mirror of
https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
synced 2024-06-07 21:20:49 +00:00
80 lines
3.4 KiB
Python
80 lines
3.4 KiB
Python
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import gradio as gr
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import functools
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from modules import scripts, sd_samplers, sd_schedulers, shared
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from modules.infotext_utils import PasteField
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from modules.ui_components import FormRow, FormGroup
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def get_sampler_from_infotext(d: dict):
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return get_sampler_and_scheduler(d.get("Sampler"), d.get("Schedule type"))[0]
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def get_scheduler_from_infotext(d: dict):
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return get_sampler_and_scheduler(d.get("Sampler"), d.get("Schedule type"))[1]
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@functools.cache
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def get_sampler_and_scheduler(sampler_name, scheduler_name):
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default_sampler = sd_samplers.samplers[0]
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found_scheduler = sd_schedulers.schedulers_map.get(scheduler_name, sd_schedulers.schedulers[0])
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name = sampler_name or default_sampler.name
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for scheduler in sd_schedulers.schedulers:
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name_options = [scheduler.label, scheduler.name, *(scheduler.aliases or [])]
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for name_option in name_options:
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if name.endswith(" " + name_option):
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found_scheduler = scheduler
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name = name[0:-(len(name_option) + 1)]
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break
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sampler = sd_samplers.all_samplers_map.get(name, default_sampler)
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# revert back to Automatic if it's the default scheduler for the selected sampler
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if sampler.options.get('scheduler', None) == found_scheduler.name:
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found_scheduler = sd_schedulers.schedulers[0]
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return sampler.name, found_scheduler.label
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class ScriptSampler(scripts.ScriptBuiltinUI):
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section = "sampler"
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def __init__(self):
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self.steps = None
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self.sampler_name = None
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self.scheduler = None
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def title(self):
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return "Sampler"
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def ui(self, is_img2img):
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sampler_names = [x.name for x in sd_samplers.visible_samplers()]
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scheduler_names = [x.label for x in sd_schedulers.schedulers]
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if shared.opts.samplers_in_dropdown:
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with FormRow(elem_id=f"sampler_selection_{self.tabname}"):
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self.sampler_name = gr.Dropdown(label='Sampling method', elem_id=f"{self.tabname}_sampling", choices=sampler_names, value=sampler_names[0])
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self.scheduler = gr.Dropdown(label='Schedule type', elem_id=f"{self.tabname}_scheduler", choices=scheduler_names, value=scheduler_names[0])
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self.steps = gr.Slider(minimum=1, maximum=150, step=1, elem_id=f"{self.tabname}_steps", label="Sampling steps", value=20)
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else:
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with FormGroup(elem_id=f"sampler_selection_{self.tabname}"):
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self.steps = gr.Slider(minimum=1, maximum=150, step=1, elem_id=f"{self.tabname}_steps", label="Sampling steps", value=20)
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self.sampler_name = gr.Radio(label='Sampling method', elem_id=f"{self.tabname}_sampling", choices=sampler_names, value=sampler_names[0])
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self.scheduler = gr.Dropdown(label='Schedule type', elem_id=f"{self.tabname}_scheduler", choices=scheduler_names, value=scheduler_names[0])
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self.infotext_fields = [
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PasteField(self.steps, "Steps", api="steps"),
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PasteField(self.sampler_name, get_sampler_from_infotext, api="sampler_name"),
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PasteField(self.scheduler, get_scheduler_from_infotext, api="scheduler"),
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]
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return self.steps, self.sampler_name, self.scheduler
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def setup(self, p, steps, sampler_name, scheduler):
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p.steps = steps
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p.sampler_name = sampler_name
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p.scheduler = scheduler
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