#!/bin/sh

#SBATCH --job-name=diff_test	# job name
#SBATCH -p hgx2q 		# partition (queue)
#SBATCH -t 24:00:00 		# time (D-HH:MM)
#SBATCH --nodes=1
#SBATCH -o slurm.%N.%j.out 	# STDOUT
#SBATCH -e slurm.%N.%j.err 	# STDERR
#SBATCH --gres=gpu:1


module load python-3.7.4

# Create env
source ~/miniconda3/etc/profile.d/conda.sh
conda activate polyps

cd /home/machacini/conditional-polyp-diffusion

# Predict
python latent-diffusion/scripts/inference_mask.py samples_1000x256x256x3_29_post.png --samples=4 --ckpt_path=latent-diffusion/logs/2022-11-08T20-14-34_kvasir-ldm-vq4-/checkpoints/epoch=000135.ckpt
python latent-diffusion/scripts/inference_mask.py samples_1000x256x256x3_132_post.png --samples=4 --ckpt_path=latent-diffusion/logs/2022-11-08T20-14-34_kvasir-ldm-vq4-/checkpoints/epoch=000135.ckpt
python latent-diffusion/scripts/inference_mask.py samples_1000x256x256x3_252_post.png --samples=4 --ckpt_path=latent-diffusion/logs/2022-11-08T20-14-34_kvasir-ldm-vq4-/checkpoints/epoch=000135.ckpt
python latent-diffusion/scripts/inference_mask.py samples_1000x256x256x3_636_post.png --samples=4 --ckpt_path=latent-diffusion/logs/2022-11-08T20-14-34_kvasir-ldm-vq4-/checkpoints/epoch=000135.ckpt