Remove unused params for hparam script (rasbt#710)

Author: rasbt

ch05/05_bonus_hparam_tuning/hparam_search.py

@@ -64,8 +64,7 @@ def evaluate_model(model, train_loader, val_loader, device, eval_iter):
 
 
 def train_model(model, train_loader, val_loader, optimizer, device,
-                n_epochs, eval_freq, eval_iter,
-                encoded_start_context, tokenizer, warmup_iters=10,
+                n_epochs, eval_iter, warmup_iters=10,
                 initial_lr=3e-05, min_lr=1e-6):
     global_step = 0
 
@@ -192,9 +191,7 @@ def train_model(model, train_loader, val_loader, optimizer, device,
             train_loss, val_loss = train_model(
                 model, train_loader, val_loader, optimizer, device,
                 n_epochs=HPARAM_CONFIG["n_epochs"],
-                eval_freq=5, eval_iter=1,
-                encoded_start_context=encoded_tensor,
-                tokenizer=tokenizer,
+                eval_iter=1,
                 warmup_iters=HPARAM_CONFIG["warmup_iters"],
                 initial_lr=HPARAM_CONFIG["initial_lr"],
                 min_lr=HPARAM_CONFIG["min_lr"]