diff --git a/training.py b/training.py
index 1be713c..ab2b1e5 100644
--- a/training.py
+++ b/training.py
@@ -87,7 +87,7 @@ os.makedirs(audio_output_dir, exist_ok=True)
 
 # ========= SINGLE =========
 
-train_data_loader = DataLoader(dataset, batch_size=1024, shuffle=True, num_workers=24)
+train_data_loader = DataLoader(dataset, batch_size=2048, shuffle=True, num_workers=24)
 
 
 # ========= MODELS =========
@@ -104,7 +104,7 @@ if args.continue_training:
         discriminator.load_state_dict(torch.load(args.discriminator, map_location=device, weights_only=True))
     else:
         generator.load_state_dict(torch.load(f"{models_dir}/temp_generator.pt", map_location=device, weights_only=True))
-        discriminator.load_state_dict(torch.load(f"{models_dir}/temp_generator.pt", map_location=device, weights_only=True))
+        discriminator.load_state_dict(torch.load(f"{models_dir}/temp_discriminator.pt", map_location=device, weights_only=True))
 
         epoch_from_file = Data.read_data(f"{models_dir}/epoch_data.json")
         epoch = epoch_from_file["epoch"] + 1