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show_help() {
cat << EOF
Usage:
${0##*/} [-h/--help] [-s/--start] [-e/--end] [-d/--dataset] [-m/--model] [-g/--gpu]
e.g.
bash ${0##*/} -s 1 -e 20 -d VOT2018 -g 4 # for test models
bash ${0##*/} -m snapshot/checkpoint_e10.pth -n 8 -g 4 # for tune models
EOF
}
ROOT=`git rev-parse --show-toplevel`
source activate siammask
export PYTHONPATH=$ROOT:$PYTHONPATH
export PYTHONPATH=$PWD:$PYTHONPATH
dataset=VOT2018
NUM=4
START=1
END=20
GPU=0
while [[ $# -gt 0 ]]
do
key="$1"
case $key in
-h|--help)
show_help
exit
;;
-d|--dataset)
dataset=$2
shift 2
;;
-n|--num)
NUM=$2
shift 2
;;
-s|--start)
START=$2
shift 2
;;
-e|--end)
END=$2
shift 2
;;
-m|--model)
model=$2
shift 2
;;
-g|--gpu)
GPU=$2
shift 2
;;
*)
echo invalid arg [$1]
show_help
exit 1
;;
esac
done
set -e
if [ -z "$model" ]; then
echo test snapshot $START ~ $END on dataset $dataset with $GPU gpus.
for i in $(seq $START $END)
do
bash test_mask_refine.sh config_vot18.json snapshot/checkpoint_e$i.pth $dataset $(($i % $GPU)) &
done
wait
python $ROOT/tools/eval.py --dataset $dataset --num 20 --tracker_prefix C --result_dir ./test/$dataset 2>&1 | tee logs/eval_test_$dataset.log
else
echo tuning $model on dataset $dataset with $NUM jobs in $GPU gpus.
for i in $(seq 1 $NUM)
do
bash tune.sh $model $dataset $(($i % $GPU)) &
done
wait
rm finish.flag
python $ROOT/tools/eval.py --dataset $dataset --num 20 --tracker_prefix C --result_dir ./result/$dataset 2>&1 | tee logs/eval_tune_$dataset.log
fi
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