[GitHub] [tvm] masahi commented on a diff in pull request #10986: [MetaSchedule][Refactor] Introduce TuneConfig

[GitBox <gi...@apache.org>]

masahi commented on code in PR #10986:
URL: https://github.com/apache/tvm/pull/10986#discussion_r849073870


##########
python/tvm/meta_schedule/search_strategy/evolutionary_search.py:
##########
@@ -64,13 +64,13 @@ def __init__(
         *,
         num_trials_per_iter: int,
         max_trials_per_task: int,
-        population_size: int,
-        init_measured_ratio: float,
-        init_min_unmeasured: int,
-        genetic_num_iters: int,
-        genetic_mutate_prob: float,
-        genetic_max_fail_count: int,
-        eps_greedy: float,
+        population_size: int = 2048,
+        init_measured_ratio: float = 0.2,
+        init_min_unmeasured: int = 50,
+        genetic_num_iters: int = 4,
+        genetic_mutate_prob: float = 0.85,
+        genetic_max_fail_count: int = 10,
+        eps_greedy: float = 0.05,

Review Comment:
   If I want to tweak these params, I need to manually call `config.create_strategy(...)`, and I don't see an easy tuning API for such case.  



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