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Stable Diffusion Webui
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novelai-storage
Stable Diffusion Webui
Commits
0550659c
Commit
0550659c
authored
Oct 19, 2023
by
v0xie
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style: fix ambiguous variable name
parent
d10c4db5
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extensions-builtin/Lora/network_oft.py
extensions-builtin/Lora/network_oft.py
+2
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extensions-builtin/Lora/network_oft.py
View file @
0550659c
...
...
@@ -43,8 +43,8 @@ class NetworkModuleOFT(network.NetworkModule):
norm_Q
=
torch
.
norm
(
block_Q
.
flatten
())
new_norm_Q
=
torch
.
clamp
(
norm_Q
,
max
=
self
.
constraint
)
block_Q
=
block_Q
*
((
new_norm_Q
+
1e-8
)
/
(
norm_Q
+
1e-8
))
I
=
torch
.
eye
(
self
.
block_size
,
device
=
self
.
oft_blocks
.
device
)
.
unsqueeze
(
0
)
.
repeat
(
self
.
num_blocks
,
1
,
1
)
block_R
=
torch
.
matmul
(
I
+
block_Q
,
(
I
-
block_Q
)
.
inverse
())
m_
I
=
torch
.
eye
(
self
.
block_size
,
device
=
self
.
oft_blocks
.
device
)
.
unsqueeze
(
0
)
.
repeat
(
self
.
num_blocks
,
1
,
1
)
block_R
=
torch
.
matmul
(
m_I
+
block_Q
,
(
m_
I
-
block_Q
)
.
inverse
())
#block_R_weighted = multiplier * block_R + (1 - multiplier) * I
#R = torch.block_diag(*block_R_weighted)
R
=
torch
.
block_diag
(
*
block_R
)
...
...
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