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376ab70 | 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 36 37 38 39 40 41 42 | #!/usr/bin/env bash
set -euo pipefail
PROJECT_DIR=/data/DAIDASEN/ViSA/CAVI-ReID
PYTHON_BIN=/data/conda/cavi_clip/bin/python
OUTPUT_DIR="$PROJECT_DIR/logs/CARGO/CLIP_CAVI_JOINT_60E_B64_V2"
LAUNCH_LOG="$PROJECT_DIR/logs/CARGO/clip_cavi_any_gpu_launcher.log"
mkdir -p "$OUTPUT_DIR" "$(dirname "$LAUNCH_LOG")"
echo "$(date -Is) waiting for physical GPU 1, 2, 3, or 4" >> "$LAUNCH_LOG"
while true; do
selected_gpu=""
for gpu in 1 3 4 2; do
used_mib=$(nvidia-smi --query-gpu=memory.used --format=csv,noheader,nounits -i "$gpu" | tr -d ' ')
if [[ "$used_mib" =~ ^[0-9]+$ ]] && (( used_mib < 2000 )); then
selected_gpu="$gpu"
break
fi
done
[[ -n "$selected_gpu" ]] && break
sleep 30
done
echo "$(date -Is) GPU $selected_gpu available; starting CLIP+CAVI" >> "$LAUNCH_LOG"
cd "$PROJECT_DIR"
export CUDA_VISIBLE_DEVICES="$selected_gpu"
export FASTREID_DATASETS=/data/DAIDASEN/datasets
exec "$PYTHON_BIN" baselines/hihr/train.py \
--cavi-clip \
--cavi-moe \
--clip-model /data/DAIDASEN/models/clip-vit-base-patch16 \
--config-file configs/CARGO/clip_cavi.yml \
--output-dir "$OUTPUT_DIR" \
--epochs 60 \
--batch-size 64 \
--num-workers 0 \
--device cuda:0 \
--checkpoint-period 5 \
--log-period 20 \
>> "$OUTPUT_DIR/train.log" 2>&1
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