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renzhc
diffusers_dcu
Commits
5164c9fa
Unverified
Commit
5164c9fa
authored
Sep 01, 2022
by
Santiago Víquez
Committed by
GitHub
Sep 01, 2022
Browse files
[Type hint] Score SDE VE pipeline (#325)
parent
93debd30
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src/diffusers/pipelines/score_sde_ve/pipeline_score_sde_ve.py
...diffusers/pipelines/score_sde_ve/pipeline_score_sde_ve.py
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src/diffusers/pipelines/score_sde_ve/pipeline_score_sde_ve.py
View file @
5164c9fa
#!/usr/bin/env python3
import
warnings
from
typing
import
Optional
import
torch
from
diffusers
import
DiffusionPipeline
from
...models
import
UNet2DModel
from
...schedulers
import
ScoreSdeVeScheduler
class
ScoreSdeVePipeline
(
DiffusionPipeline
):
def
__init__
(
self
,
unet
,
scheduler
):
unet
:
UNet2DModel
scheduler
:
ScoreSdeVeScheduler
def
__init__
(
self
,
unet
:
UNet2DModel
,
scheduler
:
DiffusionPipeline
):
super
().
__init__
()
self
.
register_modules
(
unet
=
unet
,
scheduler
=
scheduler
)
@
torch
.
no_grad
()
def
__call__
(
self
,
batch_size
=
1
,
num_inference_steps
=
2000
,
generator
=
None
,
output_type
=
"pil"
,
**
kwargs
):
def
__call__
(
self
,
batch_size
:
int
=
1
,
num_inference_steps
:
int
=
2000
,
generator
:
Optional
[
torch
.
Generator
]
=
None
,
output_type
:
Optional
[
str
]
=
"pil"
,
**
kwargs
,
):
if
"torch_device"
in
kwargs
:
device
=
kwargs
.
pop
(
"torch_device"
)
warnings
.
warn
(
...
...
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