muerrilla/sd-webui-detail-daemon
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Add lazy scheduling + use params from denoiser

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This commit is contained in:
Brendan Lackey
2025-05-03 16:45:29 -07:00
parent 6e918d67a9
commit e29d10624c
1 changed files with 30 additions and 8 deletions
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38
scripts/detail_daemon.py
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@@ -8,7 +8,7 @@ matplotlib.use('Agg')
import matplotlib.pyplot as plt
import modules.scripts as scripts
from modules.script_callbacks import on_cfg_denoiser, remove_callbacks_for_function, on_infotext_pasted
from modules.script_callbacks import CFGDenoiserParams, on_cfg_denoiser, remove_callbacks_for_function, on_infotext_pasted
from modules.ui_components import InputAccordion
@@ -28,6 +28,11 @@ on_infotext_pasted(parse_infotext)
class Script(scripts.Script):
def __init__(self):
super().__init__()
self.schedule_params: dict[str, float] = None
self.schedule = None
def title(self):
return "Detail Daemon"
@@ -118,10 +123,18 @@ class Script(scripts.Script):
if p.sampler_name == "DPM adaptive":
tqdm.write(f'\033[33mWARNING:\033[0m Detail Daemon does not work with {p.sampler_name}')
return
# Restart can be handled better, later maybe
actual_steps = (p.steps * 2 - 1) if p.sampler_name in ['DPM++ SDE', 'DPM++ 2S a', 'Heun', 'DPM2', 'DPM2 a', 'Restart'] else p.steps
self.schedule = self.make_schedule(actual_steps, start, end, bias, amount, exponent, start_offset, end_offset, fade, smooth)
self.schedule_params = {
"start": start,
"end": end,
"bias": bias,
"amount": amount,
"exponent": exponent,
"start_offset": start_offset,
"end_offset": end_offset,
"fade": fade,
"smooth": smooth
}
self.mode = mode
self.cfg_scale = p.cfg_scale
self.batch_size = p.batch_size
@@ -133,6 +146,7 @@ class Script(scripts.Script):
if hasattr(self, 'callback_added'):
remove_callbacks_for_function(self.denoiser_callback)
delattr(self, 'callback_added')
self.schedule = None
# tqdm.write('\033[90mINFO: Detail Daemon callback removed\033[0m')
def before_process_batch(self, p, *args, **kwargs):
@@ -141,7 +155,8 @@ class Script(scripts.Script):
def postprocess(self, p, processed, *args):
if hasattr(self, 'callback_added'):
remove_callbacks_for_function(self.denoiser_callback)
delattr(self, 'callback_added')
delattr(self, 'callback_added')
self.schedule = None
# tqdm.write('\033[90mINFO: Detail Daemon callback removed\033[0m')
def before_hr(self, p, *args):
@@ -150,13 +165,20 @@ class Script(scripts.Script):
if enabled:
tqdm.write(f'\033[33mINFO:\033[0m Detail Daemon does not work during Hires Fix')
def denoiser_callback(self, params):
def denoiser_callback(self, params: CFGDenoiserParams):
if self.is_hires:
return
idx = params.denoiser.step
if self.schedule is None:
self.schedule = self.make_schedule(
max(params.total_sampling_steps, params.denoiser.total_steps),
**self.schedule_params,
)
idx = max(params.sampling_step, params.denoiser.step)
multiplier = self.schedule[idx] * .1
mode = self.mode
if params.sigma.size(0) == 1:
if params.sigma.size(0) == 1 and mode != "both":
mode = "both"
if idx == 0:
tqdm.write(f'\033[33mWARNING:\033[0m Forge does not support `cond` and `uncond` modes, using `both` instead')