eval_scripts/vis_ppd20_slurm.sh

#!/bin/bash
#SBATCH --job-name=vis-ppd20
#SBATCH --output=/home/ywan0794/EvalMDE/vis_ppd20_%j.log
#SBATCH --error=/home/ywan0794/EvalMDE/vis_ppd20_%j.log
#SBATCH --open-mode=append
#SBATCH --ntasks=1
#SBATCH --cpus-per-task=4
#SBATCH --gres=gpu:H100:1
#SBATCH --time=0-01:00:00
#SBATCH --mem=40G
#SBATCH --nodelist=erinyes
# Visualize PPD predictions on 20 Infinigen scenes using EvalMDE's two viz tools:
#   1. Projected Contours (render_contour_line.py)
#   2. Textureless Relighting (render_textureless_relighting.py)
# Output lands under each scene dir: ./contour_line/ and ./visualization/

export PYTHONUNBUFFERED=1
cd /home/ywan0794/EvalMDE
source /home/ywan0794/miniconda3/etc/profile.d/conda.sh
conda activate evalmde

PRED_ROOT=/home/ywan0794/EvalMDE/output/infinigen_all/ppd
DEPTH_F=pred_depth.npz

# First 20 scenes alphabetically (rgb.png already symlinked in this dir)
SCENES=$(ls $PRED_ROOT | grep -v _metrics.json | head -20)

echo "=========================================="
echo "vis-ppd20 started at $(date)"
echo "PRED_ROOT: $PRED_ROOT"
echo "DEPTH_F:   $DEPTH_F"
echo "20 scenes"
echo "=========================================="

i=0
for SC in $SCENES; do
  i=$((i+1))
  ROOT=$PRED_ROOT/$SC
  echo
  echo "--- [$i/20] $SC ---"

  # 1) Projected Contours
  python evalmde/visualization/render_contour_line.py $ROOT --depth_f $DEPTH_F

  # 2) Textureless Relighting (use first 5 lights of the rotating set)
  python evalmde/visualization/render_textureless_relighting.py \
        $ROOT --depth_f $DEPTH_F --light_l 0 --light_r 5
done

echo
echo "=========================================="
echo "Done at $(date)"
echo "Outputs per scene: ${PRED_ROOT}/<scene>/contour_line/ and ${PRED_ROOT}/<scene>/visualization/"
echo "=========================================="