swap_analysis/run_nvila.sh

#!/bin/bash
set -e

SCRIPT="/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py"
PYTHON="conda run --no-capture-output -n vila python"
MODEL="nvila"
RESULTS_BASE="/data/shared/Qwen/experiments/swap_analysis/results"
LOG_DIR="/data/shared/Qwen/experiments/swap_analysis/logs/${MODEL}"
mkdir -p "$LOG_DIR"

# GPU plan: NVILA(8GB) shares GPU 0-4 with Molmo(25GB), GPU 5 with Qwen vanilla(10GB)
SCALES=("vanilla" "80k" "400k" "800k" "2m" "roborefer")
GPUS=(2 3 4 5 6 7)

echo "========================================="
echo " NVILA Swap Analysis: Launching ${#SCALES[@]} scales in parallel"
echo "========================================="

PIDS=()
for i in "${!SCALES[@]}"; do
    scale="${SCALES[$i]}"
    gpu="${GPUS[$i]}"
    log="${LOG_DIR}/${scale}.log"

    echo "[GPU $gpu] $scale -> $log"
    CUDA_VISIBLE_DEVICES=$gpu $PYTHON $SCRIPT \
        --model_type $MODEL \
        --scales $scale \
        --device cuda \
        --no-auto-roborefer \
        > "$log" 2>&1 &
    PIDS+=($!)
done

echo ""
echo "Waiting for all ${#PIDS[@]} processes..."
FAILED=0
for i in "${!PIDS[@]}"; do
    pid="${PIDS[$i]}"
    scale="${SCALES[$i]}"
    if wait $pid; then
        echo "[DONE] $scale (PID $pid) - SUCCESS"
    else
        echo "[FAIL] $scale (PID $pid) - EXIT CODE $?"
        FAILED=$((FAILED + 1))
    fi
done

if [ $FAILED -gt 0 ]; then
    echo "WARNING: $FAILED scale(s) failed. Check logs in $LOG_DIR"
fi

echo "========================================="
echo " NVILA Swap Analysis: Merge 1/2 (without roborefer)"
echo "========================================="
$PYTHON $SCRIPT --model_type $MODEL --merge \
    --scales vanilla 80k 400k 800k 2m \
    2>&1 | tee "${LOG_DIR}/merge.log"

echo "========================================="
echo " NVILA Swap Analysis: Merge 2/2 (with roborefer)"
echo "========================================="
$PYTHON $SCRIPT --model_type $MODEL --merge \
    --scales vanilla 80k 400k 800k 2m roborefer \
    --merge-output-dir "${RESULTS_BASE}/nvila_with_roborefer" \
    2>&1 | tee "${LOG_DIR}/merge_with_roborefer.log"

echo "ALL DONE: $MODEL"
echo "Results (no roborefer): ${RESULTS_BASE}/nvila/"
echo "Results (with roborefer): ${RESULTS_BASE}/nvila_with_roborefer/"