Remove tuning_options from base_hillclimb

Author: stijnh

kernel_tuner/strategies/greedy_ils.py

@@ -38,7 +38,7 @@ def tune(searchspace: Searchspace, runner, tuning_options):
     last_improvement = 0
     while fevals < max_fevals:
         try:
-            candidate = base_hillclimb(candidate, neighbor, max_fevals, searchspace, tuning_options, cost_func, restart=restart, randomize=True)
+            candidate = base_hillclimb(candidate, neighbor, max_fevals, searchspace, cost_func, restart=restart, randomize=True)
             new_score = cost_func(candidate, check_restrictions=False)
         except StopCriterionReached as e:
             if tuning_options.verbose:

kernel_tuner/strategies/greedy_mls.py

@@ -29,7 +29,7 @@ def tune(searchspace: Searchspace, runner, tuning_options):
     #while searching
     while fevals < max_fevals:
         try:
-            base_hillclimb(candidate, neighbor, max_fevals, searchspace, tuning_options, cost_func, restart=restart, randomize=randomize, order=order)
+            base_hillclimb(candidate, neighbor, max_fevals, searchspace, cost_func, restart=restart, randomize=randomize, order=order)
         except StopCriterionReached as e:
             if tuning_options.verbose:
                 print(e)

kernel_tuner/strategies/hillclimbers.py

@@ -4,7 +4,7 @@
 from kernel_tuner.strategies.common import CostFunc
 
 
-def base_hillclimb(base_sol: tuple, neighbor_method: str, max_fevals: int, searchspace: Searchspace, tuning_options,
+def base_hillclimb(base_sol: tuple, neighbor_method: str, max_fevals: int, searchspace: Searchspace,
                    cost_func: CostFunc, restart=True, randomize=True, order=None):
     """Hillclimbing search until max_fevals is reached or no improvement is found.
 
@@ -25,10 +25,6 @@ def base_hillclimb(base_sol: tuple, neighbor_method: str, max_fevals: int, searc
     :params searchspace: The searchspace object.
     :type searchspace: Seachspace
 
-    :param tuning_options: A dictionary with all options regarding the tuning
-        process.
-    :type tuning_options: dict
-
     :param cost_func: An instance of `kernel_tuner.strategies.common.CostFunc`
     :type runner: kernel_tuner.strategies.common.CostFunc