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#!/bin/bash
# custom config
DATA="/path/to/dataset/folder"
TRAINER=PromptSRC
DATASET=$1
CFG=vit_b16_c2_ep50_batch4_4+4ctx_few_shot
SHOTS=$2
for SEED in 1 2 3
do
DIR=output/${DATASET}/${TRAINER}/${CFG}_${SHOTS}shots/seed${SEED}
if [ -d "$DIR" ]; then
echo " The results exist at ${DIR}"
else
echo "Run this job and save the output to ${DIR}"
python train.py \
--root ${DATA} \
--seed ${SEED} \
--trainer ${TRAINER} \
--dataset-config-file configs/datasets/${DATASET}.yaml \
--config-file configs/trainers/${TRAINER}/${CFG}.yaml \
--output-dir ${DIR} \
DATASET.NUM_SHOTS ${SHOTS}
fi
done