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2.1.782

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2.1.782
This commit is contained in:
lllyasviel
2023-11-11 01:43:01 -08:00
parent a9bb1079cf
commit 4fe08161a5
48 changed files with 1041 additions and 2639 deletions
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backend/headless/fcbh/model_patcher.py
+22 -3
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@@ -11,6 +11,8 @@ class ModelPatcher:
self.model = model
self.patches = {}
self.backup = {}
self.object_patches = {}
self.object_patches_backup = {}
self.model_options = {"transformer_options":{}}
self.model_size()
self.load_device = load_device
@@ -38,6 +40,7 @@ class ModelPatcher:
for k in self.patches:
n.patches[k] = self.patches[k][:]
n.object_patches = self.object_patches.copy()
n.model_options = copy.deepcopy(self.model_options)
n.model_keys = self.model_keys
return n
@@ -91,6 +94,9 @@ class ModelPatcher:
def set_model_output_block_patch(self, patch):
self.set_model_patch(patch, "output_block_patch")
def add_object_patch(self, name, obj):
self.object_patches[name] = obj
def model_patches_to(self, device):
to = self.model_options["transformer_options"]
if "patches" in to:
@@ -107,10 +113,10 @@ class ModelPatcher:
for k in patch_list:
if hasattr(patch_list[k], "to"):
patch_list[k] = patch_list[k].to(device)
if "unet_wrapper_function" in self.model_options:
wrap_func = self.model_options["unet_wrapper_function"]
if "model_function_wrapper" in self.model_options:
wrap_func = self.model_options["model_function_wrapper"]
if hasattr(wrap_func, "to"):
self.model_options["unet_wrapper_function"] = wrap_func.to(device)
self.model_options["model_function_wrapper"] = wrap_func.to(device)
def model_dtype(self):
if hasattr(self.model, "get_dtype"):
@@ -128,6 +134,7 @@ class ModelPatcher:
return list(p)
def get_key_patches(self, filter_prefix=None):
fcbh.model_management.unload_model_clones(self)
model_sd = self.model_state_dict()
p = {}
for k in model_sd:
@@ -150,6 +157,12 @@ class ModelPatcher:
return sd
def patch_model(self, device_to=None):
for k in self.object_patches:
old = getattr(self.model, k)
if k not in self.object_patches_backup:
self.object_patches_backup[k] = old
setattr(self.model, k, self.object_patches[k])
model_sd = self.model_state_dict()
for key in self.patches:
if key not in model_sd:
@@ -290,3 +303,9 @@ class ModelPatcher:
if device_to is not None:
self.model.to(device_to)
self.current_device = device_to
keys = list(self.object_patches_backup.keys())
for k in keys:
setattr(self.model, k, self.object_patches_backup[k])
self.object_patches_backup = {}