmd(f"cd ComputeLibrary && scons Werror=1 -j8 {acl_build_flags}")
|
||||
|
||||
|
||||
def embed_libgomp(host: RemoteHost, use_conda, wheel_name) -> None:
|
||||
host.run_cmd("pip3 install auditwheel")
|
||||
host.run_cmd(
|
||||
@ -666,6 +700,7 @@ def start_build(
|
||||
configure_system(
|
||||
host, compiler=compiler, use_conda=use_conda, python_version=python_version
|
||||
)
|
||||
build_OpenBLAS(host, git_clone_flags)
|
||||
|
||||
if host.using_docker():
|
||||
print("Move libgfortant.a into a standard location")
|
||||
@ -688,8 +723,6 @@ def start_build(
|
||||
f"git clone --recurse-submodules -b {branch} https://github.com/pytorch/pytorch {git_clone_flags}"
|
||||
)
|
||||
|
||||
host.run_cmd("pytorch/.ci/docker/common/install_openblas.sh")
|
||||
|
||||
print("Building PyTorch wheel")
|
||||
build_opts = ""
|
||||
if pytorch_build_number is not None:
|
||||
@ -710,18 +743,15 @@ def start_build(
|
||||
if host.using_docker():
|
||||
build_vars += " CMAKE_SHARED_LINKER_FLAGS=-Wl,-z,max-page-size=0x10000"
|
||||
if enable_mkldnn:
|
||||
host.run_cmd("pytorch/.ci/docker/common/install_acl.sh")
|
||||
build_ArmComputeLibrary(host, git_clone_flags)
|
||||
print("build pytorch with mkldnn+acl backend")
|
||||
build_vars += " USE_MKLDNN=ON USE_MKLDNN_ACL=ON"
|
||||
build_vars += " BLAS=OpenBLAS"
|
||||
build_vars += " OpenBLAS_HOME=/opt/OpenBLAS"
|
||||
build_vars += " ACL_ROOT_DIR=/acl"
|
||||
host.run_cmd(
|
||||
f"cd $HOME/pytorch && {build_vars} python3 setup.py bdist_wheel{build_opts}"
|
||||
f"cd $HOME/pytorch && export ACL_ROOT_DIR=$HOME/ComputeLibrary && {build_vars} python3 setup.py bdist_wheel{build_opts}"
|
||||
)
|
||||
print("Repair the wheel")
|
||||
pytorch_wheel_name = host.list_dir("pytorch/dist")[0]
|
||||
ld_library_path = "/acl/build:$HOME/pytorch/build/lib"
|
||||
ld_library_path = "$HOME/acl/build:$HOME/pytorch/build/lib"
|
||||
host.run_cmd(
|
||||
f"export LD_LIBRARY_PATH={ld_library_path} && auditwheel repair $HOME/pytorch/dist/{pytorch_wheel_name}"
|
||||
)
|
||||
@ -877,7 +907,7 @@ def terminate_instances(instance_type: str) -> None:
|
||||
def parse_arguments():
|
||||
from argparse import ArgumentParser
|
||||
|
||||
parser = ArgumentParser("Build and test AARCH64 wheels using EC2")
|
||||
parser = ArgumentParser("Builid and test AARCH64 wheels using EC2")
|
||||
parser.add_argument("--key-name", type=str)
|
||||
parser.add_argument("--debug", action="store_true")
|
||||
parser.add_argument("--build-only", action="store_true")
|
||||
|
27
.ci/docker/common/install_acl.sh
Executable file → Normal file
27
.ci/docker/common/install_acl.sh
Executable file → Normal file
@ -1,27 +1,16 @@
|
||||
#!/bin/bash
|
||||
# Script used only in CD pipeline
|
||||
set -euo pipefail
|
||||
|
||||
set -eux
|
||||
|
||||
ACL_VERSION=${ACL_VERSION:-"v25.02"}
|
||||
ACL_INSTALL_DIR="/acl"
|
||||
readonly version=v25.02
|
||||
readonly src_host=https://github.com/ARM-software
|
||||
readonly src_repo=ComputeLibrary
|
||||
|
||||
# Clone ACL
|
||||
git clone https://github.com/ARM-software/ComputeLibrary.git -b "${ACL_VERSION}" --depth 1 --shallow-submodules
|
||||
[[ ! -d ${src_repo} ]] && git clone ${src_host}/${src_repo}.git
|
||||
cd ${src_repo}
|
||||
|
||||
git checkout $version
|
||||
|
||||
ACL_CHECKOUT_DIR="ComputeLibrary"
|
||||
# Build with scons
|
||||
pushd $ACL_CHECKOUT_DIR
|
||||
scons -j8 Werror=0 debug=0 neon=1 opencl=0 embed_kernels=0 \
|
||||
os=linux arch=armv8a build=native multi_isa=1 \
|
||||
fixed_format_kernels=1 openmp=1 cppthreads=0
|
||||
popd
|
||||
|
||||
# Install ACL
|
||||
sudo mkdir -p ${ACL_INSTALL_DIR}
|
||||
for d in arm_compute include utils support src build
|
||||
do
|
||||
sudo cp -r ${ACL_CHECKOUT_DIR}/${d} ${ACL_INSTALL_DIR}/${d}
|
||||
done
|
||||
|
||||
rm -rf $ACL_CHECKOUT_DIR
|
12
.ci/docker/common/install_openblas.sh
Executable file → Normal file
12
.ci/docker/common/install_openblas.sh
Executable file → Normal file
@ -3,10 +3,8 @@
|
||||
|
||||
set -ex
|
||||
|
||||
OPENBLAS_VERSION=${OPENBLAS_VERSION:-"v0.3.30"}
|
||||
|
||||
# Clone OpenBLAS
|
||||
git clone https://github.com/OpenMathLib/OpenBLAS.git -b "${OPENBLAS_VERSION}" --depth 1 --shallow-submodules
|
||||
cd /
|
||||
git clone https://github.com/OpenMathLib/OpenBLAS.git -b "${OPENBLAS_VERSION:-v0.3.30}" --depth 1 --shallow-submodules
|
||||
|
||||
OPENBLAS_CHECKOUT_DIR="OpenBLAS"
|
||||
OPENBLAS_BUILD_FLAGS="
|
||||
@ -19,7 +17,5 @@ CFLAGS=-O3
|
||||
BUILD_BFLOAT16=1
|
||||
"
|
||||
|
||||
make -j8 ${OPENBLAS_BUILD_FLAGS} -C $OPENBLAS_CHECKOUT_DIR
|
||||
sudo make install -C $OPENBLAS_CHECKOUT_DIR
|
||||
|
||||
rm -rf $OPENBLAS_CHECKOUT_DIR
|
||||
make -j8 ${OPENBLAS_BUILD_FLAGS} -C ${OPENBLAS_CHECKOUT_DIR}
|
||||
make -j8 ${OPENBLAS_BUILD_FLAGS} install -C ${OPENBLAS_CHECKOUT_DIR}
|
||||
|
@ -62,13 +62,6 @@ ARG OPENBLAS_VERSION
|
||||
ADD ./common/install_openblas.sh install_openblas.sh
|
||||
RUN bash ./install_openblas.sh && rm install_openblas.sh
|
||||
|
||||
# Install Arm Compute Library
|
||||
FROM base as arm_compute
|
||||
# use python3.9 to install scons
|
||||
RUN python3.9 -m pip install scons==4.7.0
|
||||
RUN ln -sf /opt/python/cp39-cp39/bin/scons /usr/local/bin
|
||||
COPY ./common/install_acl.sh install_acl.sh
|
||||
RUN bash ./install_acl.sh && rm install_acl.sh
|
||||
FROM base as final
|
||||
|
||||
# remove unnecessary python versions
|
||||
@ -77,5 +70,4 @@ RUN rm -rf /opt/python/cp26-cp26mu /opt/_internal/cpython-2.6.9-ucs4
|
||||
RUN rm -rf /opt/python/cp33-cp33m /opt/_internal/cpython-3.3.6
|
||||
RUN rm -rf /opt/python/cp34-cp34m /opt/_internal/cpython-3.4.6
|
||||
COPY --from=openblas /opt/OpenBLAS/ /opt/OpenBLAS/
|
||||
COPY --from=arm_compute /acl /acl
|
||||
ENV LD_LIBRARY_PATH=/opt/OpenBLAS/lib:/acl/build/:$LD_LIBRARY_PATH
|
||||
ENV LD_LIBRARY_PATH=/opt/OpenBLAS/lib:$LD_LIBRARY_PATH
|
||||
|
@ -28,7 +28,6 @@ fi
|
||||
MANY_LINUX_VERSION=${MANY_LINUX_VERSION:-}
|
||||
DOCKERFILE_SUFFIX=${DOCKERFILE_SUFFIX:-}
|
||||
OPENBLAS_VERSION=${OPENBLAS_VERSION:-}
|
||||
ACL_VERSION=${ACL_VERSION:-}
|
||||
|
||||
case ${image} in
|
||||
manylinux2_28-builder:cpu)
|
||||
@ -42,6 +41,7 @@ case ${image} in
|
||||
GPU_IMAGE=arm64v8/almalinux:8
|
||||
DOCKER_GPU_BUILD_ARG=" --build-arg DEVTOOLSET_VERSION=13 --build-arg NINJA_VERSION=1.12.1"
|
||||
MANY_LINUX_VERSION="2_28_aarch64"
|
||||
OPENBLAS_VERSION="v0.3.30"
|
||||
;;
|
||||
manylinuxcxx11-abi-builder:cpu-cxx11-abi)
|
||||
TARGET=final
|
||||
@ -121,8 +121,7 @@ tmp_tag=$(basename "$(mktemp -u)" | tr '[:upper:]' '[:lower:]')
|
||||
DOCKER_BUILDKIT=1 docker build \
|
||||
${DOCKER_GPU_BUILD_ARG} \
|
||||
--build-arg "GPU_IMAGE=${GPU_IMAGE}" \
|
||||
--build-arg "OPENBLAS_VERSION=${OPENBLAS_VERSION:-}" \
|
||||
--build-arg "ACL_VERSION=${ACL_VERSION:-}" \
|
||||
--build-arg "OPENBLAS_VERSION=${OPENBLAS_VERSION}" \
|
||||
--target "${TARGET}" \
|
||||
-t "${tmp_tag}" \
|
||||
$@ \
|
||||
|
@ -89,7 +89,7 @@ fi
|
||||
if [[ "$BUILD_ENVIRONMENT" == *aarch64* ]]; then
|
||||
export USE_MKLDNN=1
|
||||
export USE_MKLDNN_ACL=1
|
||||
export ACL_ROOT_DIR=/acl
|
||||
export ACL_ROOT_DIR=/ComputeLibrary
|
||||
fi
|
||||
|
||||
if [[ "$BUILD_ENVIRONMENT" == *riscv64* ]]; then
|
||||
|
Reference in New Issue
Block a user