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pipeline_unmod.sh
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pipeline_unmod.sh
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function do1round()
{
# $1: job name
# $2: seed
# $3: job round number
# $4: conv1 kernel
# $5: conv2 kernel
# $6: config.py
echo "##### job: "${1}" | seed: "${2}" | round: "$3" #####"
if [ ! -d ${1} ]; then
mkdir ${1}
fi
if [ ! -d ${1}"/"${2} ]; then
mkdir ${1}"/"${2}
fi
if [ ! -d ${1}"/"${2}"/"${3} ]; then
mkdir ${1}"/"${2}"/"${3}
fi
echo "train_path = 'data/"${1}"_train_"${2}".txt'" > ${6} # 1
echo "test_path = 'data/"${1}"_test_"${2}".txt' " >> ${6} # 2
echo "result_path = 'work/"${1}"_pred_"${2}"_"${3}".txt'" >> ${6} # 3
echo "log_path = 'work/"${1}"_"${2}"_"${3}".log'" >> ${6} # 4
echo "save_prefix = 'work/"${1}"/"${2}"/"${3}"'" >> ${6} # 5
echo "pretrain_path = ''" >> ${6} # 6
echo "dict_path = ''" >> ${6} # 7
echo "" >> ${6}
echo "conv1_kernel = "${4} >> ${6} # 8
echo "conv2_kernel = "${5} >> ${6} # 9
# these params won't change for mod data:
echo "min_rt = 0" >> ${6}
echo "max_rt = 264" >> ${6}
echo "time_scale = 60" >> ${6}
echo "max_length = 38" >> ${6}
cd ..
python capsule_network_emd.py
cd work
}
function ensemble1sed
{
# scale = argv[1]
# round1dir = argv[2] # 'work/dia/59/1/'
# conv1 = argv[3]
# round2dir = argv[4] # 'work/dia/59/2/'
# conv2 = argv[5]
# round3dir = argv[6] # 'work/dia/59/3/'
# conv3 = argv[7]
# result_ensemble = argv[8]
round1dir="work/"${1}"/"${2}"/"${3}"/"
conv1=${4}
round2dir="work/"${1}"/"${2}"/"${5}"/"
conv2=${6}
round3dir="work/"${1}"/"${2}"/"${7}"/"
conv3=${8}
result="work/"${1}"_notrans_"${2}"_ensemble.txt" # Note thies mark
cd ..
python ensemble_emb.py $9 $round1dir $conv1 $round2dir $conv2 $round3dir $conv3 $result ${10} > "work/"${1}"_notrans_"${2}"_ensemble.log"
cd work
}
echo "job no.1/10"
do1round "unmod" 2 1 8 8 "../config.py"
do1round "unmod" 2 2 10 10 "../config.py"
do1round "unmod" 2 3 12 12 "../config.py"
echo "ensemble 3 rounds, 5 epochs each"
ensemble1sed "unmod" 2 '1' 8 '2' 10 '3' 12 0 264
echo -e "done\n"
# echo "job no.2/10"
# do1round "unmod" 313 1 8 8 "../config.py"
# do1round "unmod" 313 2 10 10 "../config.py"
# do1round "unmod" 313 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 313 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.3/10"
# do1round "unmod" 23 1 8 8 "../config.py"
# do1round "unmod" 23 2 10 10 "../config.py"
# do1round "unmod" 23 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 23 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.4/10"
# do1round "unmod" 59 1 8 8 "../config.py"
# do1round "unmod" 59 2 10 10 "../config.py"
# do1round "unmod" 59 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 59 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.5/10"
# do1round "unmod" 97 1 8 8 "../config.py"
# do1round "unmod" 97 2 10 10 "../config.py"
# do1round "unmod" 97 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 97 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.6/10"
# do1round "unmod" 137 1 8 8 "../config.py"
# do1round "unmod" 137 2 10 10 "../config.py"
# do1round "unmod" 137 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 137 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.7/10"
# do1round "unmod" 179 1 8 8 "../config.py"
# do1round "unmod" 179 2 10 10 "../config.py"
# do1round "unmod" 179 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 179 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.8/10"
# do1round "unmod" 227 1 8 8 "../config.py"
# do1round "unmod" 227 2 10 10 "../config.py"
# do1round "unmod" 227 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 227 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.9/10"
# do1round "unmod" 269 1 8 8 "../config.py"
# do1round "unmod" 269 2 10 10 "../config.py"
# do1round "unmod" 269 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 269 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"
# echo "job no.10/10"
# do1round "unmod" 367 1 8 8 "../config.py"
# do1round "unmod" 367 2 10 10 "../config.py"
# do1round "unmod" 367 3 12 12 "../config.py"
# echo "ensemble 3 rounds, 5 epochs each"
# ensemble1sed "unmod" 367 '1' 8 '2' 10 '3' 12 0 264
# echo -e "done\n"