swap_analysis/run_nvila_synthetic_mix.sh

#!/bin/bash
set -e

SCRIPT="/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py"
PYTHON="conda run --no-capture-output -n vila python"
LOG_BASE="/data/shared/Qwen/experiments/swap_analysis/logs"

# 6 models to run for nvila_synth_compare:
#   vanilla / 80k / 400k          → model_type=nvila     (existing fine-tuned models)
#   80k-5pct / 80k-10pct / 400k-5pct → model_type=nvila_synthetic (new synthetic-mix models)
#
# GPU assignment (NVILA ~8GB each):
#   GPU 0: nvila/vanilla   GPU 1: nvila/80k
#   GPU 2: nvila_synthetic/80k-5pct   GPU 3: nvila_synthetic/80k-10pct
#   GPU 4: nvila/400k      GPU 5: nvila_synthetic/400k-5pct

declare -a MODEL_TYPES=("nvila"    "nvila"  "nvila_synthetic" "nvila_synthetic" "nvila"   "nvila_synthetic")
declare -a SCALES=(     "vanilla"  "80k"    "80k-5pct"        "80k-10pct"       "400k"    "400k-5pct")
declare -a GPUS=(        0          1        2                  3                  4         5)

echo "========================================="
echo " NVILA-Synthetic: Launching 6 models in parallel"
echo "========================================="

PIDS=()
for i in "${!SCALES[@]}"; do
    mtype="${MODEL_TYPES[$i]}"
    scale="${SCALES[$i]}"
    gpu="${GPUS[$i]}"
    log="${LOG_BASE}/${mtype}/${scale}.log"
    mkdir -p "${LOG_BASE}/${mtype}"

    echo "[GPU $gpu] ${mtype}/${scale} -> $log"
    CUDA_VISIBLE_DEVICES=$gpu $PYTHON $SCRIPT \
        --model_type $mtype \
        --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]}"
    label="${MODEL_TYPES[$i]}/${SCALES[$i]}"
    if wait $pid; then
        echo "[DONE] $label (PID $pid) - SUCCESS"
    else
        echo "[FAIL] $label (PID $pid) - EXIT CODE $?"
        FAILED=$((FAILED + 1))
    fi
done

if [ $FAILED -gt 0 ]; then
    echo "WARNING: $FAILED process(es) failed. Check logs in $LOG_BASE"
fi

echo "========================================="
echo " NVILA-Synthetic: Merge (vanilla / 80k / 80k-5pct / 80k-10pct / 400k / 400k-5pct)"
echo "========================================="
LOG_DIR_CMP="${LOG_BASE}/nvila_synth_compare"
mkdir -p "$LOG_DIR_CMP"
$PYTHON $SCRIPT --model_type nvila_synth_compare --merge \
    2>&1 | tee "${LOG_DIR_CMP}/merge.log"

echo "ALL DONE"
echo "Results: /data/shared/Qwen/experiments/swap_analysis/results/nvila_synth_compare/"