From 30e787129a667d5a4029f5bdf3c12d69cd9a27ed Mon Sep 17 00:00:00 2001
From: henryruhs <info@henryruhs.com>
Date: Sat, 22 Feb 2025 16:28:00 +0100
Subject: [PATCH] Introduce new AdversarialLoss class

---
 face_swapper/src/models/loss.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/face_swapper/src/models/loss.py b/face_swapper/src/models/loss.py
index 8d43a2f..81b1fb3 100644
--- a/face_swapper/src/models/loss.py
+++ b/face_swapper/src/models/loss.py
@@ -1,6 +1,5 @@
 import configparser
 from typing import List, Tuple
-from warnings import deprecated
 
 import torch
 from pytorch_msssim import ssim
@@ -79,7 +78,6 @@ class FaceSwapperLoss:
 		discriminator_loss_set['loss_discriminator'] = (loss_true + loss_fake) * 0.5
 		return discriminator_loss_set
 
-	@deprecated
 	def calc_adversarial_loss(self, discriminator_outputs : DiscriminatorOutputs) -> LossTensor:
 		loss_adversarials = []
 
@@ -98,7 +96,6 @@ class FaceSwapperLoss:
 		loss_attribute = torch.stack(loss_attributes).mean() * 0.5
 		return loss_attribute
 
-	@deprecated
 	def calc_reconstruction_loss(self, swap_tensor : VisionTensor, target_tensor : VisionTensor, is_same_person : Tensor) -> LossTensor:
 		loss_reconstruction = torch.pow(swap_tensor - target_tensor, 2).reshape(self.batch_size, -1)
 		loss_reconstruction = torch.mean(loss_reconstruction, dim = 1) * 0.5
@@ -107,7 +104,6 @@ class FaceSwapperLoss:
 		loss_reconstruction = (loss_reconstruction + loss_ssim) * 0.5
 		return loss_reconstruction
 
-	@deprecated
 	def calc_identity_loss(self, source_tensor : VisionTensor, swap_tensor : VisionTensor) -> LossTensor:
 		swap_embedding = calc_embedding(self.embedder, swap_tensor, (30, 0, 10, 10))
 		source_embedding = calc_embedding(self.embedder, source_tensor, (30, 0, 10, 10))