diff --git a/models/xPatch_SparseChannel.py b/models/xPatch_SparseChannel.py
index 88c3561..c809073 100644
--- a/models/xPatch_SparseChannel.py
+++ b/models/xPatch_SparseChannel.py
@@ -92,7 +92,7 @@ class Model(nn.Module):
         seasonal_init, trend_init = self.decomp(x_enc)
         
         # Season stream
-        y_season = self.season_net(seasonal_init, encoder=self.season_encoder)  # [B, C, pred_len]
+        y_season = self.season_net(seasonal_init)  # [B, C, pred_len]
         
         # Trend stream
         B, L, C = trend_init.shape
@@ -127,7 +127,7 @@ class Model(nn.Module):
         seasonal_init, trend_init = self.decomp(x_enc)
         
         # Season stream
-        y_season = self.season_net(seasonal_init, encoder=self.season_encoder)  # [B, C, pred_len]
+        y_season = self.season_net(seasonal_init)  # [B, C, pred_len]
         
         # print("shape:", trend_init.shape)
         # Trend stream