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Set random seed #2438

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Merged
merged 7 commits into from
Jun 7, 2023
Merged

Set random seed #2438

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ba0913d
add seed
clee2000 Jun 6, 2023
ed86392
Update conf.py
clee2000 Jun 6, 2023
fd1be7b
update
clee2000 Jun 7, 2023
cf11d32
Merge branch 'main' into csl/reset
Jun 7, 2023
8a8cc94
Update changing_default_device.py
malfet Jun 7, 2023
5f2160c
Update conf.py
malfet Jun 7, 2023
4179a4f
Update neural_style_tutorial.py
malfet Jun 7, 2023
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1 change: 1 addition & 0 deletions advanced_source/neural_style_tutorial.py
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Original file line number Diff line number Diff line change
Expand Up @@ -70,6 +70,7 @@
# method is used to move tensors or modules to a desired device.

device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
torch.set_default_device(device)

######################################################################
# Loading the Images
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9 changes: 8 additions & 1 deletion conf.py
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Expand Up @@ -34,6 +34,7 @@
import pytorch_sphinx_theme
import torch
import glob
import random
import shutil
from custom_directives import IncludeDirective, GalleryItemDirective, CustomGalleryItemDirective, CustomCalloutItemDirective, CustomCardItemDirective
import distutils.file_util
Expand Down Expand Up @@ -85,6 +86,11 @@

# -- Sphinx-gallery configuration --------------------------------------------

def reset_seeds(gallery_conf, fname):
torch.manual_seed(42)
torch.set_default_device('cpu')
random.seed(10)

sphinx_gallery_conf = {
'examples_dirs': ['beginner_source', 'intermediate_source',
'advanced_source', 'recipes_source', 'prototype_source'],
Expand All @@ -94,7 +100,8 @@
'backreferences_dir': None,
'first_notebook_cell': ("# For tips on running notebooks in Google Colab, see\n"
"# https://pytorch.org/tutorials/beginner/colab\n"
"%matplotlib inline")
"%matplotlib inline"),
'reset_modules': (reset_seeds)
}

if os.getenv('GALLERY_PATTERN'):
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