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8tm avatar 8tm commented on September 22, 2024

I can take it but first I need to add fix for limiters

from dl-art-school.

152334H avatar 152334H commented on September 22, 2024

Where can I change the path to save the model? I'm training on Colab and I want it to save on Google Drive because when the environment disconnects, I lose all the checkpoints

Previously, I didn't want to symlink the experiments folder with gdrive storage because of how big each checkpoint was, relative to 15GB of free storage

Now that the default mechanism is to autodelete old checkpoints && also to not save unimportant stuff like training states / EMA, i think this is a lot more feasible

from dl-art-school.

HobisPL avatar HobisPL commented on September 22, 2024

Where can I change the path to save the model? I'm training on Colab and I want it to save on Google Drive because when the environment disconnects, I lose all the checkpoints

Previously, I didn't want to symlink the experiments folder with gdrive storage because of how big each checkpoint was, relative to 15GB of free storage

Now that the default mechanism is to autodelete old checkpoints && also to not save unimportant stuff like training states / EMA, i think this is a lot more feasible

DL-Art-School/codes/utils/options.py

Lines 35 to 61 in 43f445d

# path
if 'path' in opt.keys():
for key, path in opt['path'].items():
if path and key in opt['path'] and (key not in ['strict_load', 'optimizer_reset']):
opt['path'][key] = osp.expanduser(path)
else:
opt['path'] = {}
opt['path']['root'] = osp.abspath(osp.join(__file__, osp.pardir, osp.pardir, osp.pardir))
if is_train:
experiments_root = osp.join(opt['path']['root'], 'experiments', opt['name'])
opt['path']['experiments_root'] = experiments_root
opt['path']['models'] = osp.join(experiments_root, 'models')
opt['path']['training_state'] = osp.join(experiments_root, 'training_state')
opt['path']['log'] = experiments_root
opt['path']['val_images'] = osp.join(experiments_root, 'val_images')
# change some options for debug mode
if 'debug' in opt['name']:
opt['train']['val_freq'] = 8
opt['logger']['print_freq'] = 1
opt['logger']['save_checkpoint_freq'] = 8
else: # test
results_root = osp.join(opt['path']['root'], 'results', opt['name'])
opt['path']['results_root'] = results_root
opt['path']['log'] = results_root
return opt

I think we need to make changes to this file so that it can be edited through the configuration file.

from dl-art-school.

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