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rework torchsde._brownian.brownian_interval replacement to use device.randn_local and respect the NV setting.

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AUTOMATIC1111
2023-08-03 07:18:55 +03:00
parent 84b6fcd02c
commit fca42949a3
2 changed files with 44 additions and 12 deletions
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12
modules/sd_samplers_common.py
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@@ -2,10 +2,8 @@ from collections import namedtuple
import numpy as np
import torch
from PIL import Image
from modules import devices, processing, images, sd_vae_approx, sd_samplers, sd_vae_taesd
from modules import devices, processing, images, sd_vae_approx, sd_samplers, sd_vae_taesd, shared
from modules.shared import opts, state
import modules.shared as shared
SamplerData = namedtuple('SamplerData', ['name', 'constructor', 'aliases', 'options'])
@@ -85,11 +83,13 @@ class InterruptedException(BaseException):
pass
if opts.randn_source == "CPU":
def replace_torchsde_browinan():
import torchsde._brownian.brownian_interval
def torchsde_randn(size, dtype, device, seed):
generator = torch.Generator(devices.cpu).manual_seed(int(seed))
return torch.randn(size, dtype=dtype, device=devices.cpu, generator=generator).to(device)
return devices.randn_local(seed, size).to(device=device, dtype=dtype)
torchsde._brownian.brownian_interval._randn = torchsde_randn
replace_torchsde_browinan()