hysts HF staff commited on
Commit
609aa31
1 Parent(s): 6ff910e

Add changes from https://github.com/huggingface/diffusers/pull/2106

Browse files
Files changed (1) hide show
  1. train_dreambooth_lora.py +20 -14
train_dreambooth_lora.py CHANGED
@@ -215,7 +215,13 @@ def parse_args(input_args=None):
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  ),
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  )
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  parser.add_argument(
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- "--center_crop", action="store_true", help="Whether to center crop images before resizing to resolution"
 
 
 
 
 
 
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  )
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  parser.add_argument(
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  "--train_batch_size", type=int, default=4, help="Batch size (per device) for the training dataloader."
@@ -988,19 +994,19 @@ def main(args):
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  out_path = test_image_dir / f'image_{i}.png'
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  image.save(out_path)
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- for tracker in accelerator.trackers:
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- if tracker.name == "tensorboard":
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- np_images = np.stack([np.asarray(img) for img in images])
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- tracker.writer.add_images("test", np_images, epoch, dataformats="NHWC")
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- if tracker.name == "wandb":
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- tracker.log(
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- {
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- "test": [
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- wandb.Image(image, caption=f"{i}: {args.validation_prompt}")
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- for i, image in enumerate(images)
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- ]
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- }
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- )
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  if args.push_to_hub:
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  save_model_card(
 
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  ),
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  )
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  parser.add_argument(
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+ "--center_crop",
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+ default=False,
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+ action="store_true",
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+ help=(
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+ "Whether to center crop the input images to the resolution. If not set, the images will be randomly"
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+ " cropped. The images will be resized to the resolution first before cropping."
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+ ),
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  )
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  parser.add_argument(
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  "--train_batch_size", type=int, default=4, help="Batch size (per device) for the training dataloader."
 
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  out_path = test_image_dir / f'image_{i}.png'
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  image.save(out_path)
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+ for tracker in accelerator.trackers:
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+ if tracker.name == "tensorboard":
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+ np_images = np.stack([np.asarray(img) for img in images])
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+ tracker.writer.add_images("test", np_images, epoch, dataformats="NHWC")
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+ if tracker.name == "wandb":
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+ tracker.log(
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+ {
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+ "test": [
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+ wandb.Image(image, caption=f"{i}: {args.validation_prompt}")
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+ for i, image in enumerate(images)
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+ ]
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+ }
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+ )
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  if args.push_to_hub:
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  save_model_card(