add sampler_noise_scheduler_override switch
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1 changed files with 8 additions and 2 deletions
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@ -290,7 +290,10 @@ class KDiffusionSampler:
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def sample_img2img(self, p, x, noise, conditioning, unconditional_conditioning, steps=None):
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steps, t_enc = setup_img2img_steps(p, steps)
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sigmas = self.model_wrap.get_sigmas(steps)
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if p.sampler_noise_scheduler_override:
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sigmas = p.sampler_noise_scheduler_override(steps)
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else:
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sigmas = self.model_wrap.get_sigmas(steps)
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noise = noise * sigmas[steps - t_enc - 1]
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xi = x + noise
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@ -306,7 +309,10 @@ class KDiffusionSampler:
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def sample(self, p, x, conditioning, unconditional_conditioning, steps=None):
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steps = steps or p.steps
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sigmas = self.model_wrap.get_sigmas(steps)
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if p.sampler_noise_scheduler_override:
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sigmas = p.sampler_noise_scheduler_override(steps)
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else:
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sigmas = self.model_wrap.get_sigmas(steps)
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x = x * sigmas[0]
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extra_params_kwargs = self.initialize(p)
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