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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 $END) | |
do | |
bash test.sh snapshot/checkpoint_e$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 | |