add logging args for training scripts

This commit is contained in:
Kohya S
2024-02-08 21:16:42 +09:00
parent 9b8ea12d34
commit 055f02e1e1
9 changed files with 147 additions and 48 deletions

View File

@@ -35,9 +35,11 @@ from library.custom_train_functions import (
scale_v_prediction_loss_like_noise_prediction,
apply_debiased_estimation,
)
from library.utils import setup_logging
from library.utils import setup_logging, add_logging_arguments
setup_logging()
import logging
logger = logging.getLogger(__name__)
# perlin_noise,
@@ -197,7 +199,9 @@ def train(args):
args.max_train_steps = args.max_train_epochs * math.ceil(
len(train_dataloader) / accelerator.num_processes / args.gradient_accumulation_steps
)
accelerator.print(f"override steps. steps for {args.max_train_epochs} epochs is / 指定エポックまでのステップ数: {args.max_train_steps}")
accelerator.print(
f"override steps. steps for {args.max_train_epochs} epochs is / 指定エポックまでのステップ数: {args.max_train_steps}"
)
# データセット側にも学習ステップを送信
train_dataset_group.set_max_train_steps(args.max_train_steps)
@@ -268,7 +272,7 @@ def train(args):
if accelerator.is_main_process:
init_kwargs = {}
if args.wandb_run_name:
init_kwargs['wandb'] = {'name': args.wandb_run_name}
init_kwargs["wandb"] = {"name": args.wandb_run_name}
if args.log_tracker_config is not None:
init_kwargs = toml.load(args.log_tracker_config)
accelerator.init_trackers("dreambooth" if args.log_tracker_name is None else args.log_tracker_name, init_kwargs=init_kwargs)
@@ -459,6 +463,7 @@ def train(args):
def setup_parser() -> argparse.ArgumentParser:
parser = argparse.ArgumentParser()
add_logging_arguments(parser)
train_util.add_sd_models_arguments(parser)
train_util.add_dataset_arguments(parser, True, False, True)
train_util.add_training_arguments(parser, True)