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novelai-storage
Stable Diffusion Webui
Commits
b2ae4490
Commit
b2ae4490
authored
May 16, 2024
by
huchenlei
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Fix LoRA bias error
parent
51b13a8c
Changes
1
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3 deletions
+5
-3
extensions-builtin/Lora/networks.py
extensions-builtin/Lora/networks.py
+5
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extensions-builtin/Lora/networks.py
View file @
b2ae4490
...
@@ -379,15 +379,17 @@ def network_apply_weights(self: Union[torch.nn.Conv2d, torch.nn.Linear, torch.nn
...
@@ -379,15 +379,17 @@ def network_apply_weights(self: Union[torch.nn.Conv2d, torch.nn.Linear, torch.nn
bias_backup
=
getattr
(
self
,
"network_bias_backup"
,
None
)
bias_backup
=
getattr
(
self
,
"network_bias_backup"
,
None
)
if
bias_backup
is
None
and
wanted_names
!=
():
if
bias_backup
is
None
and
wanted_names
!=
():
if
current_names
!=
():
raise
RuntimeError
(
"no backup bias found and current bias are not unchanged"
)
if
isinstance
(
self
,
torch
.
nn
.
MultiheadAttention
)
and
self
.
out_proj
.
bias
is
not
None
:
if
isinstance
(
self
,
torch
.
nn
.
MultiheadAttention
)
and
self
.
out_proj
.
bias
is
not
None
:
bias_backup
=
self
.
out_proj
.
bias
.
to
(
devices
.
cpu
,
copy
=
True
)
bias_backup
=
self
.
out_proj
.
bias
.
to
(
devices
.
cpu
,
copy
=
True
)
elif
getattr
(
self
,
'bias'
,
None
)
is
not
None
:
elif
getattr
(
self
,
'bias'
,
None
)
is
not
None
:
bias_backup
=
self
.
bias
.
to
(
devices
.
cpu
,
copy
=
True
)
bias_backup
=
self
.
bias
.
to
(
devices
.
cpu
,
copy
=
True
)
else
:
else
:
bias_backup
=
None
bias_backup
=
None
# Unlike weight which always has value, some modules don't have bias.
# Only report if bias is not None and current bias are not unchanged.
if
bias_backup
is
not
None
and
current_names
!=
():
raise
RuntimeError
(
"no backup bias found and current bias are not unchanged"
)
self
.
network_bias_backup
=
bias_backup
self
.
network_bias_backup
=
bias_backup
if
current_names
!=
wanted_names
:
if
current_names
!=
wanted_names
:
...
...
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