| source /root/miniconda3/etc/profile.d/conda.sh && conda activate rae_v2 | |
| export https_proxy=http://10.140.15.68:3128 http_proxy=http://10.140.15.68:3128 HF_DATASETS_CACHE=/data/temp/qinshengqian/c3/hf_cache | |
| export DINOV3_CKPT_DIR=/data/temp/qinshengqian/c3 DINOV3_REPO_DIR=/data/temp/qinshengqian/c3/dinov3 PYTHONPATH=src PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True | |
| cd /data/temp/qinshengqian/c3/Code/RAEv2 | |
| for p in $(ps -eo pid,args | grep "sample_perclass.py" | grep -v grep | awk '{print $1}'); do kill -9 $p 2>/dev/null; done | |
| sleep 3 | |
| OUT=/data/temp/qinshengqian/c3/aug_synth_dinov3raev2; rm -rf $OUT; mkdir -p $OUT | |
| CFG=configs/stage2/sampling/ISIC/dinov3l-k23.yaml | |
| CLS=(AK BCC BKL DF MEL NV SCC VASC) | |
| for i in ${!CLS[@]}; do | |
| c=${CLS[$i]} | |
| CUDA_VISIBLE_DEVICES=$i setsid python sample_perclass.py $CFG $OUT 2000 80 $c $c > results/logs/sample_$c.log 2>&1 & | |
| done | |
| wait | |
| echo "ALL_SAMPLE_DONE $(date '+%T')" | |
| head -1 $OUT/synth_AK.csv > $OUT/synth.csv | |
| for c in ${CLS[@]}; do tail -n +2 $OUT/synth_$c.csv >> $OUT/synth.csv 2>/dev/null; done | |
| echo "MERGED rows=$(($(wc -l < $OUT/synth.csv)-1))" | |
| touch $OUT/SAMPLE_ALL_DONE | |