#!/bin/bash
#SBATCH --job-name=infer_sa_fix
#SBATCH --mail-type=FAIL,END
#SBATCH --mail-user=dingqy@umich.edu
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --cpus-per-task=4
#SBATCH --mem-per-cpu=11GB
#SBATCH --time=0:30:00
#SBATCH --account=ahowens1
#SBATCH --partition=spgpu
#SBATCH --qos=foe
#SBATCH --reservation=spgpu_foe_nodes
#SBATCH --gres=gpu:a40:1
#SBATCH --output=/nfs/turbo/coe-ahowens-nobackup/dingqy/infer_sa_fix-%j.log
set -eu

source /nfs/turbo/coe-ahowens-nobackup/dingqy/miniforge3/etc/profile.d/conda.sh
source /home/dingqy/.hf_token
conda activate stable-audio

CACHE=/nfs/turbo/coe-ahowens-nobackup/dingqy/.cache/huggingface
CKPT=$(python - <<PYEOF
from huggingface_hub import hf_hub_download
print(hf_hub_download(repo_id="AE-W/ckpt",
    filename="sa_open_bg2fg_rebalance/ah30jdoz/epoch=0-step=30000.ckpt",
    repo_type="dataset", cache_dir="$CACHE"), end="")
PYEOF
)
echo "ckpt=$CKPT"
python /nfs/turbo/coe-ahowens-nobackup/dingqy/infer_sa_bg2fg.py \
    --ckpt "$CKPT" --steps 100 --cfg-scale 1.0
# Regenerate the spectrogram PNGs from the (fixed) new wavs
python /nfs/turbo/coe-ahowens-nobackup/dingqy/regen_demo_specs.py
echo "done"