Ladder/src/codebase/SubpopBench-main/scripts_bash_metashift.sh at main · batmanlab/Ladder · GitHub

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#!/bin/sh
#SBATCH --output=/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/psc_logs/subpopbench/metashift_%j.out

pwd
hostname
date

CURRENT=$(date +"%Y-%m-%d_%T")

echo $CURRENT

slurm_output_train1=/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/psc_logs/subpopbench/metashift_seed0_$CURRENT.out
slurm_output_train2=/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/psc_logs/subpopbench/metashift_seed1_$CURRENT.out
slurm_output_train3=/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/psc_logs/subpopbench/metashift_seed2_$CURRENT.out

echo "Save image reps"
source /ocean/projects/asc170022p/shg121/anaconda3/etc/profile.d/conda.sh

conda activate /restricted/projectnb/batmanlab/shawn24/breast_clip_rtx_6000

python /restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/codebase/SubpopBench-main/subpopbench/train.py \
       --seed 0 \
       --algorithm "ERM" \
       --dataset "MetaShift" \
       --train_attr no \
       --data_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/data" \
       --output_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/out/MetaShift" \
       --output_folder_name "vit_sup_in1k" \
       --image_arch "vit_sup_in1k" >$slurm_output_train1

python /restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/codebase/SubpopBench-main/subpopbench/train.py \
       --seed 0 \
       --algorithm "ERM" \
       --dataset "MetaShift" \
       --train_attr no \
       --data_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/data" \
       --output_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/out/MetaShift" \
       --output_folder_name "vit_sup_in1k" \
       --image_arch "vit_sup_in1k" >$slurm_output_train2


python /restricted/projectnb/batmanlab/shawn24/PhD/Ladder/src/codebase/SubpopBench-main/subpopbench/train.py \
       --seed 0 \
       --algorithm "ERM" \
       --dataset "MetaShift" \
       --train_attr no \
       --data_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/data" \
       --output_dir "/restricted/projectnb/batmanlab/shawn24/PhD/Ladder/out/MetaShift" \
       --output_folder_name "vit_sup_in1k" \
       --image_arch "vit_sup_in1k" >$slurm_output_train3