FilesExpand file tree

main

/

__init__.py

Copy path

Blame

More file actions

Blame

More file actions

Latest commit

 

History

History

History

163 lines (152 loc) · 5.27 KB

main

/

__init__.py

Copy path

Top

File metadata and controls

• Code
• Blame

163 lines (152 loc) · 5.27 KB

Raw

Copy raw file

Download raw file

Open symbols panel

Edit and raw actions

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

96

97

98

99

100

101

102

103

104

105

106

107

108

109

110

111

112

113

114

115

116

117

118

119

120

121

122

123

124

125

126

127

128

129

130

131

132

133

134

135

136

137

138

139

140

141

142

143

144

145

146

147

148

149

150

151

152

153

154

155

156

157

158

159

160

161

162

163

__version__ = "0.11.0.dev0"

from .configuration_utils import ConfigMixin

from .onnx_utils import OnnxRuntimeModel

from .utils import (

OptionalDependencyNotAvailable,

is_flax_available,

is_inflect_available,

is_k_diffusion_available,

is_librosa_available,

is_onnx_available,

is_scipy_available,

is_torch_available,

is_transformers_available,

is_transformers_version,

is_unidecode_available,

logging,

)

try:

if not is_torch_available():

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_pt_objects import * # noqa F403

else:

from .modeling_utils import ModelMixin

from .models import AutoencoderKL, Transformer2DModel, UNet1DModel, UNet2DConditionModel, UNet2DModel, VQModel

from .optimization import (

get_constant_schedule,

get_constant_schedule_with_warmup,

get_cosine_schedule_with_warmup,

get_cosine_with_hard_restarts_schedule_with_warmup,

get_linear_schedule_with_warmup,

get_polynomial_decay_schedule_with_warmup,

get_scheduler,

)

from .pipeline_utils import DiffusionPipeline

from .pipelines import (

DanceDiffusionPipeline,

DDIMPipeline,

DDPMPipeline,

KarrasVePipeline,

LDMPipeline,

LDMSuperResolutionPipeline,

PNDMPipeline,

RePaintPipeline,

ScoreSdeVePipeline,

)

from .schedulers import (

DDIMScheduler,

DDPMScheduler,

DPMSolverMultistepScheduler,

DPMSolverSinglestepScheduler,

EulerAncestralDiscreteScheduler,

EulerDiscreteScheduler,

HeunDiscreteScheduler,

IPNDMScheduler,

KarrasVeScheduler,

KDPM2AncestralDiscreteScheduler,

KDPM2DiscreteScheduler,

PNDMScheduler,

RePaintScheduler,

SchedulerMixin,

ScoreSdeVeScheduler,

VQDiffusionScheduler,

)

from .training_utils import EMAModel

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 .schedulers import LMSDiscreteScheduler

try:

if not (is_torch_available() and is_transformers_available()):

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_torch_and_transformers_objects import * # noqa F403

else:

from .pipelines import (

AltDiffusionImg2ImgPipeline,

AltDiffusionPipeline,

CycleDiffusionPipeline,

LDMTextToImagePipeline,

PaintByExamplePipeline,

StableDiffusionDepth2ImgPipeline,

StableDiffusionImageVariationPipeline,

StableDiffusionImg2ImgPipeline,

StableDiffusionInpaintPipeline,

StableDiffusionInpaintPipelineLegacy,

StableDiffusionPipeline,

StableDiffusionPipelineSafe,

StableDiffusionUpscalePipeline,

VersatileDiffusionDualGuidedPipeline,

VersatileDiffusionImageVariationPipeline,

VersatileDiffusionPipeline,

VersatileDiffusionTextToImagePipeline,

VQDiffusionPipeline,

)

try:

if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()):

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_torch_and_transformers_and_k_diffusion_objects import * # noqa F403

else:

from .pipelines import StableDiffusionKDiffusionPipeline

try:

if not (is_torch_available() and is_transformers_available() and is_onnx_available()):

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_torch_and_transformers_and_onnx_objects import * # noqa F403

else:

from .pipelines import (

OnnxStableDiffusionImg2ImgPipeline,

OnnxStableDiffusionInpaintPipeline,

OnnxStableDiffusionInpaintPipelineLegacy,

OnnxStableDiffusionPipeline,

StableDiffusionOnnxPipeline,

)

try:

if not (is_torch_available() and is_librosa_available()):

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_torch_and_librosa_objects import * # noqa F403

else:

from .pipelines import AudioDiffusionPipeline, Mel

try:

if not is_flax_available():

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_flax_objects import * # noqa F403

else:

from .modeling_flax_utils import FlaxModelMixin

from .models.unet_2d_condition_flax import FlaxUNet2DConditionModel

from .models.vae_flax import FlaxAutoencoderKL

from .pipeline_flax_utils import FlaxDiffusionPipeline

from .schedulers import (

FlaxDDIMScheduler,

FlaxDDPMScheduler,

FlaxDPMSolverMultistepScheduler,

FlaxKarrasVeScheduler,

FlaxLMSDiscreteScheduler,

FlaxPNDMScheduler,

FlaxSchedulerMixin,

FlaxScoreSdeVeScheduler,

)

try:

if not (is_flax_available() and is_transformers_available()):

raise OptionalDependencyNotAvailable()

except OptionalDependencyNotAvailable:

from .utils.dummy_flax_and_transformers_objects import * # noqa F403

else:

from .pipelines import FlaxStableDiffusionPipeline