File size: 1,001 Bytes
8c6b5ee |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 |
#!/bin/bash
#cd ../..
# custom config
DATA=/path/to/datasets
TRAINER=CoOp
DATASET=$1
CFG=$2 # config file
CTP=$3 # class token position (end or middle)
NCTX=$4 # number of context tokens
SHOTS=$5 # number of shots (1, 2, 4, 8, 16)
CSC=$6 # class-specific context (False or True)
for SEED in 1 2 3
do
DIR=output/${DATASET}/${TRAINER}/${CFG}_${SHOTS}shots/nctx${NCTX}_csc${CSC}_ctp${CTP}/seed${SEED}
if [ -d "$DIR" ]; then
echo "Results are available in ${DIR}. Skip this job"
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} \
TRAINER.COOP.N_CTX ${NCTX} \
TRAINER.COOP.CSC ${CSC} \
TRAINER.COOP.CLASS_TOKEN_POSITION ${CTP} \
DATASET.NUM_SHOTS ${SHOTS}
fi
done |