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fix error reported 'find_unused_parameters' running in mutiple GPUs #5355

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merged 3 commits into from
Oct 27, 2023
Merged

fix error reported 'find_unused_parameters' running in mutiple GPUs #5355

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1470b31
fix error reported 'find_unused_parameters' running in mutiple GPUs o…
Oct 10, 2023
5f2dfd3
fix code check of importing module by its alphabetic order
jiaqiw09 Oct 13, 2023
308a2a5
Merge branch 'main' into find_unused_parameters
DN6 Oct 27, 2023
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5 changes: 3 additions & 2 deletions examples/dreambooth/train_dreambooth_lora_sdxl.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 huggingface_hub import create_repo, upload_folder
from packaging import version
from PIL import Image
Expand Down Expand Up @@ -579,12 +579,13 @@ 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],
)

if args.report_to == "wandb":
Expand Down
5 changes: 3 additions & 2 deletions examples/text_to_image/train_text_to_image_lora_sdxl.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@
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 @@ -491,12 +491,13 @@ 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],
)

if args.report_to == "wandb":
Expand Down
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