2023-05-11 12:40:03 +00:00
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from diffusers import DDIMScheduler, DPMSolverMultistepScheduler, KDPM2DiscreteScheduler, \
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KDPM2AncestralDiscreteScheduler, EulerDiscreteScheduler, EulerAncestralDiscreteScheduler, \
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2023-05-11 14:23:33 +00:00
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HeunDiscreteScheduler, LMSDiscreteScheduler, PNDMScheduler, UniPCMultistepScheduler, \
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DPMSolverSinglestepScheduler
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2023-05-11 12:40:03 +00:00
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SCHEDULER_MAP = dict(
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2023-05-11 14:23:33 +00:00
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ddim=(DDIMScheduler, dict()),
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k_lms=(LMSDiscreteScheduler, dict()),
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plms=(PNDMScheduler, dict()),
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k_euler=(EulerDiscreteScheduler, dict(use_karras_sigmas=False)),
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euler_karras=(EulerDiscreteScheduler, dict(use_karras_sigmas=True)),
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k_euler_a=(EulerAncestralDiscreteScheduler, dict()),
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k_dpm_2=(KDPM2DiscreteScheduler, dict()),
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k_dpm_2_a=(KDPM2AncestralDiscreteScheduler, dict()),
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dpmpp_2s=(DPMSolverSinglestepScheduler, dict()),
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k_dpmpp_2=(DPMSolverMultistepScheduler, dict(use_karras_sigmas=False)),
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k_dpmpp_2_karras=(DPMSolverMultistepScheduler, dict(use_karras_sigmas=True)),
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k_heun=(HeunDiscreteScheduler, dict()),
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2023-05-11 12:40:03 +00:00
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unipc=(UniPCMultistepScheduler, dict(cpu_only=True))
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)
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