From: François Fleuret <francois@fleuret.org>
Date: Sat, 14 Sep 2024 19:17:18 +0000 (+0200)
Subject: Update.
X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=commitdiff_plain;h=f1c942d6464644b4490e9450bc458a7a31cabb3e;p=culture.git

Update.
---

diff --git a/main.py b/main.py
index 62cbd2f..b751374 100755
--- a/main.py
+++ b/main.py
@@ -1362,10 +1362,7 @@ for n_epoch in range(current_epoch, args.nb_epochs):
         if n_epoch == 0:
             args = args[:1]
 
-        c_quizzes, agreements = multithread_execution(
-            generate_ae_c_quizzes,
-            args,
-        )
+        c_quizzes, agreements = multithread_execution(generate_ae_c_quizzes, args)
 
         save_c_quizzes_with_scores(
             models,
@@ -1398,13 +1395,17 @@ for n_epoch in range(current_epoch, args.nb_epochs):
 
     # None if c_quizzes is None else c_quizzes[agreements[:, model.id]],
 
-    multithread_execution(
-        one_ae_epoch,
-        [
-            (model, quiz_machine, n_epoch, c_quizzes, gpu)
-            for model, gpu in zip(weakest_models, gpus)
-        ],
-    )
+    args = [
+        (model, quiz_machine, n_epoch, c_quizzes, gpu)
+        for model, gpu in zip(weakest_models, gpus)
+    ]
+
+    # Ugly hack: Only one thread during the first epoch so that
+    # compilation of the model does not explode
+    if n_epoch == 0:
+        args = args[:1]
+
+    multithread_execution(one_ae_epoch, args)
 
     # --------------------------------------------------------------------