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MajorRevision_promise_MTVAT.sh
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MajorRevision_promise_MTVAT.sh
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#!/usr/bin/env bash
set -e -u -o pipefail
CC_WRAPPER_PATH="CC_wrapper.sh"
source $CC_WRAPPER_PATH
time=5
account=def-chdesa
save_dir=0920_promise_MTVAT_runs
ratio1=0.08
unlab_ratio1=$(python -c "print(1-${ratio1})")
ratio2=0.05
unlab_ratio2=$(python -c "print(1-${ratio2})")
declare -a StringArray=(
#MTVAT
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_008_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_008_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_008_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_008_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_008_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_008_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_008_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_008_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_008_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#mtVAT
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_005_run1 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_005_run2 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_005_run3 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_005_run1 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_005_run2 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=prostate Foreground=all Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_005_run3 Data.unlabeled_data_ratio=${unlab_ratio2} Data.labeled_data_ratio=${ratio2}"
)
for cmd in "${StringArray[@]}"
do
echo ${cmd}
CC_wrapper "${time}" "${account}" "${cmd}" 16
done