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Add CUDA support #172
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| # How to add GPU support | ||
| The collection of scripts in this directory enables you to add GPU support to your setup. | ||
| Note that currently this means that CUDA support can be added for Nvidia GPUs. AMD GPUs are not yet supported (feel free to contribute that though!). | ||
| To enable the usage of CUDA in your setup, simply run the following script: | ||
| ``` | ||
| ./add_nvidia_gpu_support.sh | ||
| ``` | ||
| ## Prerequisites and tips | ||
| * You need write permissions to `/cvmfs/pilot.eessi-hpc.org/host_injections` (which by default is a symlink to `/opt/eessi` but can be configured in your CVMFS config file to point somewhere else). If you would like to make a system-wide installation you should change this in your configuration to point somewhere on a shared filesystem. | ||
| * If you want to install CUDA on a node without GPUs (e.g. on a login node where you want to be able to compile your CUDA-enabled code), you should `export INSTALL_WO_GPU=true` in order to skip checks and tests that can only succeed if you have access to a GPU. This approach is not recommended as there is a chance the CUDA compatibility library installed is not compatible with the existing CUDA driver on GPU nodes (and this will not be detected). |
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| #!/bin/bash | ||
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| cat << EOF | ||
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| This is not implemented yet :( | ||
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| If you would like to contribute this support there are a few things you will | ||
| need to consider: | ||
| - We will need to change the Lmod property added to GPU software so we can | ||
| distinguish AMD and Nvidia GPUs | ||
| - Support should be implemented in user space, if this is not possible (e.g., | ||
| requires a driver update) you need to tell the user what to do | ||
| - Support needs to be _verified_ and a trigger put in place (like the existence | ||
| of a particular path) so we can tell Lmod to display the associated modules | ||
| EOF | ||
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| #!/bin/bash | ||||||||||||||||||||
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| # Drop into the prefix shell or pipe this script into a Prefix shell with | ||||||||||||||||||||
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| # $EPREFIX/startprefix <<< /path/to/this_script.sh | ||||||||||||||||||||
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| install_cuda_version="${INSTALL_CUDA_VERSION:=11.3.1}" | ||||||||||||||||||||
| install_p7zip_version="${INSTALL_P7ZIP_VERSION:=17.04-GCCcore-10.3.0}" | ||||||||||||||||||||
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| # If you want to install CUDA support on login nodes (typically without GPUs), | ||||||||||||||||||||
| # set this variable to true. This will skip all GPU-dependent checks | ||||||||||||||||||||
| install_wo_gpu=false | ||||||||||||||||||||
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| [ "$INSTALL_WO_GPU" = true ] && install_wo_gpu=true | ||||||||||||||||||||
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| # verify existence of nvidia-smi or this is a waste of time | ||||||||||||||||||||
| # Check if nvidia-smi exists and can be executed without error | ||||||||||||||||||||
| if [[ "${install_wo_gpu}" != "true" ]]; then | ||||||||||||||||||||
| if command -v nvidia-smi > /dev/null 2>&1; then | ||||||||||||||||||||
| nvidia-smi > /dev/null 2>&1 | ||||||||||||||||||||
| if [ $? -ne 0 ]; then | ||||||||||||||||||||
| echo "nvidia-smi was found but returned error code, exiting now..." >&2 | ||||||||||||||||||||
| echo "If you do not have a GPU on this device but wish to force the installation," | ||||||||||||||||||||
| echo "please set the environment variable INSTALL_WO_GPU=true" | ||||||||||||||||||||
| exit 1 | ||||||||||||||||||||
| fi | ||||||||||||||||||||
| echo "nvidia-smi found, continue setup." | ||||||||||||||||||||
| else | ||||||||||||||||||||
| echo "nvidia-smi not found, exiting now..." >&2 | ||||||||||||||||||||
| echo "If you do not have a GPU on this device but wish to force the installation," | ||||||||||||||||||||
| echo "please set the environment variable INSTALL_WO_GPU=true" | ||||||||||||||||||||
| exit 1 | ||||||||||||||||||||
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| fi | ||||||||||||||||||||
| else | ||||||||||||||||||||
| echo "You requested to install CUDA without GPUs present." | ||||||||||||||||||||
| echo "This means that all GPU-dependent tests/checks will be skipped!" | ||||||||||||||||||||
| fi | ||||||||||||||||||||
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| EESSI_SILENT=1 source /cvmfs/pilot.eessi-hpc.org/latest/init/bash | ||||||||||||||||||||
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| ############################################################################################## | ||||||||||||||||||||
| # Check that the CUDA driver version is adequate | ||||||||||||||||||||
| # ( | ||||||||||||||||||||
| # needs to be r450 or r470 which are LTS, other production branches are acceptable but not | ||||||||||||||||||||
| # recommended, below r450 is not compatible [with an exception we will not explore,see | ||||||||||||||||||||
| # https://docs.nvidia.com/datacenter/tesla/drivers/#cuda-drivers] | ||||||||||||||||||||
| # ) | ||||||||||||||||||||
| # only check first number in case of multiple GPUs | ||||||||||||||||||||
| if [[ "${install_wo_gpu}" != "true" ]]; then | ||||||||||||||||||||
| driver_major_version=$(nvidia-smi --query-gpu=driver_version --format=csv,noheader | tail -n1) | ||||||||||||||||||||
| driver_major_version="${driver_major_version%%.*}" | ||||||||||||||||||||
| # Now check driver_version for compatability | ||||||||||||||||||||
| # Check driver is at least LTS driver R450, see https://docs.nvidia.com/datacenter/tesla/drivers/#cuda-drivers | ||||||||||||||||||||
| if (( $driver_major_version < 450 )); then | ||||||||||||||||||||
| echo "Your NVIDIA driver version is too old, please update first.." | ||||||||||||||||||||
| exit 1 | ||||||||||||||||||||
| fi | ||||||||||||||||||||
| fi | ||||||||||||||||||||
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| ############################################################################################### | ||||||||||||||||||||
| ############################################################################################### | ||||||||||||||||||||
| # Install CUDA | ||||||||||||||||||||
| # TODO: Can we do a trimmed install? | ||||||||||||||||||||
| # if modules dir exists, load it for usage within Lmod | ||||||||||||||||||||
| cuda_install_dir="${EESSI_SOFTWARE_PATH/versions/host_injections}" | ||||||||||||||||||||
| mkdir -p ${cuda_install_dir} | ||||||||||||||||||||
| # only install CUDA if specified version is not found | ||||||||||||||||||||
| if [ -d ${cuda_install_dir}/software/CUDA/${install_cuda_version} ]; then | ||||||||||||||||||||
| echo "CUDA module found! No need to install CUDA again, proceeding with tests" | ||||||||||||||||||||
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| else | ||||||||||||||||||||
| # - as an installation location just use $EESSI_SOFTWARE_PATH but replacing `versions` with `host_injections` | ||||||||||||||||||||
| # (CUDA is a binary installation so no need to worry too much about this) | ||||||||||||||||||||
| # TODO: The install is pretty fat, you need lots of space for download/unpack/install (~3*5GB), need to do a space check before we proceed | ||||||||||||||||||||
| avail_space=$(df --output=avail ${cuda_install_dir}/ | tail -n 1 | awk '{print $1}') | ||||||||||||||||||||
| if (( ${avail_space} < 16000000 )); then | ||||||||||||||||||||
| echo "Need more disk space to install CUDA, exiting now..." | ||||||||||||||||||||
| exit 1 | ||||||||||||||||||||
| fi | ||||||||||||||||||||
| # install cuda in host_injections | ||||||||||||||||||||
| module load EasyBuild | ||||||||||||||||||||
| # we need the --rebuild option, since the module file is shipped with EESSI | ||||||||||||||||||||
| tmpdir=$(mktemp -d) | ||||||||||||||||||||
| eb --rebuild --installpath-modules=${tmpdir} --installpath=${cuda_install_dir}/ CUDA-${install_cuda_version}.eb | ||||||||||||||||||||
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| # we need the --rebuild option, since the module file is shipped with EESSI | |
| tmpdir=$(mktemp -d) | |
| eb --rebuild --installpath-modules=${tmpdir} --installpath=${cuda_install_dir}/ CUDA-${install_cuda_version}.eb | |
| # we need the --rebuild option and a random dir for the module if the module file is shipped with EESSI | |
| if [ -f ${EESSI_SOFTWARE_PATH}/modules/all/CUDA/${install_cuda_version}.lua ]; then | |
| tmpdir=$(mktemp -d) | |
| extra_args="--rebuild --installpath-modules=${tmpdir}" | |
| fi | |
| eb ${extra_args} --installpath=${cuda_install_dir}/ CUDA-${install_cuda_version}.eb |
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Maybe do this conditionally (i.e, only if this directory exists)
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| #!/bin/bash | ||
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| current_dir=$(dirname $(realpath $0)) | ||
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| # Get arch type from EESSI environment | ||
| if [[ -z "${EESSI_CPU_FAMILY}" ]]; then | ||
| # set up basic environment variables, EasyBuild and Lmod | ||
| EESSI_SILENT=1 source /cvmfs/pilot.eessi-hpc.org/latest/init/bash | ||
| fi | ||
| eessi_cpu_family="${EESSI_CPU_FAMILY:-x86_64}" | ||
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| # build URL for CUDA libraries | ||
| # take rpm file for compat libs from rhel8 folder, deb and rpm files contain the same libraries | ||
| cuda_url="https://developer.download.nvidia.com/compute/cuda/repos/rhel8/"${eessi_cpu_family}"/" | ||
| # get all versions in decending order | ||
| files=$(curl -s "${cuda_url}" | grep 'cuda-compat' | sed 's/<\/\?[^>]\+>//g' | xargs -n1 | /cvmfs/pilot.eessi-hpc.org/latest/compat/linux/${eessi_cpu_family}/bin/sort -r --version-sort ) | ||
| if [[ -z "${files// }" ]]; then | ||
| echo "Could not find any compat lib files under" ${cuda_url} | ||
| exit 1 | ||
| fi | ||
| for file in $files; do echo "${cuda_url}$file"; done |
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I think
gpuis a recognised property in Lmod so a good choice for now. Once we add AMD support it will get more complicated.There was a problem hiding this comment.
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We can add a new property by extending the property table
propT. To do so, we could add a fileinit/lmodrc.luawith a new property. This file can be loaded using the env var$LMOD_RC. Unfortunately, we do not seem to be able to add entries toarchbut rather have to add a new property (or find a way to extendarchthat I'm missing).