Merge pull request #12856 from catboxanon/extra-noise-noisy-latent
Add noisy latent to `ExtraNoiseParams` for callback
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834f4c7cd3
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@ -29,12 +29,15 @@ class ImageSaveParams:
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class ExtraNoiseParams:
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def __init__(self, noise, x):
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def __init__(self, noise, x, xi):
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self.noise = noise
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"""Random noise generated by the seed"""
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self.x = x
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"""Latent image representation of the image"""
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"""Latent representation of the image"""
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self.xi = xi
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"""Noisy latent representation of the image"""
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class CFGDenoiserParams:
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@ -148,7 +148,7 @@ class KDiffusionSampler(sd_samplers_common.Sampler):
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if opts.img2img_extra_noise > 0:
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p.extra_generation_params["Extra noise"] = opts.img2img_extra_noise
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extra_noise_params = ExtraNoiseParams(noise, x)
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extra_noise_params = ExtraNoiseParams(noise, x, xi)
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extra_noise_callback(extra_noise_params)
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noise = extra_noise_params.noise
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xi += noise * opts.img2img_extra_noise
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@ -107,7 +107,7 @@ class CompVisSampler(sd_samplers_common.Sampler):
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if opts.img2img_extra_noise > 0:
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p.extra_generation_params["Extra noise"] = opts.img2img_extra_noise
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extra_noise_params = ExtraNoiseParams(noise, x)
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extra_noise_params = ExtraNoiseParams(noise, x, xi)
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extra_noise_callback(extra_noise_params)
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noise = extra_noise_params.noise
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xi += noise * opts.img2img_extra_noise * sqrt_alpha_cumprod
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