Update pipeline_stable_diffusion_3_ipa.py

pipeline_stable_diffusion_3_ipa.py

@@ -1211,8 +1211,10 @@ class StableDiffusion3Pipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSingle
         print('shape 1: ', stacked_image_embeds.shape)
         print('shape 1a: ', stacked_image_embedsg.shape)
         # 2. Calculate the mean of the stacked embeddings
-        average_image_embed = torch.mean(stacked_image_embeds, dim=0) #.unsqueeze(0)  # Add batch dimension after averaging
+        average_image_embed = torch.mean(stacked_image_embeds, dim=1) #.unsqueeze(0)  # Add batch dimension after averaging
         print('shape 2: ', average_image_embed.shape)
+        average_image_embedf = torch.mean(stacked_image_embeds, dim=1).unsqueeze(0)  # Add batch dimension after averaging
+        print('shape 2a: ', average_image_embedf.shape)
         # 3. Create a tensor of zeros with the same shape as the averaged embedding
         zeros_tensor = torch.zeros_like(average_image_embed)
         print('shape 3: ', zeros_tensor.shape)