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Adding multi-node to the training process to both dist_train.sh and slurm_train.sh #273

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Adding multi-node to the training process to both dist_train.sh and slurm_train.sh #273

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50331b5
Update dist_train.sh
CheruscanArminius Jan 5, 2024
3297120
Update slurm_train.sh
CheruscanArminius Jan 5, 2024
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3 changes: 2 additions & 1 deletion segmentation/dist_train.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,9 @@

CONFIG=$1
GPUS=$2
NODES=$3
PORT=${PORT:-29300}

PYTHONPATH="$(dirname $0)/..":$PYTHONPATH \
python -m torch.distributed.launch --nproc_per_node=$GPUS --master_port=$PORT \
python -m torch.distributed.launch --nproc_per_node=$GPUS --nnodes=$NODES --master_port=$PORT \
$(dirname "$0")/train.py $CONFIG --launcher pytorch ${@:3}
2 changes: 2 additions & 0 deletions segmentation/slurm_train.sh
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Expand Up @@ -6,6 +6,7 @@ PARTITION=$1
JOB_NAME=$2
CONFIG=$3
GPUS=${GPUS:-8}
NUM_NODE=$4
GPUS_PER_NODE=${GPUS_PER_NODE:-8}
CPUS_PER_TASK=${CPUS_PER_TASK:-5}
SRUN_ARGS=${SRUN_ARGS:-""}
Expand All @@ -16,6 +17,7 @@ srun -p ${PARTITION} \
--job-name=${JOB_NAME} \
--gres=gpu:${GPUS_PER_NODE} \
--ntasks=${GPUS} \
--nnodes=${NUM_NODE}
--ntasks-per-node=${GPUS_PER_NODE} \
--cpus-per-task=${CPUS_PER_TASK} \
--quotatype=spot \
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