Kernel.apply_opts [pr] (#9917)

* Kernel.apply_opts [pr]

updated all `for opt in`. also updated a few test_liinearizer tests to not implcitly depend on hand_coded_optimization

* not you yet

extra/optimization/extract_sa_pairs.py

@@ -51,7 +51,7 @@ def dataset_from_cache(fn):
       lin = Kernel(eval(ast))
     except Exception:
       continue
-    for opt in k[:-1]: lin.apply_opt(opt)
+    lin.apply_opts(k[:-1])
     act = k[-1]
     log_ratio = math.log(old_tm/new_tm)
     #print(f"ratio: {old_tm/new_tm:6.2f}x (log {log_ratio:5.2f}) from {str(act):50s} on {lin.colored_shape()}")

extra/optimization/helpers.py

@@ -15,8 +15,7 @@ def ast_str_to_lin(ast_str:str, opts=None): return Kernel(ast_str_to_ast(ast_str
 def kern_str_to_lin(kern_str:str, opts=None):
   (ast, applied_opts,) = eval(kern_str)
   k = Kernel(ast, opts=opts)
-  for opt in applied_opts:
-    k.apply_opt(opt)
+  k.apply_opts(applied_opts)
   return k
 
 # load worlds, a dataset of about 12k kernels