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Administrator
stable-diffusion-webui
Commits
821e2b88
Commit
821e2b88
authored
Nov 04, 2022
by
TinkTheBoush
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change option position to Training setting
parent
af6fba24
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Showing
4 changed files
with
7 additions
and
7 deletions
+7
-7
hypernetwork.py
modules/hypernetworks/hypernetwork.py
+2
-2
shared.py
modules/shared.py
+1
-0
dataset.py
modules/textual_inversion/dataset.py
+2
-3
textual_inversion.py
modules/textual_inversion/textual_inversion.py
+2
-2
No files found.
modules/hypernetworks/hypernetwork.py
View file @
821e2b88
...
...
@@ -331,7 +331,7 @@ def report_statistics(loss_info:dict):
def
train_hypernetwork
(
hypernetwork_name
,
learn_rate
,
batch_size
,
data_root
,
log_directory
,
training_width
,
training_height
,
steps
,
create_image_every
,
save_hypernetwork_every
,
template_file
,
preview_from_txt2img
,
shuffle_tags
,
preview_prompt
,
preview_negative_prompt
,
preview_steps
,
preview_sampler_index
,
preview_cfg_scale
,
preview_seed
,
preview_width
,
preview_height
):
def
train_hypernetwork
(
hypernetwork_name
,
learn_rate
,
batch_size
,
data_root
,
log_directory
,
training_width
,
training_height
,
steps
,
create_image_every
,
save_hypernetwork_every
,
template_file
,
preview_from_txt2img
,
preview_prompt
,
preview_negative_prompt
,
preview_steps
,
preview_sampler_index
,
preview_cfg_scale
,
preview_seed
,
preview_width
,
preview_height
):
# images allows training previews to have infotext. Importing it at the top causes a circular import problem.
from
modules
import
images
...
...
@@ -376,7 +376,7 @@ def train_hypernetwork(hypernetwork_name, learn_rate, batch_size, data_root, log
# dataset loading may take a while, so input validations and early returns should be done before this
shared
.
state
.
textinfo
=
f
"Preparing dataset from {html.escape(data_root)}..."
with
torch
.
autocast
(
"cuda"
):
ds
=
modules
.
textual_inversion
.
dataset
.
PersonalizedBase
(
data_root
=
data_root
,
width
=
training_width
,
height
=
training_height
,
repeats
=
shared
.
opts
.
training_image_repeats_per_epoch
,
placeholder_token
=
hypernetwork_name
,
shuffle_tags
=
shuffle_tags
,
model
=
shared
.
sd_model
,
device
=
devices
.
device
,
template_file
=
template_file
,
include_cond
=
True
,
batch_size
=
batch_size
)
ds
=
modules
.
textual_inversion
.
dataset
.
PersonalizedBase
(
data_root
=
data_root
,
width
=
training_width
,
height
=
training_height
,
repeats
=
shared
.
opts
.
training_image_repeats_per_epoch
,
placeholder_token
=
hypernetwork_name
,
model
=
shared
.
sd_model
,
device
=
devices
.
device
,
template_file
=
template_file
,
include_cond
=
True
,
batch_size
=
batch_size
)
if
unload
:
shared
.
sd_model
.
cond_stage_model
.
to
(
devices
.
cpu
)
...
...
modules/shared.py
View file @
821e2b88
...
...
@@ -290,6 +290,7 @@ options_templates.update(options_section(('system', "System"), {
options_templates
.
update
(
options_section
((
'training'
,
"Training"
),
{
"unload_models_when_training"
:
OptionInfo
(
False
,
"Move VAE and CLIP to RAM when training if possible. Saves VRAM."
),
"shuffle_tags"
:
OptionInfo
(
False
,
"Shuffleing tags by "
,
" when create texts."
),
"dataset_filename_word_regex"
:
OptionInfo
(
""
,
"Filename word regex"
),
"dataset_filename_join_string"
:
OptionInfo
(
" "
,
"Filename join string"
),
"training_image_repeats_per_epoch"
:
OptionInfo
(
1
,
"Number of repeats for a single input image per epoch; used only for displaying epoch number"
,
gr
.
Number
,
{
"precision"
:
0
}),
...
...
modules/textual_inversion/dataset.py
View file @
821e2b88
...
...
@@ -24,7 +24,7 @@ class DatasetEntry:
class
PersonalizedBase
(
Dataset
):
def
__init__
(
self
,
data_root
,
width
,
height
,
repeats
,
flip_p
=
0.5
,
placeholder_token
=
"*"
,
shuffle_tags
=
True
,
model
=
None
,
device
=
None
,
template_file
=
None
,
include_cond
=
False
,
batch_size
=
1
):
def
__init__
(
self
,
data_root
,
width
,
height
,
repeats
,
flip_p
=
0.5
,
placeholder_token
=
"*"
,
model
=
None
,
device
=
None
,
template_file
=
None
,
include_cond
=
False
,
batch_size
=
1
):
re_word
=
re
.
compile
(
shared
.
opts
.
dataset_filename_word_regex
)
if
len
(
shared
.
opts
.
dataset_filename_word_regex
)
>
0
else
None
self
.
placeholder_token
=
placeholder_token
...
...
@@ -33,7 +33,6 @@ class PersonalizedBase(Dataset):
self
.
width
=
width
self
.
height
=
height
self
.
flip
=
transforms
.
RandomHorizontalFlip
(
p
=
flip_p
)
self
.
shuffle_tags
=
shuffle_tags
self
.
dataset
=
[]
...
...
@@ -99,7 +98,7 @@ class PersonalizedBase(Dataset):
def
create_text
(
self
,
filename_text
):
text
=
random
.
choice
(
self
.
lines
)
text
=
text
.
replace
(
"[name]"
,
self
.
placeholder_token
)
if
s
elf
.
tag_shuffle
:
if
s
hared
.
opts
.
shuffle_tags
:
tags
=
filename_text
.
split
(
','
)
random
.
shuffle
(
tags
)
text
=
text
.
replace
(
"[filewords]"
,
','
.
join
(
tags
))
...
...
modules/textual_inversion/textual_inversion.py
View file @
821e2b88
...
...
@@ -224,7 +224,7 @@ def validate_train_inputs(model_name, learn_rate, batch_size, data_root, templat
if
save_model_every
or
create_image_every
:
assert
log_directory
,
"Log directory is empty"
def
train_embedding
(
embedding_name
,
learn_rate
,
batch_size
,
data_root
,
log_directory
,
training_width
,
training_height
,
steps
,
create_image_every
,
save_embedding_every
,
template_file
,
save_image_with_stored_embedding
,
preview_from_txt2img
,
shuffle_tags
,
preview_prompt
,
preview_negative_prompt
,
preview_steps
,
preview_sampler_index
,
preview_cfg_scale
,
preview_seed
,
preview_width
,
preview_height
):
def
train_embedding
(
embedding_name
,
learn_rate
,
batch_size
,
data_root
,
log_directory
,
training_width
,
training_height
,
steps
,
create_image_every
,
save_embedding_every
,
template_file
,
save_image_with_stored_embedding
,
preview_from_txt2img
,
preview_prompt
,
preview_negative_prompt
,
preview_steps
,
preview_sampler_index
,
preview_cfg_scale
,
preview_seed
,
preview_width
,
preview_height
):
save_embedding_every
=
save_embedding_every
or
0
create_image_every
=
create_image_every
or
0
validate_train_inputs
(
embedding_name
,
learn_rate
,
batch_size
,
data_root
,
template_file
,
steps
,
save_embedding_every
,
create_image_every
,
log_directory
,
name
=
"embedding"
)
...
...
@@ -272,7 +272,7 @@ def train_embedding(embedding_name, learn_rate, batch_size, data_root, log_direc
# dataset loading may take a while, so input validations and early returns should be done before this
shared
.
state
.
textinfo
=
f
"Preparing dataset from {html.escape(data_root)}..."
with
torch
.
autocast
(
"cuda"
):
ds
=
modules
.
textual_inversion
.
dataset
.
PersonalizedBase
(
data_root
=
data_root
,
width
=
training_width
,
height
=
training_height
,
repeats
=
shared
.
opts
.
training_image_repeats_per_epoch
,
placeholder_token
=
embedding_name
,
shuffle_tags
=
shuffle_tags
,
model
=
shared
.
sd_model
,
device
=
devices
.
device
,
template_file
=
template_file
,
batch_size
=
batch_size
)
ds
=
modules
.
textual_inversion
.
dataset
.
PersonalizedBase
(
data_root
=
data_root
,
width
=
training_width
,
height
=
training_height
,
repeats
=
shared
.
opts
.
training_image_repeats_per_epoch
,
placeholder_token
=
embedding_name
,
model
=
shared
.
sd_model
,
device
=
devices
.
device
,
template_file
=
template_file
,
batch_size
=
batch_size
)
if
unload
:
shared
.
sd_model
.
first_stage_model
.
to
(
devices
.
cpu
)
...
...
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