diff --git a/optimizedSD/optimized_img2img.py b/optimizedSD/optimized_img2img.py
index 24f3338f0..9a1315322 100644
--- a/optimizedSD/optimized_img2img.py
+++ b/optimizedSD/optimized_img2img.py
@@ -6,17 +6,14 @@
 from PIL import Image
 from tqdm import tqdm, trange
 from itertools import islice
-from einops import rearrange
-from torchvision.utils import make_grid
 import time
 from pytorch_lightning import seed_everything
 from torch import autocast
-from contextlib import contextmanager, nullcontext
+from contextlib import nullcontext
 from einops import rearrange, repeat
 from ldm.util import instantiate_from_config
 from optimUtils import split_weighted_subprompts, logger
 from transformers import logging
-import pandas as pd
 logging.set_verbosity_error()