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Merge pull request #79 from mgz-dev/tensorboard-improvements

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expand details in tensorboard logs
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Kohya S
2023-01-21 12:46:13 +09:00
committed by GitHub
parent 7dbcef745a e5d9f483f0
commit 7ee808d5d7
2 changed files with 18 additions and 5 deletions
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12
library/train_util.py
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@@ -1408,5 +1408,17 @@ def save_state_on_train_end(args: argparse.Namespace, accelerator):
model_name = DEFAULT_LAST_OUTPUT_NAME if args.output_name is None else args.output_name
accelerator.save_state(os.path.join(args.output_dir, LAST_STATE_NAME.format(model_name)))
def generate_step_logs(args: argparse.Namespace, current_loss, avr_loss, lr_scheduler):
logs = {"loss/current": current_loss, "loss/average": avr_loss}
if args.network_train_unet_only:
logs["lr/unet"] = lr_scheduler.get_last_lr()[0]
elif args.network_train_text_encoder_only:
logs["lr/textencoder"] = lr_scheduler.get_last_lr()[0]
else:
logs["lr/textencoder"] = lr_scheduler.get_last_lr()[0]
logs["lr/unet"] = lr_scheduler.get_last_lr()[-1]
return logs
# endregion