test_gpu.sh

test_gpu.sh

#!/bin/bash
#SBATCH --partition=gpu
#SBATCH --job-name=gputest
#SBATCH --nodes 1
#SBATCH --ntasks-per-node 8
#SBATCH --cpus-per-gpu=6
#SBATCH --gres=gpu:8
#SBATCH --nodelist gpu-st-p4d-24xlarge-42 
#SBATCH --output=%x_%j.out
#SBATCH --open-mode=append
#SBATCH --exclusive
#SBATCH --comment openclip

export LD_LIBRARY_PATH=/opt/amazon/openmpi/lib64:/opt/amazon/efa/lib64
module load cuda/11.6

export PATH=/opt/amazon/efa/bin:$PATH
export FI_EFA_FORK_SAFE=1
export FI_LOG_LEVEL=1
export FI_EFA_USE_DEVICE_RDMA=1 # use for p4dn
export NCCL_DEBUG=info
export OMPI_MCA_mtl_base_verbose=1
export FI_EFA_ENABLE_SHM_TRANSFER=0
export FI_PROVIDER=efa
export FI_EFA_TX_MIN_CREDITS=64
export NCCL_TREE_THRESHOLD=0
export EXP_NCCL_ALLREDUCE_IB_LOOPBACK_BW=5

ldd `which all_reduce_perf`
echo $LD_LIBRARY_PATH
echo $PATH

MPI_ARGS="-np 8 --map-by ppr:8:node -bind-to numa -mca coll_hcoll_enable 0 --allow-run-as-root"
ENVIRON_VARS="-x LD_LIBRARY_PATH -x NCCL_SHM_DISABLE=1 -x NCCL_P2P_DISABLE=1 -x NCCL_NET_GDR_LEVEL=5"
NCCL_ARGS="-b 500M -f 2 -g 1 -e 1G -c 1"
function die() {
        echo "$*" 1>&2
        exit 1
}
function log() {
        echo "$*" 1>&2
}
function dbg() {
        echo "$*" 1>&2
}


function collect_nccl_allreduce_ib_loopback_data() {

   nccl_allreduce_ib_loopback_out=$(mpirun $MPI_ARGS $ENVIRON_VARS all_reduce_perf $NCCL_ARGS)
   nccl_allreduce_ib_loopback_out_rc=$?
   if [[ $nccl_allreduce_ib_loopback_out_rc != 0 ]]; then
      log "nccl_allreduce_ib_loopback_freq_out"
      die 1 "$FUNCNAME: nccl_allreduce (IB loopback) returned error code $nccl_allreduce_ib_loopback_out_rc"
   fi
   IFS=$'\n'
   nccl_allreduce_ib_loopback_out_lines=( $nccl_allreduce_ib_loopback_out )
   IFS=$' \t\n'
}


function check_nccl_allreduce_ib_loopback() {

   collect_nccl_allreduce_ib_loopback_data

   for ((i=0; i<${#nccl_allreduce_ib_loopback_out_lines[*]}; i++))
   do
      if [[ "${nccl_allreduce_ib_loopback_out_lines[$i]//bandwidth}" != "${nccl_allreduce_ib_loopback_out_lines[$i]}" ]]
      then
         IFS=$' \t\n'
         nccl_allreduce_ib_loopback_out_line=( ${nccl_allreduce_ib_loopback_out_lines[$i]} )
         avg_bus_bw=${nccl_allreduce_ib_loopback_out_line[5]}
         dbg "Measured Avg NCCL allreduce ib loopback bus BW $avg_bus_bw GB/s"
         break
      fi
   done
   dbg "Measured Avg NCCL allreduce IB loopback bus BW=$avg_bus_bw, Expected NCCL allreduce IB loopback BW=$EXP_NCCL_ALLREDUCE_IB_LOOPBACK_BW"
   if [[ $avg_bus_bw < $EXP_NCCL_ALLREDUCE_IB_LOOPBACK_BW ]]
   then
      log "$nccl_allreduce_ib_loopback_out"
      die 1 "$FUNCNAME: NCCL allreduce IB loopback, BUS BW (expected > $EXP_NCCL_ALLREDUCE_IB_LOOPBACK_BW GB/s, but measured $avg_bus_bw GB/s"
      return 1
   fi
}

check_nccl_allreduce_ib_loopback

nvidia-smi --query-gpu="index,serial" --format=csv