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Add script for mib in cityscapes domain.
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‎scripts/cityscapesDomain/mib_cityscapesDomain_1-1.sh

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#!/bin/bash
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set -e
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start=`date +%s`
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START_DATE=$(date '+%Y-%m-%d')
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PORT=$((9000 + RANDOM % 1000))
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GPU=0,1
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NB_GPU=2
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DATA_ROOT=/path/to/cityscapes
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DATASET=cityscapes_domain
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TASK=1-1
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NAME=MiB
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METHOD=FT
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OPTIONS="--checkpoint checkpoints/step/ --loss_kd 10.0"
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# --checkpoint checkpoints/step/
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NB_EPOCHS=50
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SCREENNAME="${DATASET}_${TASK}_${NAME} On GPUs ${GPU}"
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RESULTSFILE=results/${START_DATE}_${DATASET}_${TASK}_${NAME}.csv
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rm -f ${RESULTSFILE}
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echo -ne "\ek${SCREENNAME}\e\\"
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echo "Writing in ${RESULTSFILE}"
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 0 --lr 0.01 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 1 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 2 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 3 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 4 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 5 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 6 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 7 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 8 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 9 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 10 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 11 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 12 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 13 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 14 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 15 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 16 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 17 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 18 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 19 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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CUDA_VISIBLE_DEVICES=${GPU} python3 -m torch.distributed.launch --master_port ${PORT} --nproc_per_node=${NB_GPU} run.py --date ${START_DATE} --data_root ${DATA_ROOT} --overlap --batch_size 12 --dataset ${DATASET} --name ${NAME} --task ${TASK} --step 20 --lr 0.001 --epochs ${NB_EPOCHS} --method ${METHOD} --opt_level O1 ${OPTIONS}
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python3 average_csv.py ${RESULTSFILE}
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echo ${SCREENNAME}
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end=`date +%s`
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runtime=$((end-start))
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echo "Run in ${runtime}s"

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