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[aarch64] ACL, OpenBLAS and mkldnn updates for PyTorch 2.2 #1627

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merged 3 commits into from
Dec 2, 2023
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[aarch64] ACL, OpenBLAS and mkldnn updates for PyTorch 2.2 #1627

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8f3eb7f
build ACL fixed format kernels
snadampal Nov 28, 2023
18725f9
[aarch64] update openBLAS to 0.3.25 and numpy to 1.26.2
snadampal Dec 1, 2023
b9d33ec
remove the mkldnn build flag patching
snadampal Nov 28, 2023
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4 changes: 2 additions & 2 deletions aarch64_linux/aarch64_ci_setup.sh
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Expand Up @@ -28,9 +28,9 @@ conda activate "${CONDA_ENV_NAME}"
if [[ "$DESIRED_PYTHON" == "3.8" ]]; then
NUMPY_VERSION="1.24.4"
else
NUMPY_VERSION="1.26.0"
NUMPY_VERSION="1.26.2"
fi
conda install -y -c conda-forge numpy==${NUMPY_VERSION} pyyaml==6.0.1 patchelf==0.17.2 pygit2==1.13.2 openblas==0.3.24 ninja==1.11.1 scons==4.5.2
conda install -y -c conda-forge numpy==${NUMPY_VERSION} pyyaml==6.0.1 patchelf==0.17.2 pygit2==1.13.2 openblas==0.3.25 ninja==1.11.1 scons==4.5.2

python --version
conda --version
6 changes: 2 additions & 4 deletions aarch64_linux/aarch64_wheel_ci_build.py
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Expand Up @@ -20,9 +20,9 @@ def build_ArmComputeLibrary(git_clone_flags: str = "") -> None:
'''
print('Building Arm Compute Library')
os.system("cd / && mkdir /acl")
os.system(f"git clone https://github.com/ARM-software/ComputeLibrary.git -b v23.05.1 {git_clone_flags}")
os.system(f"git clone https://github.com/ARM-software/ComputeLibrary.git -b v23.08 {git_clone_flags}")
os.system("cd ComputeLibrary; export acl_install_dir=/acl; "
"scons Werror=1 -j8 debug=0 neon=1 opencl=0 os=linux openmp=1 cppthreads=0 arch=armv8a multi_isa=1 build=native build_dir=$acl_install_dir/build; "
"scons Werror=1 -j8 debug=0 neon=1 opencl=0 os=linux openmp=1 cppthreads=0 arch=armv8a multi_isa=1 fixed_format_kernels=1 build=native build_dir=$acl_install_dir/build; "
"cp -r arm_compute $acl_install_dir; "
"cp -r include $acl_install_dir; "
"cp -r utils $acl_install_dir; "
Expand Down Expand Up @@ -106,8 +106,6 @@ def parse_arguments():
print("build pytorch without mkldnn backend")

# work around to fix Raspberry pie crash
print("Applying mkl-dnn patch to fix Raspberry pie crash")
os.system("cd /pytorch/third_party/ideep/mkl-dnn && patch -p1 < /builder/mkldnn_fix/aarch64-fix-default-build-flags-to-armv8-a.patch")
print("Applying mkl-dnn patch to fix readdir crash")
os.system("cd /pytorch/third_party/ideep/mkl-dnn && patch -p1 < /builder/mkldnn_fix/aarch64-fix-readdir-crash.patch")
os.system(f"cd /pytorch; {build_vars} python3 setup.py bdist_wheel")
Expand Down
7 changes: 3 additions & 4 deletions aarch64_linux/build_aarch64_wheel.py
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Expand Up @@ -219,15 +219,15 @@ 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 v0.3.20 {git_clone_flags}")
host.run_cmd(f"git clone https://github.com/xianyi/OpenBLAS -b v0.3.25 {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="debug=0 neon=1 opencl=0 os=linux openmp=1 cppthreads=0 arch=armv8a multi_isa=1 build=native"
host.run_cmd(f"git clone https://github.com/ARM-software/ComputeLibrary.git -b v23.05.1 {git_clone_flags}")
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"
host.run_cmd(f"git clone https://github.com/ARM-software/ComputeLibrary.git -b v23.08 {git_clone_flags}")
host.run_cmd(f"cd ComputeLibrary && scons Werror=1 -j8 {acl_build_flags}")


Expand Down Expand Up @@ -555,7 +555,6 @@ def start_build(host: RemoteHost, *,
print("build pytorch with mkldnn+acl backend")
build_vars += " USE_MKLDNN=ON USE_MKLDNN_ACL=ON"
host.run_cmd(f"cd $HOME && git clone https://github.com/pytorch/builder.git")
host.run_cmd(f"cd $HOME/pytorch/third_party/ideep/mkl-dnn && patch -p1 < $HOME/builder/mkldnn_fix/aarch64-fix-default-build-flags-to-armv8-a.patch")
host.run_cmd(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]
Expand Down
29 changes: 0 additions & 29 deletions mkldnn_fix/aarch64-fix-default-build-flags-to-armv8-a.patch
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