File size: 1,182 Bytes
4ec2f90
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
from diffusers import (
    DDIMScheduler,
    EulerAncestralDiscreteScheduler,
    EulerDiscreteScheduler,
    HeunDiscreteScheduler,
    LMSDiscreteScheduler,
    UniPCMultistepScheduler,
)

SCHEDULER_LIST = [
    "DDIM",
    "EulerA",
    "Euler",
    "LMS",
    "Heun",
    "UniPC",
]


def get_scheduler_list(pipe, scheduler):
    if scheduler == SCHEDULER_LIST[0]:
        pipe.scheduler = DDIMScheduler.from_config(pipe.scheduler.config)

    elif scheduler == SCHEDULER_LIST[1]:
        pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(
            pipe.scheduler.config
        )

    elif scheduler == SCHEDULER_LIST[2]:
        pipe.scheduler = EulerDiscreteScheduler.from_config(
            pipe.scheduler.config
        )

    elif scheduler == SCHEDULER_LIST[3]:
        pipe.scheduler = LMSDiscreteScheduler.from_config(pipe.scheduler.config)

    elif scheduler == SCHEDULER_LIST[4]:
        pipe.scheduler = HeunDiscreteScheduler.from_config(
            pipe.scheduler.config
        )

    elif scheduler == SCHEDULER_LIST[5]:
        pipe.scheduler = UniPCMultistepScheduler.from_config(
            pipe.scheduler.config
        )

    return pipe