Update modeling_super_linear.py

modeling_super_linear.py

@@ -420,10 +420,10 @@ class Model(nn.Module):
         else:
             out = self.moe(x)
 
-        if self.max_horizon < pred_len:
+        if self.train_pred_len < pred_len:
             outputs = [out]
             ar_x = torch.cat([x, out], dim=1)[:, -self.seq_len:]
-            for i in range(0, inf_pred_len, self.max_horizon):
+            for i in range(0, inf_pred_len, self.train_pred_len):
                 ar_out, _ = self.moe(ar_x)
                 outputs.append(ar_out)
                 ar_x = torch.cat([ar_x, ar_out], dim=1)[:, -self.seq_len:]