28 lines
793 B
Bash
28 lines
793 B
Bash
#!/usr/bin/env bash
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set -x
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PARTITION=$1
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CFG=$2
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PRETRAIN=$3 # pretrained model
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GPUS=${GPUS:-4}
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GPUS_PER_NODE=${GPUS_PER_NODE:-4}
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CPUS_PER_TASK=${CPUS_PER_TASK:-5}
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SRUN_ARGS=${SRUN_ARGS:-""}
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PY_ARGS=${@:4}
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# set work_dir according to config path and pretrained model to distinguish different models
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WORK_DIR="$(echo ${CFG%.*} | sed -e "s/configs/work_dirs/g")/$(echo $PRETRAIN | rev | cut -d/ -f 1 | rev)"
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PYTHONPATH="$(dirname $0)/..":$PYTHONPATH \
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mim train mmseg $CFG \
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--launcher slurm -G $GPUS \
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--gpus-per-node $GPUS_PER_NODE \
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--cpus-per-task $CPUS_PER_TASK \
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--partition $PARTITION \
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--work-dir $WORK_DIR \
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--srun-args "$SRUN_ARGS" \
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--cfg-options model.backbone.init_cfg.type=Pretrained \
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model.backbone.init_cfg.checkpoint=$PRETRAIN \
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$PY_ARGS
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