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Update config_util.py

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gesen2egee
2024-04-11 01:39:17 +08:00
committed by GitHub
parent 086f6000f2
commit 36d4023431
1 changed files with 15 additions and 4 deletions
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library/config_util.py
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@@ -498,10 +498,21 @@ def generate_dataset_group_by_blueprint(dataset_group_blueprint: DatasetGroupBlu
else:
subset_klass = FineTuningSubset
dataset_klass = FineTuningDataset
if subset_klass == DreamBoothSubset:
subsets = [subset_klass(**asdict(subset_blueprint.params)) for subset_blueprint in dataset_blueprint.subsets if subset_blueprint.params.is_reg is False]
else:
subsets = [subset_klass(**asdict(subset_blueprint.params)) for subset_blueprint in dataset_blueprint.subsets]
subsets = []
for subset_blueprint in dataset_blueprint.subsets:
subset_blueprint.params.num_repeats = 1
subset_blueprint.params.color_aug = False
subset_blueprint.params.flip_aug = False
subset_blueprint.params.random_crop = False
subset_blueprint.params.random_crop = None
subset_blueprint.params.caption_dropout_rate = 0.0
subset_blueprint.params.caption_dropout_every_n_epochs = 0
subset_blueprint.params.caption_tag_dropout_rate = 0.0
subset_blueprint.params.token_warmup_step = 0
if subset_klass != DreamBoothSubset or not subset_blueprint.params.is_reg:
subsets.append(subset_klass(**asdict(subset_blueprint.params)))
dataset = dataset_klass(subsets=subsets, is_train=False, **asdict(dataset_blueprint.params))
val_datasets.append(dataset)