|
|
#!/bin/bash |
|
|
|
|
|
|
|
|
|
|
|
DATA="/path/to/dataset/folder" |
|
|
TRAINER=PromptSRC |
|
|
|
|
|
DATASET=$1 |
|
|
SEED=$2 |
|
|
|
|
|
CFG=vit_b16_c2_ep5_batch4_4+4ctx_cross_datasets |
|
|
SHOTS=16 |
|
|
|
|
|
|
|
|
DIR=output/evaluation/${TRAINER}/${CFG}_${SHOTS}shots/${DATASET}/seed${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 ${DIR} \ |
|
|
--model-dir output/imagenet/${TRAINER}/${CFG}_${SHOTS}shots/seed${SEED} \ |
|
|
--load-epoch 20 \ |
|
|
--eval-only |
|
|
fi |
