2022-08-29 01:40:48 +03:00
import gradio as gr
2022-09-01 16:18:17 +03:00
from frontend . css_and_js import css , js , call_JS , js_parse_prompt , js_copy_txt2img_output
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
from frontend . job_manager import JobManager
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import frontend . ui_functions as uifn
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
import uuid
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import torch
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
2022-09-07 22:19:00 +03:00
def draw_gradio_ui ( opt , img2img = lambda x : x , txt2img = lambda x : x , imgproc = lambda x : x , txt2img_defaults = { } ,
RealESRGAN = True , GFPGAN = True , LDSR = True ,
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txt2img_toggles = { } , txt2img_toggle_defaults = ' k_euler ' , show_embeddings = False , img2img_defaults = { } ,
img2img_toggles = { } , img2img_toggle_defaults = { } , sample_img2img = None , img2img_mask_modes = None ,
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img2img_resize_modes = None , imgproc_defaults = { } , imgproc_mode_toggles = { } , user_defaults = { } ,
run_GFPGAN = lambda x : x , run_RealESRGAN = lambda x : x ,
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
job_manager : JobManager = None ) - > gr . Blocks :
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with gr . Blocks ( css = css ( opt ) , analytics_enabled = False , title = " Stable Diffusion WebUI " ) as demo :
with gr . Tabs ( elem_id = ' tabss ' ) as tabs :
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with gr . TabItem ( " Text-to-Image " , id = ' txt2img_tab ' ) :
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with gr . Row ( elem_id = " prompt_row " ) :
txt2img_prompt = gr . Textbox ( label = " Prompt " ,
elem_id = ' prompt_input ' ,
placeholder = " A corgi wearing a top hat as an oil painting. " ,
lines = 1 ,
max_lines = 1 if txt2img_defaults [ ' submit_on_enter ' ] == ' Yes ' else 25 ,
value = txt2img_defaults [ ' prompt ' ] ,
show_label = False )
txt2img_btn = gr . Button ( " Generate " , elem_id = " generate " , variant = " primary " )
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with gr . Row ( elem_id = ' body ' ) . style ( equal_height = False ) :
with gr . Column ( ) :
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txt2img_width = gr . Slider ( minimum = 64 , maximum = 1024 , step = 64 , label = " Width " ,
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value = txt2img_defaults [ " width " ] )
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txt2img_height = gr . Slider ( minimum = 64 , maximum = 1024 , step = 64 , label = " Height " ,
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value = txt2img_defaults [ " height " ] )
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txt2img_cfg = gr . Slider ( minimum = - 40.0 , maximum = 30.0 , step = 0.5 ,
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label = ' Classifier Free Guidance Scale (how strongly the image should follow the prompt) ' ,
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value = txt2img_defaults [ ' cfg_scale ' ] , elem_id = ' cfg_slider ' )
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txt2img_seed = gr . Textbox ( label = " Seed (blank to randomize) " , lines = 1 , max_lines = 1 ,
value = txt2img_defaults [ " seed " ] )
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txt2img_batch_size = gr . Slider ( minimum = 1 , maximum = 50 , step = 1 ,
label = ' Images per batch ' ,
value = txt2img_defaults [ ' batch_size ' ] )
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txt2img_batch_count = gr . Slider ( minimum = 1 , maximum = 50 , step = 1 ,
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label = ' Number of batches to generate ' ,
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value = txt2img_defaults [ ' n_iter ' ] )
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Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
txt2img_job_ui = job_manager . draw_gradio_ui ( ) if job_manager else None
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txt2img_dimensions_info_text_box = gr . Textbox (
label = " Aspect ratio (4:3 = 1.333 | 16:9 = 1.777 | 21:9 = 2.333) " )
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with gr . Column ( ) :
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with gr . Box ( ) :
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output_txt2img_gallery = gr . Gallery ( label = " Images " , elem_id = " txt2img_gallery_output " ) . style (
grid = [ 4 , 4 ] )
gr . Markdown (
" Select an image from the gallery, then click one of the buttons below to perform an action. " )
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with gr . Row ( elem_id = ' txt2img_actions_row ' ) :
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gr . Button ( " Copy to clipboard " ) . click (
fn = None ,
inputs = output_txt2img_gallery ,
outputs = [ ] ,
_js = call_JS (
" copyImageFromGalleryToClipboard " ,
fromId = " txt2img_gallery_output "
)
)
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output_txt2img_copy_to_input_btn = gr . Button ( " Push to img2img " )
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output_txt2img_to_imglab = gr . Button ( " Send to Lab " , visible = True )
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output_txt2img_params = gr . Highlightedtext ( label = " Generation parameters " , interactive = False ,
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elem_id = ' txt2img_highlight ' )
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with gr . Group ( ) :
with gr . Row ( elem_id = ' txt2img_output_row ' ) :
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output_txt2img_copy_params = gr . Button ( " Copy full parameters " ) . click (
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inputs = [ output_txt2img_params ] ,
outputs = [ ] ,
_js = call_JS (
' copyFullOutput ' ,
fromId = ' txt2img_highlight '
) ,
fn = None , show_progress = False
)
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output_txt2img_seed = gr . Number ( label = ' Seed ' , interactive = False , visible = False )
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output_txt2img_copy_seed = gr . Button ( " Copy only seed " ) . click (
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inputs = [ output_txt2img_seed ] ,
outputs = [ ] ,
_js = call_JS ( ' gradioInputToClipboard ' ) ,
fn = None ,
show_progress = False
)
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output_txt2img_stats = gr . HTML ( label = ' Stats ' )
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with gr . Column ( ) :
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txt2img_steps = gr . Slider ( minimum = 1 , maximum = 250 , step = 1 , label = " Sampling Steps " ,
value = txt2img_defaults [ ' ddim_steps ' ] )
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txt2img_sampling = gr . Dropdown ( label = ' Sampling method (k_lms is default k-diffusion sampler) ' ,
choices = [ " DDIM " , " PLMS " , ' k_dpm_2_a ' , ' k_dpm_2 ' , ' k_euler_a ' ,
' k_euler ' , ' k_heun ' , ' k_lms ' ] ,
value = txt2img_defaults [ ' sampler_name ' ] )
with gr . Tabs ( ) :
with gr . TabItem ( ' Simple ' ) :
txt2img_submit_on_enter = gr . Radio ( [ ' Yes ' , ' No ' ] ,
label = " Submit on enter? (no means multiline) " ,
value = txt2img_defaults [ ' submit_on_enter ' ] ,
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interactive = True , elem_id = ' submit_on_enter ' )
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txt2img_submit_on_enter . change (
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lambda x : gr . update ( max_lines = 1 if x == ' Yes ' else 25 ) , txt2img_submit_on_enter ,
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txt2img_prompt )
with gr . TabItem ( ' Advanced ' ) :
txt2img_toggles = gr . CheckboxGroup ( label = ' ' , choices = txt2img_toggles ,
value = txt2img_toggle_defaults , type = " index " )
txt2img_realesrgan_model_name = gr . Dropdown ( label = ' RealESRGAN model ' ,
choices = [ ' RealESRGAN_x4plus ' ,
' RealESRGAN_x4plus_anime_6B ' ] ,
value = ' RealESRGAN_x4plus ' ,
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visible = False ) # RealESRGAN is not None # invisible until removed) # TODO: Feels like I shouldnt slot it in here.
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txt2img_ddim_eta = gr . Slider ( minimum = 0.0 , maximum = 1.0 , step = 0.01 , label = " DDIM ETA " ,
value = txt2img_defaults [ ' ddim_eta ' ] , visible = False )
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txt2img_variant_amount = gr . Slider ( minimum = 0.0 , maximum = 1.0 , label = ' Variation Amount ' ,
value = txt2img_defaults [ ' variant_amount ' ] )
txt2img_variant_seed = gr . Textbox ( label = " Variant Seed (blank to randomize) " , lines = 1 ,
max_lines = 1 , value = txt2img_defaults [ " variant_seed " ] )
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txt2img_embeddings = gr . File ( label = " Embeddings file for textual inversion " ,
visible = show_embeddings )
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
txt2img_func = txt2img
txt2img_inputs = [ txt2img_prompt , txt2img_steps , txt2img_sampling , txt2img_toggles ,
txt2img_realesrgan_model_name , txt2img_ddim_eta , txt2img_batch_count ,
txt2img_batch_size , txt2img_cfg , txt2img_seed , txt2img_height , txt2img_width ,
txt2img_embeddings , txt2img_variant_amount , txt2img_variant_seed ]
txt2img_outputs = [ output_txt2img_gallery , output_txt2img_seed ,
output_txt2img_params , output_txt2img_stats ]
# If a JobManager was passed in then wrap the Generate functions
if txt2img_job_ui :
txt2img_func , txt2img_inputs , txt2img_outputs = txt2img_job_ui . wrap_func (
func = txt2img_func ,
inputs = txt2img_inputs ,
outputs = txt2img_outputs
)
2022-09-13 22:25:51 +03:00
use_queue = False
else :
use_queue = True
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
2022-08-29 01:40:48 +03:00
txt2img_btn . click (
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
txt2img_func ,
txt2img_inputs ,
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txt2img_outputs ,
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api_name = ' txt2img ' ,
queue = use_queue
2022-08-29 01:40:48 +03:00
)
txt2img_prompt . submit (
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
txt2img_func ,
txt2img_inputs ,
2022-09-13 22:25:51 +03:00
txt2img_outputs ,
queue = use_queue
2022-08-29 01:40:48 +03:00
)
2022-09-03 11:07:17 +03:00
2022-09-09 17:58:59 +03:00
txt2img_width . change ( fn = uifn . update_dimensions_info , inputs = [ txt2img_width , txt2img_height ] , outputs = txt2img_dimensions_info_text_box )
txt2img_height . change ( fn = uifn . update_dimensions_info , inputs = [ txt2img_width , txt2img_height ] , outputs = txt2img_dimensions_info_text_box )
2022-09-15 20:39:05 +03:00
txt2img_dimensions_info_text_box . value = uifn . update_dimensions_info ( txt2img_width . value , txt2img_height . value )
2022-09-03 11:07:17 +03:00
2022-09-13 00:37:56 +03:00
# Temporarily disable prompt parsing until memory issues could be solved
# See #676
# live_prompt_params = [txt2img_prompt, txt2img_width, txt2img_height, txt2img_steps, txt2img_seed,
# txt2img_batch_count, txt2img_cfg]
# txt2img_prompt.change(
# fn=None,
# inputs=live_prompt_params,
# outputs=live_prompt_params,
# _js=js_parse_prompt
# )
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2022-09-01 16:18:17 +03:00
with gr . TabItem ( " Image-to-Image Unified " , id = " img2img_tab " ) :
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with gr . Row ( elem_id = " prompt_row " ) :
img2img_prompt = gr . Textbox ( label = " Prompt " ,
elem_id = ' img2img_prompt_input ' ,
placeholder = " A fantasy landscape, trending on artstation. " ,
lines = 1 ,
max_lines = 1 if txt2img_defaults [ ' submit_on_enter ' ] == ' Yes ' else 25 ,
value = img2img_defaults [ ' prompt ' ] ,
show_label = False ) . style ( )
2022-09-01 16:18:17 +03:00
2022-08-29 01:40:48 +03:00
img2img_btn_mask = gr . Button ( " Generate " , variant = " primary " , visible = False ,
elem_id = " img2img_mask_btn " )
img2img_btn_editor = gr . Button ( " Generate " , variant = " primary " , elem_id = " img2img_edit_btn " )
with gr . Row ( ) . style ( equal_height = False ) :
with gr . Column ( ) :
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gr . Markdown ( ' #### Img2Img Input ' )
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img2img_image_mask = gr . Image (
value = sample_img2img ,
source = " upload " ,
interactive = True ,
type = " pil " , tool = " sketch " ,
elem_id = " img2img_mask " ,
image_mode = " RGBA "
)
img2img_image_editor = gr . Image (
value = sample_img2img ,
source = " upload " ,
interactive = True ,
type = " pil " ,
tool = " select " ,
visible = False ,
image_mode = " RGBA " ,
elem_id = " img2img_editor "
)
2022-08-29 01:40:48 +03:00
2022-08-30 19:29:05 +03:00
with gr . Tabs ( ) :
2022-09-01 16:18:17 +03:00
with gr . TabItem ( " Editor Options " ) :
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
with gr . Row ( ) :
2022-09-07 22:19:00 +03:00
# disable Uncrop for now
2022-09-09 08:24:46 +03:00
choices = [ " Mask " , " Crop " , " Uncrop " ]
#choices=["Mask", "Crop"]
img2img_image_editor_mode = gr . Radio ( choices = choices ,
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label = " Image Editor Mode " ,
value = " Mask " , elem_id = ' edit_mode_select ' ,
visible = True )
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img2img_mask = gr . Radio ( choices = [ " Keep masked area " , " Regenerate only masked area " ] ,
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label = " Mask Mode " , type = " index " ,
value = img2img_mask_modes [ img2img_defaults [ ' mask_mode ' ] ] ,
visible = True )
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2022-09-18 12:31:17 +03:00
img2img_mask_restore = gr . Checkbox ( label = " Only modify regenerated parts of image " ,
2022-09-10 00:07:14 +03:00
value = img2img_defaults [ ' mask_restore ' ] ,
visible = True )
img2img_mask_blur_strength = gr . Slider ( minimum = 1 , maximum = 100 , step = 1 ,
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label = " How much blurry should the mask be? (to avoid hard edges) " ,
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value = 3 , visible = True )
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2022-08-30 19:29:05 +03:00
img2img_resize = gr . Radio ( label = " Resize mode " ,
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choices = [ " Just resize " , " Crop and resize " ,
" Resize and fill " ] ,
type = " index " ,
value = img2img_resize_modes [
img2img_defaults [ ' resize_mode ' ] ] , visible = False )
2022-09-01 16:18:17 +03:00
2022-08-30 19:29:05 +03:00
img2img_painterro_btn = gr . Button ( " Advanced Editor " )
with gr . TabItem ( " Hints " ) :
img2img_help = gr . Markdown ( visible = False , value = uifn . help_text )
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with gr . Column ( ) :
gr . Markdown ( ' #### Img2Img Results ' )
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output_img2img_gallery = gr . Gallery ( label = " Images " , elem_id = " img2img_gallery_output " ) . style (
grid = [ 4 , 4 , 4 ] )
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
img2img_job_ui = job_manager . draw_gradio_ui ( ) if job_manager else None
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with gr . Tabs ( ) :
with gr . TabItem ( " Generated image actions " , id = " img2img_actions_tab " ) :
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gr . Markdown ( " Select an image, then press one of the buttons below " )
with gr . Row ( ) :
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output_img2img_copy_to_clipboard_btn = gr . Button ( " Copy to clipboard " )
output_img2img_copy_to_input_btn = gr . Button ( " Push to img2img input " )
output_img2img_copy_to_mask_btn = gr . Button ( " Push to img2img input mask " )
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gr . Markdown ( " Warning: This will clear your current image and mask settings! " )
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with gr . TabItem ( " Output info " , id = " img2img_output_info_tab " ) :
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output_img2img_params = gr . Highlightedtext (
label = " Generation parameters " , interactive = False ,
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elem_id = ' img2img_highlight ' )
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with gr . Row ( ) :
output_img2img_copy_params = gr . Button ( " Copy full parameters " ) . click (
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inputs = output_img2img_params ,
outputs = [ ] ,
_js = call_JS (
' copyFullOutput ' ,
fromId = ' img2img_highlight '
) ,
fn = None ,
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show_progress = False )
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output_img2img_seed = gr . Number ( label = ' Seed ' , interactive = False , visible = False )
output_img2img_copy_seed = gr . Button ( " Copy only seed " ) . click (
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inputs = output_img2img_seed ,
outputs = [ ] ,
_js = call_JS ( " gradioInputToClipboard " ) ,
fn = None ,
show_progress = False
)
2022-08-29 01:40:48 +03:00
output_img2img_stats = gr . HTML ( label = ' Stats ' )
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
2022-08-29 01:40:48 +03:00
gr . Markdown ( ' # img2img settings ' )
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with gr . Row ( ) :
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with gr . Column ( ) :
img2img_width = gr . Slider ( minimum = 64 , maximum = 2048 , step = 64 , label = " Width " ,
value = img2img_defaults [ " width " ] )
img2img_height = gr . Slider ( minimum = 64 , maximum = 2048 , step = 64 , label = " Height " ,
value = img2img_defaults [ " height " ] )
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img2img_cfg = gr . Slider ( minimum = - 40.0 , maximum = 30.0 , step = 0.5 ,
label = ' Classifier Free Guidance Scale (how strongly the image should follow the prompt) ' ,
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value = img2img_defaults [ ' cfg_scale ' ] , elem_id = ' cfg_slider ' )
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img2img_seed = gr . Textbox ( label = " Seed (blank to randomize) " , lines = 1 , max_lines = 1 ,
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value = img2img_defaults [ " seed " ] )
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img2img_batch_count = gr . Slider ( minimum = 1 , maximum = 50 , step = 1 ,
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label = ' Batch count (how many batches of images to generate) ' ,
value = img2img_defaults [ ' n_iter ' ] )
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img2img_dimensions_info_text_box = gr . Textbox (
label = " Aspect ratio (4:3 = 1.333 | 16:9 = 1.777 | 21:9 = 2.333) " )
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with gr . Column ( ) :
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img2img_steps = gr . Slider ( minimum = 1 , maximum = 250 , step = 1 , label = " Sampling Steps " ,
value = img2img_defaults [ ' ddim_steps ' ] )
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img2img_sampling = gr . Dropdown ( label = ' Sampling method (k_lms is default k-diffusion sampler) ' ,
choices = [ " DDIM " , ' k_dpm_2_a ' , ' k_dpm_2 ' , ' k_euler_a ' , ' k_euler ' ,
' k_heun ' , ' k_lms ' ] ,
value = img2img_defaults [ ' sampler_name ' ] )
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img2img_denoising = gr . Slider ( minimum = 0.0 , maximum = 1.0 , step = 0.01 , label = ' Denoising Strength ' ,
value = img2img_defaults [ ' denoising_strength ' ] )
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img2img_toggles = gr . CheckboxGroup ( label = ' ' , choices = img2img_toggles ,
value = img2img_toggle_defaults , type = " index " )
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img2img_realesrgan_model_name = gr . Dropdown ( label = ' RealESRGAN model ' ,
choices = [ ' RealESRGAN_x4plus ' ,
' RealESRGAN_x4plus_anime_6B ' ] ,
value = ' RealESRGAN_x4plus ' ,
visible = RealESRGAN is not None ) # TODO: Feels like I shouldnt slot it in here.
img2img_embeddings = gr . File ( label = " Embeddings file for textual inversion " ,
visible = show_embeddings )
img2img_image_editor_mode . change (
uifn . change_image_editor_mode ,
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[ img2img_image_editor_mode ,
img2img_image_editor ,
img2img_image_mask ,
img2img_resize ,
img2img_width ,
img2img_height
] ,
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[ img2img_image_editor , img2img_image_mask , img2img_btn_editor , img2img_btn_mask ,
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img2img_painterro_btn , img2img_mask , img2img_mask_blur_strength , img2img_mask_restore ]
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)
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# img2img_image_editor_mode.change(
# uifn.update_image_mask,
# [img2img_image_editor, img2img_resize, img2img_width, img2img_height],
# img2img_image_mask
# )
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output_txt2img_copy_to_input_btn . click (
uifn . copy_img_to_input ,
[ output_txt2img_gallery ] ,
[ img2img_image_editor , img2img_image_mask , tabs ] ,
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_js = call_JS ( " moveImageFromGallery " ,
fromId = " txt2img_gallery_output " ,
toId = " img2img_editor " )
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)
output_img2img_copy_to_input_btn . click (
uifn . copy_img_to_edit ,
[ output_img2img_gallery ] ,
[ img2img_image_editor , tabs , img2img_image_editor_mode ] ,
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_js = call_JS ( " moveImageFromGallery " ,
fromId = " img2img_gallery_output " ,
toId = " img2img_editor " )
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)
output_img2img_copy_to_mask_btn . click (
uifn . copy_img_to_mask ,
[ output_img2img_gallery ] ,
[ img2img_image_mask , tabs , img2img_image_editor_mode ] ,
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_js = call_JS ( " moveImageFromGallery " ,
fromId = " img2img_gallery_output " ,
toId = " img2img_editor " )
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)
output_img2img_copy_to_clipboard_btn . click ( fn = None , inputs = output_img2img_gallery , outputs = [ ] ,
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_js = call_JS ( " copyImageFromGalleryToClipboard " ,
fromId = " img2img_gallery_output " )
)
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Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
img2img_func = img2img
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img2img_inputs = [ img2img_prompt , img2img_image_editor_mode , img2img_mask , img2img_mask_blur_strength ,
img2img_mask_restore , img2img_steps , img2img_sampling , img2img_toggles ,
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
img2img_realesrgan_model_name , img2img_batch_count , img2img_cfg ,
img2img_denoising , img2img_seed , img2img_height , img2img_width , img2img_resize ,
2022-09-07 22:19:00 +03:00
img2img_image_editor , img2img_image_mask , img2img_embeddings ]
img2img_outputs = [ output_img2img_gallery , output_img2img_seed , output_img2img_params ,
output_img2img_stats ]
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
# If a JobManager was passed in then wrap the Generate functions
if img2img_job_ui :
img2img_func , img2img_inputs , img2img_outputs = img2img_job_ui . wrap_func (
func = img2img_func ,
inputs = img2img_inputs ,
outputs = img2img_outputs ,
)
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use_queue = False
else :
use_queue = True
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
2022-08-29 01:40:48 +03:00
img2img_btn_mask . click (
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
img2img_func ,
img2img_inputs ,
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img2img_outputs ,
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api_name = " img2img " ,
queue = use_queue
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)
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2022-08-29 01:40:48 +03:00
def img2img_submit_params ( ) :
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# print([img2img_prompt, img2img_image_editor_mode, img2img_mask,
# img2img_mask_blur_strength, img2img_steps, img2img_sampling, img2img_toggles,
# img2img_realesrgan_model_name, img2img_batch_count, img2img_cfg,
# img2img_denoising, img2img_seed, img2img_height, img2img_width, img2img_resize,
# img2img_image_editor, img2img_image_mask, img2img_embeddings])
Job Manager feature - view images before all are complete, cancel ongoing generations (#460)
* Add max-jobs command line argument
Adds a new command line argument, max-jobs, which will set the number
of concurrent jobs the gradio queue will allow. When set to more than
the default of 1 the gradio UI will be able to process additional
UI commands at the same time.
* JobManager: initial txt2img implementation
Initial implementation of JobManager, applied to txt2img.
Adds 'refresh' and 'cancel' buttons to the UI. These are useful when
generating images with large batch counts. The 'refresh' button will
update the gallery with the currently-generated images, and the cancel
button will cause the generation to stop after the current iteration.
The new job manager can be disabled with the parameter
--no-job-manager
* JobManager: Add status update text
* JobManager: Replace wrapped inputs as well
* JobManager: Per-session unique keys
* JobManager: Pre and Post call funcs, UI updates
Added pre- and post- function call 'dummy objects' to allow updating
the UI before and after a generate run. Update the visuals of the
buttons and status text in these new functions.
* JobManager: enforce maximum jobs
* JobManager: Move 'call' func code block
It just makes more sense between _pre and _post.
* JobManager: Add session management
Adds support for multiple browser sessions.
A single session cannot run the same job twice.
If there are no available jobs when Generate is clicked, the
generation aborts. It does *not* queue.
* JobManager: add session maintenance
Addded the ability for one session to stop all concurrent sessions,
and to free memory from any 'finished' sessions for which the
browser has been closed (as the images will be stored until the
browser does a final 'refresh' after the job finishes, which will
never happen if the browser closed)
* JobManager: Add img2img support
This *should* add JobManager to img2img, but it is untested
since img2img is broken for me even without my changes.
* Fixed img2img functionality on this pr
* Revert "Fixed img2img functionality on this pr"
This reverts commit 649b1e8e655601aa7fcdbfaaa2ee321b03e61ab4.
* Img2Img: Fix 'image editor' options not visible
* Fix Img2Img Job Manager integration
* Img2Img UI: Move JobManager above Image Actions
It is helpful if it is on the screen when you hit generate, so
you can notice the button light up when generation starts.
* Improve job status text
* JobManager: Free available job on exception
* JobManager: Add queueing
Adds a simple queueing system to JobManager. If max-jobs concurrent
jobs are already active then any subsequent jobs will block until
a slot frees up.
Note: The UI does not give great feedback to this. The JobManager
status box will say "Loading..."
* JobManager: Fix queue accidentally LIFO
Queues should really be first in, first out.
* JobManager: add draw_gradio_ui function
Reduces a lot of boilerplate code in frontend.py
Co-authored-by: hlky <106811348+hlky@users.noreply.github.com>
2022-09-03 10:30:07 +03:00
return ( img2img_func ,
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img2img_inputs ,
img2img_outputs )
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img2img_btn_editor . click ( * img2img_submit_params ( ) )
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# GENERATE ON ENTER
img2img_prompt . submit ( None , None , None ,
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_js = call_JS ( " clickFirstVisibleButton " ,
rowId = " prompt_row " ) )
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2022-09-01 13:11:22 +03:00
img2img_painterro_btn . click ( None ,
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[ img2img_image_editor , img2img_image_mask , img2img_image_editor_mode ] ,
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[ img2img_image_editor , img2img_image_mask ] ,
_js = call_JS ( " Painterro.init " , toId = " img2img_editor " )
)
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2022-09-07 22:19:00 +03:00
img2img_width . change ( fn = uifn . update_dimensions_info , inputs = [ img2img_width , img2img_height ] ,
outputs = img2img_dimensions_info_text_box )
img2img_height . change ( fn = uifn . update_dimensions_info , inputs = [ img2img_width , img2img_height ] ,
outputs = img2img_dimensions_info_text_box )
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img2img_dimensions_info_text_box . value = uifn . update_dimensions_info ( img2img_width . value , img2img_height . value )
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with gr . TabItem ( " Image Lab " , id = ' imgproc_tab ' ) :
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gr . Markdown ( " Post-process results " )
with gr . Row ( ) :
with gr . Column ( ) :
with gr . Tabs ( ) :
with gr . TabItem ( ' Single Image ' ) :
imgproc_source = gr . Image ( label = " Source " , source = " upload " , interactive = True , type = " pil " ,
elem_id = " imglab_input " )
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# gfpgan_strength = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label="Effect strength",
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# value=gfpgan_defaults['strength'])
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# select folder with images to process
with gr . TabItem ( ' Batch Process ' ) :
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imgproc_folder = gr . File ( label = " Batch Process " , file_count = " multiple " , interactive = True , type = " file " )
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imgproc_pngnfo = gr . Textbox ( label = " PNG Metadata " , placeholder = " PngNfo " , visible = False ,
max_lines = 5 )
with gr . Row ( ) :
imgproc_btn = gr . Button ( " Process " , variant = " primary " )
gr . HTML ( """
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< div id = " 90 " style = " max-width: 100 % ; font-size: 14px; text-align: center; " class = " output-markdown gr-prose border-solid border border-gray-200 rounded gr-panel " >
< p > < b > Upscale Modes Guide < / b > < / p >
< p > < / p >
< p > < b > RealESRGAN < / b > < / p >
< p > A 4 X / 2 X fast upscaler that works well for stylized content , will smooth more detailed compositions . < / p >
< p > < b > GoBIG < / b > < / p >
< p > A 2 X upscaler that uses RealESRGAN to upscale the image and then slice it into small parts , each part gets diffused further by SD to create more details , great for adding and increasing details but will change the composition , might also fix issues like eyes etc , use the settings like img2img etc < / p >
< p > < b > Latent Diffusion Super Resolution < / b > < / p >
< p > A 4 X upscaler with high VRAM usage that uses a Latent Diffusion model to upscale the image , this will accentuate the details but won ' t change the composition, might introduce sharpening, great for textures or compositions with plenty of details, is slower.</p>
< p > < b > GoLatent < / b > < / p >
< p > A 8 X upscaler with high VRAM usage , uses GoBig to add details and then uses a Latent Diffusion model to upscale the image , this will result in less artifacting / sharpeninng , use the settings to feed GoBig settings that will contribute to the result , this mode is considerbly slower < / p >
< / div >
""" )
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with gr . Column ( ) :
with gr . Tabs ( ) :
with gr . TabItem ( ' Output ' ) :
imgproc_output = gr . Gallery ( label = " Output " , elem_id = " imgproc_gallery_output " )
with gr . Row ( elem_id = " proc_options_row " ) :
with gr . Box ( ) :
with gr . Column ( ) :
gr . Markdown ( " <b>Processor Selection</b> " )
imgproc_toggles = gr . CheckboxGroup ( label = ' ' , choices = imgproc_mode_toggles ,
type = " index " )
# .change toggles to show options
# imgproc_toggles.change()
with gr . Box ( visible = False ) as gfpgan_group :
gfpgan_defaults = {
' strength ' : 100 ,
}
if ' gfpgan ' in user_defaults :
gfpgan_defaults . update ( user_defaults [ ' gfpgan ' ] )
if GFPGAN is None :
gr . HTML ( """
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< div id = " 90 " style = " max-width: 100 % ; font-size: 14px; text-align: center; " class = " output-markdown gr-prose border-solid border border-gray-200 rounded gr-panel " >
< p > < b > Please download GFPGAN to activate face fixing features < / b > , instructions are available at the < a href = ' https://github.com/hlky/stable-diffusion-webui ' > Github < / a > < / p >
< / div >
""" )
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# gr.Markdown("")
# gr.Markdown("<b> Please download GFPGAN to activate face fixing features</b>, instructions are available at the <a href='https://github.com/hlky/stable-diffusion-webui'>Github</a>")
with gr . Column ( ) :
gr . Markdown ( " <b>GFPGAN Settings</b> " )
imgproc_gfpgan_strength = gr . Slider ( minimum = 0.0 , maximum = 1.0 , step = 0.001 ,
label = " Effect strength " ,
value = gfpgan_defaults [ ' strength ' ] ,
visible = GFPGAN is not None )
with gr . Box ( visible = False ) as upscale_group :
if LDSR :
upscaleModes = [ ' RealESRGAN ' , ' GoBig ' , ' Latent Diffusion SR ' , ' GoLatent ' ]
else :
gr . HTML ( """
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< div id = " 90 " style = " max-width: 100 % ; font-size: 14px; text-align: center; " class = " output-markdown gr-prose border-solid border border-gray-200 rounded gr-panel " >
< p > < b > Please download LDSR to activate more upscale features < / b > , instructions are available at the < a href = ' https://github.com/hlky/stable-diffusion-webui ' > Github < / a > < / p >
< / div >
""" )
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upscaleModes = [ ' RealESRGAN ' , ' GoBig ' ]
with gr . Column ( ) :
gr . Markdown ( " <b>Upscaler Selection</b> " )
imgproc_upscale_toggles = gr . Radio ( label = ' ' , choices = upscaleModes , type = " index " ,
visible = RealESRGAN is not None , value = ' RealESRGAN ' )
with gr . Box ( visible = False ) as upscalerSettings_group :
with gr . Box ( visible = True ) as realesrgan_group :
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with gr . Column ( ) :
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gr . Markdown ( " <b>RealESRGAN Settings</b> " )
imgproc_realesrgan_model_name = gr . Dropdown ( label = ' RealESRGAN model ' ,
interactive = RealESRGAN is not None ,
choices = [ ' RealESRGAN_x4plus ' ,
' RealESRGAN_x4plus_anime_6B ' ,
' RealESRGAN_x2plus ' ,
' RealESRGAN_x2plus_anime_6B ' ] ,
value = ' RealESRGAN_x4plus ' ,
visible = RealESRGAN is not None ) # TODO: Feels like I shouldnt slot it in here.
with gr . Box ( visible = False ) as ldsr_group :
with gr . Row ( elem_id = " ldsr_settings_row " ) :
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with gr . Column ( ) :
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gr . Markdown ( " <b>Latent Diffusion Super Sampling Settings</b> " )
imgproc_ldsr_steps = gr . Slider ( minimum = 0 , maximum = 500 , step = 10 ,
label = " LDSR Sampling Steps " ,
value = 100 , visible = LDSR is not None )
imgproc_ldsr_pre_downSample = gr . Dropdown (
label = ' LDSR Pre Downsample mode (Lower resolution before processing for speed) ' ,
choices = [ " None " , ' 1/2 ' , ' 1/4 ' ] , value = " None " , visible = LDSR is not None )
imgproc_ldsr_post_downSample = gr . Dropdown (
label = ' LDSR Post Downsample mode (aka SuperSampling) ' ,
choices = [ " None " , " Original Size " , ' 1/2 ' , ' 1/4 ' ] , value = " None " ,
visible = LDSR is not None )
with gr . Box ( visible = False ) as gobig_group :
with gr . Row ( elem_id = " proc_prompt_row " ) :
with gr . Column ( ) :
gr . Markdown ( " <b>GoBig Settings</b> " )
imgproc_prompt = gr . Textbox ( label = " " ,
elem_id = ' prompt_input ' ,
placeholder = " A corgi wearing a top hat as an oil painting. " ,
lines = 1 ,
max_lines = 1 ,
value = imgproc_defaults [ ' prompt ' ] ,
show_label = True ,
visible = RealESRGAN is not None )
imgproc_sampling = gr . Dropdown (
label = ' Sampling method (k_lms is default k-diffusion sampler) ' ,
choices = [ " DDIM " , ' k_dpm_2_a ' , ' k_dpm_2 ' , ' k_euler_a ' , ' k_euler ' ,
' k_heun ' , ' k_lms ' ] ,
value = imgproc_defaults [ ' sampler_name ' ] , visible = RealESRGAN is not None )
imgproc_steps = gr . Slider ( minimum = 1 , maximum = 250 , step = 1 ,
label = " Sampling Steps " ,
value = imgproc_defaults [ ' ddim_steps ' ] ,
visible = RealESRGAN is not None )
imgproc_cfg = gr . Slider ( minimum = 1.0 , maximum = 30.0 , step = 0.5 ,
label = ' Classifier Free Guidance Scale (how strongly the image should follow the prompt) ' ,
value = imgproc_defaults [ ' cfg_scale ' ] ,
visible = RealESRGAN is not None )
imgproc_denoising = gr . Slider ( minimum = 0.0 , maximum = 1.0 , step = 0.01 ,
label = ' Denoising Strength ' ,
value = imgproc_defaults [ ' denoising_strength ' ] ,
visible = RealESRGAN is not None )
imgproc_height = gr . Slider ( minimum = 64 , maximum = 2048 , step = 64 , label = " Height " ,
value = imgproc_defaults [ " height " ] ,
visible = False ) # not currently implemented
imgproc_width = gr . Slider ( minimum = 64 , maximum = 2048 , step = 64 , label = " Width " ,
value = imgproc_defaults [ " width " ] ,
visible = False ) # not currently implemented
imgproc_seed = gr . Textbox ( label = " Seed (blank to randomize) " , lines = 1 ,
max_lines = 1 ,
value = imgproc_defaults [ " seed " ] ,
visible = RealESRGAN is not None )
imgproc_btn . click (
imgproc ,
[ imgproc_source , imgproc_folder , imgproc_prompt , imgproc_toggles ,
imgproc_upscale_toggles , imgproc_realesrgan_model_name , imgproc_sampling ,
imgproc_steps , imgproc_height ,
imgproc_width , imgproc_cfg , imgproc_denoising , imgproc_seed ,
imgproc_gfpgan_strength , imgproc_ldsr_steps , imgproc_ldsr_pre_downSample ,
imgproc_ldsr_post_downSample ] ,
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[ imgproc_output ] , api_name = " imgproc " )
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imgproc_source . change (
uifn . get_png_nfo ,
[ imgproc_source ] ,
[ imgproc_pngnfo ] )
output_txt2img_to_imglab . click (
fn = uifn . copy_img_params_to_lab ,
inputs = [ output_txt2img_params ] ,
outputs = [ imgproc_prompt , imgproc_seed , imgproc_steps , imgproc_cfg ,
imgproc_sampling ] ,
)
output_txt2img_to_imglab . click (
fn = uifn . copy_img_to_lab ,
inputs = [ output_txt2img_gallery ] ,
outputs = [ imgproc_source , tabs ] ,
_js = call_JS ( " moveImageFromGallery " ,
fromId = " txt2img_gallery_output " ,
toId = " imglab_input " )
)
if RealESRGAN is None :
with gr . Row ( ) :
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with gr . Column ( ) :
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# seperator
gr . HTML ( """
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< div id = " 90 " style = " max-width: 100 % ; font-size: 14px; text-align: center; " class = " output-markdown gr-prose border-solid border border-gray-200 rounded gr-panel " >
< p > < b > Please download RealESRGAN to activate upscale features < / b > , instructions are available at the < a href = ' https://github.com/hlky/stable-diffusion-webui ' > Github < / a > < / p >
< / div >
""" )
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imgproc_toggles . change ( fn = uifn . toggle_options_gfpgan , inputs = [ imgproc_toggles ] , outputs = [ gfpgan_group ] )
imgproc_toggles . change ( fn = uifn . toggle_options_upscalers , inputs = [ imgproc_toggles ] , outputs = [ upscale_group ] )
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imgproc_toggles . change ( fn = uifn . toggle_options_upscalers , inputs = [ imgproc_toggles ] ,
outputs = [ upscalerSettings_group ] )
imgproc_upscale_toggles . change ( fn = uifn . toggle_options_realesrgan , inputs = [ imgproc_upscale_toggles ] ,
outputs = [ realesrgan_group ] )
imgproc_upscale_toggles . change ( fn = uifn . toggle_options_ldsr , inputs = [ imgproc_upscale_toggles ] ,
outputs = [ ldsr_group ] )
imgproc_upscale_toggles . change ( fn = uifn . toggle_options_gobig , inputs = [ imgproc_upscale_toggles ] ,
outputs = [ gobig_group ] )
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"""
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if GFPGAN is not None :
gfpgan_defaults = {
' strength ' : 100 ,
}
if ' gfpgan ' in user_defaults :
gfpgan_defaults . update ( user_defaults [ ' gfpgan ' ] )
with gr . TabItem ( " GFPGAN " , id = ' cfpgan_tab ' ) :
gr . Markdown ( " Fix faces on images " )
with gr . Row ( ) :
with gr . Column ( ) :
gfpgan_source = gr . Image ( label = " Source " , source = " upload " , interactive = True , type = " pil " )
gfpgan_strength = gr . Slider ( minimum = 0.0 , maximum = 1.0 , step = 0.001 , label = " Effect strength " ,
value = gfpgan_defaults [ ' strength ' ] )
gfpgan_btn = gr . Button ( " Generate " , variant = " primary " )
with gr . Column ( ) :
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gfpgan_output = gr . Image ( label = " Output " , elem_id = ' gan_image ' )
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gfpgan_btn . click (
run_GFPGAN ,
[ gfpgan_source , gfpgan_strength ] ,
[ gfpgan_output ]
)
if RealESRGAN is not None :
with gr . TabItem ( " RealESRGAN " , id = ' realesrgan_tab ' ) :
gr . Markdown ( " Upscale images " )
with gr . Row ( ) :
with gr . Column ( ) :
realesrgan_source = gr . Image ( label = " Source " , source = " upload " , interactive = True , type = " pil " )
realesrgan_model_name = gr . Dropdown ( label = ' RealESRGAN model ' , choices = [ ' RealESRGAN_x4plus ' ,
' RealESRGAN_x4plus_anime_6B ' ] ,
value = ' RealESRGAN_x4plus ' )
realesrgan_btn = gr . Button ( " Generate " )
with gr . Column ( ) :
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realesrgan_output = gr . Image ( label = " Output " , elem_id = ' gan_image ' )
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realesrgan_btn . click (
run_RealESRGAN ,
[ realesrgan_source , realesrgan_model_name ] ,
[ realesrgan_output ]
)
output_txt2img_to_upscale_esrgan . click (
uifn . copy_img_to_upscale_esrgan ,
output_txt2img_gallery ,
[ realesrgan_source , tabs ] ,
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_js = js_move_image ( ' txt2img_gallery_output ' , ' img2img_editor ' ) )
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"""
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gr . HTML ( """
< div id = " 90 " style = " max-width: 100 % ; font-size: 14px; text-align: center; " class = " output-markdown gr-prose border-solid border border-gray-200 rounded gr-panel " >
< p > For help and advanced usage guides , visit the < a href = " https://github.com/hlky/stable-diffusion-webui/wiki " target = " _blank " > Project Wiki < / a > < / p >
< p > Stable Diffusion WebUI is an open - source project . You can find the latest stable builds on the < a href = " https://github.com/hlky/stable-diffusion " target = " _blank " > main repository < / a > .
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If you would like to contribute to development or test bleeding edge builds , you can visit the < a href = " https://github.com/hlky/stable-diffusion-webui " target = " _blank " > developement repository < / a > . < / p >
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< p > Device ID { current_device_index } : { current_device_name } < br / > { total_device_count } total devices < / p >
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< / div >
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""" .format(current_device_name=torch.cuda.get_device_name(), current_device_index=torch.cuda.current_device(), total_device_count=torch.cuda.device_count()))
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# Hack: Detect the load event on the frontend
# Won't be needed in the next version of gradio
# See the relevant PR: https://github.com/gradio-app/gradio/pull/2108
load_detector = gr . Number ( value = 0 , label = " Load Detector " , visible = False )
load_detector . change ( None , None , None , _js = js ( opt ) )
demo . load ( lambda x : 42 , inputs = load_detector , outputs = load_detector )
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return demo