93 lines
3.9 KiB
Python
93 lines
3.9 KiB
Python
# Copyright 2023 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 (
|
|
OptionalDependencyNotAvailable,
|
|
is_flax_available,
|
|
is_scipy_available,
|
|
is_torch_available,
|
|
is_torchsde_available,
|
|
)
|
|
|
|
|
|
try:
|
|
if not is_torch_available():
|
|
raise OptionalDependencyNotAvailable()
|
|
except OptionalDependencyNotAvailable:
|
|
from ..utils.dummy_pt_objects import * # noqa F403
|
|
else:
|
|
from .scheduling_consistency_models import CMStochasticIterativeScheduler
|
|
from .scheduling_ddim import DDIMScheduler
|
|
from .scheduling_ddim_inverse import DDIMInverseScheduler
|
|
from .scheduling_ddim_parallel import DDIMParallelScheduler
|
|
from .scheduling_ddpm import DDPMScheduler
|
|
from .scheduling_ddpm_parallel import DDPMParallelScheduler
|
|
from .scheduling_deis_multistep import DEISMultistepScheduler
|
|
from .scheduling_dpmsolver_multistep import DPMSolverMultistepScheduler
|
|
from .scheduling_dpmsolver_multistep_inverse import DPMSolverMultistepInverseScheduler
|
|
from .scheduling_dpmsolver_singlestep import DPMSolverSinglestepScheduler
|
|
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_unclip import UnCLIPScheduler
|
|
from .scheduling_unipc_multistep import UniPCMultistepScheduler
|
|
from .scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin
|
|
from .scheduling_vq_diffusion import VQDiffusionScheduler
|
|
|
|
try:
|
|
if not is_flax_available():
|
|
raise OptionalDependencyNotAvailable()
|
|
except OptionalDependencyNotAvailable:
|
|
from ..utils.dummy_flax_objects import * # noqa F403
|
|
else:
|
|
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 (
|
|
FlaxKarrasDiffusionSchedulers,
|
|
FlaxSchedulerMixin,
|
|
FlaxSchedulerOutput,
|
|
broadcast_to_shape_from_left,
|
|
)
|
|
|
|
|
|
try:
|
|
if not (is_torch_available() and is_scipy_available()):
|
|
raise OptionalDependencyNotAvailable()
|
|
except OptionalDependencyNotAvailable:
|
|
from ..utils.dummy_torch_and_scipy_objects import * # noqa F403
|
|
else:
|
|
from .scheduling_lms_discrete import LMSDiscreteScheduler
|
|
|
|
try:
|
|
if not (is_torch_available() and is_torchsde_available()):
|
|
raise OptionalDependencyNotAvailable()
|
|
except OptionalDependencyNotAvailable:
|
|
from ..utils.dummy_torch_and_torchsde_objects import * # noqa F403
|
|
else:
|
|
from .scheduling_dpmsolver_sde import DPMSolverSDEScheduler
|