Add qed bench run script and singularity container

experiments/CUDA_container.def

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+Bootstrap: docker
+From: nvidia/cuda:12.3.1-devel-ubuntu20.04
+
+%labels
+    Requires CUDA driver 470.57+.
+
+%environment
+    export LANG=C
+
+%runscript
+    nvidia-smi
+    ./run.sh
+
+%post
+    . /.singularity.d/env/10-docker*.sh
+
+    apt-get update
+    apt-get install -y pciutils
+    DEBIAN_FRONTEND='noninteractive' apt-get -y -o Dpkg::Options::='--force-confdef' -o Dpkg::Options::='--force-confold' install build-essential cuda-compat-12-3 libibverbs-dev ibverbs-utils gcc wget git libcap2-bin
+    apt-get -y autoremove; apt-get -y clean
+
+    cd /tmp
+
+    # install slurm
+    : ${SLURM_VERSION:=17-02-11-1}
+    wget https://github.com/SchedMD/slurm/archive/slurm-${SLURM_VERSION}.tar.gz
+    tar -xf slurm-${SLURM_VERSION}.tar.gz
+        cd slurm-slurm-${SLURM_VERSION}
+        ./configure --prefix=/usr/ --sysconfdir=/etc/slurm --localstatedir=/var --disable-debug
+        make -C contribs/pmi2 -j$(nproc) install
+    cd ..
+    rm -rf slurm-*
+
+    # install julia
+    cd ~
+    wget https://julialang-s3.julialang.org/bin/linux/x64/1.9/julia-1.9.4-linux-x86_64.tar.gz
+    tar zxvf julia-1.9.4-linux-x86_64.tar.gz
+    mv julia-1.9.4/ /opt/julia-1.9.4
+    #mkdir /usr/local/bin
+    ln -s /opt/julia-1.9.4/bin/julia /usr/local/bin/julia
+
+    #Add nvidia driver paths to the environment variables
+    echo "\n #Nvidia driver paths \n" >> /environment
+    echo 'export PATH="/nvbin:$PATH"' >> /environment
+    echo 'export LD_LIBRARY_PATH="/nvlib:$LD_LIBRARY_PATH"' >> /environment
+
+    #Add CUDA paths
+    echo "\n #Cuda paths \n" >> /environment
+    echo 'export CPATH="/usr/local/cuda/include:$CPATH"' >> /environment
+    echo 'export PATH="/usr/local/cuda/bin:$PATH"' >> /environment
+    echo 'export LD_LIBRARY_PATH="/usr/local/cuda/lib64:$LD_LIBRARY_PATH"' >> /environment
+    echo 'export CUDA_HOME="/usr/local/cuda"' >> /environment
+
+    # install likwid
+    VERSION=5.3.0
+    wget http://ftp.fau.de/pub/likwid/likwid-$VERSION.tar.gz
+    tar -xaf likwid-$VERSION.tar.gz
+    cd likwid-$VERSION
+    # accessdaemon doesn't work because of permissions
+    sed -i 's/ACCESSMODE = accessdaemon/ACCESSMODE = perf_event/g' config.mk
+    make -j4
+    make -j4 install 
+    echo 'export LD_LIBRARY_PATH="/usr/local/lib:$LD_LIBRARY_PATH"' >> /environment

experiments/run.sh

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+#!/bin/bash
+
+SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
+LOG_FILE="$SCRIPT_DIR/../julia.log"
+
+cd $SCRIPT_DIR/..
+
+echo "Initiating julia..."
+julia --project=./ -e 'using Pkg; Pkg.instantiate(); Pkg.add(url="https://github.com/QEDjl-project/QEDprocesses.jl/")' > $LOG_FILE 2>&1 || exit 1    # need current dev version of QEDprocesses
+julia -e 'using Pkg; Pkg.add("CSV"); Pkg.add("DataFrames"); Pkg.add("LIKWID"); Pkg.add("CUDA"); Pkg.add("Random")' >> $LOG_FILE 2>&1 || exit 1        # add requirements for the bench script
+
+echo "Benchmarking..."
+
+for i in {1..16}
+do
+    echo "$i Threads"
+    julia --project --threads=$i examples/qed_bench.jl >> $LOG_FILE 2>&1 || echo "-- Something went wrong, check logs --"
+done