Update.

[culture.git] / main.py

diff --git a/main.py b/main.py
index 7b8b642..918f75d 100755 (executable)
--- a/main.py
+++ b/main.py
@@ -93,6 +93,12 @@ parser.add_argument("--accuracy_to_make_c_quizzes", type=float, default=0.975)
 
 parser.add_argument("--dirty_debug", action="store_true", default=False)
 
+parser.add_argument("--generation_temperature", type=float, default=1.0)
+
+parser.add_argument("--stochastic_validation", action="store_true", default=False)
+
+######################################################################
+
 parser.add_argument("--sky_height", type=int, default=6)
 
 parser.add_argument("--sky_width", type=int, default=8)
@@ -411,10 +417,14 @@ def create_c_quizzes(
             c_quizzes = quizz_machine.generate_quizzes(
                 nb_to_create,
                 model_for_generation=model_for_generation,
+                temperature=args.generation_temperature,
             )
 
             nb_correct, seq_logproba = quizz_machine.compute_correctness(
-                c_quizzes, models, both_directions=args.both_directions
+                c_quizzes,
+                models,
+                both_directions=args.both_directions,
+                deterministic_validation=not args.stochastic_validation,
             )
 
             for n, l in zip(nb_correct, seq_logproba):