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-rw-r--r--modules/sd_vae.py90
1 files changed, 71 insertions, 19 deletions
diff --git a/modules/sd_vae.py b/modules/sd_vae.py
index 0bd5e19b..1db01992 100644
--- a/modules/sd_vae.py
+++ b/modules/sd_vae.py
@@ -1,6 +1,9 @@
import os
import collections
-from modules import paths, shared, devices, script_callbacks, sd_models, extra_networks
+from dataclasses import dataclass
+
+from modules import paths, shared, devices, script_callbacks, sd_models, extra_networks, lowvram, sd_hijack, hashes
+
import glob
from copy import deepcopy
@@ -17,6 +20,20 @@ checkpoint_info = None
checkpoints_loaded = collections.OrderedDict()
+def get_loaded_vae_name():
+ if loaded_vae_file is None:
+ return None
+
+ return os.path.basename(loaded_vae_file)
+
+
+def get_loaded_vae_hash():
+ if loaded_vae_file is None:
+ return None
+
+ return hashes.sha256(loaded_vae_file, 'vae')[0:10]
+
+
def get_base_vae(model):
if base_vae is not None and checkpoint_info == model.sd_checkpoint_info and model:
return base_vae
@@ -97,37 +114,74 @@ def find_vae_near_checkpoint(checkpoint_file):
return None
-def resolve_vae(checkpoint_file):
- if shared.cmd_opts.vae_path is not None:
- return shared.cmd_opts.vae_path, 'from commandline argument'
+@dataclass
+class VaeResolution:
+ vae: str = None
+ source: str = None
+ resolved: bool = True
+ def tuple(self):
+ return self.vae, self.source
+
+
+def is_automatic():
+ return shared.opts.sd_vae in {"Automatic", "auto"} # "auto" for people with old config
+
+
+def resolve_vae_from_setting() -> VaeResolution:
+ if shared.opts.sd_vae == "None":
+ return VaeResolution()
+
+ vae_from_options = vae_dict.get(shared.opts.sd_vae, None)
+ if vae_from_options is not None:
+ return VaeResolution(vae_from_options, 'specified in settings')
+
+ if not is_automatic():
+ print(f"Couldn't find VAE named {shared.opts.sd_vae}; using None instead")
+
+ return VaeResolution(resolved=False)
+
+
+def resolve_vae_from_user_metadata(checkpoint_file) -> VaeResolution:
metadata = extra_networks.get_user_metadata(checkpoint_file)
vae_metadata = metadata.get("vae", None)
if vae_metadata is not None and vae_metadata != "Automatic":
if vae_metadata == "None":
- return None, None
+ return VaeResolution()
vae_from_metadata = vae_dict.get(vae_metadata, None)
if vae_from_metadata is not None:
- return vae_from_metadata, "from user metadata"
+ return VaeResolution(vae_from_metadata, "from user metadata")
+
+ return VaeResolution(resolved=False)
- is_automatic = shared.opts.sd_vae in {"Automatic", "auto"} # "auto" for people with old config
+def resolve_vae_near_checkpoint(checkpoint_file) -> VaeResolution:
vae_near_checkpoint = find_vae_near_checkpoint(checkpoint_file)
if vae_near_checkpoint is not None and (shared.opts.sd_vae_as_default or is_automatic):
- return vae_near_checkpoint, 'found near the checkpoint'
+ return VaeResolution(vae_near_checkpoint, 'found near the checkpoint')
- if shared.opts.sd_vae == "None":
- return None, None
+ return VaeResolution(resolved=False)
- vae_from_options = vae_dict.get(shared.opts.sd_vae, None)
- if vae_from_options is not None:
- return vae_from_options, 'specified in settings'
- if not is_automatic:
- print(f"Couldn't find VAE named {shared.opts.sd_vae}; using None instead")
+def resolve_vae(checkpoint_file) -> VaeResolution:
+ if shared.cmd_opts.vae_path is not None:
+ return VaeResolution(shared.cmd_opts.vae_path, 'from commandline argument')
+
+ if shared.opts.sd_vae_overrides_per_model_preferences and not is_automatic():
+ return resolve_vae_from_setting()
- return None, None
+ res = resolve_vae_from_user_metadata(checkpoint_file)
+ if res.resolved:
+ return res
+
+ res = resolve_vae_near_checkpoint(checkpoint_file)
+ if res.resolved:
+ return res
+
+ res = resolve_vae_from_setting()
+
+ return res
def load_vae_dict(filename, map_location):
@@ -192,8 +246,6 @@ unspecified = object()
def reload_vae_weights(sd_model=None, vae_file=unspecified):
- from modules import lowvram, devices, sd_hijack
-
if not sd_model:
sd_model = shared.sd_model
@@ -201,7 +253,7 @@ def reload_vae_weights(sd_model=None, vae_file=unspecified):
checkpoint_file = checkpoint_info.filename
if vae_file == unspecified:
- vae_file, vae_source = resolve_vae(checkpoint_file)
+ vae_file, vae_source = resolve_vae(checkpoint_file).tuple()
else:
vae_source = "from function argument"