File size: 4,875 Bytes
e371ddd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
# 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 deprecate
from .attention_processor import (  # noqa: F401
    Attention,
    AttentionProcessor,
    AttnAddedKVProcessor,
    AttnProcessor2_0,
    LoRAAttnProcessor,
    LoRALinearLayer,
    LoRAXFormersAttnProcessor,
    SlicedAttnAddedKVProcessor,
    SlicedAttnProcessor,
    XFormersAttnProcessor,
)
from .attention_processor import AttnProcessor as AttnProcessorRename  # noqa: F401


deprecate(
    "cross_attention",
    "0.20.0",
    "Importing from cross_attention is deprecated. Please import from diffusers.models.attention_processor instead.",
    standard_warn=False,
)


AttnProcessor = AttentionProcessor


class CrossAttention(Attention):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class CrossAttnProcessor(AttnProcessorRename):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class LoRACrossAttnProcessor(LoRAAttnProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class CrossAttnAddedKVProcessor(AttnAddedKVProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class XFormersCrossAttnProcessor(XFormersAttnProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class LoRAXFormersCrossAttnProcessor(LoRAXFormersAttnProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class SlicedCrossAttnProcessor(SlicedAttnProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)


class SlicedCrossAttnAddedKVProcessor(SlicedAttnAddedKVProcessor):
    def __init__(self, *args, **kwargs):
        deprecation_message = f"{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'))} instead."
        deprecate("cross_attention", "0.20.0", deprecation_message, standard_warn=False)
        super().__init__(*args, **kwargs)