diff --git a/fine_tune.py b/fine_tune.py
index c5e99ad4..27d64739 100644
--- a/fine_tune.py
+++ b/fine_tune.py
@@ -406,7 +406,7 @@ def train(args):
                 accelerator.log(logs, step=global_step)
 
             loss_recorder.add(epoch=epoch, step=step, loss=current_loss)
-            avr_loss: float = loss_recorder.get_moving_average()
+            avr_loss: float = loss_recorder.moving_average
             logs = {"avr_loss": avr_loss}  # , "lr": lr_scheduler.get_last_lr()[0]}
             progress_bar.set_postfix(**logs)
 
@@ -414,7 +414,7 @@ def train(args):
                 break
 
         if args.logging_dir is not None:
-            logs = {"loss/epoch": loss_recorder.get_moving_average()}
+            logs = {"loss/epoch": loss_recorder.moving_average}
             accelerator.log(logs, step=epoch + 1)
 
         accelerator.wait_for_everyone()
diff --git a/library/train_util.py b/library/train_util.py
index 7f7190b3..e86293e3 100644
--- a/library/train_util.py
+++ b/library/train_util.py
@@ -4700,5 +4700,6 @@ class LossRecorder:
             self.loss_list[step] = loss
         self.loss_total += loss
 
-    def get_moving_average(self) -> float:
+    @property
+    def moving_average(self) -> float:
         return self.loss_total / len(self.loss_list)
diff --git a/sdxl_train.py b/sdxl_train.py
index 096c89e9..9017d7b8 100644
--- a/sdxl_train.py
+++ b/sdxl_train.py
@@ -633,7 +633,7 @@ def train(args):
                 accelerator.log(logs, step=global_step)
 
             loss_recorder.add(epoch=epoch, step=step, loss=current_loss)
-            avr_loss: float = loss_recorder.get_moving_average()
+            avr_loss: float = loss_recorder.moving_average
             logs = {"avr_loss": avr_loss}  # , "lr": lr_scheduler.get_last_lr()[0]}
             progress_bar.set_postfix(**logs)
 
@@ -641,7 +641,7 @@ def train(args):
                 break
 
         if args.logging_dir is not None:
-            logs = {"loss/epoch": loss_recorder.get_moving_average()}
+            logs = {"loss/epoch": loss_recorder.moving_average}
             accelerator.log(logs, step=epoch + 1)
 
         accelerator.wait_for_everyone()
diff --git a/train_db.py b/train_db.py
index 11230349..aa741794 100644
--- a/train_db.py
+++ b/train_db.py
@@ -392,7 +392,7 @@ def train(args):
                 accelerator.log(logs, step=global_step)
 
             loss_recorder.add(epoch=epoch, step=step, loss=current_loss)
-            avr_loss: float = loss_recorder.get_moving_average()
+            avr_loss: float = loss_recorder.moving_average
             logs = {"avr_loss": avr_loss}  # , "lr": lr_scheduler.get_last_lr()[0]}
             progress_bar.set_postfix(**logs)
 
@@ -400,7 +400,7 @@ def train(args):
                 break
 
         if args.logging_dir is not None:
-            logs = {"loss/epoch": loss_recorder.get_moving_average()}
+            logs = {"loss/epoch": loss_recorder.moving_average}
             accelerator.log(logs, step=epoch + 1)
 
         accelerator.wait_for_everyone()
diff --git a/train_network.py b/train_network.py
index 58f7e445..c81aeff8 100644
--- a/train_network.py
+++ b/train_network.py
@@ -854,7 +854,7 @@ class NetworkTrainer:
 
                 current_loss = loss.detach().item()
                 loss_recorder.add(epoch=epoch, step=step, loss=current_loss)
-                avr_loss: float = loss_recorder.get_moving_average()
+                avr_loss: float = loss_recorder.moving_average
                 logs = {"avr_loss": avr_loss}  # , "lr": lr_scheduler.get_last_lr()[0]}
                 progress_bar.set_postfix(**logs)
 
@@ -869,7 +869,7 @@ class NetworkTrainer:
                     break
 
             if args.logging_dir is not None:
-                logs = {"loss/epoch": loss_recorder.get_moving_average()}
+                logs = {"loss/epoch": loss_recorder.moving_average}
                 accelerator.log(logs, step=epoch + 1)
 
             accelerator.wait_for_everyone()