Nupur Kumari commited on
Commit
f4d0eb6
1 Parent(s): c5ee943
Files changed (1) hide show
  1. trainer.py +4 -1
trainer.py CHANGED
@@ -70,6 +70,7 @@ class Trainer:
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  batch_size: int,
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  use_8bit_adam: bool,
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  gradient_checkpointing: bool,
 
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  ) -> tuple[dict, list[pathlib.Path]]:
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  if not torch.cuda.is_available():
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  raise gr.Error('CUDA is not available.')
@@ -94,7 +95,7 @@ class Trainer:
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  --output_dir={self.output_dir} \
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  --instance_prompt="{concept_prompt}" \
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  --class_data_dir={self.class_data_dir} \
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- --with_prior_preservation --real_prior --prior_loss_weight=1.0 \
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  --class_prompt="{class_prompt}" \
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  --resolution={resolution} \
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  --train_batch_size={batch_size} \
@@ -108,6 +109,8 @@ class Trainer:
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  '''
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  if modifier_token:
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  command += ' --modifier_token "<new1>"'
 
 
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  if use_8bit_adam:
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  command += ' --use_8bit_adam'
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  if train_text_encoder:
 
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  batch_size: int,
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  use_8bit_adam: bool,
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  gradient_checkpointing: bool,
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+ gen_images: bool,
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  ) -> tuple[dict, list[pathlib.Path]]:
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  if not torch.cuda.is_available():
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  raise gr.Error('CUDA is not available.')
 
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  --output_dir={self.output_dir} \
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  --instance_prompt="{concept_prompt}" \
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  --class_data_dir={self.class_data_dir} \
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+ --with_prior_preservation --prior_loss_weight=1.0 \
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  --class_prompt="{class_prompt}" \
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  --resolution={resolution} \
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  --train_batch_size={batch_size} \
 
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  '''
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  if modifier_token:
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  command += ' --modifier_token "<new1>"'
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+ if not gen_images:
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+ command += ' --real_prior'
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  if use_8bit_adam:
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  command += ' --use_8bit_adam'
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  if train_text_encoder: