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MajorRevision_LV_VATplug_003.sh
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MajorRevision_LV_VATplug_003.sh
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#!/usr/bin/env bash
set -e -u -o pipefail
CC_WRAPPER_PATH="CC_wrapper.sh"
source $CC_WRAPPER_PATH
time=6
account=def-chdesa
save_dir=0921_LV_003runs
ratio1=0.03
unlab_ratio1=$(python -c "print(1-${ratio1})")
declare -a StringArray=(
#CoTVAT
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg1eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg1eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg1eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg1eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg1eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg1eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg1eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg1eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg1eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg1eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg1eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=1 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg1eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.005 Trainer.save_dir=${save_dir}/CoTVAT_205reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.001 Trainer.save_dir=${save_dir}/CoTVAT_201reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0005 Trainer.save_dir=${save_dir}/CoTVAT_305reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=cotconsVAT VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=0.0001 Trainer.save_dir=${save_dir}/CoTVAT_301reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#MTVAT
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=1 Trainer.save_dir=${save_dir}/MTVAT_1reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=2 Trainer.save_dir=${save_dir}/MTVAT_2reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=4 Trainer.save_dir=${save_dir}/MTVAT_4reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
#"python -O main.py seed=1234567 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=8 Trainer.save_dir=${save_dir}/MTVAT_8reg201eps_003_run1 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=123456 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=8 Trainer.save_dir=${save_dir}/MTVAT_8reg201eps_003_run2 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
"python -O main.py seed=12345 Arch.num_classes=2 Dataset=acdc Foreground=LV Trainer.name=MTconsvat VATsettings.pertur_eps=0.001 Plugin.mode=vat Constraints.Constraint=convexity ConstraintWeightScheduler.max_value=0 RegScheduler.max_value=8 Trainer.save_dir=${save_dir}/MTVAT_8reg201eps_003_run3 Data.unlabeled_data_ratio=${unlab_ratio1} Data.labeled_data_ratio=${ratio1}"
)
for cmd in "${StringArray[@]}"
do
echo ${cmd}
CC_wrapper "${time}" "${account}" "${cmd}" 16
done