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Fix ddim_uniform crashing with 37 steps.
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31dd6c0531
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@ -242,7 +242,10 @@ def ddim_scheduler(model, steps):
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sigs = []
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sigs = []
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ddim_timesteps = make_ddim_timesteps(ddim_discr_method="uniform", num_ddim_timesteps=steps, num_ddpm_timesteps=model.inner_model.inner_model.num_timesteps, verbose=False)
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ddim_timesteps = make_ddim_timesteps(ddim_discr_method="uniform", num_ddim_timesteps=steps, num_ddpm_timesteps=model.inner_model.inner_model.num_timesteps, verbose=False)
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for x in range(len(ddim_timesteps) - 1, -1, -1):
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for x in range(len(ddim_timesteps) - 1, -1, -1):
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sigs.append(model.t_to_sigma(torch.tensor(ddim_timesteps[x])))
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ts = ddim_timesteps[x]
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if ts > 999:
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ts = 999
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sigs.append(model.t_to_sigma(torch.tensor(ts)))
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sigs += [0.0]
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sigs += [0.0]
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return torch.FloatTensor(sigs)
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return torch.FloatTensor(sigs)
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@ -373,7 +376,7 @@ class KSampler:
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def set_steps(self, steps, denoise=None):
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def set_steps(self, steps, denoise=None):
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self.steps = steps
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self.steps = steps
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if denoise is None:
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if denoise is None or denoise > 0.9999:
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self.sigmas = self._calculate_sigmas(steps)
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self.sigmas = self._calculate_sigmas(steps)
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else:
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else:
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new_steps = int(steps/denoise)
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new_steps = int(steps/denoise)
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