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# Copyright 2024 Stability AI, The HuggingFace Team and The InstantX 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 deprecate, logging

from .controlnets.controlnet_sd3 import SD3ControlNetModel, SD3ControlNetOutput, SD3MultiControlNetModel

logger = logging.get_logger(__name__) # pylint: disable=invalid-name

class SD3ControlNetOutput(SD3ControlNetOutput):

def __init__(self, *args, **kwargs):

deprecation_message = "Importing `SD3ControlNetOutput` from `diffusers.models.controlnet_sd3` is deprecated and this will be removed in a future version. Please use `from diffusers.models.controlnets.controlnet_sd3 import SD3ControlNetOutput`, instead."

deprecate("diffusers.models.controlnet_sd3.SD3ControlNetOutput", "0.34", deprecation_message)

super().__init__(*args, **kwargs)

class SD3ControlNetModel(SD3ControlNetModel):

def __init__(

self,

sample_size: int = 128,

patch_size: int = 2,

in_channels: int = 16,

num_layers: int = 18,

attention_head_dim: int = 64,

num_attention_heads: int = 18,

joint_attention_dim: int = 4096,

caption_projection_dim: int = 1152,

pooled_projection_dim: int = 2048,

out_channels: int = 16,

pos_embed_max_size: int = 96,

extra_conditioning_channels: int = 0,

):

deprecation_message = "Importing `SD3ControlNetModel` from `diffusers.models.controlnet_sd3` is deprecated and this will be removed in a future version. Please use `from diffusers.models.controlnets.controlnet_sd3 import SD3ControlNetModel`, instead."

deprecate("diffusers.models.controlnet_sd3.SD3ControlNetModel", "0.34", deprecation_message)

super().__init__(

sample_size=sample_size,

patch_size=patch_size,

in_channels=in_channels,

num_layers=num_layers,

attention_head_dim=attention_head_dim,

num_attention_heads=num_attention_heads,

joint_attention_dim=joint_attention_dim,

caption_projection_dim=caption_projection_dim,

pooled_projection_dim=pooled_projection_dim,

out_channels=out_channels,

pos_embed_max_size=pos_embed_max_size,

extra_conditioning_channels=extra_conditioning_channels,

)

class SD3MultiControlNetModel(SD3MultiControlNetModel):

def __init__(self, *args, **kwargs):

deprecation_message = "Importing `SD3MultiControlNetModel` from `diffusers.models.controlnet_sd3` is deprecated and this will be removed in a future version. Please use `from diffusers.models.controlnets.controlnet_sd3 import SD3MultiControlNetModel`, instead."

deprecate("diffusers.models.controlnet_sd3.SD3MultiControlNetModel", "0.34", deprecation_message)

super().__init__(*args, **kwargs)