mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
44 lines
1.9 KiB
Python
44 lines
1.9 KiB
Python
from diffusers import (
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DDIMScheduler,
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DDPMScheduler,
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DEISMultistepScheduler,
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DPMSolverMultistepScheduler,
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DPMSolverSDEScheduler,
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DPMSolverSinglestepScheduler,
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EulerAncestralDiscreteScheduler,
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EulerDiscreteScheduler,
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HeunDiscreteScheduler,
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KDPM2AncestralDiscreteScheduler,
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KDPM2DiscreteScheduler,
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LCMScheduler,
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LMSDiscreteScheduler,
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PNDMScheduler,
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UniPCMultistepScheduler,
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)
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SCHEDULER_MAP = {
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"ddim": (DDIMScheduler, {}),
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"ddpm": (DDPMScheduler, {}),
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"deis": (DEISMultistepScheduler, {}),
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"lms": (LMSDiscreteScheduler, {"use_karras_sigmas": False}),
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"lms_k": (LMSDiscreteScheduler, {"use_karras_sigmas": True}),
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"pndm": (PNDMScheduler, {}),
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"heun": (HeunDiscreteScheduler, {"use_karras_sigmas": False}),
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"heun_k": (HeunDiscreteScheduler, {"use_karras_sigmas": True}),
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"euler": (EulerDiscreteScheduler, {"use_karras_sigmas": False}),
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"euler_k": (EulerDiscreteScheduler, {"use_karras_sigmas": True}),
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"euler_a": (EulerAncestralDiscreteScheduler, {}),
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"kdpm_2": (KDPM2DiscreteScheduler, {}),
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"kdpm_2_a": (KDPM2AncestralDiscreteScheduler, {}),
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"dpmpp_2s": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": False}),
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"dpmpp_2s_k": (DPMSolverSinglestepScheduler, {"use_karras_sigmas": True}),
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"dpmpp_2m": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False}),
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"dpmpp_2m_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True}),
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"dpmpp_2m_sde": (DPMSolverMultistepScheduler, {"use_karras_sigmas": False, "algorithm_type": "sde-dpmsolver++"}),
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"dpmpp_2m_sde_k": (DPMSolverMultistepScheduler, {"use_karras_sigmas": True, "algorithm_type": "sde-dpmsolver++"}),
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"dpmpp_sde": (DPMSolverSDEScheduler, {"use_karras_sigmas": False, "noise_sampler_seed": 0}),
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"dpmpp_sde_k": (DPMSolverSDEScheduler, {"use_karras_sigmas": True, "noise_sampler_seed": 0}),
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"unipc": (UniPCMultistepScheduler, {"cpu_only": True}),
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"lcm": (LCMScheduler, {}),
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}
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