diff --git a/api/onnx_web/diffusers/utils.py b/api/onnx_web/diffusers/utils.py
index 4756bee4..b66fafbb 100644
--- a/api/onnx_web/diffusers/utils.py
+++ b/api/onnx_web/diffusers/utils.py
@@ -281,7 +281,7 @@ def get_tile_latents(
 
     tile_latents = full_latents[:, :, y:yt, x:xt]
 
-    if tile_latents.shape[2] < t or tile_latents.shape[3] < t:
+    if tile_latents.shape != full_latents.shape and (tile_latents.shape[2] < t or tile_latents.shape[3] < t):
         extra_latents = get_latents_from_seed(seed, size, batch=tile_latents.shape[0])
         extra_latents[
             :, :, 0 : tile_latents.shape[2], 0 : tile_latents.shape[3]