handle pipeline class switch error

Signed-off-by: Vladimir Mandic <[email protected]>

CHANGELOG.md

@@ -26,6 +26,7 @@
   - zluda force sync  
   - fix torch import on compile  
   - infotext parser force delimiter before params  
+  - handle pipeline class switch errors  
 
 ## Update for 2025-02-18
 

modules/face/__init__.py

@@ -143,6 +143,9 @@ def run(self, p: processing.StableDiffusionProcessing, mode, input_images, reswa
             from modules.face.photomaker import photo_maker
             photo_maker(p, app=app, input_images=input_images, model=pm_model, trigger=pm_trigger, strength=pm_strength, start=pm_start)
         elif mode == 'InstantID':
+            if hasattr(p, 'init_images') and p.init_images is not None and len(p.init_images) > 0:
+                shared.log.warning('Face: InstantID with init image not supported')
+                input_images += p.init_images
             from modules.face.insightface import get_app
             app=get_app('antelopev2')
             from modules.face.instantid import instant_id # instantid creates pipeline and triggers original process_images

modules/face/instantid_model.py

@@ -528,14 +528,15 @@ def _encode_prompt_image_emb(self, prompt_image_emb, device, dtype, do_classifie
         else:
             prompt_image_emb = torch.tensor(prompt_image_emb)
 
-        prompt_image_emb = prompt_image_emb.to(device=device, dtype=dtype)
         prompt_image_emb = prompt_image_emb.reshape([1, -1, self.image_proj_model_in_features])
 
         if do_classifier_free_guidance:
             prompt_image_emb = torch.cat([torch.zeros_like(prompt_image_emb), prompt_image_emb], dim=0)
         else:
             prompt_image_emb = torch.cat([prompt_image_emb], dim=0)
 
+        prompt_image_emb = prompt_image_emb.to(device=device, dtype=dtype)
+        self.image_proj_model = self.image_proj_model.to(device=device, dtype=dtype)
         prompt_image_emb = self.image_proj_model(prompt_image_emb)
         return prompt_image_emb
 

modules/sd_models.py

@@ -760,6 +760,7 @@ def set_diffuser_pipe(pipe, new_pipe_type):
         'StableVideoDiffusionPipeline',
         'PixelSmithXLPipeline',
         'PhotoMakerStableDiffusionXLPipeline',
+        'StableDiffusionXLInstantIDPipeline',
     ]
 
     has_errors = False
@@ -828,9 +829,10 @@ def set_diffuser_pipe(pipe, new_pipe_type):
             except Exception as e: # pylint: disable=unused-variable
                 shared.log.warning(f'Pipeline class set failed: type={new_pipe_type} pipeline={cls} {e}')
                 has_errors = True
+                return pipe
 
-    # if pipe.__class__ == new_pipe.__class__:
-    #    return pipe
+    if new_pipe is None:
+        return pipe
     new_pipe.sd_checkpoint_info = sd_checkpoint_info
     new_pipe.sd_model_checkpoint = sd_model_checkpoint
     new_pipe.embedding_db = embedding_db