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| # Copyright 2022 The HuggingFace Team. All rights reserved. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| from ..utils import is_flax_available, is_scipy_available, is_torch_available | |
| if is_torch_available(): | |
| from .scheduling_ddim import DDIMScheduler | |
| from .scheduling_ddpm import DDPMScheduler | |
| from .scheduling_dpmsolver_multistep import DPMSolverMultistepScheduler | |
| from .scheduling_euler_ancestral_discrete import EulerAncestralDiscreteScheduler | |
| from .scheduling_euler_discrete import EulerDiscreteScheduler | |
| from .scheduling_heun_discrete import HeunDiscreteScheduler | |
| from .scheduling_ipndm import IPNDMScheduler | |
| from .scheduling_k_dpm_2_ancestral_discrete import KDPM2AncestralDiscreteScheduler | |
| from .scheduling_k_dpm_2_discrete import KDPM2DiscreteScheduler | |
| from .scheduling_karras_ve import KarrasVeScheduler | |
| from .scheduling_pndm import PNDMScheduler | |
| from .scheduling_repaint import RePaintScheduler | |
| from .scheduling_sde_ve import ScoreSdeVeScheduler | |
| from .scheduling_sde_vp import ScoreSdeVpScheduler | |
| from .scheduling_utils import SchedulerMixin | |
| from .scheduling_vq_diffusion import VQDiffusionScheduler | |
| else: | |
| from ..utils.dummy_pt_objects import * # noqa F403 | |
| if is_flax_available(): | |
| from .scheduling_ddim_flax import FlaxDDIMScheduler | |
| from .scheduling_ddpm_flax import FlaxDDPMScheduler | |
| from .scheduling_dpmsolver_multistep_flax import FlaxDPMSolverMultistepScheduler | |
| from .scheduling_karras_ve_flax import FlaxKarrasVeScheduler | |
| from .scheduling_lms_discrete_flax import FlaxLMSDiscreteScheduler | |
| from .scheduling_pndm_flax import FlaxPNDMScheduler | |
| from .scheduling_sde_ve_flax import FlaxScoreSdeVeScheduler | |
| from .scheduling_utils_flax import FlaxSchedulerMixin, FlaxSchedulerOutput, broadcast_to_shape_from_left | |
| else: | |
| from ..utils.dummy_flax_objects import * # noqa F403 | |
| if is_scipy_available() and is_torch_available(): | |
| from .scheduling_lms_discrete import LMSDiscreteScheduler | |
| else: | |
| from ..utils.dummy_torch_and_scipy_objects import * # noqa F403 | |