From f9c0046897e49d2fcc9b8d6c79c2c3d82fc365bc Mon Sep 17 00:00:00 2001
From: deggua <26562606+deggua@users.noreply.github.com>
Date: Fri, 2 Sep 2022 07:18:12 -0400
Subject: [PATCH] Fix for fill latent zeros/noise in masking mode

---
 webui.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/webui.py b/webui.py
index 8901706de..f4fcb8797 100644
--- a/webui.py
+++ b/webui.py
@@ -1573,6 +1573,12 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing):
             self.mask = torch.asarray(1.0 - latmask).to(device).type(sd_model.dtype)
             self.nmask = torch.asarray(latmask).to(device).type(sd_model.dtype)
 
+        if self.mask is not None:
+            if self.inpainting_fill == 2:
+                self.init_latent = self.init_latent * self.mask + create_random_tensors(self.init_latent.shape[1:], [self.seed + x + 1 for x in range(self.init_latent.shape[0])]) * self.nmask
+            elif self.inpainting_fill == 3:
+                self.init_latent = self.init_latent * self.mask
+
     def sample(self, x, conditioning, unconditional_conditioning):
 
         if self.mask is not None: