diff --git a/dalle2_pytorch/dalle2_pytorch.py b/dalle2_pytorch/dalle2_pytorch.py
index 17384d9..ab18a19 100644
--- a/dalle2_pytorch/dalle2_pytorch.py
+++ b/dalle2_pytorch/dalle2_pytorch.py
@@ -1075,14 +1075,14 @@ class LowresConditioner(nn.Module):
         if self.training and self.downsample_first and exists(downsample_image_size):
             cond_fmap = resize_image_to(cond_fmap, target_image_size, mode = self.cond_upsample_mode)
 
-        cond_fmap = resize_image_to(cond_fmap, target_image_size, mode = self.cond_upsample_mode)
-
         if self.training:
             # when training, blur the low resolution conditional image
             blur_sigma = default(blur_sigma, self.blur_sigma)
             blur_kernel_size = default(blur_kernel_size, self.blur_kernel_size)
             cond_fmap = gaussian_blur2d(cond_fmap, cast_tuple(blur_kernel_size, 2), cast_tuple(blur_sigma, 2))
 
+        cond_fmap = resize_image_to(cond_fmap, target_image_size, mode = self.cond_upsample_mode)
+
         return cond_fmap
 
 class Decoder(nn.Module):
diff --git a/setup.py b/setup.py
index 406d421..71a3e49 100644
--- a/setup.py
+++ b/setup.py
@@ -10,7 +10,7 @@ setup(
       'dream = dalle2_pytorch.cli:dream'
     ],
   },
-  version = '0.0.32',
+  version = '0.0.33',
   license='MIT',
   description = 'DALL-E 2',
   author = 'Phil Wang',