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fix bugs for sd3 controlnet training #9489

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Merged
merged 3 commits into from
Sep 23, 2024
Merged

fix bugs for sd3 controlnet training #9489

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945616f
fix bugs for sd3 controlnet training
xduzhangjiayu Sep 21, 2024
fa7396b
Merge branch 'main' into fix_sd3_training
sayakpaul Sep 21, 2024
87dc681
Merge branch 'main' into fix_sd3_training
yiyixuxu Sep 23, 2024
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5 changes: 3 additions & 2 deletions examples/controlnet/train_controlnet_sd3.py
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Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@
import transformers
from accelerate import Accelerator
from accelerate.logging import get_logger
from accelerate.utils import ProjectConfiguration, set_seed
from accelerate.utils import DistributedDataParallelKwargs, ProjectConfiguration, set_seed
from datasets import load_dataset
from huggingface_hub import create_repo, upload_folder
from packaging import version
Expand Down Expand Up @@ -899,12 +899,13 @@ def main(args):
logging_dir = Path(args.output_dir, args.logging_dir)

accelerator_project_config = ProjectConfiguration(project_dir=args.output_dir, logging_dir=logging_dir)

kwargs = DistributedDataParallelKwargs(find_unused_parameters=True)
accelerator = Accelerator(
gradient_accumulation_steps=args.gradient_accumulation_steps,
mixed_precision=args.mixed_precision,
log_with=args.report_to,
project_config=accelerator_project_config,
kwargs_handlers=[kwargs],
)

# Disable AMP for MPS.
Expand Down
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