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Running
on
Zero
Running
on
Zero
#SBATCH --nodes=2 | |
#SBATCH --ntasks-per-node=1 | |
#SBATCH --exclusive | |
#SBATCH --time=3-0 | |
#SBATCH --partition=learnfair | |
#SBATCH --error=logs/std-%j.err | |
#SBATCH --output=logs/std-%j.out | |
#SBATCH --gpus-per-node=8 | |
#SBATCH --cpus-per-task=40 | |
#SBATCH --exclude=learnfair[021,025,045,081,082,089,097,098,101,102,103,105] | |
set -x | |
ulimit -c 0 | |
script_name=${1} | |
set -x | |
ulimit -c 0 | |
CHK_DIR="logs/" # Define CHK_DIR | |
LOG_DIR="logs/" # Define LOG_DIR | |
##### Number of total processes | |
echo "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX " | |
echo "Nodelist:= " $SLURM_JOB_NODELIST | |
echo "Number of nodes:= " $SLURM_JOB_NUM_NODES | |
echo "Ntasks per node:= " $SLURM_NTASKS_PER_NODE | |
echo "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX " | |
# pretrain | |
export MASTER_ADDR=$(hostname -s) | |
export TORCH_DISTRIBUTED_DEBUG=DETAIL | |
export GLOO_SOCKET_IFNAME= # Set to your network interface | |
export NCCL_SOCKET_IFNAME= # Set to your network interface | |
export PYTHONUNBUFFERED=0 | |
export TORCH_NCCL_ASYNC_ERROR_HANDLING=1 | |
export NCCL_BLOCKING_WAIT=1 | |
export CUDA_LAUNCH_BLOCKING=1 | |
export TORCH_NCCL_BLOCKING_WAIT=1 | |
export NCCL_DEBUG=INFO | |
export NUM_GPU=8 | |
export SLURM_NNODES=2 | |
export SLURM_JOB_NUM_NODES=2 | |
export SLURM_NODEID=${SLURM_NODEID:-0} # Default to 0 if not set | |
export NCCL_IB_DISABLE=1 | |
export NCCL_P2P_DISABLE=1 | |
WANDB_KEY=4c1540ebf8cb9964703ac212a937c00848a79b67 | |
wandb login ${WANDB_KEY} | |
# find free port | |
MASTER_PORT=$(python -c 'import socket; s=socket.socket(); s.bind(("", 0)); print(s.getsockname()[1]); s.close()') | |
DATE="`date +'%d_%m_%Y_%H_%M_%S'`_$$" | |
MASTER_ADDR=$(scontrol show hostname "$SLURM_NODELIST" | head -n1) | |
WORLD_SIZE=$((${NUM_GPU} * ${SLURM_JOB_NUM_NODES})) | |
RANK=$SLURM_NODEID # Ensure this is set correctly in your environment | |
echo "MASTER_ADDR : ${MASTER_ADDR}" | |
echo "MASTER_PORT : ${MASTER_PORT}" | |
echo "WORLD_SIZE : ${WORLD_SIZE}" | |
echo "RANK : ${RANK}" | |
echo "--------------------------------------------------" >> ~/history.txt | |
echo "Slurm job id | job id | command" >> ~/history.txt | |
echo "$SLURM_JOB_ID | $JOB_ID | $script_name" >> ~/history.txt | |
function srun_with_requeue { | |
set +e | |
# Trap SIGTERM to requeue if killed by timeout | |
# Trap SIGTERM to requeue if killed by timeout | |
trap 'echo "Caught SIGTERM signal. Requeuing..."; scontrol requeue $SLURM_JOB_ID; exit 0' SIGTERM | |
# Trap SIGUSR1 to requeue if node failure is detected | |
trap 'echo "Caught SIGUSR1 signal (node failure). Requeuing..."; scontrol requeue $SLURM_JOB_ID; exit 0' SIGUSR1 | |
srun --cpu-bind=none "$@" | |
ret=$? | |
if [ $ret -eq 124 ]; then | |
echo "Job timed out. Requeuing..." | |
scontrol requeue $SLURM_JOB_ID | |
exit 0 | |
elif [ $ret -eq 143 ]; then | |
echo "Job timed out. Requeuing..." | |
scontrol requeue $SLURM_JOB_ID | |
exit 0 | |
elif [ $ret -ne 0 ]; then | |
echo "Error in $1 with exit code $ret. Not requeuing." | |
exit $ret | |
else | |
echo "Job completed successfully." | |
exit 0 | |
fi | |
set -e | |
} | |
chmod +x $script_name | |
srun_with_requeue $script_name |