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install_rocm.sh
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#!/bin/bash
set -ex
# for pip_install function
source "$(dirname "${BASH_SOURCE[0]}")/common_utils.sh"
ROCM_COMPOSABLE_KERNEL_VERSION="$(cat $(dirname $0)/../ci_commit_pins/rocm-composable-kernel.txt)"
ver() {
printf "%3d%03d%03d%03d" $(echo "$1" | tr '.' ' ');
}
install_ubuntu() {
apt-get update
# gpg-agent is not available by default
apt-get install -y --no-install-recommends gpg-agent
if [[ $(ver $UBUNTU_VERSION) -ge $(ver 22.04) ]]; then
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' \
| sudo tee /etc/apt/preferences.d/rocm-pin-600
fi
apt-get install -y kmod
apt-get install -y wget
# Need the libc++1 and libc++abi1 libraries to allow torch._C to load at runtime
apt-get install -y libc++1
apt-get install -y libc++abi1
# Make sure rocm packages from repo.radeon.com have highest priority
cat << EOF > /etc/apt/preferences.d/rocm-pin-600
Package: *
Pin: release o=repo.radeon.com
Pin-Priority: 600
EOF
# we want the patch version of 6.4 instead
if [[ $(ver $ROCM_VERSION) -eq $(ver 6.4) ]]; then
ROCM_VERSION="${ROCM_VERSION}.2"
fi
# Default url values
rocm_baseurl="http://repo.radeon.com/rocm/apt/${ROCM_VERSION}"
amdgpu_baseurl="https://repo.radeon.com/amdgpu/${ROCM_VERSION}/ubuntu"
# Special case for ROCM_VERSION == 7.0
if [[ $(ver "$ROCM_VERSION") -eq $(ver 7.0) ]]; then
rocm_baseurl="https://repo.radeon.com/rocm/apt/7.0_alpha2"
amdgpu_baseurl="https://repo.radeon.com/amdgpu/30.10_alpha2/ubuntu"
fi
# Add amdgpu repository
UBUNTU_VERSION_NAME=`cat /etc/os-release | grep UBUNTU_CODENAME | awk -F= '{print $2}'`
echo "deb [arch=amd64] ${amdgpu_baseurl} ${UBUNTU_VERSION_NAME} main" > /etc/apt/sources.list.d/amdgpu.list
# Add rocm repository
wget -qO - http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add -
echo "deb [arch=amd64] ${rocm_baseurl} ${UBUNTU_VERSION_NAME} main" > /etc/apt/sources.list.d/rocm.list
apt-get update --allow-insecure-repositories
DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
rocm-dev \
rocm-utils \
rocm-libs \
rccl \
rocprofiler-dev \
roctracer-dev \
amd-smi-lib
# precompiled miopen kernels added in ROCm 3.5, renamed in ROCm 5.5
# search for all unversioned packages
# if search fails it will abort this script; use true to avoid case where search fails
MIOPENHIPGFX=$(apt-cache search --names-only miopen-hip-gfx | awk '{print $1}' | grep -F -v . || true)
if [[ "x${MIOPENHIPGFX}" = x ]]; then
echo "miopen-hip-gfx package not available" && exit 1
else
DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated ${MIOPENHIPGFX}
fi
# ROCm 6.0 had a regression where journal_mode was enabled on the kdb files resulting in permission errors at runtime
for kdb in /opt/rocm/share/miopen/db/*.kdb
do
sqlite3 $kdb "PRAGMA journal_mode=off; PRAGMA VACUUM;"
done
# ROCm 6.3 had a regression where initializing static code objects had significant overhead
# CI no longer builds for ROCm 6.3, but
# ROCm 6.4 did not yet fix the regression, also HIP branch names are different
if [[ $(ver $ROCM_VERSION) -ge $(ver 6.4) ]] && [[ $(ver $ROCM_VERSION) -lt $(ver 7.0) ]]; then
if [[ $(ver $ROCM_VERSION) -eq $(ver 6.4.2) ]]; then
HIP_TAG=rocm-6.4.2
CLR_HASH=74d78ba3ac4bac235d02bcb48511c30b5cfdd457 # branch release/rocm-rel-6.4.2-statco-hotfix
elif [[ $(ver $ROCM_VERSION) -eq $(ver 6.4.1) ]]; then
HIP_TAG=rocm-6.4.1
CLR_HASH=efe6c35790b9206923bfeed1209902feff37f386 # branch release/rocm-rel-6.4.1-statco-hotfix
elif [[ $(ver $ROCM_VERSION) -eq $(ver 6.4) ]]; then
HIP_TAG=rocm-6.4.0
CLR_HASH=600f5b0d2baed94d5121e2174a9de0851b040b0c # branch release/rocm-rel-6.4-statco-hotfix
fi
# clr build needs CppHeaderParser but can only find it using conda's python
python -m pip install CppHeaderParser
git clone https://github.com/ROCm/HIP -b $HIP_TAG
HIP_COMMON_DIR=$(readlink -f HIP)
git clone https://github.com/jeffdaily/clr
pushd clr
git checkout $CLR_HASH
popd
mkdir -p clr/build
pushd clr/build
# Need to point CMake to the correct python installation to find CppHeaderParser
cmake .. -DPython3_EXECUTABLE=/opt/conda/envs/py_${ANACONDA_PYTHON_VERSION}/bin/python3 -DCLR_BUILD_HIP=ON -DHIP_COMMON_DIR=$HIP_COMMON_DIR
make -j
cp hipamd/lib/libamdhip64.so.6.4.* /opt/rocm/lib/libamdhip64.so.6.4.*
popd
rm -rf HIP clr
fi
pip_install "git+https://github.com/rocm/composable_kernel@$ROCM_COMPOSABLE_KERNEL_VERSION"
# Cleanup
apt-get autoclean && apt-get clean
rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
}
install_centos() {
yum update -y
yum install -y kmod
yum install -y wget
if [[ $OS_VERSION == 9 ]]; then
dnf install -y openblas-serial
dnf install -y dkms kernel-headers kernel-devel
else
yum install -y openblas-devel
yum install -y dkms kernel-headers-`uname -r` kernel-devel-`uname -r`
fi
yum install -y epel-release
if [[ $(ver $ROCM_VERSION) -ge $(ver 4.5) ]]; then
# Add amdgpu repository
local amdgpu_baseurl
if [[ $OS_VERSION == 9 ]]; then
amdgpu_baseurl="https://repo.radeon.com/amdgpu/${AMDGPU_VERSIONS[$ROCM_VERSION]}/rhel/9.1/main/x86_64"
else
if [[ $(ver $ROCM_VERSION) -ge $(ver 5.3) ]]; then
amdgpu_baseurl="https://repo.radeon.com/amdgpu/${ROCM_VERSION}/rhel/7.9/main/x86_64"
else
amdgpu_baseurl="https://repo.radeon.com/amdgpu/${AMDGPU_VERSIONS[$ROCM_VERSION]}/rhel/7.9/main/x86_64"
fi
fi
echo "[AMDGPU]" > /etc/yum.repos.d/amdgpu.repo
echo "name=AMDGPU" >> /etc/yum.repos.d/amdgpu.repo
echo "baseurl=${amdgpu_baseurl}" >> /etc/yum.repos.d/amdgpu.repo
echo "enabled=1" >> /etc/yum.repos.d/amdgpu.repo
echo "gpgcheck=1" >> /etc/yum.repos.d/amdgpu.repo
echo "gpgkey=http://repo.radeon.com/rocm/rocm.gpg.key" >> /etc/yum.repos.d/amdgpu.repo
fi
if [[ $OS_VERSION == 9 ]]; then
local rocm_baseurl="invalid-url"
else
local rocm_baseurl="http://repo.radeon.com/rocm/yum/${ROCM_VERSION}/main"
fi
echo "[ROCm]" > /etc/yum.repos.d/rocm.repo
echo "name=ROCm" >> /etc/yum.repos.d/rocm.repo
echo "baseurl=${rocm_baseurl}" >> /etc/yum.repos.d/rocm.repo
echo "enabled=1" >> /etc/yum.repos.d/rocm.repo
echo "gpgcheck=1" >> /etc/yum.repos.d/rocm.repo
echo "gpgkey=http://repo.radeon.com/rocm/rocm.gpg.key" >> /etc/yum.repos.d/rocm.repo
if [[ $OS_VERSION == 9 ]]; then
yum update -y --nogpgcheck
dnf --enablerepo=crb install -y perl-File-BaseDir python3-wheel
yum install -y --nogpgcheck rocm-ml-sdk rocm-developer-tools
else
yum update -y
yum install -y \
rocm-dev \
rocm-utils \
rocm-libs \
rccl \
rocprofiler-dev \
roctracer-dev \
amd-smi-lib
fi
# precompiled miopen kernels; search for all unversioned packages
# if search fails it will abort this script; use true to avoid case where search fails
MIOPENHIPGFX=$(yum -q search miopen-hip-gfx | grep miopen-hip-gfx | awk '{print $1}'| grep -F kdb. || true)
if [[ "x${MIOPENHIPGFX}" = x ]]; then
echo "miopen-hip-gfx package not available" && exit 1
else
yum install -y ${MIOPENHIPGFX}
fi
# ROCm 6.0 had a regression where journal_mode was enabled on the kdb files resulting in permission errors at runtime
for kdb in /opt/rocm/share/miopen/db/*.kdb
do
sqlite3 $kdb "PRAGMA journal_mode=off; PRAGMA VACUUM;"
done
pip_install "git+https://github.com/rocm/composable_kernel@$ROCM_COMPOSABLE_KERNEL_VERSION"
# Cleanup
yum clean all
rm -rf /var/cache/yum
rm -rf /var/lib/yum/yumdb
rm -rf /var/lib/yum/history
}
OS_VERSION=$(grep -oP '(?<=^VERSION_ID=).+' /etc/os-release | tr -d '"')
# Install Python packages depending on the base OS
ID=$(grep -oP '(?<=^ID=).+' /etc/os-release | tr -d '"')
case "$ID" in
ubuntu)
install_ubuntu
;;
centos)
install_centos
;;
*)
echo "Unable to determine OS..."
exit 1
;;
esac