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Merge pull request #15984 from huchenlei/before_every_sampling
Add process_before_every_sampling hook
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commit
e33bb8febe
@ -1330,6 +1330,15 @@ class StableDiffusionProcessingTxt2Img(StableDiffusionProcessing):
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# here we generate an image normally
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x = self.rng.next()
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if self.scripts is not None:
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self.scripts.process_before_every_sampling(
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p=self,
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x=x,
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noise=x,
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c=conditioning,
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uc=unconditional_conditioning
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)
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samples = self.sampler.sample(self, x, conditioning, unconditional_conditioning, image_conditioning=self.txt2img_image_conditioning(x))
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del x
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@ -1430,6 +1439,13 @@ class StableDiffusionProcessingTxt2Img(StableDiffusionProcessing):
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if self.scripts is not None:
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self.scripts.before_hr(self)
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self.scripts.process_before_every_sampling(
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p=self,
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x=samples,
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noise=noise,
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c=self.hr_c,
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uc=self.hr_uc,
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)
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samples = self.sampler.sample_img2img(self, samples, noise, self.hr_c, self.hr_uc, steps=self.hr_second_pass_steps or self.steps, image_conditioning=image_conditioning)
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@ -1743,6 +1759,14 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing):
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self.extra_generation_params["Noise multiplier"] = self.initial_noise_multiplier
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x *= self.initial_noise_multiplier
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if self.scripts is not None:
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self.scripts.process_before_every_sampling(
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p=self,
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x=self.init_latent,
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noise=x,
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c=conditioning,
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uc=unconditional_conditioning
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)
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samples = self.sampler.sample_img2img(self, self.init_latent, x, conditioning, unconditional_conditioning, image_conditioning=self.image_conditioning)
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if self.mask is not None:
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@ -187,6 +187,13 @@ class Script:
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"""
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pass
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def process_before_every_sampling(self, p, *args, **kwargs):
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"""
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Similar to process(), called before every sampling.
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If you use high-res fix, this will be called two times.
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"""
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pass
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def process_batch(self, p, *args, **kwargs):
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"""
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Same as process(), but called for every batch.
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@ -826,6 +833,14 @@ class ScriptRunner:
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except Exception:
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errors.report(f"Error running process: {script.filename}", exc_info=True)
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def process_before_every_sampling(self, p, **kwargs):
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for script in self.ordered_scripts('process_before_every_sampling'):
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try:
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script_args = p.script_args[script.args_from:script.args_to]
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script.process_before_every_sampling(p, *script_args, **kwargs)
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except Exception:
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errors.report(f"Error running process_before_every_sampling: {script.filename}", exc_info=True)
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def before_process_batch(self, p, **kwargs):
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for script in self.ordered_scripts('before_process_batch'):
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try:
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