#!/bin/bash
#SBATCH --partition=l40s
#SBATCH --gres=gpu:1
#SBATCH --cpus-per-task=8
#SBATCH --time=6:00:00
#SBATCH --job-name=evcomp_bg_fix
#SBATCH --output=evcomp_bg_fix.%j.out

echo "Hello from $(hostname)!"
CONDA_BASE=/home/kthakka2/scratchmelhila1/karan/miniconda3
source "${CONDA_BASE}/etc/profile.d/conda.sh"
conda activate semhear_emma2

BASE_DIR=/home/kthakka2/scratchmelhila1/karan/EMMA2_text_conditioning_contextual
cd "${BASE_DIR}"

MIXTURES_DIR="${BASE_DIR}/data/OOD_gemini_GT/audio_mixtures_OOD_backgrounds"

for MODEL_NAME in combined_v1 no_TSDL_old_mixtures; do
  EVAL_DIR="${BASE_DIR}/experiments_final/${MODEL_NAME}/eval_outputs_OOD_gemini_GT_backgrounds"
  echo "=============================================="
  echo "Model: ${MODEL_NAME}  (num_workers=1 to avoid malloc crash)"
  echo "=============================================="

  python evaluate_event_detection_complement.py \
      --eval_outputs_dir "${EVAL_DIR}/outputs" \
      --mixtures_dir     "${MIXTURES_DIR}" \
      --output_csv       "${EVAL_DIR}/event_detection_scores_complement.csv" \
      --use_cuda \
      --batch_size 32 \
      --num_workers 1

  echo "Done: ${MODEL_NAME}/eval_outputs_OOD_gemini_GT_backgrounds"
done
echo "All done!"