update

Author: hlky

src/diffusers/pipelines/pipeline_utils.py

@@ -46,7 +46,7 @@
 from ..models.attention_processor import FusedAttnProcessor2_0
 from ..models.modeling_utils import _LOW_CPU_MEM_USAGE_DEFAULT, ModelMixin
 from ..quantizers.bitsandbytes.utils import _check_bnb_status
-from ..schedulers.scheduling_utils import SCHEDULER_CONFIG_NAME
+from ..schedulers.scheduling_utils import SCHEDULER_CONFIG_NAME, SchedulerMixin
 from ..utils import (
     CONFIG_NAME,
     DEPRECATED_REVISION_ARGS,
@@ -834,28 +834,31 @@ def load_module(name, value):
             return True
 
         init_dict = {k: v for k, v in init_dict.items() if load_module(k, v)}
-        scheduler_types = None
-        if "scheduler" in expected_types:
-            scheduler_types = []
-            for scheduler_type in expected_types["scheduler"]:
-                if isinstance(scheduler_type, enum.EnumMeta):
-                    scheduler_types.extend(list(scheduler_type))
-                else:
-                    scheduler_types.extend([str(scheduler_type)])
-            scheduler_types = [str(scheduler).split(".")[-1].strip("'>") for scheduler in scheduler_types]
 
-        for key, (_, expected_class_name) in zip(init_dict.keys(), init_dict.values()):
+        for key in init_dict.keys():
             if key not in passed_class_obj:
                 continue
-            class_name = passed_class_obj[key].__class__.__name__
-            class_name = class_name[4:] if class_name.startswith("Flax") else class_name
-            expected_class_name = (
-                expected_class_name[4:] if expected_class_name.startswith("Flax") else expected_class_name
-            )
-            if key == "scheduler" and scheduler_types is not None and class_name not in scheduler_types:
-                raise ValueError(f"Expected {scheduler_types} for {key}, got {class_name}.")
-            elif key != "scheduler" and class_name != expected_class_name:
-                raise ValueError(f"Expected {expected_class_name} for {key}, got {class_name}.")
+
+            class_obj = passed_class_obj[key]
+            _expected_class_types = []
+            for expected_type in expected_types[key]:
+                if isinstance(expected_type, enum.EnumMeta):
+                    _expected_class_types.extend(expected_type.__members__.keys())
+                else:
+                    _expected_class_types.append(expected_type.__name__)
+
+            _is_valid_type = class_obj.__class__.__name__ in _expected_class_types
+            if isinstance(class_obj, SchedulerMixin) and not _is_valid_type:
+                _requires_flow_match = any("FlowMatch" in class_type for class_type in _expected_class_types)
+                _is_flow_match = "FlowMatch" in class_obj.__class__.__name__
+                if _requires_flow_match and not _is_flow_match:
+                    raise ValueError(f"Expected FlowMatch scheduler, got {class_obj.__class__.__name__}.")
+                elif not _requires_flow_match and _is_flow_match:
+                    raise ValueError(f"Expected non-FlowMatch scheduler, got {class_obj.__class__.__name__}.")
+            elif not _is_valid_type:
+                raise ValueError(
+                    f"Expected types for {key}: {_expected_class_types}, got {class_obj.__class__.__name__}."
+                )
 
         # Special case: safety_checker must be loaded separately when using `from_flax`
         if from_flax and "safety_checker" in init_dict and "safety_checker" not in passed_class_obj: