20240907-09:22:50 argv ./main.py --result_dir=results_diffusion_v7_x10 --nb_models=10
20240907-09:22:50 args.log_filename train.log
20240907-09:22:50 args.result_dir results_diffusion_v7_x10
20240907-09:22:50 args.seed 0
20240907-09:22:50 args.resume False
20240907-09:22:50 args.max_percents_of_test_in_train -1
20240907-09:22:50 args.log_command None
20240907-09:22:50 args.nb_epochs 10000
20240907-09:22:50 args.batch_size 25
20240907-09:22:50 args.physical_batch_size None
20240907-09:22:50 args.inference_batch_size 25
20240907-09:22:50 args.nb_train_samples 25000
20240907-09:22:50 args.nb_test_samples 1000
20240907-09:22:50 args.nb_c_quizzes 2500
20240907-09:22:50 args.nb_new_c_quizzes_for_train None
20240907-09:22:50 args.nb_new_c_quizzes_for_test None
20240907-09:22:50 args.c_quiz_multiplier 1
20240907-09:22:50 args.learning_rate 0.0005
20240907-09:22:50 args.reboot False
20240907-09:22:50 args.model 37M
20240907-09:22:50 args.dim_model 512
20240907-09:22:50 args.dim_keys 64
20240907-09:22:50 args.dim_hidden 2048
20240907-09:22:50 args.nb_heads 8
20240907-09:22:50 args.nb_blocks 12
20240907-09:22:50 args.dropout 0.5
20240907-09:22:50 args.deterministic_synthesis False
20240907-09:22:50 args.problem grids
20240907-09:22:50 args.nb_threads 1
20240907-09:22:50 args.gpus all
20240907-09:22:50 args.nb_models 10
20240907-09:22:50 args.nb_diffusion_iterations 25
20240907-09:22:50 args.diffusion_delta 0.05
20240907-09:22:50 args.diffusion_epsilon 0.05
20240907-09:22:50 args.min_succeed_to_validate 2
20240907-09:22:50 args.max_fail_to_validate 3
20240907-09:22:50 args.accuracy_to_make_c_quizzes 0.95
20240907-09:22:50 args.proba_understands 0.95
20240907-09:22:50 args.proba_not_understands 0.1
20240907-09:22:50 args.temperature_hot 1.5
20240907-09:22:50 args.temperature_cold 1
20240907-09:22:50 args.prompt_noise 0.05
20240907-09:22:50 args.dirty_debug False
20240907-09:22:50 args.test None
20240907-09:22:50 args.grids_world_tasks replace_color,translate,grow,frame
20240907-09:22:50 args.sky_height 6
20240907-09:22:50 args.sky_width 8
20240907-09:22:50 args.sky_nb_birds 3
20240907-09:22:50 args.sky_nb_iterations 2
20240907-09:22:50 args.sky_speed 3
20240907-09:23:10 main_device cuda:0 gpus ['cuda:0', 'cuda:1']
20240907-09:23:10 vocabulary_size 15
20240907-09:23:12 nb_parameters 37820431 (37M)
20240907-09:23:12 wrote state.pth
20240907-09:23:12 --- epoch 0 ----------------------------------------
20240907-09:23:12 current_test_accuracies 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:23:12 time_train=0 time_c_quizzes=0
20240907-09:23:12 no_c_quiz
20240907-09:23:12 training model 0 (accuracy 0.0)
20240907-09:23:12 training model 1 (accuracy 0.0)
20240907-09:25:27 train_loss 0 model 0 0.5149795859754086
20240907-09:25:28 test_loss 0 model 0 0.0929550340399146
20240907-09:25:38 train_loss 0 model 1 0.5135654304549098
20240907-09:25:40 test_loss 0 model 1 0.1520535947754979
20240907-09:26:45 test_accuracy 0 model 0 nb_correct 0 / 808 (0.00%)
20240907-09:26:46 wrote culture_prediction_0000_00.png
20240907-09:26:47 wrote culture_generation_0000_00.png
20240907-09:26:57 test_accuracy 0 model 1 nb_correct 0 / 811 (0.00%)
20240907-09:26:58 wrote culture_prediction_0000_01.png
20240907-09:26:59 wrote culture_generation_0000_01.png
20240907-09:27:00 wrote ae_000.pth
20240907-09:27:00 wrote ae_001.pth
20240907-09:27:01 wrote ae_002.pth
20240907-09:27:01 wrote ae_003.pth
20240907-09:27:01 wrote ae_004.pth
20240907-09:27:01 wrote ae_005.pth
20240907-09:27:01 wrote ae_006.pth
20240907-09:27:01 wrote ae_007.pth
20240907-09:27:02 wrote ae_008.pth
20240907-09:27:02 wrote ae_009.pth
20240907-09:27:02 epoch_duration 3min49s next_finish 09:30:51
20240907-09:27:02 wrote state.pth
20240907-09:27:02 --- epoch 1 ----------------------------------------
20240907-09:27:02 current_test_accuracies 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:27:02 time_train=227 time_c_quizzes=0
20240907-09:27:02 no_c_quiz
20240907-09:27:02 training model 0 (accuracy 0.0)
20240907-09:27:02 training model 1 (accuracy 0.0)
20240907-09:29:06 train_loss 1 model 0 0.09169538347050547
20240907-09:29:06 train_loss 1 model 1 0.09941416910290718
20240907-09:29:07 test_loss 1 model 0 0.06870159832760692
20240907-09:29:08 test_loss 1 model 1 0.07090851282700897
20240907-09:30:24 test_accuracy 1 model 0 nb_correct 0 / 780 (0.00%)
20240907-09:30:25 test_accuracy 1 model 1 nb_correct 0 / 787 (0.00%)
20240907-09:30:26 wrote culture_prediction_0001_00.png
20240907-09:30:26 wrote culture_prediction_0001_01.png
20240907-09:30:27 wrote culture_generation_0001_00.png
20240907-09:30:28 wrote culture_generation_0001_01.png
20240907-09:30:28 wrote ae_000.pth
20240907-09:30:29 wrote ae_001.pth
20240907-09:30:29 wrote ae_002.pth
20240907-09:30:29 wrote ae_003.pth
20240907-09:30:30 wrote ae_004.pth
20240907-09:30:30 wrote ae_005.pth
20240907-09:30:30 wrote ae_006.pth
20240907-09:30:30 wrote ae_007.pth
20240907-09:30:31 wrote ae_008.pth
20240907-09:30:31 wrote ae_009.pth
20240907-09:30:31 epoch_duration 3min28s next_finish 09:34:00
20240907-09:30:31 wrote state.pth
20240907-09:30:31 --- epoch 2 ----------------------------------------
20240907-09:30:31 current_test_accuracies 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:30:31 time_train=432 time_c_quizzes=0
20240907-09:30:31 no_c_quiz
20240907-09:30:31 training model 0 (accuracy 0.0)
20240907-09:30:31 training model 1 (accuracy 0.0)
20240907-09:32:35 train_loss 2 model 0 0.0700900005325675
20240907-09:32:35 train_loss 2 model 1 0.06841035999916494
20240907-09:32:37 test_loss 2 model 0 0.05054705911315978
20240907-09:32:37 test_loss 2 model 1 0.04078773555811495
20240907-09:33:53 test_accuracy 2 model 0 nb_correct 31 / 812 (3.82%)
20240907-09:33:54 test_accuracy 2 model 1 nb_correct 16 / 823 (1.94%)
20240907-09:33:55 wrote culture_prediction_0002_00.png
20240907-09:33:55 wrote culture_prediction_0002_01.png
20240907-09:33:56 wrote culture_generation_0002_00.png
20240907-09:33:57 wrote culture_generation_0002_01.png
20240907-09:33:58 wrote ae_000.pth
20240907-09:33:58 wrote ae_001.pth
20240907-09:33:58 wrote ae_002.pth
20240907-09:33:59 wrote ae_003.pth
20240907-09:33:59 wrote ae_004.pth
20240907-09:33:59 wrote ae_005.pth
20240907-09:33:59 wrote ae_006.pth
20240907-09:33:59 wrote ae_007.pth
20240907-09:34:00 wrote ae_008.pth
20240907-09:34:00 wrote ae_009.pth
20240907-09:34:00 epoch_duration 3min29s next_finish 09:37:29
20240907-09:34:00 wrote state.pth
20240907-09:34:00 --- epoch 3 ----------------------------------------
20240907-09:34:00 current_test_accuracies 0.0382 0.0194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:34:00 time_train=638 time_c_quizzes=0
20240907-09:34:00 no_c_quiz
20240907-09:34:00 training model 2 (accuracy 0.0)
20240907-09:34:00 training model 3 (accuracy 0.0)
20240907-09:36:02 train_loss 3 model 2 0.48540221946686507
20240907-09:36:02 train_loss 3 model 3 0.501503273319453
20240907-09:36:03 test_loss 3 model 2 0.11278488514944911
20240907-09:36:04 test_loss 3 model 3 0.11028153905645013
20240907-09:37:20 test_accuracy 3 model 2 nb_correct 0 / 798 (0.00%)
20240907-09:37:21 test_accuracy 3 model 3 nb_correct 0 / 780 (0.00%)
20240907-09:37:22 wrote culture_prediction_0003_02.png
20240907-09:37:22 wrote culture_prediction_0003_03.png
20240907-09:37:23 wrote culture_generation_0003_02.png
20240907-09:37:24 wrote culture_generation_0003_03.png
20240907-09:37:24 wrote ae_000.pth
20240907-09:37:25 wrote ae_001.pth
20240907-09:37:26 wrote ae_002.pth
20240907-09:37:26 wrote ae_003.pth
20240907-09:37:26 wrote ae_004.pth
20240907-09:37:27 wrote ae_005.pth
20240907-09:37:27 wrote ae_006.pth
20240907-09:37:27 wrote ae_007.pth
20240907-09:37:27 wrote ae_008.pth
20240907-09:37:27 wrote ae_009.pth
20240907-09:37:27 epoch_duration 3min27s next_finish 09:40:55
20240907-09:37:27 wrote state.pth
20240907-09:37:27 --- epoch 4 ----------------------------------------
20240907-09:37:27 current_test_accuracies 0.0382 0.0194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:37:27 time_train=841 time_c_quizzes=0
20240907-09:37:27 no_c_quiz
20240907-09:37:27 training model 2 (accuracy 0.0)
20240907-09:37:27 training model 3 (accuracy 0.0)
20240907-09:39:32 train_loss 4 model 3 0.08953960352391005
20240907-09:39:32 train_loss 4 model 2 0.09429020779579877
20240907-09:39:33 test_loss 4 model 3 0.060719616385176776
20240907-09:39:34 test_loss 4 model 2 0.06605438655242324
20240907-09:40:51 test_accuracy 4 model 3 nb_correct 0 / 820 (0.00%)
20240907-09:40:51 test_accuracy 4 model 2 nb_correct 0 / 811 (0.00%)
20240907-09:40:52 wrote culture_prediction_0004_03.png
20240907-09:40:52 wrote culture_prediction_0004_02.png
20240907-09:40:54 wrote culture_generation_0004_03.png
20240907-09:40:54 wrote culture_generation_0004_02.png
20240907-09:40:55 wrote ae_000.pth
20240907-09:40:55 wrote ae_001.pth
20240907-09:40:56 wrote ae_002.pth
20240907-09:40:57 wrote ae_003.pth
20240907-09:40:57 wrote ae_004.pth
20240907-09:40:57 wrote ae_005.pth
20240907-09:40:57 wrote ae_006.pth
20240907-09:40:58 wrote ae_007.pth
20240907-09:40:58 wrote ae_008.pth
20240907-09:40:58 wrote ae_009.pth
20240907-09:40:58 epoch_duration 3min30s next_finish 09:44:29
20240907-09:40:58 wrote state.pth
20240907-09:40:58 --- epoch 5 ----------------------------------------
20240907-09:40:58 current_test_accuracies 0.0382 0.0194 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:40:58 time_train=1047 time_c_quizzes=0
20240907-09:40:58 no_c_quiz
20240907-09:40:58 training model 2 (accuracy 0.0)
20240907-09:40:58 training model 3 (accuracy 0.0)
20240907-09:43:03 train_loss 5 model 2 0.06985458566620946
20240907-09:43:03 train_loss 5 model 3 0.0668660761937499
20240907-09:43:04 test_loss 5 model 2 0.04281353894621134
20240907-09:43:04 test_loss 5 model 3 0.04351387121714652
20240907-09:44:21 test_accuracy 5 model 2 nb_correct 28 / 796 (3.52%)
20240907-09:44:22 test_accuracy 5 model 3 nb_correct 20 / 811 (2.47%)
20240907-09:44:23 wrote culture_prediction_0005_02.png
20240907-09:44:23 wrote culture_prediction_0005_03.png
20240907-09:44:24 wrote culture_generation_0005_02.png
20240907-09:44:25 wrote culture_generation_0005_03.png
20240907-09:44:25 wrote ae_000.pth
20240907-09:44:26 wrote ae_001.pth
20240907-09:44:27 wrote ae_002.pth
20240907-09:44:27 wrote ae_003.pth
20240907-09:44:27 wrote ae_004.pth
20240907-09:44:28 wrote ae_005.pth
20240907-09:44:28 wrote ae_006.pth
20240907-09:44:28 wrote ae_007.pth
20240907-09:44:28 wrote ae_008.pth
20240907-09:44:28 wrote ae_009.pth
20240907-09:44:28 epoch_duration 3min30s next_finish 09:47:59
20240907-09:44:28 wrote state.pth
20240907-09:44:29 --- epoch 6 ----------------------------------------
20240907-09:44:29 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:44:29 time_train=1253 time_c_quizzes=0
20240907-09:44:29 no_c_quiz
20240907-09:44:29 training model 4 (accuracy 0.0)
20240907-09:44:29 training model 5 (accuracy 0.0)
20240907-09:46:30 train_loss 6 model 4 0.4956115290224552
20240907-09:46:30 train_loss 6 model 5 0.5395453479513526
20240907-09:46:32 test_loss 6 model 4 0.09686623075976968
20240907-09:46:32 test_loss 6 model 5 0.12535499632358552
20240907-09:47:49 test_accuracy 6 model 4 nb_correct 0 / 801 (0.00%)
20240907-09:47:49 test_accuracy 6 model 5 nb_correct 0 / 807 (0.00%)
20240907-09:47:50 wrote culture_prediction_0006_04.png
20240907-09:47:51 wrote culture_prediction_0006_05.png
20240907-09:47:52 wrote culture_generation_0006_04.png
20240907-09:47:52 wrote culture_generation_0006_05.png
20240907-09:47:53 wrote ae_000.pth
20240907-09:47:54 wrote ae_001.pth
20240907-09:47:54 wrote ae_002.pth
20240907-09:47:55 wrote ae_003.pth
20240907-09:47:56 wrote ae_004.pth
20240907-09:47:57 wrote ae_005.pth
20240907-09:47:57 wrote ae_006.pth
20240907-09:47:57 wrote ae_007.pth
20240907-09:47:57 wrote ae_008.pth
20240907-09:47:58 wrote ae_009.pth
20240907-09:47:58 epoch_duration 3min29s next_finish 09:51:27
20240907-09:47:58 wrote state.pth
20240907-09:47:58 --- epoch 7 ----------------------------------------
20240907-09:47:58 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:47:58 time_train=1456 time_c_quizzes=0
20240907-09:47:58 no_c_quiz
20240907-09:47:58 training model 4 (accuracy 0.0)
20240907-09:47:58 training model 5 (accuracy 0.0)
20240907-09:50:03 train_loss 7 model 4 0.09251017171517015
20240907-09:50:03 train_loss 7 model 5 0.09569415170699358
20240907-09:50:04 test_loss 7 model 4 0.06776144294999539
20240907-09:50:04 test_loss 7 model 5 0.07286200253292918
20240907-09:51:21 test_accuracy 7 model 4 nb_correct 0 / 815 (0.00%)
20240907-09:51:22 test_accuracy 7 model 5 nb_correct 0 / 791 (0.00%)
20240907-09:51:23 wrote culture_prediction_0007_04.png
20240907-09:51:23 wrote culture_prediction_0007_05.png
20240907-09:51:25 wrote culture_generation_0007_04.png
20240907-09:51:25 wrote culture_generation_0007_05.png
20240907-09:51:25 wrote ae_000.pth
20240907-09:51:26 wrote ae_001.pth
20240907-09:51:27 wrote ae_002.pth
20240907-09:51:27 wrote ae_003.pth
20240907-09:51:28 wrote ae_004.pth
20240907-09:51:29 wrote ae_005.pth
20240907-09:51:29 wrote ae_006.pth
20240907-09:51:29 wrote ae_007.pth
20240907-09:51:30 wrote ae_008.pth
20240907-09:51:30 wrote ae_009.pth
20240907-09:51:30 epoch_duration 3min32s next_finish 09:55:02
20240907-09:51:30 wrote state.pth
20240907-09:51:30 --- epoch 8 ----------------------------------------
20240907-09:51:30 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240907-09:51:30 time_train=1663 time_c_quizzes=0
20240907-09:51:30 no_c_quiz
20240907-09:51:30 training model 4 (accuracy 0.0)
20240907-09:51:30 training model 5 (accuracy 0.0)
20240907-09:53:34 train_loss 8 model 5 0.07438852360658348
20240907-09:53:34 train_loss 8 model 4 0.07418557235226035
20240907-09:53:36 test_loss 8 model 5 0.05669549209997058
20240907-09:53:36 test_loss 8 model 4 0.04281252345535904
20240907-09:54:53 test_accuracy 8 model 5 nb_correct 12 / 790 (1.52%)
20240907-09:54:53 test_accuracy 8 model 4 nb_correct 20 / 806 (2.48%)
20240907-09:54:55 wrote culture_prediction_0008_04.png
20240907-09:54:55 wrote culture_prediction_0008_05.png
20240907-09:54:56 wrote culture_generation_0008_04.png
20240907-09:54:56 wrote culture_generation_0008_05.png
20240907-09:54:57 wrote ae_000.pth
20240907-09:54:58 wrote ae_001.pth
20240907-09:54:59 wrote ae_002.pth
20240907-09:55:00 wrote ae_003.pth
20240907-09:55:00 wrote ae_004.pth
20240907-09:55:01 wrote ae_005.pth
20240907-09:55:01 wrote ae_006.pth
20240907-09:55:01 wrote ae_007.pth
20240907-09:55:02 wrote ae_008.pth
20240907-09:55:02 wrote ae_009.pth
20240907-09:55:02 epoch_duration 3min32s next_finish 09:58:34
20240907-09:55:02 wrote state.pth
20240907-09:55:02 --- epoch 9 ----------------------------------------
20240907-09:55:02 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0000 0.0000 0.0000 0.0000
20240907-09:55:02 time_train=1869 time_c_quizzes=0
20240907-09:55:02 no_c_quiz
20240907-09:55:02 training model 6 (accuracy 0.0)
20240907-09:55:02 training model 7 (accuracy 0.0)
20240907-09:57:03 train_loss 9 model 6 0.576651744633913
20240907-09:57:03 train_loss 9 model 7 0.5429400624930859
20240907-09:57:05 test_loss 9 model 6 0.10602188427001238
20240907-09:57:05 test_loss 9 model 7 0.09680660078302025
20240907-09:58:22 test_accuracy 9 model 6 nb_correct 0 / 805 (0.00%)
20240907-09:58:22 test_accuracy 9 model 7 nb_correct 0 / 791 (0.00%)
20240907-09:58:24 wrote culture_prediction_0009_06.png
20240907-09:58:24 wrote culture_prediction_0009_07.png
20240907-09:58:25 wrote culture_generation_0009_06.png
20240907-09:58:25 wrote culture_generation_0009_07.png
20240907-09:58:26 wrote ae_000.pth
20240907-09:58:27 wrote ae_001.pth
20240907-09:58:28 wrote ae_002.pth
20240907-09:58:28 wrote ae_003.pth
20240907-09:58:29 wrote ae_004.pth
20240907-09:58:30 wrote ae_005.pth
20240907-09:58:30 wrote ae_006.pth
20240907-09:58:31 wrote ae_007.pth
20240907-09:58:31 wrote ae_008.pth
20240907-09:58:31 wrote ae_009.pth
20240907-09:58:31 epoch_duration 3min29s next_finish 10:02:01
20240907-09:58:31 wrote state.pth
20240907-09:58:31 --- epoch 10 ----------------------------------------
20240907-09:58:31 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0000 0.0000 0.0000 0.0000
20240907-09:58:31 time_train=2072 time_c_quizzes=0
20240907-09:58:31 no_c_quiz
20240907-09:58:31 training model 6 (accuracy 0.0)
20240907-09:58:31 training model 7 (accuracy 0.0)
20240907-10:00:36 train_loss 10 model 6 0.08942948736995458
20240907-10:00:36 train_loss 10 model 7 0.09648289157450199
20240907-10:00:37 test_loss 10 model 6 0.06209081616252661
20240907-10:00:38 test_loss 10 model 7 0.06640079971402883
20240907-10:01:55 test_accuracy 10 model 6 nb_correct 0 / 820 (0.00%)
20240907-10:01:55 test_accuracy 10 model 7 nb_correct 0 / 807 (0.00%)
20240907-10:01:56 wrote culture_prediction_0010_06.png
20240907-10:01:56 wrote culture_prediction_0010_07.png
20240907-10:01:57 wrote culture_generation_0010_06.png
20240907-10:01:58 wrote culture_generation_0010_07.png
20240907-10:01:59 wrote ae_000.pth
20240907-10:01:59 wrote ae_001.pth
20240907-10:02:00 wrote ae_002.pth
20240907-10:02:01 wrote ae_003.pth
20240907-10:02:02 wrote ae_004.pth
20240907-10:02:02 wrote ae_005.pth
20240907-10:02:03 wrote ae_006.pth
20240907-10:02:04 wrote ae_007.pth
20240907-10:02:04 wrote ae_008.pth
20240907-10:02:04 wrote ae_009.pth
20240907-10:02:04 epoch_duration 3min32s next_finish 10:05:37
20240907-10:02:04 wrote state.pth
20240907-10:02:04 --- epoch 11 ----------------------------------------
20240907-10:02:04 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0000 0.0000 0.0000 0.0000
20240907-10:02:04 time_train=2278 time_c_quizzes=0
20240907-10:02:04 no_c_quiz
20240907-10:02:04 training model 6 (accuracy 0.0)
20240907-10:02:04 training model 7 (accuracy 0.0)
20240907-10:04:09 train_loss 11 model 7 0.0693256604038179
20240907-10:04:09 train_loss 11 model 6 0.06461438796296716
20240907-10:04:10 test_loss 11 model 7 0.056591388583183286
20240907-10:04:10 test_loss 11 model 6 0.04549691928550601
20240907-10:05:27 test_accuracy 11 model 7 nb_correct 22 / 796 (2.76%)
20240907-10:05:28 test_accuracy 11 model 6 nb_correct 50 / 796 (6.28%)
20240907-10:05:29 wrote culture_prediction_0011_07.png
20240907-10:05:29 wrote culture_prediction_0011_06.png
20240907-10:05:31 wrote culture_generation_0011_07.png
20240907-10:05:31 wrote culture_generation_0011_06.png
20240907-10:05:32 wrote ae_000.pth
20240907-10:05:32 wrote ae_001.pth
20240907-10:05:33 wrote ae_002.pth
20240907-10:05:34 wrote ae_003.pth
20240907-10:05:34 wrote ae_004.pth
20240907-10:05:35 wrote ae_005.pth
20240907-10:05:36 wrote ae_006.pth
20240907-10:05:36 wrote ae_007.pth
20240907-10:05:37 wrote ae_008.pth
20240907-10:05:37 wrote ae_009.pth
20240907-10:05:37 epoch_duration 3min32s next_finish 10:09:09
20240907-10:05:37 wrote state.pth
20240907-10:05:37 --- epoch 12 ----------------------------------------
20240907-10:05:37 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0628 0.0276 0.0000 0.0000
20240907-10:05:37 time_train=2484 time_c_quizzes=0
20240907-10:05:37 no_c_quiz
20240907-10:05:37 training model 8 (accuracy 0.0)
20240907-10:05:37 training model 9 (accuracy 0.0)
20240907-10:07:39 train_loss 12 model 8 0.5724221282973886
20240907-10:07:39 train_loss 12 model 9 0.5049623888395727
20240907-10:07:40 test_loss 12 model 8 0.11401739679276943
20240907-10:07:40 test_loss 12 model 9 0.1120534649118781
20240907-10:08:57 test_accuracy 12 model 8 nb_correct 0 / 815 (0.00%)
20240907-10:08:58 test_accuracy 12 model 9 nb_correct 0 / 807 (0.00%)
20240907-10:08:59 wrote culture_prediction_0012_08.png
20240907-10:08:59 wrote culture_prediction_0012_09.png
20240907-10:09:00 wrote culture_generation_0012_08.png
20240907-10:09:01 wrote culture_generation_0012_09.png
20240907-10:09:01 wrote ae_000.pth
20240907-10:09:02 wrote ae_001.pth
20240907-10:09:03 wrote ae_002.pth
20240907-10:09:04 wrote ae_003.pth
20240907-10:09:04 wrote ae_004.pth
20240907-10:09:05 wrote ae_005.pth
20240907-10:09:06 wrote ae_006.pth
20240907-10:09:06 wrote ae_007.pth
20240907-10:09:07 wrote ae_008.pth
20240907-10:09:07 wrote ae_009.pth
20240907-10:09:07 epoch_duration 3min30s next_finish 10:12:38
20240907-10:09:07 wrote state.pth
20240907-10:09:07 --- epoch 13 ----------------------------------------
20240907-10:09:07 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0628 0.0276 0.0000 0.0000
20240907-10:09:07 time_train=2687 time_c_quizzes=0
20240907-10:09:07 no_c_quiz
20240907-10:09:07 training model 8 (accuracy 0.0)
20240907-10:09:07 training model 9 (accuracy 0.0)
20240907-10:11:12 train_loss 13 model 8 0.10106519362702966
20240907-10:11:12 train_loss 13 model 9 0.0915928508117795
20240907-10:11:13 test_loss 13 model 8 0.06958348965272307
20240907-10:11:13 test_loss 13 model 9 0.05704427156597376
20240907-10:12:30 test_accuracy 13 model 8 nb_correct 0 / 783 (0.00%)
20240907-10:12:31 test_accuracy 13 model 9 nb_correct 0 / 804 (0.00%)
20240907-10:12:32 wrote culture_prediction_0013_08.png
20240907-10:12:32 wrote culture_prediction_0013_09.png
20240907-10:12:34 wrote culture_generation_0013_08.png
20240907-10:12:34 wrote culture_generation_0013_09.png
20240907-10:12:35 wrote ae_000.pth
20240907-10:12:35 wrote ae_001.pth
20240907-10:12:36 wrote ae_002.pth
20240907-10:12:37 wrote ae_003.pth
20240907-10:12:38 wrote ae_004.pth
20240907-10:12:38 wrote ae_005.pth
20240907-10:12:39 wrote ae_006.pth
20240907-10:12:40 wrote ae_007.pth
20240907-10:12:41 wrote ae_008.pth
20240907-10:12:41 wrote ae_009.pth
20240907-10:12:41 epoch_duration 3min33s next_finish 10:16:15
20240907-10:12:41 wrote state.pth
20240907-10:12:41 --- epoch 14 ----------------------------------------
20240907-10:12:41 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0628 0.0276 0.0000 0.0000
20240907-10:12:41 time_train=2893 time_c_quizzes=0
20240907-10:12:41 no_c_quiz
20240907-10:12:41 training model 8 (accuracy 0.0)
20240907-10:12:41 training model 9 (accuracy 0.0)
20240907-10:14:46 train_loss 14 model 9 0.06814406142011285
20240907-10:14:46 train_loss 14 model 8 0.0744179661013186
20240907-10:14:47 test_loss 14 model 9 0.0420427936129272
20240907-10:14:48 test_loss 14 model 8 0.04561579101718962
20240907-10:16:05 test_accuracy 14 model 9 nb_correct 19 / 809 (2.35%)
20240907-10:16:05 test_accuracy 14 model 8 nb_correct 28 / 806 (3.47%)
20240907-10:16:06 wrote culture_prediction_0014_09.png
20240907-10:16:07 wrote culture_prediction_0014_08.png
20240907-10:16:08 wrote culture_generation_0014_09.png
20240907-10:16:08 wrote culture_generation_0014_08.png
20240907-10:16:09 wrote ae_000.pth
20240907-10:16:10 wrote ae_001.pth
20240907-10:16:10 wrote ae_002.pth
20240907-10:16:11 wrote ae_003.pth
20240907-10:16:12 wrote ae_004.pth
20240907-10:16:12 wrote ae_005.pth
20240907-10:16:13 wrote ae_006.pth
20240907-10:16:14 wrote ae_007.pth
20240907-10:16:14 wrote ae_008.pth
20240907-10:16:15 wrote ae_009.pth
20240907-10:16:15 epoch_duration 3min33s next_finish 10:19:49
20240907-10:16:15 wrote state.pth
20240907-10:16:15 --- epoch 15 ----------------------------------------
20240907-10:16:15 current_test_accuracies 0.0382 0.0194 0.0352 0.0247 0.0248 0.0152 0.0628 0.0276 0.0347 0.0235
20240907-10:16:15 time_train=3100 time_c_quizzes=0
20240907-10:16:15 no_c_quiz
20240907-10:16:15 training model 5 (accuracy 0.015189873054623604)
20240907-10:16:15 training model 1 (accuracy 0.019441070035099983)
20240907-10:18:20 train_loss 15 model 1 0.05794527585618198
20240907-10:18:20 train_loss 15 model 5 0.06093880991823971
20240907-10:18:21 test_loss 15 model 1 0.03842460620217025
20240907-10:18:21 test_loss 15 model 5 0.04558644951321185
20240907-10:19:38 test_accuracy 15 model 1 nb_correct 179 / 803 (22.29%)
20240907-10:19:38 test_accuracy 15 model 5 nb_correct 99 / 790 (12.53%)
20240907-10:19:40 wrote culture_prediction_0015_01.png
20240907-10:19:40 wrote culture_prediction_0015_05.png
20240907-10:19:41 wrote culture_generation_0015_01.png
20240907-10:19:42 wrote culture_generation_0015_05.png
20240907-10:19:42 wrote ae_000.pth
20240907-10:19:43 wrote ae_001.pth
20240907-10:19:44 wrote ae_002.pth
20240907-10:19:44 wrote ae_003.pth
20240907-10:19:45 wrote ae_004.pth
20240907-10:19:46 wrote ae_005.pth
20240907-10:19:46 wrote ae_006.pth
20240907-10:19:47 wrote ae_007.pth
20240907-10:19:48 wrote ae_008.pth
20240907-10:19:48 wrote ae_009.pth
20240907-10:19:48 epoch_duration 3min33s next_finish 10:23:22
20240907-10:19:48 wrote state.pth
20240907-10:19:48 --- epoch 16 ----------------------------------------
20240907-10:19:48 current_test_accuracies 0.0382 0.2229 0.0352 0.0247 0.0248 0.1253 0.0628 0.0276 0.0347 0.0235
20240907-10:19:48 time_train=3306 time_c_quizzes=0
20240907-10:19:48 no_c_quiz
20240907-10:19:48 training model 9 (accuracy 0.023485785350203514)
20240907-10:19:48 training model 3 (accuracy 0.02466091327369213)
20240907-10:21:53 train_loss 16 model 3 0.05800250022299588
20240907-10:21:53 train_loss 16 model 9 0.05706141386833042
20240907-10:21:55 test_loss 16 model 3 0.04170880052261054
20240907-10:21:55 test_loss 16 model 9 0.04111107231583446
20240907-10:23:12 test_accuracy 16 model 3 nb_correct 97 / 793 (12.23%)
20240907-10:23:12 test_accuracy 16 model 9 nb_correct 70 / 793 (8.83%)
20240907-10:23:14 wrote culture_prediction_0016_03.png
20240907-10:23:14 wrote culture_prediction_0016_09.png
20240907-10:23:15 wrote culture_generation_0016_03.png
20240907-10:23:15 wrote culture_generation_0016_09.png
20240907-10:23:16 wrote ae_000.pth
20240907-10:23:17 wrote ae_001.pth
20240907-10:23:17 wrote ae_002.pth
20240907-10:23:18 wrote ae_003.pth
20240907-10:23:19 wrote ae_004.pth
20240907-10:23:19 wrote ae_005.pth
20240907-10:23:20 wrote ae_006.pth
20240907-10:23:21 wrote ae_007.pth
20240907-10:23:21 wrote ae_008.pth
20240907-10:23:22 wrote ae_009.pth
20240907-10:23:22 epoch_duration 3min33s next_finish 10:26:56
20240907-10:23:22 wrote state.pth
20240907-10:23:22 --- epoch 17 ----------------------------------------
20240907-10:23:22 current_test_accuracies 0.0382 0.2229 0.0352 0.1223 0.0248 0.1253 0.0628 0.0276 0.0347 0.0883
20240907-10:23:22 time_train=3513 time_c_quizzes=0
20240907-10:23:22 no_c_quiz
20240907-10:23:22 training model 4 (accuracy 0.024813896045088768)
20240907-10:23:22 training model 7 (accuracy 0.027638191357254982)
20240907-10:25:26 train_loss 17 model 4 0.05913834842480719
20240907-10:25:27 train_loss 17 model 7 0.05719583605788648
20240907-10:25:28 test_loss 17 model 4 0.03916521407663822
20240907-10:25:28 test_loss 17 model 7 0.06066756471991539
20240907-10:26:45 test_accuracy 17 model 4 nb_correct 110 / 794 (13.85%)
20240907-10:26:45 test_accuracy 17 model 7 nb_correct 16 / 823 (1.94%)
20240907-10:26:47 wrote culture_prediction_0017_04.png
20240907-10:26:47 wrote culture_prediction_0017_07.png
20240907-10:26:48 wrote culture_generation_0017_04.png
20240907-10:26:49 wrote culture_generation_0017_07.png
20240907-10:26:49 wrote ae_000.pth
20240907-10:26:50 wrote ae_001.pth
20240907-10:26:51 wrote ae_002.pth
20240907-10:26:52 wrote ae_003.pth
20240907-10:26:52 wrote ae_004.pth
20240907-10:26:53 wrote ae_005.pth
20240907-10:26:54 wrote ae_006.pth
20240907-10:26:55 wrote ae_007.pth
20240907-10:26:55 wrote ae_008.pth
20240907-10:26:56 wrote ae_009.pth
20240907-10:26:56 epoch_duration 3min33s next_finish 10:30:30
20240907-10:26:56 wrote state.pth
20240907-10:26:56 --- epoch 18 ----------------------------------------
20240907-10:26:56 current_test_accuracies 0.0382 0.2229 0.0352 0.1223 0.1385 0.1253 0.0628 0.0194 0.0347 0.0883
20240907-10:26:56 time_train=3719 time_c_quizzes=0
20240907-10:26:56 no_c_quiz
20240907-10:26:56 training model 7 (accuracy 0.019441070035099983)
20240907-10:26:56 training model 8 (accuracy 0.034739453345537186)
20240907-10:29:00 train_loss 18 model 8 0.06009635044075549
20240907-10:29:00 train_loss 18 model 7 0.05041085126902908
20240907-10:29:02 test_loss 18 model 8 0.04544809060171247
20240907-10:29:02 test_loss 18 model 7 0.03479992065113038
20240907-10:30:19 test_accuracy 18 model 8 nb_correct 60 / 804 (7.46%)
20240907-10:30:19 test_accuracy 18 model 7 nb_correct 166 / 824 (20.15%)
20240907-10:30:21 wrote culture_prediction_0018_08.png
20240907-10:30:21 wrote culture_prediction_0018_07.png
20240907-10:30:22 wrote culture_generation_0018_08.png
20240907-10:30:22 wrote culture_generation_0018_07.png
20240907-10:30:23 wrote ae_000.pth
20240907-10:30:24 wrote ae_001.pth
20240907-10:30:24 wrote ae_002.pth
20240907-10:30:25 wrote ae_003.pth
20240907-10:30:26 wrote ae_004.pth
20240907-10:30:26 wrote ae_005.pth
20240907-10:30:27 wrote ae_006.pth
20240907-10:30:28 wrote ae_007.pth
20240907-10:30:28 wrote ae_008.pth
20240907-10:30:29 wrote ae_009.pth
20240907-10:30:29 epoch_duration 3min33s next_finish 10:34:02
20240907-10:30:29 wrote state.pth
20240907-10:30:29 --- epoch 19 ----------------------------------------
20240907-10:30:29 current_test_accuracies 0.0382 0.2229 0.0352 0.1223 0.1385 0.1253 0.0628 0.2015 0.0746 0.0883
20240907-10:30:29 time_train=3925 time_c_quizzes=0
20240907-10:30:29 no_c_quiz
20240907-10:30:29 training model 2 (accuracy 0.035175878554582596)
20240907-10:30:29 training model 0 (accuracy 0.03817734122276306)
20240907-10:32:34 train_loss 19 model 2 0.057072437062859534
20240907-10:32:34 train_loss 19 model 0 0.05874611316435039
20240907-10:32:35 test_loss 19 model 2 0.042738252552226186
20240907-10:32:36 test_loss 19 model 0 0.04143331595696509
20240907-10:33:53 test_accuracy 19 model 2 nb_correct 93 / 796 (11.68%)
20240907-10:33:53 test_accuracy 19 model 0 nb_correct 118 / 807 (14.62%)
20240907-10:33:54 wrote culture_prediction_0019_02.png
20240907-10:33:54 wrote culture_prediction_0019_00.png
20240907-10:33:56 wrote culture_generation_0019_00.png
20240907-10:33:56 wrote culture_generation_0019_02.png
20240907-10:33:57 wrote ae_000.pth
20240907-10:33:58 wrote ae_001.pth
20240907-10:33:58 wrote ae_002.pth
20240907-10:33:59 wrote ae_003.pth
20240907-10:34:00 wrote ae_004.pth
20240907-10:34:01 wrote ae_005.pth
20240907-10:34:01 wrote ae_006.pth
20240907-10:34:02 wrote ae_007.pth
20240907-10:34:03 wrote ae_008.pth
20240907-10:34:03 wrote ae_009.pth
20240907-10:34:03 epoch_duration 3min34s next_finish 10:37:38
20240907-10:34:03 wrote state.pth
20240907-10:34:03 --- epoch 20 ----------------------------------------
20240907-10:34:03 current_test_accuracies 0.1462 0.2229 0.1168 0.1223 0.1385 0.1253 0.0628 0.2015 0.0746 0.0883
20240907-10:34:03 time_train=4132 time_c_quizzes=0
20240907-10:34:03 no_c_quiz
20240907-10:34:03 training model 6 (accuracy 0.06281407177448273)
20240907-10:34:03 training model 8 (accuracy 0.0746268630027771)
20240907-10:36:08 train_loss 20 model 8 0.05435677681677043
20240907-10:36:08 train_loss 20 model 6 0.05564546740613878
20240907-10:36:09 test_loss 20 model 8 0.03801146005280316
20240907-10:36:09 test_loss 20 model 6 0.041102112433873114
20240907-10:37:26 test_accuracy 20 model 8 nb_correct 144 / 798 (18.05%)
20240907-10:37:26 test_accuracy 20 model 6 nb_correct 123 / 797 (15.43%)
20240907-10:37:28 wrote culture_prediction_0020_06.png
20240907-10:37:28 wrote culture_prediction_0020_08.png
20240907-10:37:29 wrote culture_generation_0020_06.png
20240907-10:37:30 wrote culture_generation_0020_08.png
20240907-10:37:30 wrote ae_000.pth
20240907-10:37:31 wrote ae_001.pth
20240907-10:37:32 wrote ae_002.pth
20240907-10:37:33 wrote ae_003.pth
20240907-10:37:33 wrote ae_004.pth
20240907-10:37:34 wrote ae_005.pth
20240907-10:37:35 wrote ae_006.pth
20240907-10:37:35 wrote ae_007.pth
20240907-10:37:36 wrote ae_008.pth
20240907-10:37:37 wrote ae_009.pth
20240907-10:37:37 epoch_duration 3min33s next_finish 10:41:10
20240907-10:37:37 wrote state.pth
20240907-10:37:37 --- epoch 21 ----------------------------------------
20240907-10:37:37 current_test_accuracies 0.1462 0.2229 0.1168 0.1223 0.1385 0.1253 0.1543 0.2015 0.1805 0.0883
20240907-10:37:37 time_train=4338 time_c_quizzes=0
20240907-10:37:37 no_c_quiz
20240907-10:37:37 training model 9 (accuracy 0.08827238529920578)
20240907-10:37:37 training model 2 (accuracy 0.11683417111635208)
20240907-10:39:41 train_loss 21 model 9 0.05124132950138301
20240907-10:39:41 train_loss 21 model 2 0.05442486181948334
20240907-10:39:43 test_loss 21 model 9 0.03658580533228815
20240907-10:39:43 test_loss 21 model 2 0.03564913714071736
20240907-10:41:00 test_accuracy 21 model 9 nb_correct 86 / 806 (10.67%)
20240907-10:41:00 test_accuracy 21 model 2 nb_correct 162 / 813 (19.93%)
20240907-10:41:01 wrote culture_prediction_0021_09.png
20240907-10:41:01 wrote culture_prediction_0021_02.png
20240907-10:41:03 wrote culture_generation_0021_09.png
20240907-10:41:03 wrote culture_generation_0021_02.png
20240907-10:41:04 wrote ae_000.pth
20240907-10:41:04 wrote ae_001.pth
20240907-10:41:05 wrote ae_002.pth
20240907-10:41:06 wrote ae_003.pth
20240907-10:41:07 wrote ae_004.pth
20240907-10:41:08 wrote ae_005.pth
20240907-10:41:08 wrote ae_006.pth
20240907-10:41:09 wrote ae_007.pth
20240907-10:41:10 wrote ae_008.pth
20240907-10:41:10 wrote ae_009.pth
20240907-10:41:10 epoch_duration 3min33s next_finish 10:44:44
20240907-10:41:10 wrote state.pth
20240907-10:41:10 --- epoch 22 ----------------------------------------
20240907-10:41:10 current_test_accuracies 0.1462 0.2229 0.1993 0.1223 0.1385 0.1253 0.1543 0.2015 0.1805 0.1067
20240907-10:41:10 time_train=4544 time_c_quizzes=0
20240907-10:41:10 no_c_quiz
20240907-10:41:10 training model 9 (accuracy 0.10669974982738495)
20240907-10:41:10 training model 3 (accuracy 0.12232030183076859)
20240907-10:43:15 train_loss 22 model 3 0.05013322583213448
20240907-10:43:15 train_loss 22 model 9 0.046515854599885643
20240907-10:43:16 test_loss 22 model 3 0.035815870459191504
20240907-10:43:16 test_loss 22 model 9 0.03250120889861137
20240907-10:44:33 test_accuracy 22 model 3 nb_correct 137 / 802 (17.08%)
20240907-10:44:33 test_accuracy 22 model 9 nb_correct 194 / 806 (24.07%)
20240907-10:44:35 wrote culture_prediction_0022_03.png
20240907-10:44:35 wrote culture_prediction_0022_09.png
20240907-10:44:37 wrote culture_generation_0022_09.png
20240907-10:44:37 wrote culture_generation_0022_03.png
20240907-10:44:38 wrote ae_000.pth
20240907-10:44:38 wrote ae_001.pth
20240907-10:44:39 wrote ae_002.pth
20240907-10:44:40 wrote ae_003.pth
20240907-10:44:40 wrote ae_004.pth
20240907-10:44:41 wrote ae_005.pth
20240907-10:44:42 wrote ae_006.pth
20240907-10:44:42 wrote ae_007.pth
20240907-10:44:43 wrote ae_008.pth
20240907-10:44:44 wrote ae_009.pth
20240907-10:44:44 epoch_duration 3min33s next_finish 10:48:17
20240907-10:44:44 wrote state.pth
20240907-10:44:44 --- epoch 23 ----------------------------------------
20240907-10:44:44 current_test_accuracies 0.1462 0.2229 0.1993 0.1708 0.1385 0.1253 0.1543 0.2015 0.1805 0.2407
20240907-10:44:44 time_train=4750 time_c_quizzes=0
20240907-10:44:44 no_c_quiz
20240907-10:44:44 training model 5 (accuracy 0.12531645596027374)
20240907-10:44:44 training model 4 (accuracy 0.13853904604911804)
20240907-10:46:48 train_loss 23 model 5 0.05294189928658306
20240907-10:46:48 train_loss 23 model 4 0.05182601510733366
20240907-10:46:50 test_loss 23 model 5 0.04763299822807312
20240907-10:46:50 test_loss 23 model 4 0.037061482388526204
20240907-10:48:07 test_accuracy 23 model 5 nb_correct 82 / 789 (10.39%)
20240907-10:48:07 test_accuracy 23 model 4 nb_correct 148 / 815 (18.16%)
20240907-10:48:08 wrote culture_prediction_0023_05.png
20240907-10:48:09 wrote culture_prediction_0023_04.png
20240907-10:48:10 wrote culture_generation_0023_05.png
20240907-10:48:10 wrote culture_generation_0023_04.png
20240907-10:48:11 wrote ae_000.pth
20240907-10:48:11 wrote ae_001.pth
20240907-10:48:12 wrote ae_002.pth
20240907-10:48:13 wrote ae_003.pth
20240907-10:48:13 wrote ae_004.pth
20240907-10:48:14 wrote ae_005.pth
20240907-10:48:15 wrote ae_006.pth
20240907-10:48:15 wrote ae_007.pth
20240907-10:48:16 wrote ae_008.pth
20240907-10:48:17 wrote ae_009.pth
20240907-10:48:17 epoch_duration 3min33s next_finish 10:51:50
20240907-10:48:17 wrote state.pth
20240907-10:48:17 --- epoch 24 ----------------------------------------
20240907-10:48:17 current_test_accuracies 0.1462 0.2229 0.1993 0.1708 0.1816 0.1039 0.1543 0.2015 0.1805 0.2407
20240907-10:48:17 time_train=4956 time_c_quizzes=0
20240907-10:48:17 no_c_quiz
20240907-10:48:17 training model 5 (accuracy 0.10392902046442032)
20240907-10:48:17 training model 0 (accuracy 0.14622056484222412)
20240907-10:50:21 train_loss 24 model 5 0.04822208025399596
20240907-10:50:21 train_loss 24 model 0 0.05212393321655691
20240907-10:50:23 test_loss 24 model 5 0.03549093825276941
20240907-10:50:23 test_loss 24 model 0 0.03542499544564635
20240907-10:51:40 test_accuracy 24 model 5 nb_correct 94 / 780 (12.05%)
20240907-10:51:40 test_accuracy 24 model 0 nb_correct 139 / 807 (17.22%)
20240907-10:51:41 wrote culture_prediction_0024_05.png
20240907-10:51:42 wrote culture_prediction_0024_00.png
20240907-10:51:43 wrote culture_generation_0024_05.png
20240907-10:51:43 wrote culture_generation_0024_00.png
20240907-10:51:44 wrote ae_000.pth
20240907-10:51:45 wrote ae_001.pth
20240907-10:51:46 wrote ae_002.pth
20240907-10:51:46 wrote ae_003.pth
20240907-10:51:47 wrote ae_004.pth
20240907-10:51:48 wrote ae_005.pth
20240907-10:51:48 wrote ae_006.pth
20240907-10:51:49 wrote ae_007.pth
20240907-10:51:50 wrote ae_008.pth
20240907-10:51:50 wrote ae_009.pth
20240907-10:51:50 epoch_duration 3min33s next_finish 10:55:24
20240907-10:51:50 wrote state.pth
20240907-10:51:50 --- epoch 25 ----------------------------------------
20240907-10:51:50 current_test_accuracies 0.1722 0.2229 0.1993 0.1708 0.1816 0.1205 0.1543 0.2015 0.1805 0.2407
20240907-10:51:50 time_train=5162 time_c_quizzes=0
20240907-10:51:50 no_c_quiz
20240907-10:51:50 training model 5 (accuracy 0.12051282078027725)
20240907-10:51:50 training model 6 (accuracy 0.15432873368263245)
20240907-10:53:55 train_loss 25 model 5 0.047478825867176055
20240907-10:53:55 train_loss 25 model 6 0.050311449381522835
20240907-10:53:57 test_loss 25 model 5 0.031404037994798274
20240907-10:53:57 test_loss 25 model 6 0.03829712981823832
20240907-10:55:14 test_accuracy 25 model 5 nb_correct 189 / 814 (23.22%)
20240907-10:55:14 test_accuracy 25 model 6 nb_correct 162 / 788 (20.56%)
20240907-10:55:16 wrote culture_prediction_0025_05.png
20240907-10:55:16 wrote culture_prediction_0025_06.png
20240907-10:55:17 wrote culture_generation_0025_05.png
20240907-10:55:17 wrote culture_generation_0025_06.png
20240907-10:55:18 wrote ae_000.pth
20240907-10:55:19 wrote ae_001.pth
20240907-10:55:19 wrote ae_002.pth
20240907-10:55:20 wrote ae_003.pth
20240907-10:55:21 wrote ae_004.pth
20240907-10:55:21 wrote ae_005.pth
20240907-10:55:22 wrote ae_006.pth
20240907-10:55:23 wrote ae_007.pth
20240907-10:55:23 wrote ae_008.pth
20240907-10:55:24 wrote ae_009.pth
20240907-10:55:24 epoch_duration 3min33s next_finish 10:58:58
20240907-10:55:24 wrote state.pth
20240907-10:55:24 --- epoch 26 ----------------------------------------
20240907-10:55:24 current_test_accuracies 0.1722 0.2229 0.1993 0.1708 0.1816 0.2322 0.2056 0.2015 0.1805 0.2407
20240907-10:55:24 time_train=5368 time_c_quizzes=0
20240907-10:55:24 no_c_quiz
20240907-10:55:24 training model 3 (accuracy 0.17082294821739197)
20240907-10:55:24 training model 0 (accuracy 0.1722428798675537)
20240907-10:57:28 train_loss 26 model 0 0.04703121082019061
20240907-10:57:29 train_loss 26 model 3 0.046636507950723174
20240907-10:57:30 test_loss 26 model 0 0.03321409341879189
20240907-10:57:30 test_loss 26 model 3 0.0318822376197204
20240907-10:58:47 test_accuracy 26 model 0 nb_correct 116 / 806 (14.39%)
20240907-10:58:47 test_accuracy 26 model 3 nb_correct 196 / 806 (24.32%)
20240907-10:58:49 wrote culture_prediction_0026_00.png
20240907-10:58:49 wrote culture_prediction_0026_03.png
20240907-10:58:50 wrote culture_generation_0026_00.png
20240907-10:58:50 wrote culture_generation_0026_03.png
20240907-10:58:51 wrote ae_000.pth
20240907-10:58:52 wrote ae_001.pth
20240907-10:58:52 wrote ae_002.pth
20240907-10:58:53 wrote ae_003.pth
20240907-10:58:54 wrote ae_004.pth
20240907-10:58:54 wrote ae_005.pth
20240907-10:58:55 wrote ae_006.pth
20240907-10:58:56 wrote ae_007.pth
20240907-10:58:56 wrote ae_008.pth
20240907-10:58:57 wrote ae_009.pth
20240907-10:58:57 epoch_duration 3min32s next_finish 11:02:30
20240907-10:58:57 wrote state.pth
20240907-10:58:57 --- epoch 27 ----------------------------------------
20240907-10:58:57 current_test_accuracies 0.1439 0.2229 0.1993 0.2432 0.1816 0.2322 0.2056 0.2015 0.1805 0.2407
20240907-10:58:57 time_train=5574 time_c_quizzes=0
20240907-10:58:57 no_c_quiz
20240907-10:58:57 training model 0 (accuracy 0.14392060041427612)
20240907-10:58:57 training model 8 (accuracy 0.18045112490653992)
20240907-11:01:02 train_loss 27 model 8 0.048260304898023604
20240907-11:01:02 train_loss 27 model 0 0.041482198858633634
20240907-11:01:03 test_loss 27 model 8 0.03627856632228941
20240907-11:01:03 test_loss 27 model 0 0.031327062845230104
20240907-11:02:20 test_accuracy 27 model 8 nb_correct 212 / 793 (26.73%)
20240907-11:02:20 test_accuracy 27 model 0 nb_correct 190 / 798 (23.81%)
20240907-11:02:22 wrote culture_prediction_0027_08.png
20240907-11:02:22 wrote culture_prediction_0027_00.png
20240907-11:02:24 wrote culture_generation_0027_08.png
20240907-11:02:24 wrote culture_generation_0027_00.png
20240907-11:02:25 wrote ae_000.pth
20240907-11:02:25 wrote ae_001.pth
20240907-11:02:26 wrote ae_002.pth
20240907-11:02:27 wrote ae_003.pth
20240907-11:02:27 wrote ae_004.pth
20240907-11:02:28 wrote ae_005.pth
20240907-11:02:29 wrote ae_006.pth
20240907-11:02:29 wrote ae_007.pth
20240907-11:02:30 wrote ae_008.pth
20240907-11:02:31 wrote ae_009.pth
20240907-11:02:31 epoch_duration 3min33s next_finish 11:06:04
20240907-11:02:31 wrote state.pth
20240907-11:02:31 --- epoch 28 ----------------------------------------
20240907-11:02:31 current_test_accuracies 0.2381 0.2229 0.1993 0.2432 0.1816 0.2322 0.2056 0.2015 0.2673 0.2407
20240907-11:02:31 time_train=5781 time_c_quizzes=0
20240907-11:02:31 no_c_quiz
20240907-11:02:31 training model 4 (accuracy 0.1815950870513916)
20240907-11:02:31 training model 2 (accuracy 0.19926199316978455)
20240907-11:04:35 train_loss 28 model 2 0.04452519021835178
20240907-11:04:35 train_loss 28 model 4 0.0483565664049238
20240907-11:04:37 test_loss 28 model 2 0.028214711626060308
20240907-11:04:37 test_loss 28 model 4 0.033561826893128456
20240907-11:05:54 test_accuracy 28 model 2 nb_correct 205 / 799 (25.66%)
20240907-11:05:54 test_accuracy 28 model 4 nb_correct 157 / 814 (19.29%)
20240907-11:05:56 wrote culture_prediction_0028_04.png
20240907-11:05:56 wrote culture_prediction_0028_02.png
20240907-11:05:58 wrote culture_generation_0028_04.png
20240907-11:05:58 wrote culture_generation_0028_02.png
20240907-11:05:59 wrote ae_000.pth
20240907-11:05:59 wrote ae_001.pth
20240907-11:06:00 wrote ae_002.pth
20240907-11:06:01 wrote ae_003.pth
20240907-11:06:01 wrote ae_004.pth
20240907-11:06:02 wrote ae_005.pth
20240907-11:06:03 wrote ae_006.pth
20240907-11:06:03 wrote ae_007.pth
20240907-11:06:04 wrote ae_008.pth
20240907-11:06:05 wrote ae_009.pth
20240907-11:06:05 epoch_duration 3min33s next_finish 11:09:39
20240907-11:06:05 wrote state.pth
20240907-11:06:05 --- epoch 29 ----------------------------------------
20240907-11:06:05 current_test_accuracies 0.2381 0.2229 0.2566 0.2432 0.1929 0.2322 0.2056 0.2015 0.2673 0.2407
20240907-11:06:05 time_train=5988 time_c_quizzes=0
20240907-11:06:05 no_c_quiz
20240907-11:06:05 training model 4 (accuracy 0.1928746998310089)
20240907-11:06:05 training model 7 (accuracy 0.20145630836486816)
20240907-11:08:09 train_loss 29 model 4 0.04666249583661556
20240907-11:08:09 train_loss 29 model 7 0.0467660620091483
20240907-11:08:11 test_loss 29 model 4 0.03349927482195199
20240907-11:08:11 test_loss 29 model 7 0.03936122111044824
20240907-11:09:27 test_accuracy 29 model 4 nb_correct 197 / 809 (24.35%)
20240907-11:09:28 wrote culture_prediction_0029_04.png
20240907-11:09:29 test_accuracy 29 model 7 nb_correct 162 / 801 (20.22%)
20240907-11:09:30 wrote culture_generation_0029_04.png
20240907-11:09:30 wrote culture_prediction_0029_07.png
20240907-11:09:31 wrote culture_generation_0029_07.png
20240907-11:09:32 wrote ae_000.pth
20240907-11:09:33 wrote ae_001.pth
20240907-11:09:33 wrote ae_002.pth
20240907-11:09:34 wrote ae_003.pth
20240907-11:09:35 wrote ae_004.pth
20240907-11:09:36 wrote ae_005.pth
20240907-11:09:36 wrote ae_006.pth
20240907-11:09:37 wrote ae_007.pth
20240907-11:09:38 wrote ae_008.pth
20240907-11:09:38 wrote ae_009.pth
20240907-11:09:38 epoch_duration 3min33s next_finish 11:13:12
20240907-11:09:38 wrote state.pth
20240907-11:09:38 --- epoch 30 ----------------------------------------
20240907-11:09:38 current_test_accuracies 0.2381 0.2229 0.2566 0.2432 0.2435 0.2322 0.2056 0.2022 0.2673 0.2407
20240907-11:09:38 time_train=6194 time_c_quizzes=0
20240907-11:09:38 no_c_quiz
20240907-11:09:38 training model 7 (accuracy 0.20224718749523163)
20240907-11:09:38 training model 6 (accuracy 0.20558375120162964)
20240907-11:11:43 train_loss 30 model 6 0.046615673401393
20240907-11:11:43 train_loss 30 model 7 0.04285862838104367
20240907-11:11:45 test_loss 30 model 6 0.03026949680643156
20240907-11:11:45 test_loss 30 model 7 0.03146064386237413
20240907-11:13:02 test_accuracy 30 model 7 nb_correct 234 / 809 (28.92%)
20240907-11:13:02 test_accuracy 30 model 6 nb_correct 196 / 784 (25.00%)
20240907-11:13:03 wrote culture_prediction_0030_07.png
20240907-11:13:03 wrote culture_prediction_0030_06.png
20240907-11:13:05 wrote culture_generation_0030_07.png
20240907-11:13:05 wrote culture_generation_0030_06.png
20240907-11:13:06 wrote ae_000.pth
20240907-11:13:06 wrote ae_001.pth
20240907-11:13:07 wrote ae_002.pth
20240907-11:13:08 wrote ae_003.pth
20240907-11:13:08 wrote ae_004.pth
20240907-11:13:09 wrote ae_005.pth
20240907-11:13:10 wrote ae_006.pth
20240907-11:13:10 wrote ae_007.pth
20240907-11:13:11 wrote ae_008.pth
20240907-11:13:12 wrote ae_009.pth
20240907-11:13:12 epoch_duration 3min33s next_finish 11:16:45
20240907-11:13:12 wrote state.pth
20240907-11:13:12 --- epoch 31 ----------------------------------------
20240907-11:13:12 current_test_accuracies 0.2381 0.2229 0.2566 0.2432 0.2435 0.2322 0.2500 0.2892 0.2673 0.2407
20240907-11:13:12 time_train=6400 time_c_quizzes=0
20240907-11:13:12 no_c_quiz
20240907-11:13:12 training model 1 (accuracy 0.22291406989097595)
20240907-11:13:12 training model 5 (accuracy 0.23218673467636108)
20240907-11:15:17 train_loss 31 model 5 0.04271423883456737
20240907-11:15:17 train_loss 31 model 1 0.051545517722144725
20240907-11:15:18 test_loss 31 model 5 0.029227091069333255
20240907-11:15:18 test_loss 31 model 1 0.041775623755529526
20240907-11:16:35 test_accuracy 31 model 5 nb_correct 169 / 800 (21.12%)
20240907-11:16:35 test_accuracy 31 model 1 nb_correct 115 / 792 (14.52%)
20240907-11:16:37 wrote culture_prediction_0031_05.png
20240907-11:16:37 wrote culture_prediction_0031_01.png
20240907-11:16:39 wrote culture_generation_0031_05.png
20240907-11:16:39 wrote culture_generation_0031_01.png
20240907-11:16:40 wrote ae_000.pth
20240907-11:16:41 wrote ae_001.pth
20240907-11:16:41 wrote ae_002.pth
20240907-11:16:42 wrote ae_003.pth
20240907-11:16:43 wrote ae_004.pth
20240907-11:16:44 wrote ae_005.pth
20240907-11:16:44 wrote ae_006.pth
20240907-11:16:45 wrote ae_007.pth
20240907-11:16:46 wrote ae_008.pth
20240907-11:16:46 wrote ae_009.pth
20240907-11:16:46 epoch_duration 3min34s next_finish 11:20:21
20240907-11:16:46 wrote state.pth
20240907-11:16:46 --- epoch 32 ----------------------------------------
20240907-11:16:46 current_test_accuracies 0.2381 0.1452 0.2566 0.2432 0.2435 0.2113 0.2500 0.2892 0.2673 0.2407
20240907-11:16:46 time_train=6607 time_c_quizzes=0
20240907-11:16:46 no_c_quiz
20240907-11:16:46 training model 1 (accuracy 0.14520202577114105)
20240907-11:16:46 training model 5 (accuracy 0.21125000715255737)
20240907-11:18:51 train_loss 32 model 5 0.0416071105110459
20240907-11:18:51 train_loss 32 model 1 0.04560621825419366
20240907-11:18:53 test_loss 32 model 5 0.029489478131290527
20240907-11:18:53 test_loss 32 model 1 0.031590388319455084
20240907-11:20:10 test_accuracy 32 model 5 nb_correct 225 / 809 (27.81%)
20240907-11:20:10 test_accuracy 32 model 1 nb_correct 136 / 809 (16.81%)
20240907-11:20:11 wrote culture_prediction_0032_05.png
20240907-11:20:12 wrote culture_prediction_0032_01.png
20240907-11:20:13 wrote culture_generation_0032_05.png
20240907-11:20:13 wrote culture_generation_0032_01.png
20240907-11:20:14 wrote ae_000.pth
20240907-11:20:15 wrote ae_001.pth
20240907-11:20:15 wrote ae_002.pth
20240907-11:20:16 wrote ae_003.pth
20240907-11:20:17 wrote ae_004.pth
20240907-11:20:17 wrote ae_005.pth
20240907-11:20:18 wrote ae_006.pth
20240907-11:20:19 wrote ae_007.pth
20240907-11:20:20 wrote ae_008.pth
20240907-11:20:20 wrote ae_009.pth
20240907-11:20:20 epoch_duration 3min34s next_finish 11:23:54
20240907-11:20:20 wrote state.pth
20240907-11:20:20 --- epoch 33 ----------------------------------------
20240907-11:20:20 current_test_accuracies 0.2381 0.1681 0.2566 0.2432 0.2435 0.2781 0.2500 0.2892 0.2673 0.2407
20240907-11:20:20 time_train=6813 time_c_quizzes=0
20240907-11:20:20 no_c_quiz
20240907-11:20:20 training model 1 (accuracy 0.1681087762117386)
20240907-11:20:20 training model 0 (accuracy 0.2380952388048172)
20240907-11:22:25 train_loss 33 model 1 0.043655942865647376
20240907-11:22:25 train_loss 33 model 0 0.038896987545304
20240907-11:22:27 test_loss 33 model 1 0.03269515302963555
20240907-11:22:27 test_loss 33 model 0 0.027594470197800546
20240907-11:23:43 test_accuracy 33 model 0 nb_correct 281 / 815 (34.48%)
20240907-11:23:44 wrote culture_prediction_0033_00.png
20240907-11:23:45 test_accuracy 33 model 1 nb_correct 177 / 798 (22.18%)
20240907-11:23:46 wrote culture_generation_0033_00.png
20240907-11:23:46 wrote culture_prediction_0033_01.png
20240907-11:23:47 wrote culture_generation_0033_01.png
20240907-11:23:48 wrote ae_000.pth
20240907-11:23:49 wrote ae_001.pth
20240907-11:23:49 wrote ae_002.pth
20240907-11:23:50 wrote ae_003.pth
20240907-11:23:51 wrote ae_004.pth
20240907-11:23:51 wrote ae_005.pth
20240907-11:23:52 wrote ae_006.pth
20240907-11:23:53 wrote ae_007.pth
20240907-11:23:53 wrote ae_008.pth
20240907-11:23:54 wrote ae_009.pth
20240907-11:23:54 epoch_duration 3min33s next_finish 11:27:28
20240907-11:23:54 wrote state.pth
20240907-11:23:54 --- epoch 34 ----------------------------------------
20240907-11:23:54 current_test_accuracies 0.3448 0.2218 0.2566 0.2432 0.2435 0.2781 0.2500 0.2892 0.2673 0.2407
20240907-11:23:54 time_train=7019 time_c_quizzes=0
20240907-11:23:54 no_c_quiz
20240907-11:23:54 training model 1 (accuracy 0.22180451452732086)
20240907-11:23:54 training model 9 (accuracy 0.2406947910785675)
20240907-11:25:59 train_loss 34 model 1 0.03993822636269033
20240907-11:25:59 train_loss 34 model 9 0.04134275493957102
20240907-11:26:00 test_loss 34 model 1 0.02644299282692373
20240907-11:26:00 test_loss 34 model 9 0.02666100434726104
20240907-11:27:17 test_accuracy 34 model 1 nb_correct 230 / 800 (28.75%)
20240907-11:27:18 test_accuracy 34 model 9 nb_correct 223 / 813 (27.43%)
20240907-11:27:19 wrote culture_prediction_0034_01.png
20240907-11:27:19 wrote culture_prediction_0034_09.png
20240907-11:27:20 wrote culture_generation_0034_01.png
20240907-11:27:21 wrote culture_generation_0034_09.png
20240907-11:27:21 wrote ae_000.pth
20240907-11:27:22 wrote ae_001.pth
20240907-11:27:23 wrote ae_002.pth
20240907-11:27:23 wrote ae_003.pth
20240907-11:27:24 wrote ae_004.pth
20240907-11:27:25 wrote ae_005.pth
20240907-11:27:26 wrote ae_006.pth
20240907-11:27:26 wrote ae_007.pth
20240907-11:27:27 wrote ae_008.pth
20240907-11:27:28 wrote ae_009.pth
20240907-11:27:28 epoch_duration 3min33s next_finish 11:31:01
20240907-11:27:28 wrote state.pth
20240907-11:27:28 --- epoch 35 ----------------------------------------
20240907-11:27:28 current_test_accuracies 0.3448 0.2875 0.2566 0.2432 0.2435 0.2781 0.2500 0.2892 0.2673 0.2743
20240907-11:27:28 time_train=7225 time_c_quizzes=0
20240907-11:27:28 no_c_quiz
20240907-11:27:28 training model 3 (accuracy 0.2431761771440506)
20240907-11:27:28 training model 4 (accuracy 0.24351049959659576)
20240907-11:29:33 train_loss 35 model 3 0.043124732412397865
20240907-11:29:33 train_loss 35 model 4 0.040785055002197625
20240907-11:29:34 test_loss 35 model 3 0.028730392316356303
20240907-11:29:34 test_loss 35 model 4 0.028023186535574496
20240907-11:30:51 test_accuracy 35 model 3 nb_correct 203 / 784 (25.89%)
20240907-11:30:52 test_accuracy 35 model 4 nb_correct 242 / 802 (30.17%)
20240907-11:30:53 wrote culture_prediction_0035_03.png
20240907-11:30:53 wrote culture_prediction_0035_04.png
20240907-11:30:54 wrote culture_generation_0035_03.png
20240907-11:30:55 wrote culture_generation_0035_04.png
20240907-11:30:55 wrote ae_000.pth
20240907-11:30:56 wrote ae_001.pth
20240907-11:30:57 wrote ae_002.pth
20240907-11:30:58 wrote ae_003.pth
20240907-11:30:58 wrote ae_004.pth
20240907-11:30:59 wrote ae_005.pth
20240907-11:31:00 wrote ae_006.pth
20240907-11:31:00 wrote ae_007.pth
20240907-11:31:01 wrote ae_008.pth
20240907-11:31:02 wrote ae_009.pth
20240907-11:31:02 epoch_duration 3min34s next_finish 11:34:36
20240907-11:31:02 wrote state.pth
20240907-11:31:02 --- epoch 36 ----------------------------------------
20240907-11:31:02 current_test_accuracies 0.3448 0.2875 0.2566 0.2589 0.3017 0.2781 0.2500 0.2892 0.2673 0.2743
20240907-11:31:02 time_train=7431 time_c_quizzes=0
20240907-11:31:02 no_c_quiz
20240907-11:31:02 training model 6 (accuracy 0.25)
20240907-11:31:02 training model 2 (accuracy 0.2565707266330719)
20240907-11:33:06 train_loss 36 model 2 0.0410415973989293
20240907-11:33:06 train_loss 36 model 6 0.04060792110487819
20240907-11:33:08 test_loss 36 model 2 0.036040803277865054
20240907-11:33:08 test_loss 36 model 6 0.026345526590012013
20240907-11:34:25 test_accuracy 36 model 2 nb_correct 190 / 797 (23.84%)
20240907-11:34:25 test_accuracy 36 model 6 nb_correct 225 / 793 (28.37%)
20240907-11:34:27 wrote culture_prediction_0036_02.png
20240907-11:34:27 wrote culture_prediction_0036_06.png
20240907-11:34:29 wrote culture_generation_0036_06.png
20240907-11:34:29 wrote culture_generation_0036_02.png
20240907-11:34:30 wrote ae_000.pth
20240907-11:34:30 wrote ae_001.pth
20240907-11:34:31 wrote ae_002.pth
20240907-11:34:32 wrote ae_003.pth
20240907-11:34:32 wrote ae_004.pth
20240907-11:34:33 wrote ae_005.pth
20240907-11:34:34 wrote ae_006.pth
20240907-11:34:34 wrote ae_007.pth
20240907-11:34:35 wrote ae_008.pth
20240907-11:34:36 wrote ae_009.pth
20240907-11:34:36 epoch_duration 3min33s next_finish 11:38:09
20240907-11:34:36 wrote state.pth
20240907-11:34:36 --- epoch 37 ----------------------------------------
20240907-11:34:36 current_test_accuracies 0.3448 0.2875 0.2384 0.2589 0.3017 0.2781 0.2837 0.2892 0.2673 0.2743
20240907-11:34:36 time_train=7638 time_c_quizzes=0
20240907-11:34:36 no_c_quiz
20240907-11:34:36 training model 2 (accuracy 0.23839397728443146)
20240907-11:34:36 training model 3 (accuracy 0.2589285671710968)
20240907-11:36:40 train_loss 37 model 3 0.03844884283700958
20240907-11:36:41 train_loss 37 model 2 0.03763879556953907
20240907-11:36:42 test_loss 37 model 3 0.026135696040000767
20240907-11:36:42 test_loss 37 model 2 0.02289256271906197
20240907-11:37:59 test_accuracy 37 model 3 nb_correct 266 / 801 (33.21%)
20240907-11:37:59 test_accuracy 37 model 2 nb_correct 238 / 805 (29.57%)
20240907-11:38:01 wrote culture_prediction_0037_03.png
20240907-11:38:01 wrote culture_prediction_0037_02.png
20240907-11:38:02 wrote culture_generation_0037_03.png
20240907-11:38:03 wrote culture_generation_0037_02.png
20240907-11:38:03 wrote ae_000.pth
20240907-11:38:04 wrote ae_001.pth
20240907-11:38:05 wrote ae_002.pth
20240907-11:38:05 wrote ae_003.pth
20240907-11:38:06 wrote ae_004.pth
20240907-11:38:07 wrote ae_005.pth
20240907-11:38:07 wrote ae_006.pth
20240907-11:38:08 wrote ae_007.pth
20240907-11:38:08 wrote ae_008.pth
20240907-11:38:09 wrote ae_009.pth
20240907-11:38:09 epoch_duration 3min33s next_finish 11:41:43
20240907-11:38:09 wrote state.pth
20240907-11:38:09 --- epoch 38 ----------------------------------------
20240907-11:38:09 current_test_accuracies 0.3448 0.2875 0.2957 0.3321 0.3017 0.2781 0.2837 0.2892 0.2673 0.2743
20240907-11:38:09 time_train=7844 time_c_quizzes=0
20240907-11:38:09 no_c_quiz
20240907-11:38:09 training model 8 (accuracy 0.26733922958374023)
20240907-11:38:09 training model 9 (accuracy 0.2742927372455597)
20240907-11:40:14 train_loss 38 model 9 0.03811515845824033
20240907-11:40:14 train_loss 38 model 8 0.04446001752000302
20240907-11:40:16 test_loss 38 model 9 0.02344573480077088
20240907-11:40:16 test_loss 38 model 8 0.03260970979463309
20240907-11:41:32 test_accuracy 38 model 9 nb_correct 283 / 825 (34.30%)
20240907-11:41:33 test_accuracy 38 model 8 nb_correct 186 / 789 (23.57%)
20240907-11:41:33 wrote culture_prediction_0038_09.png
20240907-11:41:35 wrote culture_prediction_0038_08.png
20240907-11:41:35 wrote culture_generation_0038_09.png
20240907-11:41:36 wrote culture_generation_0038_08.png
20240907-11:41:37 wrote ae_000.pth
20240907-11:41:37 wrote ae_001.pth
20240907-11:41:38 wrote ae_002.pth
20240907-11:41:39 wrote ae_003.pth
20240907-11:41:39 wrote ae_004.pth
20240907-11:41:40 wrote ae_005.pth
20240907-11:41:41 wrote ae_006.pth
20240907-11:41:41 wrote ae_007.pth
20240907-11:41:42 wrote ae_008.pth
20240907-11:41:43 wrote ae_009.pth
20240907-11:41:43 epoch_duration 3min33s next_finish 11:45:16
20240907-11:41:43 wrote state.pth
20240907-11:41:43 --- epoch 39 ----------------------------------------
20240907-11:41:43 current_test_accuracies 0.3448 0.2875 0.2957 0.3321 0.3017 0.2781 0.2837 0.2892 0.2357 0.3430
20240907-11:41:43 time_train=8050 time_c_quizzes=0
20240907-11:41:43 no_c_quiz
20240907-11:41:43 training model 8 (accuracy 0.23574145138263702)
20240907-11:41:43 training model 5 (accuracy 0.27812114357948303)
20240907-11:43:48 train_loss 39 model 8 0.041156739331781864
20240907-11:43:48 train_loss 39 model 5 0.03756575987115502
20240907-11:43:49 test_loss 39 model 8 0.031100157275795938
20240907-11:43:49 test_loss 39 model 5 0.026181598391849546
20240907-11:45:06 test_accuracy 39 model 8 nb_correct 209 / 792 (26.39%)
20240907-11:45:07 test_accuracy 39 model 5 nb_correct 257 / 788 (32.61%)
20240907-11:45:08 wrote culture_prediction_0039_08.png
20240907-11:45:08 wrote culture_prediction_0039_05.png
20240907-11:45:10 wrote culture_generation_0039_08.png
20240907-11:45:10 wrote culture_generation_0039_05.png
20240907-11:45:11 wrote ae_000.pth
20240907-11:45:11 wrote ae_001.pth
20240907-11:45:12 wrote ae_002.pth
20240907-11:45:13 wrote ae_003.pth
20240907-11:45:13 wrote ae_004.pth
20240907-11:45:14 wrote ae_005.pth
20240907-11:45:15 wrote ae_006.pth
20240907-11:45:15 wrote ae_007.pth
20240907-11:45:16 wrote ae_008.pth
20240907-11:45:17 wrote ae_009.pth
20240907-11:45:17 epoch_duration 3min34s next_finish 11:48:51
20240907-11:45:17 wrote state.pth
20240907-11:45:17 --- epoch 40 ----------------------------------------
20240907-11:45:17 current_test_accuracies 0.3448 0.2875 0.2957 0.3321 0.3017 0.3261 0.2837 0.2892 0.2639 0.3430
20240907-11:45:17 time_train=8257 time_c_quizzes=0
20240907-11:45:17 no_c_quiz
20240907-11:45:17 training model 8 (accuracy 0.2638888955116272)
20240907-11:45:17 training model 6 (accuracy 0.28373265266418457)
20240907-11:47:21 train_loss 40 model 8 0.03784255888545886
20240907-11:47:22 train_loss 40 model 6 0.039635381884872915
20240907-11:47:23 test_loss 40 model 8 0.0284713365836069
20240907-11:47:23 test_loss 40 model 6 0.029626513668335974
20240907-11:48:40 test_accuracy 40 model 8 nb_correct 232 / 777 (29.86%)
20240907-11:48:40 test_accuracy 40 model 6 nb_correct 274 / 786 (34.86%)
20240907-11:48:42 wrote culture_prediction_0040_08.png
20240907-11:48:42 wrote culture_prediction_0040_06.png
20240907-11:48:43 wrote culture_generation_0040_08.png
20240907-11:48:44 wrote culture_generation_0040_06.png
20240907-11:48:44 wrote ae_000.pth
20240907-11:48:45 wrote ae_001.pth
20240907-11:48:46 wrote ae_002.pth
20240907-11:48:46 wrote ae_003.pth
20240907-11:48:47 wrote ae_004.pth
20240907-11:48:48 wrote ae_005.pth
20240907-11:48:48 wrote ae_006.pth
20240907-11:48:49 wrote ae_007.pth
20240907-11:48:50 wrote ae_008.pth
20240907-11:48:51 wrote ae_009.pth
20240907-11:48:51 epoch_duration 3min34s next_finish 11:52:25
20240907-11:48:51 wrote state.pth
20240907-11:48:51 --- epoch 41 ----------------------------------------
20240907-11:48:51 current_test_accuracies 0.3448 0.2875 0.2957 0.3321 0.3017 0.3261 0.3486 0.2892 0.2986 0.3430
20240907-11:48:51 time_train=8463 time_c_quizzes=0
20240907-11:48:51 no_c_quiz
20240907-11:48:51 training model 1 (accuracy 0.2874999940395355)
20240907-11:48:51 training model 7 (accuracy 0.28924599289894104)
20240907-11:50:56 train_loss 41 model 1 0.036596951205749066
20240907-11:50:56 train_loss 41 model 7 0.03912603303650394
20240907-11:50:57 test_loss 41 model 1 0.028089780418667942
20240907-11:50:57 test_loss 41 model 7 0.02973596486262977
20240907-11:52:14 test_accuracy 41 model 1 nb_correct 230 / 796 (28.89%)
20240907-11:52:14 test_accuracy 41 model 7 nb_correct 251 / 797 (31.49%)
20240907-11:52:16 wrote culture_prediction_0041_01.png
20240907-11:52:16 wrote culture_prediction_0041_07.png
20240907-11:52:17 wrote culture_generation_0041_01.png
20240907-11:52:17 wrote culture_generation_0041_07.png
20240907-11:52:18 wrote ae_000.pth
20240907-11:52:19 wrote ae_001.pth
20240907-11:52:20 wrote ae_002.pth
20240907-11:52:20 wrote ae_003.pth
20240907-11:52:21 wrote ae_004.pth
20240907-11:52:22 wrote ae_005.pth
20240907-11:52:22 wrote ae_006.pth
20240907-11:52:23 wrote ae_007.pth
20240907-11:52:24 wrote ae_008.pth
20240907-11:52:24 wrote ae_009.pth
20240907-11:52:24 epoch_duration 3min33s next_finish 11:55:58
20240907-11:52:24 wrote state.pth
20240907-11:52:24 --- epoch 42 ----------------------------------------
20240907-11:52:24 current_test_accuracies 0.3448 0.2889 0.2957 0.3321 0.3017 0.3261 0.3486 0.3149 0.2986 0.3430
20240907-11:52:24 time_train=8669 time_c_quizzes=0
20240907-11:52:24 no_c_quiz
20240907-11:52:24 training model 1 (accuracy 0.28894472122192383)
20240907-11:52:24 training model 2 (accuracy 0.2956521809101105)
20240907-11:54:30 train_loss 42 model 1 0.03411539890849963
20240907-11:54:30 train_loss 42 model 2 0.0345017702030018
20240907-11:54:31 test_loss 42 model 1 0.027214915200602263
20240907-11:54:31 test_loss 42 model 2 0.02836453733034432
20240907-11:55:48 test_accuracy 42 model 1 nb_correct 228 / 797 (28.61%)
20240907-11:55:49 test_accuracy 42 model 2 nb_correct 206 / 790 (26.08%)
20240907-11:55:50 wrote culture_prediction_0042_01.png
20240907-11:55:50 wrote culture_prediction_0042_02.png
20240907-11:55:51 wrote culture_generation_0042_01.png
20240907-11:55:52 wrote culture_generation_0042_02.png
20240907-11:55:52 wrote ae_000.pth
20240907-11:55:53 wrote ae_001.pth
20240907-11:55:54 wrote ae_002.pth
20240907-11:55:54 wrote ae_003.pth
20240907-11:55:55 wrote ae_004.pth
20240907-11:55:56 wrote ae_005.pth
20240907-11:55:56 wrote ae_006.pth
20240907-11:55:57 wrote ae_007.pth
20240907-11:55:58 wrote ae_008.pth
20240907-11:55:58 wrote ae_009.pth
20240907-11:55:58 epoch_duration 3min33s next_finish 11:59:32
20240907-11:55:58 wrote state.pth
20240907-11:55:58 --- epoch 43 ----------------------------------------
20240907-11:55:58 current_test_accuracies 0.3448 0.2861 0.2608 0.3321 0.3017 0.3261 0.3486 0.3149 0.2986 0.3430
20240907-11:55:58 time_train=8876 time_c_quizzes=0
20240907-11:55:58 no_c_quiz
20240907-11:55:58 training model 2 (accuracy 0.26075950264930725)
20240907-11:55:58 training model 1 (accuracy 0.2860727608203888)
20240907-11:58:03 train_loss 43 model 2 0.03526165560260415
20240907-11:58:03 train_loss 43 model 1 0.033635069524869325
20240907-11:58:05 test_loss 43 model 2 0.02291059719864279
20240907-11:58:05 test_loss 43 model 1 0.022220943367574363
20240907-11:59:22 test_accuracy 43 model 1 nb_correct 297 / 797 (37.26%)
20240907-11:59:22 test_accuracy 43 model 2 nb_correct 254 / 778 (32.65%)
20240907-11:59:23 wrote culture_prediction_0043_01.png
20240907-11:59:23 wrote culture_prediction_0043_02.png
20240907-11:59:25 wrote culture_generation_0043_01.png
20240907-11:59:25 wrote culture_generation_0043_02.png
20240907-11:59:26 wrote ae_000.pth
20240907-11:59:26 wrote ae_001.pth
20240907-11:59:27 wrote ae_002.pth
20240907-11:59:28 wrote ae_003.pth
20240907-11:59:28 wrote ae_004.pth
20240907-11:59:29 wrote ae_005.pth
20240907-11:59:30 wrote ae_006.pth
20240907-11:59:30 wrote ae_007.pth
20240907-11:59:31 wrote ae_008.pth
20240907-11:59:32 wrote ae_009.pth
20240907-11:59:32 epoch_duration 3min33s next_finish 12:03:05
20240907-11:59:32 wrote state.pth
20240907-11:59:32 --- epoch 44 ----------------------------------------
20240907-11:59:32 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3017 0.3261 0.3486 0.3149 0.2986 0.3430
20240907-11:59:32 time_train=9082 time_c_quizzes=0
20240907-11:59:32 no_c_quiz
20240907-11:59:32 training model 8 (accuracy 0.29858431220054626)
20240907-11:59:32 training model 4 (accuracy 0.30174562335014343)
20240907-12:01:36 train_loss 44 model 4 0.038820022432133554
20240907-12:01:36 train_loss 44 model 8 0.03397311715548858
20240907-12:01:38 test_loss 44 model 4 0.025974448560737072
20240907-12:01:38 test_loss 44 model 8 0.02605205859290436
20240907-12:02:55 test_accuracy 44 model 4 nb_correct 255 / 784 (32.53%)
20240907-12:02:55 test_accuracy 44 model 8 nb_correct 250 / 815 (30.67%)
20240907-12:02:57 wrote culture_prediction_0044_04.png
20240907-12:02:57 wrote culture_prediction_0044_08.png
20240907-12:02:58 wrote culture_generation_0044_04.png
20240907-12:02:59 wrote culture_generation_0044_08.png
20240907-12:02:59 wrote ae_000.pth
20240907-12:03:00 wrote ae_001.pth
20240907-12:03:01 wrote ae_002.pth
20240907-12:03:01 wrote ae_003.pth
20240907-12:03:02 wrote ae_004.pth
20240907-12:03:03 wrote ae_005.pth
20240907-12:03:03 wrote ae_006.pth
20240907-12:03:04 wrote ae_007.pth
20240907-12:03:05 wrote ae_008.pth
20240907-12:03:05 wrote ae_009.pth
20240907-12:03:05 epoch_duration 3min33s next_finish 12:06:39
20240907-12:03:05 wrote state.pth
20240907-12:03:05 --- epoch 45 ----------------------------------------
20240907-12:03:05 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3253 0.3261 0.3486 0.3149 0.3067 0.3430
20240907-12:03:05 time_train=9288 time_c_quizzes=0
20240907-12:03:05 no_c_quiz
20240907-12:03:05 training model 8 (accuracy 0.30674847960472107)
20240907-12:03:05 training model 7 (accuracy 0.3149310052394867)
20240907-12:05:10 train_loss 45 model 8 0.03233394985785708
20240907-12:05:10 train_loss 45 model 7 0.036456935036927464
20240907-12:05:12 test_loss 45 model 8 0.018854696955531835
20240907-12:05:12 test_loss 45 model 7 0.027851958759129047
20240907-12:06:26 test_accuracy 45 model 8 nb_correct 309 / 804 (38.43%)
20240907-12:06:27 wrote culture_prediction_0045_08.png
20240907-12:06:28 wrote culture_generation_0045_08.png
20240907-12:06:29 test_accuracy 45 model 7 nb_correct 251 / 800 (31.38%)
20240907-12:06:30 wrote culture_prediction_0045_07.png
20240907-12:06:31 wrote culture_generation_0045_07.png
20240907-12:06:32 wrote ae_000.pth
20240907-12:06:33 wrote ae_001.pth
20240907-12:06:34 wrote ae_002.pth
20240907-12:06:34 wrote ae_003.pth
20240907-12:06:35 wrote ae_004.pth
20240907-12:06:36 wrote ae_005.pth
20240907-12:06:37 wrote ae_006.pth
20240907-12:06:37 wrote ae_007.pth
20240907-12:06:38 wrote ae_008.pth
20240907-12:06:39 wrote ae_009.pth
20240907-12:06:39 epoch_duration 3min33s next_finish 12:10:12
20240907-12:06:39 wrote state.pth
20240907-12:06:39 --- epoch 46 ----------------------------------------
20240907-12:06:39 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3253 0.3261 0.3486 0.3137 0.3843 0.3430
20240907-12:06:39 time_train=9493 time_c_quizzes=0
20240907-12:06:39 no_c_quiz
20240907-12:06:39 training model 7 (accuracy 0.3137499988079071)
20240907-12:06:39 training model 4 (accuracy 0.3252550959587097)
20240907-12:08:43 train_loss 46 model 4 0.03600764617603272
20240907-12:08:43 train_loss 46 model 7 0.03419098977698013
20240907-12:08:45 test_loss 46 model 4 0.029267840390093624
20240907-12:08:45 test_loss 46 model 7 0.020037431502714753
20240907-12:10:02 test_accuracy 46 model 7 nb_correct 244 / 779 (31.32%)
20240907-12:10:02 test_accuracy 46 model 4 nb_correct 239 / 791 (30.21%)
20240907-12:10:03 wrote culture_prediction_0046_07.png
20240907-12:10:04 wrote culture_prediction_0046_04.png
20240907-12:10:05 wrote culture_generation_0046_07.png
20240907-12:10:05 wrote culture_generation_0046_04.png
20240907-12:10:06 wrote ae_000.pth
20240907-12:10:06 wrote ae_001.pth
20240907-12:10:07 wrote ae_002.pth
20240907-12:10:08 wrote ae_003.pth
20240907-12:10:08 wrote ae_004.pth
20240907-12:10:09 wrote ae_005.pth
20240907-12:10:10 wrote ae_006.pth
20240907-12:10:10 wrote ae_007.pth
20240907-12:10:11 wrote ae_008.pth
20240907-12:10:12 wrote ae_009.pth
20240907-12:10:12 epoch_duration 3min33s next_finish 12:13:45
20240907-12:10:12 wrote state.pth
20240907-12:10:12 --- epoch 47 ----------------------------------------
20240907-12:10:12 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3021 0.3261 0.3486 0.3132 0.3843 0.3430
20240907-12:10:12 time_train=9699 time_c_quizzes=0
20240907-12:10:12 no_c_quiz
20240907-12:10:12 training model 4 (accuracy 0.3021491765975952)
20240907-12:10:12 training model 7 (accuracy 0.31322208046913147)
20240907-12:12:17 train_loss 47 model 7 0.03374126180913299
20240907-12:12:17 train_loss 47 model 4 0.0342609715051949
20240907-12:12:18 test_loss 47 model 7 0.024902335717342794
20240907-12:12:18 test_loss 47 model 4 0.023903497972059994
20240907-12:13:33 test_accuracy 47 model 7 nb_correct 257 / 801 (32.08%)
20240907-12:13:34 wrote culture_prediction_0047_07.png
20240907-12:13:35 wrote culture_generation_0047_07.png
20240907-12:13:36 test_accuracy 47 model 4 nb_correct 256 / 779 (32.86%)
20240907-12:13:37 wrote culture_prediction_0047_04.png
20240907-12:13:39 wrote culture_generation_0047_04.png
20240907-12:13:39 wrote ae_000.pth
20240907-12:13:40 wrote ae_001.pth
20240907-12:13:41 wrote ae_002.pth
20240907-12:13:41 wrote ae_003.pth
20240907-12:13:42 wrote ae_004.pth
20240907-12:13:43 wrote ae_005.pth
20240907-12:13:43 wrote ae_006.pth
20240907-12:13:44 wrote ae_007.pth
20240907-12:13:45 wrote ae_008.pth
20240907-12:13:45 wrote ae_009.pth
20240907-12:13:45 epoch_duration 3min33s next_finish 12:17:19
20240907-12:13:45 wrote state.pth
20240907-12:13:45 --- epoch 48 ----------------------------------------
20240907-12:13:45 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3286 0.3261 0.3486 0.3208 0.3843 0.3430
20240907-12:13:45 time_train=9905 time_c_quizzes=0
20240907-12:13:45 no_c_quiz
20240907-12:13:45 training model 7 (accuracy 0.3208489418029785)
20240907-12:13:45 training model 5 (accuracy 0.3261421322822571)
20240907-12:15:50 train_loss 48 model 5 0.035948114022612575
20240907-12:15:50 train_loss 48 model 7 0.03150419557676651
20240907-12:15:52 test_loss 48 model 5 0.03040333781391382
20240907-12:15:52 test_loss 48 model 7 0.023182405822444706
20240907-12:17:09 test_accuracy 48 model 5 nb_correct 245 / 809 (30.28%)
20240907-12:17:09 test_accuracy 48 model 7 nb_correct 282 / 796 (35.43%)
20240907-12:17:11 wrote culture_prediction_0048_05.png
20240907-12:17:11 wrote culture_prediction_0048_07.png
20240907-12:17:12 wrote culture_generation_0048_05.png
20240907-12:17:12 wrote culture_generation_0048_07.png
20240907-12:17:13 wrote ae_000.pth
20240907-12:17:14 wrote ae_001.pth
20240907-12:17:15 wrote ae_002.pth
20240907-12:17:15 wrote ae_003.pth
20240907-12:17:16 wrote ae_004.pth
20240907-12:17:17 wrote ae_005.pth
20240907-12:17:17 wrote ae_006.pth
20240907-12:17:18 wrote ae_007.pth
20240907-12:17:19 wrote ae_008.pth
20240907-12:17:19 wrote ae_009.pth
20240907-12:17:19 epoch_duration 3min33s next_finish 12:20:53
20240907-12:17:19 wrote state.pth
20240907-12:17:19 --- epoch 49 ----------------------------------------
20240907-12:17:19 current_test_accuracies 0.3448 0.3726 0.3265 0.3321 0.3286 0.3028 0.3486 0.3543 0.3843 0.3430
20240907-12:17:19 time_train=10111 time_c_quizzes=0
20240907-12:17:19 no_c_quiz
20240907-12:17:19 training model 5 (accuracy 0.30284300446510315)
20240907-12:17:19 training model 2 (accuracy 0.32647815346717834)
20240907-12:19:24 train_loss 49 model 2 0.032279106935719025
20240907-12:19:24 train_loss 49 model 5 0.03447393302991986
20240907-12:19:26 test_loss 49 model 2 0.021451600827276707
20240907-12:19:26 test_loss 49 model 5 0.024021588859613984
20240907-12:20:41 test_accuracy 49 model 2 nb_correct 310 / 804 (38.56%)
20240907-12:20:42 wrote culture_prediction_0049_02.png
20240907-12:20:44 wrote culture_generation_0049_02.png
20240907-12:20:44 test_accuracy 49 model 5 nb_correct 292 / 783 (37.29%)
20240907-12:20:45 wrote culture_prediction_0049_05.png
20240907-12:20:46 wrote culture_generation_0049_05.png
20240907-12:20:47 wrote ae_000.pth
20240907-12:20:47 wrote ae_001.pth
20240907-12:20:48 wrote ae_002.pth
20240907-12:20:49 wrote ae_003.pth
20240907-12:20:49 wrote ae_004.pth
20240907-12:20:50 wrote ae_005.pth
20240907-12:20:51 wrote ae_006.pth
20240907-12:20:51 wrote ae_007.pth
20240907-12:20:52 wrote ae_008.pth
20240907-12:20:53 wrote ae_009.pth
20240907-12:20:53 epoch_duration 3min33s next_finish 12:24:26
20240907-12:20:53 wrote state.pth
20240907-12:20:53 --- epoch 50 ----------------------------------------
20240907-12:20:53 current_test_accuracies 0.3448 0.3726 0.3856 0.3321 0.3286 0.3729 0.3486 0.3543 0.3843 0.3430
20240907-12:20:53 time_train=10317 time_c_quizzes=0
20240907-12:20:53 no_c_quiz
20240907-12:20:53 training model 4 (accuracy 0.32862645387649536)
20240907-12:20:53 training model 3 (accuracy 0.33208489418029785)
20240907-12:22:57 train_loss 50 model 4 0.03201195263164118
20240907-12:22:57 train_loss 50 model 3 0.0357575155608356
20240907-12:22:59 test_loss 50 model 4 0.020707996317651124
20240907-12:22:59 test_loss 50 model 3 0.03134121181210503
20240907-12:24:16 test_accuracy 50 model 4 nb_correct 269 / 791 (34.01%)
20240907-12:24:16 test_accuracy 50 model 3 nb_correct 247 / 798 (30.95%)
20240907-12:24:17 wrote ae_000.pth
20240907-12:24:17 wrote ae_001.pth
20240907-12:24:18 wrote ae_002.pth
20240907-12:24:19 wrote ae_003.pth
20240907-12:24:19 wrote ae_004.pth
20240907-12:24:20 wrote ae_005.pth
20240907-12:24:21 wrote ae_006.pth
20240907-12:24:21 wrote ae_007.pth
20240907-12:24:22 wrote ae_008.pth
20240907-12:24:23 wrote ae_009.pth
20240907-12:24:23 epoch_duration 3min30s next_finish 12:27:53
20240907-12:24:23 wrote state.pth
20240907-12:24:23 --- epoch 51 ----------------------------------------
20240907-12:24:23 current_test_accuracies 0.3448 0.3726 0.3856 0.3095 0.3401 0.3729 0.3486 0.3543 0.3843 0.3430
20240907-12:24:23 time_train=10520 time_c_quizzes=0
20240907-12:24:23 no_c_quiz
20240907-12:24:23 training model 3 (accuracy 0.3095238208770752)
20240907-12:24:23 training model 4 (accuracy 0.34007585048675537)
20240907-12:26:28 train_loss 51 model 3 0.03419580801646225
20240907-12:26:28 train_loss 51 model 4 0.031354773862753066
20240907-12:26:30 test_loss 51 model 3 0.0247964869835414
20240907-12:26:30 test_loss 51 model 4 0.022391490102745593
20240907-12:27:46 test_accuracy 51 model 3 nb_correct 256 / 799 (32.04%)
20240907-12:27:46 test_accuracy 51 model 4 nb_correct 282 / 818 (34.47%)
20240907-12:27:47 wrote ae_000.pth
20240907-12:27:48 wrote ae_001.pth
20240907-12:27:49 wrote ae_002.pth
20240907-12:27:49 wrote ae_003.pth
20240907-12:27:50 wrote ae_004.pth
20240907-12:27:51 wrote ae_005.pth
20240907-12:27:52 wrote ae_006.pth
20240907-12:27:52 wrote ae_007.pth
20240907-12:27:53 wrote ae_008.pth
20240907-12:27:54 wrote ae_009.pth
20240907-12:27:54 epoch_duration 3min30s next_finish 12:31:24
20240907-12:27:54 wrote state.pth
20240907-12:27:54 --- epoch 52 ----------------------------------------
20240907-12:27:54 current_test_accuracies 0.3448 0.3726 0.3856 0.3204 0.3447 0.3729 0.3486 0.3543 0.3843 0.3430
20240907-12:27:54 time_train=10723 time_c_quizzes=0
20240907-12:27:54 no_c_quiz
20240907-12:27:54 training model 3 (accuracy 0.32040050625801086)
20240907-12:27:54 training model 9 (accuracy 0.34303030371665955)
20240907-12:29:58 train_loss 52 model 3 0.03114810577314347
20240907-12:29:58 train_loss 52 model 9 0.0351810674960725
20240907-12:30:00 test_loss 52 model 3 0.024250786926131696
20240907-12:30:00 test_loss 52 model 9 0.022442644444527104
20240907-12:31:15 test_accuracy 52 model 9 nb_correct 302 / 790 (38.23%)
20240907-12:31:16 test_accuracy 52 model 3 nb_correct 256 / 809 (31.64%)
20240907-12:31:17 wrote ae_000.pth
20240907-12:31:18 wrote ae_001.pth
20240907-12:31:18 wrote ae_002.pth
20240907-12:31:19 wrote ae_003.pth
20240907-12:31:20 wrote ae_004.pth
20240907-12:31:20 wrote ae_005.pth
20240907-12:31:21 wrote ae_006.pth
20240907-12:31:22 wrote ae_007.pth
20240907-12:31:23 wrote ae_008.pth
20240907-12:31:23 wrote ae_009.pth
20240907-12:31:23 epoch_duration 3min29s next_finish 12:34:53
20240907-12:31:23 wrote state.pth
20240907-12:31:23 --- epoch 53 ----------------------------------------
20240907-12:31:23 current_test_accuracies 0.3448 0.3726 0.3856 0.3164 0.3447 0.3729 0.3486 0.3543 0.3843 0.3823
20240907-12:31:23 time_train=10925 time_c_quizzes=0
20240907-12:31:23 no_c_quiz
20240907-12:31:23 training model 3 (accuracy 0.31644004583358765)
20240907-12:31:23 training model 4 (accuracy 0.3447432816028595)
20240907-12:33:28 train_loss 53 model 4 0.030400094444397837
20240907-12:33:28 train_loss 53 model 3 0.030619834434706717
20240907-12:33:29 test_loss 53 model 4 0.021891456062439828
20240907-12:33:30 test_loss 53 model 3 0.02217206818750128
20240907-12:34:46 test_accuracy 53 model 4 nb_correct 283 / 804 (35.20%)
20240907-12:34:47 test_accuracy 53 model 3 nb_correct 281 / 788 (35.66%)
20240907-12:34:47 wrote ae_000.pth
20240907-12:34:48 wrote ae_001.pth
20240907-12:34:49 wrote ae_002.pth
20240907-12:34:50 wrote ae_003.pth
20240907-12:34:50 wrote ae_004.pth
20240907-12:34:51 wrote ae_005.pth
20240907-12:34:52 wrote ae_006.pth
20240907-12:34:52 wrote ae_007.pth
20240907-12:34:53 wrote ae_008.pth
20240907-12:34:54 wrote ae_009.pth
20240907-12:34:54 epoch_duration 3min30s next_finish 12:38:24
20240907-12:34:54 wrote state.pth
20240907-12:34:54 --- epoch 54 ----------------------------------------
20240907-12:34:54 current_test_accuracies 0.3448 0.3726 0.3856 0.3566 0.3520 0.3729 0.3486 0.3543 0.3843 0.3823
20240907-12:34:54 time_train=11128 time_c_quizzes=0
20240907-12:34:54 no_c_quiz
20240907-12:34:54 training model 0 (accuracy 0.34478527307510376)
20240907-12:34:54 training model 6 (accuracy 0.34860050678253174)
20240907-12:36:59 train_loss 54 model 6 0.03587203651992604
20240907-12:36:59 train_loss 54 model 0 0.035476612187922
20240907-12:37:00 test_loss 54 model 6 0.025390947086270897
20240907-12:37:00 test_loss 54 model 0 0.024591678963042797
20240907-12:38:17 test_accuracy 54 model 6 nb_correct 264 / 805 (32.80%)
20240907-12:38:18 test_accuracy 54 model 0 nb_correct 271 / 803 (33.75%)
20240907-12:38:18 wrote ae_000.pth
20240907-12:38:19 wrote ae_001.pth
20240907-12:38:20 wrote ae_002.pth
20240907-12:38:20 wrote ae_003.pth
20240907-12:38:21 wrote ae_004.pth
20240907-12:38:22 wrote ae_005.pth
20240907-12:38:22 wrote ae_006.pth
20240907-12:38:23 wrote ae_007.pth
20240907-12:38:24 wrote ae_008.pth
20240907-12:38:24 wrote ae_009.pth
20240907-12:38:24 epoch_duration 3min30s next_finish 12:41:55
20240907-12:38:24 wrote state.pth
20240907-12:38:24 --- epoch 55 ----------------------------------------
20240907-12:38:24 current_test_accuracies 0.3375 0.3726 0.3856 0.3566 0.3520 0.3729 0.3280 0.3543 0.3843 0.3823
20240907-12:38:24 time_train=11331 time_c_quizzes=0
20240907-12:38:24 no_c_quiz
20240907-12:38:24 training model 6 (accuracy 0.32795029878616333)
20240907-12:38:24 training model 0 (accuracy 0.3374844193458557)
20240907-12:40:29 train_loss 55 model 0 0.03483010265720077
20240907-12:40:29 train_loss 55 model 6 0.03407907331828028
20240907-12:40:31 test_loss 55 model 0 0.021523125795647503
20240907-12:40:31 test_loss 55 model 6 0.02234388473443687
20240907-12:41:48 test_accuracy 55 model 6 nb_correct 281 / 798 (35.21%)
20240907-12:41:48 test_accuracy 55 model 0 nb_correct 276 / 815 (33.87%)
20240907-12:41:49 wrote ae_000.pth
20240907-12:41:50 wrote ae_001.pth
20240907-12:41:50 wrote ae_002.pth
20240907-12:41:51 wrote ae_003.pth
20240907-12:41:52 wrote ae_004.pth
20240907-12:41:52 wrote ae_005.pth
20240907-12:41:53 wrote ae_006.pth
20240907-12:41:54 wrote ae_007.pth
20240907-12:41:54 wrote ae_008.pth
20240907-12:41:55 wrote ae_009.pth
20240907-12:41:55 epoch_duration 3min30s next_finish 12:45:26
20240907-12:41:55 wrote state.pth
20240907-12:41:55 --- epoch 56 ----------------------------------------
20240907-12:41:55 current_test_accuracies 0.3387 0.3726 0.3856 0.3566 0.3520 0.3729 0.3521 0.3543 0.3843 0.3823
20240907-12:41:55 time_train=11534 time_c_quizzes=0
20240907-12:41:55 no_c_quiz
20240907-12:41:55 training model 0 (accuracy 0.33865031599998474)
20240907-12:41:55 training model 4 (accuracy 0.3519900441169739)
20240907-12:44:00 train_loss 56 model 4 0.030280401122756304
20240907-12:44:00 train_loss 56 model 0 0.03222725490015
20240907-12:44:01 test_loss 56 model 4 0.0210731492144987
20240907-12:44:02 test_loss 56 model 0 0.023816055397037416
20240907-12:45:16 test_accuracy 56 model 4 nb_correct 320 / 796 (40.20%)
20240907-12:45:19 test_accuracy 56 model 0 nb_correct 274 / 806 (34.00%)
20240907-12:45:20 wrote ae_000.pth
20240907-12:45:20 wrote ae_001.pth
20240907-12:45:21 wrote ae_002.pth
20240907-12:45:22 wrote ae_003.pth
20240907-12:45:23 wrote ae_004.pth
20240907-12:45:23 wrote ae_005.pth
20240907-12:45:24 wrote ae_006.pth
20240907-12:45:25 wrote ae_007.pth
20240907-12:45:25 wrote ae_008.pth
20240907-12:45:26 wrote ae_009.pth
20240907-12:45:26 epoch_duration 3min30s next_finish 12:48:57
20240907-12:45:26 wrote state.pth
20240907-12:45:26 --- epoch 57 ----------------------------------------
20240907-12:45:26 current_test_accuracies 0.3400 0.3726 0.3856 0.3566 0.4020 0.3729 0.3521 0.3543 0.3843 0.3823
20240907-12:45:26 time_train=11737 time_c_quizzes=0
20240907-12:45:26 no_c_quiz
20240907-12:45:26 training model 0 (accuracy 0.3399503827095032)
20240907-12:45:26 training model 6 (accuracy 0.35213032364845276)
20240907-12:47:31 train_loss 57 model 0 0.030961168055888267
20240907-12:47:31 train_loss 57 model 6 0.031085577815771103
20240907-12:47:32 test_loss 57 model 0 0.02254257696913555
20240907-12:47:32 test_loss 57 model 6 0.024771978345233946
20240907-12:48:50 test_accuracy 57 model 0 nb_correct 269 / 776 (34.66%)
20240907-12:48:50 test_accuracy 57 model 6 nb_correct 254 / 813 (31.24%)
20240907-12:48:50 wrote ae_000.pth
20240907-12:48:51 wrote ae_001.pth
20240907-12:48:52 wrote ae_002.pth
20240907-12:48:52 wrote ae_003.pth
20240907-12:48:53 wrote ae_004.pth
20240907-12:48:54 wrote ae_005.pth
20240907-12:48:54 wrote ae_006.pth
20240907-12:48:55 wrote ae_007.pth
20240907-12:48:56 wrote ae_008.pth
20240907-12:48:56 wrote ae_009.pth
20240907-12:48:56 epoch_duration 3min30s next_finish 12:52:27
20240907-12:48:56 wrote state.pth
20240907-12:48:56 --- epoch 58 ----------------------------------------
20240907-12:48:56 current_test_accuracies 0.3466 0.3726 0.3856 0.3566 0.4020 0.3729 0.3124 0.3543 0.3843 0.3823
20240907-12:48:56 time_train=11940 time_c_quizzes=0
20240907-12:48:56 no_c_quiz
20240907-12:48:56 training model 6 (accuracy 0.31242311000823975)
20240907-12:48:56 training model 0 (accuracy 0.34664949774742126)
20240907-12:51:01 train_loss 58 model 0 0.02998456492321566
20240907-12:51:01 train_loss 58 model 6 0.030761419609189034
20240907-12:51:03 test_loss 58 model 0 0.021110520890215412
20240907-12:51:03 test_loss 58 model 6 0.02450846544234082
20240907-12:52:19 test_accuracy 58 model 0 nb_correct 271 / 804 (33.71%)
20240907-12:52:20 test_accuracy 58 model 6 nb_correct 260 / 800 (32.50%)
20240907-12:52:21 wrote ae_000.pth
20240907-12:52:22 wrote ae_001.pth
20240907-12:52:22 wrote ae_002.pth
20240907-12:52:23 wrote ae_003.pth
20240907-12:52:24 wrote ae_004.pth
20240907-12:52:25 wrote ae_005.pth
20240907-12:52:25 wrote ae_006.pth
20240907-12:52:26 wrote ae_007.pth
20240907-12:52:27 wrote ae_008.pth
20240907-12:52:27 wrote ae_009.pth
20240907-12:52:27 epoch_duration 3min30s next_finish 12:55:58
20240907-12:52:27 wrote state.pth
20240907-12:52:27 --- epoch 59 ----------------------------------------
20240907-12:52:27 current_test_accuracies 0.3371 0.3726 0.3856 0.3566 0.4020 0.3729 0.3250 0.3543 0.3843 0.3823
20240907-12:52:27 time_train=12143 time_c_quizzes=0
20240907-12:52:27 no_c_quiz
20240907-12:52:27 training model 6 (accuracy 0.32499998807907104)
20240907-12:52:27 training model 0 (accuracy 0.3370646834373474)
20240907-12:54:32 train_loss 59 model 6 0.029558989071287213
20240907-12:54:32 train_loss 59 model 0 0.029361988805234433
20240907-12:54:34 test_loss 59 model 6 0.022808722086483612
20240907-12:54:34 test_loss 59 model 0 0.02295864038169384
20240907-12:55:50 test_accuracy 59 model 6 nb_correct 264 / 799 (33.04%)
20240907-12:55:50 test_accuracy 59 model 0 nb_correct 302 / 790 (38.23%)
20240907-12:55:51 wrote ae_000.pth
20240907-12:55:51 wrote ae_001.pth
20240907-12:55:52 wrote ae_002.pth
20240907-12:55:52 wrote ae_003.pth
20240907-12:55:53 wrote ae_004.pth
20240907-12:55:54 wrote ae_005.pth
20240907-12:55:54 wrote ae_006.pth
20240907-12:55:55 wrote ae_007.pth
20240907-12:55:56 wrote ae_008.pth
20240907-12:55:57 wrote ae_009.pth
20240907-12:55:57 epoch_duration 3min29s next_finish 12:59:26
20240907-12:55:57 wrote state.pth
20240907-12:55:57 --- epoch 60 ----------------------------------------
20240907-12:55:57 current_test_accuracies 0.3823 0.3726 0.3856 0.3566 0.4020 0.3729 0.3304 0.3543 0.3843 0.3823
20240907-12:55:57 time_train=12345 time_c_quizzes=0
20240907-12:55:57 no_c_quiz
20240907-12:55:57 training model 6 (accuracy 0.33041301369667053)
20240907-12:55:57 training model 7 (accuracy 0.3542713522911072)
20240907-12:58:02 train_loss 60 model 6 0.027256876565981657
20240907-12:58:02 train_loss 60 model 7 0.029341196378692983
20240907-12:58:03 test_loss 60 model 6 0.026002736907685176
20240907-12:58:04 test_loss 60 model 7 0.028017884079599754
20240907-12:59:20 test_accuracy 60 model 7 nb_correct 285 / 778 (36.63%)
20240907-12:59:20 test_accuracy 60 model 6 nb_correct 308 / 814 (37.84%)
20240907-12:59:21 wrote ae_000.pth
20240907-12:59:22 wrote ae_001.pth
20240907-12:59:23 wrote ae_002.pth
20240907-12:59:24 wrote ae_003.pth
20240907-12:59:24 wrote ae_004.pth
20240907-12:59:25 wrote ae_005.pth
20240907-12:59:26 wrote ae_006.pth
20240907-12:59:26 wrote ae_007.pth
20240907-12:59:27 wrote ae_008.pth
20240907-12:59:28 wrote ae_009.pth
20240907-12:59:28 epoch_duration 3min30s next_finish 13:02:59
20240907-12:59:28 wrote state.pth
20240907-12:59:28 --- epoch 61 ----------------------------------------
20240907-12:59:28 current_test_accuracies 0.3823 0.3726 0.3856 0.3566 0.4020 0.3729 0.3784 0.3663 0.3843 0.3823
20240907-12:59:28 time_train=12548 time_c_quizzes=0
20240907-12:59:28 no_c_quiz
20240907-12:59:28 training model 3 (accuracy 0.35659897327423096)
20240907-12:59:28 training model 7 (accuracy 0.36632391810417175)
20240907-13:01:33 train_loss 61 model 3 0.030538317666389047
20240907-13:01:33 train_loss 61 model 7 0.030127499242080375
20240907-13:01:34 test_loss 61 model 3 0.02154217762872577
20240907-13:01:35 test_loss 61 model 7 0.02086650491692126
20240907-13:02:50 test_accuracy 61 model 3 nb_correct 290 / 764 (37.96%)
20240907-13:02:50 test_accuracy 61 model 7 nb_correct 280 / 802 (34.91%)
20240907-13:02:51 wrote ae_000.pth
20240907-13:02:52 wrote ae_001.pth
20240907-13:02:53 wrote ae_002.pth
20240907-13:02:53 wrote ae_003.pth
20240907-13:02:54 wrote ae_004.pth
20240907-13:02:55 wrote ae_005.pth
20240907-13:02:55 wrote ae_006.pth
20240907-13:02:56 wrote ae_007.pth
20240907-13:02:57 wrote ae_008.pth
20240907-13:02:57 wrote ae_009.pth
20240907-13:02:57 epoch_duration 3min29s next_finish 13:06:27
20240907-13:02:57 wrote state.pth
20240907-13:02:57 --- epoch 62 ----------------------------------------
20240907-13:02:57 current_test_accuracies 0.3823 0.3726 0.3856 0.3796 0.4020 0.3729 0.3784 0.3491 0.3843 0.3823
20240907-13:02:57 time_train=12750 time_c_quizzes=0
20240907-13:02:57 no_c_quiz
20240907-13:02:57 training model 7 (accuracy 0.3491271734237671)
20240907-13:02:57 training model 1 (accuracy 0.3726474344730377)
20240907-13:05:02 train_loss 62 model 1 0.029697644323110582
20240907-13:05:02 train_loss 62 model 7 0.027049787286669017
20240907-13:05:03 test_loss 62 model 1 0.020054563309531658
20240907-13:05:03 test_loss 62 model 7 0.018944626586744562
20240907-13:06:19 test_accuracy 62 model 7 nb_correct 348 / 780 (44.62%)
20240907-13:06:20 test_accuracy 62 model 1 nb_correct 284 / 782 (36.32%)
20240907-13:06:21 wrote ae_000.pth
20240907-13:06:21 wrote ae_001.pth
20240907-13:06:22 wrote ae_002.pth
20240907-13:06:23 wrote ae_003.pth
20240907-13:06:23 wrote ae_004.pth
20240907-13:06:24 wrote ae_005.pth
20240907-13:06:25 wrote ae_006.pth
20240907-13:06:25 wrote ae_007.pth
20240907-13:06:26 wrote ae_008.pth
20240907-13:06:27 wrote ae_009.pth
20240907-13:06:27 epoch_duration 3min29s next_finish 13:09:56
20240907-13:06:27 wrote state.pth
20240907-13:06:27 --- epoch 63 ----------------------------------------
20240907-13:06:27 current_test_accuracies 0.3823 0.3632 0.3856 0.3796 0.4020 0.3729 0.3784 0.4462 0.3843 0.3823
20240907-13:06:27 time_train=12952 time_c_quizzes=0
20240907-13:06:27 no_c_quiz
20240907-13:06:27 training model 1 (accuracy 0.36317136883735657)
20240907-13:06:27 training model 5 (accuracy 0.37292465567588806)
20240907-13:08:31 train_loss 63 model 5 0.03358667494682595
20240907-13:08:31 train_loss 63 model 1 0.028793513706419617
20240907-13:08:33 test_loss 63 model 5 0.02060667266487144
20240907-13:08:33 test_loss 63 model 1 0.028014558483846486
20240907-13:09:50 test_accuracy 63 model 5 nb_correct 297 / 820 (36.22%)
20240907-13:09:50 test_accuracy 63 model 1 nb_correct 297 / 778 (38.17%)
20240907-13:09:51 wrote ae_000.pth
20240907-13:09:52 wrote ae_001.pth
20240907-13:09:52 wrote ae_002.pth
20240907-13:09:53 wrote ae_003.pth
20240907-13:09:53 wrote ae_004.pth
20240907-13:09:54 wrote ae_005.pth
20240907-13:09:55 wrote ae_006.pth
20240907-13:09:55 wrote ae_007.pth
20240907-13:09:56 wrote ae_008.pth
20240907-13:09:57 wrote ae_009.pth
20240907-13:09:57 epoch_duration 3min30s next_finish 13:13:27
20240907-13:09:57 wrote state.pth
20240907-13:09:57 --- epoch 64 ----------------------------------------
20240907-13:09:57 current_test_accuracies 0.3823 0.3817 0.3856 0.3796 0.4020 0.3622 0.3784 0.4462 0.3843 0.3823
20240907-13:09:57 time_train=13155 time_c_quizzes=0
20240907-13:09:57 no_c_quiz
20240907-13:09:57 training model 5 (accuracy 0.36219513416290283)
20240907-13:09:57 training model 6 (accuracy 0.37837839126586914)
20240907-13:12:02 train_loss 64 model 5 0.03273408795008436
20240907-13:12:02 train_loss 64 model 6 0.02883437734236941
20240907-13:12:04 test_loss 64 model 5 0.016917153383838014
20240907-13:12:04 test_loss 64 model 6 0.026975837381905877
20240907-13:13:18 test_accuracy 64 model 6 nb_correct 279 / 788 (35.41%)
20240907-13:13:19 test_accuracy 64 model 5 nb_correct 299 / 796 (37.56%)
20240907-13:13:20 wrote ae_000.pth
20240907-13:13:21 wrote ae_001.pth
20240907-13:13:21 wrote ae_002.pth
20240907-13:13:22 wrote ae_003.pth
20240907-13:13:23 wrote ae_004.pth
20240907-13:13:24 wrote ae_005.pth
20240907-13:13:24 wrote ae_006.pth
20240907-13:13:25 wrote ae_007.pth
20240907-13:13:26 wrote ae_008.pth
20240907-13:13:26 wrote ae_009.pth
20240907-13:13:26 epoch_duration 3min29s next_finish 13:16:56
20240907-13:13:26 wrote state.pth
20240907-13:13:26 --- epoch 65 ----------------------------------------
20240907-13:13:26 current_test_accuracies 0.3823 0.3817 0.3856 0.3796 0.4020 0.3756 0.3541 0.4462 0.3843 0.3823
20240907-13:13:26 time_train=13357 time_c_quizzes=0
20240907-13:13:26 no_c_quiz
20240907-13:13:26 training model 6 (accuracy 0.35406091809272766)
20240907-13:13:26 training model 5 (accuracy 0.37562814354896545)
20240907-13:15:31 train_loss 65 model 6 0.026099344237940386
20240907-13:15:32 train_loss 65 model 5 0.03058174799499102
20240907-13:15:33 test_loss 65 model 6 0.021278640697710217
20240907-13:15:33 test_loss 65 model 5 0.022775094571989028
20240907-13:16:49 test_accuracy 65 model 5 nb_correct 321 / 809 (39.68%)
20240907-13:16:50 test_accuracy 65 model 6 nb_correct 324 / 795 (40.75%)
20240907-13:16:51 wrote ae_000.pth
20240907-13:16:51 wrote ae_001.pth
20240907-13:16:52 wrote ae_002.pth
20240907-13:16:53 wrote ae_003.pth
20240907-13:16:54 wrote ae_004.pth
20240907-13:16:54 wrote ae_005.pth
20240907-13:16:55 wrote ae_006.pth
20240907-13:16:56 wrote ae_007.pth
20240907-13:16:56 wrote ae_008.pth
20240907-13:16:57 wrote ae_009.pth
20240907-13:16:57 epoch_duration 3min30s next_finish 13:20:28
20240907-13:16:57 wrote state.pth
20240907-13:16:57 --- epoch 66 ----------------------------------------
20240907-13:16:57 current_test_accuracies 0.3823 0.3817 0.3856 0.3796 0.4020 0.3968 0.4075 0.4462 0.3843 0.3823
20240907-13:16:57 time_train=13560 time_c_quizzes=0
20240907-13:16:57 no_c_quiz
20240907-13:16:57 training model 3 (accuracy 0.37958115339279175)
20240907-13:16:57 training model 1 (accuracy 0.3817480802536011)
20240907-13:19:02 train_loss 66 model 3 0.03027400650875643
20240907-13:19:02 train_loss 66 model 1 0.02866414300748147
20240907-13:19:03 test_loss 66 model 3 0.01941505495342426
20240907-13:19:03 test_loss 66 model 1 0.02149048517458141
20240907-13:20:15 test_accuracy 66 model 3 nb_correct 313 / 794 (39.42%)
20240907-13:20:16 test_accuracy 66 model 1 nb_correct 272 / 806 (33.75%)
20240907-13:20:17 wrote ae_000.pth
20240907-13:20:17 wrote ae_001.pth
20240907-13:20:18 wrote ae_002.pth
20240907-13:20:19 wrote ae_003.pth
20240907-13:20:20 wrote ae_004.pth
20240907-13:20:20 wrote ae_005.pth
20240907-13:20:21 wrote ae_006.pth
20240907-13:20:22 wrote ae_007.pth
20240907-13:20:22 wrote ae_008.pth
20240907-13:20:23 wrote ae_009.pth
20240907-13:20:23 epoch_duration 3min26s next_finish 13:23:49
20240907-13:20:23 wrote state.pth
20240907-13:20:23 --- epoch 67 ----------------------------------------
20240907-13:20:23 current_test_accuracies 0.3823 0.3375 0.3856 0.3942 0.4020 0.3968 0.4075 0.4462 0.3843 0.3823
20240907-13:20:23 time_train=13758 time_c_quizzes=0
20240907-13:20:23 no_c_quiz
20240907-13:20:23 training model 1 (accuracy 0.3374689817428589)
20240907-13:20:23 training model 0 (accuracy 0.3822784721851349)
20240907-13:22:28 train_loss 67 model 0 0.028090184785425663
20240907-13:22:28 train_loss 67 model 1 0.026342523600673302
20240907-13:22:30 test_loss 67 model 0 0.01898355931043625
20240907-13:22:30 test_loss 67 model 1 0.022110055515076964
20240907-13:23:44 test_accuracy 67 model 1 nb_correct 280 / 792 (35.35%)
20240907-13:23:45 test_accuracy 67 model 0 nb_correct 329 / 810 (40.62%)
20240907-13:23:46 wrote ae_000.pth
20240907-13:23:47 wrote ae_001.pth
20240907-13:23:47 wrote ae_002.pth
20240907-13:23:48 wrote ae_003.pth
20240907-13:23:49 wrote ae_004.pth
20240907-13:23:50 wrote ae_005.pth
20240907-13:23:50 wrote ae_006.pth
20240907-13:23:51 wrote ae_007.pth
20240907-13:23:51 wrote ae_008.pth
20240907-13:23:52 wrote ae_009.pth
20240907-13:23:52 epoch_duration 3min29s next_finish 13:27:21
20240907-13:23:52 wrote state.pth
20240907-13:23:52 --- epoch 68 ----------------------------------------
20240907-13:23:52 current_test_accuracies 0.4062 0.3535 0.3856 0.3942 0.4020 0.3968 0.4075 0.4462 0.3843 0.3823
20240907-13:23:52 time_train=13960 time_c_quizzes=0
20240907-13:23:52 no_c_quiz
20240907-13:23:52 training model 1 (accuracy 0.35353535413742065)
20240907-13:23:52 training model 9 (accuracy 0.3822784721851349)
20240907-13:25:57 train_loss 68 model 9 0.03486372190294787
20240907-13:25:57 train_loss 68 model 1 0.026752527114236726
20240907-13:25:59 test_loss 68 model 9 0.021036490495316685
20240907-13:25:59 test_loss 68 model 1 0.015263323322869837
20240907-13:27:12 test_accuracy 68 model 1 nb_correct 373 / 809 (46.11%)
20240907-13:27:16 test_accuracy 68 model 9 nb_correct 273 / 814 (33.54%)
20240907-13:27:17 wrote ae_000.pth
20240907-13:27:17 wrote ae_001.pth
20240907-13:27:18 wrote ae_002.pth
20240907-13:27:19 wrote ae_003.pth
20240907-13:27:19 wrote ae_004.pth
20240907-13:27:20 wrote ae_005.pth
20240907-13:27:21 wrote ae_006.pth
20240907-13:27:21 wrote ae_007.pth
20240907-13:27:22 wrote ae_008.pth
20240907-13:27:23 wrote ae_009.pth
20240907-13:27:23 epoch_duration 3min30s next_finish 13:30:53
20240907-13:27:23 wrote state.pth
20240907-13:27:23 --- epoch 69 ----------------------------------------
20240907-13:27:23 current_test_accuracies 0.4062 0.4611 0.3856 0.3942 0.4020 0.3968 0.4075 0.4462 0.3843 0.3354
20240907-13:27:23 time_train=14163 time_c_quizzes=0
20240907-13:27:23 no_c_quiz
20240907-13:27:23 training model 9 (accuracy 0.33538082242012024)
20240907-13:27:23 training model 8 (accuracy 0.38432836532592773)
20240907-13:29:28 train_loss 69 model 8 0.03178884383523837
20240907-13:29:28 train_loss 69 model 9 0.03277584129711613
20240907-13:29:29 test_loss 69 model 8 0.0229462934541516
20240907-13:29:29 test_loss 69 model 9 0.02679775789147243
20240907-13:30:46 test_accuracy 69 model 8 nb_correct 294 / 789 (37.26%)
20240907-13:30:46 test_accuracy 69 model 9 nb_correct 290 / 795 (36.48%)
20240907-13:30:47 wrote ae_000.pth
20240907-13:30:48 wrote ae_001.pth
20240907-13:30:49 wrote ae_002.pth
20240907-13:30:49 wrote ae_003.pth
20240907-13:30:50 wrote ae_004.pth
20240907-13:30:51 wrote ae_005.pth
20240907-13:30:51 wrote ae_006.pth
20240907-13:30:52 wrote ae_007.pth
20240907-13:30:53 wrote ae_008.pth
20240907-13:30:53 wrote ae_009.pth
20240907-13:30:53 epoch_duration 3min30s next_finish 13:34:24
20240907-13:30:53 wrote state.pth
20240907-13:30:53 --- epoch 70 ----------------------------------------
20240907-13:30:53 current_test_accuracies 0.4062 0.4611 0.3856 0.3942 0.4020 0.3968 0.4075 0.4462 0.3726 0.3648
20240907-13:30:53 time_train=14366 time_c_quizzes=0
20240907-13:30:53 no_c_quiz
20240907-13:30:53 training model 9 (accuracy 0.36477985978126526)
20240907-13:30:53 training model 8 (accuracy 0.3726235628128052)
20240907-13:32:58 train_loss 70 model 9 0.030309155814815313
20240907-13:32:58 train_loss 70 model 8 0.03021108610648662
20240907-13:33:00 test_loss 70 model 9 0.02510440970072523
20240907-13:33:00 test_loss 70 model 8 0.01824793139239773
20240907-13:34:15 test_accuracy 70 model 8 nb_correct 311 / 804 (38.68%)
20240907-13:34:16 test_accuracy 70 model 9 nb_correct 292 / 807 (36.18%)
20240907-13:34:17 wrote ae_000.pth
20240907-13:34:17 wrote ae_001.pth
20240907-13:34:18 wrote ae_002.pth
20240907-13:34:19 wrote ae_003.pth
20240907-13:34:20 wrote ae_004.pth
20240907-13:34:20 wrote ae_005.pth
20240907-13:34:21 wrote ae_006.pth
20240907-13:34:22 wrote ae_007.pth
20240907-13:34:22 wrote ae_008.pth
20240907-13:34:23 wrote ae_009.pth
20240907-13:34:23 epoch_duration 3min29s next_finish 13:37:53
20240907-13:34:23 wrote state.pth
20240907-13:34:23 --- epoch 71 ----------------------------------------
20240907-13:34:23 current_test_accuracies 0.4062 0.4611 0.3856 0.3942 0.4020 0.3968 0.4075 0.4462 0.3868 0.3618
20240907-13:34:23 time_train=14568 time_c_quizzes=0
20240907-13:34:23 no_c_quiz
20240907-13:34:23 training model 9 (accuracy 0.36183395981788635)
20240907-13:34:23 training model 2 (accuracy 0.3855721354484558)
20240907-13:36:28 train_loss 71 model 9 0.030876026074867696
20240907-13:36:28 train_loss 71 model 2 0.030800634175539018
20240907-13:36:29 test_loss 71 model 9 0.02522269404726103
20240907-13:36:29 test_loss 71 model 2 0.03549818131141365
20240907-13:37:45 test_accuracy 71 model 9 nb_correct 304 / 791 (38.43%)
20240907-13:37:46 test_accuracy 71 model 2 nb_correct 206 / 792 (26.01%)
20240907-13:37:47 wrote ae_000.pth
20240907-13:37:47 wrote ae_001.pth
20240907-13:37:48 wrote ae_002.pth
20240907-13:37:49 wrote ae_003.pth
20240907-13:37:49 wrote ae_004.pth
20240907-13:37:50 wrote ae_005.pth
20240907-13:37:51 wrote ae_006.pth
20240907-13:37:51 wrote ae_007.pth
20240907-13:37:52 wrote ae_008.pth
20240907-13:37:53 wrote ae_009.pth
20240907-13:37:53 epoch_duration 3min29s next_finish 13:41:23
20240907-13:37:53 wrote state.pth
20240907-13:37:53 --- epoch 72 ----------------------------------------
20240907-13:37:53 current_test_accuracies 0.4062 0.4611 0.2601 0.3942 0.4020 0.3968 0.4075 0.4462 0.3868 0.3843
20240907-13:37:53 time_train=14771 time_c_quizzes=0
20240907-13:37:53 no_c_quiz
20240907-13:37:53 training model 2 (accuracy 0.2601010203361511)
20240907-13:37:53 training model 9 (accuracy 0.3843236267566681)
20240907-13:39:58 train_loss 72 model 9 0.02765848542144522
20240907-13:39:58 train_loss 72 model 2 0.02946800121013075
20240907-13:39:59 test_loss 72 model 9 0.02199867502786219
20240907-13:39:59 test_loss 72 model 2 0.022485415975097567
20240907-13:41:10 test_accuracy 72 model 9 nb_correct 315 / 793 (39.72%)
20240907-13:41:16 test_accuracy 72 model 2 nb_correct 317 / 821 (38.61%)
20240907-13:41:17 wrote ae_000.pth
20240907-13:41:18 wrote ae_001.pth
20240907-13:41:18 wrote ae_002.pth
20240907-13:41:19 wrote ae_003.pth
20240907-13:41:20 wrote ae_004.pth
20240907-13:41:20 wrote ae_005.pth
20240907-13:41:21 wrote ae_006.pth
20240907-13:41:22 wrote ae_007.pth
20240907-13:41:22 wrote ae_008.pth
20240907-13:41:23 wrote ae_009.pth
20240907-13:41:23 epoch_duration 3min30s next_finish 13:44:53
20240907-13:41:23 wrote state.pth
20240907-13:41:23 --- epoch 73 ----------------------------------------
20240907-13:41:23 current_test_accuracies 0.4062 0.4611 0.3861 0.3942 0.4020 0.3968 0.4075 0.4462 0.3868 0.3972
20240907-13:41:23 time_train=14974 time_c_quizzes=0
20240907-13:41:23 no_c_quiz
20240907-13:41:23 training model 2 (accuracy 0.3861145079135895)
20240907-13:41:23 training model 8 (accuracy 0.3868159055709839)
20240907-13:43:28 train_loss 73 model 2 0.02826743381447159
20240907-13:43:28 train_loss 73 model 8 0.028347145966021343
20240907-13:43:29 test_loss 73 model 2 0.018817740702070297
20240907-13:43:30 test_loss 73 model 8 0.018117621541023254
20240907-13:44:45 test_accuracy 73 model 2 nb_correct 354 / 813 (43.54%)
20240907-13:44:45 test_accuracy 73 model 8 nb_correct 293 / 815 (35.95%)
20240907-13:44:46 wrote ae_000.pth
20240907-13:44:47 wrote ae_001.pth
20240907-13:44:48 wrote ae_002.pth
20240907-13:44:48 wrote ae_003.pth
20240907-13:44:49 wrote ae_004.pth
20240907-13:44:50 wrote ae_005.pth
20240907-13:44:50 wrote ae_006.pth
20240907-13:44:51 wrote ae_007.pth
20240907-13:44:52 wrote ae_008.pth
20240907-13:44:52 wrote ae_009.pth
20240907-13:44:52 epoch_duration 3min29s next_finish 13:48:22
20240907-13:44:52 wrote state.pth
20240907-13:44:52 --- epoch 74 ----------------------------------------
20240907-13:44:52 current_test_accuracies 0.4062 0.4611 0.4354 0.3942 0.4020 0.3968 0.4075 0.4462 0.3595 0.3972
20240907-13:44:52 time_train=15176 time_c_quizzes=0
20240907-13:44:52 no_c_quiz
20240907-13:44:52 training model 8 (accuracy 0.3595091998577118)
20240907-13:44:52 training model 3 (accuracy 0.39420655369758606)
20240907-13:46:57 train_loss 74 model 8 0.028874992395285518
20240907-13:46:57 train_loss 74 model 3 0.028234109948389232
20240907-13:46:59 test_loss 74 model 8 0.02048933966434561
20240907-13:46:59 test_loss 74 model 3 0.019075981253990903
20240907-13:48:14 test_accuracy 74 model 8 nb_correct 308 / 802 (38.40%)
20240907-13:48:15 test_accuracy 74 model 3 nb_correct 303 / 772 (39.25%)
20240907-13:48:16 wrote ae_000.pth
20240907-13:48:17 wrote ae_001.pth
20240907-13:48:18 wrote ae_002.pth
20240907-13:48:18 wrote ae_003.pth
20240907-13:48:19 wrote ae_004.pth
20240907-13:48:20 wrote ae_005.pth
20240907-13:48:20 wrote ae_006.pth
20240907-13:48:21 wrote ae_007.pth
20240907-13:48:22 wrote ae_008.pth
20240907-13:48:22 wrote ae_009.pth
20240907-13:48:22 epoch_duration 3min30s next_finish 13:51:52
20240907-13:48:22 wrote state.pth
20240907-13:48:22 --- epoch 75 ----------------------------------------
20240907-13:48:22 current_test_accuracies 0.4062 0.4611 0.4354 0.3925 0.4020 0.3968 0.4075 0.4462 0.3840 0.3972
20240907-13:48:22 time_train=15379 time_c_quizzes=0
20240907-13:48:22 no_c_quiz
20240907-13:48:22 training model 8 (accuracy 0.38403990864753723)
20240907-13:48:22 training model 3 (accuracy 0.3924870491027832)
20240907-13:50:27 train_loss 75 model 8 0.02709811007953249
20240907-13:50:27 train_loss 75 model 3 0.027640697557013483
20240907-13:50:29 test_loss 75 model 8 0.021314864821033553
20240907-13:50:29 test_loss 75 model 3 0.021050130476942285
20240907-13:51:44 test_accuracy 75 model 3 nb_correct 358 / 798 (44.86%)
20240907-13:51:45 test_accuracy 75 model 8 nb_correct 316 / 805 (39.25%)
20240907-13:51:46 wrote ae_000.pth
20240907-13:51:46 wrote ae_001.pth
20240907-13:51:47 wrote ae_002.pth
20240907-13:51:48 wrote ae_003.pth
20240907-13:51:48 wrote ae_004.pth
20240907-13:51:49 wrote ae_005.pth
20240907-13:51:50 wrote ae_006.pth
20240907-13:51:50 wrote ae_007.pth
20240907-13:51:51 wrote ae_008.pth
20240907-13:51:52 wrote ae_009.pth
20240907-13:51:52 epoch_duration 3min29s next_finish 13:55:21
20240907-13:51:52 wrote state.pth
20240907-13:51:52 --- epoch 76 ----------------------------------------
20240907-13:51:52 current_test_accuracies 0.4062 0.4611 0.4354 0.4486 0.4020 0.3968 0.4075 0.4462 0.3925 0.3972
20240907-13:51:52 time_train=15581 time_c_quizzes=0
20240907-13:51:52 no_c_quiz
20240907-13:51:52 training model 8 (accuracy 0.3925465941429138)
20240907-13:51:52 training model 5 (accuracy 0.3967861533164978)
20240907-13:53:56 train_loss 76 model 5 0.029017003437969834
20240907-13:53:56 train_loss 76 model 8 0.02552940157428384
20240907-13:53:58 test_loss 76 model 5 0.02514723394997418
20240907-13:53:58 test_loss 76 model 8 0.01962990836473182
20240907-13:55:11 test_accuracy 76 model 8 nb_correct 345 / 801 (43.07%)
20240907-13:55:14 test_accuracy 76 model 5 nb_correct 285 / 789 (36.12%)
20240907-13:55:14 wrote ae_000.pth
20240907-13:55:15 wrote ae_001.pth
20240907-13:55:16 wrote ae_002.pth
20240907-13:55:16 wrote ae_003.pth
20240907-13:55:17 wrote ae_004.pth
20240907-13:55:18 wrote ae_005.pth
20240907-13:55:18 wrote ae_006.pth
20240907-13:55:19 wrote ae_007.pth
20240907-13:55:20 wrote ae_008.pth
20240907-13:55:20 wrote ae_009.pth
20240907-13:55:20 epoch_duration 3min28s next_finish 13:58:49
20240907-13:55:20 wrote state.pth
20240907-13:55:20 --- epoch 77 ----------------------------------------
20240907-13:55:20 current_test_accuracies 0.4062 0.4611 0.4354 0.4486 0.4020 0.3612 0.4075 0.4462 0.4307 0.3972
20240907-13:55:20 time_train=15783 time_c_quizzes=0
20240907-13:55:20 no_c_quiz
20240907-13:55:20 training model 5 (accuracy 0.3612167239189148)
20240907-13:55:20 training model 9 (accuracy 0.3972257375717163)
20240907-13:57:25 train_loss 77 model 9 0.02932691988069564
20240907-13:57:25 train_loss 77 model 5 0.02765804229909554
20240907-13:57:27 test_loss 77 model 9 0.02020047608821187
20240907-13:57:27 test_loss 77 model 5 0.017851075637736358
20240907-13:58:43 test_accuracy 77 model 9 nb_correct 303 / 806 (37.59%)
20240907-13:58:44 test_accuracy 77 model 5 nb_correct 326 / 798 (40.85%)
20240907-13:58:45 wrote ae_000.pth
20240907-13:58:45 wrote ae_001.pth
20240907-13:58:46 wrote ae_002.pth
20240907-13:58:47 wrote ae_003.pth
20240907-13:58:47 wrote ae_004.pth
20240907-13:58:48 wrote ae_005.pth
20240907-13:58:49 wrote ae_006.pth
20240907-13:58:49 wrote ae_007.pth
20240907-13:58:50 wrote ae_008.pth
20240907-13:58:51 wrote ae_009.pth
20240907-13:58:51 epoch_duration 3min30s next_finish 14:02:21
20240907-13:58:51 wrote state.pth
20240907-13:58:51 --- epoch 78 ----------------------------------------
20240907-13:58:51 current_test_accuracies 0.4062 0.4611 0.4354 0.4486 0.4020 0.4085 0.4075 0.4462 0.4307 0.3759
20240907-13:58:51 time_train=15986 time_c_quizzes=0
20240907-13:58:51 no_c_quiz
20240907-13:58:51 training model 9 (accuracy 0.375930517911911)
20240907-13:58:51 training model 4 (accuracy 0.402010053396225)
20240907-14:00:55 train_loss 78 model 4 0.026976865674834698
20240907-14:00:56 train_loss 78 model 9 0.027093372533796355
20240907-14:00:57 test_loss 78 model 4 0.01916614454239607
20240907-14:00:57 test_loss 78 model 9 0.01672773766622413
20240907-14:02:10 test_accuracy 78 model 4 nb_correct 355 / 794 (44.71%)
20240907-14:02:14 test_accuracy 78 model 9 nb_correct 334 / 796 (41.96%)
20240907-14:02:15 wrote ae_000.pth
20240907-14:02:15 wrote ae_001.pth
20240907-14:02:16 wrote ae_002.pth
20240907-14:02:17 wrote ae_003.pth
20240907-14:02:18 wrote ae_004.pth
20240907-14:02:18 wrote ae_005.pth
20240907-14:02:19 wrote ae_006.pth
20240907-14:02:20 wrote ae_007.pth
20240907-14:02:20 wrote ae_008.pth
20240907-14:02:21 wrote ae_009.pth
20240907-14:02:21 epoch_duration 3min30s next_finish 14:05:51
20240907-14:02:21 wrote state.pth
20240907-14:02:21 --- epoch 79 ----------------------------------------
20240907-14:02:21 current_test_accuracies 0.4062 0.4611 0.4354 0.4486 0.4471 0.4085 0.4075 0.4462 0.4307 0.4196
20240907-14:02:21 time_train=16189 time_c_quizzes=0
20240907-14:02:21 no_c_quiz
20240907-14:02:21 training model 0 (accuracy 0.40617284178733826)
20240907-14:02:21 training model 6 (accuracy 0.4075471758842468)
20240907-14:04:26 train_loss 79 model 0 0.026384922920027747
20240907-14:04:26 train_loss 79 model 6 0.027899612652137876
20240907-14:04:28 test_loss 79 model 0 0.014557973964838312
20240907-14:04:28 test_loss 79 model 6 0.015069691199460066
20240907-14:05:42 test_accuracy 79 model 6 nb_correct 334 / 786 (42.49%)
20240907-14:05:44 test_accuracy 79 model 0 nb_correct 338 / 799 (42.30%)
20240907-14:05:44 wrote ae_000.pth
20240907-14:05:45 wrote ae_001.pth
20240907-14:05:46 wrote ae_002.pth
20240907-14:05:46 wrote ae_003.pth
20240907-14:05:47 wrote ae_004.pth
20240907-14:05:48 wrote ae_005.pth
20240907-14:05:48 wrote ae_006.pth
20240907-14:05:49 wrote ae_007.pth
20240907-14:05:50 wrote ae_008.pth
20240907-14:05:50 wrote ae_009.pth
20240907-14:05:50 epoch_duration 3min29s next_finish 14:09:20
20240907-14:05:50 wrote state.pth
20240907-14:05:50 --- epoch 80 ----------------------------------------
20240907-14:05:50 current_test_accuracies 0.4230 0.4611 0.4354 0.4486 0.4471 0.4085 0.4249 0.4462 0.4307 0.4196
20240907-14:05:50 time_train=16391 time_c_quizzes=0
20240907-14:05:50 no_c_quiz
20240907-14:05:50 training model 5 (accuracy 0.40852129459381104)
20240907-14:05:50 training model 9 (accuracy 0.4195979833602905)
20240907-14:07:55 train_loss 80 model 5 0.027032205063384027
20240907-14:07:55 train_loss 80 model 9 0.025601685683475806
20240907-14:07:57 test_loss 80 model 5 0.022443123627454042
20240907-14:07:57 test_loss 80 model 9 0.019615441397763788
20240907-14:09:13 test_accuracy 80 model 9 nb_correct 350 / 794 (44.08%)
20240907-14:09:13 test_accuracy 80 model 5 nb_correct 289 / 787 (36.72%)
20240907-14:09:14 wrote ae_000.pth
20240907-14:09:14 wrote ae_001.pth
20240907-14:09:15 wrote ae_002.pth
20240907-14:09:16 wrote ae_003.pth
20240907-14:09:17 wrote ae_004.pth
20240907-14:09:17 wrote ae_005.pth
20240907-14:09:18 wrote ae_006.pth
20240907-14:09:19 wrote ae_007.pth
20240907-14:09:19 wrote ae_008.pth
20240907-14:09:20 wrote ae_009.pth
20240907-14:09:20 epoch_duration 3min29s next_finish 14:12:49
20240907-14:09:20 wrote state.pth
20240907-14:09:20 --- epoch 81 ----------------------------------------
20240907-14:09:20 current_test_accuracies 0.4230 0.4611 0.4354 0.4486 0.4471 0.3672 0.4249 0.4462 0.4307 0.4408
20240907-14:09:20 time_train=16593 time_c_quizzes=0
20240907-14:09:20 no_c_quiz
20240907-14:09:20 training model 5 (accuracy 0.3672172725200653)
20240907-14:09:20 training model 0 (accuracy 0.4230287969112396)
20240907-14:11:25 train_loss 81 model 5 0.025878105506068096
20240907-14:11:25 train_loss 81 model 0 0.026643558704294263
20240907-14:11:26 test_loss 81 model 5 0.018499861587770283
20240907-14:11:26 test_loss 81 model 0 0.022871386969927698
20240907-14:12:40 test_accuracy 81 model 5 nb_correct 351 / 833 (42.14%)
20240907-14:12:42 test_accuracy 81 model 0 nb_correct 349 / 811 (43.03%)
20240907-14:12:43 wrote ae_000.pth
20240907-14:12:44 wrote ae_001.pth
20240907-14:12:45 wrote ae_002.pth
20240907-14:12:45 wrote ae_003.pth
20240907-14:12:46 wrote ae_004.pth
20240907-14:12:47 wrote ae_005.pth
20240907-14:12:47 wrote ae_006.pth
20240907-14:12:48 wrote ae_007.pth
20240907-14:12:49 wrote ae_008.pth
20240907-14:12:49 wrote ae_009.pth
20240907-14:12:49 epoch_duration 3min29s next_finish 14:16:19
20240907-14:12:49 wrote state.pth
20240907-14:12:49 --- epoch 82 ----------------------------------------
20240907-14:12:49 current_test_accuracies 0.4303 0.4611 0.4354 0.4486 0.4471 0.4214 0.4249 0.4462 0.4307 0.4408
20240907-14:12:49 time_train=16795 time_c_quizzes=0
20240907-14:12:49 no_c_quiz
20240907-14:12:49 training model 5 (accuracy 0.4213685393333435)
20240907-14:12:49 training model 6 (accuracy 0.4249363839626312)
20240907-14:14:54 train_loss 82 model 6 0.025254794419859537
20240907-14:14:54 train_loss 82 model 5 0.024661131223198025
20240907-14:14:56 test_loss 82 model 6 0.02030778644839302
20240907-14:14:56 test_loss 82 model 5 0.020282679609954356
20240907-14:16:11 test_accuracy 82 model 6 nb_correct 348 / 801 (43.45%)
20240907-14:16:11 test_accuracy 82 model 5 nb_correct 376 / 795 (47.30%)
20240907-14:16:12 wrote ae_000.pth
20240907-14:16:13 wrote ae_001.pth
20240907-14:16:13 wrote ae_002.pth
20240907-14:16:14 wrote ae_003.pth
20240907-14:16:15 wrote ae_004.pth
20240907-14:16:15 wrote ae_005.pth
20240907-14:16:16 wrote ae_006.pth
20240907-14:16:17 wrote ae_007.pth
20240907-14:16:17 wrote ae_008.pth
20240907-14:16:18 wrote ae_009.pth
20240907-14:16:18 epoch_duration 3min28s next_finish 14:19:47
20240907-14:16:18 wrote state.pth
20240907-14:16:18 --- epoch 83 ----------------------------------------
20240907-14:16:18 current_test_accuracies 0.4303 0.4611 0.4354 0.4486 0.4471 0.4730 0.4345 0.4462 0.4307 0.4408
20240907-14:16:18 time_train=16996 time_c_quizzes=0
20240907-14:16:18 no_c_quiz
20240907-14:16:18 training model 0 (accuracy 0.4303329288959503)
20240907-14:16:18 training model 8 (accuracy 0.4307115972042084)
20240907-14:18:23 train_loss 83 model 0 0.02590316116134636
20240907-14:18:23 train_loss 83 model 8 0.025914948662044482
20240907-14:18:25 test_loss 83 model 0 0.01901502982364036
20240907-14:18:25 test_loss 83 model 8 0.01588486599503085
20240907-14:19:37 test_accuracy 83 model 8 nb_correct 379 / 787 (48.16%)
20240907-14:19:40 test_accuracy 83 model 0 nb_correct 353 / 791 (44.63%)
20240907-14:19:41 wrote ae_000.pth
20240907-14:19:41 wrote ae_001.pth
20240907-14:19:42 wrote ae_002.pth
20240907-14:19:43 wrote ae_003.pth
20240907-14:19:43 wrote ae_004.pth
20240907-14:19:44 wrote ae_005.pth
20240907-14:19:45 wrote ae_006.pth
20240907-14:19:45 wrote ae_007.pth
20240907-14:19:46 wrote ae_008.pth
20240907-14:19:47 wrote ae_009.pth
20240907-14:19:47 epoch_duration 3min28s next_finish 14:23:15
20240907-14:19:47 wrote state.pth
20240907-14:19:47 --- epoch 84 ----------------------------------------
20240907-14:19:47 current_test_accuracies 0.4463 0.4611 0.4354 0.4486 0.4471 0.4730 0.4345 0.4462 0.4816 0.4408
20240907-14:19:47 time_train=17197 time_c_quizzes=0
20240907-14:19:47 no_c_quiz
20240907-14:19:47 training model 6 (accuracy 0.4344569146633148)
20240907-14:19:47 training model 2 (accuracy 0.4354243576526642)
20240907-14:21:51 train_loss 84 model 2 0.02590807593241334
20240907-14:21:51 train_loss 84 model 6 0.02420055373152718
20240907-14:21:53 test_loss 84 model 2 0.018863137729931624
20240907-14:21:53 test_loss 84 model 6 0.021177853358676658
20240907-14:23:08 test_accuracy 84 model 6 nb_correct 372 / 800 (46.50%)
20240907-14:23:09 test_accuracy 84 model 2 nb_correct 316 / 793 (39.85%)
20240907-14:23:10 wrote ae_000.pth
20240907-14:23:11 wrote ae_001.pth
20240907-14:23:11 wrote ae_002.pth
20240907-14:23:12 wrote ae_003.pth
20240907-14:23:13 wrote ae_004.pth
20240907-14:23:13 wrote ae_005.pth
20240907-14:23:14 wrote ae_006.pth
20240907-14:23:14 wrote ae_007.pth
20240907-14:23:15 wrote ae_008.pth
20240907-14:23:16 wrote ae_009.pth
20240907-14:23:16 epoch_duration 3min29s next_finish 14:26:45
20240907-14:23:16 wrote state.pth
20240907-14:23:16 --- epoch 85 ----------------------------------------
20240907-14:23:16 current_test_accuracies 0.4463 0.4611 0.3985 0.4486 0.4471 0.4730 0.4650 0.4462 0.4816 0.4408
20240907-14:23:16 time_train=17399 time_c_quizzes=0
20240907-14:23:16 no_c_quiz
20240907-14:23:16 training model 2 (accuracy 0.39848676323890686)
20240907-14:23:16 training model 9 (accuracy 0.4408060312271118)
20240907-14:25:21 train_loss 85 model 9 0.025107426641043276
20240907-14:25:21 train_loss 85 model 2 0.026863013096386567
20240907-14:25:22 test_loss 85 model 9 0.0233216653810814
20240907-14:25:22 test_loss 85 model 2 0.01936173781286925
20240907-14:26:36 test_accuracy 85 model 2 nb_correct 378 / 817 (46.27%)
20240907-14:26:37 test_accuracy 85 model 9 nb_correct 364 / 816 (44.61%)
20240907-14:26:38 wrote ae_000.pth
20240907-14:26:39 wrote ae_001.pth
20240907-14:26:39 wrote ae_002.pth
20240907-14:26:40 wrote ae_003.pth
20240907-14:26:41 wrote ae_004.pth
20240907-14:26:41 wrote ae_005.pth
20240907-14:26:42 wrote ae_006.pth
20240907-14:26:43 wrote ae_007.pth
20240907-14:26:43 wrote ae_008.pth
20240907-14:26:44 wrote ae_009.pth
20240907-14:26:44 epoch_duration 3min28s next_finish 14:30:12
20240907-14:26:44 wrote state.pth
20240907-14:26:44 --- epoch 86 ----------------------------------------
20240907-14:26:44 current_test_accuracies 0.4463 0.4611 0.4627 0.4486 0.4471 0.4730 0.4650 0.4462 0.4816 0.4461
20240907-14:26:44 time_train=17600 time_c_quizzes=0
20240907-14:26:44 no_c_quiz
20240907-14:26:44 training model 9 (accuracy 0.44607841968536377)
20240907-14:26:44 training model 7 (accuracy 0.446153849363327)
20240907-14:28:49 train_loss 86 model 7 0.028513024849817156
20240907-14:28:49 train_loss 86 model 9 0.02489745836914517
20240907-14:28:51 test_loss 86 model 7 0.020130030100699515
20240907-14:28:51 test_loss 86 model 9 0.0165708041342441
20240907-14:30:05 test_accuracy 86 model 7 nb_correct 329 / 782 (42.07%)
20240907-14:30:05 test_accuracy 86 model 9 nb_correct 345 / 805 (42.86%)
20240907-14:30:06 wrote ae_000.pth
20240907-14:30:06 wrote ae_001.pth
20240907-14:30:07 wrote ae_002.pth
20240907-14:30:08 wrote ae_003.pth
20240907-14:30:08 wrote ae_004.pth
20240907-14:30:09 wrote ae_005.pth
20240907-14:30:10 wrote ae_006.pth
20240907-14:30:10 wrote ae_007.pth
20240907-14:30:11 wrote ae_008.pth
20240907-14:30:12 wrote ae_009.pth
20240907-14:30:12 epoch_duration 3min27s next_finish 14:33:39
20240907-14:30:12 wrote state.pth
20240907-14:30:12 --- epoch 87 ----------------------------------------
20240907-14:30:12 current_test_accuracies 0.4463 0.4611 0.4627 0.4486 0.4471 0.4730 0.4650 0.4207 0.4816 0.4286
20240907-14:30:12 time_train=17800 time_c_quizzes=0
20240907-14:30:12 no_c_quiz
20240907-14:30:12 training model 7 (accuracy 0.4207161068916321)
20240907-14:30:12 training model 9 (accuracy 0.4285714328289032)
20240907-14:32:17 train_loss 87 model 9 0.0236295811496675
20240907-14:32:17 train_loss 87 model 7 0.025501238832483068
20240907-14:32:18 test_loss 87 model 9 0.017734296433627606
20240907-14:32:18 test_loss 87 model 7 0.02056693893391639
20240907-14:33:30 test_accuracy 87 model 9 nb_correct 369 / 822 (44.89%)
20240907-14:33:34 test_accuracy 87 model 7 nb_correct 355 / 809 (43.88%)
20240907-14:33:34 wrote ae_000.pth
20240907-14:33:35 wrote ae_001.pth
20240907-14:33:36 wrote ae_002.pth
20240907-14:33:36 wrote ae_003.pth
20240907-14:33:37 wrote ae_004.pth
20240907-14:33:38 wrote ae_005.pth
20240907-14:33:38 wrote ae_006.pth
20240907-14:33:39 wrote ae_007.pth
20240907-14:33:40 wrote ae_008.pth
20240907-14:33:40 wrote ae_009.pth
20240907-14:33:40 epoch_duration 3min28s next_finish 14:37:09
20240907-14:33:40 wrote state.pth
20240907-14:33:40 --- epoch 88 ----------------------------------------
20240907-14:33:40 current_test_accuracies 0.4463 0.4611 0.4627 0.4486 0.4471 0.4730 0.4650 0.4388 0.4816 0.4489
20240907-14:33:40 time_train=18001 time_c_quizzes=0
20240907-14:33:40 no_c_quiz
20240907-14:33:40 training model 7 (accuracy 0.43881335854530334)
20240907-14:33:40 training model 0 (accuracy 0.44627055525779724)
20240907-14:35:45 train_loss 88 model 7 0.024779815598623828
20240907-14:35:45 train_loss 88 model 0 0.02431434735574294
20240907-14:35:47 test_loss 88 model 7 0.018226566386874764
20240907-14:35:47 test_loss 88 model 0 0.01863699277746491
20240907-14:36:59 test_accuracy 88 model 7 nb_correct 401 / 820 (48.90%)
20240907-14:37:03 test_accuracy 88 model 0 nb_correct 355 / 807 (43.99%)
20240907-14:37:04 wrote ae_000.pth
20240907-14:37:05 wrote ae_001.pth
20240907-14:37:05 wrote ae_002.pth
20240907-14:37:06 wrote ae_003.pth
20240907-14:37:07 wrote ae_004.pth
20240907-14:37:07 wrote ae_005.pth
20240907-14:37:08 wrote ae_006.pth
20240907-14:37:09 wrote ae_007.pth
20240907-14:37:09 wrote ae_008.pth
20240907-14:37:10 wrote ae_009.pth
20240907-14:37:10 epoch_duration 3min29s next_finish 14:40:40
20240907-14:37:10 wrote state.pth
20240907-14:37:10 --- epoch 89 ----------------------------------------
20240907-14:37:10 current_test_accuracies 0.4399 0.4611 0.4627 0.4486 0.4471 0.4730 0.4650 0.4890 0.4816 0.4489
20240907-14:37:10 time_train=18204 time_c_quizzes=0
20240907-14:37:10 no_c_quiz
20240907-14:37:10 training model 0 (accuracy 0.43990087509155273)
20240907-14:37:10 training model 4 (accuracy 0.44710326194763184)
20240907-14:39:15 train_loss 89 model 4 0.027099174318369477
20240907-14:39:15 train_loss 89 model 0 0.025060242540203035
20240907-14:39:16 test_loss 89 model 4 0.014269614341901615
20240907-14:39:16 test_loss 89 model 0 0.017200906050857157
20240907-14:40:31 test_accuracy 89 model 4 nb_correct 328 / 801 (40.95%)
20240907-14:40:32 test_accuracy 89 model 0 nb_correct 336 / 783 (42.91%)
20240907-14:40:33 wrote ae_000.pth
20240907-14:40:33 wrote ae_001.pth
20240907-14:40:34 wrote ae_002.pth
20240907-14:40:35 wrote ae_003.pth
20240907-14:40:35 wrote ae_004.pth
20240907-14:40:36 wrote ae_005.pth
20240907-14:40:37 wrote ae_006.pth
20240907-14:40:37 wrote ae_007.pth
20240907-14:40:38 wrote ae_008.pth
20240907-14:40:39 wrote ae_009.pth
20240907-14:40:39 epoch_duration 3min28s next_finish 14:44:08
20240907-14:40:39 wrote state.pth
20240907-14:40:39 --- epoch 90 ----------------------------------------
20240907-14:40:39 current_test_accuracies 0.4291 0.4611 0.4627 0.4486 0.4095 0.4730 0.4650 0.4890 0.4816 0.4489
20240907-14:40:39 time_train=18405 time_c_quizzes=0
20240907-14:40:39 no_c_quiz
20240907-14:40:39 training model 4 (accuracy 0.40948814153671265)
20240907-14:40:39 training model 0 (accuracy 0.4291187822818756)
20240907-14:42:44 train_loss 90 model 0 0.0231771623599343
20240907-14:42:44 train_loss 90 model 4 0.026812438389984893
20240907-14:42:45 test_loss 90 model 0 0.019292107288492844
20240907-14:42:45 test_loss 90 model 4 0.018310330199892633
20240907-14:43:58 test_accuracy 90 model 0 nb_correct 383 / 773 (49.55%)
20240907-14:43:59 test_accuracy 90 model 4 nb_correct 322 / 812 (39.66%)
20240907-14:44:00 wrote ae_000.pth
20240907-14:44:01 wrote ae_001.pth
20240907-14:44:01 wrote ae_002.pth
20240907-14:44:02 wrote ae_003.pth
20240907-14:44:03 wrote ae_004.pth
20240907-14:44:03 wrote ae_005.pth
20240907-14:44:04 wrote ae_006.pth
20240907-14:44:05 wrote ae_007.pth
20240907-14:44:05 wrote ae_008.pth
20240907-14:44:06 wrote ae_009.pth
20240907-14:44:06 epoch_duration 3min27s next_finish 14:47:34
20240907-14:44:06 wrote state.pth
20240907-14:44:06 --- epoch 91 ----------------------------------------
20240907-14:44:06 current_test_accuracies 0.4955 0.4611 0.4627 0.4486 0.3966 0.4730 0.4650 0.4890 0.4816 0.4489
20240907-14:44:06 time_train=18605 time_c_quizzes=0
20240907-14:44:06 no_c_quiz
20240907-14:44:06 training model 4 (accuracy 0.3965517282485962)
20240907-14:44:06 training model 3 (accuracy 0.448621541261673)
20240907-14:46:11 train_loss 91 model 4 0.025526428860379383
20240907-14:46:11 train_loss 91 model 3 0.026459357575280593
20240907-14:46:13 test_loss 91 model 4 0.01830361385946162
20240907-14:46:13 test_loss 91 model 3 0.02514684644411318
20240907-14:47:27 test_accuracy 91 model 4 nb_correct 368 / 806 (45.66%)
20240907-14:47:28 test_accuracy 91 model 3 nb_correct 324 / 816 (39.71%)
20240907-14:47:29 wrote ae_000.pth
20240907-14:47:29 wrote ae_001.pth
20240907-14:47:30 wrote ae_002.pth
20240907-14:47:31 wrote ae_003.pth
20240907-14:47:31 wrote ae_004.pth
20240907-14:47:32 wrote ae_005.pth
20240907-14:47:33 wrote ae_006.pth
20240907-14:47:33 wrote ae_007.pth
20240907-14:47:34 wrote ae_008.pth
20240907-14:47:35 wrote ae_009.pth
20240907-14:47:35 epoch_duration 3min28s next_finish 14:51:03
20240907-14:47:35 wrote state.pth
20240907-14:47:35 --- epoch 92 ----------------------------------------
20240907-14:47:35 current_test_accuracies 0.4955 0.4611 0.4627 0.3971 0.4566 0.4730 0.4650 0.4890 0.4816 0.4489
20240907-14:47:35 time_train=18806 time_c_quizzes=0
20240907-14:47:35 no_c_quiz
20240907-14:47:35 training model 3 (accuracy 0.3970588147640228)
20240907-14:47:35 training model 9 (accuracy 0.4489051103591919)
20240907-14:49:40 train_loss 92 model 9 0.02298430248745717
20240907-14:49:40 train_loss 92 model 3 0.025101456351578236
20240907-14:49:41 test_loss 92 model 9 0.017589046567445622
20240907-14:49:41 test_loss 92 model 3 0.017459123162552714
20240907-14:50:52 test_accuracy 92 model 9 nb_correct 387 / 794 (48.74%)
20240907-14:50:55 test_accuracy 92 model 3 nb_correct 359 / 810 (44.32%)
20240907-14:50:56 wrote ae_000.pth
20240907-14:50:56 wrote ae_001.pth
20240907-14:50:57 wrote ae_002.pth
20240907-14:50:58 wrote ae_003.pth
20240907-14:50:58 wrote ae_004.pth
20240907-14:50:59 wrote ae_005.pth
20240907-14:51:00 wrote ae_006.pth
20240907-14:51:00 wrote ae_007.pth
20240907-14:51:01 wrote ae_008.pth
20240907-14:51:02 wrote ae_009.pth
20240907-14:51:02 epoch_duration 3min26s next_finish 14:54:28
20240907-14:51:02 wrote state.pth
20240907-14:51:02 --- epoch 93 ----------------------------------------
20240907-14:51:02 current_test_accuracies 0.4955 0.4611 0.4627 0.4432 0.4566 0.4730 0.4650 0.4890 0.4816 0.4874
20240907-14:51:02 time_train=19006 time_c_quizzes=0
20240907-14:51:02 no_c_quiz
20240907-14:51:02 training model 3 (accuracy 0.4432098865509033)
20240907-14:51:02 training model 4 (accuracy 0.4565756916999817)
20240907-14:53:06 train_loss 93 model 3 0.025791238287696614
20240907-14:53:06 train_loss 93 model 4 0.02553734862804413
20240907-14:53:08 test_loss 93 model 3 0.018974780035205186
20240907-14:53:08 test_loss 93 model 4 0.016305054497206584
20240907-14:54:19 test_accuracy 93 model 4 nb_correct 357 / 796 (44.85%)
20240907-14:54:22 test_accuracy 93 model 3 nb_correct 331 / 807 (41.02%)
20240907-14:54:23 wrote ae_000.pth
20240907-14:54:24 wrote ae_001.pth
20240907-14:54:24 wrote ae_002.pth
20240907-14:54:25 wrote ae_003.pth
20240907-14:54:26 wrote ae_004.pth
20240907-14:54:26 wrote ae_005.pth
20240907-14:54:27 wrote ae_006.pth
20240907-14:54:28 wrote ae_007.pth
20240907-14:54:28 wrote ae_008.pth
20240907-14:54:29 wrote ae_009.pth
20240907-14:54:29 epoch_duration 3min27s next_finish 14:57:56
20240907-14:54:29 wrote state.pth
20240907-14:54:29 --- epoch 94 ----------------------------------------
20240907-14:54:29 current_test_accuracies 0.4955 0.4611 0.4627 0.4102 0.4485 0.4730 0.4650 0.4890 0.4816 0.4874
20240907-14:54:29 time_train=19206 time_c_quizzes=0
20240907-14:54:29 no_c_quiz
20240907-14:54:29 training model 3 (accuracy 0.4101610779762268)
20240907-14:54:29 training model 4 (accuracy 0.44849246740341187)
20240907-14:56:34 train_loss 94 model 3 0.02478692809212953
20240907-14:56:34 train_loss 94 model 4 0.023745299795642494
20240907-14:56:36 test_loss 94 model 3 0.017666205338900908
20240907-14:56:36 test_loss 94 model 4 0.016667394002433868
20240907-14:57:51 test_accuracy 94 model 3 nb_correct 376 / 784 (47.96%)
20240907-14:57:52 test_accuracy 94 model 4 nb_correct 398 / 795 (50.06%)
20240907-14:57:53 wrote ae_000.pth
20240907-14:57:54 wrote ae_001.pth
20240907-14:57:54 wrote ae_002.pth
20240907-14:57:55 wrote ae_003.pth
20240907-14:57:56 wrote ae_004.pth
20240907-14:57:56 wrote ae_005.pth
20240907-14:57:57 wrote ae_006.pth
20240907-14:57:58 wrote ae_007.pth
20240907-14:57:58 wrote ae_008.pth
20240907-14:57:59 wrote ae_009.pth
20240907-14:57:59 epoch_duration 3min29s next_finish 15:01:29
20240907-14:57:59 wrote state.pth
20240907-14:57:59 --- epoch 95 ----------------------------------------
20240907-14:57:59 current_test_accuracies 0.4955 0.4611 0.4627 0.4796 0.5006 0.4730 0.4650 0.4890 0.4816 0.4874
20240907-14:57:59 time_train=19408 time_c_quizzes=0
20240907-14:57:59 no_c_quiz
20240907-14:57:59 training model 1 (accuracy 0.461063027381897)
20240907-14:57:59 training model 2 (accuracy 0.4626682996749878)
20240907-15:00:04 train_loss 95 model 1 0.026095568791031837
20240907-15:00:04 train_loss 95 model 2 0.026615968254161997
20240907-15:00:05 test_loss 95 model 1 0.014238801744068042
20240907-15:00:06 test_loss 95 model 2 0.017274871928384526
20240907-15:01:15 test_accuracy 95 model 1 nb_correct 348 / 803 (43.34%)
20240907-15:01:18 test_accuracy 95 model 2 nb_correct 373 / 815 (45.77%)
20240907-15:01:19 wrote ae_000.pth
20240907-15:01:20 wrote ae_001.pth
20240907-15:01:20 wrote ae_002.pth
20240907-15:01:21 wrote ae_003.pth
20240907-15:01:22 wrote ae_004.pth
20240907-15:01:22 wrote ae_005.pth
20240907-15:01:23 wrote ae_006.pth
20240907-15:01:24 wrote ae_007.pth
20240907-15:01:24 wrote ae_008.pth
20240907-15:01:25 wrote ae_009.pth
20240907-15:01:25 epoch_duration 3min25s next_finish 15:04:51
20240907-15:01:25 wrote state.pth
20240907-15:01:25 --- epoch 96 ----------------------------------------
20240907-15:01:25 current_test_accuracies 0.4955 0.4334 0.4577 0.4796 0.5006 0.4730 0.4650 0.4890 0.4816 0.4874
20240907-15:01:25 time_train=19607 time_c_quizzes=0
20240907-15:01:25 no_c_quiz
20240907-15:01:25 training model 1 (accuracy 0.4333748519420624)
20240907-15:01:25 training model 2 (accuracy 0.4576687216758728)
20240907-15:03:30 train_loss 96 model 1 0.02399127204483375
20240907-15:03:30 train_loss 96 model 2 0.024371085213962942
20240907-15:03:31 test_loss 96 model 1 0.016366513213142753
20240907-15:03:31 test_loss 96 model 2 0.02015941360150464
20240907-15:04:42 test_accuracy 96 model 2 nb_correct 400 / 825 (48.48%)
20240907-15:04:46 test_accuracy 96 model 1 nb_correct 342 / 808 (42.33%)
20240907-15:04:47 wrote ae_000.pth
20240907-15:04:48 wrote ae_001.pth
20240907-15:04:48 wrote ae_002.pth
20240907-15:04:49 wrote ae_003.pth
20240907-15:04:50 wrote ae_004.pth
20240907-15:04:51 wrote ae_005.pth
20240907-15:04:51 wrote ae_006.pth
20240907-15:04:52 wrote ae_007.pth
20240907-15:04:53 wrote ae_008.pth
20240907-15:04:53 wrote ae_009.pth
20240907-15:04:53 epoch_duration 3min28s next_finish 15:08:21
20240907-15:04:53 wrote state.pth
20240907-15:04:53 --- epoch 97 ----------------------------------------
20240907-15:04:53 current_test_accuracies 0.4955 0.4233 0.4848 0.4796 0.5006 0.4730 0.4650 0.4890 0.4816 0.4874
20240907-15:04:53 time_train=19808 time_c_quizzes=0
20240907-15:04:53 no_c_quiz
20240907-15:04:53 training model 1 (accuracy 0.42326733469963074)
20240907-15:04:53 training model 6 (accuracy 0.4650000035762787)
20240907-15:06:58 train_loss 97 model 1 0.023839382509933785
20240907-15:06:58 train_loss 97 model 6 0.02410615105018951
20240907-15:06:59 test_loss 97 model 1 0.016644819703651594
20240907-15:07:00 test_loss 97 model 6 0.026653128385078162
20240907-15:08:11 test_accuracy 97 model 1 nb_correct 410 / 811 (50.55%)
20240907-15:08:15 test_accuracy 97 model 6 nb_correct 289 / 802 (36.03%)
20240907-15:08:16 wrote ae_000.pth
20240907-15:08:16 wrote ae_001.pth
20240907-15:08:17 wrote ae_002.pth
20240907-15:08:18 wrote ae_003.pth
20240907-15:08:19 wrote ae_004.pth
20240907-15:08:19 wrote ae_005.pth
20240907-15:08:20 wrote ae_006.pth
20240907-15:08:21 wrote ae_007.pth
20240907-15:08:21 wrote ae_008.pth
20240907-15:08:22 wrote ae_009.pth
20240907-15:08:22 epoch_duration 3min28s next_finish 15:11:51
20240907-15:08:22 wrote state.pth
20240907-15:08:22 --- epoch 98 ----------------------------------------
20240907-15:08:22 current_test_accuracies 0.4955 0.5055 0.4848 0.4796 0.5006 0.4730 0.3603 0.4890 0.4816 0.4874
20240907-15:08:22 time_train=20009 time_c_quizzes=0
20240907-15:08:22 no_c_quiz
20240907-15:08:22 training model 6 (accuracy 0.3603491187095642)
20240907-15:08:22 training model 5 (accuracy 0.47295597195625305)
20240907-15:10:27 train_loss 98 model 5 0.024861502604326232
20240907-15:10:27 train_loss 98 model 6 0.022422288953326642
20240907-15:10:28 test_loss 98 model 5 0.02120587143290322
20240907-15:10:28 test_loss 98 model 6 0.019020595477195458
20240907-15:11:37 test_accuracy 98 model 6 nb_correct 411 / 790 (52.03%)
20240907-15:11:43 test_accuracy 98 model 5 nb_correct 374 / 813 (46.00%)
20240907-15:11:43 wrote ae_000.pth
20240907-15:11:44 wrote ae_001.pth
20240907-15:11:45 wrote ae_002.pth
20240907-15:11:45 wrote ae_003.pth
20240907-15:11:46 wrote ae_004.pth
20240907-15:11:47 wrote ae_005.pth
20240907-15:11:47 wrote ae_006.pth
20240907-15:11:48 wrote ae_007.pth
20240907-15:11:49 wrote ae_008.pth
20240907-15:11:49 wrote ae_009.pth
20240907-15:11:49 epoch_duration 3min27s next_finish 15:15:17
20240907-15:11:49 wrote state.pth
20240907-15:11:49 --- epoch 99 ----------------------------------------
20240907-15:11:49 current_test_accuracies 0.4955 0.5055 0.4848 0.4796 0.5006 0.4600 0.5203 0.4890 0.4816 0.4874
20240907-15:11:49 time_train=20209 time_c_quizzes=0
20240907-15:11:49 no_c_quiz
20240907-15:11:49 training model 5 (accuracy 0.4600245952606201)
20240907-15:11:49 training model 3 (accuracy 0.47959184646606445)
20240907-15:13:54 train_loss 99 model 3 0.023542920300504193
20240907-15:13:54 train_loss 99 model 5 0.025236328550148755
20240907-15:13:56 test_loss 99 model 3 0.016881042922614144
20240907-15:13:56 test_loss 99 model 5 0.018401499174069615
20240907-15:15:06 test_accuracy 99 model 3 nb_correct 375 / 792 (47.35%)
20240907-15:15:09 test_accuracy 99 model 5 nb_correct 400 / 791 (50.57%)
20240907-15:15:10 wrote ae_000.pth
20240907-15:15:10 wrote ae_001.pth
20240907-15:15:11 wrote ae_002.pth
20240907-15:15:12 wrote ae_003.pth
20240907-15:15:12 wrote ae_004.pth
20240907-15:15:13 wrote ae_005.pth
20240907-15:15:14 wrote ae_006.pth
20240907-15:15:15 wrote ae_007.pth
20240907-15:15:15 wrote ae_008.pth
20240907-15:15:16 wrote ae_009.pth
20240907-15:15:16 epoch_duration 3min26s next_finish 15:18:42
20240907-15:15:16 wrote state.pth
20240907-15:15:16 --- epoch 100 ----------------------------------------
20240907-15:15:16 current_test_accuracies 0.4955 0.5055 0.4848 0.4735 0.5006 0.5057 0.5203 0.4890 0.4816 0.4874
20240907-15:15:16 time_train=20408 time_c_quizzes=0
20240907-15:15:16 no_c_quiz
20240907-15:15:16 training model 3 (accuracy 0.4734848439693451)
20240907-15:15:16 training model 8 (accuracy 0.481575608253479)
20240907-15:17:21 train_loss 100 model 8 0.025327401190530507
20240907-15:17:21 train_loss 100 model 3 0.02316634869761765
20240907-15:17:22 test_loss 100 model 8 0.019556887724320404
20240907-15:17:22 test_loss 100 model 3 0.01810894258087501
20240907-15:18:35 test_accuracy 100 model 8 nb_correct 378 / 804 (47.01%)
20240907-15:18:38 test_accuracy 100 model 3 nb_correct 395 / 802 (49.25%)
20240907-15:18:39 wrote ae_000.pth
20240907-15:18:40 wrote ae_001.pth
20240907-15:18:40 wrote ae_002.pth
20240907-15:18:41 wrote ae_003.pth
20240907-15:18:42 wrote ae_004.pth
20240907-15:18:42 wrote ae_005.pth
20240907-15:18:43 wrote ae_006.pth
20240907-15:18:44 wrote ae_007.pth
20240907-15:18:44 wrote ae_008.pth
20240907-15:18:45 wrote ae_009.pth
20240907-15:18:45 epoch_duration 3min29s next_finish 15:22:14
20240907-15:18:45 wrote state.pth
20240907-15:18:45 --- epoch 101 ----------------------------------------
20240907-15:18:45 current_test_accuracies 0.4955 0.5055 0.4848 0.4925 0.5006 0.5057 0.5203 0.4890 0.4701 0.4874
20240907-15:18:45 time_train=20610 time_c_quizzes=0
20240907-15:18:45 no_c_quiz
20240907-15:18:45 training model 8 (accuracy 0.4701492488384247)
20240907-15:18:45 training model 2 (accuracy 0.4848484992980957)
20240907-15:20:50 train_loss 101 model 2 0.024734966585878284
20240907-15:20:50 train_loss 101 model 8 0.023902114985277875
20240907-15:20:52 test_loss 101 model 2 0.019246872948133386
20240907-15:20:52 test_loss 101 model 8 0.015754165354883297
20240907-15:22:06 test_accuracy 101 model 8 nb_correct 399 / 815 (48.96%)
20240907-15:22:08 test_accuracy 101 model 2 nb_correct 385 / 813 (47.36%)
20240907-15:22:09 wrote ae_000.pth
20240907-15:22:09 wrote ae_001.pth
20240907-15:22:10 wrote ae_002.pth
20240907-15:22:11 wrote ae_003.pth
20240907-15:22:11 wrote ae_004.pth
20240907-15:22:12 wrote ae_005.pth
20240907-15:22:13 wrote ae_006.pth
20240907-15:22:13 wrote ae_007.pth
20240907-15:22:14 wrote ae_008.pth
20240907-15:22:15 wrote ae_009.pth
20240907-15:22:15 epoch_duration 3min29s next_finish 15:25:44
20240907-15:22:15 wrote state.pth
20240907-15:22:15 --- epoch 102 ----------------------------------------
20240907-15:22:15 current_test_accuracies 0.4955 0.5055 0.4736 0.4925 0.5006 0.5057 0.5203 0.4890 0.4896 0.4874
20240907-15:22:15 time_train=20812 time_c_quizzes=0
20240907-15:22:15 no_c_quiz
20240907-15:22:15 training model 2 (accuracy 0.47355473041534424)
20240907-15:22:15 training model 9 (accuracy 0.48740553855895996)
20240907-15:24:20 train_loss 102 model 2 0.022706509834271856
20240907-15:24:20 train_loss 102 model 9 0.02308044222998433
20240907-15:24:22 test_loss 102 model 2 0.01971744780894369
20240907-15:24:22 test_loss 102 model 9 0.018248124784440732
20240907-15:25:36 test_accuracy 102 model 2 nb_correct 411 / 796 (51.63%)
20240907-15:25:36 test_accuracy 102 model 9 nb_correct 419 / 811 (51.66%)
20240907-15:25:37 wrote ae_000.pth
20240907-15:25:37 wrote ae_001.pth
20240907-15:25:38 wrote ae_002.pth
20240907-15:25:39 wrote ae_003.pth
20240907-15:25:39 wrote ae_004.pth
20240907-15:25:40 wrote ae_005.pth
20240907-15:25:41 wrote ae_006.pth
20240907-15:25:41 wrote ae_007.pth
20240907-15:25:42 wrote ae_008.pth
20240907-15:25:43 wrote ae_009.pth
20240907-15:25:43 epoch_duration 3min28s next_finish 15:29:11
20240907-15:25:43 wrote state.pth
20240907-15:25:43 --- epoch 103 ----------------------------------------
20240907-15:25:43 current_test_accuracies 0.4955 0.5055 0.5163 0.4925 0.5006 0.5057 0.5203 0.4890 0.4896 0.5166
20240907-15:25:43 time_train=21013 time_c_quizzes=0
20240907-15:25:43 no_c_quiz
20240907-15:25:43 training model 7 (accuracy 0.48902440071105957)
20240907-15:25:43 training model 8 (accuracy 0.4895705580711365)
20240907-15:27:48 train_loss 103 model 7 0.024975727047072724
20240907-15:27:48 train_loss 103 model 8 0.022722366507863627
20240907-15:27:50 test_loss 103 model 7 0.016762304931762628
20240907-15:27:50 test_loss 103 model 8 0.01175462662940845
20240907-15:28:57 test_accuracy 103 model 7 nb_correct 405 / 809 (50.06%)
20240907-15:28:58 test_accuracy 103 model 8 nb_correct 410 / 803 (51.06%)
20240907-15:28:59 wrote ae_000.pth
20240907-15:29:00 wrote ae_001.pth
20240907-15:29:00 wrote ae_002.pth
20240907-15:29:01 wrote ae_003.pth
20240907-15:29:02 wrote ae_004.pth
20240907-15:29:02 wrote ae_005.pth
20240907-15:29:03 wrote ae_006.pth
20240907-15:29:04 wrote ae_007.pth
20240907-15:29:04 wrote ae_008.pth
20240907-15:29:05 wrote ae_009.pth
20240907-15:29:05 epoch_duration 3min22s next_finish 15:32:27
20240907-15:29:05 wrote state.pth
20240907-15:29:05 --- epoch 104 ----------------------------------------
20240907-15:29:05 current_test_accuracies 0.4955 0.5055 0.5163 0.4925 0.5006 0.5057 0.5203 0.5006 0.5106 0.5166
20240907-15:29:05 time_train=21208 time_c_quizzes=0
20240907-15:29:05 no_c_quiz
20240907-15:29:05 training model 3 (accuracy 0.49251869320869446)
20240907-15:29:05 training model 0 (accuracy 0.4954721927642822)
20240907-15:31:10 train_loss 104 model 3 0.022352287367219104
20240907-15:31:10 train_loss 104 model 0 0.022305427205050365
20240907-15:31:11 test_loss 104 model 3 0.019551374221919104
20240907-15:31:12 test_loss 104 model 0 0.016326960478909313
20240907-15:32:19 test_accuracy 104 model 0 nb_correct 406 / 815 (49.82%)
20240907-15:32:27 test_accuracy 104 model 3 nb_correct 366 / 811 (45.13%)
20240907-15:32:28 wrote ae_000.pth
20240907-15:32:29 wrote ae_001.pth
20240907-15:32:30 wrote ae_002.pth
20240907-15:32:30 wrote ae_003.pth
20240907-15:32:31 wrote ae_004.pth
20240907-15:32:32 wrote ae_005.pth
20240907-15:32:32 wrote ae_006.pth
20240907-15:32:33 wrote ae_007.pth
20240907-15:32:34 wrote ae_008.pth
20240907-15:32:34 wrote ae_009.pth
20240907-15:32:34 epoch_duration 3min29s next_finish 15:36:04
20240907-15:32:34 wrote state.pth
20240907-15:32:34 --- epoch 105 ----------------------------------------
20240907-15:32:34 current_test_accuracies 0.4982 0.5055 0.5163 0.4513 0.5006 0.5057 0.5203 0.5006 0.5106 0.5166
20240907-15:32:34 time_train=21410 time_c_quizzes=0
20240907-15:32:34 no_c_quiz
20240907-15:32:34 training model 3 (accuracy 0.4512946903705597)
20240907-15:32:34 training model 0 (accuracy 0.4981594979763031)
20240907-15:34:39 train_loss 105 model 0 0.021928284323541446
20240907-15:34:39 train_loss 105 model 3 0.021689495174214243
20240907-15:34:41 test_loss 105 model 0 0.017174611664086115
20240907-15:34:41 test_loss 105 model 3 0.013364326214650646
20240907-15:35:51 test_accuracy 105 model 3 nb_correct 453 / 806 (56.20%)
20240907-15:35:54 test_accuracy 105 model 0 nb_correct 433 / 798 (54.26%)
20240907-15:35:54 wrote ae_000.pth
20240907-15:35:55 wrote ae_001.pth
20240907-15:35:56 wrote ae_002.pth
20240907-15:35:56 wrote ae_003.pth
20240907-15:35:57 wrote ae_004.pth
20240907-15:35:58 wrote ae_005.pth
20240907-15:35:59 wrote ae_006.pth
20240907-15:35:59 wrote ae_007.pth
20240907-15:36:00 wrote ae_008.pth
20240907-15:36:01 wrote ae_009.pth
20240907-15:36:01 epoch_duration 3min26s next_finish 15:39:27
20240907-15:36:01 wrote state.pth
20240907-15:36:01 --- epoch 106 ----------------------------------------
20240907-15:36:01 current_test_accuracies 0.5426 0.5055 0.5163 0.5620 0.5006 0.5057 0.5203 0.5006 0.5106 0.5166
20240907-15:36:01 time_train=21609 time_c_quizzes=0
20240907-15:36:01 no_c_quiz
20240907-15:36:01 training model 7 (accuracy 0.500618040561676)
20240907-15:36:01 training model 4 (accuracy 0.5006289482116699)
20240907-15:38:06 train_loss 106 model 7 0.023970203378004953
20240907-15:38:06 train_loss 106 model 4 0.024504707608837634
20240907-15:38:07 test_loss 106 model 7 0.018646586046088487
20240907-15:38:07 test_loss 106 model 4 0.01812521122628823
20240907-15:39:20 test_accuracy 106 model 4 nb_correct 363 / 799 (45.43%)
20240907-15:39:21 test_accuracy 106 model 7 nb_correct 362 / 791 (45.76%)
20240907-15:39:22 wrote ae_000.pth
20240907-15:39:22 wrote ae_001.pth
20240907-15:39:23 wrote ae_002.pth
20240907-15:39:24 wrote ae_003.pth
20240907-15:39:24 wrote ae_004.pth
20240907-15:39:25 wrote ae_005.pth
20240907-15:39:26 wrote ae_006.pth
20240907-15:39:26 wrote ae_007.pth
20240907-15:39:27 wrote ae_008.pth
20240907-15:39:28 wrote ae_009.pth
20240907-15:39:28 epoch_duration 3min27s next_finish 15:42:55
20240907-15:39:28 wrote state.pth
20240907-15:39:28 --- epoch 107 ----------------------------------------
20240907-15:39:28 current_test_accuracies 0.5426 0.5055 0.5163 0.5620 0.4543 0.5057 0.5203 0.4576 0.5106 0.5166
20240907-15:39:28 time_train=21809 time_c_quizzes=0
20240907-15:39:28 no_c_quiz
20240907-15:39:28 training model 4 (accuracy 0.4543178975582123)
20240907-15:39:28 training model 7 (accuracy 0.45764854550361633)
20240907-15:41:33 train_loss 107 model 4 0.02297143684513867
20240907-15:41:33 train_loss 107 model 7 0.022784764148760586
20240907-15:41:34 test_loss 107 model 4 0.016818860414787196
20240907-15:41:35 test_loss 107 model 7 0.020886994927423075
20240907-15:42:46 test_accuracy 107 model 7 nb_correct 403 / 801 (50.31%)
20240907-15:42:49 test_accuracy 107 model 4 nb_correct 386 / 801 (48.19%)
20240907-15:42:50 wrote ae_000.pth
20240907-15:42:50 wrote ae_001.pth
20240907-15:42:51 wrote ae_002.pth
20240907-15:42:52 wrote ae_003.pth
20240907-15:42:52 wrote ae_004.pth
20240907-15:42:53 wrote ae_005.pth
20240907-15:42:54 wrote ae_006.pth
20240907-15:42:54 wrote ae_007.pth
20240907-15:42:55 wrote ae_008.pth
20240907-15:42:56 wrote ae_009.pth
20240907-15:42:56 epoch_duration 3min28s next_finish 15:46:24
20240907-15:42:56 wrote state.pth
20240907-15:42:56 --- epoch 108 ----------------------------------------
20240907-15:42:56 current_test_accuracies 0.5426 0.5055 0.5163 0.5620 0.4819 0.5057 0.5203 0.5031 0.5106 0.5166
20240907-15:42:56 time_train=22010 time_c_quizzes=0
20240907-15:42:56 no_c_quiz
20240907-15:42:56 training model 4 (accuracy 0.48189762234687805)
20240907-15:42:56 training model 7 (accuracy 0.5031210780143738)
20240907-15:45:01 train_loss 108 model 4 0.022793546656612308
20240907-15:45:01 train_loss 108 model 7 0.02309543136623688
20240907-15:45:02 test_loss 108 model 4 0.012673200960853137
20240907-15:45:02 test_loss 108 model 7 0.016043478707433678
20240907-15:46:11 test_accuracy 108 model 7 nb_correct 409 / 796 (51.38%)
20240907-15:46:13 test_accuracy 108 model 4 nb_correct 462 / 788 (58.63%)
20240907-15:46:14 wrote ae_000.pth
20240907-15:46:14 wrote ae_001.pth
20240907-15:46:15 wrote ae_002.pth
20240907-15:46:16 wrote ae_003.pth
20240907-15:46:17 wrote ae_004.pth
20240907-15:46:17 wrote ae_005.pth
20240907-15:46:18 wrote ae_006.pth
20240907-15:46:19 wrote ae_007.pth
20240907-15:46:19 wrote ae_008.pth
20240907-15:46:20 wrote ae_009.pth
20240907-15:46:20 epoch_duration 3min24s next_finish 15:49:44
20240907-15:46:20 wrote state.pth
20240907-15:46:20 --- epoch 109 ----------------------------------------
20240907-15:46:20 current_test_accuracies 0.5426 0.5055 0.5163 0.5620 0.5863 0.5057 0.5203 0.5138 0.5106 0.5166
20240907-15:46:20 time_train=22207 time_c_quizzes=0
20240907-15:46:20 no_c_quiz
20240907-15:46:20 training model 1 (accuracy 0.5055487155914307)
20240907-15:46:20 training model 5 (accuracy 0.5056890249252319)
20240907-15:48:25 train_loss 109 model 1 0.02312528759567067
20240907-15:48:25 train_loss 109 model 5 0.023351332396734505
20240907-15:48:26 test_loss 109 model 1 0.01624941805494018
20240907-15:48:26 test_loss 109 model 5 0.018969638727139682
20240907-15:49:40 test_accuracy 109 model 1 nb_correct 367 / 783 (46.87%)
20240907-15:49:42 test_accuracy 109 model 5 nb_correct 408 / 807 (50.56%)
20240907-15:49:43 wrote ae_000.pth
20240907-15:49:44 wrote ae_001.pth
20240907-15:49:44 wrote ae_002.pth
20240907-15:49:45 wrote ae_003.pth
20240907-15:49:46 wrote ae_004.pth
20240907-15:49:46 wrote ae_005.pth
20240907-15:49:47 wrote ae_006.pth
20240907-15:49:48 wrote ae_007.pth
20240907-15:49:49 wrote ae_008.pth
20240907-15:49:49 wrote ae_009.pth
20240907-15:49:49 epoch_duration 3min29s next_finish 15:53:18
20240907-15:49:49 wrote state.pth
20240907-15:49:49 --- epoch 110 ----------------------------------------
20240907-15:49:49 current_test_accuracies 0.5426 0.4687 0.5163 0.5620 0.5863 0.5056 0.5203 0.5138 0.5106 0.5166
20240907-15:49:49 time_train=22409 time_c_quizzes=0
20240907-15:49:49 no_c_quiz
20240907-15:49:49 training model 1 (accuracy 0.4687100946903229)
20240907-15:49:49 training model 5 (accuracy 0.5055761933326721)
20240907-15:51:54 train_loss 110 model 5 0.023141745867673306
20240907-15:51:54 train_loss 110 model 1 0.022666066287085413
20240907-15:51:56 test_loss 110 model 5 0.012920059110911097
20240907-15:51:56 test_loss 110 model 1 0.016099489273619837
20240907-15:53:04 test_accuracy 110 model 1 nb_correct 436 / 790 (55.19%)
20240907-15:53:09 test_accuracy 110 model 5 nb_correct 425 / 788 (53.93%)
20240907-15:53:10 wrote ae_000.pth
20240907-15:53:10 wrote ae_001.pth
20240907-15:53:11 wrote ae_002.pth
20240907-15:53:12 wrote ae_003.pth
20240907-15:53:12 wrote ae_004.pth
20240907-15:53:13 wrote ae_005.pth
20240907-15:53:14 wrote ae_006.pth
20240907-15:53:14 wrote ae_007.pth
20240907-15:53:15 wrote ae_008.pth
20240907-15:53:16 wrote ae_009.pth
20240907-15:53:16 epoch_duration 3min26s next_finish 15:56:42
20240907-15:53:16 wrote state.pth
20240907-15:53:16 --- epoch 111 ----------------------------------------
20240907-15:53:16 current_test_accuracies 0.5426 0.5519 0.5163 0.5620 0.5863 0.5393 0.5203 0.5138 0.5106 0.5166
20240907-15:53:16 time_train=22608 time_c_quizzes=0
20240907-15:53:16 no_c_quiz
20240907-15:53:16 training model 8 (accuracy 0.5105853080749512)
20240907-15:53:16 training model 7 (accuracy 0.5138190984725952)
20240907-15:55:21 train_loss 111 model 7 0.022870413279742933
20240907-15:55:21 train_loss 111 model 8 0.023744018969591708
20240907-15:55:22 test_loss 111 model 7 0.01397054314147681
20240907-15:55:22 test_loss 111 model 8 0.02201877344632521
20240907-15:56:27 test_accuracy 111 model 7 nb_correct 430 / 784 (54.85%)
20240907-15:56:32 test_accuracy 111 model 8 nb_correct 374 / 796 (46.98%)
20240907-15:56:32 wrote ae_000.pth
20240907-15:56:33 wrote ae_001.pth
20240907-15:56:34 wrote ae_002.pth
20240907-15:56:34 wrote ae_003.pth
20240907-15:56:35 wrote ae_004.pth
20240907-15:56:36 wrote ae_005.pth
20240907-15:56:36 wrote ae_006.pth
20240907-15:56:37 wrote ae_007.pth
20240907-15:56:38 wrote ae_008.pth
20240907-15:56:38 wrote ae_009.pth
20240907-15:56:38 epoch_duration 3min22s next_finish 16:00:01
20240907-15:56:38 wrote state.pth
20240907-15:56:38 --- epoch 112 ----------------------------------------
20240907-15:56:38 current_test_accuracies 0.5426 0.5519 0.5163 0.5620 0.5863 0.5393 0.5203 0.5485 0.4698 0.5166
20240907-15:56:38 time_train=22803 time_c_quizzes=0
20240907-15:56:38 no_c_quiz
20240907-15:56:38 training model 8 (accuracy 0.46984925866127014)
20240907-15:56:38 training model 2 (accuracy 0.516331672668457)
20240907-15:58:43 train_loss 112 model 8 0.02387023831519764
20240907-15:58:43 train_loss 112 model 2 0.022999618127010762
20240907-15:58:45 test_loss 112 model 8 0.016008100128965454
20240907-15:58:45 test_loss 112 model 2 0.014669504335324745
20240907-15:59:58 test_accuracy 112 model 8 nb_correct 381 / 808 (47.15%)
20240907-16:00:01 test_accuracy 112 model 2 nb_correct 406 / 798 (50.88%)
20240907-16:00:01 wrote ae_000.pth
20240907-16:00:02 wrote ae_001.pth
20240907-16:00:03 wrote ae_002.pth
20240907-16:00:03 wrote ae_003.pth
20240907-16:00:04 wrote ae_004.pth
20240907-16:00:05 wrote ae_005.pth
20240907-16:00:05 wrote ae_006.pth
20240907-16:00:06 wrote ae_007.pth
20240907-16:00:07 wrote ae_008.pth
20240907-16:00:07 wrote ae_009.pth
20240907-16:00:07 epoch_duration 3min29s next_finish 16:03:36
20240907-16:00:07 wrote state.pth
20240907-16:00:07 --- epoch 113 ----------------------------------------
20240907-16:00:07 current_test_accuracies 0.5426 0.5519 0.5088 0.5620 0.5863 0.5393 0.5203 0.5485 0.4715 0.5166
20240907-16:00:07 time_train=23005 time_c_quizzes=0
20240907-16:00:07 no_c_quiz
20240907-16:00:07 training model 8 (accuracy 0.4715346395969391)
20240907-16:00:07 training model 2 (accuracy 0.5087719559669495)
20240907-16:02:12 train_loss 113 model 8 0.022127980404766278
20240907-16:02:12 train_loss 113 model 2 0.021940338874119333
20240907-16:02:14 test_loss 113 model 8 0.013181198565871455
20240907-16:02:14 test_loss 113 model 2 0.013924712152220308
20240907-16:03:19 test_accuracy 113 model 2 nb_correct 438 / 821 (53.35%)
20240907-16:03:21 test_accuracy 113 model 8 nb_correct 443 / 782 (56.65%)
20240907-16:03:22 wrote ae_000.pth
20240907-16:03:22 wrote ae_001.pth
20240907-16:03:23 wrote ae_002.pth
20240907-16:03:24 wrote ae_003.pth
20240907-16:03:24 wrote ae_004.pth
20240907-16:03:25 wrote ae_005.pth
20240907-16:03:26 wrote ae_006.pth
20240907-16:03:26 wrote ae_007.pth
20240907-16:03:27 wrote ae_008.pth
20240907-16:03:28 wrote ae_009.pth
20240907-16:03:28 epoch_duration 3min20s next_finish 16:06:48
20240907-16:03:28 wrote state.pth
20240907-16:03:28 --- epoch 114 ----------------------------------------
20240907-16:03:28 current_test_accuracies 0.5426 0.5519 0.5335 0.5620 0.5863 0.5393 0.5203 0.5485 0.5665 0.5166
20240907-16:03:28 time_train=23198 time_c_quizzes=0
20240907-16:03:28 no_c_quiz
20240907-16:03:28 training model 9 (accuracy 0.5166460871696472)
20240907-16:03:28 training model 6 (accuracy 0.5202531814575195)
20240907-16:05:32 train_loss 114 model 9 0.022215027930215
20240907-16:05:32 train_loss 114 model 6 0.023765103270998223
20240907-16:05:34 test_loss 114 model 9 0.01904466962441802
20240907-16:05:34 test_loss 114 model 6 0.02187355005298741
20240907-16:06:49 test_accuracy 114 model 9 nb_correct 426 / 802 (53.12%)
20240907-16:06:51 test_accuracy 114 model 6 nb_correct 288 / 785 (36.69%)
20240907-16:06:52 wrote ae_000.pth
20240907-16:06:53 wrote ae_001.pth
20240907-16:06:53 wrote ae_002.pth
20240907-16:06:54 wrote ae_003.pth
20240907-16:06:55 wrote ae_004.pth
20240907-16:06:55 wrote ae_005.pth
20240907-16:06:56 wrote ae_006.pth
20240907-16:06:57 wrote ae_007.pth
20240907-16:06:57 wrote ae_008.pth
20240907-16:06:58 wrote ae_009.pth
20240907-16:06:58 epoch_duration 3min30s next_finish 16:10:28
20240907-16:06:58 wrote state.pth
20240907-16:06:58 --- epoch 115 ----------------------------------------
20240907-16:06:58 current_test_accuracies 0.5426 0.5519 0.5335 0.5620 0.5863 0.5393 0.3669 0.5485 0.5665 0.5312
20240907-16:06:58 time_train=23401 time_c_quizzes=0
20240907-16:06:58 no_c_quiz
20240907-16:06:58 training model 6 (accuracy 0.3668789863586426)
20240907-16:06:58 training model 9 (accuracy 0.5311720967292786)
20240907-16:09:03 train_loss 115 model 9 0.02266544692288153
20240907-16:09:03 train_loss 115 model 6 0.021010180233977736
20240907-16:09:04 test_loss 115 model 9 0.012544710017391481
20240907-16:09:04 test_loss 115 model 6 0.015951344405766576
20240907-16:10:15 test_accuracy 115 model 9 nb_correct 442 / 820 (53.90%)
20240907-16:10:18 test_accuracy 115 model 6 nb_correct 419 / 789 (53.11%)
20240907-16:10:19 wrote ae_000.pth
20240907-16:10:19 wrote ae_001.pth
20240907-16:10:20 wrote ae_002.pth
20240907-16:10:21 wrote ae_003.pth
20240907-16:10:21 wrote ae_004.pth
20240907-16:10:22 wrote ae_005.pth
20240907-16:10:23 wrote ae_006.pth
20240907-16:10:23 wrote ae_007.pth
20240907-16:10:24 wrote ae_008.pth
20240907-16:10:25 wrote ae_009.pth
20240907-16:10:25 epoch_duration 3min26s next_finish 16:13:51
20240907-16:10:25 wrote state.pth
20240907-16:10:25 --- epoch 116 ----------------------------------------
20240907-16:10:25 current_test_accuracies 0.5426 0.5519 0.5335 0.5620 0.5863 0.5393 0.5311 0.5485 0.5665 0.5390
20240907-16:10:25 time_train=23601 time_c_quizzes=0
20240907-16:10:25 no_c_quiz
20240907-16:10:25 training model 6 (accuracy 0.5310519933700562)
20240907-16:10:25 training model 2 (accuracy 0.5334957242012024)
20240907-16:12:29 train_loss 116 model 6 0.022822749748826025
20240907-16:12:29 train_loss 116 model 2 0.02098059372440912
20240907-16:12:31 test_loss 116 model 6 0.017483401467325167
20240907-16:12:31 test_loss 116 model 2 0.012140798270411323
20240907-16:13:33 test_accuracy 116 model 6 nb_correct 458 / 809 (56.61%)
20240907-16:13:40 test_accuracy 116 model 2 nb_correct 453 / 788 (57.49%)
20240907-16:13:40 wrote ae_000.pth
20240907-16:13:41 wrote ae_001.pth
20240907-16:13:42 wrote ae_002.pth
20240907-16:13:42 wrote ae_003.pth
20240907-16:13:43 wrote ae_004.pth
20240907-16:13:44 wrote ae_005.pth
20240907-16:13:44 wrote ae_006.pth
20240907-16:13:45 wrote ae_007.pth
20240907-16:13:46 wrote ae_008.pth
20240907-16:13:46 wrote ae_009.pth
20240907-16:13:46 epoch_duration 3min21s next_finish 16:17:08
20240907-16:13:46 wrote state.pth
20240907-16:13:46 --- epoch 117 ----------------------------------------
20240907-16:13:46 current_test_accuracies 0.5426 0.5519 0.5749 0.5620 0.5863 0.5393 0.5661 0.5485 0.5665 0.5390
20240907-16:13:46 time_train=23796 time_c_quizzes=0
20240907-16:13:46 no_c_quiz
20240907-16:13:46 training model 9 (accuracy 0.5390244126319885)
20240907-16:13:46 training model 5 (accuracy 0.539340078830719)
20240907-16:15:51 train_loss 117 model 5 0.023983932290691883
20240907-16:15:51 train_loss 117 model 9 0.0211646763329627
20240907-16:15:53 test_loss 117 model 5 0.013531494155176915
20240907-16:15:53 test_loss 117 model 9 0.016236374521395192
20240907-16:17:01 test_accuracy 117 model 9 nb_correct 439 / 801 (54.81%)
20240907-16:17:03 test_accuracy 117 model 5 nb_correct 444 / 782 (56.78%)
20240907-16:17:04 wrote ae_000.pth
20240907-16:17:04 wrote ae_001.pth
20240907-16:17:05 wrote ae_002.pth
20240907-16:17:06 wrote ae_003.pth
20240907-16:17:06 wrote ae_004.pth
20240907-16:17:07 wrote ae_005.pth
20240907-16:17:08 wrote ae_006.pth
20240907-16:17:08 wrote ae_007.pth
20240907-16:17:09 wrote ae_008.pth
20240907-16:17:10 wrote ae_009.pth
20240907-16:17:10 epoch_duration 3min23s next_finish 16:20:33
20240907-16:17:10 wrote state.pth
20240907-16:17:10 --- epoch 118 ----------------------------------------
20240907-16:17:10 current_test_accuracies 0.5426 0.5519 0.5749 0.5620 0.5863 0.5678 0.5661 0.5485 0.5665 0.5481
20240907-16:17:10 time_train=23992 time_c_quizzes=0
20240907-16:17:10 no_c_quiz
20240907-16:17:10 training model 0 (accuracy 0.5426065325737)
20240907-16:17:10 training model 9 (accuracy 0.5480649471282959)
20240907-16:19:15 train_loss 118 model 9 0.021230892596184277
20240907-16:19:15 train_loss 118 model 0 0.022647405428928322
20240907-16:19:16 test_loss 118 model 9 0.013436797610484063
20240907-16:19:16 test_loss 118 model 0 0.015037558588664979
20240907-16:20:26 test_accuracy 118 model 0 nb_correct 449 / 785 (57.20%)
20240907-16:20:28 test_accuracy 118 model 9 nb_correct 447 / 798 (56.02%)
20240907-16:20:29 wrote ae_000.pth
20240907-16:20:29 wrote ae_001.pth
20240907-16:20:30 wrote ae_002.pth
20240907-16:20:31 wrote ae_003.pth
20240907-16:20:31 wrote ae_004.pth
20240907-16:20:32 wrote ae_005.pth
20240907-16:20:33 wrote ae_006.pth
20240907-16:20:33 wrote ae_007.pth
20240907-16:20:34 wrote ae_008.pth
20240907-16:20:35 wrote ae_009.pth
20240907-16:20:35 epoch_duration 3min25s next_finish 16:24:00
20240907-16:20:35 wrote state.pth
20240907-16:20:35 --- epoch 119 ----------------------------------------
20240907-16:20:35 current_test_accuracies 0.5720 0.5519 0.5749 0.5620 0.5863 0.5678 0.5661 0.5485 0.5665 0.5602
20240907-16:20:35 time_train=24190 time_c_quizzes=0
20240907-16:20:35 no_c_quiz
20240907-16:20:35 training model 7 (accuracy 0.5484693646430969)
20240907-16:20:35 training model 1 (accuracy 0.551898717880249)
20240907-16:22:40 train_loss 119 model 1 0.021857848979299887
20240907-16:22:40 train_loss 119 model 7 0.02133455377072096
20240907-16:22:42 test_loss 119 model 1 0.0161237229447579
20240907-16:22:42 test_loss 119 model 7 0.016941171168582514
20240907-16:23:47 test_accuracy 119 model 1 nb_correct 466 / 820 (56.83%)
20240907-16:23:51 test_accuracy 119 model 7 nb_correct 412 / 810 (50.86%)
20240907-16:23:51 wrote ae_000.pth
20240907-16:23:52 wrote ae_001.pth
20240907-16:23:53 wrote ae_002.pth
20240907-16:23:53 wrote ae_003.pth
20240907-16:23:54 wrote ae_004.pth
20240907-16:23:55 wrote ae_005.pth
20240907-16:23:55 wrote ae_006.pth
20240907-16:23:56 wrote ae_007.pth
20240907-16:23:57 wrote ae_008.pth
20240907-16:23:57 wrote ae_009.pth
20240907-16:23:57 epoch_duration 3min22s next_finish 16:27:20
20240907-16:23:57 wrote state.pth
20240907-16:23:57 --- epoch 120 ----------------------------------------
20240907-16:23:57 current_test_accuracies 0.5720 0.5683 0.5749 0.5620 0.5863 0.5678 0.5661 0.5086 0.5665 0.5602
20240907-16:23:57 time_train=24385 time_c_quizzes=0
20240907-16:23:57 no_c_quiz
20240907-16:23:57 training model 7 (accuracy 0.5086419582366943)
20240907-16:23:57 training model 9 (accuracy 0.5601503849029541)
20240907-16:26:02 train_loss 120 model 7 0.021764176320517435
20240907-16:26:02 train_loss 120 model 9 0.020598023901227863
20240907-16:26:04 test_loss 120 model 7 0.015831067590625025
20240907-16:26:04 test_loss 120 model 9 0.0157416310874396
20240907-16:27:12 test_accuracy 120 model 9 nb_correct 488 / 796 (61.31%)
20240907-16:27:14 test_accuracy 120 model 7 nb_correct 411 / 785 (52.36%)
20240907-16:27:15 wrote ae_000.pth
20240907-16:27:15 wrote ae_001.pth
20240907-16:27:16 wrote ae_002.pth
20240907-16:27:17 wrote ae_003.pth
20240907-16:27:17 wrote ae_004.pth
20240907-16:27:18 wrote ae_005.pth
20240907-16:27:19 wrote ae_006.pth
20240907-16:27:19 wrote ae_007.pth
20240907-16:27:20 wrote ae_008.pth
20240907-16:27:21 wrote ae_009.pth
20240907-16:27:21 epoch_duration 3min23s next_finish 16:30:44
20240907-16:27:21 wrote state.pth
20240907-16:27:21 --- epoch 121 ----------------------------------------
20240907-16:27:21 current_test_accuracies 0.5720 0.5683 0.5749 0.5620 0.5863 0.5678 0.5661 0.5236 0.5665 0.6131
20240907-16:27:21 time_train=24581 time_c_quizzes=0
20240907-16:27:21 no_c_quiz
20240907-16:27:21 training model 7 (accuracy 0.5235669016838074)
20240907-16:27:21 training model 3 (accuracy 0.5620347261428833)
20240907-16:29:26 train_loss 121 model 7 0.020846470425254664
20240907-16:29:26 train_loss 121 model 3 0.022679348064935767
20240907-16:29:27 test_loss 121 model 7 0.011121572394040413
20240907-16:29:27 test_loss 121 model 3 0.017571631717146374
20240907-16:30:32 test_accuracy 121 model 7 nb_correct 518 / 802 (64.59%)
20240907-16:30:38 test_accuracy 121 model 3 nb_correct 412 / 797 (51.69%)
20240907-16:30:39 wrote ae_000.pth
20240907-16:30:40 wrote ae_001.pth
20240907-16:30:40 wrote ae_002.pth
20240907-16:30:41 wrote ae_003.pth
20240907-16:30:42 wrote ae_004.pth
20240907-16:30:42 wrote ae_005.pth
20240907-16:30:43 wrote ae_006.pth
20240907-16:30:44 wrote ae_007.pth
20240907-16:30:44 wrote ae_008.pth
20240907-16:30:45 wrote ae_009.pth
20240907-16:30:45 epoch_duration 3min24s next_finish 16:34:09
20240907-16:30:45 wrote state.pth
20240907-16:30:45 --- epoch 122 ----------------------------------------
20240907-16:30:45 current_test_accuracies 0.5720 0.5683 0.5749 0.5169 0.5863 0.5678 0.5661 0.6459 0.5665 0.6131
20240907-16:30:45 time_train=24778 time_c_quizzes=0
20240907-16:30:45 no_c_quiz
20240907-16:30:45 training model 3 (accuracy 0.5169385075569153)
20240907-16:30:45 training model 6 (accuracy 0.566131055355072)
20240907-16:32:50 train_loss 122 model 6 0.02137107623135671
20240907-16:32:50 train_loss 122 model 3 0.020111582154175266
20240907-16:32:51 test_loss 122 model 6 0.01049275533441687
20240907-16:32:51 test_loss 122 model 3 0.014501051686238497
20240907-16:34:00 test_accuracy 122 model 3 nb_correct 448 / 801 (55.93%)
20240907-16:34:03 test_accuracy 122 model 6 nb_correct 467 / 814 (57.37%)
20240907-16:34:03 wrote ae_000.pth
20240907-16:34:04 wrote ae_001.pth
20240907-16:34:05 wrote ae_002.pth
20240907-16:34:05 wrote ae_003.pth
20240907-16:34:06 wrote ae_004.pth
20240907-16:34:07 wrote ae_005.pth
20240907-16:34:07 wrote ae_006.pth
20240907-16:34:08 wrote ae_007.pth
20240907-16:34:09 wrote ae_008.pth
20240907-16:34:09 wrote ae_009.pth
20240907-16:34:09 epoch_duration 3min24s next_finish 16:37:34
20240907-16:34:09 wrote state.pth
20240907-16:34:09 --- epoch 123 ----------------------------------------
20240907-16:34:09 current_test_accuracies 0.5720 0.5683 0.5749 0.5593 0.5863 0.5678 0.5737 0.6459 0.5665 0.6131
20240907-16:34:09 time_train=24975 time_c_quizzes=0
20240907-16:34:09 no_c_quiz
20240907-16:34:09 training model 3 (accuracy 0.5593008995056152)
20240907-16:34:09 training model 8 (accuracy 0.5664961934089661)
20240907-16:36:14 train_loss 123 model 3 0.021308295504772104
20240907-16:36:14 train_loss 123 model 8 0.02099048260669224
20240907-16:36:16 test_loss 123 model 3 0.018067143639200367
20240907-16:36:16 test_loss 123 model 8 0.016741533324238844
20240907-16:37:28 test_accuracy 123 model 3 nb_correct 431 / 788 (54.70%)
20240907-16:37:29 test_accuracy 123 model 8 nb_correct 424 / 824 (51.46%)
20240907-16:37:30 wrote ae_000.pth
20240907-16:37:30 wrote ae_001.pth
20240907-16:37:31 wrote ae_002.pth
20240907-16:37:32 wrote ae_003.pth
20240907-16:37:32 wrote ae_004.pth
20240907-16:37:33 wrote ae_005.pth
20240907-16:37:34 wrote ae_006.pth
20240907-16:37:34 wrote ae_007.pth
20240907-16:37:35 wrote ae_008.pth
20240907-16:37:36 wrote ae_009.pth
20240907-16:37:36 epoch_duration 3min26s next_finish 16:41:02
20240907-16:37:36 wrote state.pth
20240907-16:37:36 --- epoch 124 ----------------------------------------
20240907-16:37:36 current_test_accuracies 0.5720 0.5683 0.5749 0.5470 0.5863 0.5678 0.5737 0.6459 0.5146 0.6131
20240907-16:37:36 time_train=25174 time_c_quizzes=0
20240907-16:37:36 no_c_quiz
20240907-16:37:36 training model 8 (accuracy 0.5145630836486816)
20240907-16:37:36 training model 3 (accuracy 0.546954333782196)
20240907-16:39:41 train_loss 124 model 3 0.021050097837112845
20240907-16:39:41 train_loss 124 model 8 0.021896254655788653
20240907-16:39:42 test_loss 124 model 3 0.014787220663856715
20240907-16:39:42 test_loss 124 model 8 0.015186398322111928
20240907-16:40:52 test_accuracy 124 model 3 nb_correct 468 / 787 (59.47%)
20240907-16:40:52 test_accuracy 124 model 8 nb_correct 420 / 792 (53.03%)
20240907-16:40:53 wrote ae_000.pth
20240907-16:40:53 wrote ae_001.pth
20240907-16:40:54 wrote ae_002.pth
20240907-16:40:55 wrote ae_003.pth
20240907-16:40:55 wrote ae_004.pth
20240907-16:40:56 wrote ae_005.pth
20240907-16:40:57 wrote ae_006.pth
20240907-16:40:57 wrote ae_007.pth
20240907-16:40:58 wrote ae_008.pth
20240907-16:40:59 wrote ae_009.pth
20240907-16:40:59 epoch_duration 3min22s next_finish 16:44:22
20240907-16:40:59 wrote state.pth
20240907-16:40:59 --- epoch 125 ----------------------------------------
20240907-16:40:59 current_test_accuracies 0.5720 0.5683 0.5749 0.5947 0.5863 0.5678 0.5737 0.6459 0.5303 0.6131
20240907-16:40:59 time_train=25370 time_c_quizzes=0
20240907-16:40:59 no_c_quiz
20240907-16:40:59 training model 8 (accuracy 0.5303030014038086)
20240907-16:40:59 training model 5 (accuracy 0.5677749514579773)
20240907-16:43:04 train_loss 125 model 5 0.02089941250742413
20240907-16:43:04 train_loss 125 model 8 0.020505045081255956
20240907-16:43:05 test_loss 125 model 5 0.017459188966313377
20240907-16:43:05 test_loss 125 model 8 0.016358429775573315
20240907-16:44:17 test_accuracy 125 model 5 nb_correct 474 / 807 (58.74%)
20240907-16:44:19 test_accuracy 125 model 8 nb_correct 459 / 804 (57.09%)
20240907-16:44:20 wrote ae_000.pth
20240907-16:44:20 wrote ae_001.pth
20240907-16:44:21 wrote ae_002.pth
20240907-16:44:22 wrote ae_003.pth
20240907-16:44:22 wrote ae_004.pth
20240907-16:44:23 wrote ae_005.pth
20240907-16:44:24 wrote ae_006.pth
20240907-16:44:25 wrote ae_007.pth
20240907-16:44:25 wrote ae_008.pth
20240907-16:44:26 wrote ae_009.pth
20240907-16:44:26 epoch_duration 3min27s next_finish 16:47:53
20240907-16:44:26 wrote state.pth
20240907-16:44:26 --- epoch 126 ----------------------------------------
20240907-16:44:26 current_test_accuracies 0.5720 0.5683 0.5749 0.5947 0.5863 0.5874 0.5737 0.6459 0.5709 0.6131
20240907-16:44:26 time_train=25570 time_c_quizzes=0
20240907-16:44:26 no_c_quiz
20240907-16:44:26 training model 1 (accuracy 0.5682926774024963)
20240907-16:44:26 training model 8 (accuracy 0.5708954930305481)
20240907-16:46:31 train_loss 126 model 8 0.019250721422838978
20240907-16:46:31 train_loss 126 model 1 0.02136327718233224
20240907-16:46:33 test_loss 126 model 8 0.012655592007649829
20240907-16:46:33 test_loss 126 model 1 0.0178707585320808
20240907-16:47:36 test_accuracy 126 model 1 nb_correct 442 / 789 (56.02%)
20240907-16:47:39 test_accuracy 126 model 8 nb_correct 504 / 801 (62.92%)
20240907-16:47:39 wrote ae_000.pth
20240907-16:47:40 wrote ae_001.pth
20240907-16:47:41 wrote ae_002.pth
20240907-16:47:42 wrote ae_003.pth
20240907-16:47:42 wrote ae_004.pth
20240907-16:47:43 wrote ae_005.pth
20240907-16:47:44 wrote ae_006.pth
20240907-16:47:44 wrote ae_007.pth
20240907-16:47:45 wrote ae_008.pth
20240907-16:47:46 wrote ae_009.pth
20240907-16:47:46 epoch_duration 3min19s next_finish 16:51:05
20240907-16:47:46 wrote state.pth
20240907-16:47:46 --- epoch 127 ----------------------------------------
20240907-16:47:46 current_test_accuracies 0.5720 0.5602 0.5749 0.5947 0.5863 0.5874 0.5737 0.6459 0.6292 0.6131
20240907-16:47:46 time_train=25762 time_c_quizzes=0
20240907-16:47:46 no_c_quiz
20240907-16:47:46 training model 1 (accuracy 0.5602027773857117)
20240907-16:47:46 training model 0 (accuracy 0.571974515914917)
20240907-16:49:51 train_loss 127 model 1 0.02095999580039643
20240907-16:49:51 train_loss 127 model 0 0.022126699046115392
20240907-16:49:52 test_loss 127 model 1 0.018545479692693333
20240907-16:49:52 test_loss 127 model 0 0.01564268609508872
20240907-16:50:56 test_accuracy 127 model 0 nb_correct 434 / 785 (55.29%)
20240907-16:51:05 test_accuracy 127 model 1 nb_correct 440 / 802 (54.86%)
20240907-16:51:06 wrote ae_000.pth
20240907-16:51:06 wrote ae_001.pth
20240907-16:51:07 wrote ae_002.pth
20240907-16:51:08 wrote ae_003.pth
20240907-16:51:08 wrote ae_004.pth
20240907-16:51:09 wrote ae_005.pth
20240907-16:51:10 wrote ae_006.pth
20240907-16:51:10 wrote ae_007.pth
20240907-16:51:11 wrote ae_008.pth
20240907-16:51:12 wrote ae_009.pth
20240907-16:51:12 epoch_duration 3min26s next_finish 16:54:38
20240907-16:51:12 wrote state.pth
20240907-16:51:12 --- epoch 128 ----------------------------------------
20240907-16:51:12 current_test_accuracies 0.5529 0.5486 0.5749 0.5947 0.5863 0.5874 0.5737 0.6459 0.6292 0.6131
20240907-16:51:12 time_train=25961 time_c_quizzes=0
20240907-16:51:12 no_c_quiz
20240907-16:51:12 training model 1 (accuracy 0.5486284494400024)
20240907-16:51:12 training model 0 (accuracy 0.5528662204742432)
20240907-16:53:17 train_loss 128 model 1 0.020785298817558213
20240907-16:53:17 train_loss 128 model 0 0.02094113147747703
20240907-16:53:18 test_loss 128 model 1 0.01522978188295383
20240907-16:53:18 test_loss 128 model 0 0.01531891215563519
20240907-16:54:23 test_accuracy 128 model 0 nb_correct 496 / 805 (61.61%)
20240907-16:54:27 test_accuracy 128 model 1 nb_correct 460 / 782 (58.82%)
20240907-16:54:28 wrote ae_000.pth
20240907-16:54:28 wrote ae_001.pth
20240907-16:54:29 wrote ae_002.pth
20240907-16:54:30 wrote ae_003.pth
20240907-16:54:30 wrote ae_004.pth
20240907-16:54:31 wrote ae_005.pth
20240907-16:54:32 wrote ae_006.pth
20240907-16:54:33 wrote ae_007.pth
20240907-16:54:33 wrote ae_008.pth
20240907-16:54:34 wrote ae_009.pth
20240907-16:54:34 epoch_duration 3min22s next_finish 16:57:56
20240907-16:54:34 wrote state.pth
20240907-16:54:34 --- epoch 129 ----------------------------------------
20240907-16:54:34 current_test_accuracies 0.6161 0.5882 0.5749 0.5947 0.5863 0.5874 0.5737 0.6459 0.6292 0.6131
20240907-16:54:34 time_train=26156 time_c_quizzes=0
20240907-16:54:34 no_c_quiz
20240907-16:54:34 training model 6 (accuracy 0.5737100839614868)
20240907-16:54:34 training model 2 (accuracy 0.5748730897903442)
20240907-16:56:39 train_loss 129 model 2 0.02098653877375182
20240907-16:56:39 train_loss 129 model 6 0.021100454999832437
20240907-16:56:40 test_loss 129 model 2 0.019349981157574803
20240907-16:56:40 test_loss 129 model 6 0.01659150874183979
20240907-16:57:49 test_accuracy 129 model 2 nb_correct 446 / 818 (54.52%)
20240907-16:57:54 test_accuracy 129 model 6 nb_correct 426 / 805 (52.92%)
20240907-16:57:55 wrote ae_000.pth
20240907-16:57:55 wrote ae_001.pth
20240907-16:57:56 wrote ae_002.pth
20240907-16:57:57 wrote ae_003.pth
20240907-16:57:57 wrote ae_004.pth
20240907-16:57:58 wrote ae_005.pth
20240907-16:57:59 wrote ae_006.pth
20240907-16:57:59 wrote ae_007.pth
20240907-16:58:00 wrote ae_008.pth
20240907-16:58:01 wrote ae_009.pth
20240907-16:58:01 epoch_duration 3min26s next_finish 17:01:27
20240907-16:58:01 wrote state.pth
20240907-16:58:01 --- epoch 130 ----------------------------------------
20240907-16:58:01 current_test_accuracies 0.6161 0.5882 0.5452 0.5947 0.5863 0.5874 0.5292 0.6459 0.6292 0.6131
20240907-16:58:01 time_train=26356 time_c_quizzes=0
20240907-16:58:01 no_c_quiz
20240907-16:58:01 training model 6 (accuracy 0.5291925668716431)
20240907-16:58:01 training model 2 (accuracy 0.5452322959899902)
20240907-17:00:05 train_loss 130 model 6 0.021538867802824824
20240907-17:00:05 train_loss 130 model 2 0.021409838982624933
20240907-17:00:07 test_loss 130 model 6 0.021838309755548835
20240907-17:00:07 test_loss 130 model 2 0.014722970384173095
20240907-17:01:18 test_accuracy 130 model 2 nb_correct 462 / 817 (56.55%)
20240907-17:01:19 test_accuracy 130 model 6 nb_correct 414 / 792 (52.27%)
20240907-17:01:19 wrote ae_000.pth
20240907-17:01:20 wrote ae_001.pth
20240907-17:01:21 wrote ae_002.pth
20240907-17:01:21 wrote ae_003.pth
20240907-17:01:22 wrote ae_004.pth
20240907-17:01:22 wrote ae_005.pth
20240907-17:01:23 wrote ae_006.pth
20240907-17:01:24 wrote ae_007.pth
20240907-17:01:24 wrote ae_008.pth
20240907-17:01:25 wrote ae_009.pth
20240907-17:01:25 epoch_duration 3min24s next_finish 17:04:50
20240907-17:01:25 wrote state.pth
20240907-17:01:25 --- epoch 131 ----------------------------------------
20240907-17:01:25 current_test_accuracies 0.6161 0.5882 0.5655 0.5947 0.5863 0.5874 0.5227 0.6459 0.6292 0.6131
20240907-17:01:25 time_train=26553 time_c_quizzes=0
20240907-17:01:25 no_c_quiz
20240907-17:01:25 training model 6 (accuracy 0.5227272510528564)
20240907-17:01:25 training model 2 (accuracy 0.5654834508895874)
20240907-17:03:30 train_loss 131 model 6 0.020691881703911348
20240907-17:03:30 train_loss 131 model 2 0.02025291903933976
20240907-17:03:31 test_loss 131 model 6 0.013186772627523168
20240907-17:03:32 test_loss 131 model 2 0.025555102358339354
20240907-17:04:43 test_accuracy 131 model 6 nb_correct 470 / 795 (59.12%)
20240907-17:04:46 test_accuracy 131 model 2 nb_correct 426 / 804 (52.99%)
20240907-17:04:46 wrote ae_000.pth
20240907-17:04:47 wrote ae_001.pth
20240907-17:04:48 wrote ae_002.pth
20240907-17:04:48 wrote ae_003.pth
20240907-17:04:49 wrote ae_004.pth
20240907-17:04:50 wrote ae_005.pth
20240907-17:04:50 wrote ae_006.pth
20240907-17:04:51 wrote ae_007.pth
20240907-17:04:52 wrote ae_008.pth
20240907-17:04:52 wrote ae_009.pth
20240907-17:04:52 epoch_duration 3min27s next_finish 17:08:20
20240907-17:04:52 wrote state.pth
20240907-17:04:52 --- epoch 132 ----------------------------------------
20240907-17:04:52 current_test_accuracies 0.6161 0.5882 0.5299 0.5947 0.5863 0.5874 0.5912 0.6459 0.6292 0.6131
20240907-17:04:52 time_train=26753 time_c_quizzes=0
20240907-17:04:52 no_c_quiz
20240907-17:04:52 training model 2 (accuracy 0.5298507213592529)
20240907-17:04:52 training model 4 (accuracy 0.586294412612915)
20240907-17:06:58 train_loss 132 model 2 0.02060375231108628
20240907-17:06:58 train_loss 132 model 4 0.022115469802403823
20240907-17:06:59 test_loss 132 model 2 0.014305023563792929
20240907-17:06:59 test_loss 132 model 4 0.014881121899816208
20240907-17:08:05 test_accuracy 132 model 4 nb_correct 483 / 795 (60.75%)
20240907-17:08:10 test_accuracy 132 model 2 nb_correct 452 / 804 (56.22%)
20240907-17:08:11 wrote ae_000.pth
20240907-17:08:11 wrote ae_001.pth
20240907-17:08:12 wrote ae_002.pth
20240907-17:08:13 wrote ae_003.pth
20240907-17:08:13 wrote ae_004.pth
20240907-17:08:14 wrote ae_005.pth
20240907-17:08:15 wrote ae_006.pth
20240907-17:08:15 wrote ae_007.pth
20240907-17:08:16 wrote ae_008.pth
20240907-17:08:17 wrote ae_009.pth
20240907-17:08:17 epoch_duration 3min24s next_finish 17:11:41
20240907-17:08:17 wrote state.pth
20240907-17:08:17 --- epoch 133 ----------------------------------------
20240907-17:08:17 current_test_accuracies 0.6161 0.5882 0.5622 0.5947 0.6075 0.5874 0.5912 0.6459 0.6292 0.6131
20240907-17:08:17 time_train=26950 time_c_quizzes=0
20240907-17:08:17 no_c_quiz
20240907-17:08:17 training model 2 (accuracy 0.5621890425682068)
20240907-17:08:17 training model 5 (accuracy 0.5873606204986572)
20240907-17:10:22 train_loss 133 model 2 0.020172931273002178
20240907-17:10:22 train_loss 133 model 5 0.021712205578165594
20240907-17:10:23 test_loss 133 model 2 0.014031793683898286
20240907-17:10:23 test_loss 133 model 5 0.01444387457886478
20240907-17:11:31 test_accuracy 133 model 2 nb_correct 526 / 814 (64.62%)
20240907-17:11:32 test_accuracy 133 model 5 nb_correct 444 / 802 (55.36%)
20240907-17:11:33 wrote ae_000.pth
20240907-17:11:34 wrote ae_001.pth
20240907-17:11:34 wrote ae_002.pth
20240907-17:11:35 wrote ae_003.pth
20240907-17:11:36 wrote ae_004.pth
20240907-17:11:36 wrote ae_005.pth
20240907-17:11:37 wrote ae_006.pth
20240907-17:11:38 wrote ae_007.pth
20240907-17:11:39 wrote ae_008.pth
20240907-17:11:39 wrote ae_009.pth
20240907-17:11:39 epoch_duration 3min22s next_finish 17:15:02
20240907-17:11:39 wrote state.pth
20240907-17:11:39 --- epoch 134 ----------------------------------------
20240907-17:11:39 current_test_accuracies 0.6161 0.5882 0.6462 0.5947 0.6075 0.5536 0.5912 0.6459 0.6292 0.6131
20240907-17:11:39 time_train=27145 time_c_quizzes=0
20240907-17:11:39 no_c_quiz
20240907-17:11:39 training model 5 (accuracy 0.5536159873008728)
20240907-17:11:39 training model 1 (accuracy 0.5882353186607361)
20240907-17:13:44 train_loss 134 model 1 0.019936353477591182
20240907-17:13:44 train_loss 134 model 5 0.020782183939940295
20240907-17:13:46 test_loss 134 model 1 0.021197792718885465
20240907-17:13:46 test_loss 134 model 5 0.012649800305371172
20240907-17:14:58 test_accuracy 134 model 5 nb_correct 488 / 803 (60.77%)
20240907-17:14:59 test_accuracy 134 model 1 nb_correct 431 / 786 (54.83%)
20240907-17:14:59 wrote ae_000.pth
20240907-17:15:00 wrote ae_001.pth
20240907-17:15:01 wrote ae_002.pth
20240907-17:15:01 wrote ae_003.pth
20240907-17:15:02 wrote ae_004.pth
20240907-17:15:03 wrote ae_005.pth
20240907-17:15:03 wrote ae_006.pth
20240907-17:15:04 wrote ae_007.pth
20240907-17:15:04 wrote ae_008.pth
20240907-17:15:05 wrote ae_009.pth
20240907-17:15:05 epoch_duration 3min25s next_finish 17:18:31
20240907-17:15:05 wrote state.pth
20240907-17:15:05 --- epoch 135 ----------------------------------------
20240907-17:15:05 current_test_accuracies 0.6161 0.5483 0.6462 0.5947 0.6075 0.6077 0.5912 0.6459 0.6292 0.6131
20240907-17:15:05 time_train=27344 time_c_quizzes=0
20240907-17:15:05 no_c_quiz
20240907-17:15:05 training model 1 (accuracy 0.5483460426330566)
20240907-17:15:05 training model 6 (accuracy 0.5911949872970581)
20240907-17:17:10 train_loss 135 model 6 0.020235085415188224
20240907-17:17:10 train_loss 135 model 1 0.01987265891302377
20240907-17:17:12 test_loss 135 model 6 0.013654855635832065
20240907-17:17:12 test_loss 135 model 1 0.013517427546321414
20240907-17:18:14 test_accuracy 135 model 6 nb_correct 496 / 777 (63.84%)
20240907-17:18:15 test_accuracy 135 model 1 nb_correct 468 / 783 (59.77%)
20240907-17:18:16 wrote ae_000.pth
20240907-17:18:16 wrote ae_001.pth
20240907-17:18:17 wrote ae_002.pth
20240907-17:18:18 wrote ae_003.pth
20240907-17:18:18 wrote ae_004.pth
20240907-17:18:19 wrote ae_005.pth
20240907-17:18:20 wrote ae_006.pth
20240907-17:18:20 wrote ae_007.pth
20240907-17:18:21 wrote ae_008.pth
20240907-17:18:22 wrote ae_009.pth
20240907-17:18:22 epoch_duration 3min16s next_finish 17:21:38
20240907-17:18:22 wrote state.pth
20240907-17:18:22 --- epoch 136 ----------------------------------------
20240907-17:18:22 current_test_accuracies 0.6161 0.5977 0.6462 0.5947 0.6075 0.6077 0.6384 0.6459 0.6292 0.6131
20240907-17:18:22 time_train=27533 time_c_quizzes=0
20240907-17:18:22 no_c_quiz
20240907-17:18:22 training model 3 (accuracy 0.5946632623672485)
20240907-17:18:22 training model 1 (accuracy 0.5977011322975159)
20240907-17:20:27 train_loss 136 model 3 0.0198202616640483
20240907-17:20:27 train_loss 136 model 1 0.018872134557401297
20240907-17:20:28 test_loss 136 model 3 0.01388944265054306
20240907-17:20:28 test_loss 136 model 1 0.01569613930187188
20240907-17:21:31 test_accuracy 136 model 1 nb_correct 500 / 795 (62.89%)
20240907-17:21:34 test_accuracy 136 model 3 nb_correct 513 / 833 (61.58%)
20240907-17:21:34 wrote ae_000.pth
20240907-17:21:35 wrote ae_001.pth
20240907-17:21:36 wrote ae_002.pth
20240907-17:21:36 wrote ae_003.pth
20240907-17:21:37 wrote ae_004.pth
20240907-17:21:38 wrote ae_005.pth
20240907-17:21:38 wrote ae_006.pth
20240907-17:21:39 wrote ae_007.pth
20240907-17:21:40 wrote ae_008.pth
20240907-17:21:40 wrote ae_009.pth
20240907-17:21:40 epoch_duration 3min18s next_finish 17:24:59
20240907-17:21:40 wrote state.pth
20240907-17:21:40 --- epoch 137 ----------------------------------------
20240907-17:21:40 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.6075 0.6077 0.6384 0.6459 0.6292 0.6131
20240907-17:21:40 time_train=27724 time_c_quizzes=0
20240907-17:21:40 no_c_quiz
20240907-17:21:40 training model 4 (accuracy 0.6075471639633179)
20240907-17:21:40 training model 5 (accuracy 0.6077210307121277)
20240907-17:23:45 train_loss 137 model 4 0.0215497510144487
20240907-17:23:45 train_loss 137 model 5 0.02089701798732858
20240907-17:23:47 test_loss 137 model 4 0.017597309019765816
20240907-17:23:47 test_loss 137 model 5 0.018174040627491193
20240907-17:24:59 test_accuracy 137 model 5 nb_correct 469 / 810 (57.90%)
20240907-17:25:02 test_accuracy 137 model 4 nb_correct 406 / 778 (52.19%)
20240907-17:25:03 wrote ae_000.pth
20240907-17:25:03 wrote ae_001.pth
20240907-17:25:04 wrote ae_002.pth
20240907-17:25:05 wrote ae_003.pth
20240907-17:25:05 wrote ae_004.pth
20240907-17:25:06 wrote ae_005.pth
20240907-17:25:07 wrote ae_006.pth
20240907-17:25:07 wrote ae_007.pth
20240907-17:25:08 wrote ae_008.pth
20240907-17:25:09 wrote ae_009.pth
20240907-17:25:09 epoch_duration 3min28s next_finish 17:28:37
20240907-17:25:09 wrote state.pth
20240907-17:25:09 --- epoch 138 ----------------------------------------
20240907-17:25:09 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.5219 0.5790 0.6384 0.6459 0.6292 0.6131
20240907-17:25:09 time_train=27925 time_c_quizzes=0
20240907-17:25:09 no_c_quiz
20240907-17:25:09 training model 4 (accuracy 0.5218508839607239)
20240907-17:25:09 training model 5 (accuracy 0.5790123343467712)
20240907-17:27:14 train_loss 138 model 5 0.020736162126762794
20240907-17:27:14 train_loss 138 model 4 0.02131213727290742
20240907-17:27:15 test_loss 138 model 5 0.017146695783594623
20240907-17:27:15 test_loss 138 model 4 0.014709218067582696
20240907-17:28:27 test_accuracy 138 model 4 nb_correct 470 / 820 (57.32%)
20240907-17:28:27 test_accuracy 138 model 5 nb_correct 482 / 825 (58.42%)
20240907-17:28:28 wrote ae_000.pth
20240907-17:28:29 wrote ae_001.pth
20240907-17:28:30 wrote ae_002.pth
20240907-17:28:30 wrote ae_003.pth
20240907-17:28:31 wrote ae_004.pth
20240907-17:28:32 wrote ae_005.pth
20240907-17:28:32 wrote ae_006.pth
20240907-17:28:33 wrote ae_007.pth
20240907-17:28:34 wrote ae_008.pth
20240907-17:28:34 wrote ae_009.pth
20240907-17:28:34 epoch_duration 3min25s next_finish 17:32:00
20240907-17:28:34 wrote state.pth
20240907-17:28:34 --- epoch 139 ----------------------------------------
20240907-17:28:34 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.5732 0.5842 0.6384 0.6459 0.6292 0.6131
20240907-17:28:34 time_train=28123 time_c_quizzes=0
20240907-17:28:34 no_c_quiz
20240907-17:28:34 training model 4 (accuracy 0.5731707215309143)
20240907-17:28:34 training model 5 (accuracy 0.5842424035072327)
20240907-17:30:39 train_loss 139 model 4 0.020866903982532676
20240907-17:30:39 train_loss 139 model 5 0.020372665229951962
20240907-17:30:41 test_loss 139 model 4 0.01320261751752696
20240907-17:30:41 test_loss 139 model 5 0.012498949005384929
20240907-17:31:44 test_accuracy 139 model 4 nb_correct 487 / 815 (59.75%)
20240907-17:31:54 test_accuracy 139 model 5 nb_correct 490 / 800 (61.25%)
20240907-17:31:55 wrote ae_000.pth
20240907-17:31:56 wrote ae_001.pth
20240907-17:31:56 wrote ae_002.pth
20240907-17:31:57 wrote ae_003.pth
20240907-17:31:58 wrote ae_004.pth
20240907-17:31:58 wrote ae_005.pth
20240907-17:31:59 wrote ae_006.pth
20240907-17:32:00 wrote ae_007.pth
20240907-17:32:00 wrote ae_008.pth
20240907-17:32:01 wrote ae_009.pth
20240907-17:32:01 epoch_duration 3min26s next_finish 17:35:28
20240907-17:32:01 wrote state.pth
20240907-17:32:01 --- epoch 140 ----------------------------------------
20240907-17:32:01 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.5975 0.6125 0.6384 0.6459 0.6292 0.6131
20240907-17:32:01 time_train=28322 time_c_quizzes=0
20240907-17:32:01 no_c_quiz
20240907-17:32:01 training model 4 (accuracy 0.5975460410118103)
20240907-17:32:01 training model 5 (accuracy 0.612500011920929)
20240907-17:34:06 train_loss 140 model 4 0.019973793782643044
20240907-17:34:06 train_loss 140 model 5 0.020568025975604542
20240907-17:34:08 test_loss 140 model 4 0.016302194379386493
20240907-17:34:08 test_loss 140 model 5 0.01710430426901439
20240907-17:35:15 test_accuracy 140 model 4 nb_correct 458 / 786 (58.27%)
20240907-17:35:19 test_accuracy 140 model 5 nb_correct 494 / 817 (60.47%)
20240907-17:35:19 wrote ae_000.pth
20240907-17:35:20 wrote ae_001.pth
20240907-17:35:21 wrote ae_002.pth
20240907-17:35:21 wrote ae_003.pth
20240907-17:35:22 wrote ae_004.pth
20240907-17:35:23 wrote ae_005.pth
20240907-17:35:24 wrote ae_006.pth
20240907-17:35:24 wrote ae_007.pth
20240907-17:35:25 wrote ae_008.pth
20240907-17:35:26 wrote ae_009.pth
20240907-17:35:26 epoch_duration 3min24s next_finish 17:38:50
20240907-17:35:26 wrote state.pth
20240907-17:35:26 --- epoch 141 ----------------------------------------
20240907-17:35:26 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.5827 0.6047 0.6384 0.6459 0.6292 0.6131
20240907-17:35:26 time_train=28519 time_c_quizzes=0
20240907-17:35:26 no_c_quiz
20240907-17:35:26 training model 4 (accuracy 0.5826972126960754)
20240907-17:35:26 training model 5 (accuracy 0.604651153087616)
20240907-17:37:31 train_loss 141 model 4 0.020500505981151947
20240907-17:37:31 train_loss 141 model 5 0.02033119559515035
20240907-17:37:32 test_loss 141 model 4 0.01480252961628139
20240907-17:37:32 test_loss 141 model 5 0.014293069294944871
20240907-17:38:40 test_accuracy 141 model 5 nb_correct 520 / 792 (65.66%)
20240907-17:38:45 test_accuracy 141 model 4 nb_correct 393 / 784 (50.13%)
20240907-17:38:46 wrote ae_000.pth
20240907-17:38:47 wrote ae_001.pth
20240907-17:38:47 wrote ae_002.pth
20240907-17:38:48 wrote ae_003.pth
20240907-17:38:49 wrote ae_004.pth
20240907-17:38:49 wrote ae_005.pth
20240907-17:38:50 wrote ae_006.pth
20240907-17:38:51 wrote ae_007.pth
20240907-17:38:52 wrote ae_008.pth
20240907-17:38:52 wrote ae_009.pth
20240907-17:38:52 epoch_duration 3min26s next_finish 17:42:19
20240907-17:38:52 wrote state.pth
20240907-17:38:52 --- epoch 142 ----------------------------------------
20240907-17:38:52 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.5013 0.6566 0.6384 0.6459 0.6292 0.6131
20240907-17:38:52 time_train=28718 time_c_quizzes=0
20240907-17:38:52 no_c_quiz
20240907-17:38:52 training model 4 (accuracy 0.5012755393981934)
20240907-17:38:52 training model 9 (accuracy 0.6130653023719788)
20240907-17:40:57 train_loss 142 model 4 0.019380509145383258
20240907-17:40:57 train_loss 142 model 9 0.020448073857231065
20240907-17:40:58 test_loss 142 model 4 0.0182568263997382
20240907-17:40:59 test_loss 142 model 9 0.01470363271801034
20240907-17:42:07 test_accuracy 142 model 4 nb_correct 516 / 808 (63.86%)
20240907-17:42:08 test_accuracy 142 model 9 nb_correct 495 / 800 (61.88%)
20240907-17:42:08 wrote ae_000.pth
20240907-17:42:09 wrote ae_001.pth
20240907-17:42:10 wrote ae_002.pth
20240907-17:42:11 wrote ae_003.pth
20240907-17:42:11 wrote ae_004.pth
20240907-17:42:12 wrote ae_005.pth
20240907-17:42:13 wrote ae_006.pth
20240907-17:42:13 wrote ae_007.pth
20240907-17:42:14 wrote ae_008.pth
20240907-17:42:15 wrote ae_009.pth
20240907-17:42:15 epoch_duration 3min22s next_finish 17:45:37
20240907-17:42:15 wrote state.pth
20240907-17:42:15 --- epoch 143 ----------------------------------------
20240907-17:42:15 current_test_accuracies 0.6161 0.6289 0.6462 0.6158 0.6386 0.6566 0.6384 0.6459 0.6292 0.6187
20240907-17:42:15 time_train=28913 time_c_quizzes=0
20240907-17:42:15 no_c_quiz
20240907-17:42:15 training model 3 (accuracy 0.6158463358879089)
20240907-17:42:15 training model 0 (accuracy 0.6161490678787231)
20240907-17:44:19 train_loss 143 model 0 0.021169302138732745
20240907-17:44:19 train_loss 143 model 3 0.01972269897616934
20240907-17:44:21 test_loss 143 model 0 0.01594873155700043
20240907-17:44:21 test_loss 143 model 3 0.01312441540067084
20240907-17:45:22 test_accuracy 143 model 3 nb_correct 504 / 793 (63.56%)
20240907-17:45:28 test_accuracy 143 model 0 nb_correct 472 / 809 (58.34%)
20240907-17:45:29 wrote ae_000.pth
20240907-17:45:30 wrote ae_001.pth
20240907-17:45:30 wrote ae_002.pth
20240907-17:45:31 wrote ae_003.pth
20240907-17:45:32 wrote ae_004.pth
20240907-17:45:32 wrote ae_005.pth
20240907-17:45:33 wrote ae_006.pth
20240907-17:45:34 wrote ae_007.pth
20240907-17:45:34 wrote ae_008.pth
20240907-17:45:35 wrote ae_009.pth
20240907-17:45:35 epoch_duration 3min20s next_finish 17:48:55
20240907-17:45:35 wrote state.pth
20240907-17:45:35 --- epoch 144 ----------------------------------------
20240907-17:45:35 current_test_accuracies 0.5834 0.6289 0.6462 0.6356 0.6386 0.6566 0.6384 0.6459 0.6292 0.6187
20240907-17:45:35 time_train=29106 time_c_quizzes=0
20240907-17:45:35 no_c_quiz
20240907-17:45:35 training model 0 (accuracy 0.5834363698959351)
20240907-17:45:35 training model 9 (accuracy 0.6187499761581421)
20240907-17:47:40 train_loss 144 model 0 0.01977710687299259
20240907-17:47:40 train_loss 144 model 9 0.020340350670507178
20240907-17:47:42 test_loss 144 model 0 0.015398189710685984
20240907-17:47:42 test_loss 144 model 9 0.01396467249142006
20240907-17:48:46 test_accuracy 144 model 9 nb_correct 532 / 805 (66.09%)
20240907-17:48:47 test_accuracy 144 model 0 nb_correct 504 / 810 (62.22%)
20240907-17:48:48 wrote ae_000.pth
20240907-17:48:48 wrote ae_001.pth
20240907-17:48:49 wrote ae_002.pth
20240907-17:48:50 wrote ae_003.pth
20240907-17:48:50 wrote ae_004.pth
20240907-17:48:51 wrote ae_005.pth
20240907-17:48:52 wrote ae_006.pth
20240907-17:48:52 wrote ae_007.pth
20240907-17:48:53 wrote ae_008.pth
20240907-17:48:54 wrote ae_009.pth
20240907-17:48:54 epoch_duration 3min18s next_finish 17:52:12
20240907-17:48:54 wrote state.pth
20240907-17:48:54 --- epoch 145 ----------------------------------------
20240907-17:48:54 current_test_accuracies 0.6222 0.6289 0.6462 0.6356 0.6386 0.6566 0.6384 0.6459 0.6292 0.6609
20240907-17:48:54 time_train=29297 time_c_quizzes=0
20240907-17:48:54 no_c_quiz
20240907-17:48:54 training model 0 (accuracy 0.6222222447395325)
20240907-17:48:54 training model 1 (accuracy 0.6289308071136475)
20240907-17:50:59 train_loss 145 model 1 0.019323030735715292
20240907-17:50:59 train_loss 145 model 0 0.019935927139245906
20240907-17:51:00 test_loss 145 model 1 0.011898315166763495
20240907-17:51:00 test_loss 145 model 0 0.01613297328876797
20240907-17:51:53 test_accuracy 145 model 1 nb_correct 556 / 803 (69.24%)
20240907-17:52:09 test_accuracy 145 model 0 nb_correct 501 / 832 (60.22%)
20240907-17:52:10 wrote ae_000.pth
20240907-17:52:11 wrote ae_001.pth
20240907-17:52:12 wrote ae_002.pth
20240907-17:52:12 wrote ae_003.pth
20240907-17:52:13 wrote ae_004.pth
20240907-17:52:14 wrote ae_005.pth
20240907-17:52:14 wrote ae_006.pth
20240907-17:52:15 wrote ae_007.pth
20240907-17:52:16 wrote ae_008.pth
20240907-17:52:16 wrote ae_009.pth
20240907-17:52:16 epoch_duration 3min22s next_finish 17:55:39
20240907-17:52:16 wrote state.pth
20240907-17:52:16 --- epoch 146 ----------------------------------------
20240907-17:52:16 current_test_accuracies 0.6022 0.6924 0.6462 0.6356 0.6386 0.6566 0.6384 0.6459 0.6292 0.6609
20240907-17:52:16 time_train=29492 time_c_quizzes=0
20240907-17:52:16 no_c_quiz
20240907-17:52:16 training model 0 (accuracy 0.6021634340286255)
20240907-17:52:16 training model 8 (accuracy 0.6292135119438171)
20240907-17:54:21 train_loss 146 model 0 0.02042651093180757
20240907-17:54:21 train_loss 146 model 8 0.019411843227338976
20240907-17:54:23 test_loss 146 model 0 0.019943146176228766
20240907-17:54:23 test_loss 146 model 8 0.01016345169628039
20240907-17:55:29 test_accuracy 146 model 8 nb_correct 499 / 810 (61.60%)
20240907-17:55:35 test_accuracy 146 model 0 nb_correct 443 / 799 (55.44%)
20240907-17:55:35 wrote ae_000.pth
20240907-17:55:36 wrote ae_001.pth
20240907-17:55:37 wrote ae_002.pth
20240907-17:55:37 wrote ae_003.pth
20240907-17:55:38 wrote ae_004.pth
20240907-17:55:39 wrote ae_005.pth
20240907-17:55:39 wrote ae_006.pth
20240907-17:55:40 wrote ae_007.pth
20240907-17:55:40 wrote ae_008.pth
20240907-17:55:41 wrote ae_009.pth
20240907-17:55:41 epoch_duration 3min24s next_finish 17:59:06
20240907-17:55:41 wrote state.pth
20240907-17:55:41 --- epoch 147 ----------------------------------------
20240907-17:55:41 current_test_accuracies 0.5544 0.6924 0.6462 0.6356 0.6386 0.6566 0.6384 0.6459 0.6160 0.6609
20240907-17:55:41 time_train=29690 time_c_quizzes=0
20240907-17:55:41 no_c_quiz
20240907-17:55:41 training model 0 (accuracy 0.5544430613517761)
20240907-17:55:41 training model 8 (accuracy 0.6160494089126587)
20240907-17:57:46 train_loss 147 model 0 0.01869200443162117
20240907-17:57:46 train_loss 147 model 8 0.01932998439273797
20240907-17:57:48 test_loss 147 model 0 0.018848817133402918
20240907-17:57:48 test_loss 147 model 8 0.012679741900137742
20240907-17:58:53 test_accuracy 147 model 8 nb_correct 523 / 798 (65.54%)
20240907-17:59:00 test_accuracy 147 model 0 nb_correct 484 / 790 (61.27%)
20240907-17:59:01 wrote ae_000.pth
20240907-17:59:01 wrote ae_001.pth
20240907-17:59:02 wrote ae_002.pth
20240907-17:59:03 wrote ae_003.pth
20240907-17:59:03 wrote ae_004.pth
20240907-17:59:04 wrote ae_005.pth
20240907-17:59:05 wrote ae_006.pth
20240907-17:59:05 wrote ae_007.pth
20240907-17:59:06 wrote ae_008.pth
20240907-17:59:07 wrote ae_009.pth
20240907-17:59:07 epoch_duration 3min25s next_finish 18:02:33
20240907-17:59:07 wrote state.pth
20240907-17:59:07 --- epoch 148 ----------------------------------------
20240907-17:59:07 current_test_accuracies 0.6127 0.6924 0.6462 0.6356 0.6386 0.6566 0.6384 0.6459 0.6554 0.6609
20240907-17:59:07 time_train=29888 time_c_quizzes=0
20240907-17:59:07 no_c_quiz
20240907-17:59:07 training model 0 (accuracy 0.6126582026481628)
20240907-17:59:07 training model 3 (accuracy 0.6355611681938171)
20240907-18:01:12 train_loss 148 model 0 0.018847042100969703
20240907-18:01:12 train_loss 148 model 3 0.01843552375980653
20240907-18:01:14 test_loss 148 model 0 0.01031283071351936
20240907-18:01:14 test_loss 148 model 3 0.016235327505273744
20240907-18:02:17 test_accuracy 148 model 0 nb_correct 553 / 803 (68.87%)
20240907-18:02:18 test_accuracy 148 model 3 nb_correct 524 / 798 (65.66%)
20240907-18:02:19 wrote ae_000.pth
20240907-18:02:19 wrote ae_001.pth
20240907-18:02:20 wrote ae_002.pth
20240907-18:02:21 wrote ae_003.pth
20240907-18:02:22 wrote ae_004.pth
20240907-18:02:23 wrote ae_005.pth
20240907-18:02:24 wrote ae_006.pth
20240907-18:02:24 wrote ae_007.pth
20240907-18:02:25 wrote ae_008.pth
20240907-18:02:26 wrote ae_009.pth
20240907-18:02:26 epoch_duration 3min19s next_finish 18:05:45
20240907-18:02:26 wrote state.pth
20240907-18:02:26 --- epoch 149 ----------------------------------------
20240907-18:02:26 current_test_accuracies 0.6887 0.6924 0.6462 0.6566 0.6386 0.6566 0.6384 0.6459 0.6554 0.6609
20240907-18:02:26 time_train=30078 time_c_quizzes=0
20240907-18:02:26 no_c_quiz
20240907-18:02:26 training model 6 (accuracy 0.638352632522583)
20240907-18:02:26 training model 4 (accuracy 0.6386138796806335)
20240907-18:04:31 train_loss 149 model 6 0.02035044232173823
20240907-18:04:31 train_loss 149 model 4 0.019217221655126196
20240907-18:04:33 test_loss 149 model 6 0.011430091073270887
20240907-18:04:33 test_loss 149 model 4 0.013003056411980652
20240907-18:05:36 test_accuracy 149 model 4 nb_correct 522 / 811 (64.36%)
20240907-18:05:44 test_accuracy 149 model 6 nb_correct 455 / 796 (57.16%)
20240907-18:05:45 wrote ae_000.pth
20240907-18:05:46 wrote ae_001.pth
20240907-18:05:46 wrote ae_002.pth
20240907-18:05:47 wrote ae_003.pth
20240907-18:05:48 wrote ae_004.pth
20240907-18:05:49 wrote ae_005.pth
20240907-18:05:50 wrote ae_006.pth
20240907-18:05:51 wrote ae_007.pth
20240907-18:05:51 wrote ae_008.pth
20240907-18:05:52 wrote ae_009.pth
20240907-18:05:52 epoch_duration 3min26s next_finish 18:09:18
20240907-18:05:52 wrote state.pth
20240907-18:05:52 --- epoch 150 ----------------------------------------
20240907-18:05:52 current_test_accuracies 0.6887 0.6924 0.6462 0.6566 0.6436 0.6566 0.5716 0.6459 0.6554 0.6609
20240907-18:05:52 time_train=30275 time_c_quizzes=0
20240907-18:05:52 no_c_quiz
20240907-18:05:52 training model 6 (accuracy 0.5716080665588379)
20240907-18:05:52 training model 4 (accuracy 0.6436498165130615)
20240907-18:07:57 train_loss 150 model 6 0.019088934427709318
20240907-18:07:57 train_loss 150 model 4 0.019278737668588293
20240907-18:07:59 test_loss 150 model 6 0.014179729312309064
20240907-18:07:59 test_loss 150 model 4 0.011707924494112376
20240907-18:09:02 test_accuracy 150 model 6 nb_correct 485 / 798 (60.78%)
20240907-18:09:07 test_accuracy 150 model 4 nb_correct 514 / 816 (62.99%)
20240907-18:09:07 wrote ae_000.pth
20240907-18:09:08 wrote ae_001.pth
20240907-18:09:09 wrote ae_002.pth
20240907-18:09:10 wrote ae_003.pth
20240907-18:09:11 wrote ae_004.pth
20240907-18:09:12 wrote ae_005.pth
20240907-18:09:12 wrote ae_006.pth
20240907-18:09:13 wrote ae_007.pth
20240907-18:09:14 wrote ae_008.pth
20240907-18:09:15 wrote ae_009.pth
20240907-18:09:15 epoch_duration 3min22s next_finish 18:12:38
20240907-18:09:15 wrote state.pth
20240907-18:09:15 --- epoch 151 ----------------------------------------
20240907-18:09:15 current_test_accuracies 0.6887 0.6924 0.6462 0.6566 0.6299 0.6566 0.6078 0.6459 0.6554 0.6609
20240907-18:09:15 time_train=30469 time_c_quizzes=0
20240907-18:09:15 no_c_quiz
20240907-18:09:15 training model 6 (accuracy 0.6077694296836853)
20240907-18:09:15 training model 4 (accuracy 0.6299019455909729)
20240907-18:11:20 train_loss 151 model 4 0.01883585164230317
20240907-18:11:20 train_loss 151 model 6 0.01853271193325054
20240907-18:11:21 test_loss 151 model 4 0.012250591238262132
20240907-18:11:21 test_loss 151 model 6 0.014461422633030453
20240907-18:12:22 test_accuracy 151 model 4 nb_correct 542 / 809 (67.00%)
20240907-18:12:24 test_accuracy 151 model 6 nb_correct 531 / 816 (65.07%)
20240907-18:12:25 wrote ae_000.pth
20240907-18:12:26 wrote ae_001.pth
20240907-18:12:27 wrote ae_002.pth
20240907-18:12:27 wrote ae_003.pth
20240907-18:12:28 wrote ae_004.pth
20240907-18:12:29 wrote ae_005.pth
20240907-18:12:30 wrote ae_006.pth
20240907-18:12:31 wrote ae_007.pth
20240907-18:12:32 wrote ae_008.pth
20240907-18:12:32 wrote ae_009.pth
20240907-18:12:32 epoch_duration 3min17s next_finish 18:15:50
20240907-18:12:32 wrote state.pth
20240907-18:12:32 --- epoch 152 ----------------------------------------
20240907-18:12:32 current_test_accuracies 0.6887 0.6924 0.6462 0.6566 0.6700 0.6566 0.6507 0.6459 0.6554 0.6609
20240907-18:12:32 time_train=30658 time_c_quizzes=0
20240907-18:12:32 no_c_quiz
20240907-18:12:32 training model 7 (accuracy 0.6458852887153625)
20240907-18:12:32 training model 2 (accuracy 0.6461916565895081)
20240907-18:14:37 train_loss 152 model 7 0.021182718725409357
20240907-18:14:37 train_loss 152 model 2 0.020395905852899885
20240907-18:14:39 test_loss 152 model 7 0.01537942664581351
20240907-18:14:39 test_loss 152 model 2 0.016839365958003328
20240907-18:15:48 test_accuracy 152 model 7 nb_correct 417 / 770 (54.16%)
20240907-18:15:50 test_accuracy 152 model 2 nb_correct 435 / 814 (53.44%)
20240907-18:15:51 wrote ae_000.pth
20240907-18:15:52 wrote ae_001.pth
20240907-18:15:52 wrote ae_002.pth
20240907-18:15:53 wrote ae_003.pth
20240907-18:15:54 wrote ae_004.pth
20240907-18:15:54 wrote ae_005.pth
20240907-18:15:55 wrote ae_006.pth
20240907-18:15:56 wrote ae_007.pth
20240907-18:15:56 wrote ae_008.pth
20240907-18:15:57 wrote ae_009.pth
20240907-18:15:57 epoch_duration 3min24s next_finish 18:19:22
20240907-18:15:57 wrote state.pth
20240907-18:15:57 --- epoch 153 ----------------------------------------
20240907-18:15:57 current_test_accuracies 0.6887 0.6924 0.5344 0.6566 0.6700 0.6566 0.6507 0.5416 0.6554 0.6609
20240907-18:15:57 time_train=30855 time_c_quizzes=0
20240907-18:15:57 no_c_quiz
20240907-18:15:57 training model 2 (accuracy 0.5343980193138123)
20240907-18:15:57 training model 7 (accuracy 0.5415584444999695)
20240907-18:18:02 train_loss 153 model 7 0.020210981392825487
20240907-18:18:02 train_loss 153 model 2 0.018862571658217347
20240907-18:18:04 test_loss 153 model 7 0.019126862057601102
20240907-18:18:04 test_loss 153 model 2 0.013639186788350344
20240907-18:19:05 test_accuracy 153 model 2 nb_correct 528 / 799 (66.08%)
20240907-18:19:09 test_accuracy 153 model 7 nb_correct 490 / 782 (62.66%)
20240907-18:19:10 wrote ae_000.pth
20240907-18:19:11 wrote ae_001.pth
20240907-18:19:12 wrote ae_002.pth
20240907-18:19:13 wrote ae_003.pth
20240907-18:19:13 wrote ae_004.pth
20240907-18:19:14 wrote ae_005.pth
20240907-18:19:15 wrote ae_006.pth
20240907-18:19:16 wrote ae_007.pth
20240907-18:19:17 wrote ae_008.pth
20240907-18:19:18 wrote ae_009.pth
20240907-18:19:18 epoch_duration 3min20s next_finish 18:22:38
20240907-18:19:18 wrote state.pth
20240907-18:19:18 --- epoch 154 ----------------------------------------
20240907-18:19:18 current_test_accuracies 0.6887 0.6924 0.6608 0.6566 0.6700 0.6566 0.6507 0.6266 0.6554 0.6609
20240907-18:19:18 time_train=31047 time_c_quizzes=0
20240907-18:19:18 no_c_quiz
20240907-18:19:18 training model 7 (accuracy 0.6265984773635864)
20240907-18:19:18 training model 6 (accuracy 0.6507353186607361)
20240907-18:21:22 train_loss 154 model 7 0.019847741136618424
20240907-18:21:23 train_loss 154 model 6 0.01906149252108298
20240907-18:21:24 test_loss 154 model 7 0.014422737059067003
20240907-18:21:24 test_loss 154 model 6 0.011853039000561694
20240907-18:22:26 test_accuracy 154 model 7 nb_correct 484 / 816 (59.31%)
20240907-18:22:26 test_accuracy 154 model 6 nb_correct 533 / 792 (67.30%)
20240907-18:22:27 wrote ae_000.pth
20240907-18:22:28 wrote ae_001.pth
20240907-18:22:29 wrote ae_002.pth
20240907-18:22:30 wrote ae_003.pth
20240907-18:22:30 wrote ae_004.pth
20240907-18:22:31 wrote ae_005.pth
20240907-18:22:32 wrote ae_006.pth
20240907-18:22:33 wrote ae_007.pth
20240907-18:22:34 wrote ae_008.pth
20240907-18:22:34 wrote ae_009.pth
20240907-18:22:34 epoch_duration 3min16s next_finish 18:25:51
20240907-18:22:34 wrote state.pth
20240907-18:22:34 --- epoch 155 ----------------------------------------
20240907-18:22:34 current_test_accuracies 0.6887 0.6924 0.6608 0.6566 0.6700 0.6566 0.6730 0.5931 0.6554 0.6609
20240907-18:22:34 time_train=31235 time_c_quizzes=0
20240907-18:22:34 no_c_quiz
20240907-18:22:34 training model 7 (accuracy 0.593137264251709)
20240907-18:22:34 training model 8 (accuracy 0.6553884744644165)
20240907-18:24:40 train_loss 155 model 8 0.018285623024450616
20240907-18:24:40 train_loss 155 model 7 0.018971882402780464
20240907-18:24:41 test_loss 155 model 8 0.012313897216517943
20240907-18:24:41 test_loss 155 model 7 0.015170883673999925
20240907-18:25:38 test_accuracy 155 model 7 nb_correct 568 / 808 (70.30%)
20240907-18:25:44 test_accuracy 155 model 8 nb_correct 523 / 794 (65.87%)
20240907-18:25:45 wrote ae_000.pth
20240907-18:25:46 wrote ae_001.pth
20240907-18:25:46 wrote ae_002.pth
20240907-18:25:47 wrote ae_003.pth
20240907-18:25:48 wrote ae_004.pth
20240907-18:25:48 wrote ae_005.pth
20240907-18:25:49 wrote ae_006.pth
20240907-18:25:50 wrote ae_007.pth
20240907-18:25:50 wrote ae_008.pth
20240907-18:25:51 wrote ae_009.pth
20240907-18:25:51 epoch_duration 3min16s next_finish 18:29:08
20240907-18:25:51 wrote state.pth
20240907-18:25:51 --- epoch 156 ----------------------------------------
20240907-18:25:51 current_test_accuracies 0.6887 0.6924 0.6608 0.6566 0.6700 0.6566 0.6730 0.7030 0.6587 0.6609
20240907-18:25:51 time_train=31424 time_c_quizzes=0
20240907-18:25:51 no_c_quiz
20240907-18:25:51 training model 5 (accuracy 0.6565656661987305)
20240907-18:25:51 training model 3 (accuracy 0.6566416025161743)
20240907-18:27:56 train_loss 156 model 3 0.018809578525833787
20240907-18:27:56 train_loss 156 model 5 0.019056108366814442
20240907-18:27:58 test_loss 156 model 3 0.012290133560600224
20240907-18:27:58 test_loss 156 model 5 0.012065526364312972
20240907-18:28:54 test_accuracy 156 model 3 nb_correct 534 / 804 (66.42%)
20240907-18:29:08 test_accuracy 156 model 5 nb_correct 475 / 802 (59.23%)
20240907-18:29:09 wrote ae_000.pth
20240907-18:29:09 wrote ae_001.pth
20240907-18:29:10 wrote ae_002.pth
20240907-18:29:11 wrote ae_003.pth
20240907-18:29:11 wrote ae_004.pth
20240907-18:29:12 wrote ae_005.pth
20240907-18:29:13 wrote ae_006.pth
20240907-18:29:14 wrote ae_007.pth
20240907-18:29:14 wrote ae_008.pth
20240907-18:29:15 wrote ae_009.pth
20240907-18:29:15 epoch_duration 3min23s next_finish 18:32:39
20240907-18:29:15 wrote state.pth
20240907-18:29:15 --- epoch 157 ----------------------------------------
20240907-18:29:15 current_test_accuracies 0.6887 0.6924 0.6608 0.6642 0.6700 0.5923 0.6730 0.7030 0.6587 0.6609
20240907-18:29:15 time_train=31620 time_c_quizzes=0
20240907-18:29:15 no_c_quiz
20240907-18:29:15 training model 5 (accuracy 0.5922693014144897)
20240907-18:29:15 training model 8 (accuracy 0.6586901545524597)
20240907-18:31:20 train_loss 157 model 8 0.019741637954022735
20240907-18:31:20 train_loss 157 model 5 0.01920909473428037
20240907-18:31:22 test_loss 157 model 8 0.014331066695740446
20240907-18:31:22 test_loss 157 model 5 0.015760536791640335
20240907-18:32:23 test_accuracy 157 model 8 nb_correct 533 / 809 (65.88%)
20240907-18:32:29 test_accuracy 157 model 5 nb_correct 498 / 812 (61.33%)
20240907-18:32:30 wrote ae_000.pth
20240907-18:32:31 wrote ae_001.pth
20240907-18:32:31 wrote ae_002.pth
20240907-18:32:32 wrote ae_003.pth
20240907-18:32:33 wrote ae_004.pth
20240907-18:32:33 wrote ae_005.pth
20240907-18:32:34 wrote ae_006.pth
20240907-18:32:34 wrote ae_007.pth
20240907-18:32:35 wrote ae_008.pth
20240907-18:32:36 wrote ae_009.pth
20240907-18:32:36 epoch_duration 3min20s next_finish 18:35:57
20240907-18:32:36 wrote state.pth
20240907-18:32:36 --- epoch 158 ----------------------------------------
20240907-18:32:36 current_test_accuracies 0.6887 0.6924 0.6608 0.6642 0.6700 0.6133 0.6730 0.7030 0.6588 0.6609
20240907-18:32:36 time_train=31814 time_c_quizzes=0
20240907-18:32:36 no_c_quiz
20240907-18:32:36 training model 5 (accuracy 0.6133005023002625)
20240907-18:32:36 training model 8 (accuracy 0.6588380932807922)
20240907-18:34:41 train_loss 158 model 5 0.019571332076971884
20240907-18:34:41 train_loss 158 model 8 0.018095218316360843
20240907-18:34:42 test_loss 158 model 5 0.014079023721569684
20240907-18:34:42 test_loss 158 model 8 0.01096736826984852
20240907-18:35:38 test_accuracy 158 model 8 nb_correct 566 / 804 (70.40%)
20240907-18:35:47 test_accuracy 158 model 5 nb_correct 549 / 799 (68.71%)
20240907-18:35:48 wrote ae_000.pth
20240907-18:35:48 wrote ae_001.pth
20240907-18:35:49 wrote ae_002.pth
20240907-18:35:50 wrote ae_003.pth
20240907-18:35:50 wrote ae_004.pth
20240907-18:35:51 wrote ae_005.pth
20240907-18:35:52 wrote ae_006.pth
20240907-18:35:52 wrote ae_007.pth
20240907-18:35:53 wrote ae_008.pth
20240907-18:35:54 wrote ae_009.pth
20240907-18:35:54 epoch_duration 3min17s next_finish 18:39:11
20240907-18:35:54 wrote state.pth
20240907-18:35:54 --- epoch 159 ----------------------------------------
20240907-18:35:54 current_test_accuracies 0.6887 0.6924 0.6608 0.6642 0.6700 0.6871 0.6730 0.7030 0.7040 0.6609
20240907-18:35:54 time_train=32005 time_c_quizzes=0
20240907-18:35:54 no_c_quiz
20240907-18:35:54 training model 2 (accuracy 0.6608260273933411)
20240907-18:35:54 training model 9 (accuracy 0.6608695387840271)
20240907-18:37:58 train_loss 159 model 2 0.01957808409864083
20240907-18:37:58 train_loss 159 model 9 0.01939177919307258
20240907-18:38:00 test_loss 159 model 2 0.014512732965522445
20240907-18:38:00 test_loss 159 model 9 0.011258912808261811
20240907-18:39:03 test_accuracy 159 model 2 nb_correct 534 / 813 (65.68%)
20240907-18:39:12 test_accuracy 159 model 9 nb_correct 486 / 793 (61.29%)
20240907-18:39:13 wrote ae_000.pth
20240907-18:39:14 wrote ae_001.pth
20240907-18:39:14 wrote ae_002.pth
20240907-18:39:15 wrote ae_003.pth
20240907-18:39:16 wrote ae_004.pth
20240907-18:39:16 wrote ae_005.pth
20240907-18:39:17 wrote ae_006.pth
20240907-18:39:18 wrote ae_007.pth
20240907-18:39:18 wrote ae_008.pth
20240907-18:39:19 wrote ae_009.pth
20240907-18:39:19 epoch_duration 3min25s next_finish 18:42:45
20240907-18:39:19 wrote state.pth
20240907-18:39:19 --- epoch 160 ----------------------------------------
20240907-18:39:19 current_test_accuracies 0.6887 0.6924 0.6568 0.6642 0.6700 0.6871 0.6730 0.7030 0.7040 0.6129
20240907-18:39:19 time_train=32203 time_c_quizzes=0
20240907-18:39:19 no_c_quiz
20240907-18:39:19 training model 9 (accuracy 0.6128625273704529)
20240907-18:39:19 training model 2 (accuracy 0.6568265557289124)
20240907-18:41:24 train_loss 160 model 2 0.018903926482016685
20240907-18:41:24 train_loss 160 model 9 0.01948701335134683
20240907-18:41:26 test_loss 160 model 2 0.009504715599177871
20240907-18:41:26 test_loss 160 model 9 0.01109948941739276
20240907-18:42:24 test_accuracy 160 model 2 nb_correct 565 / 824 (68.57%)
20240907-18:42:34 test_accuracy 160 model 9 nb_correct 529 / 792 (66.79%)
20240907-18:42:35 wrote ae_000.pth
20240907-18:42:35 wrote ae_001.pth
20240907-18:42:36 wrote ae_002.pth
20240907-18:42:37 wrote ae_003.pth
20240907-18:42:37 wrote ae_004.pth
20240907-18:42:38 wrote ae_005.pth
20240907-18:42:39 wrote ae_006.pth
20240907-18:42:39 wrote ae_007.pth
20240907-18:42:40 wrote ae_008.pth
20240907-18:42:41 wrote ae_009.pth
20240907-18:42:41 epoch_duration 3min21s next_finish 18:46:03
20240907-18:42:41 wrote state.pth
20240907-18:42:41 --- epoch 161 ----------------------------------------
20240907-18:42:41 current_test_accuracies 0.6887 0.6924 0.6857 0.6642 0.6700 0.6871 0.6730 0.7030 0.7040 0.6679
20240907-18:42:41 time_train=32397 time_c_quizzes=0
20240907-18:42:41 no_c_quiz
20240907-18:42:41 training model 3 (accuracy 0.6641790866851807)
20240907-18:42:41 training model 9 (accuracy 0.6679292917251587)
20240907-18:44:46 train_loss 161 model 3 0.019265769890742378
20240907-18:44:46 train_loss 161 model 9 0.019186596269195434
20240907-18:44:47 test_loss 161 model 3 0.012630601265118457
20240907-18:44:47 test_loss 161 model 9 0.01061686112807365
20240907-18:45:50 test_accuracy 161 model 9 nb_correct 532 / 794 (67.00%)
20240907-18:45:51 test_accuracy 161 model 3 nb_correct 552 / 798 (69.17%)
20240907-18:45:52 wrote ae_000.pth
20240907-18:45:52 wrote ae_001.pth
20240907-18:45:53 wrote ae_002.pth
20240907-18:45:54 wrote ae_003.pth
20240907-18:45:54 wrote ae_004.pth
20240907-18:45:55 wrote ae_005.pth
20240907-18:45:56 wrote ae_006.pth
20240907-18:45:56 wrote ae_007.pth
20240907-18:45:57 wrote ae_008.pth
20240907-18:45:58 wrote ae_009.pth
20240907-18:45:58 epoch_duration 3min16s next_finish 18:49:15
20240907-18:45:58 wrote state.pth
20240907-18:45:58 --- epoch 162 ----------------------------------------
20240907-18:45:58 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.6700 0.6871 0.6730 0.7030 0.7040 0.6700
20240907-18:45:58 time_train=32587 time_c_quizzes=0
20240907-18:45:58 no_c_quiz
20240907-18:45:58 training model 4 (accuracy 0.6699629426002502)
20240907-18:45:58 training model 9 (accuracy 0.6700251698493958)
20240907-18:48:03 train_loss 162 model 9 0.019190482546342535
20240907-18:48:03 train_loss 162 model 4 0.018714894682285377
20240907-18:48:04 test_loss 162 model 9 0.014183035891619511
20240907-18:48:04 test_loss 162 model 4 0.013124112065997905
20240907-18:49:10 test_accuracy 162 model 4 nb_correct 489 / 784 (62.37%)
20240907-18:49:11 test_accuracy 162 model 9 nb_correct 489 / 795 (61.51%)
20240907-18:49:12 wrote ae_000.pth
20240907-18:49:12 wrote ae_001.pth
20240907-18:49:13 wrote ae_002.pth
20240907-18:49:14 wrote ae_003.pth
20240907-18:49:15 wrote ae_004.pth
20240907-18:49:15 wrote ae_005.pth
20240907-18:49:16 wrote ae_006.pth
20240907-18:49:17 wrote ae_007.pth
20240907-18:49:17 wrote ae_008.pth
20240907-18:49:18 wrote ae_009.pth
20240907-18:49:18 epoch_duration 3min20s next_finish 18:52:38
20240907-18:49:18 wrote state.pth
20240907-18:49:18 --- epoch 163 ----------------------------------------
20240907-18:49:18 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.6237 0.6871 0.6730 0.7030 0.7040 0.6151
20240907-18:49:18 time_train=32780 time_c_quizzes=0
20240907-18:49:18 no_c_quiz
20240907-18:49:18 training model 9 (accuracy 0.6150943636894226)
20240907-18:49:18 training model 4 (accuracy 0.6237244606018066)
20240907-18:51:23 train_loss 163 model 9 0.018293546767672524
20240907-18:51:23 train_loss 163 model 4 0.017565888407756573
20240907-18:51:25 test_loss 163 model 9 0.016590439210995102
20240907-18:51:25 test_loss 163 model 4 0.016679433593526482
20240907-18:52:29 test_accuracy 163 model 9 nb_correct 480 / 789 (60.84%)
20240907-18:52:32 test_accuracy 163 model 4 nb_correct 499 / 792 (63.01%)
20240907-18:52:32 wrote ae_000.pth
20240907-18:52:33 wrote ae_001.pth
20240907-18:52:34 wrote ae_002.pth
20240907-18:52:34 wrote ae_003.pth
20240907-18:52:35 wrote ae_004.pth
20240907-18:52:36 wrote ae_005.pth
20240907-18:52:37 wrote ae_006.pth
20240907-18:52:37 wrote ae_007.pth
20240907-18:52:38 wrote ae_008.pth
20240907-18:52:39 wrote ae_009.pth
20240907-18:52:39 epoch_duration 3min20s next_finish 18:55:59
20240907-18:52:39 wrote state.pth
20240907-18:52:39 --- epoch 164 ----------------------------------------
20240907-18:52:39 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.6301 0.6871 0.6730 0.7030 0.7040 0.6084
20240907-18:52:39 time_train=32973 time_c_quizzes=0
20240907-18:52:39 no_c_quiz
20240907-18:52:39 training model 9 (accuracy 0.608364999294281)
20240907-18:52:39 training model 4 (accuracy 0.6300504803657532)
20240907-18:54:43 train_loss 164 model 4 0.018993201273784507
20240907-18:54:43 train_loss 164 model 9 0.019231785607407802
20240907-18:54:45 test_loss 164 model 4 0.01565381859400077
20240907-18:54:45 test_loss 164 model 9 0.0155647895851871
20240907-18:55:46 test_accuracy 164 model 4 nb_correct 582 / 807 (72.12%)
20240907-18:55:53 test_accuracy 164 model 9 nb_correct 450 / 791 (56.89%)
20240907-18:55:54 wrote ae_000.pth
20240907-18:55:55 wrote ae_001.pth
20240907-18:55:55 wrote ae_002.pth
20240907-18:55:56 wrote ae_003.pth
20240907-18:55:57 wrote ae_004.pth
20240907-18:55:57 wrote ae_005.pth
20240907-18:55:58 wrote ae_006.pth
20240907-18:55:59 wrote ae_007.pth
20240907-18:55:59 wrote ae_008.pth
20240907-18:56:00 wrote ae_009.pth
20240907-18:56:00 epoch_duration 3min21s next_finish 18:59:21
20240907-18:56:00 wrote state.pth
20240907-18:56:00 --- epoch 165 ----------------------------------------
20240907-18:56:00 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.7212 0.6871 0.6730 0.7030 0.7040 0.5689
20240907-18:56:00 time_train=33167 time_c_quizzes=0
20240907-18:56:00 no_c_quiz
20240907-18:56:00 training model 9 (accuracy 0.5689001083374023)
20240907-18:56:00 training model 6 (accuracy 0.6729797720909119)
20240907-18:58:05 train_loss 165 model 9 0.01779396934551187
20240907-18:58:05 train_loss 165 model 6 0.018860226349643197
20240907-18:58:06 test_loss 165 model 9 0.013321382549838745
20240907-18:58:07 test_loss 165 model 6 0.014113687553617638
20240907-18:59:09 test_accuracy 165 model 9 nb_correct 544 / 794 (68.51%)
20240907-18:59:10 test_accuracy 165 model 6 nb_correct 503 / 786 (63.99%)
20240907-18:59:11 wrote ae_000.pth
20240907-18:59:12 wrote ae_001.pth
20240907-18:59:12 wrote ae_002.pth
20240907-18:59:13 wrote ae_003.pth
20240907-18:59:14 wrote ae_004.pth
20240907-18:59:14 wrote ae_005.pth
20240907-18:59:15 wrote ae_006.pth
20240907-18:59:16 wrote ae_007.pth
20240907-18:59:16 wrote ae_008.pth
20240907-18:59:17 wrote ae_009.pth
20240907-18:59:17 epoch_duration 3min17s next_finish 19:02:34
20240907-18:59:17 wrote state.pth
20240907-18:59:17 --- epoch 166 ----------------------------------------
20240907-18:59:17 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.7212 0.6871 0.6399 0.7030 0.7040 0.6851
20240907-18:59:17 time_train=33357 time_c_quizzes=0
20240907-18:59:17 no_c_quiz
20240907-18:59:17 training model 6 (accuracy 0.6399490833282471)
20240907-18:59:17 training model 9 (accuracy 0.6851385235786438)
20240907-19:01:22 train_loss 166 model 9 0.01739563220605487
20240907-19:01:22 train_loss 166 model 6 0.017388452456623783
20240907-19:01:24 test_loss 166 model 9 0.012707913684425875
20240907-19:01:24 test_loss 166 model 6 0.014926478257984854
20240907-19:02:21 test_accuracy 166 model 9 nb_correct 567 / 799 (70.96%)
20240907-19:02:26 test_accuracy 166 model 6 nb_correct 559 / 788 (70.94%)
20240907-19:02:27 wrote ae_000.pth
20240907-19:02:28 wrote ae_001.pth
20240907-19:02:28 wrote ae_002.pth
20240907-19:02:29 wrote ae_003.pth
20240907-19:02:29 wrote ae_004.pth
20240907-19:02:30 wrote ae_005.pth
20240907-19:02:31 wrote ae_006.pth
20240907-19:02:31 wrote ae_007.pth
20240907-19:02:32 wrote ae_008.pth
20240907-19:02:33 wrote ae_009.pth
20240907-19:02:33 epoch_duration 3min15s next_finish 19:05:48
20240907-19:02:33 wrote state.pth
20240907-19:02:33 --- epoch 167 ----------------------------------------
20240907-19:02:33 current_test_accuracies 0.6887 0.6924 0.6857 0.6917 0.7212 0.6871 0.7094 0.7030 0.7040 0.7096
20240907-19:02:33 time_train=33546 time_c_quizzes=0
20240907-19:02:33 no_c_quiz
20240907-19:02:33 training model 2 (accuracy 0.6856796145439148)
20240907-19:02:33 training model 5 (accuracy 0.6871088743209839)
20240907-19:04:38 train_loss 167 model 5 0.018373942056146918
20240907-19:04:38 train_loss 167 model 2 0.019454433267994318
20240907-19:04:39 test_loss 167 model 5 0.010922722558461828
20240907-19:04:39 test_loss 167 model 2 0.017528972261061426
20240907-19:05:41 test_accuracy 167 model 5 nb_correct 579 / 819 (70.70%)
20240907-19:05:43 test_accuracy 167 model 2 nb_correct 515 / 795 (64.78%)
20240907-19:05:44 wrote ae_000.pth
20240907-19:05:44 wrote ae_001.pth
20240907-19:05:45 wrote ae_002.pth
20240907-19:05:46 wrote ae_003.pth
20240907-19:05:46 wrote ae_004.pth
20240907-19:05:47 wrote ae_005.pth
20240907-19:05:48 wrote ae_006.pth
20240907-19:05:48 wrote ae_007.pth
20240907-19:05:49 wrote ae_008.pth
20240907-19:05:50 wrote ae_009.pth
20240907-19:05:50 epoch_duration 3min16s next_finish 19:09:07
20240907-19:05:50 wrote state.pth
20240907-19:05:50 --- epoch 168 ----------------------------------------
20240907-19:05:50 current_test_accuracies 0.6887 0.6924 0.6478 0.6917 0.7212 0.7070 0.7094 0.7030 0.7040 0.7096
20240907-19:05:50 time_train=33736 time_c_quizzes=0
20240907-19:05:50 no_c_quiz
20240907-19:05:50 training model 2 (accuracy 0.6477987170219421)
20240907-19:05:50 training model 0 (accuracy 0.6886674761772156)
20240907-19:07:55 train_loss 168 model 2 0.01711150800861651
20240907-19:07:55 train_loss 168 model 0 0.01913937958702445
20240907-19:07:56 test_loss 168 model 2 0.012268558944924735
20240907-19:07:56 test_loss 168 model 0 0.014403630204105866
20240907-19:08:54 test_accuracy 168 model 0 nb_correct 572 / 802 (71.32%)
20240907-19:09:01 test_accuracy 168 model 2 nb_correct 578 / 818 (70.66%)
20240907-19:09:01 wrote ae_000.pth
20240907-19:09:02 wrote ae_001.pth
20240907-19:09:03 wrote ae_002.pth
20240907-19:09:03 wrote ae_003.pth
20240907-19:09:04 wrote ae_004.pth
20240907-19:09:05 wrote ae_005.pth
20240907-19:09:05 wrote ae_006.pth
20240907-19:09:06 wrote ae_007.pth
20240907-19:09:07 wrote ae_008.pth
20240907-19:09:07 wrote ae_009.pth
20240907-19:09:07 epoch_duration 3min17s next_finish 19:12:25
20240907-19:09:07 wrote state.pth
20240907-19:09:07 --- epoch 169 ----------------------------------------
20240907-19:09:07 current_test_accuracies 0.7132 0.6924 0.7066 0.6917 0.7212 0.7070 0.7094 0.7030 0.7040 0.7096
20240907-19:09:07 time_train=33926 time_c_quizzes=0
20240907-19:09:07 no_c_quiz
20240907-19:09:07 training model 3 (accuracy 0.6917293071746826)
20240907-19:09:07 training model 1 (accuracy 0.6924034953117371)
20240907-19:11:12 train_loss 169 model 1 0.01947082323144423
20240907-19:11:12 train_loss 169 model 3 0.018454732363461516
20240907-19:11:14 test_loss 169 model 1 0.0169910959986737
20240907-19:11:14 test_loss 169 model 3 0.012214513577055186
20240907-19:12:19 test_accuracy 169 model 3 nb_correct 571 / 801 (71.29%)
20240907-19:12:25 test_accuracy 169 model 1 nb_correct 484 / 785 (61.66%)
20240907-19:12:26 wrote ae_000.pth
20240907-19:12:27 wrote ae_001.pth
20240907-19:12:27 wrote ae_002.pth
20240907-19:12:28 wrote ae_003.pth
20240907-19:12:29 wrote ae_004.pth
20240907-19:12:29 wrote ae_005.pth
20240907-19:12:30 wrote ae_006.pth
20240907-19:12:31 wrote ae_007.pth
20240907-19:12:31 wrote ae_008.pth
20240907-19:12:32 wrote ae_009.pth
20240907-19:12:32 epoch_duration 3min24s next_finish 19:15:56
20240907-19:12:32 wrote state.pth
20240907-19:12:32 --- epoch 170 ----------------------------------------
20240907-19:12:32 current_test_accuracies 0.7132 0.6166 0.7066 0.7129 0.7212 0.7070 0.7094 0.7030 0.7040 0.7096
20240907-19:12:32 time_train=34123 time_c_quizzes=0
20240907-19:12:32 no_c_quiz
20240907-19:12:32 training model 1 (accuracy 0.6165605187416077)
20240907-19:12:32 training model 7 (accuracy 0.7029703259468079)
20240907-19:14:37 train_loss 170 model 1 0.018285074141516817
20240907-19:14:37 train_loss 170 model 7 0.01854567422356922
20240907-19:14:38 test_loss 170 model 1 0.014475483396381605
20240907-19:14:38 test_loss 170 model 7 0.01358860899345018
20240907-19:15:38 test_accuracy 170 model 7 nb_correct 520 / 807 (64.44%)
20240907-19:15:41 test_accuracy 170 model 1 nb_correct 534 / 804 (66.42%)
20240907-19:15:41 wrote ae_000.pth
20240907-19:15:42 wrote ae_001.pth
20240907-19:15:43 wrote ae_002.pth
20240907-19:15:44 wrote ae_003.pth
20240907-19:15:44 wrote ae_004.pth
20240907-19:15:45 wrote ae_005.pth
20240907-19:15:46 wrote ae_006.pth
20240907-19:15:46 wrote ae_007.pth
20240907-19:15:47 wrote ae_008.pth
20240907-19:15:48 wrote ae_009.pth
20240907-19:15:48 epoch_duration 3min15s next_finish 19:19:03
20240907-19:15:48 wrote state.pth
20240907-19:15:48 --- epoch 171 ----------------------------------------
20240907-19:15:48 current_test_accuracies 0.7132 0.6642 0.7066 0.7129 0.7212 0.7070 0.7094 0.6444 0.7040 0.7096
20240907-19:15:48 time_train=34311 time_c_quizzes=0
20240907-19:15:48 no_c_quiz
20240907-19:15:48 training model 7 (accuracy 0.6443618535995483)
20240907-19:15:48 training model 1 (accuracy 0.6641790866851807)
20240907-19:17:52 train_loss 171 model 1 0.018526291371672415
20240907-19:17:53 train_loss 171 model 7 0.01965937784279231
20240907-19:17:54 test_loss 171 model 1 0.013817235910391901
20240907-19:17:54 test_loss 171 model 7 0.012730121090135072
20240907-19:18:52 test_accuracy 171 model 7 nb_correct 555 / 802 (69.20%)
20240907-19:18:55 test_accuracy 171 model 1 nb_correct 492 / 785 (62.68%)
20240907-19:18:56 wrote ae_000.pth
20240907-19:18:57 wrote ae_001.pth
20240907-19:18:57 wrote ae_002.pth
20240907-19:18:58 wrote ae_003.pth
20240907-19:18:59 wrote ae_004.pth
20240907-19:18:59 wrote ae_005.pth
20240907-19:19:00 wrote ae_006.pth
20240907-19:19:01 wrote ae_007.pth
20240907-19:19:01 wrote ae_008.pth
20240907-19:19:02 wrote ae_009.pth
20240907-19:19:02 epoch_duration 3min14s next_finish 19:22:16
20240907-19:19:02 wrote state.pth
20240907-19:19:02 --- epoch 172 ----------------------------------------
20240907-19:19:02 current_test_accuracies 0.7132 0.6268 0.7066 0.7129 0.7212 0.7070 0.7094 0.6920 0.7040 0.7096
20240907-19:19:02 time_train=34498 time_c_quizzes=0
20240907-19:19:02 no_c_quiz
20240907-19:19:02 training model 1 (accuracy 0.6267516016960144)
20240907-19:19:02 training model 7 (accuracy 0.6920199394226074)
20240907-19:21:07 train_loss 172 model 1 0.018303358319506514
20240907-19:21:07 train_loss 172 model 7 0.018236571850138716
20240907-19:21:09 test_loss 172 model 1 0.014236808716668747
20240907-19:21:09 test_loss 172 model 7 0.013203540656832047
20240907-19:22:10 test_accuracy 172 model 1 nb_correct 530 / 802 (66.08%)
20240907-19:22:11 test_accuracy 172 model 7 nb_correct 582 / 817 (71.24%)
20240907-19:22:11 wrote ae_000.pth
20240907-19:22:12 wrote ae_001.pth
20240907-19:22:13 wrote ae_002.pth
20240907-19:22:13 wrote ae_003.pth
20240907-19:22:14 wrote ae_004.pth
20240907-19:22:14 wrote ae_005.pth
20240907-19:22:15 wrote ae_006.pth
20240907-19:22:16 wrote ae_007.pth
20240907-19:22:16 wrote ae_008.pth
20240907-19:22:17 wrote ae_009.pth
20240907-19:22:17 epoch_duration 3min15s next_finish 19:25:32
20240907-19:22:17 wrote state.pth
20240907-19:22:17 --- epoch 173 ----------------------------------------
20240907-19:22:17 current_test_accuracies 0.7132 0.6608 0.7066 0.7129 0.7212 0.7070 0.7094 0.7124 0.7040 0.7096
20240907-19:22:17 time_train=34686 time_c_quizzes=0
20240907-19:22:17 no_c_quiz
20240907-19:22:17 training model 1 (accuracy 0.6608479022979736)
20240907-19:22:17 training model 8 (accuracy 0.7039800882339478)
20240907-19:24:22 train_loss 173 model 8 0.01835213961044792
20240907-19:24:22 train_loss 173 model 1 0.018036093500326388
20240907-19:24:24 test_loss 173 model 8 0.012891919991670876
20240907-19:24:24 test_loss 173 model 1 0.013445740842144005
20240907-19:25:20 test_accuracy 173 model 8 nb_correct 521 / 799 (65.21%)
20240907-19:25:21 test_accuracy 173 model 1 nb_correct 596 / 811 (73.49%)
20240907-19:25:22 wrote ae_000.pth
20240907-19:25:23 wrote ae_001.pth
20240907-19:25:24 wrote ae_002.pth
20240907-19:25:24 wrote ae_003.pth
20240907-19:25:25 wrote ae_004.pth
20240907-19:25:26 wrote ae_005.pth
20240907-19:25:26 wrote ae_006.pth
20240907-19:25:27 wrote ae_007.pth
20240907-19:25:28 wrote ae_008.pth
20240907-19:25:28 wrote ae_009.pth
20240907-19:25:28 epoch_duration 3min11s next_finish 19:28:39
20240907-19:25:28 wrote state.pth
20240907-19:25:28 --- epoch 174 ----------------------------------------
20240907-19:25:28 current_test_accuracies 0.7132 0.7349 0.7066 0.7129 0.7212 0.7070 0.7094 0.7124 0.6521 0.7096
20240907-19:25:28 time_train=34870 time_c_quizzes=0
20240907-19:25:28 no_c_quiz
20240907-19:25:28 training model 8 (accuracy 0.652065098285675)
20240907-19:25:28 training model 2 (accuracy 0.7066014409065247)
20240907-19:27:33 train_loss 174 model 2 0.017710537840903273
20240907-19:27:33 train_loss 174 model 8 0.01780497053451836
20240907-19:27:34 test_loss 174 model 2 0.014122467012202832
20240907-19:27:34 test_loss 174 model 8 0.011840267284605943
20240907-19:28:29 test_accuracy 174 model 8 nb_correct 539 / 783 (68.84%)
20240907-19:28:34 test_accuracy 174 model 2 nb_correct 560 / 813 (68.88%)
20240907-19:28:35 wrote ae_000.pth
20240907-19:28:35 wrote ae_001.pth
20240907-19:28:36 wrote ae_002.pth
20240907-19:28:37 wrote ae_003.pth
20240907-19:28:37 wrote ae_004.pth
20240907-19:28:38 wrote ae_005.pth
20240907-19:28:39 wrote ae_006.pth
20240907-19:28:39 wrote ae_007.pth
20240907-19:28:40 wrote ae_008.pth
20240907-19:28:41 wrote ae_009.pth
20240907-19:28:41 epoch_duration 3min12s next_finish 19:31:53
20240907-19:28:41 wrote state.pth
20240907-19:28:41 --- epoch 175 ----------------------------------------
20240907-19:28:41 current_test_accuracies 0.7132 0.7349 0.6888 0.7129 0.7212 0.7070 0.7094 0.7124 0.6884 0.7096
20240907-19:28:41 time_train=35055 time_c_quizzes=0
20240907-19:28:41 no_c_quiz
20240907-19:28:41 training model 8 (accuracy 0.6883780360221863)
20240907-19:28:41 training model 2 (accuracy 0.6888068914413452)
20240907-19:30:45 train_loss 175 model 8 0.017960122267424595
20240907-19:30:46 train_loss 175 model 2 0.018397247732267714
20240907-19:30:47 test_loss 175 model 8 0.015453726905980148
20240907-19:30:47 test_loss 175 model 2 0.012771364652144257
20240907-19:31:46 test_accuracy 175 model 2 nb_correct 589 / 795 (74.09%)
20240907-19:31:51 test_accuracy 175 model 8 nb_correct 481 / 791 (60.81%)
20240907-19:31:51 wrote ae_000.pth
20240907-19:31:52 wrote ae_001.pth
20240907-19:31:53 wrote ae_002.pth
20240907-19:31:53 wrote ae_003.pth
20240907-19:31:54 wrote ae_004.pth
20240907-19:31:55 wrote ae_005.pth
20240907-19:31:55 wrote ae_006.pth
20240907-19:31:56 wrote ae_007.pth
20240907-19:31:57 wrote ae_008.pth
20240907-19:31:57 wrote ae_009.pth
20240907-19:31:57 epoch_duration 3min16s next_finish 19:35:14
20240907-19:31:57 wrote state.pth
20240907-19:31:57 --- epoch 176 ----------------------------------------
20240907-19:31:57 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7070 0.7094 0.7124 0.6081 0.7096
20240907-19:31:57 time_train=35244 time_c_quizzes=0
20240907-19:31:57 no_c_quiz
20240907-19:31:57 training model 8 (accuracy 0.6080909967422485)
20240907-19:31:57 training model 5 (accuracy 0.7069597244262695)
20240907-19:34:02 train_loss 176 model 5 0.018334113195538522
20240907-19:34:02 train_loss 176 model 8 0.01730574221620918
20240907-19:34:04 test_loss 176 model 5 0.013409869476163294
20240907-19:34:04 test_loss 176 model 8 0.010547927291190718
20240907-19:34:55 test_accuracy 176 model 8 nb_correct 561 / 794 (70.65%)
20240907-19:35:13 test_accuracy 176 model 5 nb_correct 492 / 814 (60.44%)
20240907-19:35:13 wrote ae_000.pth
20240907-19:35:14 wrote ae_001.pth
20240907-19:35:15 wrote ae_002.pth
20240907-19:35:15 wrote ae_003.pth
20240907-19:35:16 wrote ae_004.pth
20240907-19:35:17 wrote ae_005.pth
20240907-19:35:17 wrote ae_006.pth
20240907-19:35:18 wrote ae_007.pth
20240907-19:35:19 wrote ae_008.pth
20240907-19:35:19 wrote ae_009.pth
20240907-19:35:19 epoch_duration 3min22s next_finish 19:38:42
20240907-19:35:19 wrote state.pth
20240907-19:35:19 --- epoch 177 ----------------------------------------
20240907-19:35:19 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.6044 0.7094 0.7124 0.7065 0.7096
20240907-19:35:19 time_train=35439 time_c_quizzes=0
20240907-19:35:19 no_c_quiz
20240907-19:35:19 training model 5 (accuracy 0.6044226288795471)
20240907-19:35:19 training model 8 (accuracy 0.7065491080284119)
20240907-19:37:25 train_loss 177 model 8 0.017095692548085937
20240907-19:37:25 train_loss 177 model 5 0.018054028339567593
20240907-19:37:26 test_loss 177 model 8 0.011272155024926178
20240907-19:37:26 test_loss 177 model 5 0.0176785190073133
20240907-19:38:28 test_accuracy 177 model 8 nb_correct 549 / 795 (69.06%)
20240907-19:38:33 test_accuracy 177 model 5 nb_correct 539 / 798 (67.54%)
20240907-19:38:33 wrote ae_000.pth
20240907-19:38:34 wrote ae_001.pth
20240907-19:38:35 wrote ae_002.pth
20240907-19:38:35 wrote ae_003.pth
20240907-19:38:36 wrote ae_004.pth
20240907-19:38:37 wrote ae_005.pth
20240907-19:38:37 wrote ae_006.pth
20240907-19:38:38 wrote ae_007.pth
20240907-19:38:39 wrote ae_008.pth
20240907-19:38:39 wrote ae_009.pth
20240907-19:38:39 epoch_duration 3min19s next_finish 19:41:59
20240907-19:38:39 wrote state.pth
20240907-19:38:39 --- epoch 178 ----------------------------------------
20240907-19:38:39 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.6754 0.7094 0.7124 0.6906 0.7096
20240907-19:38:39 time_train=35632 time_c_quizzes=0
20240907-19:38:39 no_c_quiz
20240907-19:38:39 training model 5 (accuracy 0.6754385828971863)
20240907-19:38:39 training model 8 (accuracy 0.6905660629272461)
20240907-19:40:44 train_loss 178 model 8 0.017476510739244985
20240907-19:40:44 train_loss 178 model 5 0.018148847580800067
20240907-19:40:46 test_loss 178 model 8 0.011866062961962598
20240907-19:40:46 test_loss 178 model 5 0.012638406449696049
20240907-19:41:45 test_accuracy 178 model 5 nb_correct 567 / 800 (70.88%)
20240907-19:41:50 test_accuracy 178 model 8 nb_correct 576 / 804 (71.64%)
20240907-19:41:51 wrote ae_000.pth
20240907-19:41:51 wrote ae_001.pth
20240907-19:41:52 wrote ae_002.pth
20240907-19:41:53 wrote ae_003.pth
20240907-19:41:53 wrote ae_004.pth
20240907-19:41:54 wrote ae_005.pth
20240907-19:41:55 wrote ae_006.pth
20240907-19:41:55 wrote ae_007.pth
20240907-19:41:56 wrote ae_008.pth
20240907-19:41:57 wrote ae_009.pth
20240907-19:41:57 epoch_duration 3min17s next_finish 19:45:14
20240907-19:41:57 wrote state.pth
20240907-19:41:57 --- epoch 179 ----------------------------------------
20240907-19:41:57 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7088 0.7094 0.7124 0.7164 0.7096
20240907-19:41:57 time_train=35822 time_c_quizzes=0
20240907-19:41:57 no_c_quiz
20240907-19:41:57 training model 5 (accuracy 0.7087500095367432)
20240907-19:41:57 training model 6 (accuracy 0.7093908786773682)
20240907-19:44:02 train_loss 179 model 5 0.017758975981443655
20240907-19:44:02 train_loss 179 model 6 0.01871068670877139
20240907-19:44:03 test_loss 179 model 5 0.01444437730788195
20240907-19:44:03 test_loss 179 model 6 0.01377476828347426
20240907-19:45:00 test_accuracy 179 model 5 nb_correct 598 / 820 (72.93%)
20240907-19:45:11 test_accuracy 179 model 6 nb_correct 530 / 792 (66.92%)
20240907-19:45:12 wrote ae_000.pth
20240907-19:45:13 wrote ae_001.pth
20240907-19:45:13 wrote ae_002.pth
20240907-19:45:14 wrote ae_003.pth
20240907-19:45:15 wrote ae_004.pth
20240907-19:45:15 wrote ae_005.pth
20240907-19:45:16 wrote ae_006.pth
20240907-19:45:17 wrote ae_007.pth
20240907-19:45:17 wrote ae_008.pth
20240907-19:45:18 wrote ae_009.pth
20240907-19:45:18 epoch_duration 3min21s next_finish 19:48:39
20240907-19:45:18 wrote state.pth
20240907-19:45:18 --- epoch 180 ----------------------------------------
20240907-19:45:18 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7293 0.6692 0.7124 0.7164 0.7096
20240907-19:45:18 time_train=36016 time_c_quizzes=0
20240907-19:45:18 no_c_quiz
20240907-19:45:18 training model 6 (accuracy 0.6691918969154358)
20240907-19:45:18 training model 9 (accuracy 0.7096370458602905)
20240907-19:47:22 train_loss 180 model 9 0.017306387320393697
20240907-19:47:22 train_loss 180 model 6 0.017465278646413937
20240907-19:47:24 test_loss 180 model 9 0.01449746185389813
20240907-19:47:24 test_loss 180 model 6 0.01271679458732251
20240907-19:48:26 test_accuracy 180 model 6 nb_correct 507 / 794 (63.85%)
20240907-19:48:30 test_accuracy 180 model 9 nb_correct 510 / 801 (63.67%)
20240907-19:48:31 wrote ae_000.pth
20240907-19:48:31 wrote ae_001.pth
20240907-19:48:32 wrote ae_002.pth
20240907-19:48:33 wrote ae_003.pth
20240907-19:48:33 wrote ae_004.pth
20240907-19:48:34 wrote ae_005.pth
20240907-19:48:35 wrote ae_006.pth
20240907-19:48:36 wrote ae_007.pth
20240907-19:48:36 wrote ae_008.pth
20240907-19:48:37 wrote ae_009.pth
20240907-19:48:37 epoch_duration 3min18s next_finish 19:51:56
20240907-19:48:37 wrote state.pth
20240907-19:48:37 --- epoch 181 ----------------------------------------
20240907-19:48:37 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7293 0.6385 0.7124 0.7164 0.6367
20240907-19:48:37 time_train=36208 time_c_quizzes=0
20240907-19:48:37 no_c_quiz
20240907-19:48:37 training model 9 (accuracy 0.63670414686203)
20240907-19:48:37 training model 6 (accuracy 0.6385390162467957)
20240907-19:50:41 train_loss 181 model 6 0.017593659451173152
20240907-19:50:42 train_loss 181 model 9 0.01776410964294337
20240907-19:50:43 test_loss 181 model 6 0.013378826830012258
20240907-19:50:43 test_loss 181 model 9 0.013487933267606422
20240907-19:51:46 test_accuracy 181 model 9 nb_correct 581 / 803 (72.35%)
20240907-19:51:50 test_accuracy 181 model 6 nb_correct 534 / 778 (68.64%)
20240907-19:51:51 wrote ae_000.pth
20240907-19:51:52 wrote ae_001.pth
20240907-19:51:53 wrote ae_002.pth
20240907-19:51:53 wrote ae_003.pth
20240907-19:51:54 wrote ae_004.pth
20240907-19:51:55 wrote ae_005.pth
20240907-19:51:55 wrote ae_006.pth
20240907-19:51:56 wrote ae_007.pth
20240907-19:51:57 wrote ae_008.pth
20240907-19:51:57 wrote ae_009.pth
20240907-19:51:57 epoch_duration 3min20s next_finish 19:55:18
20240907-19:51:57 wrote state.pth
20240907-19:51:57 --- epoch 182 ----------------------------------------
20240907-19:51:57 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7293 0.6864 0.7124 0.7164 0.7235
20240907-19:51:57 time_train=36401 time_c_quizzes=0
20240907-19:51:57 no_c_quiz
20240907-19:51:57 training model 6 (accuracy 0.6863753199577332)
20240907-19:51:57 training model 7 (accuracy 0.7123622894287109)
20240907-19:54:02 train_loss 182 model 7 0.018615628063096665
20240907-19:54:02 train_loss 182 model 6 0.017949848459044005
20240907-19:54:04 test_loss 182 model 7 0.012108783943403978
20240907-19:54:04 test_loss 182 model 6 0.019454476194368908
20240907-19:55:01 test_accuracy 182 model 6 nb_correct 516 / 790 (65.32%)
20240907-19:55:05 test_accuracy 182 model 7 nb_correct 567 / 797 (71.14%)
20240907-19:55:06 wrote ae_000.pth
20240907-19:55:07 wrote ae_001.pth
20240907-19:55:07 wrote ae_002.pth
20240907-19:55:08 wrote ae_003.pth
20240907-19:55:09 wrote ae_004.pth
20240907-19:55:09 wrote ae_005.pth
20240907-19:55:10 wrote ae_006.pth
20240907-19:55:11 wrote ae_007.pth
20240907-19:55:11 wrote ae_008.pth
20240907-19:55:12 wrote ae_009.pth
20240907-19:55:12 epoch_duration 3min14s next_finish 19:58:27
20240907-19:55:12 wrote state.pth
20240907-19:55:12 --- epoch 183 ----------------------------------------
20240907-19:55:12 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7293 0.6532 0.7114 0.7164 0.7235
20240907-19:55:12 time_train=36588 time_c_quizzes=0
20240907-19:55:12 no_c_quiz
20240907-19:55:12 training model 6 (accuracy 0.6531645655632019)
20240907-19:55:12 training model 7 (accuracy 0.7114177942276001)
20240907-19:57:17 train_loss 183 model 7 0.018512645244598388
20240907-19:57:17 train_loss 183 model 6 0.016638708157464863
20240907-19:57:19 test_loss 183 model 7 0.011641424148547231
20240907-19:57:19 test_loss 183 model 6 0.013562452781843603
20240907-19:58:13 test_accuracy 183 model 6 nb_correct 582 / 812 (71.67%)
20240907-19:58:16 test_accuracy 183 model 7 nb_correct 545 / 811 (67.20%)
20240907-19:58:17 wrote ae_000.pth
20240907-19:58:17 wrote ae_001.pth
20240907-19:58:18 wrote ae_002.pth
20240907-19:58:19 wrote ae_003.pth
20240907-19:58:19 wrote ae_004.pth
20240907-19:58:20 wrote ae_005.pth
20240907-19:58:21 wrote ae_006.pth
20240907-19:58:21 wrote ae_007.pth
20240907-19:58:22 wrote ae_008.pth
20240907-19:58:23 wrote ae_009.pth
20240907-19:58:23 epoch_duration 3min10s next_finish 20:01:34
20240907-19:58:23 wrote state.pth
20240907-19:58:23 --- epoch 184 ----------------------------------------
20240907-19:58:23 current_test_accuracies 0.7132 0.7349 0.7409 0.7129 0.7212 0.7293 0.7167 0.6720 0.7164 0.7235
20240907-19:58:23 time_train=36771 time_c_quizzes=0
20240907-19:58:23 no_c_quiz
20240907-19:58:23 training model 7 (accuracy 0.6720098853111267)
20240907-19:58:23 training model 3 (accuracy 0.7128589153289795)
20240907-20:00:28 train_loss 184 model 3 0.018126899107941425
20240907-20:00:28 train_loss 184 model 7 0.017719812144408934
20240907-20:00:29 test_loss 184 model 3 0.01596277675416786
20240907-20:00:29 test_loss 184 model 7 0.013132074852910592
20240907-20:01:29 test_accuracy 184 model 7 nb_correct 608 / 801 (75.91%)
20240907-20:01:31 test_accuracy 184 model 3 nb_correct 543 / 796 (68.22%)
20240907-20:01:32 wrote ae_000.pth
20240907-20:01:32 wrote ae_001.pth
20240907-20:01:33 wrote ae_002.pth
20240907-20:01:34 wrote ae_003.pth
20240907-20:01:34 wrote ae_004.pth
20240907-20:01:35 wrote ae_005.pth
20240907-20:01:36 wrote ae_006.pth
20240907-20:01:36 wrote ae_007.pth
20240907-20:01:37 wrote ae_008.pth
20240907-20:01:38 wrote ae_009.pth
20240907-20:01:38 epoch_duration 3min15s next_finish 20:04:53
20240907-20:01:38 wrote state.pth
20240907-20:01:38 --- epoch 185 ----------------------------------------
20240907-20:01:38 current_test_accuracies 0.7132 0.7349 0.7409 0.6822 0.7212 0.7293 0.7167 0.7591 0.7164 0.7235
20240907-20:01:38 time_train=36959 time_c_quizzes=0
20240907-20:01:38 no_c_quiz
20240907-20:01:38 training model 3 (accuracy 0.6821607947349548)
20240907-20:01:38 training model 0 (accuracy 0.7132169604301453)
20240907-20:03:43 train_loss 185 model 0 0.019216041375533677
20240907-20:03:43 train_loss 185 model 3 0.018187668053316883
20240907-20:03:44 test_loss 185 model 0 0.010909784040268277
20240907-20:03:44 test_loss 185 model 3 0.016189627985295375
20240907-20:04:42 test_accuracy 185 model 0 nb_correct 588 / 802 (73.32%)
20240907-20:04:51 test_accuracy 185 model 3 nb_correct 544 / 788 (69.04%)
20240907-20:04:52 wrote ae_000.pth
20240907-20:04:53 wrote ae_001.pth
20240907-20:04:54 wrote ae_002.pth
20240907-20:04:54 wrote ae_003.pth
20240907-20:04:55 wrote ae_004.pth
20240907-20:04:56 wrote ae_005.pth
20240907-20:04:56 wrote ae_006.pth
20240907-20:04:57 wrote ae_007.pth
20240907-20:04:58 wrote ae_008.pth
20240907-20:04:58 wrote ae_009.pth
20240907-20:04:58 epoch_duration 3min20s next_finish 20:08:19
20240907-20:04:58 wrote state.pth
20240907-20:04:58 --- epoch 186 ----------------------------------------
20240907-20:04:58 current_test_accuracies 0.7332 0.7349 0.7409 0.6904 0.7212 0.7293 0.7167 0.7591 0.7164 0.7235
20240907-20:04:58 time_train=37152 time_c_quizzes=0
20240907-20:04:58 no_c_quiz
20240907-20:04:58 training model 3 (accuracy 0.6903553009033203)
20240907-20:04:58 training model 8 (accuracy 0.7164179086685181)
20240907-20:07:04 train_loss 186 model 3 0.01753714939049678
20240907-20:07:04 train_loss 186 model 8 0.016794229630962946
20240907-20:07:05 test_loss 186 model 3 0.011945965081395116
20240907-20:07:05 test_loss 186 model 8 0.01559198214308708
20240907-20:08:03 test_accuracy 186 model 8 nb_correct 604 / 805 (75.03%)
20240907-20:08:04 test_accuracy 186 model 3 nb_correct 551 / 778 (70.82%)
20240907-20:08:05 wrote ae_000.pth
20240907-20:08:06 wrote ae_001.pth
20240907-20:08:06 wrote ae_002.pth
20240907-20:08:07 wrote ae_003.pth
20240907-20:08:08 wrote ae_004.pth
20240907-20:08:08 wrote ae_005.pth
20240907-20:08:09 wrote ae_006.pth
20240907-20:08:10 wrote ae_007.pth
20240907-20:08:10 wrote ae_008.pth
20240907-20:08:11 wrote ae_009.pth
20240907-20:08:11 epoch_duration 3min12s next_finish 20:11:24
20240907-20:08:11 wrote state.pth
20240907-20:08:11 --- epoch 187 ----------------------------------------
20240907-20:08:11 current_test_accuracies 0.7332 0.7349 0.7409 0.7082 0.7212 0.7293 0.7167 0.7591 0.7503 0.7235
20240907-20:08:11 time_train=37337 time_c_quizzes=0
20240907-20:08:11 no_c_quiz
20240907-20:08:11 training model 3 (accuracy 0.708226203918457)
20240907-20:08:11 training model 6 (accuracy 0.7167487740516663)
20240907-20:10:16 train_loss 187 model 3 0.017773756749753376
20240907-20:10:16 train_loss 187 model 6 0.017960755137610248
20240907-20:10:18 test_loss 187 model 3 0.012893561178498204
20240907-20:10:18 test_loss 187 model 6 0.01076029426039895
20240907-20:11:17 test_accuracy 187 model 6 nb_correct 572 / 807 (70.88%)
20240907-20:11:22 test_accuracy 187 model 3 nb_correct 550 / 799 (68.84%)
20240907-20:11:23 wrote ae_000.pth
20240907-20:11:23 wrote ae_001.pth
20240907-20:11:24 wrote ae_002.pth
20240907-20:11:25 wrote ae_003.pth
20240907-20:11:25 wrote ae_004.pth
20240907-20:11:26 wrote ae_005.pth
20240907-20:11:27 wrote ae_006.pth
20240907-20:11:27 wrote ae_007.pth
20240907-20:11:28 wrote ae_008.pth
20240907-20:11:29 wrote ae_009.pth
20240907-20:11:29 epoch_duration 3min17s next_finish 20:14:46
20240907-20:11:29 wrote state.pth
20240907-20:11:29 --- epoch 188 ----------------------------------------
20240907-20:11:29 current_test_accuracies 0.7332 0.7349 0.7409 0.6884 0.7212 0.7293 0.7088 0.7591 0.7503 0.7235
20240907-20:11:29 time_train=37527 time_c_quizzes=0
20240907-20:11:29 no_c_quiz
20240907-20:11:29 training model 3 (accuracy 0.6883604526519775)
20240907-20:11:29 training model 6 (accuracy 0.7087979912757874)
20240907-20:13:34 train_loss 188 model 3 0.01801700562570477
20240907-20:13:34 train_loss 188 model 6 0.017622104478185064
20240907-20:13:35 test_loss 188 model 3 0.013394932371738832
20240907-20:13:35 test_loss 188 model 6 0.01089861072396161
20240907-20:14:32 test_accuracy 188 model 3 nb_correct 586 / 804 (72.89%)
20240907-20:14:37 test_accuracy 188 model 6 nb_correct 571 / 795 (71.82%)
20240907-20:14:38 wrote ae_000.pth
20240907-20:14:38 wrote ae_001.pth
20240907-20:14:39 wrote ae_002.pth
20240907-20:14:40 wrote ae_003.pth
20240907-20:14:40 wrote ae_004.pth
20240907-20:14:41 wrote ae_005.pth
20240907-20:14:42 wrote ae_006.pth
20240907-20:14:42 wrote ae_007.pth
20240907-20:14:43 wrote ae_008.pth
20240907-20:14:44 wrote ae_009.pth
20240907-20:14:44 epoch_duration 3min14s next_finish 20:17:58
20240907-20:14:44 wrote state.pth
20240907-20:14:44 --- epoch 189 ----------------------------------------
20240907-20:14:44 current_test_accuracies 0.7332 0.7349 0.7409 0.7289 0.7212 0.7293 0.7182 0.7591 0.7503 0.7235
20240907-20:14:44 time_train=37715 time_c_quizzes=0
20240907-20:14:44 no_c_quiz
20240907-20:14:44 training model 6 (accuracy 0.7182390093803406)
20240907-20:14:44 training model 4 (accuracy 0.7211896181106567)
20240907-20:16:48 train_loss 189 model 4 0.01739806762995431
20240907-20:16:48 train_loss 189 model 6 0.01679755863250466
20240907-20:16:50 test_loss 189 model 4 0.011849064407579135
20240907-20:16:50 test_loss 189 model 6 0.006611142646943335
20240907-20:17:42 test_accuracy 189 model 6 nb_correct 601 / 793 (75.79%)
20240907-20:17:53 test_accuracy 189 model 4 nb_correct 552 / 781 (70.68%)
20240907-20:17:54 wrote ae_000.pth
20240907-20:17:54 wrote ae_001.pth
20240907-20:17:55 wrote ae_002.pth
20240907-20:17:56 wrote ae_003.pth
20240907-20:17:56 wrote ae_004.pth
20240907-20:17:57 wrote ae_005.pth
20240907-20:17:58 wrote ae_006.pth
20240907-20:17:58 wrote ae_007.pth
20240907-20:17:59 wrote ae_008.pth
20240907-20:17:59 wrote ae_009.pth
20240907-20:17:59 epoch_duration 3min15s next_finish 20:21:15
20240907-20:17:59 wrote state.pth
20240907-20:17:59 --- epoch 190 ----------------------------------------
20240907-20:17:59 current_test_accuracies 0.7332 0.7349 0.7409 0.7289 0.7068 0.7293 0.7579 0.7591 0.7503 0.7235
20240907-20:17:59 time_train=37904 time_c_quizzes=0
20240907-20:17:59 no_c_quiz
20240907-20:17:59 training model 4 (accuracy 0.7067861557006836)
20240907-20:17:59 training model 9 (accuracy 0.7235367298126221)
20240907-20:20:04 train_loss 190 model 4 0.01738531585264718
20240907-20:20:05 train_loss 190 model 9 0.017270235667412634
20240907-20:20:06 test_loss 190 model 4 0.013469122542301194
20240907-20:20:06 test_loss 190 model 9 0.011243574479885865
20240907-20:21:05 test_accuracy 190 model 4 nb_correct 562 / 787 (71.41%)
20240907-20:21:05 test_accuracy 190 model 9 nb_correct 571 / 822 (69.46%)
20240907-20:21:06 wrote ae_000.pth
20240907-20:21:07 wrote ae_001.pth
20240907-20:21:07 wrote ae_002.pth
20240907-20:21:08 wrote ae_003.pth
20240907-20:21:09 wrote ae_004.pth
20240907-20:21:09 wrote ae_005.pth
20240907-20:21:10 wrote ae_006.pth
20240907-20:21:11 wrote ae_007.pth
20240907-20:21:11 wrote ae_008.pth
20240907-20:21:12 wrote ae_009.pth
20240907-20:21:12 epoch_duration 3min12s next_finish 20:24:24
20240907-20:21:12 wrote state.pth
20240907-20:21:12 --- epoch 191 ----------------------------------------
20240907-20:21:12 current_test_accuracies 0.7332 0.7349 0.7409 0.7289 0.7141 0.7293 0.7579 0.7591 0.7503 0.6946
20240907-20:21:12 time_train=38089 time_c_quizzes=0
20240907-20:21:12 no_c_quiz
20240907-20:21:12 training model 9 (accuracy 0.6946471929550171)
20240907-20:21:12 training model 4 (accuracy 0.714104175567627)
20240907-20:23:17 train_loss 191 model 4 0.017730422109889333
20240907-20:23:17 train_loss 191 model 9 0.017524051857413726
20240907-20:23:18 test_loss 191 model 4 0.01385998798359651
20240907-20:23:18 test_loss 191 model 9 0.01088377757332637
20240907-20:24:18 test_accuracy 191 model 9 nb_correct 587 / 795 (73.84%)
20240907-20:24:21 test_accuracy 191 model 4 nb_correct 600 / 794 (75.57%)
20240907-20:24:22 wrote ae_000.pth
20240907-20:24:23 wrote ae_001.pth
20240907-20:24:23 wrote ae_002.pth
20240907-20:24:24 wrote ae_003.pth
20240907-20:24:25 wrote ae_004.pth
20240907-20:24:25 wrote ae_005.pth
20240907-20:24:26 wrote ae_006.pth
20240907-20:24:27 wrote ae_007.pth
20240907-20:24:27 wrote ae_008.pth
20240907-20:24:28 wrote ae_009.pth
20240907-20:24:28 epoch_duration 3min16s next_finish 20:27:44
20240907-20:24:28 wrote state.pth
20240907-20:24:28 --- epoch 192 ----------------------------------------
20240907-20:24:28 current_test_accuracies 0.7332 0.7349 0.7409 0.7289 0.7557 0.7293 0.7579 0.7591 0.7503 0.7384
20240907-20:24:28 time_train=38278 time_c_quizzes=0
20240907-20:24:28 no_c_quiz
20240907-20:24:28 training model 3 (accuracy 0.7288557291030884)
20240907-20:24:28 training model 5 (accuracy 0.7292683124542236)
20240907-20:26:33 train_loss 192 model 3 0.016653983490832615
20240907-20:26:33 train_loss 192 model 5 0.016695436403446364
20240907-20:26:35 test_loss 192 model 3 0.01264851507221465
20240907-20:26:35 test_loss 192 model 5 0.014008654217468575
20240907-20:27:24 test_accuracy 192 model 3 nb_correct 629 / 815 (77.18%)
20240907-20:27:34 test_accuracy 192 model 5 nb_correct 576 / 794 (72.54%)
20240907-20:27:34 wrote ae_000.pth
20240907-20:27:35 wrote ae_001.pth
20240907-20:27:36 wrote ae_002.pth
20240907-20:27:36 wrote ae_003.pth
20240907-20:27:37 wrote ae_004.pth
20240907-20:27:38 wrote ae_005.pth
20240907-20:27:38 wrote ae_006.pth
20240907-20:27:39 wrote ae_007.pth
20240907-20:27:40 wrote ae_008.pth
20240907-20:27:40 wrote ae_009.pth
20240907-20:27:40 epoch_duration 3min12s next_finish 20:30:53
20240907-20:27:40 wrote state.pth
20240907-20:27:40 --- epoch 193 ----------------------------------------
20240907-20:27:40 current_test_accuracies 0.7332 0.7349 0.7409 0.7718 0.7557 0.7254 0.7579 0.7591 0.7503 0.7384
20240907-20:27:40 time_train=38463 time_c_quizzes=0
20240907-20:27:40 no_c_quiz
20240907-20:27:40 training model 5 (accuracy 0.7254408001899719)
20240907-20:27:40 training model 0 (accuracy 0.7331671118736267)
20240907-20:29:46 train_loss 193 model 0 0.01856852117337985
20240907-20:29:46 train_loss 193 model 5 0.017385046737152153
20240907-20:29:47 test_loss 193 model 0 0.013641614212247077
20240907-20:29:47 test_loss 193 model 5 0.013852067635889398
20240907-20:30:48 test_accuracy 193 model 0 nb_correct 570 / 806 (70.72%)
20240907-20:30:51 test_accuracy 193 model 5 nb_correct 586 / 796 (73.62%)
20240907-20:30:51 wrote ae_000.pth
20240907-20:30:52 wrote ae_001.pth
20240907-20:30:53 wrote ae_002.pth
20240907-20:30:53 wrote ae_003.pth
20240907-20:30:54 wrote ae_004.pth
20240907-20:30:55 wrote ae_005.pth
20240907-20:30:55 wrote ae_006.pth
20240907-20:30:56 wrote ae_007.pth
20240907-20:30:56 wrote ae_008.pth
20240907-20:30:57 wrote ae_009.pth
20240907-20:30:57 epoch_duration 3min16s next_finish 20:34:14
20240907-20:30:57 wrote state.pth
20240907-20:30:57 --- epoch 194 ----------------------------------------
20240907-20:30:57 current_test_accuracies 0.7072 0.7349 0.7409 0.7718 0.7557 0.7362 0.7579 0.7591 0.7503 0.7384
20240907-20:30:57 time_train=38653 time_c_quizzes=0
20240907-20:30:57 no_c_quiz
20240907-20:30:57 training model 0 (accuracy 0.707196056842804)
20240907-20:30:57 training model 1 (accuracy 0.7348951697349548)
20240907-20:33:02 train_loss 194 model 1 0.018105924841947854
20240907-20:33:02 train_loss 194 model 0 0.017810433190199548
20240907-20:33:04 test_loss 194 model 1 0.012079446176358033
20240907-20:33:04 test_loss 194 model 0 0.013764538543182426
20240907-20:33:55 test_accuracy 194 model 1 nb_correct 613 / 811 (75.59%)
20240907-20:34:01 test_accuracy 194 model 0 nb_correct 553 / 786 (70.36%)
20240907-20:34:01 wrote ae_000.pth
20240907-20:34:02 wrote ae_001.pth
20240907-20:34:03 wrote ae_002.pth
20240907-20:34:03 wrote ae_003.pth
20240907-20:34:04 wrote ae_004.pth
20240907-20:34:05 wrote ae_005.pth
20240907-20:34:05 wrote ae_006.pth
20240907-20:34:06 wrote ae_007.pth
20240907-20:34:07 wrote ae_008.pth
20240907-20:34:07 wrote ae_009.pth
20240907-20:34:07 epoch_duration 3min10s next_finish 20:37:18
20240907-20:34:07 wrote state.pth
20240907-20:34:07 --- epoch 195 ----------------------------------------
20240907-20:34:07 current_test_accuracies 0.7036 0.7559 0.7409 0.7718 0.7557 0.7362 0.7579 0.7591 0.7503 0.7384
20240907-20:34:07 time_train=38836 time_c_quizzes=0
20240907-20:34:07 no_c_quiz
20240907-20:34:07 training model 0 (accuracy 0.703562319278717)
20240907-20:34:07 training model 5 (accuracy 0.7361809015274048)
20240907-20:36:12 train_loss 195 model 0 0.017883024405280595
20240907-20:36:13 train_loss 195 model 5 0.01718537003477104
20240907-20:36:14 test_loss 195 model 0 0.014578599159722216
20240907-20:36:14 test_loss 195 model 5 0.012571385139199264
20240907-20:37:11 test_accuracy 195 model 5 nb_correct 613 / 820 (74.76%)
20240907-20:37:18 test_accuracy 195 model 0 nb_correct 535 / 794 (67.38%)
20240907-20:37:19 wrote ae_000.pth
20240907-20:37:20 wrote ae_001.pth
20240907-20:37:20 wrote ae_002.pth
20240907-20:37:21 wrote ae_003.pth
20240907-20:37:22 wrote ae_004.pth
20240907-20:37:22 wrote ae_005.pth
20240907-20:37:23 wrote ae_006.pth
20240907-20:37:24 wrote ae_007.pth
20240907-20:37:24 wrote ae_008.pth
20240907-20:37:25 wrote ae_009.pth
20240907-20:37:25 epoch_duration 3min17s next_finish 20:40:43
20240907-20:37:25 wrote state.pth
20240907-20:37:25 --- epoch 196 ----------------------------------------
20240907-20:37:25 current_test_accuracies 0.6738 0.7559 0.7409 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7384
20240907-20:37:25 time_train=39026 time_c_quizzes=0
20240907-20:37:25 no_c_quiz
20240907-20:37:25 training model 0 (accuracy 0.6738035082817078)
20240907-20:37:25 training model 9 (accuracy 0.7383647561073303)
20240907-20:39:30 train_loss 196 model 0 0.01779943954269402
20240907-20:39:30 train_loss 196 model 9 0.017480052104103378
20240907-20:39:31 test_loss 196 model 0 0.010987156631745165
20240907-20:39:31 test_loss 196 model 9 0.010338052237784723
20240907-20:40:27 test_accuracy 196 model 9 nb_correct 584 / 807 (72.37%)
20240907-20:40:42 test_accuracy 196 model 0 nb_correct 530 / 803 (66.00%)
20240907-20:40:43 wrote ae_000.pth
20240907-20:40:44 wrote ae_001.pth
20240907-20:40:44 wrote ae_002.pth
20240907-20:40:45 wrote ae_003.pth
20240907-20:40:46 wrote ae_004.pth
20240907-20:40:46 wrote ae_005.pth
20240907-20:40:47 wrote ae_006.pth
20240907-20:40:48 wrote ae_007.pth
20240907-20:40:48 wrote ae_008.pth
20240907-20:40:49 wrote ae_009.pth
20240907-20:40:49 epoch_duration 3min24s next_finish 20:44:13
20240907-20:40:49 wrote state.pth
20240907-20:40:49 --- epoch 197 ----------------------------------------
20240907-20:40:49 current_test_accuracies 0.6600 0.7559 0.7409 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7237
20240907-20:40:49 time_train=39223 time_c_quizzes=0
20240907-20:40:49 no_c_quiz
20240907-20:40:49 training model 0 (accuracy 0.660024881362915)
20240907-20:40:49 training model 9 (accuracy 0.7236679196357727)
20240907-20:42:54 train_loss 197 model 0 0.018591110215551453
20240907-20:42:54 train_loss 197 model 9 0.016551658460928594
20240907-20:42:55 test_loss 197 model 0 0.012742280573002062
20240907-20:42:55 test_loss 197 model 9 0.008008039595733863
20240907-20:43:51 test_accuracy 197 model 9 nb_correct 606 / 821 (73.81%)
20240907-20:44:01 test_accuracy 197 model 0 nb_correct 531 / 795 (66.79%)
20240907-20:44:02 wrote ae_000.pth
20240907-20:44:03 wrote ae_001.pth
20240907-20:44:03 wrote ae_002.pth
20240907-20:44:04 wrote ae_003.pth
20240907-20:44:05 wrote ae_004.pth
20240907-20:44:05 wrote ae_005.pth
20240907-20:44:06 wrote ae_006.pth
20240907-20:44:07 wrote ae_007.pth
20240907-20:44:08 wrote ae_008.pth
20240907-20:44:08 wrote ae_009.pth
20240907-20:44:08 epoch_duration 3min19s next_finish 20:47:27
20240907-20:44:08 wrote state.pth
20240907-20:44:08 --- epoch 198 ----------------------------------------
20240907-20:44:08 current_test_accuracies 0.6679 0.7559 0.7409 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7381
20240907-20:44:08 time_train=39415 time_c_quizzes=0
20240907-20:44:08 no_c_quiz
20240907-20:44:08 training model 0 (accuracy 0.6679245233535767)
20240907-20:44:08 training model 9 (accuracy 0.7381242513656616)
20240907-20:46:13 train_loss 198 model 0 0.017805137750925498
20240907-20:46:13 train_loss 198 model 9 0.01654813838969858
20240907-20:46:15 test_loss 198 model 0 0.013497946046845755
20240907-20:46:15 test_loss 198 model 9 0.011689044097147416
20240907-20:47:09 test_accuracy 198 model 9 nb_correct 587 / 793 (74.02%)
20240907-20:47:10 test_accuracy 198 model 0 nb_correct 606 / 818 (74.08%)
20240907-20:47:10 wrote ae_000.pth
20240907-20:47:11 wrote ae_001.pth
20240907-20:47:12 wrote ae_002.pth
20240907-20:47:12 wrote ae_003.pth
20240907-20:47:13 wrote ae_004.pth
20240907-20:47:14 wrote ae_005.pth
20240907-20:47:15 wrote ae_006.pth
20240907-20:47:15 wrote ae_007.pth
20240907-20:47:16 wrote ae_008.pth
20240907-20:47:17 wrote ae_009.pth
20240907-20:47:17 epoch_duration 3min8s next_finish 20:50:25
20240907-20:47:17 wrote state.pth
20240907-20:47:17 --- epoch 199 ----------------------------------------
20240907-20:47:17 current_test_accuracies 0.7408 0.7559 0.7409 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7402
20240907-20:47:17 time_train=39596 time_c_quizzes=0
20240907-20:47:17 no_c_quiz
20240907-20:47:17 training model 9 (accuracy 0.7402269840240479)
20240907-20:47:17 training model 0 (accuracy 0.7408313155174255)
20240907-20:49:22 train_loss 199 model 0 0.01727016190683935
20240907-20:49:22 train_loss 199 model 9 0.016740303864324232
20240907-20:49:23 test_loss 199 model 0 0.009356323228712427
20240907-20:49:23 test_loss 199 model 9 0.012769723919336683
20240907-20:50:21 test_accuracy 199 model 0 nb_correct 559 / 797 (70.14%)
20240907-20:50:22 test_accuracy 199 model 9 nb_correct 571 / 770 (74.16%)
20240907-20:50:23 wrote ae_000.pth
20240907-20:50:23 wrote ae_001.pth
20240907-20:50:24 wrote ae_002.pth
20240907-20:50:25 wrote ae_003.pth
20240907-20:50:25 wrote ae_004.pth
20240907-20:50:26 wrote ae_005.pth
20240907-20:50:27 wrote ae_006.pth
20240907-20:50:28 wrote ae_007.pth
20240907-20:50:28 wrote ae_008.pth
20240907-20:50:29 wrote ae_009.pth
20240907-20:50:29 epoch_duration 3min12s next_finish 20:53:41
20240907-20:50:29 wrote state.pth
20240907-20:50:29 --- epoch 200 ----------------------------------------
20240907-20:50:29 current_test_accuracies 0.7014 0.7559 0.7409 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7416
20240907-20:50:29 time_train=39781 time_c_quizzes=0
20240907-20:50:29 no_c_quiz
20240907-20:50:29 training model 0 (accuracy 0.70138019323349)
20240907-20:50:29 training model 2 (accuracy 0.7408804893493652)
20240907-20:52:33 train_loss 200 model 2 0.016961802327190526
20240907-20:52:33 train_loss 200 model 0 0.016680901405750775
20240907-20:52:35 test_loss 200 model 2 0.011677479656282231
20240907-20:52:35 test_loss 200 model 0 0.012623360856377986
20240907-20:53:32 test_accuracy 200 model 2 nb_correct 587 / 798 (73.56%)
20240907-20:53:32 test_accuracy 200 model 0 nb_correct 571 / 787 (72.55%)
20240907-20:53:33 wrote ae_000.pth
20240907-20:53:34 wrote ae_001.pth
20240907-20:53:34 wrote ae_002.pth
20240907-20:53:35 wrote ae_003.pth
20240907-20:53:36 wrote ae_004.pth
20240907-20:53:36 wrote ae_005.pth
20240907-20:53:37 wrote ae_006.pth
20240907-20:53:38 wrote ae_007.pth
20240907-20:53:38 wrote ae_008.pth
20240907-20:53:39 wrote ae_009.pth
20240907-20:53:39 epoch_duration 3min10s next_finish 20:56:49
20240907-20:53:39 wrote state.pth
20240907-20:53:39 --- epoch 201 ----------------------------------------
20240907-20:53:39 current_test_accuracies 0.7255 0.7559 0.7356 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7416
20240907-20:53:39 time_train=39964 time_c_quizzes=0
20240907-20:53:39 no_c_quiz
20240907-20:53:39 training model 0 (accuracy 0.725540041923523)
20240907-20:53:39 training model 2 (accuracy 0.7355889678001404)
20240907-20:55:44 train_loss 201 model 0 0.016752381606871494
20240907-20:55:44 train_loss 201 model 2 0.017341437774535735
20240907-20:55:45 test_loss 201 model 0 0.014388234740908955
20240907-20:55:46 test_loss 201 model 2 0.011440745668733144
20240907-20:56:43 test_accuracy 201 model 2 nb_correct 593 / 798 (74.31%)
20240907-20:56:45 test_accuracy 201 model 0 nb_correct 600 / 802 (74.81%)
20240907-20:56:45 wrote ae_000.pth
20240907-20:56:46 wrote ae_001.pth
20240907-20:56:47 wrote ae_002.pth
20240907-20:56:47 wrote ae_003.pth
20240907-20:56:48 wrote ae_004.pth
20240907-20:56:49 wrote ae_005.pth
20240907-20:56:49 wrote ae_006.pth
20240907-20:56:50 wrote ae_007.pth
20240907-20:56:51 wrote ae_008.pth
20240907-20:56:52 wrote ae_009.pth
20240907-20:56:52 epoch_duration 3min12s next_finish 21:00:04
20240907-20:56:52 wrote state.pth
20240907-20:56:52 --- epoch 202 ----------------------------------------
20240907-20:56:52 current_test_accuracies 0.7481 0.7559 0.7431 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7416
20240907-20:56:52 time_train=40149 time_c_quizzes=0
20240907-20:56:52 no_c_quiz
20240907-20:56:52 training model 9 (accuracy 0.7415584325790405)
20240907-20:56:52 training model 2 (accuracy 0.743107795715332)
20240907-20:58:56 train_loss 202 model 9 0.016781005899771117
20240907-20:58:56 train_loss 202 model 2 0.0173002954677213
20240907-20:58:58 test_loss 202 model 9 0.01608482009905856
20240907-20:58:58 test_loss 202 model 2 0.011841917251877021
20240907-20:59:59 test_accuracy 202 model 2 nb_correct 591 / 811 (72.87%)
20240907-21:00:01 test_accuracy 202 model 9 nb_correct 565 / 794 (71.16%)
20240907-21:00:01 wrote ae_000.pth
20240907-21:00:02 wrote ae_001.pth
20240907-21:00:03 wrote ae_002.pth
20240907-21:00:03 wrote ae_003.pth
20240907-21:00:04 wrote ae_004.pth
20240907-21:00:05 wrote ae_005.pth
20240907-21:00:05 wrote ae_006.pth
20240907-21:00:06 wrote ae_007.pth
20240907-21:00:07 wrote ae_008.pth
20240907-21:00:07 wrote ae_009.pth
20240907-21:00:07 epoch_duration 3min15s next_finish 21:03:23
20240907-21:00:07 wrote state.pth
20240907-21:00:07 --- epoch 203 ----------------------------------------
20240907-21:00:07 current_test_accuracies 0.7481 0.7559 0.7287 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.7116
20240907-21:00:07 time_train=40337 time_c_quizzes=0
20240907-21:00:07 no_c_quiz
20240907-21:00:07 training model 9 (accuracy 0.7115868926048279)
20240907-21:00:07 training model 2 (accuracy 0.7287299633026123)
20240907-21:02:12 train_loss 203 model 2 0.016202626609563595
20240907-21:02:12 train_loss 203 model 9 0.016430508836056106
20240907-21:02:14 test_loss 203 model 2 0.011238362407311797
20240907-21:02:14 test_loss 203 model 9 0.011859171267133206
20240907-21:03:09 test_accuracy 203 model 9 nb_correct 623 / 776 (80.28%)
20240907-21:03:14 test_accuracy 203 model 2 nb_correct 615 / 818 (75.18%)
20240907-21:03:15 wrote ae_000.pth
20240907-21:03:15 wrote ae_001.pth
20240907-21:03:16 wrote ae_002.pth
20240907-21:03:17 wrote ae_003.pth
20240907-21:03:17 wrote ae_004.pth
20240907-21:03:18 wrote ae_005.pth
20240907-21:03:19 wrote ae_006.pth
20240907-21:03:19 wrote ae_007.pth
20240907-21:03:20 wrote ae_008.pth
20240907-21:03:21 wrote ae_009.pth
20240907-21:03:21 epoch_duration 3min13s next_finish 21:06:34
20240907-21:03:21 wrote state.pth
20240907-21:03:21 --- epoch 204 ----------------------------------------
20240907-21:03:21 current_test_accuracies 0.7481 0.7559 0.7518 0.7718 0.7557 0.7476 0.7579 0.7591 0.7503 0.8028
20240907-21:03:21 time_train=40523 time_c_quizzes=0
20240907-21:03:21 no_c_quiz
20240907-21:03:21 training model 5 (accuracy 0.747560977935791)
20240907-21:03:21 training model 0 (accuracy 0.748129665851593)
20240907-21:05:26 train_loss 204 model 0 0.01691897231663461
20240907-21:05:26 train_loss 204 model 5 0.017292041905457155
20240907-21:05:27 test_loss 204 model 0 0.010077386351622409
20240907-21:05:27 test_loss 204 model 5 0.009901760112552439
20240907-21:06:16 test_accuracy 204 model 0 nb_correct 608 / 781 (77.85%)
20240907-21:06:20 test_accuracy 204 model 5 nb_correct 627 / 804 (77.99%)
20240907-21:06:20 wrote ae_000.pth
20240907-21:06:21 wrote ae_001.pth
20240907-21:06:22 wrote ae_002.pth
20240907-21:06:22 wrote ae_003.pth
20240907-21:06:23 wrote ae_004.pth
20240907-21:06:24 wrote ae_005.pth
20240907-21:06:24 wrote ae_006.pth
20240907-21:06:25 wrote ae_007.pth
20240907-21:06:26 wrote ae_008.pth
20240907-21:06:26 wrote ae_009.pth
20240907-21:06:26 epoch_duration 3min5s next_finish 21:09:32
20240907-21:06:26 wrote state.pth
20240907-21:06:26 --- epoch 205 ----------------------------------------
20240907-21:06:26 current_test_accuracies 0.7785 0.7559 0.7518 0.7718 0.7557 0.7799 0.7579 0.7591 0.7503 0.8028
20240907-21:06:26 time_train=40701 time_c_quizzes=0
20240907-21:06:26 no_c_quiz
20240907-21:06:26 training model 8 (accuracy 0.7503105401992798)
20240907-21:06:26 training model 2 (accuracy 0.7518337368965149)
20240907-21:08:31 train_loss 205 model 2 0.017196897147776325
20240907-21:08:31 train_loss 205 model 8 0.015862746250320924
20240907-21:08:33 test_loss 205 model 2 0.012986557091062422
20240907-21:08:33 test_loss 205 model 8 0.01940117124322569
20240907-21:09:30 test_accuracy 205 model 2 nb_correct 650 / 834 (77.94%)
20240907-21:09:38 test_accuracy 205 model 8 nb_correct 532 / 793 (67.09%)
20240907-21:09:39 wrote ae_000.pth
20240907-21:09:40 wrote ae_001.pth
20240907-21:09:40 wrote ae_002.pth
20240907-21:09:41 wrote ae_003.pth
20240907-21:09:42 wrote ae_004.pth
20240907-21:09:42 wrote ae_005.pth
20240907-21:09:43 wrote ae_006.pth
20240907-21:09:43 wrote ae_007.pth
20240907-21:09:44 wrote ae_008.pth
20240907-21:09:45 wrote ae_009.pth
20240907-21:09:45 epoch_duration 3min18s next_finish 21:13:03
20240907-21:09:45 wrote state.pth
20240907-21:09:45 --- epoch 206 ----------------------------------------
20240907-21:09:45 current_test_accuracies 0.7785 0.7559 0.7794 0.7718 0.7557 0.7799 0.7579 0.7591 0.6709 0.8028
20240907-21:09:45 time_train=40892 time_c_quizzes=0
20240907-21:09:45 no_c_quiz
20240907-21:09:45 training model 8 (accuracy 0.6708701252937317)
20240907-21:09:45 training model 4 (accuracy 0.755667507648468)
20240907-21:11:50 train_loss 206 model 8 0.017191269209084568
20240907-21:11:50 train_loss 206 model 4 0.016924179629655554
20240907-21:11:51 test_loss 206 model 8 0.013581272265582811
20240907-21:11:51 test_loss 206 model 4 0.011392066223925213
20240907-21:12:35 test_accuracy 206 model 8 nb_correct 609 / 785 (77.58%)
20240907-21:12:47 test_accuracy 206 model 4 nb_correct 588 / 812 (72.41%)
20240907-21:12:48 wrote ae_000.pth
20240907-21:12:48 wrote ae_001.pth
20240907-21:12:49 wrote ae_002.pth
20240907-21:12:50 wrote ae_003.pth
20240907-21:12:50 wrote ae_004.pth
20240907-21:12:51 wrote ae_005.pth
20240907-21:12:52 wrote ae_006.pth
20240907-21:12:52 wrote ae_007.pth
20240907-21:12:53 wrote ae_008.pth
20240907-21:12:54 wrote ae_009.pth
20240907-21:12:54 epoch_duration 3min8s next_finish 21:16:03
20240907-21:12:54 wrote state.pth
20240907-21:12:54 --- epoch 207 ----------------------------------------
20240907-21:12:54 current_test_accuracies 0.7785 0.7559 0.7794 0.7718 0.7241 0.7799 0.7579 0.7591 0.7758 0.8028
20240907-21:12:54 time_train=41074 time_c_quizzes=0
20240907-21:12:54 no_c_quiz
20240907-21:12:54 training model 4 (accuracy 0.7241379022598267)
20240907-21:12:54 training model 1 (accuracy 0.755856990814209)
20240907-21:14:59 train_loss 207 model 1 0.017678933702816722
20240907-21:14:59 train_loss 207 model 4 0.016777558589761613
20240907-21:15:00 test_loss 207 model 1 0.014604929953929969
20240907-21:15:00 test_loss 207 model 4 0.014187158879940398
20240907-21:16:00 test_accuracy 207 model 4 nb_correct 582 / 793 (73.39%)
20240907-21:16:08 test_accuracy 207 model 1 nb_correct 514 / 798 (64.41%)
20240907-21:16:09 wrote ae_000.pth
20240907-21:16:10 wrote ae_001.pth
20240907-21:16:10 wrote ae_002.pth
20240907-21:16:11 wrote ae_003.pth
20240907-21:16:12 wrote ae_004.pth
20240907-21:16:12 wrote ae_005.pth
20240907-21:16:13 wrote ae_006.pth
20240907-21:16:14 wrote ae_007.pth
20240907-21:16:14 wrote ae_008.pth
20240907-21:16:15 wrote ae_009.pth
20240907-21:16:15 epoch_duration 3min21s next_finish 21:19:36
20240907-21:16:15 wrote state.pth
20240907-21:16:15 --- epoch 208 ----------------------------------------
20240907-21:16:15 current_test_accuracies 0.7785 0.6441 0.7794 0.7718 0.7339 0.7799 0.7579 0.7591 0.7758 0.8028
20240907-21:16:15 time_train=41268 time_c_quizzes=0
20240907-21:16:15 no_c_quiz
20240907-21:16:15 training model 1 (accuracy 0.6441102623939514)
20240907-21:16:15 training model 4 (accuracy 0.7339218258857727)
20240907-21:18:20 train_loss 208 model 1 0.01737224552105181
20240907-21:18:20 train_loss 208 model 4 0.01678774387303565
20240907-21:18:21 test_loss 208 model 1 0.014926135202404111
20240907-21:18:22 test_loss 208 model 4 0.008271961753780487
20240907-21:19:13 test_accuracy 208 model 4 nb_correct 648 / 798 (81.20%)
20240907-21:19:28 test_accuracy 208 model 1 nb_correct 487 / 800 (60.88%)
20240907-21:19:28 wrote ae_000.pth
20240907-21:19:29 wrote ae_001.pth
20240907-21:19:30 wrote ae_002.pth
20240907-21:19:30 wrote ae_003.pth
20240907-21:19:31 wrote ae_004.pth
20240907-21:19:32 wrote ae_005.pth
20240907-21:19:32 wrote ae_006.pth
20240907-21:19:33 wrote ae_007.pth
20240907-21:19:34 wrote ae_008.pth
20240907-21:19:34 wrote ae_009.pth
20240907-21:19:34 epoch_duration 3min19s next_finish 21:22:54
20240907-21:19:34 wrote state.pth
20240907-21:19:34 --- epoch 209 ----------------------------------------
20240907-21:19:34 current_test_accuracies 0.7785 0.6087 0.7794 0.7718 0.8120 0.7799 0.7579 0.7591 0.7758 0.8028
20240907-21:19:34 time_train=41460 time_c_quizzes=0
20240907-21:19:34 no_c_quiz
20240907-21:19:34 training model 1 (accuracy 0.6087499856948853)
20240907-21:19:34 training model 6 (accuracy 0.7578814625740051)
20240907-21:21:39 train_loss 209 model 1 0.016690052409656347
20240907-21:21:39 train_loss 209 model 6 0.017233581131498796
20240907-21:21:41 test_loss 209 model 1 0.013083512838784372
20240907-21:21:41 test_loss 209 model 6 0.01405847676214762
20240907-21:22:36 test_accuracy 209 model 6 nb_correct 591 / 803 (73.60%)
20240907-21:22:40 test_accuracy 209 model 1 nb_correct 597 / 815 (73.25%)
20240907-21:22:40 wrote ae_000.pth
20240907-21:22:41 wrote ae_001.pth
20240907-21:22:42 wrote ae_002.pth
20240907-21:22:42 wrote ae_003.pth
20240907-21:22:43 wrote ae_004.pth
20240907-21:22:44 wrote ae_005.pth
20240907-21:22:44 wrote ae_006.pth
20240907-21:22:45 wrote ae_007.pth
20240907-21:22:46 wrote ae_008.pth
20240907-21:22:47 wrote ae_009.pth
20240907-21:22:47 epoch_duration 3min12s next_finish 21:25:59
20240907-21:22:47 wrote state.pth
20240907-21:22:47 --- epoch 210 ----------------------------------------
20240907-21:22:47 current_test_accuracies 0.7785 0.7325 0.7794 0.7718 0.8120 0.7799 0.7360 0.7591 0.7758 0.8028
20240907-21:22:47 time_train=41645 time_c_quizzes=0
20240907-21:22:47 no_c_quiz
20240907-21:22:47 training model 1 (accuracy 0.7325153350830078)
20240907-21:22:47 training model 6 (accuracy 0.735990047454834)
20240907-21:24:51 train_loss 210 model 6 0.016442502318968762
20240907-21:24:51 train_loss 210 model 1 0.01757006768428255
20240907-21:24:53 test_loss 210 model 6 0.012917852978807787
20240907-21:24:53 test_loss 210 model 1 0.013090838196512777
20240907-21:25:42 test_accuracy 210 model 1 nb_correct 586 / 791 (74.08%)
20240907-21:25:48 test_accuracy 210 model 6 nb_correct 610 / 819 (74.48%)
20240907-21:25:49 wrote ae_000.pth
20240907-21:25:50 wrote ae_001.pth
20240907-21:25:50 wrote ae_002.pth
20240907-21:25:51 wrote ae_003.pth
20240907-21:25:52 wrote ae_004.pth
20240907-21:25:52 wrote ae_005.pth
20240907-21:25:53 wrote ae_006.pth
20240907-21:25:54 wrote ae_007.pth
20240907-21:25:54 wrote ae_008.pth
20240907-21:25:55 wrote ae_009.pth
20240907-21:25:55 epoch_duration 3min8s next_finish 21:29:04
20240907-21:25:55 wrote state.pth
20240907-21:25:55 --- epoch 211 ----------------------------------------
20240907-21:25:55 current_test_accuracies 0.7785 0.7408 0.7794 0.7718 0.8120 0.7799 0.7448 0.7591 0.7758 0.8028
20240907-21:25:55 time_train=41826 time_c_quizzes=0
20240907-21:25:55 no_c_quiz
20240907-21:25:55 training model 1 (accuracy 0.7408344149589539)
20240907-21:25:55 training model 6 (accuracy 0.7448107600212097)
20240907-21:28:00 train_loss 211 model 1 0.01613214375253301
20240907-21:28:00 train_loss 211 model 6 0.017063670233095764
20240907-21:28:02 test_loss 211 model 1 0.013987703934799357
20240907-21:28:02 test_loss 211 model 6 0.012545906492141512
20240907-21:28:54 test_accuracy 211 model 6 nb_correct 613 / 787 (77.89%)
20240907-21:29:02 test_accuracy 211 model 1 nb_correct 557 / 787 (70.78%)
20240907-21:29:03 wrote ae_000.pth
20240907-21:29:03 wrote ae_001.pth
20240907-21:29:04 wrote ae_002.pth
20240907-21:29:05 wrote ae_003.pth
20240907-21:29:05 wrote ae_004.pth
20240907-21:29:06 wrote ae_005.pth
20240907-21:29:07 wrote ae_006.pth
20240907-21:29:07 wrote ae_007.pth
20240907-21:29:08 wrote ae_008.pth
20240907-21:29:09 wrote ae_009.pth
20240907-21:29:09 epoch_duration 3min13s next_finish 21:32:22
20240907-21:29:09 wrote state.pth
20240907-21:29:09 --- epoch 212 ----------------------------------------
20240907-21:29:09 current_test_accuracies 0.7785 0.7078 0.7794 0.7718 0.8120 0.7799 0.7789 0.7591 0.7758 0.8028
20240907-21:29:09 time_train=42012 time_c_quizzes=0
20240907-21:29:09 no_c_quiz
20240907-21:29:09 training model 1 (accuracy 0.7077509760856628)
20240907-21:29:09 training model 7 (accuracy 0.7590512037277222)
20240907-21:31:13 train_loss 212 model 1 0.016195704807149013
20240907-21:31:14 train_loss 212 model 7 0.017238191550888588
20240907-21:31:15 test_loss 212 model 1 0.011317663557019842
20240907-21:31:15 test_loss 212 model 7 0.015451349472277798
20240907-21:32:09 test_accuracy 212 model 7 nb_correct 602 / 822 (73.24%)
20240907-21:32:19 test_accuracy 212 model 1 nb_correct 567 / 803 (70.61%)
20240907-21:32:20 wrote ae_000.pth
20240907-21:32:20 wrote ae_001.pth
20240907-21:32:21 wrote ae_002.pth
20240907-21:32:22 wrote ae_003.pth
20240907-21:32:22 wrote ae_004.pth
20240907-21:32:23 wrote ae_005.pth
20240907-21:32:24 wrote ae_006.pth
20240907-21:32:25 wrote ae_007.pth
20240907-21:32:25 wrote ae_008.pth
20240907-21:32:26 wrote ae_009.pth
20240907-21:32:26 epoch_duration 3min17s next_finish 21:35:43
20240907-21:32:26 wrote state.pth
20240907-21:32:26 --- epoch 213 ----------------------------------------
20240907-21:32:26 current_test_accuracies 0.7785 0.7061 0.7794 0.7718 0.8120 0.7799 0.7789 0.7324 0.7758 0.8028
20240907-21:32:26 time_train=42202 time_c_quizzes=0
20240907-21:32:26 no_c_quiz
20240907-21:32:26 training model 1 (accuracy 0.7061021327972412)
20240907-21:32:26 training model 7 (accuracy 0.7323601245880127)
20240907-21:34:30 train_loss 213 model 1 0.016642036217759597
20240907-21:34:31 train_loss 213 model 7 0.017337553946417755
20240907-21:34:32 test_loss 213 model 1 0.011999757470039184
20240907-21:34:32 test_loss 213 model 7 0.010985243534378242
20240907-21:35:24 test_accuracy 213 model 1 nb_correct 612 / 796 (76.88%)
20240907-21:35:34 test_accuracy 213 model 7 nb_correct 560 / 797 (70.26%)
20240907-21:35:34 wrote ae_000.pth
20240907-21:35:35 wrote ae_001.pth
20240907-21:35:36 wrote ae_002.pth
20240907-21:35:36 wrote ae_003.pth
20240907-21:35:37 wrote ae_004.pth
20240907-21:35:38 wrote ae_005.pth
20240907-21:35:38 wrote ae_006.pth
20240907-21:35:39 wrote ae_007.pth
20240907-21:35:40 wrote ae_008.pth
20240907-21:35:41 wrote ae_009.pth
20240907-21:35:41 epoch_duration 3min14s next_finish 21:38:55
20240907-21:35:41 wrote state.pth
20240907-21:35:41 --- epoch 214 ----------------------------------------
20240907-21:35:41 current_test_accuracies 0.7785 0.7688 0.7794 0.7718 0.8120 0.7799 0.7789 0.7026 0.7758 0.8028
20240907-21:35:41 time_train=42389 time_c_quizzes=0
20240907-21:35:41 no_c_quiz
20240907-21:35:41 training model 7 (accuracy 0.702634871006012)
20240907-21:35:41 training model 1 (accuracy 0.7688442468643188)
20240907-21:37:45 train_loss 214 model 1 0.016299490830599096
20240907-21:37:46 train_loss 214 model 7 0.017984254368915573
20240907-21:37:47 test_loss 214 model 1 0.01330532451684121
20240907-21:37:47 test_loss 214 model 7 0.013623577876569471
20240907-21:38:40 test_accuracy 214 model 1 nb_correct 597 / 797 (74.91%)
20240907-21:38:42 test_accuracy 214 model 7 nb_correct 546 / 804 (67.91%)
20240907-21:38:43 wrote ae_000.pth
20240907-21:38:44 wrote ae_001.pth
20240907-21:38:44 wrote ae_002.pth
20240907-21:38:45 wrote ae_003.pth
20240907-21:38:46 wrote ae_004.pth
20240907-21:38:46 wrote ae_005.pth
20240907-21:38:47 wrote ae_006.pth
20240907-21:38:48 wrote ae_007.pth
20240907-21:38:48 wrote ae_008.pth
20240907-21:38:49 wrote ae_009.pth
20240907-21:38:49 epoch_duration 3min8s next_finish 21:41:58
20240907-21:38:49 wrote state.pth
20240907-21:38:49 --- epoch 215 ----------------------------------------
20240907-21:38:49 current_test_accuracies 0.7785 0.7491 0.7794 0.7718 0.8120 0.7799 0.7789 0.6791 0.7758 0.8028
20240907-21:38:49 time_train=42570 time_c_quizzes=0
20240907-21:38:49 no_c_quiz
20240907-21:38:49 training model 7 (accuracy 0.6791045069694519)
20240907-21:38:49 training model 1 (accuracy 0.7490589618682861)
20240907-21:40:54 train_loss 215 model 7 0.016640572317002805
20240907-21:40:54 train_loss 215 model 1 0.015087906466796995
20240907-21:40:56 test_loss 215 model 7 0.015642256203864235
20240907-21:40:56 test_loss 215 model 1 0.008652869390789419
20240907-21:41:53 test_accuracy 215 model 7 nb_correct 574 / 802 (71.57%)
20240907-21:41:53 test_accuracy 215 model 1 nb_correct 581 / 805 (72.17%)
20240907-21:41:54 wrote ae_000.pth
20240907-21:41:55 wrote ae_001.pth
20240907-21:41:56 wrote ae_002.pth
20240907-21:41:56 wrote ae_003.pth
20240907-21:41:57 wrote ae_004.pth
20240907-21:41:58 wrote ae_005.pth
20240907-21:41:58 wrote ae_006.pth
20240907-21:41:59 wrote ae_007.pth
20240907-21:42:00 wrote ae_008.pth
20240907-21:42:00 wrote ae_009.pth
20240907-21:42:00 epoch_duration 3min11s next_finish 21:45:12
20240907-21:42:00 wrote state.pth
20240907-21:42:00 --- epoch 216 ----------------------------------------
20240907-21:42:00 current_test_accuracies 0.7785 0.7217 0.7794 0.7718 0.8120 0.7799 0.7789 0.7157 0.7758 0.8028
20240907-21:42:00 time_train=42754 time_c_quizzes=0
20240907-21:42:00 no_c_quiz
20240907-21:42:00 training model 7 (accuracy 0.7157106995582581)
20240907-21:42:00 training model 1 (accuracy 0.7217391133308411)
20240907-21:44:05 train_loss 216 model 7 0.016629607136303095
20240907-21:44:05 train_loss 216 model 1 0.016759179749758914
20240907-21:44:07 test_loss 216 model 7 0.010033577131980564
20240907-21:44:07 test_loss 216 model 1 0.013668791827512905
20240907-21:45:00 test_accuracy 216 model 1 nb_correct 607 / 791 (76.74%)
20240907-21:45:04 test_accuracy 216 model 7 nb_correct 612 / 790 (77.47%)
20240907-21:45:05 wrote ae_000.pth
20240907-21:45:06 wrote ae_001.pth
20240907-21:45:06 wrote ae_002.pth
20240907-21:45:07 wrote ae_003.pth
20240907-21:45:08 wrote ae_004.pth
20240907-21:45:08 wrote ae_005.pth
20240907-21:45:09 wrote ae_006.pth
20240907-21:45:10 wrote ae_007.pth
20240907-21:45:10 wrote ae_008.pth
20240907-21:45:11 wrote ae_009.pth
20240907-21:45:11 epoch_duration 3min10s next_finish 21:48:22
20240907-21:45:11 wrote state.pth
20240907-21:45:11 --- epoch 217 ----------------------------------------
20240907-21:45:11 current_test_accuracies 0.7785 0.7674 0.7794 0.7718 0.8120 0.7799 0.7789 0.7747 0.7758 0.8028
20240907-21:45:11 time_train=42938 time_c_quizzes=0
20240907-21:45:11 no_c_quiz
20240907-21:45:11 training model 1 (accuracy 0.7673830389976501)
20240907-21:45:11 training model 3 (accuracy 0.7717791199684143)
20240907-21:47:16 train_loss 217 model 3 0.017276356057991507
20240907-21:47:16 train_loss 217 model 1 0.01599343669239897
20240907-21:47:18 test_loss 217 model 3 0.01471176332779578
20240907-21:47:18 test_loss 217 model 1 0.014069539740739856
20240907-21:48:09 test_accuracy 217 model 3 nb_correct 556 / 784 (70.92%)
20240907-21:48:11 test_accuracy 217 model 1 nb_correct 617 / 786 (78.50%)
20240907-21:48:11 wrote ae_000.pth
20240907-21:48:12 wrote ae_001.pth
20240907-21:48:13 wrote ae_002.pth
20240907-21:48:13 wrote ae_003.pth
20240907-21:48:14 wrote ae_004.pth
20240907-21:48:15 wrote ae_005.pth
20240907-21:48:15 wrote ae_006.pth
20240907-21:48:16 wrote ae_007.pth
20240907-21:48:17 wrote ae_008.pth
20240907-21:48:18 wrote ae_009.pth
20240907-21:48:18 epoch_duration 3min6s next_finish 21:51:24
20240907-21:48:18 wrote state.pth
20240907-21:48:18 --- epoch 218 ----------------------------------------
20240907-21:48:18 current_test_accuracies 0.7785 0.7850 0.7794 0.7092 0.8120 0.7799 0.7789 0.7747 0.7758 0.8028
20240907-21:48:18 time_train=43117 time_c_quizzes=0
20240907-21:48:18 no_c_quiz
20240907-21:48:18 training model 3 (accuracy 0.7091836929321289)
20240907-21:48:18 training model 7 (accuracy 0.7746835350990295)
20240907-21:50:23 train_loss 218 model 7 0.01633711630234029
20240907-21:50:23 train_loss 218 model 3 0.01596960173328989
20240907-21:50:24 test_loss 218 model 7 0.01081727199270972
20240907-21:50:24 test_loss 218 model 3 0.013598547055153176
20240907-21:51:09 test_accuracy 218 model 7 nb_correct 629 / 812 (77.46%)
20240907-21:51:23 test_accuracy 218 model 3 nb_correct 551 / 795 (69.31%)
20240907-21:51:24 wrote ae_000.pth
20240907-21:51:25 wrote ae_001.pth
20240907-21:51:26 wrote ae_002.pth
20240907-21:51:26 wrote ae_003.pth
20240907-21:51:27 wrote ae_004.pth
20240907-21:51:28 wrote ae_005.pth
20240907-21:51:28 wrote ae_006.pth
20240907-21:51:29 wrote ae_007.pth
20240907-21:51:30 wrote ae_008.pth
20240907-21:51:30 wrote ae_009.pth
20240907-21:51:30 epoch_duration 3min12s next_finish 21:54:43
20240907-21:51:30 wrote state.pth
20240907-21:51:30 --- epoch 219 ----------------------------------------
20240907-21:51:30 current_test_accuracies 0.7785 0.7850 0.7794 0.6931 0.8120 0.7799 0.7789 0.7746 0.7758 0.8028
20240907-21:51:30 time_train=43302 time_c_quizzes=0
20240907-21:51:30 no_c_quiz
20240907-21:51:30 training model 3 (accuracy 0.6930817365646362)
20240907-21:51:30 training model 7 (accuracy 0.7746305465698242)
20240907-21:53:35 train_loss 219 model 3 0.016675440170365617
20240907-21:53:36 train_loss 219 model 7 0.016834035560896153
20240907-21:53:37 test_loss 219 model 3 0.010612777760252356
20240907-21:53:37 test_loss 219 model 7 0.013447910451213829
20240907-21:54:25 test_accuracy 219 model 3 nb_correct 621 / 798 (77.82%)
20240907-21:54:33 test_accuracy 219 model 7 nb_correct 585 / 775 (75.48%)
20240907-21:54:33 wrote ae_000.pth
20240907-21:54:34 wrote ae_001.pth
20240907-21:54:35 wrote ae_002.pth
20240907-21:54:35 wrote ae_003.pth
20240907-21:54:36 wrote ae_004.pth
20240907-21:54:37 wrote ae_005.pth
20240907-21:54:37 wrote ae_006.pth
20240907-21:54:38 wrote ae_007.pth
20240907-21:54:39 wrote ae_008.pth
20240907-21:54:39 wrote ae_009.pth
20240907-21:54:39 epoch_duration 3min9s next_finish 21:57:48
20240907-21:54:39 wrote state.pth
20240907-21:54:39 --- epoch 220 ----------------------------------------
20240907-21:54:39 current_test_accuracies 0.7785 0.7850 0.7794 0.7782 0.8120 0.7799 0.7789 0.7548 0.7758 0.8028
20240907-21:54:39 time_train=43484 time_c_quizzes=0
20240907-21:54:39 no_c_quiz
20240907-21:54:39 training model 7 (accuracy 0.7548387050628662)
20240907-21:54:39 training model 8 (accuracy 0.7757961750030518)
20240907-21:56:44 train_loss 220 model 8 0.01669191541839973
20240907-21:56:44 train_loss 220 model 7 0.01668684199958807
20240907-21:56:46 test_loss 220 model 8 0.01055492303930805
20240907-21:56:46 test_loss 220 model 7 0.010065807684986794
20240907-21:57:34 test_accuracy 220 model 8 nb_correct 608 / 799 (76.10%)
20240907-21:57:38 test_accuracy 220 model 7 nb_correct 646 / 822 (78.59%)
20240907-21:57:39 wrote ae_000.pth
20240907-21:57:39 wrote ae_001.pth
20240907-21:57:40 wrote ae_002.pth
20240907-21:57:40 wrote ae_003.pth
20240907-21:57:41 wrote ae_004.pth
20240907-21:57:42 wrote ae_005.pth
20240907-21:57:42 wrote ae_006.pth
20240907-21:57:43 wrote ae_007.pth
20240907-21:57:44 wrote ae_008.pth
20240907-21:57:45 wrote ae_009.pth
20240907-21:57:45 epoch_duration 3min5s next_finish 22:00:50
20240907-21:57:45 wrote state.pth
20240907-21:57:45 --- epoch 221 ----------------------------------------
20240907-21:57:45 current_test_accuracies 0.7785 0.7850 0.7794 0.7782 0.8120 0.7799 0.7789 0.7859 0.7610 0.8028
20240907-21:57:45 time_train=43662 time_c_quizzes=0
20240907-21:57:45 no_c_quiz
20240907-21:57:45 training model 8 (accuracy 0.7609511613845825)
20240907-21:57:45 training model 3 (accuracy 0.7781955003738403)
20240907-21:59:49 train_loss 221 model 3 0.017112713969429025
20240907-21:59:49 train_loss 221 model 8 0.015792779710842298
20240907-21:59:51 test_loss 221 model 3 0.013254099055484404
20240907-21:59:51 test_loss 221 model 8 0.009981417902417888
20240907-22:00:41 test_accuracy 221 model 3 nb_correct 624 / 804 (77.61%)
20240907-22:00:43 test_accuracy 221 model 8 nb_correct 653 / 827 (78.96%)
20240907-22:00:44 wrote ae_000.pth
20240907-22:00:44 wrote ae_001.pth
20240907-22:00:45 wrote ae_002.pth
20240907-22:00:46 wrote ae_003.pth
20240907-22:00:46 wrote ae_004.pth
20240907-22:00:47 wrote ae_005.pth
20240907-22:00:48 wrote ae_006.pth
20240907-22:00:48 wrote ae_007.pth
20240907-22:00:49 wrote ae_008.pth
20240907-22:00:50 wrote ae_009.pth
20240907-22:00:50 epoch_duration 3min5s next_finish 22:03:55
20240907-22:00:50 wrote state.pth
20240907-22:00:50 --- epoch 222 ----------------------------------------
20240907-22:00:50 current_test_accuracies 0.7785 0.7850 0.7794 0.7761 0.8120 0.7799 0.7789 0.7859 0.7896 0.8028
20240907-22:00:50 time_train=43840 time_c_quizzes=0
20240907-22:00:50 no_c_quiz
20240907-22:00:50 training model 3 (accuracy 0.7761194109916687)
20240907-22:00:50 training model 0 (accuracy 0.7784891128540039)
20240907-22:02:55 train_loss 222 model 0 0.01678385273151798
20240907-22:02:55 train_loss 222 model 3 0.015233745702804299
20240907-22:02:56 test_loss 222 model 0 0.013340074329607886
20240907-22:02:56 test_loss 222 model 3 0.013520193269505399
20240907-22:03:49 test_accuracy 222 model 3 nb_correct 607 / 791 (76.74%)
20240907-22:03:52 test_accuracy 222 model 0 nb_correct 569 / 775 (73.42%)
20240907-22:03:53 wrote ae_000.pth
20240907-22:03:53 wrote ae_001.pth
20240907-22:03:54 wrote ae_002.pth
20240907-22:03:55 wrote ae_003.pth
20240907-22:03:55 wrote ae_004.pth
20240907-22:03:56 wrote ae_005.pth
20240907-22:03:57 wrote ae_006.pth
20240907-22:03:57 wrote ae_007.pth
20240907-22:03:58 wrote ae_008.pth
20240907-22:03:59 wrote ae_009.pth
20240907-22:03:59 epoch_duration 3min9s next_finish 22:07:08
20240907-22:03:59 wrote state.pth
20240907-22:03:59 --- epoch 223 ----------------------------------------
20240907-22:03:59 current_test_accuracies 0.7342 0.7850 0.7794 0.7674 0.8120 0.7799 0.7789 0.7859 0.7896 0.8028
20240907-22:03:59 time_train=44022 time_c_quizzes=0
20240907-22:03:59 no_c_quiz
20240907-22:03:59 training model 0 (accuracy 0.7341935634613037)
20240907-22:03:59 training model 3 (accuracy 0.7673830389976501)
20240907-22:06:04 train_loss 223 model 3 0.01605711683392292
20240907-22:06:04 train_loss 223 model 0 0.016365697061555693
20240907-22:06:05 test_loss 223 model 3 0.011545895263589045
20240907-22:06:05 test_loss 223 model 0 0.012937917005183408
20240907-22:06:54 test_accuracy 223 model 3 nb_correct 624 / 805 (77.52%)
20240907-22:06:56 test_accuracy 223 model 0 nb_correct 583 / 789 (73.89%)
20240907-22:06:56 wrote ae_000.pth
20240907-22:06:57 wrote ae_001.pth
20240907-22:06:58 wrote ae_002.pth
20240907-22:06:59 wrote ae_003.pth
20240907-22:06:59 wrote ae_004.pth
20240907-22:07:00 wrote ae_005.pth
20240907-22:07:01 wrote ae_006.pth
20240907-22:07:01 wrote ae_007.pth
20240907-22:07:02 wrote ae_008.pth
20240907-22:07:03 wrote ae_009.pth
20240907-22:07:03 epoch_duration 3min3s next_finish 22:10:07
20240907-22:07:03 wrote state.pth
20240907-22:07:03 --- epoch 224 ----------------------------------------
20240907-22:07:03 current_test_accuracies 0.7389 0.7850 0.7794 0.7752 0.8120 0.7799 0.7789 0.7859 0.7896 0.8028
20240907-22:07:03 time_train=44198 time_c_quizzes=0
20240907-22:07:03 no_c_quiz
20240907-22:07:03 training model 0 (accuracy 0.7389100193977356)
20240907-22:07:03 training model 3 (accuracy 0.7751553058624268)
20240907-22:09:08 train_loss 224 model 3 0.016429632881088764
20240907-22:09:08 train_loss 224 model 0 0.01749371705710655
20240907-22:09:09 test_loss 224 model 3 0.010870003010131768
20240907-22:09:09 test_loss 224 model 0 0.013768487433844711
20240907-22:09:53 test_accuracy 224 model 0 nb_correct 626 / 796 (78.64%)
20240907-22:09:54 test_accuracy 224 model 3 nb_correct 618 / 813 (76.01%)
20240907-22:09:55 wrote ae_000.pth
20240907-22:09:56 wrote ae_001.pth
20240907-22:09:56 wrote ae_002.pth
20240907-22:09:57 wrote ae_003.pth
20240907-22:09:58 wrote ae_004.pth
20240907-22:09:58 wrote ae_005.pth
20240907-22:09:59 wrote ae_006.pth
20240907-22:10:00 wrote ae_007.pth
20240907-22:10:01 wrote ae_008.pth
20240907-22:10:01 wrote ae_009.pth
20240907-22:10:01 epoch_duration 2min58s next_finish 22:13:00
20240907-22:10:01 wrote state.pth
20240907-22:10:01 --- epoch 225 ----------------------------------------
20240907-22:10:01 current_test_accuracies 0.7864 0.7850 0.7794 0.7601 0.8120 0.7799 0.7789 0.7859 0.7896 0.8028
20240907-22:10:01 time_train=44369 time_c_quizzes=0
20240907-22:10:01 no_c_quiz
20240907-22:10:01 training model 3 (accuracy 0.7601476311683655)
20240907-22:10:01 training model 6 (accuracy 0.7789072394371033)
20240907-22:12:06 train_loss 225 model 6 0.016072666060412303
20240907-22:12:06 train_loss 225 model 3 0.016340476952900643
20240907-22:12:07 test_loss 225 model 6 0.012986531735077734
20240907-22:12:07 test_loss 225 model 3 0.013980308954523934
20240907-22:12:55 test_accuracy 225 model 3 nb_correct 620 / 802 (77.31%)
20240907-22:13:05 test_accuracy 225 model 6 nb_correct 602 / 807 (74.60%)
20240907-22:13:06 wrote ae_000.pth
20240907-22:13:07 wrote ae_001.pth
20240907-22:13:07 wrote ae_002.pth
20240907-22:13:08 wrote ae_003.pth
20240907-22:13:09 wrote ae_004.pth
20240907-22:13:09 wrote ae_005.pth
20240907-22:13:10 wrote ae_006.pth
20240907-22:13:11 wrote ae_007.pth
20240907-22:13:11 wrote ae_008.pth
20240907-22:13:12 wrote ae_009.pth
20240907-22:13:12 epoch_duration 3min10s next_finish 22:16:23
20240907-22:13:12 wrote state.pth
20240907-22:13:12 --- epoch 226 ----------------------------------------
20240907-22:13:12 current_test_accuracies 0.7864 0.7850 0.7794 0.7731 0.8120 0.7799 0.7460 0.7859 0.7896 0.8028
20240907-22:13:12 time_train=44553 time_c_quizzes=0
20240907-22:13:12 no_c_quiz
20240907-22:13:12 training model 6 (accuracy 0.745972752571106)
20240907-22:13:12 training model 3 (accuracy 0.7730673551559448)
20240907-22:15:17 train_loss 226 model 6 0.0162055851011537
20240907-22:15:17 train_loss 226 model 3 0.015239317958490574
20240907-22:15:18 test_loss 226 model 6 0.01173486740735825
20240907-22:15:19 test_loss 226 model 3 0.011833103076787666
20240907-22:16:08 test_accuracy 226 model 3 nb_correct 637 / 812 (78.45%)
20240907-22:16:17 test_accuracy 226 model 6 nb_correct 583 / 796 (73.24%)
20240907-22:16:17 wrote ae_000.pth
20240907-22:16:18 wrote ae_001.pth
20240907-22:16:19 wrote ae_002.pth
20240907-22:16:19 wrote ae_003.pth
20240907-22:16:20 wrote ae_004.pth
20240907-22:16:21 wrote ae_005.pth
20240907-22:16:21 wrote ae_006.pth
20240907-22:16:22 wrote ae_007.pth
20240907-22:16:23 wrote ae_008.pth
20240907-22:16:24 wrote ae_009.pth
20240907-22:16:24 epoch_duration 3min11s next_finish 22:19:35
20240907-22:16:24 wrote state.pth
20240907-22:16:24 --- epoch 227 ----------------------------------------
20240907-22:16:24 current_test_accuracies 0.7864 0.7850 0.7794 0.7845 0.8120 0.7799 0.7324 0.7859 0.7896 0.8028
20240907-22:16:24 time_train=44737 time_c_quizzes=0
20240907-22:16:24 no_c_quiz
20240907-22:16:24 training model 6 (accuracy 0.7324120402336121)
20240907-22:16:24 training model 2 (accuracy 0.7793765068054199)
20240907-22:18:28 train_loss 227 model 2 0.016258771839173278
20240907-22:18:28 train_loss 227 model 6 0.015779946316368296
20240907-22:18:30 test_loss 227 model 2 0.014392281459004152
20240907-22:18:30 test_loss 227 model 6 0.013720290597120766
20240907-22:19:23 test_accuracy 227 model 2 nb_correct 629 / 806 (78.04%)
20240907-22:19:30 test_accuracy 227 model 6 nb_correct 575 / 827 (69.53%)
20240907-22:19:31 wrote ae_000.pth
20240907-22:19:32 wrote ae_001.pth
20240907-22:19:33 wrote ae_002.pth
20240907-22:19:33 wrote ae_003.pth
20240907-22:19:34 wrote ae_004.pth
20240907-22:19:35 wrote ae_005.pth
20240907-22:19:35 wrote ae_006.pth
20240907-22:19:36 wrote ae_007.pth
20240907-22:19:37 wrote ae_008.pth
20240907-22:19:37 wrote ae_009.pth
20240907-22:19:37 epoch_duration 3min13s next_finish 22:22:51
20240907-22:19:37 wrote state.pth
20240907-22:19:37 --- epoch 228 ----------------------------------------
20240907-22:19:37 current_test_accuracies 0.7864 0.7850 0.7804 0.7845 0.8120 0.7799 0.6953 0.7859 0.7896 0.8028
20240907-22:19:37 time_train=44923 time_c_quizzes=0
20240907-22:19:37 no_c_quiz
20240907-22:19:37 training model 6 (accuracy 0.6952841877937317)
20240907-22:19:37 training model 5 (accuracy 0.7798507213592529)
20240907-22:21:43 train_loss 228 model 6 0.015721662209689385
20240907-22:21:43 train_loss 228 model 5 0.016954519109975082
20240907-22:21:45 test_loss 228 model 6 0.009065042543807068
20240907-22:21:45 test_loss 228 model 5 0.012885797327908222
20240907-22:22:36 test_accuracy 228 model 6 nb_correct 602 / 775 (77.68%)
20240907-22:22:36 test_accuracy 228 model 5 nb_correct 601 / 798 (75.31%)
20240907-22:22:37 wrote ae_000.pth
20240907-22:22:37 wrote ae_001.pth
20240907-22:22:38 wrote ae_002.pth
20240907-22:22:39 wrote ae_003.pth
20240907-22:22:40 wrote ae_004.pth
20240907-22:22:40 wrote ae_005.pth
20240907-22:22:41 wrote ae_006.pth
20240907-22:22:42 wrote ae_007.pth
20240907-22:22:42 wrote ae_008.pth
20240907-22:22:43 wrote ae_009.pth
20240907-22:22:43 epoch_duration 3min5s next_finish 22:25:49
20240907-22:22:43 wrote state.pth
20240907-22:22:43 --- epoch 229 ----------------------------------------
20240907-22:22:43 current_test_accuracies 0.7864 0.7850 0.7804 0.7845 0.8120 0.7531 0.7768 0.7859 0.7896 0.8028
20240907-22:22:43 time_train=45101 time_c_quizzes=0
20240907-22:22:43 no_c_quiz
20240907-22:22:43 training model 5 (accuracy 0.7531328201293945)
20240907-22:22:43 training model 6 (accuracy 0.7767741680145264)
20240907-22:24:48 train_loss 229 model 6 0.015384296456933953
20240907-22:24:48 train_loss 229 model 5 0.01672819317379617
20240907-22:24:50 test_loss 229 model 6 0.010927964544316637
20240907-22:24:50 test_loss 229 model 5 0.010817712321295404
20240907-22:25:37 test_accuracy 229 model 6 nb_correct 622 / 789 (78.83%)
20240907-22:25:48 test_accuracy 229 model 5 nb_correct 604 / 792 (76.26%)
20240907-22:25:49 wrote ae_000.pth
20240907-22:25:49 wrote ae_001.pth
20240907-22:25:50 wrote ae_002.pth
20240907-22:25:51 wrote ae_003.pth
20240907-22:25:51 wrote ae_004.pth
20240907-22:25:52 wrote ae_005.pth
20240907-22:25:53 wrote ae_006.pth
20240907-22:25:54 wrote ae_007.pth
20240907-22:25:54 wrote ae_008.pth
20240907-22:25:55 wrote ae_009.pth
20240907-22:25:55 epoch_duration 3min12s next_finish 22:29:07
20240907-22:25:55 wrote state.pth
20240907-22:25:55 --- epoch 230 ----------------------------------------
20240907-22:25:55 current_test_accuracies 0.7864 0.7850 0.7804 0.7845 0.8120 0.7626 0.7883 0.7859 0.7896 0.8028
20240907-22:25:55 time_train=45286 time_c_quizzes=0
20240907-22:25:55 no_c_quiz
20240907-22:25:55 training model 5 (accuracy 0.7626262903213501)
20240907-22:25:55 training model 2 (accuracy 0.7803969979286194)
20240907-22:28:00 train_loss 230 model 5 0.01702510566363344
20240907-22:28:00 train_loss 230 model 2 0.01631727075386152
20240907-22:28:01 test_loss 230 model 5 0.012412569986918243
20240907-22:28:01 test_loss 230 model 2 0.011830644995643524
20240907-22:28:55 test_accuracy 230 model 2 nb_correct 604 / 791 (76.36%)
20240907-22:28:59 test_accuracy 230 model 5 nb_correct 587 / 780 (75.26%)
20240907-22:28:59 wrote ae_000.pth
20240907-22:29:00 wrote ae_001.pth
20240907-22:29:01 wrote ae_002.pth
20240907-22:29:01 wrote ae_003.pth
20240907-22:29:02 wrote ae_004.pth
20240907-22:29:03 wrote ae_005.pth
20240907-22:29:03 wrote ae_006.pth
20240907-22:29:04 wrote ae_007.pth
20240907-22:29:05 wrote ae_008.pth
20240907-22:29:05 wrote ae_009.pth
20240907-22:29:05 epoch_duration 3min10s next_finish 22:32:16
20240907-22:29:05 wrote state.pth
20240907-22:29:05 --- epoch 231 ----------------------------------------
20240907-22:29:05 current_test_accuracies 0.7864 0.7850 0.7636 0.7845 0.8120 0.7526 0.7883 0.7859 0.7896 0.8028
20240907-22:29:05 time_train=45469 time_c_quizzes=0
20240907-22:29:05 no_c_quiz
20240907-22:29:05 training model 5 (accuracy 0.7525641322135925)
20240907-22:29:05 training model 2 (accuracy 0.763590395450592)
20240907-22:31:10 train_loss 231 model 5 0.01669648858133587
20240907-22:31:10 train_loss 231 model 2 0.016331275436939904
20240907-22:31:12 test_loss 231 model 5 0.012674733952371753
20240907-22:31:12 test_loss 231 model 2 0.0192657081206562
20240907-22:32:02 test_accuracy 231 model 5 nb_correct 624 / 800 (78.00%)
20240907-22:32:16 test_accuracy 231 model 2 nb_correct 566 / 799 (70.84%)
20240907-22:32:17 wrote ae_000.pth
20240907-22:32:18 wrote ae_001.pth
20240907-22:32:18 wrote ae_002.pth
20240907-22:32:19 wrote ae_003.pth
20240907-22:32:20 wrote ae_004.pth
20240907-22:32:20 wrote ae_005.pth
20240907-22:32:21 wrote ae_006.pth
20240907-22:32:21 wrote ae_007.pth
20240907-22:32:22 wrote ae_008.pth
20240907-22:32:23 wrote ae_009.pth
20240907-22:32:23 epoch_duration 3min17s next_finish 22:35:40
20240907-22:32:23 wrote state.pth
20240907-22:32:23 --- epoch 232 ----------------------------------------
20240907-22:32:23 current_test_accuracies 0.7864 0.7850 0.7084 0.7845 0.8120 0.7800 0.7883 0.7859 0.7896 0.8028
20240907-22:32:23 time_train=45659 time_c_quizzes=0
20240907-22:32:23 no_c_quiz
20240907-22:32:23 training model 2 (accuracy 0.7083854675292969)
20240907-22:32:23 training model 5 (accuracy 0.7799999713897705)
20240907-22:34:28 train_loss 232 model 2 0.016562596034433226
20240907-22:34:28 train_loss 232 model 5 0.016599409744434523
20240907-22:34:29 test_loss 232 model 2 0.011839050447451881
20240907-22:34:30 test_loss 232 model 5 0.010577131477475632
20240907-22:35:21 test_accuracy 232 model 5 nb_correct 638 / 801 (79.65%)
20240907-22:35:25 test_accuracy 232 model 2 nb_correct 640 / 811 (78.91%)
20240907-22:35:26 wrote ae_000.pth
20240907-22:35:26 wrote ae_001.pth
20240907-22:35:27 wrote ae_002.pth
20240907-22:35:28 wrote ae_003.pth
20240907-22:35:28 wrote ae_004.pth
20240907-22:35:29 wrote ae_005.pth
20240907-22:35:30 wrote ae_006.pth
20240907-22:35:30 wrote ae_007.pth
20240907-22:35:31 wrote ae_008.pth
20240907-22:35:32 wrote ae_009.pth
20240907-22:35:32 epoch_duration 3min8s next_finish 22:38:40
20240907-22:35:32 wrote state.pth
20240907-22:35:32 --- epoch 233 ----------------------------------------
20240907-22:35:32 current_test_accuracies 0.7864 0.7850 0.7891 0.7845 0.8120 0.7965 0.7883 0.7859 0.7896 0.8028
20240907-22:35:32 time_train=45841 time_c_quizzes=0
20240907-22:35:32 no_c_quiz
20240907-22:35:32 training model 3 (accuracy 0.7844827771186829)
20240907-22:35:32 training model 1 (accuracy 0.7849872708320618)
20240907-22:37:37 train_loss 233 model 1 0.015787790107890033
20240907-22:37:37 train_loss 233 model 3 0.015744600895035547
20240907-22:37:38 test_loss 233 model 1 0.016873360125464386
20240907-22:37:38 test_loss 233 model 3 0.013478109013522043
20240907-22:38:26 test_accuracy 233 model 1 nb_correct 638 / 794 (80.35%)
20240907-22:38:36 test_accuracy 233 model 3 nb_correct 604 / 817 (73.93%)
20240907-22:38:37 wrote ae_000.pth
20240907-22:38:38 wrote ae_001.pth
20240907-22:38:39 wrote ae_002.pth
20240907-22:38:39 wrote ae_003.pth
20240907-22:38:40 wrote ae_004.pth
20240907-22:38:41 wrote ae_005.pth
20240907-22:38:41 wrote ae_006.pth
20240907-22:38:42 wrote ae_007.pth
20240907-22:38:43 wrote ae_008.pth
20240907-22:38:43 wrote ae_009.pth
20240907-22:38:43 epoch_duration 3min11s next_finish 22:41:55
20240907-22:38:43 wrote state.pth
20240907-22:38:43 --- epoch 234 ----------------------------------------
20240907-22:38:43 current_test_accuracies 0.7864 0.8035 0.7891 0.7393 0.8120 0.7965 0.7883 0.7859 0.7896 0.8028
20240907-22:38:43 time_train=46025 time_c_quizzes=0
20240907-22:38:43 no_c_quiz
20240907-22:38:43 training model 3 (accuracy 0.7392900586128235)
20240907-22:38:43 training model 7 (accuracy 0.7858880758285522)
20240907-22:40:48 train_loss 234 model 3 0.0155864453856193
20240907-22:40:48 train_loss 234 model 7 0.01657848541229032
20240907-22:40:50 test_loss 234 model 3 0.01066461725058616
20240907-22:40:50 test_loss 234 model 7 0.01124575144976916
20240907-22:41:42 test_accuracy 234 model 7 nb_correct 630 / 802 (78.55%)
20240907-22:41:46 test_accuracy 234 model 3 nb_correct 618 / 800 (77.25%)
20240907-22:41:47 wrote ae_000.pth
20240907-22:41:48 wrote ae_001.pth
20240907-22:41:48 wrote ae_002.pth
20240907-22:41:49 wrote ae_003.pth
20240907-22:41:50 wrote ae_004.pth
20240907-22:41:50 wrote ae_005.pth
20240907-22:41:51 wrote ae_006.pth
20240907-22:41:52 wrote ae_007.pth
20240907-22:41:52 wrote ae_008.pth
20240907-22:41:53 wrote ae_009.pth
20240907-22:41:53 epoch_duration 3min9s next_finish 22:45:03
20240907-22:41:53 wrote state.pth
20240907-22:41:53 --- epoch 235 ----------------------------------------
20240907-22:41:53 current_test_accuracies 0.7864 0.8035 0.7891 0.7725 0.8120 0.7965 0.7883 0.7855 0.7896 0.8028
20240907-22:41:53 time_train=46208 time_c_quizzes=0
20240907-22:41:53 no_c_quiz
20240907-22:41:53 training model 3 (accuracy 0.7724999785423279)
20240907-22:41:53 training model 7 (accuracy 0.7855361700057983)
20240907-22:43:58 train_loss 235 model 3 0.016137746586668073
20240907-22:43:58 train_loss 235 model 7 0.016131141230114734
20240907-22:43:59 test_loss 235 model 3 0.013682450189662632
20240907-22:44:00 test_loss 235 model 7 0.011691874113603262
20240907-22:44:53 test_accuracy 235 model 7 nb_correct 622 / 796 (78.14%)
20240907-22:44:58 test_accuracy 235 model 3 nb_correct 607 / 792 (76.64%)
20240907-22:44:59 wrote ae_000.pth
20240907-22:45:00 wrote ae_001.pth
20240907-22:45:00 wrote ae_002.pth
20240907-22:45:01 wrote ae_003.pth
20240907-22:45:02 wrote ae_004.pth
20240907-22:45:02 wrote ae_005.pth
20240907-22:45:03 wrote ae_006.pth
20240907-22:45:04 wrote ae_007.pth
20240907-22:45:04 wrote ae_008.pth
20240907-22:45:05 wrote ae_009.pth
20240907-22:45:05 epoch_duration 3min12s next_finish 22:48:17
20240907-22:45:05 wrote state.pth
20240907-22:45:05 --- epoch 236 ----------------------------------------
20240907-22:45:05 current_test_accuracies 0.7864 0.8035 0.7891 0.7664 0.8120 0.7965 0.7883 0.7814 0.7896 0.8028
20240907-22:45:05 time_train=46393 time_c_quizzes=0
20240907-22:45:05 no_c_quiz
20240907-22:45:05 training model 3 (accuracy 0.7664141654968262)
20240907-22:45:05 training model 7 (accuracy 0.7814070582389832)
20240907-22:47:10 train_loss 236 model 7 0.015975151149817974
20240907-22:47:11 train_loss 236 model 3 0.015171474545255479
20240907-22:47:12 test_loss 236 model 7 0.01254647461391869
20240907-22:47:12 test_loss 236 model 3 0.010230777226024657
20240907-22:48:02 test_accuracy 236 model 7 nb_correct 589 / 786 (74.94%)
20240907-22:48:06 test_accuracy 236 model 3 nb_correct 610 / 783 (77.91%)
20240907-22:48:06 wrote ae_000.pth
20240907-22:48:07 wrote ae_001.pth
20240907-22:48:08 wrote ae_002.pth
20240907-22:48:08 wrote ae_003.pth
20240907-22:48:09 wrote ae_004.pth
20240907-22:48:10 wrote ae_005.pth
20240907-22:48:10 wrote ae_006.pth
20240907-22:48:11 wrote ae_007.pth
20240907-22:48:12 wrote ae_008.pth
20240907-22:48:12 wrote ae_009.pth
20240907-22:48:12 epoch_duration 3min7s next_finish 22:51:20
20240907-22:48:12 wrote state.pth
20240907-22:48:12 --- epoch 237 ----------------------------------------
20240907-22:48:12 current_test_accuracies 0.7864 0.8035 0.7891 0.7791 0.8120 0.7965 0.7883 0.7494 0.7896 0.8028
20240907-22:48:12 time_train=46573 time_c_quizzes=0
20240907-22:48:12 no_c_quiz
20240907-22:48:12 training model 7 (accuracy 0.7493638396263123)
20240907-22:48:12 training model 3 (accuracy 0.7790549397468567)
20240907-22:50:18 train_loss 237 model 3 0.014801251336844871
20240907-22:50:18 train_loss 237 model 7 0.01573931175394682
20240907-22:50:19 test_loss 237 model 3 0.009194562814082019
20240907-22:50:19 test_loss 237 model 7 0.011878718819207278
20240907-22:51:06 test_accuracy 237 model 3 nb_correct 649 / 800 (81.12%)
20240907-22:51:11 test_accuracy 237 model 7 nb_correct 606 / 802 (75.56%)
20240907-22:51:12 wrote ae_000.pth
20240907-22:51:13 wrote ae_001.pth
20240907-22:51:13 wrote ae_002.pth
20240907-22:51:14 wrote ae_003.pth
20240907-22:51:15 wrote ae_004.pth
20240907-22:51:15 wrote ae_005.pth
20240907-22:51:16 wrote ae_006.pth
20240907-22:51:17 wrote ae_007.pth
20240907-22:51:17 wrote ae_008.pth
20240907-22:51:18 wrote ae_009.pth
20240907-22:51:18 epoch_duration 3min5s next_finish 22:54:23
20240907-22:51:18 wrote state.pth
20240907-22:51:18 --- epoch 238 ----------------------------------------
20240907-22:51:18 current_test_accuracies 0.7864 0.8035 0.7891 0.8112 0.8120 0.7965 0.7883 0.7556 0.7896 0.8028
20240907-22:51:18 time_train=46751 time_c_quizzes=0
20240907-22:51:18 no_c_quiz
20240907-22:51:18 training model 7 (accuracy 0.7556109428405762)
20240907-22:51:18 training model 0 (accuracy 0.786432147026062)
20240907-22:53:23 train_loss 238 model 7 0.015643794644012814
20240907-22:53:23 train_loss 238 model 0 0.016758164761122317
20240907-22:53:24 test_loss 238 model 7 0.011541594355367123
20240907-22:53:25 test_loss 238 model 0 0.015821714104095008
20240907-22:54:13 test_accuracy 238 model 0 nb_correct 667 / 829 (80.46%)
20240907-22:54:17 test_accuracy 238 model 7 nb_correct 610 / 780 (78.21%)
20240907-22:54:17 wrote ae_000.pth
20240907-22:54:18 wrote ae_001.pth
20240907-22:54:19 wrote ae_002.pth
20240907-22:54:20 wrote ae_003.pth
20240907-22:54:20 wrote ae_004.pth
20240907-22:54:21 wrote ae_005.pth
20240907-22:54:22 wrote ae_006.pth
20240907-22:54:22 wrote ae_007.pth
20240907-22:54:23 wrote ae_008.pth
20240907-22:54:24 wrote ae_009.pth
20240907-22:54:24 epoch_duration 3min5s next_finish 22:57:29
20240907-22:54:24 wrote state.pth
20240907-22:54:24 --- epoch 239 ----------------------------------------
20240907-22:54:24 current_test_accuracies 0.8046 0.8035 0.7891 0.8112 0.8120 0.7965 0.7883 0.7821 0.7896 0.8028
20240907-22:54:24 time_train=46929 time_c_quizzes=0
20240907-22:54:24 no_c_quiz
20240907-22:54:24 training model 7 (accuracy 0.7820512652397156)
20240907-22:54:24 training model 6 (accuracy 0.7883396744728088)
20240907-22:56:28 train_loss 239 model 6 0.015545858754019719
20240907-22:56:29 train_loss 239 model 7 0.015442618194967509
20240907-22:56:30 test_loss 239 model 6 0.0139023461346369
20240907-22:56:30 test_loss 239 model 7 0.014027506965067004
20240907-22:57:18 test_accuracy 239 model 7 nb_correct 638 / 805 (79.25%)
20240907-22:57:19 test_accuracy 239 model 6 nb_correct 635 / 806 (78.78%)
20240907-22:57:20 wrote ae_000.pth
20240907-22:57:21 wrote ae_001.pth
20240907-22:57:21 wrote ae_002.pth
20240907-22:57:22 wrote ae_003.pth
20240907-22:57:23 wrote ae_004.pth
20240907-22:57:23 wrote ae_005.pth
20240907-22:57:24 wrote ae_006.pth
20240907-22:57:25 wrote ae_007.pth
20240907-22:57:25 wrote ae_008.pth
20240907-22:57:26 wrote ae_009.pth
20240907-22:57:26 epoch_duration 3min2s next_finish 23:00:29
20240907-22:57:26 wrote state.pth
20240907-22:57:26 --- epoch 240 ----------------------------------------
20240907-22:57:26 current_test_accuracies 0.8046 0.8035 0.7891 0.8112 0.8120 0.7965 0.7878 0.7925 0.7896 0.8028
20240907-22:57:26 time_train=47104 time_c_quizzes=0
20240907-22:57:26 no_c_quiz
20240907-22:57:26 training model 6 (accuracy 0.7878412008285522)
20240907-22:57:26 training model 2 (accuracy 0.7891492247581482)
20240907-22:59:31 train_loss 240 model 6 0.01580816083207901
20240907-22:59:31 train_loss 240 model 2 0.01600584304035874
20240907-22:59:33 test_loss 240 model 6 0.013363768178533065
20240907-22:59:33 test_loss 240 model 2 0.007962731745283235
20240907-23:00:18 test_accuracy 240 model 6 nb_correct 622 / 794 (78.34%)
20240907-23:00:18 test_accuracy 240 model 2 nb_correct 683 / 802 (85.16%)
20240907-23:00:19 wrote ae_000.pth
20240907-23:00:20 wrote ae_001.pth
20240907-23:00:20 wrote ae_002.pth
20240907-23:00:21 wrote ae_003.pth
20240907-23:00:22 wrote ae_004.pth
20240907-23:00:22 wrote ae_005.pth
20240907-23:00:23 wrote ae_006.pth
20240907-23:00:24 wrote ae_007.pth
20240907-23:00:24 wrote ae_008.pth
20240907-23:00:25 wrote ae_009.pth
20240907-23:00:25 epoch_duration 2min58s next_finish 23:03:24
20240907-23:00:25 wrote state.pth
20240907-23:00:25 --- epoch 241 ----------------------------------------
20240907-23:00:25 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7965 0.7834 0.7925 0.7896 0.8028
20240907-23:00:25 time_train=47276 time_c_quizzes=0
20240907-23:00:25 no_c_quiz
20240907-23:00:25 training model 6 (accuracy 0.7833753228187561)
20240907-23:00:25 training model 8 (accuracy 0.7896009683609009)
20240907-23:02:30 train_loss 241 model 6 0.01508893008370069
20240907-23:02:30 train_loss 241 model 8 0.015825723946283687
20240907-23:02:31 test_loss 241 model 6 0.013301233234960819
20240907-23:02:31 test_loss 241 model 8 0.009878125679097138
20240907-23:03:22 test_accuracy 241 model 8 nb_correct 597 / 805 (74.16%)
20240907-23:03:24 test_accuracy 241 model 6 nb_correct 628 / 815 (77.06%)
20240907-23:03:25 wrote ae_000.pth
20240907-23:03:26 wrote ae_001.pth
20240907-23:03:26 wrote ae_002.pth
20240907-23:03:27 wrote ae_003.pth
20240907-23:03:28 wrote ae_004.pth
20240907-23:03:28 wrote ae_005.pth
20240907-23:03:29 wrote ae_006.pth
20240907-23:03:30 wrote ae_007.pth
20240907-23:03:30 wrote ae_008.pth
20240907-23:03:31 wrote ae_009.pth
20240907-23:03:31 epoch_duration 3min6s next_finish 23:06:37
20240907-23:03:31 wrote state.pth
20240907-23:03:31 --- epoch 242 ----------------------------------------
20240907-23:03:31 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7965 0.7706 0.7925 0.7416 0.8028
20240907-23:03:31 time_train=47455 time_c_quizzes=0
20240907-23:03:31 no_c_quiz
20240907-23:03:31 training model 8 (accuracy 0.7416148781776428)
20240907-23:03:31 training model 6 (accuracy 0.7705521583557129)
20240907-23:05:36 train_loss 242 model 6 0.015252164798614104
20240907-23:05:36 train_loss 242 model 8 0.015750767377205193
20240907-23:05:38 test_loss 242 model 6 0.015427792504488025
20240907-23:05:38 test_loss 242 model 8 0.010652097929050797
20240907-23:06:33 test_accuracy 242 model 8 nb_correct 609 / 811 (75.09%)
20240907-23:06:37 test_accuracy 242 model 6 nb_correct 625 / 783 (79.82%)
20240907-23:06:38 wrote ae_000.pth
20240907-23:06:39 wrote ae_001.pth
20240907-23:06:40 wrote ae_002.pth
20240907-23:06:40 wrote ae_003.pth
20240907-23:06:41 wrote ae_004.pth
20240907-23:06:42 wrote ae_005.pth
20240907-23:06:42 wrote ae_006.pth
20240907-23:06:43 wrote ae_007.pth
20240907-23:06:44 wrote ae_008.pth
20240907-23:06:44 wrote ae_009.pth
20240907-23:06:44 epoch_duration 3min13s next_finish 23:09:57
20240907-23:06:44 wrote state.pth
20240907-23:06:44 --- epoch 243 ----------------------------------------
20240907-23:06:44 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7965 0.7982 0.7925 0.7509 0.8028
20240907-23:06:44 time_train=47641 time_c_quizzes=0
20240907-23:06:44 no_c_quiz
20240907-23:06:44 training model 8 (accuracy 0.7509247660636902)
20240907-23:06:44 training model 7 (accuracy 0.7925465703010559)
20240907-23:08:50 train_loss 243 model 8 0.016189179929759122
20240907-23:08:50 train_loss 243 model 7 0.015419071237265597
20240907-23:08:51 test_loss 243 model 8 0.015478525879734662
20240907-23:08:51 test_loss 243 model 7 0.014247882138806744
20240907-23:09:40 test_accuracy 243 model 8 nb_correct 638 / 800 (79.75%)
20240907-23:09:42 test_accuracy 243 model 7 nb_correct 588 / 794 (74.06%)
20240907-23:09:43 wrote ae_000.pth
20240907-23:09:44 wrote ae_001.pth
20240907-23:09:44 wrote ae_002.pth
20240907-23:09:45 wrote ae_003.pth
20240907-23:09:46 wrote ae_004.pth
20240907-23:09:46 wrote ae_005.pth
20240907-23:09:47 wrote ae_006.pth
20240907-23:09:48 wrote ae_007.pth
20240907-23:09:48 wrote ae_008.pth
20240907-23:09:49 wrote ae_009.pth
20240907-23:09:49 epoch_duration 3min4s next_finish 23:12:54
20240907-23:09:49 wrote state.pth
20240907-23:09:49 --- epoch 244 ----------------------------------------
20240907-23:09:49 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7965 0.7982 0.7406 0.7975 0.8028
20240907-23:09:49 time_train=47818 time_c_quizzes=0
20240907-23:09:49 no_c_quiz
20240907-23:09:49 training model 7 (accuracy 0.74055415391922)
20240907-23:09:49 training model 5 (accuracy 0.7965043783187866)
20240907-23:11:54 train_loss 244 model 5 0.0160274388215621
20240907-23:11:54 train_loss 244 model 7 0.01580667922354769
20240907-23:11:56 test_loss 244 model 5 0.01607791751230252
20240907-23:11:56 test_loss 244 model 7 0.01298403605214844
20240907-23:12:41 test_accuracy 244 model 7 nb_correct 692 / 814 (85.01%)
20240907-23:12:47 test_accuracy 244 model 5 nb_correct 585 / 761 (76.87%)
20240907-23:12:47 wrote ae_000.pth
20240907-23:12:48 wrote ae_001.pth
20240907-23:12:49 wrote ae_002.pth
20240907-23:12:50 wrote ae_003.pth
20240907-23:12:50 wrote ae_004.pth
20240907-23:12:51 wrote ae_005.pth
20240907-23:12:52 wrote ae_006.pth
20240907-23:12:52 wrote ae_007.pth
20240907-23:12:53 wrote ae_008.pth
20240907-23:12:54 wrote ae_009.pth
20240907-23:12:54 epoch_duration 3min4s next_finish 23:15:58
20240907-23:12:54 wrote state.pth
20240907-23:12:54 --- epoch 245 ----------------------------------------
20240907-23:12:54 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7687 0.7982 0.8501 0.7975 0.8028
20240907-23:12:54 time_train=47995 time_c_quizzes=0
20240907-23:12:54 no_c_quiz
20240907-23:12:54 training model 5 (accuracy 0.7687253355979919)
20240907-23:12:54 training model 8 (accuracy 0.7975000143051147)
20240907-23:14:59 train_loss 245 model 8 0.015460978875053115
20240907-23:14:59 train_loss 245 model 5 0.017288919907121454
20240907-23:15:00 test_loss 245 model 8 0.011361651998777233
20240907-23:15:00 test_loss 245 model 5 0.011301414783702057
20240907-23:15:45 test_accuracy 245 model 8 nb_correct 657 / 808 (81.31%)
20240907-23:15:56 test_accuracy 245 model 5 nb_correct 622 / 799 (77.85%)
20240907-23:15:57 wrote ae_000.pth
20240907-23:15:58 wrote ae_001.pth
20240907-23:15:58 wrote ae_002.pth
20240907-23:15:59 wrote ae_003.pth
20240907-23:16:00 wrote ae_004.pth
20240907-23:16:00 wrote ae_005.pth
20240907-23:16:01 wrote ae_006.pth
20240907-23:16:02 wrote ae_007.pth
20240907-23:16:02 wrote ae_008.pth
20240907-23:16:03 wrote ae_009.pth
20240907-23:16:03 epoch_duration 3min9s next_finish 23:19:12
20240907-23:16:03 wrote state.pth
20240907-23:16:03 --- epoch 246 ----------------------------------------
20240907-23:16:03 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.7785 0.7982 0.8501 0.8131 0.8028
20240907-23:16:03 time_train=48177 time_c_quizzes=0
20240907-23:16:03 no_c_quiz
20240907-23:16:03 training model 5 (accuracy 0.7784730792045593)
20240907-23:16:03 training model 6 (accuracy 0.7982119917869568)
20240907-23:18:08 train_loss 246 model 5 0.015799403044278734
20240907-23:18:08 train_loss 246 model 6 0.014129657195066102
20240907-23:18:10 test_loss 246 model 5 0.00956957926391624
20240907-23:18:10 test_loss 246 model 6 0.007609888277602295
20240907-23:18:53 test_accuracy 246 model 6 nb_correct 665 / 797 (83.44%)
20240907-23:19:01 test_accuracy 246 model 5 nb_correct 654 / 810 (80.74%)
20240907-23:19:02 wrote ae_000.pth
20240907-23:19:02 wrote ae_001.pth
20240907-23:19:03 wrote ae_002.pth
20240907-23:19:04 wrote ae_003.pth
20240907-23:19:04 wrote ae_004.pth
20240907-23:19:05 wrote ae_005.pth
20240907-23:19:06 wrote ae_006.pth
20240907-23:19:06 wrote ae_007.pth
20240907-23:19:07 wrote ae_008.pth
20240907-23:19:08 wrote ae_009.pth
20240907-23:19:08 epoch_duration 3min4s next_finish 23:22:12
20240907-23:19:08 wrote state.pth
20240907-23:19:08 --- epoch 247 ----------------------------------------
20240907-23:19:08 current_test_accuracies 0.8046 0.8035 0.8516 0.8112 0.8120 0.8074 0.8344 0.8501 0.8131 0.8028
20240907-23:19:08 time_train=48355 time_c_quizzes=0
20240907-23:19:08 no_c_quiz
20240907-23:19:08 training model 9 (accuracy 0.8028350472450256)
20240907-23:19:08 training model 1 (accuracy 0.8035264611244202)
20240907-23:21:13 train_loss 247 model 1 0.014867345790175023
20240907-23:21:13 train_loss 247 model 9 0.016572452342545146
20240907-23:21:14 test_loss 247 model 1 0.015546826846548355
20240907-23:21:14 test_loss 247 model 9 0.015417161887671681
20240907-23:22:05 test_accuracy 247 model 9 nb_correct 621 / 812 (76.48%)
20240907-23:22:08 test_accuracy 247 model 1 nb_correct 597 / 801 (74.53%)
20240907-23:22:09 wrote ae_000.pth
20240907-23:22:09 wrote ae_001.pth
20240907-23:22:10 wrote ae_002.pth
20240907-23:22:11 wrote ae_003.pth
20240907-23:22:11 wrote ae_004.pth
20240907-23:22:12 wrote ae_005.pth
20240907-23:22:13 wrote ae_006.pth
20240907-23:22:13 wrote ae_007.pth
20240907-23:22:14 wrote ae_008.pth
20240907-23:22:15 wrote ae_009.pth
20240907-23:22:15 epoch_duration 3min7s next_finish 23:25:22
20240907-23:22:15 wrote state.pth
20240907-23:22:15 --- epoch 248 ----------------------------------------
20240907-23:22:15 current_test_accuracies 0.8046 0.7453 0.8516 0.8112 0.8120 0.8074 0.8344 0.8501 0.8131 0.7648
20240907-23:22:15 time_train=48535 time_c_quizzes=0
20240907-23:22:15 no_c_quiz
20240907-23:22:15 training model 1 (accuracy 0.7453183531761169)
20240907-23:22:15 training model 9 (accuracy 0.7647783160209656)
20240907-23:24:20 train_loss 248 model 9 0.015284806788200513
20240907-23:24:20 train_loss 248 model 1 0.015313677854574053
20240907-23:24:21 test_loss 248 model 9 0.008212038432611734
20240907-23:24:21 test_loss 248 model 1 0.008911615109900595
20240907-23:25:10 test_accuracy 248 model 9 nb_correct 634 / 801 (79.15%)
20240907-23:25:11 test_accuracy 248 model 1 nb_correct 669 / 815 (82.09%)
20240907-23:25:12 wrote ae_000.pth
20240907-23:25:13 wrote ae_001.pth
20240907-23:25:14 wrote ae_002.pth
20240907-23:25:14 wrote ae_003.pth
20240907-23:25:15 wrote ae_004.pth
20240907-23:25:16 wrote ae_005.pth
20240907-23:25:16 wrote ae_006.pth
20240907-23:25:17 wrote ae_007.pth
20240907-23:25:18 wrote ae_008.pth
20240907-23:25:18 wrote ae_009.pth
20240907-23:25:18 epoch_duration 3min3s next_finish 23:28:22
20240907-23:25:18 wrote state.pth
20240907-23:25:18 --- epoch 249 ----------------------------------------
20240907-23:25:18 current_test_accuracies 0.8046 0.8209 0.8516 0.8112 0.8120 0.8074 0.8344 0.8501 0.8131 0.7915
20240907-23:25:18 time_train=48711 time_c_quizzes=0
20240907-23:25:18 no_c_quiz
20240907-23:25:18 training model 9 (accuracy 0.7915105819702148)
20240907-23:25:18 training model 0 (accuracy 0.8045838475227356)
20240907-23:27:23 train_loss 249 model 0 0.01658717357038404
20240907-23:27:23 train_loss 249 model 9 0.016637348350079264
20240907-23:27:25 test_loss 249 model 0 0.01298525221336604
20240907-23:27:25 test_loss 249 model 9 0.014329151043784804
20240907-23:28:19 test_accuracy 249 model 9 nb_correct 656 / 803 (81.69%)
20240907-23:28:21 test_accuracy 249 model 0 nb_correct 606 / 799 (75.84%)
20240907-23:28:22 wrote ae_000.pth
20240907-23:28:23 wrote ae_001.pth
20240907-23:28:23 wrote ae_002.pth
20240907-23:28:24 wrote ae_003.pth
20240907-23:28:25 wrote ae_004.pth
20240907-23:28:25 wrote ae_005.pth
20240907-23:28:26 wrote ae_006.pth
20240907-23:28:27 wrote ae_007.pth
20240907-23:28:27 wrote ae_008.pth
20240907-23:28:28 wrote ae_009.pth
20240907-23:28:28 epoch_duration 3min9s next_finish 23:31:38
20240907-23:28:28 wrote state.pth
20240907-23:28:28 --- epoch 250 ----------------------------------------
20240907-23:28:28 current_test_accuracies 0.7584 0.8209 0.8516 0.8112 0.8120 0.8074 0.8344 0.8501 0.8131 0.8169
20240907-23:28:28 time_train=48893 time_c_quizzes=0
20240907-23:28:28 no_c_quiz
20240907-23:28:28 training model 0 (accuracy 0.75844806432724)
20240907-23:28:28 training model 5 (accuracy 0.8074073791503906)
20240907-23:30:33 train_loss 250 model 0 0.01583654956999817
20240907-23:30:33 train_loss 250 model 5 0.015822386610379907
20240907-23:30:34 test_loss 250 model 0 0.011873229914635885
20240907-23:30:34 test_loss 250 model 5 0.007979464299705797
20240907-23:31:23 test_accuracy 250 model 0 nb_correct 624 / 814 (76.66%)
20240907-23:31:25 test_accuracy 250 model 5 nb_correct 648 / 791 (81.92%)
20240907-23:31:26 wrote ae_000.pth
20240907-23:31:27 wrote ae_001.pth
20240907-23:31:27 wrote ae_002.pth
20240907-23:31:28 wrote ae_003.pth
20240907-23:31:29 wrote ae_004.pth
20240907-23:31:29 wrote ae_005.pth
20240907-23:31:30 wrote ae_006.pth
20240907-23:31:31 wrote ae_007.pth
20240907-23:31:32 wrote ae_008.pth
20240907-23:31:32 wrote ae_009.pth
20240907-23:31:32 epoch_duration 3min4s next_finish 23:34:36
20240907-23:31:32 wrote state.pth
20240907-23:31:32 --- epoch 251 ----------------------------------------
20240907-23:31:32 current_test_accuracies 0.7666 0.8209 0.8516 0.8112 0.8120 0.8192 0.8344 0.8501 0.8131 0.8169
20240907-23:31:32 time_train=49070 time_c_quizzes=0
20240907-23:31:32 no_c_quiz
20240907-23:31:32 training model 0 (accuracy 0.7665847539901733)
20240907-23:31:32 training model 3 (accuracy 0.8112499713897705)
20240907-23:33:37 train_loss 251 model 0 0.015192379954940407
20240907-23:33:37 train_loss 251 model 3 0.014841076671087649
20240907-23:33:38 test_loss 251 model 0 0.01353350954123016
20240907-23:33:39 test_loss 251 model 3 0.008347402708750451
20240907-23:34:24 test_accuracy 251 model 3 nb_correct 625 / 798 (78.32%)
20240907-23:34:27 test_accuracy 251 model 0 nb_correct 633 / 801 (79.03%)
20240907-23:34:28 wrote ae_000.pth
20240907-23:34:29 wrote ae_001.pth
20240907-23:34:29 wrote ae_002.pth
20240907-23:34:30 wrote ae_003.pth
20240907-23:34:31 wrote ae_004.pth
20240907-23:34:31 wrote ae_005.pth
20240907-23:34:32 wrote ae_006.pth
20240907-23:34:33 wrote ae_007.pth
20240907-23:34:33 wrote ae_008.pth
20240907-23:34:34 wrote ae_009.pth
20240907-23:34:34 epoch_duration 3min1s next_finish 23:37:36
20240907-23:34:34 wrote state.pth
20240907-23:34:34 --- epoch 252 ----------------------------------------
20240907-23:34:34 current_test_accuracies 0.7903 0.8209 0.8516 0.7832 0.8120 0.8192 0.8344 0.8501 0.8131 0.8169
20240907-23:34:34 time_train=49245 time_c_quizzes=0
20240907-23:34:34 no_c_quiz
20240907-23:34:34 training model 3 (accuracy 0.7832080125808716)
20240907-23:34:34 training model 0 (accuracy 0.7902621626853943)
20240907-23:36:39 train_loss 252 model 0 0.014920559787511592
20240907-23:36:39 train_loss 252 model 3 0.014417042209097418
20240907-23:36:41 test_loss 252 model 0 0.012502258241147502
20240907-23:36:41 test_loss 252 model 3 0.013259106557416089
20240907-23:37:23 test_accuracy 252 model 3 nb_correct 653 / 802 (81.42%)
20240907-23:37:25 test_accuracy 252 model 0 nb_correct 637 / 817 (77.97%)
20240907-23:37:26 wrote ae_000.pth
20240907-23:37:27 wrote ae_001.pth
20240907-23:37:27 wrote ae_002.pth
20240907-23:37:28 wrote ae_003.pth
20240907-23:37:29 wrote ae_004.pth
20240907-23:37:29 wrote ae_005.pth
20240907-23:37:30 wrote ae_006.pth
20240907-23:37:31 wrote ae_007.pth
20240907-23:37:32 wrote ae_008.pth
20240907-23:37:32 wrote ae_009.pth
20240907-23:37:32 epoch_duration 2min58s next_finish 23:40:30
20240907-23:37:32 wrote state.pth
20240907-23:37:32 --- epoch 253 ----------------------------------------
20240907-23:37:32 current_test_accuracies 0.7797 0.8209 0.8516 0.8142 0.8120 0.8192 0.8344 0.8501 0.8131 0.8169
20240907-23:37:32 time_train=49416 time_c_quizzes=0
20240907-23:37:32 no_c_quiz
20240907-23:37:32 training model 0 (accuracy 0.7796817421913147)
20240907-23:37:32 training model 4 (accuracy 0.8120300769805908)
20240907-23:39:37 train_loss 253 model 4 0.016176788375756587
20240907-23:39:37 train_loss 253 model 0 0.016362974834773922
20240907-23:39:39 test_loss 253 model 4 0.013496224019763758
20240907-23:39:39 test_loss 253 model 0 0.010072361907441518
20240907-23:40:25 test_accuracy 253 model 0 nb_correct 629 / 773 (81.37%)
20240907-23:40:40 test_accuracy 253 model 4 nb_correct 563 / 790 (71.27%)
20240907-23:40:40 wrote ae_000.pth
20240907-23:40:41 wrote ae_001.pth
20240907-23:40:42 wrote ae_002.pth
20240907-23:40:42 wrote ae_003.pth
20240907-23:40:43 wrote ae_004.pth
20240907-23:40:44 wrote ae_005.pth
20240907-23:40:44 wrote ae_006.pth
20240907-23:40:45 wrote ae_007.pth
20240907-23:40:46 wrote ae_008.pth
20240907-23:40:47 wrote ae_009.pth
20240907-23:40:47 epoch_duration 3min14s next_finish 23:44:01
20240907-23:40:47 wrote state.pth
20240907-23:40:47 --- epoch 254 ----------------------------------------
20240907-23:40:47 current_test_accuracies 0.8137 0.8209 0.8516 0.8142 0.7127 0.8192 0.8344 0.8501 0.8131 0.8169
20240907-23:40:47 time_train=49603 time_c_quizzes=0
20240907-23:40:47 no_c_quiz
20240907-23:40:47 training model 4 (accuracy 0.7126582264900208)
20240907-23:40:47 training model 8 (accuracy 0.8131188154220581)
20240907-23:42:51 train_loss 254 model 8 0.015577389338373906
20240907-23:42:51 train_loss 254 model 4 0.01614053371269256
20240907-23:42:53 test_loss 254 model 8 0.01071996251539531
20240907-23:42:53 test_loss 254 model 4 0.010295358209259576
20240907-23:43:38 test_accuracy 254 model 8 nb_correct 658 / 787 (83.61%)
20240907-23:43:47 test_accuracy 254 model 4 nb_correct 592 / 794 (74.56%)
20240907-23:43:48 wrote ae_000.pth
20240907-23:43:49 wrote ae_001.pth
20240907-23:43:49 wrote ae_002.pth
20240907-23:43:50 wrote ae_003.pth
20240907-23:43:51 wrote ae_004.pth
20240907-23:43:51 wrote ae_005.pth
20240907-23:43:52 wrote ae_006.pth
20240907-23:43:53 wrote ae_007.pth
20240907-23:43:53 wrote ae_008.pth
20240907-23:43:54 wrote ae_009.pth
20240907-23:43:54 epoch_duration 3min7s next_finish 23:47:01
20240907-23:43:54 wrote state.pth
20240907-23:43:54 --- epoch 255 ----------------------------------------
20240907-23:43:54 current_test_accuracies 0.8137 0.8209 0.8516 0.8142 0.7456 0.8192 0.8344 0.8501 0.8361 0.8169
20240907-23:43:54 time_train=49783 time_c_quizzes=0
20240907-23:43:54 no_c_quiz
20240907-23:43:54 training model 4 (accuracy 0.745591938495636)
20240907-23:43:54 training model 0 (accuracy 0.8137128353118896)
20240907-23:45:58 train_loss 255 model 4 0.01694012038776418
20240907-23:45:58 train_loss 255 model 0 0.0159816033495008
20240907-23:46:00 test_loss 255 model 4 0.010392238074928173
20240907-23:46:00 test_loss 255 model 0 0.012746966339909705
20240907-23:46:46 test_accuracy 255 model 0 nb_correct 667 / 812 (82.14%)
20240907-23:46:48 test_accuracy 255 model 4 nb_correct 638 / 802 (79.55%)
20240907-23:46:49 wrote ae_000.pth
20240907-23:46:49 wrote ae_001.pth
20240907-23:46:50 wrote ae_002.pth
20240907-23:46:51 wrote ae_003.pth
20240907-23:46:51 wrote ae_004.pth
20240907-23:46:52 wrote ae_005.pth
20240907-23:46:53 wrote ae_006.pth
20240907-23:46:53 wrote ae_007.pth
20240907-23:46:54 wrote ae_008.pth
20240907-23:46:55 wrote ae_009.pth
20240907-23:46:55 epoch_duration 3min0s next_finish 23:49:55
20240907-23:46:55 wrote state.pth
20240907-23:46:55 --- epoch 256 ----------------------------------------
20240907-23:46:55 current_test_accuracies 0.8214 0.8209 0.8516 0.8142 0.7955 0.8192 0.8344 0.8501 0.8361 0.8169
20240907-23:46:55 time_train=49957 time_c_quizzes=0
20240907-23:46:55 no_c_quiz
20240907-23:46:55 training model 4 (accuracy 0.7955112457275391)
20240907-23:46:55 training model 3 (accuracy 0.8142144680023193)
20240907-23:48:59 train_loss 256 model 4 0.01577526436507469
20240907-23:48:59 train_loss 256 model 3 0.016713303405529588
20240907-23:49:01 test_loss 256 model 4 0.010155009373556822
20240907-23:49:01 test_loss 256 model 3 0.012143925220880192
20240907-23:49:50 test_accuracy 256 model 3 nb_correct 671 / 816 (82.23%)
20240907-23:49:51 test_accuracy 256 model 4 nb_correct 624 / 777 (80.31%)
20240907-23:49:52 wrote ae_000.pth
20240907-23:49:52 wrote ae_001.pth
20240907-23:49:53 wrote ae_002.pth
20240907-23:49:54 wrote ae_003.pth
20240907-23:49:54 wrote ae_004.pth
20240907-23:49:55 wrote ae_005.pth
20240907-23:49:56 wrote ae_006.pth
20240907-23:49:56 wrote ae_007.pth
20240907-23:49:57 wrote ae_008.pth
20240907-23:49:58 wrote ae_009.pth
20240907-23:49:58 epoch_duration 3min3s next_finish 23:53:01
20240907-23:49:58 wrote state.pth
20240907-23:49:58 --- epoch 257 ----------------------------------------
20240907-23:49:58 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.8031 0.8192 0.8344 0.8501 0.8361 0.8169
20240907-23:49:58 time_train=50133 time_c_quizzes=0
20240907-23:49:58 no_c_quiz
20240907-23:49:58 training model 4 (accuracy 0.8030887842178345)
20240907-23:49:58 training model 9 (accuracy 0.8169364929199219)
20240907-23:52:02 train_loss 257 model 4 0.015775354714656714
20240907-23:52:02 train_loss 257 model 9 0.01507631586396019
20240907-23:52:04 test_loss 257 model 4 0.01386178620159626
20240907-23:52:04 test_loss 257 model 9 0.010898734543479805
20240907-23:53:00 test_accuracy 257 model 4 nb_correct 603 / 781 (77.21%)
20240907-23:53:07 test_accuracy 257 model 9 nb_correct 611 / 780 (78.33%)
20240907-23:53:07 wrote ae_000.pth
20240907-23:53:08 wrote ae_001.pth
20240907-23:53:09 wrote ae_002.pth
20240907-23:53:09 wrote ae_003.pth
20240907-23:53:10 wrote ae_004.pth
20240907-23:53:11 wrote ae_005.pth
20240907-23:53:12 wrote ae_006.pth
20240907-23:53:12 wrote ae_007.pth
20240907-23:53:13 wrote ae_008.pth
20240907-23:53:14 wrote ae_009.pth
20240907-23:53:14 epoch_duration 3min15s next_finish 23:56:29
20240907-23:53:14 wrote state.pth
20240907-23:53:14 --- epoch 258 ----------------------------------------
20240907-23:53:14 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.7721 0.8192 0.8344 0.8501 0.8361 0.7833
20240907-23:53:14 time_train=50321 time_c_quizzes=0
20240907-23:53:14 no_c_quiz
20240907-23:53:14 training model 4 (accuracy 0.7720870971679688)
20240907-23:53:14 training model 9 (accuracy 0.7833333611488342)
20240907-23:55:19 train_loss 258 model 4 0.016072851513657952
20240907-23:55:19 train_loss 258 model 9 0.0156725395724352
20240907-23:55:20 test_loss 258 model 4 0.013193588283502321
20240907-23:55:20 test_loss 258 model 9 0.009622767423024925
20240907-23:56:08 test_accuracy 258 model 9 nb_correct 668 / 802 (83.29%)
20240907-23:56:14 test_accuracy 258 model 4 nb_correct 632 / 807 (78.31%)
20240907-23:56:15 wrote ae_000.pth
20240907-23:56:15 wrote ae_001.pth
20240907-23:56:16 wrote ae_002.pth
20240907-23:56:17 wrote ae_003.pth
20240907-23:56:17 wrote ae_004.pth
20240907-23:56:18 wrote ae_005.pth
20240907-23:56:19 wrote ae_006.pth
20240907-23:56:19 wrote ae_007.pth
20240907-23:56:20 wrote ae_008.pth
20240907-23:56:21 wrote ae_009.pth
20240907-23:56:21 epoch_duration 3min7s next_finish 23:59:28
20240907-23:56:21 wrote state.pth
20240907-23:56:21 --- epoch 259 ----------------------------------------
20240907-23:56:21 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.7831 0.8192 0.8344 0.8501 0.8361 0.8329
20240907-23:56:21 time_train=50501 time_c_quizzes=0
20240907-23:56:21 no_c_quiz
20240907-23:56:21 training model 4 (accuracy 0.7831474542617798)
20240907-23:56:21 training model 5 (accuracy 0.8192161917686462)
20240907-23:58:26 train_loss 259 model 5 0.015334347753581824
20240907-23:58:26 train_loss 259 model 4 0.015418709922290873
20240907-23:58:27 test_loss 259 model 5 0.012042329463292844
20240907-23:58:27 test_loss 259 model 4 0.011840678338194266
20240907-23:59:22 test_accuracy 259 model 4 nb_correct 609 / 789 (77.19%)
20240907-23:59:22 test_accuracy 259 model 5 nb_correct 622 / 799 (77.85%)
20240907-23:59:23 wrote ae_000.pth
20240907-23:59:23 wrote ae_001.pth
20240907-23:59:24 wrote ae_002.pth
20240907-23:59:25 wrote ae_003.pth
20240907-23:59:25 wrote ae_004.pth
20240907-23:59:26 wrote ae_005.pth
20240907-23:59:27 wrote ae_006.pth
20240907-23:59:27 wrote ae_007.pth
20240907-23:59:28 wrote ae_008.pth
20240907-23:59:29 wrote ae_009.pth
20240907-23:59:29 epoch_duration 3min7s next_finish 00:02:37
20240907-23:59:29 wrote state.pth
20240907-23:59:29 --- epoch 260 ----------------------------------------
20240907-23:59:29 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.7719 0.7785 0.8344 0.8501 0.8361 0.8329
20240907-23:59:29 time_train=50682 time_c_quizzes=0
20240907-23:59:29 no_c_quiz
20240907-23:59:29 training model 4 (accuracy 0.7718631029129028)
20240907-23:59:29 training model 5 (accuracy 0.7784730792045593)
20240908-00:01:34 train_loss 260 model 5 0.015345931274350733
20240908-00:01:34 train_loss 260 model 4 0.016441020163882058
20240908-00:01:35 test_loss 260 model 5 0.011690778563934145
20240908-00:01:35 test_loss 260 model 4 0.01311612869030796
20240908-00:02:22 test_accuracy 260 model 5 nb_correct 671 / 825 (81.33%)
20240908-00:02:28 test_accuracy 260 model 4 nb_correct 664 / 821 (80.88%)
20240908-00:02:28 wrote ae_000.pth
20240908-00:02:29 wrote ae_001.pth
20240908-00:02:30 wrote ae_002.pth
20240908-00:02:30 wrote ae_003.pth
20240908-00:02:31 wrote ae_004.pth
20240908-00:02:32 wrote ae_005.pth
20240908-00:02:33 wrote ae_006.pth
20240908-00:02:33 wrote ae_007.pth
20240908-00:02:34 wrote ae_008.pth
20240908-00:02:35 wrote ae_009.pth
20240908-00:02:35 epoch_duration 3min5s next_finish 00:05:40
20240908-00:02:35 wrote state.pth
20240908-00:02:35 --- epoch 261 ----------------------------------------
20240908-00:02:35 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.8088 0.8133 0.8344 0.8501 0.8361 0.8329
20240908-00:02:35 time_train=50861 time_c_quizzes=0
20240908-00:02:35 no_c_quiz
20240908-00:02:35 training model 4 (accuracy 0.8087698221206665)
20240908-00:02:35 training model 5 (accuracy 0.8133333325386047)
20240908-00:04:39 train_loss 261 model 4 0.015400441795383813
20240908-00:04:39 train_loss 261 model 5 0.015622111808275803
20240908-00:04:41 test_loss 261 model 4 0.01353992985750665
20240908-00:04:41 test_loss 261 model 5 0.011741089027782436
20240908-00:05:29 test_accuracy 261 model 4 nb_correct 633 / 814 (77.76%)
20240908-00:05:44 test_accuracy 261 model 5 nb_correct 625 / 815 (76.69%)
20240908-00:05:44 wrote ae_000.pth
20240908-00:05:45 wrote ae_001.pth
20240908-00:05:46 wrote ae_002.pth
20240908-00:05:46 wrote ae_003.pth
20240908-00:05:47 wrote ae_004.pth
20240908-00:05:48 wrote ae_005.pth
20240908-00:05:48 wrote ae_006.pth
20240908-00:05:49 wrote ae_007.pth
20240908-00:05:50 wrote ae_008.pth
20240908-00:05:50 wrote ae_009.pth
20240908-00:05:50 epoch_duration 3min15s next_finish 00:09:06
20240908-00:05:50 wrote state.pth
20240908-00:05:50 --- epoch 262 ----------------------------------------
20240908-00:05:50 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.7776 0.7669 0.8344 0.8501 0.8361 0.8329
20240908-00:05:50 time_train=51050 time_c_quizzes=0
20240908-00:05:50 no_c_quiz
20240908-00:05:50 training model 5 (accuracy 0.7668711543083191)
20240908-00:05:50 training model 4 (accuracy 0.7776412963867188)
20240908-00:07:55 train_loss 262 model 4 0.015731323428321047
20240908-00:07:55 train_loss 262 model 5 0.014740205553243868
20240908-00:07:57 test_loss 262 model 4 0.010399670853621501
20240908-00:07:57 test_loss 262 model 5 0.010264555177764123
20240908-00:08:41 test_accuracy 262 model 4 nb_correct 684 / 821 (83.31%)
20240908-00:08:49 test_accuracy 262 model 5 nb_correct 638 / 814 (78.38%)
20240908-00:08:49 wrote ae_000.pth
20240908-00:08:50 wrote ae_001.pth
20240908-00:08:51 wrote ae_002.pth
20240908-00:08:51 wrote ae_003.pth
20240908-00:08:52 wrote ae_004.pth
20240908-00:08:53 wrote ae_005.pth
20240908-00:08:54 wrote ae_006.pth
20240908-00:08:54 wrote ae_007.pth
20240908-00:08:55 wrote ae_008.pth
20240908-00:08:56 wrote ae_009.pth
20240908-00:08:56 epoch_duration 3min5s next_finish 00:12:01
20240908-00:08:56 wrote state.pth
20240908-00:08:56 --- epoch 263 ----------------------------------------
20240908-00:08:56 current_test_accuracies 0.8214 0.8209 0.8516 0.8223 0.8331 0.7838 0.8344 0.8501 0.8361 0.8329
20240908-00:08:56 time_train=51228 time_c_quizzes=0
20240908-00:08:56 no_c_quiz
20240908-00:08:56 training model 5 (accuracy 0.7837837934494019)
20240908-00:08:56 training model 1 (accuracy 0.820858895778656)
20240908-00:11:00 train_loss 263 model 5 0.015440907474359847
20240908-00:11:00 train_loss 263 model 1 0.014999965516239172
20240908-00:11:02 test_loss 263 model 5 0.011052567537990398
20240908-00:11:02 test_loss 263 model 1 0.011049865356835654
20240908-00:11:49 test_accuracy 263 model 5 nb_correct 649 / 819 (79.24%)
20240908-00:11:56 test_accuracy 263 model 1 nb_correct 622 / 802 (77.56%)
20240908-00:11:56 wrote ae_000.pth
20240908-00:11:57 wrote ae_001.pth
20240908-00:11:58 wrote ae_002.pth
20240908-00:11:59 wrote ae_003.pth
20240908-00:11:59 wrote ae_004.pth
20240908-00:12:00 wrote ae_005.pth
20240908-00:12:01 wrote ae_006.pth
20240908-00:12:01 wrote ae_007.pth
20240908-00:12:02 wrote ae_008.pth
20240908-00:12:03 wrote ae_009.pth
20240908-00:12:03 epoch_duration 3min7s next_finish 00:15:10
20240908-00:12:03 wrote state.pth
20240908-00:12:03 --- epoch 264 ----------------------------------------
20240908-00:12:03 current_test_accuracies 0.8214 0.7756 0.8516 0.8223 0.8331 0.7924 0.8344 0.8501 0.8361 0.8329
20240908-00:12:03 time_train=51408 time_c_quizzes=0
20240908-00:12:03 no_c_quiz
20240908-00:12:03 training model 1 (accuracy 0.7755610942840576)
20240908-00:12:03 training model 5 (accuracy 0.7924298048019409)
20240908-00:14:07 train_loss 264 model 5 0.01479685869810055
20240908-00:14:07 train_loss 264 model 1 0.01376133276244218
20240908-00:14:09 test_loss 264 model 5 0.011184697056160075
20240908-00:14:09 test_loss 264 model 1 0.010158797358599259
20240908-00:14:56 test_accuracy 264 model 1 nb_correct 639 / 810 (78.89%)
20240908-00:14:56 test_accuracy 264 model 5 nb_correct 608 / 800 (76.00%)
20240908-00:14:57 wrote ae_000.pth
20240908-00:14:57 wrote ae_001.pth
20240908-00:14:58 wrote ae_002.pth
20240908-00:14:59 wrote ae_003.pth
20240908-00:14:59 wrote ae_004.pth
20240908-00:15:00 wrote ae_005.pth
20240908-00:15:01 wrote ae_006.pth
20240908-00:15:01 wrote ae_007.pth
20240908-00:15:02 wrote ae_008.pth
20240908-00:15:03 wrote ae_009.pth
20240908-00:15:03 epoch_duration 3min0s next_finish 00:18:03
20240908-00:15:03 wrote state.pth
20240908-00:15:03 --- epoch 265 ----------------------------------------
20240908-00:15:03 current_test_accuracies 0.8214 0.7889 0.8516 0.8223 0.8331 0.7600 0.8344 0.8501 0.8361 0.8329
20240908-00:15:03 time_train=51581 time_c_quizzes=0
20240908-00:15:03 no_c_quiz
20240908-00:15:03 training model 5 (accuracy 0.7599999904632568)
20240908-00:15:03 training model 1 (accuracy 0.7888888716697693)
20240908-00:17:07 train_loss 265 model 5 0.014713721019550575
20240908-00:17:08 train_loss 265 model 1 0.015920459385466528
20240908-00:17:09 test_loss 265 model 5 0.007923260066218064
20240908-00:17:09 test_loss 265 model 1 0.013194966428272892
20240908-00:17:56 test_accuracy 265 model 5 nb_correct 678 / 818 (82.89%)
20240908-00:18:02 test_accuracy 265 model 1 nb_correct 647 / 801 (80.77%)
20240908-00:18:03 wrote ae_000.pth
20240908-00:18:03 wrote ae_001.pth
20240908-00:18:04 wrote ae_002.pth
20240908-00:18:05 wrote ae_003.pth
20240908-00:18:05 wrote ae_004.pth
20240908-00:18:06 wrote ae_005.pth
20240908-00:18:07 wrote ae_006.pth
20240908-00:18:07 wrote ae_007.pth
20240908-00:18:08 wrote ae_008.pth
20240908-00:18:09 wrote ae_009.pth
20240908-00:18:09 epoch_duration 3min5s next_finish 00:21:14
20240908-00:18:09 wrote state.pth
20240908-00:18:09 --- epoch 266 ----------------------------------------
20240908-00:18:09 current_test_accuracies 0.8214 0.8077 0.8516 0.8223 0.8331 0.8289 0.8344 0.8501 0.8361 0.8329
20240908-00:18:09 time_train=51760 time_c_quizzes=0
20240908-00:18:09 no_c_quiz
20240908-00:18:09 training model 1 (accuracy 0.807740330696106)
20240908-00:18:09 training model 0 (accuracy 0.8214285969734192)
20240908-00:20:13 train_loss 266 model 0 0.01599541008864617
20240908-00:20:13 train_loss 266 model 1 0.014459943332563853
20240908-00:20:15 test_loss 266 model 0 0.011230480693666323
20240908-00:20:15 test_loss 266 model 1 0.00952109849304179
20240908-00:20:59 test_accuracy 266 model 1 nb_correct 641 / 788 (81.35%)
20240908-00:21:00 test_accuracy 266 model 0 nb_correct 671 / 800 (83.88%)
20240908-00:21:01 wrote ae_000.pth
20240908-00:21:02 wrote ae_001.pth
20240908-00:21:02 wrote ae_002.pth
20240908-00:21:03 wrote ae_003.pth
20240908-00:21:04 wrote ae_004.pth
20240908-00:21:04 wrote ae_005.pth
20240908-00:21:05 wrote ae_006.pth
20240908-00:21:06 wrote ae_007.pth
20240908-00:21:06 wrote ae_008.pth
20240908-00:21:07 wrote ae_009.pth
20240908-00:21:07 epoch_duration 2min58s next_finish 00:24:06
20240908-00:21:07 wrote state.pth
20240908-00:21:07 --- epoch 267 ----------------------------------------
20240908-00:21:07 current_test_accuracies 0.8388 0.8135 0.8516 0.8223 0.8331 0.8289 0.8344 0.8501 0.8361 0.8329
20240908-00:21:07 time_train=51931 time_c_quizzes=0
20240908-00:21:07 no_c_quiz
20240908-00:21:07 training model 1 (accuracy 0.8134517669677734)
20240908-00:21:07 training model 3 (accuracy 0.8223039507865906)
20240908-00:23:12 train_loss 267 model 3 0.016292314485574024
20240908-00:23:12 train_loss 267 model 1 0.015503505913788103
20240908-00:23:14 test_loss 267 model 3 0.01157122946187883
20240908-00:23:14 test_loss 267 model 1 0.01260612437617965
20240908-00:23:54 test_accuracy 267 model 3 nb_correct 666 / 788 (84.52%)
20240908-00:24:04 test_accuracy 267 model 1 nb_correct 629 / 788 (79.82%)
20240908-00:24:05 wrote ae_000.pth
20240908-00:24:06 wrote ae_001.pth
20240908-00:24:06 wrote ae_002.pth
20240908-00:24:07 wrote ae_003.pth
20240908-00:24:08 wrote ae_004.pth
20240908-00:24:08 wrote ae_005.pth
20240908-00:24:09 wrote ae_006.pth
20240908-00:24:10 wrote ae_007.pth
20240908-00:24:11 wrote ae_008.pth
20240908-00:24:11 wrote ae_009.pth
20240908-00:24:11 epoch_duration 3min4s next_finish 00:27:15
20240908-00:24:11 wrote state.pth
20240908-00:24:11 --- epoch 268 ----------------------------------------
20240908-00:24:11 current_test_accuracies 0.8388 0.7982 0.8516 0.8452 0.8331 0.8289 0.8344 0.8501 0.8361 0.8329
20240908-00:24:11 time_train=52108 time_c_quizzes=0
20240908-00:24:11 no_c_quiz
20240908-00:24:11 training model 1 (accuracy 0.7982233762741089)
20240908-00:24:11 training model 5 (accuracy 0.8288508653640747)
20240908-00:26:16 train_loss 268 model 1 0.015037516675773077
20240908-00:26:16 train_loss 268 model 5 0.016074489110513242
20240908-00:26:17 test_loss 268 model 1 0.012182284766731754
20240908-00:26:17 test_loss 268 model 5 0.00852702601373494
20240908-00:27:01 test_accuracy 268 model 1 nb_correct 643 / 800 (80.38%)
20240908-00:27:07 test_accuracy 268 model 5 nb_correct 657 / 792 (82.95%)
20240908-00:27:07 wrote ae_000.pth
20240908-00:27:08 wrote ae_001.pth
20240908-00:27:09 wrote ae_002.pth
20240908-00:27:09 wrote ae_003.pth
20240908-00:27:10 wrote ae_004.pth
20240908-00:27:11 wrote ae_005.pth
20240908-00:27:11 wrote ae_006.pth
20240908-00:27:12 wrote ae_007.pth
20240908-00:27:13 wrote ae_008.pth
20240908-00:27:14 wrote ae_009.pth
20240908-00:27:14 epoch_duration 3min2s next_finish 00:30:16
20240908-00:27:14 wrote state.pth
20240908-00:27:14 --- epoch 269 ----------------------------------------
20240908-00:27:14 current_test_accuracies 0.8388 0.8037 0.8516 0.8452 0.8331 0.8295 0.8344 0.8501 0.8361 0.8329
20240908-00:27:14 time_train=52283 time_c_quizzes=0
20240908-00:27:14 no_c_quiz
20240908-00:27:14 training model 1 (accuracy 0.8037499785423279)
20240908-00:27:14 training model 5 (accuracy 0.8295454382896423)
20240908-00:29:18 train_loss 269 model 1 0.01441973734307976
20240908-00:29:18 train_loss 269 model 5 0.014162415112019516
20240908-00:29:20 test_loss 269 model 1 0.012166987225100456
20240908-00:29:20 test_loss 269 model 5 0.009353125930601891
20240908-00:30:05 test_accuracy 269 model 5 nb_correct 671 / 809 (82.94%)
20240908-00:30:08 test_accuracy 269 model 1 nb_correct 629 / 805 (78.14%)
20240908-00:30:09 wrote ae_000.pth
20240908-00:30:09 wrote ae_001.pth
20240908-00:30:10 wrote ae_002.pth
20240908-00:30:11 wrote ae_003.pth
20240908-00:30:11 wrote ae_004.pth
20240908-00:30:12 wrote ae_005.pth
20240908-00:30:13 wrote ae_006.pth
20240908-00:30:14 wrote ae_007.pth
20240908-00:30:14 wrote ae_008.pth
20240908-00:30:15 wrote ae_009.pth
20240908-00:30:15 epoch_duration 3min1s next_finish 00:33:16
20240908-00:30:15 wrote state.pth
20240908-00:30:15 --- epoch 270 ----------------------------------------
20240908-00:30:15 current_test_accuracies 0.8388 0.7814 0.8516 0.8452 0.8331 0.8294 0.8344 0.8501 0.8361 0.8329
20240908-00:30:15 time_train=52457 time_c_quizzes=0
20240908-00:30:15 no_c_quiz
20240908-00:30:15 training model 1 (accuracy 0.7813664674758911)
20240908-00:30:15 training model 5 (accuracy 0.8294190168380737)
20240908-00:32:20 train_loss 270 model 1 0.014393277542534633
20240908-00:32:20 train_loss 270 model 5 0.014347967221052386
20240908-00:32:21 test_loss 270 model 1 0.011885866430361602
20240908-00:32:21 test_loss 270 model 5 0.01086624826161824
20240908-00:32:59 test_accuracy 270 model 1 nb_correct 677 / 785 (86.24%)
20240908-00:33:08 test_accuracy 270 model 5 nb_correct 668 / 801 (83.40%)
20240908-00:33:08 wrote ae_000.pth
20240908-00:33:09 wrote ae_001.pth
20240908-00:33:10 wrote ae_002.pth
20240908-00:33:10 wrote ae_003.pth
20240908-00:33:11 wrote ae_004.pth
20240908-00:33:12 wrote ae_005.pth
20240908-00:33:12 wrote ae_006.pth
20240908-00:33:13 wrote ae_007.pth
20240908-00:33:14 wrote ae_008.pth
20240908-00:33:14 wrote ae_009.pth
20240908-00:33:14 epoch_duration 2min59s next_finish 00:36:14
20240908-00:33:14 wrote state.pth
20240908-00:33:14 --- epoch 271 ----------------------------------------
20240908-00:33:14 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8331 0.8340 0.8344 0.8501 0.8361 0.8329
20240908-00:33:14 time_train=52629 time_c_quizzes=0
20240908-00:33:14 no_c_quiz
20240908-00:33:14 training model 9 (accuracy 0.8329176902770996)
20240908-00:33:14 training model 4 (accuracy 0.8331303000450134)
20240908-00:35:19 train_loss 271 model 9 0.015738074593915373
20240908-00:35:19 train_loss 271 model 4 0.015128396045591217
20240908-00:35:21 test_loss 271 model 9 0.013928511029371293
20240908-00:35:21 test_loss 271 model 4 0.011085950856477211
20240908-00:36:11 test_accuracy 271 model 4 nb_correct 649 / 810 (80.12%)
20240908-00:36:14 test_accuracy 271 model 9 nb_correct 644 / 801 (80.40%)
20240908-00:36:14 wrote ae_000.pth
20240908-00:36:15 wrote ae_001.pth
20240908-00:36:16 wrote ae_002.pth
20240908-00:36:16 wrote ae_003.pth
20240908-00:36:17 wrote ae_004.pth
20240908-00:36:18 wrote ae_005.pth
20240908-00:36:19 wrote ae_006.pth
20240908-00:36:19 wrote ae_007.pth
20240908-00:36:20 wrote ae_008.pth
20240908-00:36:20 wrote ae_009.pth
20240908-00:36:20 epoch_duration 3min6s next_finish 00:39:27
20240908-00:36:20 wrote state.pth
20240908-00:36:20 --- epoch 272 ----------------------------------------
20240908-00:36:20 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8012 0.8340 0.8344 0.8501 0.8361 0.8040
20240908-00:36:20 time_train=52808 time_c_quizzes=0
20240908-00:36:20 no_c_quiz
20240908-00:36:20 training model 4 (accuracy 0.8012345433235168)
20240908-00:36:20 training model 9 (accuracy 0.8039950132369995)
20240908-00:38:26 train_loss 272 model 9 0.01621402952866629
20240908-00:38:26 train_loss 272 model 4 0.015695528940996156
20240908-00:38:27 test_loss 272 model 9 0.008578583552480267
20240908-00:38:27 test_loss 272 model 4 0.011808063888747711
20240908-00:39:17 test_accuracy 272 model 4 nb_correct 627 / 804 (77.99%)
20240908-00:39:20 test_accuracy 272 model 9 nb_correct 660 / 796 (82.91%)
20240908-00:39:21 wrote ae_000.pth
20240908-00:39:21 wrote ae_001.pth
20240908-00:39:22 wrote ae_002.pth
20240908-00:39:23 wrote ae_003.pth
20240908-00:39:23 wrote ae_004.pth
20240908-00:39:24 wrote ae_005.pth
20240908-00:39:25 wrote ae_006.pth
20240908-00:39:25 wrote ae_007.pth
20240908-00:39:26 wrote ae_008.pth
20240908-00:39:27 wrote ae_009.pth
20240908-00:39:27 epoch_duration 3min6s next_finish 00:42:33
20240908-00:39:27 wrote state.pth
20240908-00:39:27 --- epoch 273 ----------------------------------------
20240908-00:39:27 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.7799 0.8340 0.8344 0.8501 0.8361 0.8291
20240908-00:39:27 time_train=52987 time_c_quizzes=0
20240908-00:39:27 no_c_quiz
20240908-00:39:27 training model 4 (accuracy 0.7798507213592529)
20240908-00:39:27 training model 9 (accuracy 0.8291457295417786)
20240908-00:41:32 train_loss 273 model 4 0.015775638929830166
20240908-00:41:32 train_loss 273 model 9 0.01575543861454935
20240908-00:41:33 test_loss 273 model 4 0.010476007854595081
20240908-00:41:33 test_loss 273 model 9 0.010624928557808744
20240908-00:42:18 test_accuracy 273 model 9 nb_correct 666 / 815 (81.72%)
20240908-00:42:26 test_accuracy 273 model 4 nb_correct 625 / 791 (79.01%)
20240908-00:42:27 wrote ae_000.pth
20240908-00:42:28 wrote ae_001.pth
20240908-00:42:28 wrote ae_002.pth
20240908-00:42:29 wrote ae_003.pth
20240908-00:42:30 wrote ae_004.pth
20240908-00:42:30 wrote ae_005.pth
20240908-00:42:31 wrote ae_006.pth
20240908-00:42:32 wrote ae_007.pth
20240908-00:42:32 wrote ae_008.pth
20240908-00:42:33 wrote ae_009.pth
20240908-00:42:33 epoch_duration 3min6s next_finish 00:45:39
20240908-00:42:33 wrote state.pth
20240908-00:42:33 --- epoch 274 ----------------------------------------
20240908-00:42:33 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.7901 0.8340 0.8344 0.8501 0.8361 0.8172
20240908-00:42:33 time_train=53166 time_c_quizzes=0
20240908-00:42:33 no_c_quiz
20240908-00:42:33 training model 4 (accuracy 0.7901390790939331)
20240908-00:42:33 training model 9 (accuracy 0.8171778917312622)
20240908-00:44:38 train_loss 274 model 9 0.015662216435346637
20240908-00:44:38 train_loss 274 model 4 0.014989069636096246
20240908-00:44:40 test_loss 274 model 9 0.014473346705381118
20240908-00:44:40 test_loss 274 model 4 0.009495635979692451
20240908-00:45:32 test_accuracy 274 model 9 nb_correct 617 / 786 (78.50%)
20240908-00:45:35 test_accuracy 274 model 4 nb_correct 598 / 789 (75.79%)
20240908-00:45:36 wrote ae_000.pth
20240908-00:45:37 wrote ae_001.pth
20240908-00:45:37 wrote ae_002.pth
20240908-00:45:38 wrote ae_003.pth
20240908-00:45:38 wrote ae_004.pth
20240908-00:45:39 wrote ae_005.pth
20240908-00:45:40 wrote ae_006.pth
20240908-00:45:41 wrote ae_007.pth
20240908-00:45:41 wrote ae_008.pth
20240908-00:45:42 wrote ae_009.pth
20240908-00:45:42 epoch_duration 3min8s next_finish 00:48:51
20240908-00:45:42 wrote state.pth
20240908-00:45:42 --- epoch 275 ----------------------------------------
20240908-00:45:42 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.7579 0.8340 0.8344 0.8501 0.8361 0.7850
20240908-00:45:42 time_train=53348 time_c_quizzes=0
20240908-00:45:42 no_c_quiz
20240908-00:45:42 training model 4 (accuracy 0.7579213976860046)
20240908-00:45:42 training model 9 (accuracy 0.7849872708320618)
20240908-00:47:47 train_loss 275 model 4 0.014741021651367191
20240908-00:47:47 train_loss 275 model 9 0.014362407530410565
20240908-00:47:49 test_loss 275 model 4 0.012960431716055609
20240908-00:47:49 test_loss 275 model 9 0.009142967007755942
20240908-00:48:34 test_accuracy 275 model 4 nb_correct 649 / 785 (82.68%)
20240908-00:48:34 test_accuracy 275 model 9 nb_correct 656 / 793 (82.72%)
20240908-00:48:35 wrote ae_000.pth
20240908-00:48:36 wrote ae_001.pth
20240908-00:48:36 wrote ae_002.pth
20240908-00:48:37 wrote ae_003.pth
20240908-00:48:38 wrote ae_004.pth
20240908-00:48:38 wrote ae_005.pth
20240908-00:48:39 wrote ae_006.pth
20240908-00:48:40 wrote ae_007.pth
20240908-00:48:40 wrote ae_008.pth
20240908-00:48:41 wrote ae_009.pth
20240908-00:48:41 epoch_duration 2min59s next_finish 00:51:40
20240908-00:48:41 wrote state.pth
20240908-00:48:41 --- epoch 276 ----------------------------------------
20240908-00:48:41 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8268 0.8340 0.8344 0.8501 0.8361 0.8272
20240908-00:48:41 time_train=53520 time_c_quizzes=0
20240908-00:48:41 no_c_quiz
20240908-00:48:41 training model 4 (accuracy 0.8267515897750854)
20240908-00:48:41 training model 9 (accuracy 0.8272383213043213)
20240908-00:50:46 train_loss 276 model 9 0.015245125008455943
20240908-00:50:46 train_loss 276 model 4 0.015320665209612344
20240908-00:50:47 test_loss 276 model 9 0.010519332405783644
20240908-00:50:48 test_loss 276 model 4 0.008923199867058428
20240908-00:51:31 test_accuracy 276 model 4 nb_correct 700 / 810 (86.42%)
20240908-00:51:32 test_accuracy 276 model 9 nb_correct 630 / 804 (78.36%)
20240908-00:51:33 wrote ae_000.pth
20240908-00:51:34 wrote ae_001.pth
20240908-00:51:35 wrote ae_002.pth
20240908-00:51:35 wrote ae_003.pth
20240908-00:51:36 wrote ae_004.pth
20240908-00:51:36 wrote ae_005.pth
20240908-00:51:37 wrote ae_006.pth
20240908-00:51:38 wrote ae_007.pth
20240908-00:51:38 wrote ae_008.pth
20240908-00:51:39 wrote ae_009.pth
20240908-00:51:39 epoch_duration 2min57s next_finish 00:54:37
20240908-00:51:39 wrote state.pth
20240908-00:51:39 --- epoch 277 ----------------------------------------
20240908-00:51:39 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8340 0.8344 0.8501 0.8361 0.7836
20240908-00:51:39 time_train=53691 time_c_quizzes=0
20240908-00:51:39 no_c_quiz
20240908-00:51:39 training model 9 (accuracy 0.7835820913314819)
20240908-00:51:39 training model 5 (accuracy 0.8339575529098511)
20240908-00:53:44 train_loss 277 model 9 0.01442759624106111
20240908-00:53:44 train_loss 277 model 5 0.014405120169263682
20240908-00:53:46 test_loss 277 model 9 0.011643624013595399
20240908-00:53:46 test_loss 277 model 5 0.011577259830573894
20240908-00:54:24 test_accuracy 277 model 5 nb_correct 678 / 798 (84.96%)
20240908-00:54:31 test_accuracy 277 model 9 nb_correct 671 / 801 (83.77%)
20240908-00:54:31 wrote ae_000.pth
20240908-00:54:32 wrote ae_001.pth
20240908-00:54:33 wrote ae_002.pth
20240908-00:54:33 wrote ae_003.pth
20240908-00:54:34 wrote ae_004.pth
20240908-00:54:35 wrote ae_005.pth
20240908-00:54:35 wrote ae_006.pth
20240908-00:54:36 wrote ae_007.pth
20240908-00:54:37 wrote ae_008.pth
20240908-00:54:38 wrote ae_009.pth
20240908-00:54:38 epoch_duration 2min58s next_finish 00:57:36
20240908-00:54:38 wrote state.pth
20240908-00:54:38 --- epoch 278 ----------------------------------------
20240908-00:54:38 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8344 0.8501 0.8361 0.8377
20240908-00:54:38 time_train=53862 time_c_quizzes=0
20240908-00:54:38 no_c_quiz
20240908-00:54:38 training model 6 (accuracy 0.8343788981437683)
20240908-00:54:38 training model 8 (accuracy 0.8360863924026489)
20240908-00:56:43 train_loss 278 model 8 0.015414422166024452
20240908-00:56:43 train_loss 278 model 6 0.014680740961135598
20240908-00:56:44 test_loss 278 model 8 0.011883565466996515
20240908-00:56:44 test_loss 278 model 6 0.011558509137830696
20240908-00:57:30 test_accuracy 278 model 8 nb_correct 644 / 801 (80.40%)
20240908-00:57:38 test_accuracy 278 model 6 nb_correct 621 / 815 (76.20%)
20240908-00:57:39 wrote ae_000.pth
20240908-00:57:40 wrote ae_001.pth
20240908-00:57:41 wrote ae_002.pth
20240908-00:57:41 wrote ae_003.pth
20240908-00:57:42 wrote ae_004.pth
20240908-00:57:43 wrote ae_005.pth
20240908-00:57:43 wrote ae_006.pth
20240908-00:57:44 wrote ae_007.pth
20240908-00:57:45 wrote ae_008.pth
20240908-00:57:45 wrote ae_009.pth
20240908-00:57:45 epoch_duration 3min7s next_finish 01:00:53
20240908-00:57:45 wrote state.pth
20240908-00:57:45 --- epoch 279 ----------------------------------------
20240908-00:57:45 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.7620 0.8501 0.8040 0.8377
20240908-00:57:45 time_train=54042 time_c_quizzes=0
20240908-00:57:45 no_c_quiz
20240908-00:57:45 training model 6 (accuracy 0.7619631886482239)
20240908-00:57:45 training model 8 (accuracy 0.8039950132369995)
20240908-00:59:50 train_loss 279 model 8 0.015491871265956433
20240908-00:59:50 train_loss 279 model 6 0.014995043122704374
20240908-00:59:52 test_loss 279 model 8 0.006743783242336576
20240908-00:59:52 test_loss 279 model 6 0.012131947688067158
20240908-01:00:41 test_accuracy 279 model 8 nb_correct 653 / 789 (82.76%)
20240908-01:00:46 test_accuracy 279 model 6 nb_correct 645 / 793 (81.34%)
20240908-01:00:46 wrote ae_000.pth
20240908-01:00:47 wrote ae_001.pth
20240908-01:00:48 wrote ae_002.pth
20240908-01:00:48 wrote ae_003.pth
20240908-01:00:49 wrote ae_004.pth
20240908-01:00:50 wrote ae_005.pth
20240908-01:00:50 wrote ae_006.pth
20240908-01:00:51 wrote ae_007.pth
20240908-01:00:52 wrote ae_008.pth
20240908-01:00:52 wrote ae_009.pth
20240908-01:00:52 epoch_duration 3min7s next_finish 01:04:00
20240908-01:00:52 wrote state.pth
20240908-01:00:52 --- epoch 280 ----------------------------------------
20240908-01:00:52 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8134 0.8501 0.8276 0.8377
20240908-01:00:52 time_train=54222 time_c_quizzes=0
20240908-01:00:52 no_c_quiz
20240908-01:00:52 training model 6 (accuracy 0.8133669495582581)
20240908-01:00:52 training model 8 (accuracy 0.8276299238204956)
20240908-01:02:57 train_loss 280 model 6 0.015054717042279663
20240908-01:02:57 train_loss 280 model 8 0.015589874447570765
20240908-01:02:59 test_loss 280 model 6 0.009554740693420171
20240908-01:02:59 test_loss 280 model 8 0.008012706270164927
20240908-01:03:43 test_accuracy 280 model 6 nb_correct 679 / 814 (83.42%)
20240908-01:03:44 test_accuracy 280 model 8 nb_correct 654 / 801 (81.65%)
20240908-01:03:44 wrote ae_000.pth
20240908-01:03:45 wrote ae_001.pth
20240908-01:03:46 wrote ae_002.pth
20240908-01:03:46 wrote ae_003.pth
20240908-01:03:47 wrote ae_004.pth
20240908-01:03:48 wrote ae_005.pth
20240908-01:03:49 wrote ae_006.pth
20240908-01:03:49 wrote ae_007.pth
20240908-01:03:50 wrote ae_008.pth
20240908-01:03:51 wrote ae_009.pth
20240908-01:03:51 epoch_duration 2min58s next_finish 01:06:49
20240908-01:03:51 wrote state.pth
20240908-01:03:51 --- epoch 281 ----------------------------------------
20240908-01:03:51 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8342 0.8501 0.8165 0.8377
20240908-01:03:51 time_train=54393 time_c_quizzes=0
20240908-01:03:51 no_c_quiz
20240908-01:03:51 training model 8 (accuracy 0.8164793848991394)
20240908-01:03:51 training model 6 (accuracy 0.834152340888977)
20240908-01:05:56 train_loss 281 model 8 0.015830323294561823
20240908-01:05:56 train_loss 281 model 6 0.014150509226150462
20240908-01:05:57 test_loss 281 model 8 0.011633874945619026
20240908-01:05:57 test_loss 281 model 6 0.013477086349303136
20240908-01:06:44 test_accuracy 281 model 6 nb_correct 662 / 807 (82.03%)
20240908-01:06:50 test_accuracy 281 model 8 nb_correct 635 / 795 (79.87%)
20240908-01:06:51 wrote ae_000.pth
20240908-01:06:52 wrote ae_001.pth
20240908-01:06:52 wrote ae_002.pth
20240908-01:06:53 wrote ae_003.pth
20240908-01:06:54 wrote ae_004.pth
20240908-01:06:54 wrote ae_005.pth
20240908-01:06:55 wrote ae_006.pth
20240908-01:06:56 wrote ae_007.pth
20240908-01:06:56 wrote ae_008.pth
20240908-01:06:57 wrote ae_009.pth
20240908-01:06:57 epoch_duration 3min6s next_finish 01:10:03
20240908-01:06:57 wrote state.pth
20240908-01:06:57 --- epoch 282 ----------------------------------------
20240908-01:06:57 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8203 0.8501 0.7987 0.8377
20240908-01:06:57 time_train=54572 time_c_quizzes=0
20240908-01:06:57 no_c_quiz
20240908-01:06:57 training model 8 (accuracy 0.7987421154975891)
20240908-01:06:57 training model 6 (accuracy 0.8203221559524536)
20240908-01:09:02 train_loss 282 model 8 0.014676652923226357
20240908-01:09:02 train_loss 282 model 6 0.014675603365831194
20240908-01:09:04 test_loss 282 model 8 0.012747499377655912
20240908-01:09:04 test_loss 282 model 6 0.00928525604222159
20240908-01:09:51 test_accuracy 282 model 6 nb_correct 668 / 786 (84.99%)
20240908-01:09:55 test_accuracy 282 model 8 nb_correct 664 / 811 (81.87%)
20240908-01:09:56 wrote ae_000.pth
20240908-01:09:57 wrote ae_001.pth
20240908-01:09:57 wrote ae_002.pth
20240908-01:09:58 wrote ae_003.pth
20240908-01:09:59 wrote ae_004.pth
20240908-01:09:59 wrote ae_005.pth
20240908-01:10:00 wrote ae_006.pth
20240908-01:10:01 wrote ae_007.pth
20240908-01:10:01 wrote ae_008.pth
20240908-01:10:02 wrote ae_009.pth
20240908-01:10:02 epoch_duration 3min5s next_finish 01:13:07
20240908-01:10:02 wrote state.pth
20240908-01:10:02 --- epoch 283 ----------------------------------------
20240908-01:10:02 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8187 0.8377
20240908-01:10:02 time_train=54750 time_c_quizzes=0
20240908-01:10:02 no_c_quiz
20240908-01:10:02 training model 8 (accuracy 0.8187422752380371)
20240908-01:10:02 training model 9 (accuracy 0.8377028703689575)
20240908-01:12:07 train_loss 283 model 8 0.014634372609551066
20240908-01:12:07 train_loss 283 model 9 0.01496772979281377
20240908-01:12:08 test_loss 283 model 8 0.015234646858516498
20240908-01:12:09 test_loss 283 model 9 0.010903190610042657
20240908-01:12:52 test_accuracy 283 model 9 nb_correct 639 / 773 (82.66%)
20240908-01:12:54 test_accuracy 283 model 8 nb_correct 665 / 805 (82.61%)
20240908-01:12:55 wrote ae_000.pth
20240908-01:12:56 wrote ae_001.pth
20240908-01:12:56 wrote ae_002.pth
20240908-01:12:57 wrote ae_003.pth
20240908-01:12:58 wrote ae_004.pth
20240908-01:12:59 wrote ae_005.pth
20240908-01:12:59 wrote ae_006.pth
20240908-01:13:00 wrote ae_007.pth
20240908-01:13:01 wrote ae_008.pth
20240908-01:13:01 wrote ae_009.pth
20240908-01:13:01 epoch_duration 2min59s next_finish 01:16:01
20240908-01:13:01 wrote state.pth
20240908-01:13:01 --- epoch 284 ----------------------------------------
20240908-01:13:01 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8261 0.8266
20240908-01:13:01 time_train=54922 time_c_quizzes=0
20240908-01:13:01 no_c_quiz
20240908-01:13:01 training model 8 (accuracy 0.8260869383811951)
20240908-01:13:01 training model 9 (accuracy 0.8266494274139404)
20240908-01:15:06 train_loss 284 model 9 0.014735800846538041
20240908-01:15:06 train_loss 284 model 8 0.014564051365858177
20240908-01:15:07 test_loss 284 model 9 0.01375785530435678
20240908-01:15:08 test_loss 284 model 8 0.012173649316355294
20240908-01:15:49 test_accuracy 284 model 9 nb_correct 618 / 776 (79.64%)
20240908-01:15:52 test_accuracy 284 model 8 nb_correct 691 / 816 (84.68%)
20240908-01:15:52 wrote ae_000.pth
20240908-01:15:53 wrote ae_001.pth
20240908-01:15:54 wrote ae_002.pth
20240908-01:15:54 wrote ae_003.pth
20240908-01:15:55 wrote ae_004.pth
20240908-01:15:56 wrote ae_005.pth
20240908-01:15:56 wrote ae_006.pth
20240908-01:15:57 wrote ae_007.pth
20240908-01:15:58 wrote ae_008.pth
20240908-01:15:58 wrote ae_009.pth
20240908-01:15:58 epoch_duration 2min57s next_finish 01:18:55
20240908-01:15:58 wrote state.pth
20240908-01:15:58 --- epoch 285 ----------------------------------------
20240908-01:15:58 current_test_accuracies 0.8388 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.7964
20240908-01:15:58 time_train=55092 time_c_quizzes=0
20240908-01:15:58 no_c_quiz
20240908-01:15:58 training model 9 (accuracy 0.7963917255401611)
20240908-01:15:58 training model 0 (accuracy 0.8387500047683716)
20240908-01:18:03 train_loss 285 model 0 0.014738973043538862
20240908-01:18:03 train_loss 285 model 9 0.014624699115156545
20240908-01:18:05 test_loss 285 model 0 0.01325164466688875
20240908-01:18:05 test_loss 285 model 9 0.012740730332006933
20240908-01:18:52 test_accuracy 285 model 9 nb_correct 676 / 809 (83.56%)
20240908-01:18:57 test_accuracy 285 model 0 nb_correct 633 / 782 (80.95%)
20240908-01:18:57 wrote ae_000.pth
20240908-01:18:58 wrote ae_001.pth
20240908-01:18:59 wrote ae_002.pth
20240908-01:18:59 wrote ae_003.pth
20240908-01:19:00 wrote ae_004.pth
20240908-01:19:01 wrote ae_005.pth
20240908-01:19:01 wrote ae_006.pth
20240908-01:19:02 wrote ae_007.pth
20240908-01:19:03 wrote ae_008.pth
20240908-01:19:03 wrote ae_009.pth
20240908-01:19:03 epoch_duration 3min5s next_finish 01:22:09
20240908-01:19:03 wrote state.pth
20240908-01:19:03 --- epoch 286 ----------------------------------------
20240908-01:19:03 current_test_accuracies 0.8095 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8356
20240908-01:19:03 time_train=55270 time_c_quizzes=0
20240908-01:19:03 no_c_quiz
20240908-01:19:03 training model 0 (accuracy 0.8094629049301147)
20240908-01:19:03 training model 9 (accuracy 0.8355994820594788)
20240908-01:21:08 train_loss 286 model 9 0.01513704161021451
20240908-01:21:08 train_loss 286 model 0 0.014854180405396619
20240908-01:21:10 test_loss 286 model 9 0.009018476722440027
20240908-01:21:10 test_loss 286 model 0 0.01298797340132296
20240908-01:21:51 test_accuracy 286 model 0 nb_correct 649 / 785 (82.68%)
20240908-01:22:03 test_accuracy 286 model 9 nb_correct 652 / 796 (81.91%)
20240908-01:22:03 wrote ae_000.pth
20240908-01:22:04 wrote ae_001.pth
20240908-01:22:05 wrote ae_002.pth
20240908-01:22:05 wrote ae_003.pth
20240908-01:22:06 wrote ae_004.pth
20240908-01:22:07 wrote ae_005.pth
20240908-01:22:07 wrote ae_006.pth
20240908-01:22:08 wrote ae_007.pth
20240908-01:22:09 wrote ae_008.pth
20240908-01:22:10 wrote ae_009.pth
20240908-01:22:10 epoch_duration 3min6s next_finish 01:25:16
20240908-01:22:10 wrote state.pth
20240908-01:22:10 --- epoch 287 ----------------------------------------
20240908-01:22:10 current_test_accuracies 0.8268 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8191
20240908-01:22:10 time_train=55449 time_c_quizzes=0
20240908-01:22:10 no_c_quiz
20240908-01:22:10 training model 9 (accuracy 0.8190954923629761)
20240908-01:22:10 training model 0 (accuracy 0.8267515897750854)
20240908-01:24:14 train_loss 287 model 0 0.014811028100710246
20240908-01:24:14 train_loss 287 model 9 0.015070336525750462
20240908-01:24:16 test_loss 287 model 0 0.010097190891610808
20240908-01:24:16 test_loss 287 model 9 0.00872132230506395
20240908-01:25:01 test_accuracy 287 model 0 nb_correct 660 / 801 (82.40%)
20240908-01:25:04 test_accuracy 287 model 9 nb_correct 657 / 795 (82.64%)
20240908-01:25:05 wrote ae_000.pth
20240908-01:25:05 wrote ae_001.pth
20240908-01:25:06 wrote ae_002.pth
20240908-01:25:07 wrote ae_003.pth
20240908-01:25:07 wrote ae_004.pth
20240908-01:25:08 wrote ae_005.pth
20240908-01:25:09 wrote ae_006.pth
20240908-01:25:09 wrote ae_007.pth
20240908-01:25:10 wrote ae_008.pth
20240908-01:25:11 wrote ae_009.pth
20240908-01:25:11 epoch_duration 3min1s next_finish 01:28:12
20240908-01:25:11 wrote state.pth
20240908-01:25:11 --- epoch 288 ----------------------------------------
20240908-01:25:11 current_test_accuracies 0.8240 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8264
20240908-01:25:11 time_train=55623 time_c_quizzes=0
20240908-01:25:11 no_c_quiz
20240908-01:25:11 training model 0 (accuracy 0.8239700198173523)
20240908-01:25:11 training model 9 (accuracy 0.8264151215553284)
20240908-01:27:16 train_loss 288 model 9 0.014392188876023284
20240908-01:27:16 train_loss 288 model 0 0.015004036526093842
20240908-01:27:17 test_loss 288 model 9 0.012722230433428194
20240908-01:27:17 test_loss 288 model 0 0.010400259547213863
20240908-01:28:03 test_accuracy 288 model 9 nb_correct 649 / 782 (82.99%)
20240908-01:28:08 test_accuracy 288 model 0 nb_correct 657 / 783 (83.91%)
20240908-01:28:09 wrote ae_000.pth
20240908-01:28:09 wrote ae_001.pth
20240908-01:28:10 wrote ae_002.pth
20240908-01:28:11 wrote ae_003.pth
20240908-01:28:11 wrote ae_004.pth
20240908-01:28:12 wrote ae_005.pth
20240908-01:28:13 wrote ae_006.pth
20240908-01:28:13 wrote ae_007.pth
20240908-01:28:14 wrote ae_008.pth
20240908-01:28:15 wrote ae_009.pth
20240908-01:28:15 epoch_duration 3min4s next_finish 01:31:19
20240908-01:28:15 wrote state.pth
20240908-01:28:15 --- epoch 289 ----------------------------------------
20240908-01:28:15 current_test_accuracies 0.8391 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8299
20240908-01:28:15 time_train=55800 time_c_quizzes=0
20240908-01:28:15 no_c_quiz
20240908-01:28:15 training model 9 (accuracy 0.8299232721328735)
20240908-01:28:15 training model 0 (accuracy 0.8390804529190063)
20240908-01:30:20 train_loss 289 model 0 0.014817079939006363
20240908-01:30:20 train_loss 289 model 9 0.013888616617754451
20240908-01:30:22 test_loss 289 model 0 0.012267019176215399
20240908-01:30:22 test_loss 289 model 9 0.01177592719286622
20240908-01:31:07 test_accuracy 289 model 0 nb_correct 648 / 780 (83.08%)
20240908-01:31:10 test_accuracy 289 model 9 nb_correct 640 / 797 (80.30%)
20240908-01:31:10 wrote ae_000.pth
20240908-01:31:11 wrote ae_001.pth
20240908-01:31:12 wrote ae_002.pth
20240908-01:31:12 wrote ae_003.pth
20240908-01:31:13 wrote ae_004.pth
20240908-01:31:14 wrote ae_005.pth
20240908-01:31:14 wrote ae_006.pth
20240908-01:31:15 wrote ae_007.pth
20240908-01:31:16 wrote ae_008.pth
20240908-01:31:16 wrote ae_009.pth
20240908-01:31:16 epoch_duration 3min1s next_finish 01:34:18
20240908-01:31:16 wrote state.pth
20240908-01:31:16 --- epoch 290 ----------------------------------------
20240908-01:31:16 current_test_accuracies 0.8308 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8030
20240908-01:31:16 time_train=55974 time_c_quizzes=0
20240908-01:31:16 no_c_quiz
20240908-01:31:16 training model 9 (accuracy 0.8030112981796265)
20240908-01:31:16 training model 0 (accuracy 0.8307692408561707)
20240908-01:33:21 train_loss 290 model 9 0.014374692577621317
20240908-01:33:21 train_loss 290 model 0 0.014596135191182838
20240908-01:33:23 test_loss 290 model 9 0.013037166346111916
20240908-01:33:23 test_loss 290 model 0 0.009343106822780101
20240908-01:34:04 test_accuracy 290 model 9 nb_correct 661 / 797 (82.94%)
20240908-01:34:13 test_accuracy 290 model 0 nb_correct 693 / 814 (85.14%)
20240908-01:34:13 wrote ae_000.pth
20240908-01:34:14 wrote ae_001.pth
20240908-01:34:15 wrote ae_002.pth
20240908-01:34:15 wrote ae_003.pth
20240908-01:34:16 wrote ae_004.pth
20240908-01:34:17 wrote ae_005.pth
20240908-01:34:17 wrote ae_006.pth
20240908-01:34:18 wrote ae_007.pth
20240908-01:34:19 wrote ae_008.pth
20240908-01:34:19 wrote ae_009.pth
20240908-01:34:19 epoch_duration 3min3s next_finish 01:37:23
20240908-01:34:19 wrote state.pth
20240908-01:34:19 --- epoch 291 ----------------------------------------
20240908-01:34:19 current_test_accuracies 0.8514 0.8624 0.8516 0.8452 0.8642 0.8496 0.8499 0.8501 0.8468 0.8294
20240908-01:34:19 time_train=56150 time_c_quizzes=0
20240908-01:34:19 no_c_quiz
20240908-01:34:19 training model 9 (accuracy 0.8293601274490356)
20240908-01:34:19 training model 3 (accuracy 0.8451776504516602)
20240908-01:36:24 train_loss 291 model 3 0.014247859911454726
20240908-01:36:24 train_loss 291 model 9 0.014577439248430892
20240908-01:36:26 test_loss 291 model 3 0.011662167320901062
20240908-01:36:26 test_loss 291 model 9 0.013264032850565854
20240908-01:37:09 test_accuracy 291 model 3 nb_correct 636 / 817 (77.85%)
20240908-01:37:10 test_accuracy 291 model 9 nb_correct 671 / 779 (86.14%)
20240908-01:37:11 wrote ae_000.pth
20240908-01:37:12 wrote ae_001.pth
20240908-01:37:13 wrote ae_002.pth
20240908-01:37:13 wrote ae_003.pth
20240908-01:37:14 wrote ae_004.pth
20240908-01:37:15 wrote ae_005.pth
20240908-01:37:15 wrote ae_006.pth
20240908-01:37:16 wrote ae_007.pth
20240908-01:37:17 wrote ae_008.pth
20240908-01:37:17 wrote ae_009.pth
20240908-01:37:17 epoch_duration 2min57s next_finish 01:40:15
20240908-01:37:17 wrote state.pth
20240908-01:37:17 --- epoch 292 ----------------------------------------
20240908-01:37:17 current_test_accuracies 0.8514 0.8624 0.8516 0.7785 0.8642 0.8496 0.8499 0.8501 0.8468 0.8614
20240908-01:37:17 time_train=56320 time_c_quizzes=0
20240908-01:37:17 no_c_quiz
20240908-01:37:17 training model 3 (accuracy 0.778457760810852)
20240908-01:37:17 training model 8 (accuracy 0.8468137383460999)
20240908-01:39:22 train_loss 292 model 8 0.01564191897274577
20240908-01:39:22 train_loss 292 model 3 0.01410827209695708
20240908-01:39:24 test_loss 292 model 8 0.010483205515083683
20240908-01:39:24 test_loss 292 model 3 0.012696210591821
20240908-01:40:02 test_accuracy 292 model 8 nb_correct 716 / 813 (88.07%)
20240908-01:40:07 test_accuracy 292 model 3 nb_correct 659 / 789 (83.52%)
20240908-01:40:08 wrote ae_000.pth
20240908-01:40:09 wrote ae_001.pth
20240908-01:40:09 wrote ae_002.pth
20240908-01:40:10 wrote ae_003.pth
20240908-01:40:11 wrote ae_004.pth
20240908-01:40:11 wrote ae_005.pth
20240908-01:40:12 wrote ae_006.pth
20240908-01:40:13 wrote ae_007.pth
20240908-01:40:13 wrote ae_008.pth
20240908-01:40:14 wrote ae_009.pth
20240908-01:40:14 epoch_duration 2min56s next_finish 01:43:11
20240908-01:40:14 wrote state.pth
20240908-01:40:14 --- epoch 293 ----------------------------------------
20240908-01:40:14 current_test_accuracies 0.8514 0.8624 0.8516 0.8352 0.8642 0.8496 0.8499 0.8501 0.8807 0.8614
20240908-01:40:14 time_train=56489 time_c_quizzes=0
20240908-01:40:14 no_c_quiz
20240908-01:40:14 training model 3 (accuracy 0.8352344632148743)
20240908-01:40:14 training model 5 (accuracy 0.8496240377426147)
20240908-01:42:19 train_loss 293 model 3 0.015505375603970606
20240908-01:42:19 train_loss 293 model 5 0.014655331792571814
20240908-01:42:20 test_loss 293 model 3 0.011768935421582683
20240908-01:42:20 test_loss 293 model 5 0.011072544190574263
20240908-01:43:02 test_accuracy 293 model 3 nb_correct 669 / 788 (84.90%)
20240908-01:43:10 test_accuracy 293 model 5 nb_correct 640 / 791 (80.91%)
20240908-01:43:11 wrote ae_000.pth
20240908-01:43:12 wrote ae_001.pth
20240908-01:43:13 wrote ae_002.pth
20240908-01:43:13 wrote ae_003.pth
20240908-01:43:14 wrote ae_004.pth
20240908-01:43:15 wrote ae_005.pth
20240908-01:43:15 wrote ae_006.pth
20240908-01:43:16 wrote ae_007.pth
20240908-01:43:17 wrote ae_008.pth
20240908-01:43:17 wrote ae_009.pth
20240908-01:43:17 epoch_duration 3min3s next_finish 01:46:21
20240908-01:43:17 wrote state.pth
20240908-01:43:17 --- epoch 294 ----------------------------------------
20240908-01:43:17 current_test_accuracies 0.8514 0.8624 0.8516 0.8490 0.8642 0.8091 0.8499 0.8501 0.8807 0.8614
20240908-01:43:17 time_train=56665 time_c_quizzes=0
20240908-01:43:17 no_c_quiz
20240908-01:43:17 training model 5 (accuracy 0.8091024160385132)
20240908-01:43:17 training model 3 (accuracy 0.8489847779273987)
20240908-01:45:22 train_loss 294 model 5 0.014801871877454686
20240908-01:45:22 train_loss 294 model 3 0.014906218490577884
20240908-01:45:24 test_loss 294 model 5 0.00842909531784244
20240908-01:45:24 test_loss 294 model 3 0.008965469307077001
20240908-01:46:04 test_accuracy 294 model 3 nb_correct 675 / 801 (84.27%)
20240908-01:46:09 test_accuracy 294 model 5 nb_correct 663 / 810 (81.85%)
20240908-01:46:09 wrote ae_000.pth
20240908-01:46:10 wrote ae_001.pth
20240908-01:46:11 wrote ae_002.pth
20240908-01:46:11 wrote ae_003.pth
20240908-01:46:12 wrote ae_004.pth
20240908-01:46:13 wrote ae_005.pth
20240908-01:46:14 wrote ae_006.pth
20240908-01:46:14 wrote ae_007.pth
20240908-01:46:15 wrote ae_008.pth
20240908-01:46:16 wrote ae_009.pth
20240908-01:46:16 epoch_duration 2min58s next_finish 01:49:14
20240908-01:46:16 wrote state.pth
20240908-01:46:16 --- epoch 295 ----------------------------------------
20240908-01:46:16 current_test_accuracies 0.8514 0.8624 0.8516 0.8427 0.8642 0.8185 0.8499 0.8501 0.8807 0.8614
20240908-01:46:16 time_train=56836 time_c_quizzes=0
20240908-01:46:16 no_c_quiz
20240908-01:46:16 training model 5 (accuracy 0.8185185194015503)
20240908-01:46:16 training model 3 (accuracy 0.8426966071128845)
20240908-01:48:20 train_loss 295 model 3 0.013987587663490559
20240908-01:48:20 train_loss 295 model 5 0.013368175214614893
20240908-01:48:22 test_loss 295 model 3 0.011396322509335732
20240908-01:48:22 test_loss 295 model 5 0.011704632256078184
20240908-01:49:08 test_accuracy 295 model 5 nb_correct 672 / 789 (85.17%)
20240908-01:49:10 test_accuracy 295 model 3 nb_correct 655 / 801 (81.77%)
20240908-01:49:10 wrote ae_000.pth
20240908-01:49:11 wrote ae_001.pth
20240908-01:49:12 wrote ae_002.pth
20240908-01:49:12 wrote ae_003.pth
20240908-01:49:13 wrote ae_004.pth
20240908-01:49:14 wrote ae_005.pth
20240908-01:49:15 wrote ae_006.pth
20240908-01:49:15 wrote ae_007.pth
20240908-01:49:16 wrote ae_008.pth
20240908-01:49:16 wrote ae_009.pth
20240908-01:49:16 epoch_duration 3min0s next_finish 01:52:17
20240908-01:49:16 wrote state.pth
20240908-01:49:16 --- epoch 296 ----------------------------------------
20240908-01:49:16 current_test_accuracies 0.8514 0.8624 0.8516 0.8177 0.8642 0.8517 0.8499 0.8501 0.8807 0.8614
20240908-01:49:16 time_train=57010 time_c_quizzes=0
20240908-01:49:16 no_c_quiz
20240908-01:49:16 training model 3 (accuracy 0.8177278637886047)
20240908-01:49:16 training model 6 (accuracy 0.8498727679252625)
20240908-01:51:22 train_loss 296 model 6 0.013821771665883716
20240908-01:51:22 train_loss 296 model 3 0.01466500597180857
20240908-01:51:23 test_loss 296 model 6 0.013242001486651134
20240908-01:51:23 test_loss 296 model 3 0.010998045816813828
20240908-01:52:08 test_accuracy 296 model 3 nb_correct 669 / 808 (82.80%)
20240908-01:52:11 test_accuracy 296 model 6 nb_correct 655 / 815 (80.37%)
20240908-01:52:12 wrote ae_000.pth
20240908-01:52:13 wrote ae_001.pth
20240908-01:52:13 wrote ae_002.pth
20240908-01:52:14 wrote ae_003.pth
20240908-01:52:15 wrote ae_004.pth
20240908-01:52:15 wrote ae_005.pth
20240908-01:52:16 wrote ae_006.pth
20240908-01:52:17 wrote ae_007.pth
20240908-01:52:18 wrote ae_008.pth
20240908-01:52:18 wrote ae_009.pth
20240908-01:52:18 epoch_duration 3min1s next_finish 01:55:20
20240908-01:52:18 wrote state.pth
20240908-01:52:18 --- epoch 297 ----------------------------------------
20240908-01:52:18 current_test_accuracies 0.8514 0.8624 0.8516 0.8280 0.8642 0.8517 0.8037 0.8501 0.8807 0.8614
20240908-01:52:18 time_train=57184 time_c_quizzes=0
20240908-01:52:18 no_c_quiz
20240908-01:52:18 training model 6 (accuracy 0.803680956363678)
20240908-01:52:18 training model 3 (accuracy 0.8279703259468079)
20240908-01:54:23 train_loss 297 model 6 0.015193381151009816
20240908-01:54:24 train_loss 297 model 3 0.01378479684490594
20240908-01:54:25 test_loss 297 model 6 0.010881803124357247
20240908-01:54:25 test_loss 297 model 3 0.010173782586798552
20240908-01:55:06 test_accuracy 297 model 3 nb_correct 673 / 804 (83.71%)
20240908-01:55:14 test_accuracy 297 model 6 nb_correct 662 / 801 (82.65%)
20240908-01:55:15 wrote ae_000.pth
20240908-01:55:16 wrote ae_001.pth
20240908-01:55:17 wrote ae_002.pth
20240908-01:55:17 wrote ae_003.pth
20240908-01:55:18 wrote ae_004.pth
20240908-01:55:19 wrote ae_005.pth
20240908-01:55:19 wrote ae_006.pth
20240908-01:55:20 wrote ae_007.pth
20240908-01:55:21 wrote ae_008.pth
20240908-01:55:21 wrote ae_009.pth
20240908-01:55:21 epoch_duration 3min3s next_finish 01:58:24
20240908-01:55:21 wrote state.pth
20240908-01:55:21 --- epoch 298 ----------------------------------------
20240908-01:55:21 current_test_accuracies 0.8514 0.8624 0.8516 0.8371 0.8642 0.8517 0.8265 0.8501 0.8807 0.8614
20240908-01:55:21 time_train=57360 time_c_quizzes=0
20240908-01:55:21 no_c_quiz
20240908-01:55:21 training model 6 (accuracy 0.8264669179916382)
20240908-01:55:21 training model 3 (accuracy 0.8370646834373474)
20240908-01:57:26 train_loss 298 model 6 0.014050108682335121
20240908-01:57:26 train_loss 298 model 3 0.01421097103322245
20240908-01:57:27 test_loss 298 model 6 0.011574449654654017
20240908-01:57:28 test_loss 298 model 3 0.010340904507938831
20240908-01:58:11 test_accuracy 298 model 3 nb_correct 664 / 793 (83.73%)
20240908-01:58:18 test_accuracy 298 model 6 nb_correct 641 / 785 (81.66%)
20240908-01:58:19 wrote ae_000.pth
20240908-01:58:19 wrote ae_001.pth
20240908-01:58:20 wrote ae_002.pth
20240908-01:58:21 wrote ae_003.pth
20240908-01:58:21 wrote ae_004.pth
20240908-01:58:22 wrote ae_005.pth
20240908-01:58:23 wrote ae_006.pth
20240908-01:58:23 wrote ae_007.pth
20240908-01:58:24 wrote ae_008.pth
20240908-01:58:25 wrote ae_009.pth
20240908-01:58:25 epoch_duration 3min3s next_finish 02:01:28
20240908-01:58:25 wrote state.pth
20240908-01:58:25 --- epoch 299 ----------------------------------------
20240908-01:58:25 current_test_accuracies 0.8514 0.8624 0.8516 0.8373 0.8642 0.8517 0.8166 0.8501 0.8807 0.8614
20240908-01:58:25 time_train=57536 time_c_quizzes=0
20240908-01:58:25 no_c_quiz
20240908-01:58:25 training model 6 (accuracy 0.8165605068206787)
20240908-01:58:25 training model 3 (accuracy 0.8373265862464905)
20240908-02:00:30 train_loss 299 model 6 0.01402660680099507
20240908-02:00:30 train_loss 299 model 3 0.014213442382373613
20240908-02:00:31 test_loss 299 model 6 0.013810998544067843
20240908-02:00:31 test_loss 299 model 3 0.012266456599900267
20240908-02:01:09 test_accuracy 299 model 3 nb_correct 693 / 817 (84.82%)
20240908-02:01:22 test_accuracy 299 model 6 nb_correct 654 / 783 (83.52%)
20240908-02:01:23 wrote ae_000.pth
20240908-02:01:23 wrote ae_001.pth
20240908-02:01:24 wrote ae_002.pth
20240908-02:01:25 wrote ae_003.pth
20240908-02:01:25 wrote ae_004.pth
20240908-02:01:26 wrote ae_005.pth
20240908-02:01:27 wrote ae_006.pth
20240908-02:01:27 wrote ae_007.pth
20240908-02:01:28 wrote ae_008.pth
20240908-02:01:28 wrote ae_009.pth
20240908-02:01:28 epoch_duration 3min3s next_finish 02:04:32
20240908-02:01:28 wrote state.pth
20240908-02:01:28 --- epoch 300 ----------------------------------------
20240908-02:01:28 current_test_accuracies 0.8514 0.8624 0.8516 0.8482 0.8642 0.8517 0.8352 0.8501 0.8807 0.8614
20240908-02:01:28 time_train=57713 time_c_quizzes=0
20240908-02:01:28 no_c_quiz
20240908-02:01:28 training model 6 (accuracy 0.8352490663528442)
20240908-02:01:28 training model 3 (accuracy 0.8482252359390259)
20240908-02:03:34 train_loss 300 model 6 0.01467149628502375
20240908-02:03:34 train_loss 300 model 3 0.014405708534388396
20240908-02:03:35 test_loss 300 model 6 0.010143667038391868
20240908-02:03:35 test_loss 300 model 3 0.011033337207481963
20240908-02:04:16 test_accuracy 300 model 3 nb_correct 656 / 801 (81.90%)
20240908-02:04:33 test_accuracy 300 model 6 nb_correct 635 / 785 (80.89%)
20240908-02:04:34 wrote ae_000.pth
20240908-02:04:34 wrote ae_001.pth
20240908-02:04:35 wrote ae_002.pth
20240908-02:04:36 wrote ae_003.pth
20240908-02:04:36 wrote ae_004.pth
20240908-02:04:37 wrote ae_005.pth
20240908-02:04:38 wrote ae_006.pth
20240908-02:04:38 wrote ae_007.pth
20240908-02:04:39 wrote ae_008.pth
20240908-02:04:40 wrote ae_009.pth
20240908-02:04:40 epoch_duration 3min11s next_finish 02:07:51
20240908-02:04:40 wrote state.pth
20240908-02:04:40 --- epoch 301 ----------------------------------------
20240908-02:04:40 current_test_accuracies 0.8514 0.8624 0.8516 0.8190 0.8642 0.8517 0.8089 0.8501 0.8807 0.8614
20240908-02:04:40 time_train=57897 time_c_quizzes=0
20240908-02:04:40 no_c_quiz
20240908-02:04:40 training model 6 (accuracy 0.808917224407196)
20240908-02:04:40 training model 3 (accuracy 0.8189762830734253)
20240908-02:06:45 train_loss 301 model 3 0.013377877841507143
20240908-02:06:45 train_loss 301 model 6 0.01486648601962952
20240908-02:06:46 test_loss 301 model 3 0.009266782228041847
20240908-02:06:46 test_loss 301 model 6 0.01483607676855172
20240908-02:07:25 test_accuracy 301 model 3 nb_correct 665 / 805 (82.61%)
20240908-02:07:35 test_accuracy 301 model 6 nb_correct 682 / 811 (84.09%)
20240908-02:07:36 wrote ae_000.pth
20240908-02:07:36 wrote ae_001.pth
20240908-02:07:37 wrote ae_002.pth
20240908-02:07:38 wrote ae_003.pth
20240908-02:07:38 wrote ae_004.pth
20240908-02:07:39 wrote ae_005.pth
20240908-02:07:40 wrote ae_006.pth
20240908-02:07:41 wrote ae_007.pth
20240908-02:07:41 wrote ae_008.pth
20240908-02:07:42 wrote ae_009.pth
20240908-02:07:42 epoch_duration 3min2s next_finish 02:10:44
20240908-02:07:42 wrote state.pth
20240908-02:07:42 --- epoch 302 ----------------------------------------
20240908-02:07:42 current_test_accuracies 0.8514 0.8624 0.8516 0.8261 0.8642 0.8517 0.8409 0.8501 0.8807 0.8614
20240908-02:07:42 time_train=58072 time_c_quizzes=0
20240908-02:07:42 no_c_quiz
20240908-02:07:42 training model 3 (accuracy 0.8260869383811951)
20240908-02:07:42 training model 6 (accuracy 0.8409371376037598)
20240908-02:09:47 train_loss 302 model 3 0.014258781966564129
20240908-02:09:47 train_loss 302 model 6 0.014122854986206222
20240908-02:09:49 test_loss 302 model 3 0.008639749876965652
20240908-02:09:49 test_loss 302 model 6 0.012969891621105489
20240908-02:10:28 test_accuracy 302 model 3 nb_correct 702 / 812 (86.45%)
20240908-02:10:34 test_accuracy 302 model 6 nb_correct 656 / 775 (84.65%)
20240908-02:10:34 wrote ae_000.pth
20240908-02:10:35 wrote ae_001.pth
20240908-02:10:36 wrote ae_002.pth
20240908-02:10:36 wrote ae_003.pth
20240908-02:10:37 wrote ae_004.pth
20240908-02:10:38 wrote ae_005.pth
20240908-02:10:38 wrote ae_006.pth
20240908-02:10:39 wrote ae_007.pth
20240908-02:10:40 wrote ae_008.pth
20240908-02:10:40 wrote ae_009.pth
20240908-02:10:40 epoch_duration 2min58s next_finish 02:13:39
20240908-02:10:40 wrote state.pth
20240908-02:10:40 --- epoch 303 ----------------------------------------
20240908-02:10:40 current_test_accuracies 0.8514 0.8624 0.8516 0.8645 0.8642 0.8517 0.8465 0.8501 0.8807 0.8614
20240908-02:10:40 time_train=58243 time_c_quizzes=0
20240908-02:10:40 no_c_quiz
20240908-02:10:40 training model 6 (accuracy 0.8464516401290894)
20240908-02:10:40 training model 7 (accuracy 0.85012286901474)
20240908-02:12:45 train_loss 303 model 6 0.014618643308233004
20240908-02:12:45 train_loss 303 model 7 0.01534454288726556
20240908-02:12:47 test_loss 303 model 6 0.011845499933042448
20240908-02:12:47 test_loss 303 model 7 0.012148398131830617
20240908-02:13:32 test_accuracy 303 model 7 nb_correct 651 / 803 (81.07%)
20240908-02:13:36 test_accuracy 303 model 6 nb_correct 630 / 790 (79.75%)
20240908-02:13:37 wrote ae_000.pth
20240908-02:13:38 wrote ae_001.pth
20240908-02:13:38 wrote ae_002.pth
20240908-02:13:39 wrote ae_003.pth
20240908-02:13:40 wrote ae_004.pth
20240908-02:13:40 wrote ae_005.pth
20240908-02:13:41 wrote ae_006.pth
20240908-02:13:42 wrote ae_007.pth
20240908-02:13:42 wrote ae_008.pth
20240908-02:13:43 wrote ae_009.pth
20240908-02:13:43 epoch_duration 3min2s next_finish 02:16:46
20240908-02:13:43 wrote state.pth
20240908-02:13:43 --- epoch 304 ----------------------------------------
20240908-02:13:43 current_test_accuracies 0.8514 0.8624 0.8516 0.8645 0.8642 0.8517 0.7975 0.8107 0.8807 0.8614
20240908-02:13:43 time_train=58419 time_c_quizzes=0
20240908-02:13:43 no_c_quiz
20240908-02:13:43 training model 6 (accuracy 0.797468364238739)
20240908-02:13:43 training model 7 (accuracy 0.8107098340988159)
20240908-02:15:48 train_loss 304 model 6 0.014187950934690888
20240908-02:15:48 train_loss 304 model 7 0.015767462972857173
20240908-02:15:50 test_loss 304 model 6 0.007939036621974083
20240908-02:15:50 test_loss 304 model 7 0.011325307832157705
20240908-02:16:35 test_accuracy 304 model 6 nb_correct 678 / 808 (83.91%)
20240908-02:16:38 test_accuracy 304 model 7 nb_correct 632 / 795 (79.50%)
20240908-02:16:38 wrote ae_000.pth
20240908-02:16:39 wrote ae_001.pth
20240908-02:16:40 wrote ae_002.pth
20240908-02:16:41 wrote ae_003.pth
20240908-02:16:41 wrote ae_004.pth
20240908-02:16:42 wrote ae_005.pth
20240908-02:16:43 wrote ae_006.pth
20240908-02:16:43 wrote ae_007.pth
20240908-02:16:44 wrote ae_008.pth
20240908-02:16:45 wrote ae_009.pth
20240908-02:16:45 epoch_duration 3min1s next_finish 02:19:46
20240908-02:16:45 wrote state.pth
20240908-02:16:45 --- epoch 305 ----------------------------------------
20240908-02:16:45 current_test_accuracies 0.8514 0.8624 0.8516 0.8645 0.8642 0.8517 0.8391 0.7950 0.8807 0.8614
20240908-02:16:45 time_train=58593 time_c_quizzes=0
20240908-02:16:45 no_c_quiz
20240908-02:16:45 training model 7 (accuracy 0.7949685454368591)
20240908-02:16:45 training model 6 (accuracy 0.8391088843345642)
20240908-02:18:50 train_loss 305 model 6 0.01402778544271132
20240908-02:18:50 train_loss 305 model 7 0.015206993156156387
20240908-02:18:51 test_loss 305 model 6 0.0104676528237178
20240908-02:18:51 test_loss 305 model 7 0.008612240978618502
20240908-02:19:38 test_accuracy 305 model 7 nb_correct 645 / 783 (82.38%)
20240908-02:19:49 test_accuracy 305 model 6 nb_correct 666 / 775 (85.94%)
20240908-02:19:50 wrote ae_000.pth
20240908-02:19:51 wrote ae_001.pth
20240908-02:19:51 wrote ae_002.pth
20240908-02:19:52 wrote ae_003.pth
20240908-02:19:53 wrote ae_004.pth
20240908-02:19:53 wrote ae_005.pth
20240908-02:19:54 wrote ae_006.pth
20240908-02:19:55 wrote ae_007.pth
20240908-02:19:55 wrote ae_008.pth
20240908-02:19:56 wrote ae_009.pth
20240908-02:19:56 epoch_duration 3min11s next_finish 02:23:07
20240908-02:19:56 wrote state.pth
20240908-02:19:56 --- epoch 306 ----------------------------------------
20240908-02:19:56 current_test_accuracies 0.8514 0.8624 0.8516 0.8645 0.8642 0.8517 0.8594 0.8238 0.8807 0.8614
20240908-02:19:56 time_train=58777 time_c_quizzes=0
20240908-02:19:56 no_c_quiz
20240908-02:19:56 training model 7 (accuracy 0.8237547874450684)
20240908-02:19:56 training model 0 (accuracy 0.8513513803482056)
20240908-02:22:01 train_loss 306 model 0 0.013883620016742497
20240908-02:22:01 train_loss 306 model 7 0.015405927418541979
20240908-02:22:02 test_loss 306 model 0 0.011990463947586249
20240908-02:22:02 test_loss 306 model 7 0.012020187211601297
20240908-02:22:47 test_accuracy 306 model 7 nb_correct 634 / 783 (80.97%)
20240908-02:22:56 test_accuracy 306 model 0 nb_correct 690 / 808 (85.40%)
20240908-02:22:57 wrote ae_000.pth
20240908-02:22:57 wrote ae_001.pth
20240908-02:22:58 wrote ae_002.pth
20240908-02:22:59 wrote ae_003.pth
20240908-02:22:59 wrote ae_004.pth
20240908-02:23:00 wrote ae_005.pth
20240908-02:23:01 wrote ae_006.pth
20240908-02:23:01 wrote ae_007.pth
20240908-02:23:02 wrote ae_008.pth
20240908-02:23:03 wrote ae_009.pth
20240908-02:23:03 epoch_duration 3min6s next_finish 02:26:09
20240908-02:23:03 wrote state.pth
20240908-02:23:03 --- epoch 307 ----------------------------------------
20240908-02:23:03 current_test_accuracies 0.8540 0.8624 0.8516 0.8645 0.8642 0.8517 0.8594 0.8097 0.8807 0.8614
20240908-02:23:03 time_train=58956 time_c_quizzes=0
20240908-02:23:03 no_c_quiz
20240908-02:23:03 training model 7 (accuracy 0.8097062706947327)
20240908-02:23:03 training model 2 (accuracy 0.8516209721565247)
20240908-02:25:08 train_loss 307 model 2 0.01699116551404586
20240908-02:25:08 train_loss 307 model 7 0.01410973672151158
20240908-02:25:09 test_loss 307 model 2 0.016226661868859082
20240908-02:25:09 test_loss 307 model 7 0.012450777913545607
20240908-02:25:52 test_accuracy 307 model 7 nb_correct 693 / 824 (84.10%)
20240908-02:26:09 test_accuracy 307 model 2 nb_correct 625 / 811 (77.07%)
20240908-02:26:10 wrote ae_000.pth
20240908-02:26:11 wrote ae_001.pth
20240908-02:26:11 wrote ae_002.pth
20240908-02:26:12 wrote ae_003.pth
20240908-02:26:13 wrote ae_004.pth
20240908-02:26:13 wrote ae_005.pth
20240908-02:26:14 wrote ae_006.pth
20240908-02:26:15 wrote ae_007.pth
20240908-02:26:15 wrote ae_008.pth
20240908-02:26:16 wrote ae_009.pth
20240908-02:26:16 epoch_duration 3min13s next_finish 02:29:29
20240908-02:26:16 wrote state.pth
20240908-02:26:16 --- epoch 308 ----------------------------------------
20240908-02:26:16 current_test_accuracies 0.8540 0.8624 0.7707 0.8645 0.8642 0.8517 0.8594 0.8410 0.8807 0.8614
20240908-02:26:16 time_train=59142 time_c_quizzes=0
20240908-02:26:16 no_c_quiz
20240908-02:26:16 training model 2 (accuracy 0.770653486251831)
20240908-02:26:16 training model 7 (accuracy 0.8410193920135498)
20240908-02:28:21 train_loss 308 model 2 0.016131484089419244
20240908-02:28:21 train_loss 308 model 7 0.014888890270813136
20240908-02:28:23 test_loss 308 model 2 0.010042980548860214
20240908-02:28:23 test_loss 308 model 7 0.010201465569662106
20240908-02:29:05 test_accuracy 308 model 7 nb_correct 639 / 784 (81.51%)
20240908-02:29:12 test_accuracy 308 model 2 nb_correct 657 / 804 (81.72%)
20240908-02:29:13 wrote ae_000.pth
20240908-02:29:14 wrote ae_001.pth
20240908-02:29:14 wrote ae_002.pth
20240908-02:29:15 wrote ae_003.pth
20240908-02:29:16 wrote ae_004.pth
20240908-02:29:16 wrote ae_005.pth
20240908-02:29:17 wrote ae_006.pth
20240908-02:29:18 wrote ae_007.pth
20240908-02:29:18 wrote ae_008.pth
20240908-02:29:19 wrote ae_009.pth
20240908-02:29:19 epoch_duration 3min3s next_finish 02:32:22
20240908-02:29:19 wrote state.pth
20240908-02:29:19 --- epoch 309 ----------------------------------------
20240908-02:29:19 current_test_accuracies 0.8540 0.8624 0.8172 0.8645 0.8642 0.8517 0.8594 0.8151 0.8807 0.8614
20240908-02:29:19 time_train=59318 time_c_quizzes=0
20240908-02:29:19 no_c_quiz
20240908-02:29:19 training model 7 (accuracy 0.8150510191917419)
20240908-02:29:19 training model 2 (accuracy 0.8171641826629639)
20240908-02:31:24 train_loss 309 model 7 0.01589645624629338
20240908-02:31:24 train_loss 309 model 2 0.014858306157111655
20240908-02:31:26 test_loss 309 model 7 0.013814723544783192
20240908-02:31:26 test_loss 309 model 2 0.013746709195402218
20240908-02:32:11 test_accuracy 309 model 7 nb_correct 649 / 821 (79.05%)
20240908-02:32:26 test_accuracy 309 model 2 nb_correct 620 / 793 (78.18%)
20240908-02:32:26 wrote ae_000.pth
20240908-02:32:27 wrote ae_001.pth
20240908-02:32:28 wrote ae_002.pth
20240908-02:32:28 wrote ae_003.pth
20240908-02:32:29 wrote ae_004.pth
20240908-02:32:30 wrote ae_005.pth
20240908-02:32:30 wrote ae_006.pth
20240908-02:32:31 wrote ae_007.pth
20240908-02:32:32 wrote ae_008.pth
20240908-02:32:33 wrote ae_009.pth
20240908-02:32:33 epoch_duration 3min13s next_finish 02:35:46
20240908-02:32:33 wrote state.pth
20240908-02:32:33 --- epoch 310 ----------------------------------------
20240908-02:32:33 current_test_accuracies 0.8540 0.8624 0.7818 0.8645 0.8642 0.8517 0.8594 0.7905 0.8807 0.8614
20240908-02:32:33 time_train=59504 time_c_quizzes=0
20240908-02:32:33 no_c_quiz
20240908-02:32:33 training model 2 (accuracy 0.7818410992622375)
20240908-02:32:33 training model 7 (accuracy 0.7904993891716003)
20240908-02:34:38 train_loss 310 model 2 0.015211128375070984
20240908-02:34:38 train_loss 310 model 7 0.014578658643702511
20240908-02:34:39 test_loss 310 model 2 0.013345395411306527
20240908-02:34:39 test_loss 310 model 7 0.008443022410665435
20240908-02:35:28 test_accuracy 310 model 7 nb_correct 663 / 782 (84.78%)
20240908-02:35:43 test_accuracy 310 model 2 nb_correct 628 / 795 (78.99%)
20240908-02:35:43 wrote ae_000.pth
20240908-02:35:44 wrote ae_001.pth
20240908-02:35:45 wrote ae_002.pth
20240908-02:35:46 wrote ae_003.pth
20240908-02:35:46 wrote ae_004.pth
20240908-02:35:47 wrote ae_005.pth
20240908-02:35:48 wrote ae_006.pth
20240908-02:35:48 wrote ae_007.pth
20240908-02:35:49 wrote ae_008.pth
20240908-02:35:50 wrote ae_009.pth
20240908-02:35:50 epoch_duration 3min17s next_finish 02:39:07
20240908-02:35:50 wrote state.pth
20240908-02:35:50 --- epoch 311 ----------------------------------------
20240908-02:35:50 current_test_accuracies 0.8540 0.8624 0.7899 0.8645 0.8642 0.8517 0.8594 0.8478 0.8807 0.8614
20240908-02:35:50 time_train=59693 time_c_quizzes=0
20240908-02:35:50 no_c_quiz
20240908-02:35:50 training model 2 (accuracy 0.7899370789527893)
20240908-02:35:50 training model 7 (accuracy 0.8478260636329651)
20240908-02:37:55 train_loss 311 model 2 0.014743890171084786
20240908-02:37:55 train_loss 311 model 7 0.014093678284960333
20240908-02:37:56 test_loss 311 model 2 0.008949780922739592
20240908-02:37:56 test_loss 311 model 7 0.012088576191661104
20240908-02:38:43 test_accuracy 311 model 7 nb_correct 661 / 795 (83.14%)
20240908-02:38:46 test_accuracy 311 model 2 nb_correct 663 / 799 (82.98%)
20240908-02:38:47 wrote ae_000.pth
20240908-02:38:47 wrote ae_001.pth
20240908-02:38:48 wrote ae_002.pth
20240908-02:38:49 wrote ae_003.pth
20240908-02:38:49 wrote ae_004.pth
20240908-02:38:50 wrote ae_005.pth
20240908-02:38:51 wrote ae_006.pth
20240908-02:38:51 wrote ae_007.pth
20240908-02:38:52 wrote ae_008.pth
20240908-02:38:53 wrote ae_009.pth
20240908-02:38:53 epoch_duration 3min2s next_finish 02:41:56
20240908-02:38:53 wrote state.pth
20240908-02:38:53 --- epoch 312 ----------------------------------------
20240908-02:38:53 current_test_accuracies 0.8540 0.8624 0.8298 0.8645 0.8642 0.8517 0.8594 0.8314 0.8807 0.8614
20240908-02:38:53 time_train=59869 time_c_quizzes=0
20240908-02:38:53 no_c_quiz
20240908-02:38:53 training model 2 (accuracy 0.8297872543334961)
20240908-02:38:53 training model 7 (accuracy 0.8314465284347534)
20240908-02:40:58 train_loss 312 model 2 0.01608657589566428
20240908-02:40:58 train_loss 312 model 7 0.01507286062190542
20240908-02:40:59 test_loss 312 model 2 0.012645373314080643
20240908-02:40:59 test_loss 312 model 7 0.010261903040100152
20240908-02:41:46 test_accuracy 312 model 7 nb_correct 662 / 807 (82.03%)
20240908-02:41:52 test_accuracy 312 model 2 nb_correct 635 / 786 (80.79%)
20240908-02:41:53 wrote ae_000.pth
20240908-02:41:54 wrote ae_001.pth
20240908-02:41:54 wrote ae_002.pth
20240908-02:41:55 wrote ae_003.pth
20240908-02:41:56 wrote ae_004.pth
20240908-02:41:57 wrote ae_005.pth
20240908-02:41:57 wrote ae_006.pth
20240908-02:41:58 wrote ae_007.pth
20240908-02:41:59 wrote ae_008.pth
20240908-02:41:59 wrote ae_009.pth
20240908-02:41:59 epoch_duration 3min6s next_finish 02:45:06
20240908-02:41:59 wrote state.pth
20240908-02:41:59 --- epoch 313 ----------------------------------------
20240908-02:41:59 current_test_accuracies 0.8540 0.8624 0.8079 0.8645 0.8642 0.8517 0.8594 0.8203 0.8807 0.8614
20240908-02:41:59 time_train=60048 time_c_quizzes=0
20240908-02:41:59 no_c_quiz
20240908-02:41:59 training model 2 (accuracy 0.8078880310058594)
20240908-02:41:59 training model 7 (accuracy 0.8203221559524536)
20240908-02:44:04 train_loss 313 model 2 0.015762206392413644
20240908-02:44:04 train_loss 313 model 7 0.01432724288161262
20240908-02:44:06 test_loss 313 model 2 0.012626741184431012
20240908-02:44:06 test_loss 313 model 7 0.012204408020716073
20240908-02:44:57 test_accuracy 313 model 7 nb_correct 655 / 812 (80.67%)
20240908-02:44:59 test_accuracy 313 model 2 nb_correct 643 / 792 (81.19%)
20240908-02:44:59 wrote ae_000.pth
20240908-02:45:00 wrote ae_001.pth
20240908-02:45:01 wrote ae_002.pth
20240908-02:45:01 wrote ae_003.pth
20240908-02:45:02 wrote ae_004.pth
20240908-02:45:03 wrote ae_005.pth
20240908-02:45:03 wrote ae_006.pth
20240908-02:45:04 wrote ae_007.pth
20240908-02:45:05 wrote ae_008.pth
20240908-02:45:05 wrote ae_009.pth
20240908-02:45:05 epoch_duration 3min6s next_finish 02:48:12
20240908-02:45:05 wrote state.pth
20240908-02:45:05 --- epoch 314 ----------------------------------------
20240908-02:45:05 current_test_accuracies 0.8540 0.8624 0.8119 0.8645 0.8642 0.8517 0.8594 0.8067 0.8807 0.8614
20240908-02:45:05 time_train=60227 time_c_quizzes=0
20240908-02:45:05 no_c_quiz
20240908-02:45:05 training model 7 (accuracy 0.8066502213478088)
20240908-02:45:05 training model 2 (accuracy 0.8118686676025391)
20240908-02:47:10 train_loss 314 model 7 0.014400530316604999
20240908-02:47:10 train_loss 314 model 2 0.01540776199490574
20240908-02:47:12 test_loss 314 model 7 0.008700857964913666
20240908-02:47:12 test_loss 314 model 2 0.007582814102352131
20240908-02:47:53 test_accuracy 314 model 7 nb_correct 655 / 791 (82.81%)
20240908-02:47:56 test_accuracy 314 model 2 nb_correct 700 / 799 (87.61%)
20240908-02:47:57 wrote ae_000.pth
20240908-02:47:58 wrote ae_001.pth
20240908-02:47:58 wrote ae_002.pth
20240908-02:47:59 wrote ae_003.pth
20240908-02:48:00 wrote ae_004.pth
20240908-02:48:01 wrote ae_005.pth
20240908-02:48:01 wrote ae_006.pth
20240908-02:48:02 wrote ae_007.pth
20240908-02:48:03 wrote ae_008.pth
20240908-02:48:03 wrote ae_009.pth
20240908-02:48:03 epoch_duration 2min57s next_finish 02:51:01
20240908-02:48:03 wrote state.pth
20240908-02:48:03 --- epoch 315 ----------------------------------------
20240908-02:48:03 current_test_accuracies 0.8540 0.8624 0.8761 0.8645 0.8642 0.8517 0.8594 0.8281 0.8807 0.8614
20240908-02:48:03 time_train=60397 time_c_quizzes=0
20240908-02:48:03 no_c_quiz
20240908-02:48:03 training model 7 (accuracy 0.8280657529830933)
20240908-02:48:03 training model 5 (accuracy 0.8517110347747803)
20240908-02:50:08 train_loss 315 model 7 0.014240796317171771
20240908-02:50:08 train_loss 315 model 5 0.014423914184066234
20240908-02:50:10 test_loss 315 model 7 0.010561712593789708
20240908-02:50:10 test_loss 315 model 5 0.011302917037392035
20240908-02:50:53 test_accuracy 315 model 7 nb_correct 654 / 791 (82.68%)
20240908-02:50:57 test_accuracy 315 model 5 nb_correct 667 / 796 (83.79%)
20240908-02:50:58 wrote ae_000.pth
20240908-02:50:58 wrote ae_001.pth
20240908-02:50:59 wrote ae_002.pth
20240908-02:51:00 wrote ae_003.pth
20240908-02:51:00 wrote ae_004.pth
20240908-02:51:01 wrote ae_005.pth
20240908-02:51:01 wrote ae_006.pth
20240908-02:51:02 wrote ae_007.pth
20240908-02:51:03 wrote ae_008.pth
20240908-02:51:03 wrote ae_009.pth
20240908-02:51:03 epoch_duration 3min0s next_finish 02:54:04
20240908-02:51:03 wrote state.pth
20240908-02:51:03 --- epoch 316 ----------------------------------------
20240908-02:51:03 current_test_accuracies 0.8540 0.8624 0.8761 0.8645 0.8642 0.8379 0.8594 0.8268 0.8807 0.8614
20240908-02:51:03 time_train=60570 time_c_quizzes=0
20240908-02:51:03 no_c_quiz
20240908-02:51:03 training model 7 (accuracy 0.8268015384674072)
20240908-02:51:03 training model 5 (accuracy 0.8379396796226501)
20240908-02:53:08 train_loss 316 model 7 0.014487299564796559
20240908-02:53:08 train_loss 316 model 5 0.013986996115389047
20240908-02:53:10 test_loss 316 model 7 0.010318125456615234
20240908-02:53:10 test_loss 316 model 5 0.00956033884676799
20240908-02:53:50 test_accuracy 316 model 5 nb_correct 702 / 808 (86.88%)
20240908-02:53:50 test_accuracy 316 model 7 nb_correct 693 / 809 (85.66%)
20240908-02:53:51 wrote ae_000.pth
20240908-02:53:52 wrote ae_001.pth
20240908-02:53:52 wrote ae_002.pth
20240908-02:53:53 wrote ae_003.pth
20240908-02:53:54 wrote ae_004.pth
20240908-02:53:54 wrote ae_005.pth
20240908-02:53:55 wrote ae_006.pth
20240908-02:53:56 wrote ae_007.pth
20240908-02:53:56 wrote ae_008.pth
20240908-02:53:57 wrote ae_009.pth
20240908-02:53:57 epoch_duration 2min53s next_finish 02:56:50
20240908-02:53:57 wrote state.pth
20240908-02:53:57 --- epoch 317 ----------------------------------------
20240908-02:53:57 current_test_accuracies 0.8540 0.8624 0.8761 0.8645 0.8642 0.8688 0.8594 0.8566 0.8807 0.8614
20240908-02:53:57 time_train=60736 time_c_quizzes=0
20240908-02:53:57 no_c_quiz
20240908-02:53:57 training model 0 (accuracy 0.853960394859314)
20240908-02:53:57 training model 7 (accuracy 0.8566130995750427)
20240908-02:56:02 train_loss 317 model 0 0.0146926658754237
20240908-02:56:02 train_loss 317 model 7 0.013888331231326446
20240908-02:56:04 test_loss 317 model 0 0.011232095591913094
20240908-02:56:04 test_loss 317 model 7 0.010081136241478817
20240908-02:56:45 test_accuracy 317 model 7 nb_correct 693 / 809 (85.66%)
20240908-02:56:54 test_accuracy 317 model 0 nb_correct 663 / 808 (82.05%)
20240908-02:56:55 wrote ae_000.pth
20240908-02:56:56 wrote ae_001.pth
20240908-02:56:57 wrote ae_002.pth
20240908-02:56:57 wrote ae_003.pth
20240908-02:56:58 wrote ae_004.pth
20240908-02:56:59 wrote ae_005.pth
20240908-02:56:59 wrote ae_006.pth
20240908-02:57:00 wrote ae_007.pth
20240908-02:57:01 wrote ae_008.pth
20240908-02:57:01 wrote ae_009.pth
20240908-02:57:01 epoch_duration 3min4s next_finish 03:00:06
20240908-02:57:01 wrote state.pth
20240908-02:57:01 --- epoch 318 ----------------------------------------
20240908-02:57:01 current_test_accuracies 0.8205 0.8624 0.8761 0.8645 0.8642 0.8688 0.8594 0.8566 0.8807 0.8614
20240908-02:57:01 time_train=60913 time_c_quizzes=0
20240908-02:57:01 no_c_quiz
20240908-02:57:01 training model 0 (accuracy 0.8205445408821106)
20240908-02:57:01 training model 7 (accuracy 0.8566130995750427)
20240908-02:59:06 train_loss 318 model 0 0.014115724309333017
20240908-02:59:06 train_loss 318 model 7 0.013947577040366014
20240908-02:59:08 test_loss 318 model 0 0.009896661833772668
20240908-02:59:08 test_loss 318 model 7 0.012322628730544238
20240908-02:59:49 test_accuracy 318 model 0 nb_correct 707 / 820 (86.22%)
20240908-02:59:53 test_accuracy 318 model 7 nb_correct 643 / 781 (82.33%)
20240908-02:59:54 wrote ae_000.pth
20240908-02:59:55 wrote ae_001.pth
20240908-02:59:56 wrote ae_002.pth
20240908-02:59:56 wrote ae_003.pth
20240908-02:59:57 wrote ae_004.pth
20240908-02:59:58 wrote ae_005.pth
20240908-02:59:59 wrote ae_006.pth
20240908-02:59:59 wrote ae_007.pth
20240908-03:00:00 wrote ae_008.pth
20240908-03:00:01 wrote ae_009.pth
20240908-03:00:01 epoch_duration 2min59s next_finish 03:03:00
20240908-03:00:01 wrote state.pth
20240908-03:00:01 --- epoch 319 ----------------------------------------
20240908-03:00:01 current_test_accuracies 0.8622 0.8624 0.8761 0.8645 0.8642 0.8688 0.8594 0.8233 0.8807 0.8614
20240908-03:00:01 time_train=61084 time_c_quizzes=0
20240908-03:00:01 no_c_quiz
20240908-03:00:01 training model 7 (accuracy 0.8233034610748291)
20240908-03:00:01 training model 6 (accuracy 0.8593548536300659)
20240908-03:02:06 train_loss 319 model 6 0.013660843496421876
20240908-03:02:06 train_loss 319 model 7 0.013908054696774343
20240908-03:02:07 test_loss 319 model 6 0.011130503945605597
20240908-03:02:07 test_loss 319 model 7 0.01267695439128147
20240908-03:02:50 test_accuracy 319 model 7 nb_correct 694 / 805 (86.21%)
20240908-03:02:57 test_accuracy 319 model 6 nb_correct 664 / 788 (84.26%)
20240908-03:02:58 wrote ae_000.pth
20240908-03:02:59 wrote ae_001.pth
20240908-03:02:59 wrote ae_002.pth
20240908-03:03:00 wrote ae_003.pth
20240908-03:03:00 wrote ae_004.pth
20240908-03:03:01 wrote ae_005.pth
20240908-03:03:02 wrote ae_006.pth
20240908-03:03:03 wrote ae_007.pth
20240908-03:03:03 wrote ae_008.pth
20240908-03:03:04 wrote ae_009.pth
20240908-03:03:04 epoch_duration 3min3s next_finish 03:06:07
20240908-03:03:04 wrote state.pth
20240908-03:03:04 --- epoch 320 ----------------------------------------
20240908-03:03:04 current_test_accuracies 0.8622 0.8624 0.8761 0.8645 0.8642 0.8688 0.8426 0.8621 0.8807 0.8614
20240908-03:03:04 time_train=61260 time_c_quizzes=0
20240908-03:03:04 no_c_quiz
20240908-03:03:04 training model 6 (accuracy 0.8426395654678345)
20240908-03:03:04 training model 9 (accuracy 0.8613607287406921)
20240908-03:05:09 train_loss 320 model 9 0.014033262186145293
20240908-03:05:09 train_loss 320 model 6 0.013579683394171298
20240908-03:05:11 test_loss 320 model 9 0.012489554531293834
20240908-03:05:11 test_loss 320 model 6 0.013200266889361956
20240908-03:05:51 test_accuracy 320 model 9 nb_correct 674 / 793 (84.99%)
20240908-03:05:55 test_accuracy 320 model 6 nb_correct 698 / 813 (85.85%)
20240908-03:05:56 wrote ae_000.pth
20240908-03:05:56 wrote ae_001.pth
20240908-03:05:57 wrote ae_002.pth
20240908-03:05:58 wrote ae_003.pth
20240908-03:05:58 wrote ae_004.pth
20240908-03:05:59 wrote ae_005.pth
20240908-03:06:00 wrote ae_006.pth
20240908-03:06:00 wrote ae_007.pth
20240908-03:06:01 wrote ae_008.pth
20240908-03:06:02 wrote ae_009.pth
20240908-03:06:02 epoch_duration 2min57s next_finish 03:09:00
20240908-03:06:02 wrote state.pth
20240908-03:06:02 --- epoch 321 ----------------------------------------
20240908-03:06:02 current_test_accuracies 0.8622 0.8624 0.8761 0.8645 0.8642 0.8688 0.8585 0.8621 0.8807 0.8499
20240908-03:06:02 time_train=61431 time_c_quizzes=0
20240908-03:06:02 no_c_quiz
20240908-03:06:02 training model 9 (accuracy 0.8499369621276855)
20240908-03:06:02 training model 6 (accuracy 0.8585485816001892)
20240908-03:08:07 train_loss 321 model 9 0.013845526291013812
20240908-03:08:07 train_loss 321 model 6 0.013739530315535375
20240908-03:08:08 test_loss 321 model 9 0.009434704193336075
20240908-03:08:09 test_loss 321 model 6 0.009463639991099625
20240908-03:08:56 test_accuracy 321 model 9 nb_correct 694 / 808 (85.89%)
20240908-03:08:58 test_accuracy 321 model 6 nb_correct 688 / 796 (86.43%)
20240908-03:08:58 wrote ae_000.pth
20240908-03:08:59 wrote ae_001.pth
20240908-03:09:00 wrote ae_002.pth
20240908-03:09:00 wrote ae_003.pth
20240908-03:09:01 wrote ae_004.pth
20240908-03:09:02 wrote ae_005.pth
20240908-03:09:02 wrote ae_006.pth
20240908-03:09:03 wrote ae_007.pth
20240908-03:09:04 wrote ae_008.pth
20240908-03:09:04 wrote ae_009.pth
20240908-03:09:04 epoch_duration 3min2s next_finish 03:12:07
20240908-03:09:04 wrote state.pth
20240908-03:09:04 --- epoch 322 ----------------------------------------
20240908-03:09:04 current_test_accuracies 0.8622 0.8624 0.8761 0.8645 0.8642 0.8688 0.8643 0.8621 0.8807 0.8589
20240908-03:09:04 time_train=61606 time_c_quizzes=0
20240908-03:09:04 no_c_quiz
20240908-03:09:04 training model 9 (accuracy 0.8589109182357788)
20240908-03:09:04 training model 7 (accuracy 0.8621118068695068)
20240908-03:11:09 train_loss 322 model 9 0.014245567747821042
20240908-03:11:09 train_loss 322 model 7 0.013283705043148075
20240908-03:11:11 test_loss 322 model 9 0.010819948729658791
20240908-03:11:11 test_loss 322 model 7 0.008786135489935986
20240908-03:11:49 test_accuracy 322 model 7 nb_correct 696 / 817 (85.19%)
20240908-03:11:52 test_accuracy 322 model 9 nb_correct 687 / 783 (87.74%)
20240908-03:11:53 wrote ae_000.pth
20240908-03:11:54 wrote ae_001.pth
20240908-03:11:55 wrote ae_002.pth
20240908-03:11:55 wrote ae_003.pth
20240908-03:11:56 wrote ae_004.pth
20240908-03:11:57 wrote ae_005.pth
20240908-03:11:57 wrote ae_006.pth
20240908-03:11:58 wrote ae_007.pth
20240908-03:11:59 wrote ae_008.pth
20240908-03:11:59 wrote ae_009.pth
20240908-03:11:59 epoch_duration 2min54s next_finish 03:14:54
20240908-03:11:59 wrote state.pth
20240908-03:11:59 --- epoch 323 ----------------------------------------
20240908-03:11:59 current_test_accuracies 0.8622 0.8624 0.8761 0.8645 0.8642 0.8688 0.8643 0.8519 0.8807 0.8774
20240908-03:11:59 time_train=61773 time_c_quizzes=0
20240908-03:11:59 no_c_quiz
20240908-03:11:59 training model 7 (accuracy 0.8518971800804138)
20240908-03:11:59 training model 0 (accuracy 0.8621951341629028)
20240908-03:14:04 train_loss 323 model 0 0.015163189308790606
20240908-03:14:04 train_loss 323 model 7 0.012997801257442916
20240908-03:14:06 test_loss 323 model 0 0.009188842536968878
20240908-03:14:06 test_loss 323 model 7 0.009223843366817164
20240908-03:14:46 test_accuracy 323 model 0 nb_correct 676 / 799 (84.61%)
20240908-03:14:47 test_accuracy 323 model 7 nb_correct 661 / 786 (84.10%)
20240908-03:14:47 wrote ae_000.pth
20240908-03:14:48 wrote ae_001.pth
20240908-03:14:49 wrote ae_002.pth
20240908-03:14:49 wrote ae_003.pth
20240908-03:14:50 wrote ae_004.pth
20240908-03:14:51 wrote ae_005.pth
20240908-03:14:52 wrote ae_006.pth
20240908-03:14:52 wrote ae_007.pth
20240908-03:14:53 wrote ae_008.pth
20240908-03:14:54 wrote ae_009.pth
20240908-03:14:54 epoch_duration 2min54s next_finish 03:17:48
20240908-03:14:54 wrote state.pth
20240908-03:14:54 --- epoch 324 ----------------------------------------
20240908-03:14:54 current_test_accuracies 0.8461 0.8624 0.8761 0.8645 0.8642 0.8688 0.8643 0.8410 0.8807 0.8774
20240908-03:14:54 time_train=61940 time_c_quizzes=0
20240908-03:14:54 no_c_quiz
20240908-03:14:54 training model 7 (accuracy 0.8409669399261475)
20240908-03:14:54 training model 0 (accuracy 0.8460575938224792)
20240908-03:16:58 train_loss 324 model 0 0.014073406755931502
20240908-03:16:58 train_loss 324 model 7 0.01376059512158099
20240908-03:17:00 test_loss 324 model 0 0.009326449006766779
20240908-03:17:00 test_loss 324 model 7 0.009540742988247076
20240908-03:17:41 test_accuracy 324 model 0 nb_correct 718 / 817 (87.88%)
20240908-03:17:43 test_accuracy 324 model 7 nb_correct 677 / 804 (84.20%)
20240908-03:17:44 wrote ae_000.pth
20240908-03:17:45 wrote ae_001.pth
20240908-03:17:46 wrote ae_002.pth
20240908-03:17:46 wrote ae_003.pth
20240908-03:17:47 wrote ae_004.pth
20240908-03:17:48 wrote ae_005.pth
20240908-03:17:49 wrote ae_006.pth
20240908-03:17:49 wrote ae_007.pth
20240908-03:17:50 wrote ae_008.pth
20240908-03:17:51 wrote ae_009.pth
20240908-03:17:51 epoch_duration 2min57s next_finish 03:20:48
20240908-03:17:51 wrote state.pth
20240908-03:17:51 --- epoch 325 ----------------------------------------
20240908-03:17:51 current_test_accuracies 0.8788 0.8624 0.8761 0.8645 0.8642 0.8688 0.8643 0.8420 0.8807 0.8774
20240908-03:17:51 time_train=62109 time_c_quizzes=0
20240908-03:17:51 no_c_quiz
20240908-03:17:51 training model 7 (accuracy 0.8420398235321045)
20240908-03:17:51 training model 1 (accuracy 0.862420380115509)
20240908-03:19:56 train_loss 325 model 7 0.014198219611585955
20240908-03:19:56 train_loss 325 model 1 0.013672464176110224
20240908-03:19:57 test_loss 325 model 7 0.011797860361730273
20240908-03:19:57 test_loss 325 model 1 0.009949707640771521
20240908-03:20:37 test_accuracy 325 model 1 nb_correct 680 / 826 (82.32%)
20240908-03:20:39 test_accuracy 325 model 7 nb_correct 729 / 830 (87.83%)
20240908-03:20:40 wrote ae_000.pth
20240908-03:20:40 wrote ae_001.pth
20240908-03:20:41 wrote ae_002.pth
20240908-03:20:42 wrote ae_003.pth
20240908-03:20:42 wrote ae_004.pth
20240908-03:20:43 wrote ae_005.pth
20240908-03:20:44 wrote ae_006.pth
20240908-03:20:44 wrote ae_007.pth
20240908-03:20:45 wrote ae_008.pth
20240908-03:20:46 wrote ae_009.pth
20240908-03:20:46 epoch_duration 2min54s next_finish 03:23:41
20240908-03:20:46 wrote state.pth
20240908-03:20:46 --- epoch 326 ----------------------------------------
20240908-03:20:46 current_test_accuracies 0.8788 0.8232 0.8761 0.8645 0.8642 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:20:46 time_train=62277 time_c_quizzes=0
20240908-03:20:46 no_c_quiz
20240908-03:20:46 training model 1 (accuracy 0.823244571685791)
20240908-03:20:46 training model 4 (accuracy 0.8641975522041321)
20240908-03:22:51 train_loss 326 model 1 0.014520225151849446
20240908-03:22:51 train_loss 326 model 4 0.014794467381783761
20240908-03:22:52 test_loss 326 model 1 0.011715086130061536
20240908-03:22:52 test_loss 326 model 4 0.009940386673611102
20240908-03:23:39 test_accuracy 326 model 4 nb_correct 649 / 801 (81.02%)
20240908-03:23:40 test_accuracy 326 model 1 nb_correct 693 / 812 (85.34%)
20240908-03:23:41 wrote ae_000.pth
20240908-03:23:41 wrote ae_001.pth
20240908-03:23:42 wrote ae_002.pth
20240908-03:23:43 wrote ae_003.pth
20240908-03:23:43 wrote ae_004.pth
20240908-03:23:44 wrote ae_005.pth
20240908-03:23:45 wrote ae_006.pth
20240908-03:23:46 wrote ae_007.pth
20240908-03:23:46 wrote ae_008.pth
20240908-03:23:47 wrote ae_009.pth
20240908-03:23:47 epoch_duration 3min1s next_finish 03:26:48
20240908-03:23:47 wrote state.pth
20240908-03:23:47 --- epoch 327 ----------------------------------------
20240908-03:23:47 current_test_accuracies 0.8788 0.8534 0.8761 0.8645 0.8102 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:23:47 time_train=62451 time_c_quizzes=0
20240908-03:23:47 no_c_quiz
20240908-03:23:47 training model 4 (accuracy 0.8102372288703918)
20240908-03:23:47 training model 1 (accuracy 0.8534482717514038)
20240908-03:25:52 train_loss 327 model 1 0.01383282988848805
20240908-03:25:52 train_loss 327 model 4 0.014221922097945936
20240908-03:25:54 test_loss 327 model 1 0.010141453652431664
20240908-03:25:54 test_loss 327 model 4 0.013910819201191771
20240908-03:26:38 test_accuracy 327 model 4 nb_correct 685 / 801 (85.52%)
20240908-03:26:39 test_accuracy 327 model 1 nb_correct 680 / 788 (86.29%)
20240908-03:26:40 wrote ae_000.pth
20240908-03:26:41 wrote ae_001.pth
20240908-03:26:42 wrote ae_002.pth
20240908-03:26:42 wrote ae_003.pth
20240908-03:26:43 wrote ae_004.pth
20240908-03:26:44 wrote ae_005.pth
20240908-03:26:45 wrote ae_006.pth
20240908-03:26:45 wrote ae_007.pth
20240908-03:26:46 wrote ae_008.pth
20240908-03:26:47 wrote ae_009.pth
20240908-03:26:47 epoch_duration 2min59s next_finish 03:29:46
20240908-03:26:47 wrote state.pth
20240908-03:26:47 --- epoch 328 ----------------------------------------
20240908-03:26:47 current_test_accuracies 0.8788 0.8629 0.8761 0.8645 0.8552 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:26:47 time_train=62623 time_c_quizzes=0
20240908-03:26:47 no_c_quiz
20240908-03:26:47 training model 4 (accuracy 0.8551810383796692)
20240908-03:26:47 training model 1 (accuracy 0.8629441857337952)
20240908-03:28:51 train_loss 328 model 1 0.014481323574837007
20240908-03:28:51 train_loss 328 model 4 0.014751438188752217
20240908-03:28:53 test_loss 328 model 1 0.007569927369331708
20240908-03:28:53 test_loss 328 model 4 0.012011372431879863
20240908-03:29:40 test_accuracy 328 model 4 nb_correct 669 / 803 (83.31%)
20240908-03:29:43 test_accuracy 328 model 1 nb_correct 695 / 807 (86.12%)
20240908-03:29:44 wrote ae_000.pth
20240908-03:29:45 wrote ae_001.pth
20240908-03:29:45 wrote ae_002.pth
20240908-03:29:46 wrote ae_003.pth
20240908-03:29:47 wrote ae_004.pth
20240908-03:29:47 wrote ae_005.pth
20240908-03:29:48 wrote ae_006.pth
20240908-03:29:49 wrote ae_007.pth
20240908-03:29:49 wrote ae_008.pth
20240908-03:29:50 wrote ae_009.pth
20240908-03:29:50 epoch_duration 3min3s next_finish 03:32:54
20240908-03:29:50 wrote state.pth
20240908-03:29:50 --- epoch 329 ----------------------------------------
20240908-03:29:50 current_test_accuracies 0.8788 0.8612 0.8761 0.8645 0.8331 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:29:50 time_train=62799 time_c_quizzes=0
20240908-03:29:50 no_c_quiz
20240908-03:29:50 training model 4 (accuracy 0.8331257700920105)
20240908-03:29:50 training model 1 (accuracy 0.8612143993377686)
20240908-03:31:55 train_loss 329 model 4 0.014605980576307047
20240908-03:31:55 train_loss 329 model 1 0.014599630265205632
20240908-03:31:57 test_loss 329 model 4 0.012904830857041815
20240908-03:31:57 test_loss 329 model 1 0.010372148664282576
20240908-03:32:36 test_accuracy 329 model 4 nb_correct 669 / 801 (83.52%)
20240908-03:32:38 test_accuracy 329 model 1 nb_correct 653 / 775 (84.26%)
20240908-03:32:38 wrote ae_000.pth
20240908-03:32:39 wrote ae_001.pth
20240908-03:32:40 wrote ae_002.pth
20240908-03:32:40 wrote ae_003.pth
20240908-03:32:41 wrote ae_004.pth
20240908-03:32:42 wrote ae_005.pth
20240908-03:32:42 wrote ae_006.pth
20240908-03:32:43 wrote ae_007.pth
20240908-03:32:44 wrote ae_008.pth
20240908-03:32:44 wrote ae_009.pth
20240908-03:32:44 epoch_duration 2min54s next_finish 03:35:39
20240908-03:32:44 wrote state.pth
20240908-03:32:44 --- epoch 330 ----------------------------------------
20240908-03:32:44 current_test_accuracies 0.8788 0.8426 0.8761 0.8645 0.8352 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:32:44 time_train=62966 time_c_quizzes=0
20240908-03:32:44 no_c_quiz
20240908-03:32:44 training model 4 (accuracy 0.8352059721946716)
20240908-03:32:44 training model 1 (accuracy 0.8425806164741516)
20240908-03:34:49 train_loss 330 model 1 0.013254743556142784
20240908-03:34:50 train_loss 330 model 4 0.01502343709586421
20240908-03:34:51 test_loss 330 model 1 0.014832278135264687
20240908-03:34:51 test_loss 330 model 4 0.007595108761870506
20240908-03:35:33 test_accuracy 330 model 1 nb_correct 662 / 791 (83.69%)
20240908-03:35:34 test_accuracy 330 model 4 nb_correct 669 / 801 (83.52%)
20240908-03:35:35 wrote ae_000.pth
20240908-03:35:35 wrote ae_001.pth
20240908-03:35:36 wrote ae_002.pth
20240908-03:35:37 wrote ae_003.pth
20240908-03:35:37 wrote ae_004.pth
20240908-03:35:38 wrote ae_005.pth
20240908-03:35:39 wrote ae_006.pth
20240908-03:35:39 wrote ae_007.pth
20240908-03:35:40 wrote ae_008.pth
20240908-03:35:41 wrote ae_009.pth
20240908-03:35:41 epoch_duration 2min56s next_finish 03:38:37
20240908-03:35:41 wrote state.pth
20240908-03:35:41 --- epoch 331 ----------------------------------------
20240908-03:35:41 current_test_accuracies 0.8788 0.8369 0.8761 0.8645 0.8352 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:35:41 time_train=63135 time_c_quizzes=0
20240908-03:35:41 no_c_quiz
20240908-03:35:41 training model 4 (accuracy 0.8352059721946716)
20240908-03:35:41 training model 1 (accuracy 0.8369153141975403)
20240908-03:37:46 train_loss 331 model 1 0.014319684354792117
20240908-03:37:46 train_loss 331 model 4 0.013980851856293157
20240908-03:37:47 test_loss 331 model 1 0.008825175374988703
20240908-03:37:47 test_loss 331 model 4 0.013369495690858458
20240908-03:38:25 test_accuracy 331 model 1 nb_correct 675 / 804 (83.96%)
20240908-03:38:30 test_accuracy 331 model 4 nb_correct 678 / 804 (84.33%)
20240908-03:38:31 wrote ae_000.pth
20240908-03:38:31 wrote ae_001.pth
20240908-03:38:32 wrote ae_002.pth
20240908-03:38:33 wrote ae_003.pth
20240908-03:38:34 wrote ae_004.pth
20240908-03:38:34 wrote ae_005.pth
20240908-03:38:35 wrote ae_006.pth
20240908-03:38:36 wrote ae_007.pth
20240908-03:38:36 wrote ae_008.pth
20240908-03:38:37 wrote ae_009.pth
20240908-03:38:37 epoch_duration 2min56s next_finish 03:41:34
20240908-03:38:37 wrote state.pth
20240908-03:38:37 --- epoch 332 ----------------------------------------
20240908-03:38:37 current_test_accuracies 0.8788 0.8396 0.8761 0.8645 0.8433 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:38:37 time_train=63303 time_c_quizzes=0
20240908-03:38:37 no_c_quiz
20240908-03:38:37 training model 1 (accuracy 0.8395522236824036)
20240908-03:38:37 training model 4 (accuracy 0.8432835936546326)
20240908-03:40:42 train_loss 332 model 4 0.013585786641255254
20240908-03:40:42 train_loss 332 model 1 0.013778159205729026
20240908-03:40:43 test_loss 332 model 4 0.010866813685242959
20240908-03:40:44 test_loss 332 model 1 0.008469575076378532
20240908-03:41:21 test_accuracy 332 model 1 nb_correct 731 / 831 (87.97%)
20240908-03:41:22 test_accuracy 332 model 4 nb_correct 703 / 816 (86.15%)
20240908-03:41:23 wrote ae_000.pth
20240908-03:41:24 wrote ae_001.pth
20240908-03:41:24 wrote ae_002.pth
20240908-03:41:25 wrote ae_003.pth
20240908-03:41:26 wrote ae_004.pth
20240908-03:41:26 wrote ae_005.pth
20240908-03:41:27 wrote ae_006.pth
20240908-03:41:28 wrote ae_007.pth
20240908-03:41:28 wrote ae_008.pth
20240908-03:41:29 wrote ae_009.pth
20240908-03:41:29 epoch_duration 2min51s next_finish 03:44:21
20240908-03:41:29 wrote state.pth
20240908-03:41:29 --- epoch 333 ----------------------------------------
20240908-03:41:29 current_test_accuracies 0.8788 0.8797 0.8761 0.8645 0.8615 0.8688 0.8643 0.8783 0.8807 0.8774
20240908-03:41:29 time_train=63468 time_c_quizzes=0
20240908-03:41:29 no_c_quiz
20240908-03:41:29 training model 4 (accuracy 0.8615196347236633)
20240908-03:41:29 training model 6 (accuracy 0.8643215894699097)
20240908-03:43:34 train_loss 333 model 6 0.014032038541095972
20240908-03:43:34 train_loss 333 model 4 0.014620805254904553
20240908-03:43:35 test_loss 333 model 6 0.01023041957669193
20240908-03:43:35 test_loss 333 model 4 0.01193121310279821
20240908-03:44:18 test_accuracy 333 model 6 nb_correct 699 / 787 (88.82%)
20240908-03:44:22 test_accuracy 333 model 4 nb_correct 683 / 788 (86.68%)
20240908-03:44:23 wrote ae_000.pth
20240908-03:44:23 wrote ae_001.pth
20240908-03:44:24 wrote ae_002.pth
20240908-03:44:25 wrote ae_003.pth
20240908-03:44:25 wrote ae_004.pth
20240908-03:44:26 wrote ae_005.pth
20240908-03:44:27 wrote ae_006.pth
20240908-03:44:27 wrote ae_007.pth
20240908-03:44:28 wrote ae_008.pth
20240908-03:44:29 wrote ae_009.pth
20240908-03:44:29 epoch_duration 2min59s next_finish 03:47:29
20240908-03:44:29 wrote state.pth
20240908-03:44:29 --- epoch 334 ----------------------------------------
20240908-03:44:29 current_test_accuracies 0.8788 0.8797 0.8761 0.8645 0.8668 0.8688 0.8882 0.8783 0.8807 0.8774
20240908-03:44:29 time_train=63641 time_c_quizzes=0
20240908-03:44:29 no_c_quiz
20240908-03:44:29 training model 3 (accuracy 0.8645319938659668)
20240908-03:44:29 training model 4 (accuracy 0.8667512536048889)
20240908-03:46:34 train_loss 334 model 3 0.013449052682764886
20240908-03:46:34 train_loss 334 model 4 0.01366193477541674
20240908-03:46:35 test_loss 334 model 3 0.010057865834824042
20240908-03:46:35 test_loss 334 model 4 0.011946102726506069
20240908-03:47:18 test_accuracy 334 model 3 nb_correct 679 / 795 (85.41%)
20240908-03:47:21 test_accuracy 334 model 4 nb_correct 705 / 809 (87.14%)
20240908-03:47:22 wrote ae_000.pth
20240908-03:47:23 wrote ae_001.pth
20240908-03:47:23 wrote ae_002.pth
20240908-03:47:24 wrote ae_003.pth
20240908-03:47:25 wrote ae_004.pth
20240908-03:47:25 wrote ae_005.pth
20240908-03:47:26 wrote ae_006.pth
20240908-03:47:27 wrote ae_007.pth
20240908-03:47:27 wrote ae_008.pth
20240908-03:47:28 wrote ae_009.pth
20240908-03:47:28 epoch_duration 2min59s next_finish 03:50:27
20240908-03:47:28 wrote state.pth
20240908-03:47:28 --- epoch 335 ----------------------------------------
20240908-03:47:28 current_test_accuracies 0.8788 0.8797 0.8761 0.8541 0.8714 0.8688 0.8882 0.8783 0.8807 0.8774
20240908-03:47:28 time_train=63813 time_c_quizzes=0
20240908-03:47:28 no_c_quiz
20240908-03:47:28 training model 3 (accuracy 0.8540880680084229)
20240908-03:47:28 training model 5 (accuracy 0.8688119053840637)
20240908-03:49:33 train_loss 335 model 5 0.014008296561634779
20240908-03:49:33 train_loss 335 model 3 0.01370497463933134
20240908-03:49:34 test_loss 335 model 5 0.012045449103970896
20240908-03:49:34 test_loss 335 model 3 0.01212144708733831
20240908-03:50:19 test_accuracy 335 model 3 nb_correct 668 / 792 (84.34%)
20240908-03:50:21 test_accuracy 335 model 5 nb_correct 674 / 796 (84.67%)
20240908-03:50:21 wrote ae_000.pth
20240908-03:50:22 wrote ae_001.pth
20240908-03:50:23 wrote ae_002.pth
20240908-03:50:24 wrote ae_003.pth
20240908-03:50:24 wrote ae_004.pth
20240908-03:50:25 wrote ae_005.pth
20240908-03:50:26 wrote ae_006.pth
20240908-03:50:26 wrote ae_007.pth
20240908-03:50:27 wrote ae_008.pth
20240908-03:50:28 wrote ae_009.pth
20240908-03:50:28 epoch_duration 2min59s next_finish 03:53:27
20240908-03:50:28 wrote state.pth
20240908-03:50:28 --- epoch 336 ----------------------------------------
20240908-03:50:28 current_test_accuracies 0.8788 0.8797 0.8761 0.8434 0.8714 0.8467 0.8882 0.8783 0.8807 0.8774
20240908-03:50:28 time_train=63985 time_c_quizzes=0
20240908-03:50:28 no_c_quiz
20240908-03:50:28 training model 3 (accuracy 0.8434343338012695)
20240908-03:50:28 training model 5 (accuracy 0.8467336893081665)
20240908-03:52:33 train_loss 336 model 3 0.012919884422313772
20240908-03:52:33 train_loss 336 model 5 0.013266511575842741
20240908-03:52:34 test_loss 336 model 3 0.013123623598949053
20240908-03:52:34 test_loss 336 model 5 0.010779629323542395
20240908-03:53:17 test_accuracy 336 model 3 nb_correct 683 / 795 (85.91%)
20240908-03:53:27 test_accuracy 336 model 5 nb_correct 647 / 781 (82.84%)
20240908-03:53:28 wrote ae_000.pth
20240908-03:53:29 wrote ae_001.pth
20240908-03:53:29 wrote ae_002.pth
20240908-03:53:30 wrote ae_003.pth
20240908-03:53:31 wrote ae_004.pth
20240908-03:53:31 wrote ae_005.pth
20240908-03:53:32 wrote ae_006.pth
20240908-03:53:33 wrote ae_007.pth
20240908-03:53:33 wrote ae_008.pth
20240908-03:53:34 wrote ae_009.pth
20240908-03:53:34 epoch_duration 3min6s next_finish 03:56:41
20240908-03:53:34 wrote state.pth
20240908-03:53:34 --- epoch 337 ----------------------------------------
20240908-03:53:34 current_test_accuracies 0.8788 0.8797 0.8761 0.8591 0.8714 0.8284 0.8882 0.8783 0.8807 0.8774
20240908-03:53:34 time_train=64164 time_c_quizzes=0
20240908-03:53:34 no_c_quiz
20240908-03:53:34 training model 5 (accuracy 0.8284251093864441)
20240908-03:53:34 training model 3 (accuracy 0.8591194748878479)
20240908-03:55:39 train_loss 337 model 5 0.014808900868338241
20240908-03:55:39 train_loss 337 model 3 0.014423746587504865
20240908-03:55:41 test_loss 337 model 5 0.01087327367204125
20240908-03:55:41 test_loss 337 model 3 0.008881664934369838
20240908-03:56:22 test_accuracy 337 model 3 nb_correct 667 / 779 (85.62%)
20240908-03:56:27 test_accuracy 337 model 5 nb_correct 699 / 803 (87.05%)
20240908-03:56:27 wrote ae_000.pth
20240908-03:56:28 wrote ae_001.pth
20240908-03:56:29 wrote ae_002.pth
20240908-03:56:29 wrote ae_003.pth
20240908-03:56:30 wrote ae_004.pth
20240908-03:56:31 wrote ae_005.pth
20240908-03:56:31 wrote ae_006.pth
20240908-03:56:32 wrote ae_007.pth
20240908-03:56:33 wrote ae_008.pth
20240908-03:56:33 wrote ae_009.pth
20240908-03:56:33 epoch_duration 2min59s next_finish 03:59:32
20240908-03:56:33 wrote state.pth
20240908-03:56:33 --- epoch 338 ----------------------------------------
20240908-03:56:33 current_test_accuracies 0.8788 0.8797 0.8761 0.8562 0.8714 0.8705 0.8882 0.8783 0.8807 0.8774
20240908-03:56:33 time_train=64336 time_c_quizzes=0
20240908-03:56:33 no_c_quiz
20240908-03:56:33 training model 3 (accuracy 0.8562259078025818)
20240908-03:56:33 training model 5 (accuracy 0.8704856634140015)
20240908-03:58:38 train_loss 338 model 5 0.014145422729518032
20240908-03:58:38 train_loss 338 model 3 0.013802006196143338
20240908-03:58:39 test_loss 338 model 5 0.011952911673324707
20240908-03:58:39 test_loss 338 model 3 0.010510624759535857
20240908-03:59:20 test_accuracy 338 model 3 nb_correct 663 / 792 (83.71%)
20240908-03:59:22 test_accuracy 338 model 5 nb_correct 677 / 816 (82.97%)
20240908-03:59:23 wrote ae_000.pth
20240908-03:59:24 wrote ae_001.pth
20240908-03:59:24 wrote ae_002.pth
20240908-03:59:25 wrote ae_003.pth
20240908-03:59:26 wrote ae_004.pth
20240908-03:59:26 wrote ae_005.pth
20240908-03:59:27 wrote ae_006.pth
20240908-03:59:28 wrote ae_007.pth
20240908-03:59:28 wrote ae_008.pth
20240908-03:59:29 wrote ae_009.pth
20240908-03:59:29 epoch_duration 2min55s next_finish 04:02:25
20240908-03:59:29 wrote state.pth
20240908-03:59:29 --- epoch 339 ----------------------------------------
20240908-03:59:29 current_test_accuracies 0.8788 0.8797 0.8761 0.8371 0.8714 0.8297 0.8882 0.8783 0.8807 0.8774
20240908-03:59:29 time_train=64505 time_c_quizzes=0
20240908-03:59:29 no_c_quiz
20240908-03:59:29 training model 5 (accuracy 0.8296568393707275)
20240908-03:59:29 training model 3 (accuracy 0.8371211886405945)
20240908-04:01:34 train_loss 339 model 3 0.014189790006636031
20240908-04:01:34 train_loss 339 model 5 0.013635165406012674
20240908-04:01:35 test_loss 339 model 3 0.01236539645396988
20240908-04:01:35 test_loss 339 model 5 0.01192114308314558
20240908-04:02:15 test_accuracy 339 model 3 nb_correct 701 / 803 (87.30%)
20240908-04:02:21 test_accuracy 339 model 5 nb_correct 674 / 789 (85.42%)
20240908-04:02:22 wrote ae_000.pth
20240908-04:02:23 wrote ae_001.pth
20240908-04:02:23 wrote ae_002.pth
20240908-04:02:24 wrote ae_003.pth
20240908-04:02:25 wrote ae_004.pth
20240908-04:02:25 wrote ae_005.pth
20240908-04:02:26 wrote ae_006.pth
20240908-04:02:27 wrote ae_007.pth
20240908-04:02:28 wrote ae_008.pth
20240908-04:02:28 wrote ae_009.pth
20240908-04:02:28 epoch_duration 2min59s next_finish 04:05:27
20240908-04:02:28 wrote state.pth
20240908-04:02:28 --- epoch 340 ----------------------------------------
20240908-04:02:28 current_test_accuracies 0.8788 0.8797 0.8761 0.8730 0.8714 0.8542 0.8882 0.8783 0.8807 0.8774
20240908-04:02:28 time_train=64677 time_c_quizzes=0
20240908-04:02:28 no_c_quiz
20240908-04:02:28 training model 5 (accuracy 0.8542459011077881)
20240908-04:02:28 training model 4 (accuracy 0.8714462518692017)
20240908-04:04:33 train_loss 340 model 5 0.013520156938422588
20240908-04:04:33 train_loss 340 model 4 0.014831965143683191
20240908-04:04:35 test_loss 340 model 5 0.007723588842588924
20240908-04:04:35 test_loss 340 model 4 0.009103966804138964
20240908-04:05:18 test_accuracy 340 model 4 nb_correct 706 / 805 (87.70%)
20240908-04:05:18 test_accuracy 340 model 5 nb_correct 711 / 798 (89.10%)
20240908-04:05:19 wrote ae_000.pth
20240908-04:05:20 wrote ae_001.pth
20240908-04:05:20 wrote ae_002.pth
20240908-04:05:21 wrote ae_003.pth
20240908-04:05:22 wrote ae_004.pth
20240908-04:05:22 wrote ae_005.pth
20240908-04:05:23 wrote ae_006.pth
20240908-04:05:24 wrote ae_007.pth
20240908-04:05:24 wrote ae_008.pth
20240908-04:05:25 wrote ae_009.pth
20240908-04:05:25 epoch_duration 2min56s next_finish 04:08:22
20240908-04:05:25 wrote state.pth
20240908-04:05:25 --- epoch 341 ----------------------------------------
20240908-04:05:25 current_test_accuracies 0.8788 0.8797 0.8761 0.8730 0.8770 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:05:25 time_train=64847 time_c_quizzes=0
20240908-04:05:25 no_c_quiz
20240908-04:05:25 training model 3 (accuracy 0.8729763627052307)
20240908-04:05:25 training model 2 (accuracy 0.8760951161384583)
20240908-04:07:30 train_loss 341 model 2 0.015127413232257823
20240908-04:07:30 train_loss 341 model 3 0.013077401273345458
20240908-04:07:31 test_loss 341 model 2 0.009653547822063046
20240908-04:07:31 test_loss 341 model 3 0.012027486069018777
20240908-04:08:15 test_accuracy 341 model 3 nb_correct 686 / 794 (86.40%)
20240908-04:08:18 test_accuracy 341 model 2 nb_correct 692 / 797 (86.83%)
20240908-04:08:19 wrote ae_000.pth
20240908-04:08:20 wrote ae_001.pth
20240908-04:08:20 wrote ae_002.pth
20240908-04:08:21 wrote ae_003.pth
20240908-04:08:22 wrote ae_004.pth
20240908-04:08:22 wrote ae_005.pth
20240908-04:08:23 wrote ae_006.pth
20240908-04:08:24 wrote ae_007.pth
20240908-04:08:24 wrote ae_008.pth
20240908-04:08:25 wrote ae_009.pth
20240908-04:08:25 epoch_duration 2min59s next_finish 04:11:25
20240908-04:08:25 wrote state.pth
20240908-04:08:25 --- epoch 342 ----------------------------------------
20240908-04:08:25 current_test_accuracies 0.8788 0.8797 0.8683 0.8640 0.8770 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:08:25 time_train=65020 time_c_quizzes=0
20240908-04:08:25 no_c_quiz
20240908-04:08:25 training model 3 (accuracy 0.8639798760414124)
20240908-04:08:25 training model 2 (accuracy 0.8682559728622437)
20240908-04:10:30 train_loss 342 model 2 0.015094434765313053
20240908-04:10:30 train_loss 342 model 3 0.013699029341609275
20240908-04:10:31 test_loss 342 model 2 0.013988067535683513
20240908-04:10:31 test_loss 342 model 3 0.008842493869269673
20240908-04:11:07 test_accuracy 342 model 3 nb_correct 701 / 796 (88.07%)
20240908-04:11:20 test_accuracy 342 model 2 nb_correct 678 / 796 (85.18%)
20240908-04:11:20 wrote ae_000.pth
20240908-04:11:21 wrote ae_001.pth
20240908-04:11:22 wrote ae_002.pth
20240908-04:11:22 wrote ae_003.pth
20240908-04:11:23 wrote ae_004.pth
20240908-04:11:24 wrote ae_005.pth
20240908-04:11:25 wrote ae_006.pth
20240908-04:11:25 wrote ae_007.pth
20240908-04:11:26 wrote ae_008.pth
20240908-04:11:27 wrote ae_009.pth
20240908-04:11:27 epoch_duration 3min1s next_finish 04:14:28
20240908-04:11:27 wrote state.pth
20240908-04:11:27 --- epoch 343 ----------------------------------------
20240908-04:11:27 current_test_accuracies 0.8788 0.8797 0.8518 0.8807 0.8770 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:11:27 time_train=65194 time_c_quizzes=0
20240908-04:11:27 no_c_quiz
20240908-04:11:27 training model 2 (accuracy 0.8517587780952454)
20240908-04:11:27 training model 4 (accuracy 0.8770186305046082)
20240908-04:13:31 train_loss 343 model 4 0.013902791579283076
20240908-04:13:31 train_loss 343 model 2 0.014454473408171907
20240908-04:13:33 test_loss 343 model 4 0.009460641095029133
20240908-04:13:33 test_loss 343 model 2 0.012328218376933365
20240908-04:14:15 test_accuracy 343 model 4 nb_correct 702 / 813 (86.35%)
20240908-04:14:23 test_accuracy 343 model 2 nb_correct 664 / 796 (83.42%)
20240908-04:14:24 wrote ae_000.pth
20240908-04:14:24 wrote ae_001.pth
20240908-04:14:25 wrote ae_002.pth
20240908-04:14:26 wrote ae_003.pth
20240908-04:14:26 wrote ae_004.pth
20240908-04:14:27 wrote ae_005.pth
20240908-04:14:28 wrote ae_006.pth
20240908-04:14:28 wrote ae_007.pth
20240908-04:14:29 wrote ae_008.pth
20240908-04:14:30 wrote ae_009.pth
20240908-04:14:30 epoch_duration 3min3s next_finish 04:17:33
20240908-04:14:30 wrote state.pth
20240908-04:14:30 --- epoch 344 ----------------------------------------
20240908-04:14:30 current_test_accuracies 0.8788 0.8797 0.8342 0.8807 0.8635 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:14:30 time_train=65370 time_c_quizzes=0
20240908-04:14:30 no_c_quiz
20240908-04:14:30 training model 2 (accuracy 0.8341708779335022)
20240908-04:14:30 training model 4 (accuracy 0.8634686470031738)
20240908-04:16:35 train_loss 344 model 2 0.015094047669583234
20240908-04:16:35 train_loss 344 model 4 0.014188543112904881
20240908-04:16:36 test_loss 344 model 2 0.010510894616709265
20240908-04:16:36 test_loss 344 model 4 0.013225083715224174
20240908-04:17:15 test_accuracy 344 model 2 nb_correct 684 / 794 (86.15%)
20240908-04:17:17 test_accuracy 344 model 4 nb_correct 692 / 811 (85.33%)
20240908-04:17:17 wrote ae_000.pth
20240908-04:17:18 wrote ae_001.pth
20240908-04:17:19 wrote ae_002.pth
20240908-04:17:19 wrote ae_003.pth
20240908-04:17:20 wrote ae_004.pth
20240908-04:17:21 wrote ae_005.pth
20240908-04:17:22 wrote ae_006.pth
20240908-04:17:22 wrote ae_007.pth
20240908-04:17:23 wrote ae_008.pth
20240908-04:17:24 wrote ae_009.pth
20240908-04:17:24 epoch_duration 2min53s next_finish 04:20:17
20240908-04:17:24 wrote state.pth
20240908-04:17:24 --- epoch 345 ----------------------------------------
20240908-04:17:24 current_test_accuracies 0.8788 0.8797 0.8615 0.8807 0.8533 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:17:24 time_train=65536 time_c_quizzes=0
20240908-04:17:24 no_c_quiz
20240908-04:17:24 training model 4 (accuracy 0.8532675504684448)
20240908-04:17:24 training model 2 (accuracy 0.8614609837532043)
20240908-04:19:28 train_loss 345 model 2 0.014923990157476509
20240908-04:19:29 train_loss 345 model 4 0.0142846723110124
20240908-04:19:30 test_loss 345 model 2 0.01085849759838311
20240908-04:19:30 test_loss 345 model 4 0.010712984665610747
20240908-04:20:17 test_accuracy 345 model 2 nb_correct 657 / 803 (81.82%)
20240908-04:20:25 test_accuracy 345 model 4 nb_correct 684 / 796 (85.93%)
20240908-04:20:26 wrote ae_000.pth
20240908-04:20:26 wrote ae_001.pth
20240908-04:20:27 wrote ae_002.pth
20240908-04:20:28 wrote ae_003.pth
20240908-04:20:28 wrote ae_004.pth
20240908-04:20:29 wrote ae_005.pth
20240908-04:20:30 wrote ae_006.pth
20240908-04:20:30 wrote ae_007.pth
20240908-04:20:31 wrote ae_008.pth
20240908-04:20:32 wrote ae_009.pth
20240908-04:20:32 epoch_duration 3min8s next_finish 04:23:40
20240908-04:20:32 wrote state.pth
20240908-04:20:32 --- epoch 346 ----------------------------------------
20240908-04:20:32 current_test_accuracies 0.8788 0.8797 0.8182 0.8807 0.8593 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:20:32 time_train=65717 time_c_quizzes=0
20240908-04:20:32 no_c_quiz
20240908-04:20:32 training model 2 (accuracy 0.8181818127632141)
20240908-04:20:32 training model 4 (accuracy 0.8592965006828308)
20240908-04:22:36 train_loss 346 model 2 0.014109380680689355
20240908-04:22:36 train_loss 346 model 4 0.013706529416784179
20240908-04:22:38 test_loss 346 model 2 0.012397283612290266
20240908-04:22:38 test_loss 346 model 4 0.008932489791004628
20240908-04:23:18 test_accuracy 346 model 4 nb_correct 721 / 813 (88.68%)
20240908-04:23:23 test_accuracy 346 model 2 nb_correct 718 / 810 (88.64%)
20240908-04:23:23 wrote ae_000.pth
20240908-04:23:24 wrote ae_001.pth
20240908-04:23:25 wrote ae_002.pth
20240908-04:23:25 wrote ae_003.pth
20240908-04:23:26 wrote ae_004.pth
20240908-04:23:27 wrote ae_005.pth
20240908-04:23:28 wrote ae_006.pth
20240908-04:23:28 wrote ae_007.pth
20240908-04:23:29 wrote ae_008.pth
20240908-04:23:30 wrote ae_009.pth
20240908-04:23:30 epoch_duration 2min57s next_finish 04:26:27
20240908-04:23:30 wrote state.pth
20240908-04:23:30 --- epoch 347 ----------------------------------------
20240908-04:23:30 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8783 0.8807 0.8774
20240908-04:23:30 time_train=65887 time_c_quizzes=0
20240908-04:23:30 no_c_quiz
20240908-04:23:30 training model 9 (accuracy 0.8773946166038513)
20240908-04:23:30 training model 7 (accuracy 0.8783132433891296)
20240908-04:25:35 train_loss 347 model 9 0.013527070707605162
20240908-04:25:35 train_loss 347 model 7 0.014035864902216416
20240908-04:25:36 test_loss 347 model 9 0.010885617815438309
20240908-04:25:36 test_loss 347 model 7 0.010905606403321144
20240908-04:26:17 test_accuracy 347 model 7 nb_correct 669 / 805 (83.11%)
20240908-04:26:25 test_accuracy 347 model 9 nb_correct 669 / 801 (83.52%)
20240908-04:26:26 wrote ae_000.pth
20240908-04:26:26 wrote ae_001.pth
20240908-04:26:27 wrote ae_002.pth
20240908-04:26:28 wrote ae_003.pth
20240908-04:26:28 wrote ae_004.pth
20240908-04:26:29 wrote ae_005.pth
20240908-04:26:30 wrote ae_006.pth
20240908-04:26:30 wrote ae_007.pth
20240908-04:26:31 wrote ae_008.pth
20240908-04:26:32 wrote ae_009.pth
20240908-04:26:32 epoch_duration 3min1s next_finish 04:29:34
20240908-04:26:32 wrote state.pth
20240908-04:26:32 --- epoch 348 ----------------------------------------
20240908-04:26:32 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8311 0.8807 0.8352
20240908-04:26:32 time_train=66062 time_c_quizzes=0
20240908-04:26:32 no_c_quiz
20240908-04:26:32 training model 7 (accuracy 0.8310558795928955)
20240908-04:26:32 training model 9 (accuracy 0.8352059721946716)
20240908-04:28:36 train_loss 348 model 9 0.013937690500490135
20240908-04:28:36 train_loss 348 model 7 0.013521371373557486
20240908-04:28:38 test_loss 348 model 9 0.00987279838118411
20240908-04:28:38 test_loss 348 model 7 0.009032886970408072
20240908-04:29:21 test_accuracy 348 model 7 nb_correct 678 / 778 (87.15%)
20240908-04:29:21 test_accuracy 348 model 9 nb_correct 683 / 790 (86.46%)
20240908-04:29:22 wrote ae_000.pth
20240908-04:29:23 wrote ae_001.pth
20240908-04:29:23 wrote ae_002.pth
20240908-04:29:24 wrote ae_003.pth
20240908-04:29:25 wrote ae_004.pth
20240908-04:29:26 wrote ae_005.pth
20240908-04:29:26 wrote ae_006.pth
20240908-04:29:27 wrote ae_007.pth
20240908-04:29:28 wrote ae_008.pth
20240908-04:29:28 wrote ae_009.pth
20240908-04:29:28 epoch_duration 2min56s next_finish 04:32:25
20240908-04:29:28 wrote state.pth
20240908-04:29:28 --- epoch 349 ----------------------------------------
20240908-04:29:28 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8715 0.8807 0.8646
20240908-04:29:28 time_train=66231 time_c_quizzes=0
20240908-04:29:28 no_c_quiz
20240908-04:29:28 training model 9 (accuracy 0.8645569682121277)
20240908-04:29:28 training model 7 (accuracy 0.8714653253555298)
20240908-04:31:33 train_loss 349 model 7 0.013433148741925834
20240908-04:31:33 train_loss 349 model 9 0.014014824204372417
20240908-04:31:35 test_loss 349 model 7 0.013314358756838373
20240908-04:31:35 test_loss 349 model 9 0.008819149015835137
20240908-04:32:16 test_accuracy 349 model 9 nb_correct 698 / 803 (86.92%)
20240908-04:32:22 test_accuracy 349 model 7 nb_correct 685 / 811 (84.46%)
20240908-04:32:22 wrote ae_000.pth
20240908-04:32:23 wrote ae_001.pth
20240908-04:32:24 wrote ae_002.pth
20240908-04:32:24 wrote ae_003.pth
20240908-04:32:25 wrote ae_004.pth
20240908-04:32:26 wrote ae_005.pth
20240908-04:32:26 wrote ae_006.pth
20240908-04:32:27 wrote ae_007.pth
20240908-04:32:28 wrote ae_008.pth
20240908-04:32:28 wrote ae_009.pth
20240908-04:32:28 epoch_duration 3min0s next_finish 04:35:29
20240908-04:32:28 wrote state.pth
20240908-04:32:28 --- epoch 350 ----------------------------------------
20240908-04:32:28 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8446 0.8807 0.8692
20240908-04:32:28 time_train=66404 time_c_quizzes=0
20240908-04:32:28 no_c_quiz
20240908-04:32:28 training model 7 (accuracy 0.8446362614631653)
20240908-04:32:28 training model 9 (accuracy 0.8692403435707092)
20240908-04:34:33 train_loss 350 model 7 0.013090995860304247
20240908-04:34:34 train_loss 350 model 9 0.014666099025969742
20240908-04:34:35 test_loss 350 model 7 0.008570898272625981
20240908-04:34:35 test_loss 350 model 9 0.010145655389442254
20240908-04:35:12 test_accuracy 350 model 9 nb_correct 719 / 822 (87.47%)
20240908-04:35:18 test_accuracy 350 model 7 nb_correct 678 / 796 (85.18%)
20240908-04:35:19 wrote ae_000.pth
20240908-04:35:19 wrote ae_001.pth
20240908-04:35:20 wrote ae_002.pth
20240908-04:35:21 wrote ae_003.pth
20240908-04:35:21 wrote ae_004.pth
20240908-04:35:22 wrote ae_005.pth
20240908-04:35:23 wrote ae_006.pth
20240908-04:35:23 wrote ae_007.pth
20240908-04:35:24 wrote ae_008.pth
20240908-04:35:25 wrote ae_009.pth
20240908-04:35:25 epoch_duration 2min56s next_finish 04:38:21
20240908-04:35:25 wrote state.pth
20240908-04:35:25 --- epoch 351 ----------------------------------------
20240908-04:35:25 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8518 0.8807 0.8747
20240908-04:35:25 time_train=66573 time_c_quizzes=0
20240908-04:35:25 no_c_quiz
20240908-04:35:25 training model 7 (accuracy 0.8517587780952454)
20240908-04:35:25 training model 9 (accuracy 0.8746958374977112)
20240908-04:37:29 train_loss 351 model 7 0.013287372937069448
20240908-04:37:30 train_loss 351 model 9 0.012768117401123163
20240908-04:37:31 test_loss 351 model 7 0.014307467173784972
20240908-04:37:31 test_loss 351 model 9 0.010428042327248477
20240908-04:38:14 test_accuracy 351 model 9 nb_correct 675 / 795 (84.91%)
20240908-04:38:17 test_accuracy 351 model 7 nb_correct 675 / 780 (86.54%)
20240908-04:38:18 wrote ae_000.pth
20240908-04:38:19 wrote ae_001.pth
20240908-04:38:19 wrote ae_002.pth
20240908-04:38:20 wrote ae_003.pth
20240908-04:38:20 wrote ae_004.pth
20240908-04:38:21 wrote ae_005.pth
20240908-04:38:22 wrote ae_006.pth
20240908-04:38:22 wrote ae_007.pth
20240908-04:38:23 wrote ae_008.pth
20240908-04:38:24 wrote ae_009.pth
20240908-04:38:24 epoch_duration 2min59s next_finish 04:41:23
20240908-04:38:24 wrote state.pth
20240908-04:38:24 --- epoch 352 ----------------------------------------
20240908-04:38:24 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8654 0.8807 0.8491
20240908-04:38:24 time_train=66745 time_c_quizzes=0
20240908-04:38:24 no_c_quiz
20240908-04:38:24 training model 9 (accuracy 0.849056601524353)
20240908-04:38:24 training model 7 (accuracy 0.8653846383094788)
20240908-04:40:28 train_loss 352 model 9 0.012866867209624615
20240908-04:40:28 train_loss 352 model 7 0.013592156036698725
20240908-04:40:30 test_loss 352 model 9 0.010712090150263975
20240908-04:40:30 test_loss 352 model 7 0.013073640275598564
20240908-04:41:08 test_accuracy 352 model 7 nb_correct 699 / 818 (85.45%)
20240908-04:41:17 test_accuracy 352 model 9 nb_correct 715 / 809 (88.38%)
20240908-04:41:17 wrote ae_000.pth
20240908-04:41:18 wrote ae_001.pth
20240908-04:41:19 wrote ae_002.pth
20240908-04:41:20 wrote ae_003.pth
20240908-04:41:20 wrote ae_004.pth
20240908-04:41:21 wrote ae_005.pth
20240908-04:41:21 wrote ae_006.pth
20240908-04:41:22 wrote ae_007.pth
20240908-04:41:23 wrote ae_008.pth
20240908-04:41:23 wrote ae_009.pth
20240908-04:41:23 epoch_duration 2min59s next_finish 04:44:23
20240908-04:41:23 wrote state.pth
20240908-04:41:23 --- epoch 353 ----------------------------------------
20240908-04:41:23 current_test_accuracies 0.8788 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8545 0.8807 0.8838
20240908-04:41:23 time_train=66918 time_c_quizzes=0
20240908-04:41:23 no_c_quiz
20240908-04:41:23 training model 7 (accuracy 0.854523241519928)
20240908-04:41:23 training model 0 (accuracy 0.8788249492645264)
20240908-04:43:28 train_loss 353 model 0 0.014600438522349577
20240908-04:43:28 train_loss 353 model 7 0.013945218441993347
20240908-04:43:30 test_loss 353 model 0 0.013736500585582689
20240908-04:43:30 test_loss 353 model 7 0.00948370405149035
20240908-04:44:09 test_accuracy 353 model 0 nb_correct 688 / 817 (84.21%)
20240908-04:44:12 test_accuracy 353 model 7 nb_correct 698 / 827 (84.40%)
20240908-04:44:13 wrote ae_000.pth
20240908-04:44:13 wrote ae_001.pth
20240908-04:44:14 wrote ae_002.pth
20240908-04:44:15 wrote ae_003.pth
20240908-04:44:15 wrote ae_004.pth
20240908-04:44:16 wrote ae_005.pth
20240908-04:44:17 wrote ae_006.pth
20240908-04:44:17 wrote ae_007.pth
20240908-04:44:18 wrote ae_008.pth
20240908-04:44:19 wrote ae_009.pth
20240908-04:44:19 epoch_duration 2min55s next_finish 04:47:14
20240908-04:44:19 wrote state.pth
20240908-04:44:19 --- epoch 354 ----------------------------------------
20240908-04:44:19 current_test_accuracies 0.8421 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8440 0.8807 0.8838
20240908-04:44:19 time_train=67086 time_c_quizzes=0
20240908-04:44:19 no_c_quiz
20240908-04:44:19 training model 0 (accuracy 0.8421052694320679)
20240908-04:44:19 training model 7 (accuracy 0.8440145254135132)
20240908-04:46:24 train_loss 354 model 0 0.013654346541195992
20240908-04:46:24 train_loss 354 model 7 0.013487813277704845
20240908-04:46:25 test_loss 354 model 0 0.01344886995793786
20240908-04:46:25 test_loss 354 model 7 0.010018638389374246
20240908-04:47:05 test_accuracy 354 model 0 nb_correct 672 / 787 (85.39%)
20240908-04:47:08 test_accuracy 354 model 7 nb_correct 702 / 804 (87.31%)
20240908-04:47:08 wrote ae_000.pth
20240908-04:47:09 wrote ae_001.pth
20240908-04:47:10 wrote ae_002.pth
20240908-04:47:11 wrote ae_003.pth
20240908-04:47:11 wrote ae_004.pth
20240908-04:47:12 wrote ae_005.pth
20240908-04:47:13 wrote ae_006.pth
20240908-04:47:13 wrote ae_007.pth
20240908-04:47:14 wrote ae_008.pth
20240908-04:47:15 wrote ae_009.pth
20240908-04:47:15 epoch_duration 2min55s next_finish 04:50:10
20240908-04:47:15 wrote state.pth
20240908-04:47:15 --- epoch 355 ----------------------------------------
20240908-04:47:15 current_test_accuracies 0.8539 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8731 0.8807 0.8838
20240908-04:47:15 time_train=67254 time_c_quizzes=0
20240908-04:47:15 no_c_quiz
20240908-04:47:15 training model 0 (accuracy 0.853875458240509)
20240908-04:47:15 training model 7 (accuracy 0.8731343150138855)
20240908-04:49:19 train_loss 355 model 7 0.013748717367619975
20240908-04:49:19 train_loss 355 model 0 0.013928964609018294
20240908-04:49:21 test_loss 355 model 7 0.007065938181767706
20240908-04:49:21 test_loss 355 model 0 0.01095516414834492
20240908-04:50:02 test_accuracy 355 model 7 nb_correct 701 / 790 (88.73%)
20240908-04:50:05 test_accuracy 355 model 0 nb_correct 666 / 789 (84.41%)
20240908-04:50:05 wrote ae_000.pth
20240908-04:50:06 wrote ae_001.pth
20240908-04:50:07 wrote ae_002.pth
20240908-04:50:07 wrote ae_003.pth
20240908-04:50:08 wrote ae_004.pth
20240908-04:50:09 wrote ae_005.pth
20240908-04:50:09 wrote ae_006.pth
20240908-04:50:10 wrote ae_007.pth
20240908-04:50:11 wrote ae_008.pth
20240908-04:50:11 wrote ae_009.pth
20240908-04:50:11 epoch_duration 2min56s next_finish 04:53:08
20240908-04:50:11 wrote state.pth
20240908-04:50:11 --- epoch 356 ----------------------------------------
20240908-04:50:11 current_test_accuracies 0.8441 0.8797 0.8864 0.8807 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-04:50:11 time_train=67423 time_c_quizzes=0
20240908-04:50:11 no_c_quiz
20240908-04:50:11 training model 0 (accuracy 0.8441064357757568)
20240908-04:50:11 training model 1 (accuracy 0.8796630501747131)
20240908-04:52:16 train_loss 356 model 0 0.014692576038818515
20240908-04:52:16 train_loss 356 model 1 0.013719804432927049
20240908-04:52:18 test_loss 356 model 0 0.01034292827553145
20240908-04:52:18 test_loss 356 model 1 0.010792422954364157
20240908-04:52:58 test_accuracy 356 model 0 nb_correct 695 / 793 (87.64%)
20240908-04:53:06 test_accuracy 356 model 1 nb_correct 662 / 796 (83.17%)
20240908-04:53:06 wrote ae_000.pth
20240908-04:53:07 wrote ae_001.pth
20240908-04:53:08 wrote ae_002.pth
20240908-04:53:08 wrote ae_003.pth
20240908-04:53:09 wrote ae_004.pth
20240908-04:53:10 wrote ae_005.pth
20240908-04:53:10 wrote ae_006.pth
20240908-04:53:11 wrote ae_007.pth
20240908-04:53:12 wrote ae_008.pth
20240908-04:53:12 wrote ae_009.pth
20240908-04:53:12 epoch_duration 3min0s next_finish 04:56:13
20240908-04:53:12 wrote state.pth
20240908-04:53:12 --- epoch 357 ----------------------------------------
20240908-04:53:12 current_test_accuracies 0.8764 0.8317 0.8864 0.8807 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-04:53:12 time_train=67597 time_c_quizzes=0
20240908-04:53:12 no_c_quiz
20240908-04:53:12 training model 1 (accuracy 0.8316583037376404)
20240908-04:53:12 training model 0 (accuracy 0.8764186501502991)
20240908-04:55:17 train_loss 357 model 0 0.01321246347174747
20240908-04:55:17 train_loss 357 model 1 0.013173700856088544
20240908-04:55:18 test_loss 357 model 0 0.012216948161585606
20240908-04:55:18 test_loss 357 model 1 0.010124981935905452
20240908-04:56:01 test_accuracy 357 model 1 nb_correct 698 / 789 (88.47%)
20240908-04:56:04 test_accuracy 357 model 0 nb_correct 691 / 797 (86.70%)
20240908-04:56:04 wrote ae_000.pth
20240908-04:56:05 wrote ae_001.pth
20240908-04:56:06 wrote ae_002.pth
20240908-04:56:06 wrote ae_003.pth
20240908-04:56:07 wrote ae_004.pth
20240908-04:56:08 wrote ae_005.pth
20240908-04:56:08 wrote ae_006.pth
20240908-04:56:09 wrote ae_007.pth
20240908-04:56:10 wrote ae_008.pth
20240908-04:56:10 wrote ae_009.pth
20240908-04:56:10 epoch_duration 2min58s next_finish 04:59:08
20240908-04:56:10 wrote state.pth
20240908-04:56:10 --- epoch 358 ----------------------------------------
20240908-04:56:10 current_test_accuracies 0.8670 0.8847 0.8864 0.8807 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-04:56:10 time_train=67768 time_c_quizzes=0
20240908-04:56:10 no_c_quiz
20240908-04:56:10 training model 0 (accuracy 0.8670012354850769)
20240908-04:56:10 training model 3 (accuracy 0.8806532621383667)
20240908-04:58:15 train_loss 358 model 3 0.014099511871456343
20240908-04:58:15 train_loss 358 model 0 0.013666180431386237
20240908-04:58:17 test_loss 358 model 3 0.008540762958000414
20240908-04:58:17 test_loss 358 model 0 0.010112633135850046
20240908-04:58:53 test_accuracy 358 model 3 nb_correct 688 / 784 (87.76%)
20240908-04:59:00 test_accuracy 358 model 0 nb_correct 688 / 787 (87.42%)
20240908-04:59:00 wrote ae_000.pth
20240908-04:59:01 wrote ae_001.pth
20240908-04:59:02 wrote ae_002.pth
20240908-04:59:02 wrote ae_003.pth
20240908-04:59:03 wrote ae_004.pth
20240908-04:59:04 wrote ae_005.pth
20240908-04:59:04 wrote ae_006.pth
20240908-04:59:05 wrote ae_007.pth
20240908-04:59:06 wrote ae_008.pth
20240908-04:59:06 wrote ae_009.pth
20240908-04:59:06 epoch_duration 2min56s next_finish 05:02:03
20240908-04:59:06 wrote state.pth
20240908-04:59:06 --- epoch 359 ----------------------------------------
20240908-04:59:06 current_test_accuracies 0.8742 0.8847 0.8864 0.8776 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-04:59:06 time_train=67937 time_c_quizzes=0
20240908-04:59:06 no_c_quiz
20240908-04:59:06 training model 0 (accuracy 0.8742058277130127)
20240908-04:59:06 training model 3 (accuracy 0.8775510191917419)
20240908-05:01:11 train_loss 359 model 0 0.013800373438047246
20240908-05:01:12 train_loss 359 model 3 0.01327474655136757
20240908-05:01:13 test_loss 359 model 0 0.010840903218127095
20240908-05:01:13 test_loss 359 model 3 0.01037329937771574
20240908-05:01:55 test_accuracy 359 model 3 nb_correct 668 / 791 (84.45%)
20240908-05:02:00 test_accuracy 359 model 0 nb_correct 671 / 781 (85.92%)
20240908-05:02:01 wrote ae_000.pth
20240908-05:02:01 wrote ae_001.pth
20240908-05:02:02 wrote ae_002.pth
20240908-05:02:03 wrote ae_003.pth
20240908-05:02:03 wrote ae_004.pth
20240908-05:02:04 wrote ae_005.pth
20240908-05:02:05 wrote ae_006.pth
20240908-05:02:05 wrote ae_007.pth
20240908-05:02:06 wrote ae_008.pth
20240908-05:02:07 wrote ae_009.pth
20240908-05:02:07 epoch_duration 3min0s next_finish 05:05:07
20240908-05:02:07 wrote state.pth
20240908-05:02:07 --- epoch 360 ----------------------------------------
20240908-05:02:07 current_test_accuracies 0.8592 0.8847 0.8864 0.8445 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-05:02:07 time_train=68110 time_c_quizzes=0
20240908-05:02:07 no_c_quiz
20240908-05:02:07 training model 3 (accuracy 0.8445006608963013)
20240908-05:02:07 training model 0 (accuracy 0.8591549396514893)
20240908-05:04:11 train_loss 360 model 0 0.013913171849133505
20240908-05:04:11 train_loss 360 model 3 0.013195577556296485
20240908-05:04:13 test_loss 360 model 0 0.015616852453644015
20240908-05:04:13 test_loss 360 model 3 0.009179722379940358
20240908-05:04:57 test_accuracy 360 model 3 nb_correct 707 / 816 (86.64%)
20240908-05:04:59 test_accuracy 360 model 0 nb_correct 697 / 790 (88.23%)
20240908-05:05:00 wrote ae_000.pth
20240908-05:05:01 wrote ae_001.pth
20240908-05:05:01 wrote ae_002.pth
20240908-05:05:02 wrote ae_003.pth
20240908-05:05:03 wrote ae_004.pth
20240908-05:05:03 wrote ae_005.pth
20240908-05:05:04 wrote ae_006.pth
20240908-05:05:05 wrote ae_007.pth
20240908-05:05:05 wrote ae_008.pth
20240908-05:05:06 wrote ae_009.pth
20240908-05:05:06 epoch_duration 2min59s next_finish 05:08:05
20240908-05:05:06 wrote state.pth
20240908-05:05:06 --- epoch 361 ----------------------------------------
20240908-05:05:06 current_test_accuracies 0.8823 0.8847 0.8864 0.8664 0.8868 0.8910 0.8882 0.8873 0.8807 0.8838
20240908-05:05:06 time_train=68282 time_c_quizzes=0
20240908-05:05:06 no_c_quiz
20240908-05:05:06 training model 3 (accuracy 0.8664215803146362)
20240908-05:05:06 training model 8 (accuracy 0.8806887865066528)
20240908-05:07:11 train_loss 361 model 8 0.01492732923114454
20240908-05:07:11 train_loss 361 model 3 0.013052075367595535
20240908-05:07:12 test_loss 361 model 8 0.009933483085478655
20240908-05:07:12 test_loss 361 model 3 0.007397355155853802
20240908-05:07:54 test_accuracy 361 model 3 nb_correct 710 / 817 (86.90%)
20240908-05:07:55 test_accuracy 361 model 8 nb_correct 683 / 809 (84.43%)
20240908-05:07:56 wrote ae_000.pth
20240908-05:07:57 wrote ae_001.pth
20240908-05:07:57 wrote ae_002.pth
20240908-05:07:58 wrote ae_003.pth
20240908-05:07:59 wrote ae_004.pth
20240908-05:07:59 wrote ae_005.pth
20240908-05:08:00 wrote ae_006.pth
20240908-05:08:01 wrote ae_007.pth
20240908-05:08:02 wrote ae_008.pth
20240908-05:08:02 wrote ae_009.pth
20240908-05:08:02 epoch_duration 2min56s next_finish 05:10:58
20240908-05:08:02 wrote state.pth
20240908-05:08:02 --- epoch 362 ----------------------------------------
20240908-05:08:02 current_test_accuracies 0.8823 0.8847 0.8864 0.8690 0.8868 0.8910 0.8882 0.8873 0.8443 0.8838
20240908-05:08:02 time_train=68451 time_c_quizzes=0
20240908-05:08:02 no_c_quiz
20240908-05:08:02 training model 8 (accuracy 0.8442521691322327)
20240908-05:08:02 training model 3 (accuracy 0.8690330386161804)
20240908-05:10:07 train_loss 362 model 3 0.013499323943477066
20240908-05:10:07 train_loss 362 model 8 0.014362516636247165
20240908-05:10:09 test_loss 362 model 3 0.010601346879138874
20240908-05:10:09 test_loss 362 model 8 0.008150127656699624
20240908-05:10:52 test_accuracy 362 model 3 nb_correct 689 / 805 (85.59%)
20240908-05:10:53 test_accuracy 362 model 8 nb_correct 685 / 799 (85.73%)
20240908-05:10:54 wrote ae_000.pth
20240908-05:10:54 wrote ae_001.pth
20240908-05:10:55 wrote ae_002.pth
20240908-05:10:56 wrote ae_003.pth
20240908-05:10:57 wrote ae_004.pth
20240908-05:10:57 wrote ae_005.pth
20240908-05:10:58 wrote ae_006.pth
20240908-05:10:59 wrote ae_007.pth
20240908-05:10:59 wrote ae_008.pth
20240908-05:11:00 wrote ae_009.pth
20240908-05:11:00 epoch_duration 2min57s next_finish 05:13:58
20240908-05:11:00 wrote state.pth
20240908-05:11:00 --- epoch 363 ----------------------------------------
20240908-05:11:00 current_test_accuracies 0.8823 0.8847 0.8864 0.8559 0.8868 0.8910 0.8882 0.8873 0.8573 0.8838
20240908-05:11:00 time_train=68621 time_c_quizzes=0
20240908-05:11:00 no_c_quiz
20240908-05:11:00 training model 3 (accuracy 0.8559006452560425)
20240908-05:11:00 training model 8 (accuracy 0.8573216795921326)
20240908-05:13:05 train_loss 363 model 3 0.013173988367627317
20240908-05:13:05 train_loss 363 model 8 0.015275945778412278
20240908-05:13:06 test_loss 363 model 3 0.008086274427455464
20240908-05:13:06 test_loss 363 model 8 0.012272942892195715
20240908-05:13:45 test_accuracy 363 model 3 nb_correct 716 / 821 (87.21%)
20240908-05:13:49 test_accuracy 363 model 8 nb_correct 712 / 808 (88.12%)
20240908-05:13:50 wrote ae_000.pth
20240908-05:13:50 wrote ae_001.pth
20240908-05:13:51 wrote ae_002.pth
20240908-05:13:52 wrote ae_003.pth
20240908-05:13:52 wrote ae_004.pth
20240908-05:13:53 wrote ae_005.pth
20240908-05:13:54 wrote ae_006.pth
20240908-05:13:54 wrote ae_007.pth
20240908-05:13:55 wrote ae_008.pth
20240908-05:13:56 wrote ae_009.pth
20240908-05:13:56 epoch_duration 2min55s next_finish 05:16:52
20240908-05:13:56 wrote state.pth
20240908-05:13:56 --- epoch 364 ----------------------------------------
20240908-05:13:56 current_test_accuracies 0.8823 0.8847 0.8864 0.8721 0.8868 0.8910 0.8882 0.8873 0.8812 0.8838
20240908-05:13:56 time_train=68790 time_c_quizzes=0
20240908-05:13:56 no_c_quiz
20240908-05:13:56 training model 3 (accuracy 0.872107207775116)
20240908-05:13:56 training model 8 (accuracy 0.8811880946159363)
20240908-05:16:00 train_loss 364 model 8 0.014420226210844702
20240908-05:16:00 train_loss 364 model 3 0.012726964077424782
20240908-05:16:02 test_loss 364 model 8 0.010392647296976065
20240908-05:16:02 test_loss 364 model 3 0.006958395696710795
20240908-05:16:39 test_accuracy 364 model 3 nb_correct 693 / 806 (85.98%)
20240908-05:16:48 test_accuracy 364 model 8 nb_correct 668 / 794 (84.13%)
20240908-05:16:49 wrote ae_000.pth
20240908-05:16:49 wrote ae_001.pth
20240908-05:16:50 wrote ae_002.pth
20240908-05:16:50 wrote ae_003.pth
20240908-05:16:51 wrote ae_004.pth
20240908-05:16:52 wrote ae_005.pth
20240908-05:16:52 wrote ae_006.pth
20240908-05:16:53 wrote ae_007.pth
20240908-05:16:54 wrote ae_008.pth
20240908-05:16:54 wrote ae_009.pth
20240908-05:16:54 epoch_duration 2min58s next_finish 05:19:53
20240908-05:16:54 wrote state.pth
20240908-05:16:54 --- epoch 365 ----------------------------------------
20240908-05:16:54 current_test_accuracies 0.8823 0.8847 0.8864 0.8598 0.8868 0.8910 0.8882 0.8873 0.8413 0.8838
20240908-05:16:54 time_train=68962 time_c_quizzes=0
20240908-05:16:54 no_c_quiz
20240908-05:16:54 training model 8 (accuracy 0.8413098454475403)
20240908-05:16:54 training model 3 (accuracy 0.8598014712333679)
20240908-05:18:59 train_loss 365 model 3 0.013121064377335642
20240908-05:18:59 train_loss 365 model 8 0.014363650541148673
20240908-05:19:01 test_loss 365 model 3 0.007350289829059875
20240908-05:19:01 test_loss 365 model 8 0.009153602737842447
20240908-05:19:38 test_accuracy 365 model 3 nb_correct 712 / 816 (87.25%)
20240908-05:19:38 test_accuracy 365 model 8 nb_correct 725 / 818 (88.63%)
20240908-05:19:39 wrote ae_000.pth
20240908-05:19:40 wrote ae_001.pth
20240908-05:19:40 wrote ae_002.pth
20240908-05:19:41 wrote ae_003.pth
20240908-05:19:42 wrote ae_004.pth
20240908-05:19:42 wrote ae_005.pth
20240908-05:19:43 wrote ae_006.pth
20240908-05:19:44 wrote ae_007.pth
20240908-05:19:44 wrote ae_008.pth
20240908-05:19:45 wrote ae_009.pth
20240908-05:19:45 epoch_duration 2min50s next_finish 05:22:36
20240908-05:19:45 wrote state.pth
20240908-05:19:45 --- epoch 366 ----------------------------------------
20240908-05:19:45 current_test_accuracies 0.8823 0.8847 0.8864 0.8725 0.8868 0.8910 0.8882 0.8873 0.8863 0.8838
20240908-05:19:45 time_train=69125 time_c_quizzes=0
20240908-05:19:45 no_c_quiz
20240908-05:19:45 training model 3 (accuracy 0.8725489974021912)
20240908-05:19:45 training model 0 (accuracy 0.8822785019874573)
20240908-05:21:50 train_loss 366 model 0 0.012617734145809663
20240908-05:21:50 train_loss 366 model 3 0.01285327880299883
20240908-05:21:52 test_loss 366 model 0 0.011719814544630936
20240908-05:21:52 test_loss 366 model 3 0.008932453889588032
20240908-05:22:31 test_accuracy 366 model 3 nb_correct 694 / 803 (86.43%)
20240908-05:22:38 test_accuracy 366 model 0 nb_correct 711 / 821 (86.60%)
20240908-05:22:39 wrote ae_000.pth
20240908-05:22:40 wrote ae_001.pth
20240908-05:22:40 wrote ae_002.pth
20240908-05:22:41 wrote ae_003.pth
20240908-05:22:42 wrote ae_004.pth
20240908-05:22:42 wrote ae_005.pth
20240908-05:22:43 wrote ae_006.pth
20240908-05:22:44 wrote ae_007.pth
20240908-05:22:44 wrote ae_008.pth
20240908-05:22:45 wrote ae_009.pth
20240908-05:22:45 epoch_duration 3min0s next_finish 05:25:45
20240908-05:22:45 wrote state.pth
20240908-05:22:45 --- epoch 367 ----------------------------------------
20240908-05:22:45 current_test_accuracies 0.8660 0.8847 0.8864 0.8643 0.8868 0.8910 0.8882 0.8873 0.8863 0.8838
20240908-05:22:45 time_train=69298 time_c_quizzes=0
20240908-05:22:45 no_c_quiz
20240908-05:22:45 training model 3 (accuracy 0.8642590045928955)
20240908-05:22:45 training model 0 (accuracy 0.8660170435905457)
20240908-05:24:50 train_loss 367 model 3 0.012406458528341317
20240908-05:24:50 train_loss 367 model 0 0.013628751134172489
20240908-05:24:52 test_loss 367 model 3 0.00787583832789096
20240908-05:24:52 test_loss 367 model 0 0.011469466599373845
20240908-05:25:30 test_accuracy 367 model 3 nb_correct 683 / 796 (85.80%)
20240908-05:25:34 test_accuracy 367 model 0 nb_correct 681 / 794 (85.77%)
20240908-05:25:35 wrote ae_000.pth
20240908-05:25:36 wrote ae_001.pth
20240908-05:25:36 wrote ae_002.pth
20240908-05:25:37 wrote ae_003.pth
20240908-05:25:38 wrote ae_004.pth
20240908-05:25:38 wrote ae_005.pth
20240908-05:25:39 wrote ae_006.pth
20240908-05:25:40 wrote ae_007.pth
20240908-05:25:40 wrote ae_008.pth
20240908-05:25:41 wrote ae_009.pth
20240908-05:25:41 epoch_duration 2min56s next_finish 05:28:37
20240908-05:25:41 wrote state.pth
20240908-05:25:41 --- epoch 368 ----------------------------------------
20240908-05:25:41 current_test_accuracies 0.8577 0.8847 0.8864 0.8580 0.8868 0.8910 0.8882 0.8873 0.8863 0.8838
20240908-05:25:41 time_train=69467 time_c_quizzes=0
20240908-05:25:41 no_c_quiz
20240908-05:25:41 training model 0 (accuracy 0.8576826453208923)
20240908-05:25:41 training model 3 (accuracy 0.8580402135848999)
20240908-05:27:46 train_loss 368 model 3 0.013423773262140457
20240908-05:27:46 train_loss 368 model 0 0.01297774797846796
20240908-05:27:48 test_loss 368 model 3 0.008858915624796283
20240908-05:27:48 test_loss 368 model 0 0.00997433910326322
20240908-05:28:26 test_accuracy 368 model 0 nb_correct 713 / 803 (88.79%)
20240908-05:28:27 test_accuracy 368 model 3 nb_correct 691 / 794 (87.03%)
20240908-05:28:28 wrote ae_000.pth
20240908-05:28:28 wrote ae_001.pth
20240908-05:28:29 wrote ae_002.pth
20240908-05:28:30 wrote ae_003.pth
20240908-05:28:30 wrote ae_004.pth
20240908-05:28:31 wrote ae_005.pth
20240908-05:28:32 wrote ae_006.pth
20240908-05:28:32 wrote ae_007.pth
20240908-05:28:33 wrote ae_008.pth
20240908-05:28:34 wrote ae_009.pth
20240908-05:28:34 epoch_duration 2min52s next_finish 05:31:26
20240908-05:28:34 wrote state.pth
20240908-05:28:34 --- epoch 369 ----------------------------------------
20240908-05:28:34 current_test_accuracies 0.8879 0.8847 0.8864 0.8703 0.8868 0.8910 0.8882 0.8873 0.8863 0.8838
20240908-05:28:34 time_train=69632 time_c_quizzes=0
20240908-05:28:34 no_c_quiz
20240908-05:28:34 training model 3 (accuracy 0.8702771067619324)
20240908-05:28:34 training model 9 (accuracy 0.8838071823120117)
20240908-05:30:39 train_loss 369 model 9 0.014027988115565677
20240908-05:30:39 train_loss 369 model 3 0.012673037148088042
20240908-05:30:40 test_loss 369 model 9 0.008891408863019024
20240908-05:30:40 test_loss 369 model 3 0.008440828111622523
20240908-05:31:19 test_accuracy 369 model 3 nb_correct 682 / 786 (86.77%)
20240908-05:31:20 test_accuracy 369 model 9 nb_correct 694 / 799 (86.86%)
20240908-05:31:21 wrote ae_000.pth
20240908-05:31:21 wrote ae_001.pth
20240908-05:31:22 wrote ae_002.pth
20240908-05:31:23 wrote ae_003.pth
20240908-05:31:23 wrote ae_004.pth
20240908-05:31:24 wrote ae_005.pth
20240908-05:31:25 wrote ae_006.pth
20240908-05:31:25 wrote ae_007.pth
20240908-05:31:26 wrote ae_008.pth
20240908-05:31:27 wrote ae_009.pth
20240908-05:31:27 epoch_duration 2min53s next_finish 05:34:20
20240908-05:31:27 wrote state.pth
20240908-05:31:27 --- epoch 370 ----------------------------------------
20240908-05:31:27 current_test_accuracies 0.8879 0.8847 0.8864 0.8677 0.8868 0.8910 0.8882 0.8873 0.8863 0.8686
20240908-05:31:27 time_train=69798 time_c_quizzes=0
20240908-05:31:27 no_c_quiz
20240908-05:31:27 training model 3 (accuracy 0.8676844835281372)
20240908-05:31:27 training model 9 (accuracy 0.8685857057571411)
20240908-05:33:31 train_loss 370 model 3 0.012558703423230327
20240908-05:33:32 train_loss 370 model 9 0.014351443237697822
20240908-05:33:33 test_loss 370 model 3 0.00841467993675451
20240908-05:33:33 test_loss 370 model 9 0.008247395364196563
20240908-05:34:12 test_accuracy 370 model 3 nb_correct 713 / 811 (87.92%)
20240908-05:34:13 test_accuracy 370 model 9 nb_correct 702 / 799 (87.86%)
20240908-05:34:14 wrote ae_000.pth
20240908-05:34:14 wrote ae_001.pth
20240908-05:34:15 wrote ae_002.pth
20240908-05:34:16 wrote ae_003.pth
20240908-05:34:16 wrote ae_004.pth
20240908-05:34:17 wrote ae_005.pth
20240908-05:34:18 wrote ae_006.pth
20240908-05:34:18 wrote ae_007.pth
20240908-05:34:19 wrote ae_008.pth
20240908-05:34:20 wrote ae_009.pth
20240908-05:34:20 epoch_duration 2min52s next_finish 05:37:13
20240908-05:34:20 wrote state.pth
20240908-05:34:20 --- epoch 371 ----------------------------------------
20240908-05:34:20 current_test_accuracies 0.8879 0.8847 0.8864 0.8792 0.8868 0.8910 0.8882 0.8873 0.8863 0.8786
20240908-05:34:20 time_train=69964 time_c_quizzes=0
20240908-05:34:20 no_c_quiz
20240908-05:34:20 training model 9 (accuracy 0.8785982728004456)
20240908-05:34:20 training model 3 (accuracy 0.879161536693573)
20240908-05:36:25 train_loss 371 model 3 0.012871772730628436
20240908-05:36:25 train_loss 371 model 9 0.012942861861774872
20240908-05:36:26 test_loss 371 model 3 0.005455082067351213
20240908-05:36:26 test_loss 371 model 9 0.008148758266543155
20240908-05:37:03 test_accuracy 371 model 3 nb_correct 697 / 782 (89.13%)
20240908-05:37:07 test_accuracy 371 model 9 nb_correct 713 / 813 (87.70%)
20240908-05:37:08 wrote ae_000.pth
20240908-05:37:08 wrote ae_001.pth
20240908-05:37:09 wrote ae_002.pth
20240908-05:37:10 wrote ae_003.pth
20240908-05:37:10 wrote ae_004.pth
20240908-05:37:11 wrote ae_005.pth
20240908-05:37:12 wrote ae_006.pth
20240908-05:37:12 wrote ae_007.pth
20240908-05:37:13 wrote ae_008.pth
20240908-05:37:14 wrote ae_009.pth
20240908-05:37:14 epoch_duration 2min53s next_finish 05:40:07
20240908-05:37:14 wrote state.pth
20240908-05:37:14 --- epoch 372 ----------------------------------------
20240908-05:37:14 current_test_accuracies 0.8879 0.8847 0.8864 0.8913 0.8868 0.8910 0.8882 0.8873 0.8863 0.8770
20240908-05:37:14 time_train=70131 time_c_quizzes=0
20240908-05:37:14 no_c_quiz
20240908-05:37:14 training model 9 (accuracy 0.876998782157898)
20240908-05:37:14 training model 1 (accuracy 0.8846641182899475)
20240908-05:39:18 train_loss 372 model 9 0.01291376431858953
20240908-05:39:18 train_loss 372 model 1 0.013450067190075061
20240908-05:39:20 test_loss 372 model 9 0.007802806132667683
20240908-05:39:20 test_loss 372 model 1 0.011887953993209521
20240908-05:39:58 test_accuracy 372 model 9 nb_correct 700 / 805 (86.96%)
20240908-05:40:09 test_accuracy 372 model 1 nb_correct 664 / 782 (84.91%)
20240908-05:40:10 wrote ae_000.pth
20240908-05:40:10 wrote ae_001.pth
20240908-05:40:11 wrote ae_002.pth
20240908-05:40:12 wrote ae_003.pth
20240908-05:40:12 wrote ae_004.pth
20240908-05:40:13 wrote ae_005.pth
20240908-05:40:14 wrote ae_006.pth
20240908-05:40:14 wrote ae_007.pth
20240908-05:40:15 wrote ae_008.pth
20240908-05:40:16 wrote ae_009.pth
20240908-05:40:16 epoch_duration 3min2s next_finish 05:43:18
20240908-05:40:16 wrote state.pth
20240908-05:40:16 --- epoch 373 ----------------------------------------
20240908-05:40:16 current_test_accuracies 0.8879 0.8491 0.8864 0.8913 0.8868 0.8910 0.8882 0.8873 0.8863 0.8696
20240908-05:40:16 time_train=70306 time_c_quizzes=0
20240908-05:40:16 no_c_quiz
20240908-05:40:16 training model 1 (accuracy 0.8491048812866211)
20240908-05:40:16 training model 9 (accuracy 0.8695651888847351)
20240908-05:42:21 train_loss 373 model 9 0.013306597569753649
20240908-05:42:21 train_loss 373 model 1 0.01296505131797312
20240908-05:42:22 test_loss 373 model 9 0.01000371116530232
20240908-05:42:22 test_loss 373 model 1 0.011157095738599309
20240908-05:43:03 test_accuracy 373 model 9 nb_correct 720 / 795 (90.57%)
20240908-05:43:07 test_accuracy 373 model 1 nb_correct 697 / 805 (86.58%)
20240908-05:43:07 wrote ae_000.pth
20240908-05:43:08 wrote ae_001.pth
20240908-05:43:09 wrote ae_002.pth
20240908-05:43:09 wrote ae_003.pth
20240908-05:43:10 wrote ae_004.pth
20240908-05:43:11 wrote ae_005.pth
20240908-05:43:12 wrote ae_006.pth
20240908-05:43:12 wrote ae_007.pth
20240908-05:43:13 wrote ae_008.pth
20240908-05:43:14 wrote ae_009.pth
20240908-05:43:14 epoch_duration 2min57s next_finish 05:46:11
20240908-05:43:14 wrote state.pth
20240908-05:43:14 --- epoch 374 ----------------------------------------
20240908-05:43:14 current_test_accuracies 0.8879 0.8658 0.8864 0.8913 0.8868 0.8910 0.8882 0.8873 0.8863 0.9057
20240908-05:43:14 time_train=70476 time_c_quizzes=0
20240908-05:43:14 no_c_quiz
20240908-05:43:14 training model 1 (accuracy 0.8658385276794434)
20240908-05:43:14 training model 8 (accuracy 0.8863080739974976)
20240908-05:45:18 train_loss 374 model 1 0.013030883695479133
20240908-05:45:18 train_loss 374 model 8 0.014501370317113469
20240908-05:45:20 test_loss 374 model 1 0.010019262614605395
20240908-05:45:20 test_loss 374 model 8 0.008643853034027416
20240908-05:46:00 test_accuracy 374 model 1 nb_correct 704 / 806 (87.34%)
20240908-05:46:08 test_accuracy 374 model 8 nb_correct 656 / 795 (82.52%)
20240908-05:46:08 wrote ae_000.pth
20240908-05:46:09 wrote ae_001.pth
20240908-05:46:10 wrote ae_002.pth
20240908-05:46:10 wrote ae_003.pth
20240908-05:46:11 wrote ae_004.pth
20240908-05:46:12 wrote ae_005.pth
20240908-05:46:12 wrote ae_006.pth
20240908-05:46:13 wrote ae_007.pth
20240908-05:46:14 wrote ae_008.pth
20240908-05:46:14 wrote ae_009.pth
20240908-05:46:14 epoch_duration 3min0s next_finish 05:49:15
20240908-05:46:14 wrote state.pth
20240908-05:46:14 --- epoch 375 ----------------------------------------
20240908-05:46:14 current_test_accuracies 0.8879 0.8734 0.8864 0.8913 0.8868 0.8910 0.8882 0.8873 0.8252 0.9057
20240908-05:46:14 time_train=70649 time_c_quizzes=0
20240908-05:46:14 no_c_quiz
20240908-05:46:14 training model 8 (accuracy 0.8251572251319885)
20240908-05:46:14 training model 1 (accuracy 0.8734491467475891)
20240908-05:48:19 train_loss 375 model 8 0.013989469175357953
20240908-05:48:19 train_loss 375 model 1 0.012590225014821044
20240908-05:48:21 test_loss 375 model 8 0.010938133033778285
20240908-05:48:21 test_loss 375 model 1 0.011809938222995697
20240908-05:49:01 test_accuracy 375 model 8 nb_correct 744 / 837 (88.89%)
20240908-05:49:06 test_accuracy 375 model 1 nb_correct 684 / 800 (85.50%)
20240908-05:49:07 wrote ae_000.pth
20240908-05:49:08 wrote ae_001.pth
20240908-05:49:08 wrote ae_002.pth
20240908-05:49:09 wrote ae_003.pth
20240908-05:49:10 wrote ae_004.pth
20240908-05:49:10 wrote ae_005.pth
20240908-05:49:11 wrote ae_006.pth
20240908-05:49:12 wrote ae_007.pth
20240908-05:49:12 wrote ae_008.pth
20240908-05:49:13 wrote ae_009.pth
20240908-05:49:13 epoch_duration 2min58s next_finish 05:52:12
20240908-05:49:13 wrote state.pth
20240908-05:49:13 --- epoch 376 ----------------------------------------
20240908-05:49:13 current_test_accuracies 0.8879 0.8550 0.8864 0.8913 0.8868 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-05:49:13 time_train=70820 time_c_quizzes=0
20240908-05:49:13 no_c_quiz
20240908-05:49:13 training model 1 (accuracy 0.8550000190734863)
20240908-05:49:13 training model 2 (accuracy 0.8864197731018066)
20240908-05:51:18 train_loss 376 model 1 0.014146840493391209
20240908-05:51:18 train_loss 376 model 2 0.014199085659609409
20240908-05:51:20 test_loss 376 model 1 0.009886188248128747
20240908-05:51:20 test_loss 376 model 2 0.010921893663544324
20240908-05:52:02 test_accuracy 376 model 1 nb_correct 713 / 802 (88.90%)
20240908-05:52:09 test_accuracy 376 model 2 nb_correct 697 / 806 (86.48%)
20240908-05:52:09 wrote ae_000.pth
20240908-05:52:10 wrote ae_001.pth
20240908-05:52:11 wrote ae_002.pth
20240908-05:52:11 wrote ae_003.pth
20240908-05:52:12 wrote ae_004.pth
20240908-05:52:13 wrote ae_005.pth
20240908-05:52:14 wrote ae_006.pth
20240908-05:52:14 wrote ae_007.pth
20240908-05:52:15 wrote ae_008.pth
20240908-05:52:15 wrote ae_009.pth
20240908-05:52:15 epoch_duration 3min2s next_finish 05:55:18
20240908-05:52:15 wrote state.pth
20240908-05:52:15 --- epoch 377 ----------------------------------------
20240908-05:52:15 current_test_accuracies 0.8879 0.8890 0.8648 0.8913 0.8868 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-05:52:15 time_train=70995 time_c_quizzes=0
20240908-05:52:15 no_c_quiz
20240908-05:52:15 training model 2 (accuracy 0.8647642731666565)
20240908-05:52:16 training model 4 (accuracy 0.8868388533592224)
20240908-05:54:20 train_loss 377 model 4 0.01371055391511618
20240908-05:54:20 train_loss 377 model 2 0.01442620063040522
20240908-05:54:22 test_loss 377 model 4 0.012631043659166608
20240908-05:54:22 test_loss 377 model 2 0.010661630086747208
20240908-05:55:05 test_accuracy 377 model 2 nb_correct 668 / 804 (83.08%)
20240908-05:55:12 test_accuracy 377 model 4 nb_correct 673 / 808 (83.29%)
20240908-05:55:13 wrote ae_000.pth
20240908-05:55:13 wrote ae_001.pth
20240908-05:55:14 wrote ae_002.pth
20240908-05:55:15 wrote ae_003.pth
20240908-05:55:15 wrote ae_004.pth
20240908-05:55:16 wrote ae_005.pth
20240908-05:55:17 wrote ae_006.pth
20240908-05:55:17 wrote ae_007.pth
20240908-05:55:18 wrote ae_008.pth
20240908-05:55:19 wrote ae_009.pth
20240908-05:55:19 epoch_duration 3min3s next_finish 05:58:22
20240908-05:55:19 wrote state.pth
20240908-05:55:19 --- epoch 378 ----------------------------------------
20240908-05:55:19 current_test_accuracies 0.8879 0.8890 0.8308 0.8913 0.8329 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-05:55:19 time_train=71171 time_c_quizzes=0
20240908-05:55:19 no_c_quiz
20240908-05:55:19 training model 2 (accuracy 0.8308457732200623)
20240908-05:55:19 training model 4 (accuracy 0.8329207897186279)
20240908-05:57:23 train_loss 378 model 4 0.012935706558950186
20240908-05:57:23 train_loss 378 model 2 0.014927737291014638
20240908-05:57:25 test_loss 378 model 4 0.011404897713873652
20240908-05:57:25 test_loss 378 model 2 0.014039249282723177
20240908-05:58:08 test_accuracy 378 model 4 nb_correct 681 / 805 (84.60%)
20240908-05:58:16 test_accuracy 378 model 2 nb_correct 668 / 785 (85.10%)
20240908-05:58:17 wrote ae_000.pth
20240908-05:58:17 wrote ae_001.pth
20240908-05:58:18 wrote ae_002.pth
20240908-05:58:19 wrote ae_003.pth
20240908-05:58:19 wrote ae_004.pth
20240908-05:58:20 wrote ae_005.pth
20240908-05:58:21 wrote ae_006.pth
20240908-05:58:21 wrote ae_007.pth
20240908-05:58:22 wrote ae_008.pth
20240908-05:58:23 wrote ae_009.pth
20240908-05:58:23 epoch_duration 3min3s next_finish 06:01:27
20240908-05:58:23 wrote state.pth
20240908-05:58:23 --- epoch 379 ----------------------------------------
20240908-05:58:23 current_test_accuracies 0.8879 0.8890 0.8510 0.8913 0.8460 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-05:58:23 time_train=71348 time_c_quizzes=0
20240908-05:58:23 no_c_quiz
20240908-05:58:23 training model 4 (accuracy 0.8459627032279968)
20240908-05:58:23 training model 2 (accuracy 0.8509554266929626)
20240908-06:00:27 train_loss 379 model 2 0.014448585007252405
20240908-06:00:27 train_loss 379 model 4 0.013157501034504094
20240908-06:00:29 test_loss 379 model 2 0.008625945271546698
20240908-06:00:29 test_loss 379 model 4 0.012387187080457806
20240908-06:01:09 test_accuracy 379 model 4 nb_correct 674 / 801 (84.14%)
20240908-06:01:17 test_accuracy 379 model 2 nb_correct 676 / 798 (84.71%)
20240908-06:01:18 wrote ae_000.pth
20240908-06:01:19 wrote ae_001.pth
20240908-06:01:19 wrote ae_002.pth
20240908-06:01:20 wrote ae_003.pth
20240908-06:01:21 wrote ae_004.pth
20240908-06:01:21 wrote ae_005.pth
20240908-06:01:22 wrote ae_006.pth
20240908-06:01:23 wrote ae_007.pth
20240908-06:01:23 wrote ae_008.pth
20240908-06:01:24 wrote ae_009.pth
20240908-06:01:24 epoch_duration 3min1s next_finish 06:04:25
20240908-06:01:24 wrote state.pth
20240908-06:01:24 --- epoch 380 ----------------------------------------
20240908-06:01:24 current_test_accuracies 0.8879 0.8890 0.8471 0.8913 0.8414 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-06:01:24 time_train=71522 time_c_quizzes=0
20240908-06:01:24 no_c_quiz
20240908-06:01:24 training model 4 (accuracy 0.841448187828064)
20240908-06:01:24 training model 2 (accuracy 0.8471177816390991)
20240908-06:03:29 train_loss 380 model 2 0.0134345238846945
20240908-06:03:29 train_loss 380 model 4 0.013546795770325843
20240908-06:03:30 test_loss 380 model 2 0.010309592809790047
20240908-06:03:30 test_loss 380 model 4 0.007444526163862974
20240908-06:04:09 test_accuracy 380 model 4 nb_correct 705 / 808 (87.25%)
20240908-06:04:19 test_accuracy 380 model 2 nb_correct 701 / 793 (88.40%)
20240908-06:04:20 wrote ae_000.pth
20240908-06:04:21 wrote ae_001.pth
20240908-06:04:22 wrote ae_002.pth
20240908-06:04:22 wrote ae_003.pth
20240908-06:04:23 wrote ae_004.pth
20240908-06:04:24 wrote ae_005.pth
20240908-06:04:24 wrote ae_006.pth
20240908-06:04:25 wrote ae_007.pth
20240908-06:04:26 wrote ae_008.pth
20240908-06:04:26 wrote ae_009.pth
20240908-06:04:26 epoch_duration 3min2s next_finish 06:07:29
20240908-06:04:26 wrote state.pth
20240908-06:04:26 --- epoch 381 ----------------------------------------
20240908-06:04:26 current_test_accuracies 0.8879 0.8890 0.8840 0.8913 0.8725 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-06:04:26 time_train=71697 time_c_quizzes=0
20240908-06:04:26 no_c_quiz
20240908-06:04:26 training model 4 (accuracy 0.8725247383117676)
20240908-06:04:26 training model 2 (accuracy 0.8839848637580872)
20240908-06:06:31 train_loss 381 model 2 0.013763441183778922
20240908-06:06:31 train_loss 381 model 4 0.013368497434141318
20240908-06:06:32 test_loss 381 model 2 0.013147670523903799
20240908-06:06:32 test_loss 381 model 4 0.008079359463681612
20240908-06:07:14 test_accuracy 381 model 4 nb_correct 692 / 799 (86.61%)
20240908-06:07:17 test_accuracy 381 model 2 nb_correct 703 / 798 (88.10%)
20240908-06:07:18 wrote ae_000.pth
20240908-06:07:18 wrote ae_001.pth
20240908-06:07:19 wrote ae_002.pth
20240908-06:07:20 wrote ae_003.pth
20240908-06:07:20 wrote ae_004.pth
20240908-06:07:21 wrote ae_005.pth
20240908-06:07:22 wrote ae_006.pth
20240908-06:07:22 wrote ae_007.pth
20240908-06:07:23 wrote ae_008.pth
20240908-06:07:24 wrote ae_009.pth
20240908-06:07:24 epoch_duration 2min57s next_finish 06:10:21
20240908-06:07:24 wrote state.pth
20240908-06:07:24 --- epoch 382 ----------------------------------------
20240908-06:07:24 current_test_accuracies 0.8879 0.8890 0.8810 0.8913 0.8661 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-06:07:24 time_train=71867 time_c_quizzes=0
20240908-06:07:24 no_c_quiz
20240908-06:07:24 training model 4 (accuracy 0.8660826086997986)
20240908-06:07:24 training model 2 (accuracy 0.8809523582458496)
20240908-06:09:28 train_loss 382 model 2 0.013365818208971177
20240908-06:09:28 train_loss 382 model 4 0.012848280832811724
20240908-06:09:30 test_loss 382 model 2 0.012044725023770297
20240908-06:09:30 test_loss 382 model 4 0.010918057561502792
20240908-06:10:09 test_accuracy 382 model 4 nb_correct 687 / 796 (86.31%)
20240908-06:10:15 test_accuracy 382 model 2 nb_correct 698 / 800 (87.25%)
20240908-06:10:15 wrote ae_000.pth
20240908-06:10:16 wrote ae_001.pth
20240908-06:10:17 wrote ae_002.pth
20240908-06:10:17 wrote ae_003.pth
20240908-06:10:18 wrote ae_004.pth
20240908-06:10:19 wrote ae_005.pth
20240908-06:10:19 wrote ae_006.pth
20240908-06:10:20 wrote ae_007.pth
20240908-06:10:21 wrote ae_008.pth
20240908-06:10:21 wrote ae_009.pth
20240908-06:10:21 epoch_duration 2min57s next_finish 06:13:19
20240908-06:10:21 wrote state.pth
20240908-06:10:21 --- epoch 383 ----------------------------------------
20240908-06:10:21 current_test_accuracies 0.8879 0.8890 0.8725 0.8913 0.8631 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-06:10:21 time_train=72037 time_c_quizzes=0
20240908-06:10:21 no_c_quiz
20240908-06:10:21 training model 4 (accuracy 0.8630653023719788)
20240908-06:10:21 training model 2 (accuracy 0.8725000023841858)
20240908-06:12:26 train_loss 383 model 4 0.014316888422952615
20240908-06:12:26 train_loss 383 model 2 0.01429874720009684
20240908-06:12:28 test_loss 383 model 4 0.011147882986915648
20240908-06:12:28 test_loss 383 model 2 0.011203083524833346
20240908-06:13:10 test_accuracy 383 model 4 nb_correct 715 / 808 (88.49%)
20240908-06:13:12 test_accuracy 383 model 2 nb_correct 702 / 781 (89.88%)
20240908-06:13:12 wrote ae_000.pth
20240908-06:13:13 wrote ae_001.pth
20240908-06:13:14 wrote ae_002.pth
20240908-06:13:14 wrote ae_003.pth
20240908-06:13:15 wrote ae_004.pth
20240908-06:13:16 wrote ae_005.pth
20240908-06:13:16 wrote ae_006.pth
20240908-06:13:17 wrote ae_007.pth
20240908-06:13:18 wrote ae_008.pth
20240908-06:13:18 wrote ae_009.pth
20240908-06:13:18 epoch_duration 2min56s next_finish 06:16:15
20240908-06:13:18 wrote state.pth
20240908-06:13:18 --- epoch 384 ----------------------------------------
20240908-06:13:18 current_test_accuracies 0.8879 0.8890 0.8988 0.8913 0.8849 0.8910 0.8882 0.8873 0.8889 0.9057
20240908-06:13:18 time_train=72207 time_c_quizzes=0
20240908-06:13:18 no_c_quiz
20240908-06:13:18 training model 4 (accuracy 0.8849009871482849)
20240908-06:13:18 training model 7 (accuracy 0.8873417973518372)
20240908-06:15:23 train_loss 384 model 4 0.013299195077051991
20240908-06:15:23 train_loss 384 model 7 0.01255908937978529
20240908-06:15:25 test_loss 384 model 4 0.011623597073412383
20240908-06:15:25 test_loss 384 model 7 0.010808513172196398
20240908-06:16:06 test_accuracy 384 model 7 nb_correct 704 / 801 (87.89%)
20240908-06:16:09 test_accuracy 384 model 4 nb_correct 672 / 793 (84.74%)
20240908-06:16:10 wrote ae_000.pth
20240908-06:16:10 wrote ae_001.pth
20240908-06:16:11 wrote ae_002.pth
20240908-06:16:12 wrote ae_003.pth
20240908-06:16:12 wrote ae_004.pth
20240908-06:16:13 wrote ae_005.pth
20240908-06:16:14 wrote ae_006.pth
20240908-06:16:14 wrote ae_007.pth
20240908-06:16:15 wrote ae_008.pth
20240908-06:16:16 wrote ae_009.pth
20240908-06:16:16 epoch_duration 2min57s next_finish 06:19:13
20240908-06:16:16 wrote state.pth
20240908-06:16:16 --- epoch 385 ----------------------------------------
20240908-06:16:16 current_test_accuracies 0.8879 0.8890 0.8988 0.8913 0.8474 0.8910 0.8882 0.8789 0.8889 0.9057
20240908-06:16:16 time_train=72377 time_c_quizzes=0
20240908-06:16:16 no_c_quiz
20240908-06:16:16 training model 4 (accuracy 0.8474148511886597)
20240908-06:16:16 training model 7 (accuracy 0.8789013624191284)
20240908-06:18:21 train_loss 385 model 4 0.013463973639511096
20240908-06:18:21 train_loss 385 model 7 0.012959385047463001
20240908-06:18:22 test_loss 385 model 4 0.007768417203897116
20240908-06:18:22 test_loss 385 model 7 0.01432900922227418
20240908-06:19:00 test_accuracy 385 model 4 nb_correct 698 / 805 (86.71%)
20240908-06:19:02 test_accuracy 385 model 7 nb_correct 666 / 800 (83.25%)
20240908-06:19:02 wrote ae_000.pth
20240908-06:19:03 wrote ae_001.pth
20240908-06:19:04 wrote ae_002.pth
20240908-06:19:04 wrote ae_003.pth
20240908-06:19:05 wrote ae_004.pth
20240908-06:19:06 wrote ae_005.pth
20240908-06:19:06 wrote ae_006.pth
20240908-06:19:07 wrote ae_007.pth
20240908-06:19:08 wrote ae_008.pth
20240908-06:19:09 wrote ae_009.pth
20240908-06:19:09 epoch_duration 2min52s next_finish 06:22:01
20240908-06:19:09 wrote state.pth
20240908-06:19:09 --- epoch 386 ----------------------------------------
20240908-06:19:09 current_test_accuracies 0.8879 0.8890 0.8988 0.8913 0.8671 0.8910 0.8882 0.8325 0.8889 0.9057
20240908-06:19:09 time_train=72542 time_c_quizzes=0
20240908-06:19:09 no_c_quiz
20240908-06:19:09 training model 7 (accuracy 0.8324999809265137)
20240908-06:19:09 training model 4 (accuracy 0.8670807480812073)
20240908-06:21:13 train_loss 386 model 7 0.013062577544740633
20240908-06:21:14 train_loss 386 model 4 0.012724492564862884
20240908-06:21:15 test_loss 386 model 7 0.010208897775919467
20240908-06:21:15 test_loss 386 model 4 0.009594469497824321
20240908-06:21:52 test_accuracy 386 model 7 nb_correct 692 / 778 (88.95%)
20240908-06:21:55 test_accuracy 386 model 4 nb_correct 686 / 792 (86.62%)
20240908-06:21:56 wrote ae_000.pth
20240908-06:21:57 wrote ae_001.pth
20240908-06:21:58 wrote ae_002.pth
20240908-06:21:58 wrote ae_003.pth
20240908-06:21:59 wrote ae_004.pth
20240908-06:22:00 wrote ae_005.pth
20240908-06:22:00 wrote ae_006.pth
20240908-06:22:01 wrote ae_007.pth
20240908-06:22:02 wrote ae_008.pth
20240908-06:22:02 wrote ae_009.pth
20240908-06:22:02 epoch_duration 2min53s next_finish 06:24:56
20240908-06:22:02 wrote state.pth
20240908-06:22:02 --- epoch 387 ----------------------------------------
20240908-06:22:02 current_test_accuracies 0.8879 0.8890 0.8988 0.8913 0.8662 0.8910 0.8882 0.8895 0.8889 0.9057
20240908-06:22:02 time_train=72708 time_c_quizzes=0
20240908-06:22:02 no_c_quiz
20240908-06:22:02 training model 4 (accuracy 0.8661616444587708)
20240908-06:22:02 training model 0 (accuracy 0.8879203200340271)
20240908-06:24:07 train_loss 387 model 0 0.013568652647794806
20240908-06:24:07 train_loss 387 model 4 0.013302711879012349
20240908-06:24:09 test_loss 387 model 0 0.00974387383728299
20240908-06:24:09 test_loss 387 model 4 0.013483341045548514
20240908-06:24:48 test_accuracy 387 model 0 nb_correct 695 / 805 (86.34%)
20240908-06:24:49 test_accuracy 387 model 4 nb_correct 699 / 798 (87.59%)
20240908-06:24:49 wrote ae_000.pth
20240908-06:24:50 wrote ae_001.pth
20240908-06:24:51 wrote ae_002.pth
20240908-06:24:51 wrote ae_003.pth
20240908-06:24:52 wrote ae_004.pth
20240908-06:24:53 wrote ae_005.pth
20240908-06:24:53 wrote ae_006.pth
20240908-06:24:54 wrote ae_007.pth
20240908-06:24:55 wrote ae_008.pth
20240908-06:24:55 wrote ae_009.pth
20240908-06:24:55 epoch_duration 2min53s next_finish 06:27:49
20240908-06:24:55 wrote state.pth
20240908-06:24:55 --- epoch 388 ----------------------------------------
20240908-06:24:55 current_test_accuracies 0.8634 0.8890 0.8988 0.8913 0.8759 0.8910 0.8882 0.8895 0.8889 0.9057
20240908-06:24:55 time_train=72874 time_c_quizzes=0
20240908-06:24:55 no_c_quiz
20240908-06:24:55 training model 0 (accuracy 0.8633540272712708)
20240908-06:24:55 training model 4 (accuracy 0.8759398460388184)
20240908-06:27:00 train_loss 388 model 0 0.013307967949702288
20240908-06:27:00 train_loss 388 model 4 0.013113853029095481
20240908-06:27:02 test_loss 388 model 0 0.014472541111513238
20240908-06:27:02 test_loss 388 model 4 0.01104612309914046
20240908-06:27:44 test_accuracy 388 model 4 nb_correct 704 / 799 (88.11%)
20240908-06:27:45 test_accuracy 388 model 0 nb_correct 731 / 800 (91.38%)
20240908-06:27:45 wrote ae_000.pth
20240908-06:27:46 wrote ae_001.pth
20240908-06:27:47 wrote ae_002.pth
20240908-06:27:47 wrote ae_003.pth
20240908-06:27:48 wrote ae_004.pth
20240908-06:27:49 wrote ae_005.pth
20240908-06:27:49 wrote ae_006.pth
20240908-06:27:50 wrote ae_007.pth
20240908-06:27:51 wrote ae_008.pth
20240908-06:27:51 wrote ae_009.pth
20240908-06:27:51 epoch_duration 2min55s next_finish 06:30:47
20240908-06:27:51 wrote state.pth
20240908-06:27:51 --- epoch 389 ----------------------------------------
20240908-06:27:51 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8811 0.8910 0.8882 0.8895 0.8889 0.9057
20240908-06:27:51 time_train=73043 time_c_quizzes=0
20240908-06:27:51 no_c_quiz
20240908-06:27:51 training model 4 (accuracy 0.8811013698577881)
20240908-06:27:51 training model 6 (accuracy 0.8881829977035522)
20240908-06:29:56 train_loss 389 model 6 0.013899036153081397
20240908-06:29:56 train_loss 389 model 4 0.01271478807800304
20240908-06:29:58 test_loss 389 model 6 0.010748859232990071
20240908-06:29:58 test_loss 389 model 4 0.012277046281087677
20240908-06:30:37 test_accuracy 389 model 4 nb_correct 698 / 801 (87.14%)
20240908-06:30:43 test_accuracy 389 model 6 nb_correct 674 / 788 (85.53%)
20240908-06:30:44 wrote ae_000.pth
20240908-06:30:45 wrote ae_001.pth
20240908-06:30:46 wrote ae_002.pth
20240908-06:30:46 wrote ae_003.pth
20240908-06:30:47 wrote ae_004.pth
20240908-06:30:48 wrote ae_005.pth
20240908-06:30:48 wrote ae_006.pth
20240908-06:30:49 wrote ae_007.pth
20240908-06:30:50 wrote ae_008.pth
20240908-06:30:50 wrote ae_009.pth
20240908-06:30:50 epoch_duration 2min58s next_finish 06:33:49
20240908-06:30:50 wrote state.pth
20240908-06:30:50 --- epoch 390 ----------------------------------------
20240908-06:30:50 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8714 0.8910 0.8553 0.8895 0.8889 0.9057
20240908-06:30:50 time_train=73215 time_c_quizzes=0
20240908-06:30:50 no_c_quiz
20240908-06:30:50 training model 6 (accuracy 0.8553299307823181)
20240908-06:30:50 training model 4 (accuracy 0.8714107275009155)
20240908-06:32:55 train_loss 390 model 6 0.013614452799247374
20240908-06:32:55 train_loss 390 model 4 0.01363869281164807
20240908-06:32:57 test_loss 390 model 6 0.011126450550364098
20240908-06:32:57 test_loss 390 model 4 0.006635297642355908
20240908-06:33:38 test_accuracy 390 model 4 nb_correct 708 / 794 (89.17%)
20240908-06:33:40 test_accuracy 390 model 6 nb_correct 662 / 785 (84.33%)
20240908-06:33:40 wrote ae_000.pth
20240908-06:33:41 wrote ae_001.pth
20240908-06:33:42 wrote ae_002.pth
20240908-06:33:43 wrote ae_003.pth
20240908-06:33:43 wrote ae_004.pth
20240908-06:33:44 wrote ae_005.pth
20240908-06:33:45 wrote ae_006.pth
20240908-06:33:45 wrote ae_007.pth
20240908-06:33:46 wrote ae_008.pth
20240908-06:33:47 wrote ae_009.pth
20240908-06:33:47 epoch_duration 2min56s next_finish 06:36:43
20240908-06:33:47 wrote state.pth
20240908-06:33:47 --- epoch 391 ----------------------------------------
20240908-06:33:47 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8917 0.8910 0.8433 0.8895 0.8889 0.9057
20240908-06:33:47 time_train=73384 time_c_quizzes=0
20240908-06:33:47 no_c_quiz
20240908-06:33:47 training model 6 (accuracy 0.8433120846748352)
20240908-06:33:47 training model 8 (accuracy 0.8888888955116272)
20240908-06:35:51 train_loss 391 model 6 0.01300858032418182
20240908-06:35:52 train_loss 391 model 8 0.014398332706856308
20240908-06:35:53 test_loss 391 model 6 0.010973245772038353
20240908-06:35:53 test_loss 391 model 8 0.007547628053089284
20240908-06:36:33 test_accuracy 391 model 6 nb_correct 703 / 820 (85.73%)
20240908-06:36:43 test_accuracy 391 model 8 nb_correct 674 / 797 (84.57%)
20240908-06:36:44 wrote ae_000.pth
20240908-06:36:44 wrote ae_001.pth
20240908-06:36:45 wrote ae_002.pth
20240908-06:36:46 wrote ae_003.pth
20240908-06:36:46 wrote ae_004.pth
20240908-06:36:47 wrote ae_005.pth
20240908-06:36:48 wrote ae_006.pth
20240908-06:36:49 wrote ae_007.pth
20240908-06:36:49 wrote ae_008.pth
20240908-06:36:50 wrote ae_009.pth
20240908-06:36:50 epoch_duration 3min3s next_finish 06:39:53
20240908-06:36:50 wrote state.pth
20240908-06:36:50 --- epoch 392 ----------------------------------------
20240908-06:36:50 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8917 0.8910 0.8573 0.8895 0.8457 0.9057
20240908-06:36:50 time_train=73560 time_c_quizzes=0
20240908-06:36:50 no_c_quiz
20240908-06:36:50 training model 8 (accuracy 0.8456712961196899)
20240908-06:36:50 training model 6 (accuracy 0.8573170900344849)
20240908-06:38:55 train_loss 392 model 6 0.01345493161000195
20240908-06:38:55 train_loss 392 model 8 0.014108605952875223
20240908-06:38:57 test_loss 392 model 6 0.010530510089580503
20240908-06:38:57 test_loss 392 model 8 0.009830788775832388
20240908-06:39:40 test_accuracy 392 model 6 nb_correct 657 / 791 (83.06%)
20240908-06:39:42 test_accuracy 392 model 8 nb_correct 659 / 785 (83.95%)
20240908-06:39:43 wrote ae_000.pth
20240908-06:39:44 wrote ae_001.pth
20240908-06:39:44 wrote ae_002.pth
20240908-06:39:45 wrote ae_003.pth
20240908-06:39:46 wrote ae_004.pth
20240908-06:39:46 wrote ae_005.pth
20240908-06:39:47 wrote ae_006.pth
20240908-06:39:48 wrote ae_007.pth
20240908-06:39:48 wrote ae_008.pth
20240908-06:39:49 wrote ae_009.pth
20240908-06:39:49 epoch_duration 2min59s next_finish 06:42:48
20240908-06:39:49 wrote state.pth
20240908-06:39:49 --- epoch 393 ----------------------------------------
20240908-06:39:49 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8917 0.8910 0.8306 0.8895 0.8395 0.9057
20240908-06:39:49 time_train=73732 time_c_quizzes=0
20240908-06:39:49 no_c_quiz
20240908-06:39:49 training model 6 (accuracy 0.8305941820144653)
20240908-06:39:49 training model 8 (accuracy 0.8394904732704163)
20240908-06:41:53 train_loss 393 model 6 0.012968189714410983
20240908-06:41:54 train_loss 393 model 8 0.015055335032549919
20240908-06:41:55 test_loss 393 model 6 0.013980323055875488
20240908-06:41:55 test_loss 393 model 8 0.011132985506810656
20240908-06:42:36 test_accuracy 393 model 8 nb_correct 707 / 805 (87.83%)
20240908-06:42:43 test_accuracy 393 model 6 nb_correct 697 / 812 (85.84%)
20240908-06:42:44 wrote ae_000.pth
20240908-06:42:45 wrote ae_001.pth
20240908-06:42:46 wrote ae_002.pth
20240908-06:42:46 wrote ae_003.pth
20240908-06:42:47 wrote ae_004.pth
20240908-06:42:48 wrote ae_005.pth
20240908-06:42:48 wrote ae_006.pth
20240908-06:42:49 wrote ae_007.pth
20240908-06:42:50 wrote ae_008.pth
20240908-06:42:50 wrote ae_009.pth
20240908-06:42:50 epoch_duration 3min1s next_finish 06:45:52
20240908-06:42:50 wrote state.pth
20240908-06:42:50 --- epoch 394 ----------------------------------------
20240908-06:42:50 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8917 0.8910 0.8584 0.8895 0.8783 0.9057
20240908-06:42:50 time_train=73906 time_c_quizzes=0
20240908-06:42:50 no_c_quiz
20240908-06:42:50 training model 6 (accuracy 0.8583743572235107)
20240908-06:42:50 training model 8 (accuracy 0.8782608509063721)
20240908-06:44:55 train_loss 394 model 6 0.012973585886848014
20240908-06:44:55 train_loss 394 model 8 0.01447497204769752
20240908-06:44:56 test_loss 394 model 6 0.009912189712645158
20240908-06:44:56 test_loss 394 model 8 0.008908972731296672
20240908-06:45:34 test_accuracy 394 model 6 nb_correct 719 / 800 (89.88%)
20240908-06:45:37 test_accuracy 394 model 8 nb_correct 720 / 802 (89.78%)
20240908-06:45:38 wrote ae_000.pth
20240908-06:45:39 wrote ae_001.pth
20240908-06:45:39 wrote ae_002.pth
20240908-06:45:40 wrote ae_003.pth
20240908-06:45:41 wrote ae_004.pth
20240908-06:45:41 wrote ae_005.pth
20240908-06:45:42 wrote ae_006.pth
20240908-06:45:43 wrote ae_007.pth
20240908-06:45:44 wrote ae_008.pth
20240908-06:45:44 wrote ae_009.pth
20240908-06:45:44 epoch_duration 2min53s next_finish 06:48:38
20240908-06:45:44 wrote state.pth
20240908-06:45:44 --- epoch 395 ----------------------------------------
20240908-06:45:44 current_test_accuracies 0.9137 0.8890 0.8988 0.8913 0.8917 0.8910 0.8988 0.8895 0.8978 0.9057
20240908-06:45:44 time_train=74072 time_c_quizzes=0
20240908-06:45:44 no_c_quiz
20240908-06:45:44 training model 1 (accuracy 0.8890274167060852)
20240908-06:45:44 training model 7 (accuracy 0.8894601464271545)
20240908-06:47:49 train_loss 395 model 1 0.012418609564258077
20240908-06:47:49 train_loss 395 model 7 0.012451945565626375
20240908-06:47:51 test_loss 395 model 1 0.008131443989350373
20240908-06:47:51 test_loss 395 model 7 0.011015957849394908
20240908-06:48:35 test_accuracy 395 model 7 nb_correct 701 / 790 (88.73%)
20240908-06:48:35 test_accuracy 395 model 1 nb_correct 683 / 779 (87.68%)
20240908-06:48:35 wrote ae_000.pth
20240908-06:48:36 wrote ae_001.pth
20240908-06:48:37 wrote ae_002.pth
20240908-06:48:38 wrote ae_003.pth
20240908-06:48:38 wrote ae_004.pth
20240908-06:48:39 wrote ae_005.pth
20240908-06:48:40 wrote ae_006.pth
20240908-06:48:40 wrote ae_007.pth
20240908-06:48:41 wrote ae_008.pth
20240908-06:48:42 wrote ae_009.pth
20240908-06:48:42 epoch_duration 2min57s next_finish 06:51:39
20240908-06:48:42 wrote state.pth
20240908-06:48:42 --- epoch 396 ----------------------------------------
20240908-06:48:42 current_test_accuracies 0.9137 0.8768 0.8988 0.8913 0.8917 0.8910 0.8988 0.8873 0.8978 0.9057
20240908-06:48:42 time_train=74242 time_c_quizzes=0
20240908-06:48:42 no_c_quiz
20240908-06:48:42 training model 1 (accuracy 0.8767650723457336)
20240908-06:48:42 training model 7 (accuracy 0.8873417973518372)
20240908-06:50:46 train_loss 396 model 7 0.013076795159329777
20240908-06:50:46 train_loss 396 model 1 0.012843846509000287
20240908-06:50:48 test_loss 396 model 7 0.011654521565469622
20240908-06:50:48 test_loss 396 model 1 0.010337932513357373
20240908-06:51:27 test_accuracy 396 model 7 nb_correct 672 / 779 (86.26%)
20240908-06:51:28 test_accuracy 396 model 1 nb_correct 717 / 800 (89.62%)
20240908-06:51:29 wrote ae_000.pth
20240908-06:51:30 wrote ae_001.pth
20240908-06:51:30 wrote ae_002.pth
20240908-06:51:31 wrote ae_003.pth
20240908-06:51:32 wrote ae_004.pth
20240908-06:51:32 wrote ae_005.pth
20240908-06:51:33 wrote ae_006.pth
20240908-06:51:34 wrote ae_007.pth
20240908-06:51:35 wrote ae_008.pth
20240908-06:51:35 wrote ae_009.pth
20240908-06:51:35 epoch_duration 2min53s next_finish 06:54:29
20240908-06:51:35 wrote state.pth
20240908-06:51:35 --- epoch 397 ----------------------------------------
20240908-06:51:35 current_test_accuracies 0.9137 0.8963 0.8988 0.8913 0.8917 0.8910 0.8988 0.8626 0.8978 0.9057
20240908-06:51:35 time_train=74408 time_c_quizzes=0
20240908-06:51:35 no_c_quiz
20240908-06:51:35 training model 7 (accuracy 0.8626444339752197)
20240908-06:51:35 training model 5 (accuracy 0.8909774422645569)
20240908-06:53:40 train_loss 397 model 7 0.012750314774624712
20240908-06:53:40 train_loss 397 model 5 0.013541626590689703
20240908-06:53:41 test_loss 397 model 7 0.007663205383005333
20240908-06:53:41 test_loss 397 model 5 0.009531636364954466
20240908-06:54:17 test_accuracy 397 model 7 nb_correct 731 / 820 (89.15%)
20240908-06:54:20 test_accuracy 397 model 5 nb_correct 731 / 801 (91.26%)
20240908-06:54:21 wrote ae_000.pth
20240908-06:54:22 wrote ae_001.pth
20240908-06:54:22 wrote ae_002.pth
20240908-06:54:23 wrote ae_003.pth
20240908-06:54:24 wrote ae_004.pth
20240908-06:54:24 wrote ae_005.pth
20240908-06:54:25 wrote ae_006.pth
20240908-06:54:26 wrote ae_007.pth
20240908-06:54:26 wrote ae_008.pth
20240908-06:54:27 wrote ae_009.pth
20240908-06:54:27 epoch_duration 2min51s next_finish 06:57:19
20240908-06:54:27 wrote state.pth
20240908-06:54:27 --- epoch 398 ----------------------------------------
20240908-06:54:27 current_test_accuracies 0.9137 0.8963 0.8988 0.8913 0.8917 0.9126 0.8988 0.8915 0.8978 0.9057
20240908-06:54:27 time_train=74572 time_c_quizzes=0
20240908-06:54:27 no_c_quiz
20240908-06:54:27 training model 3 (accuracy 0.8913043737411499)
20240908-06:54:27 training model 7 (accuracy 0.8914633989334106)
20240908-06:56:32 train_loss 398 model 7 0.01323619496115134
20240908-06:56:32 train_loss 398 model 3 0.013158237091913178
20240908-06:56:34 test_loss 398 model 7 0.010918051623093561
20240908-06:56:34 test_loss 398 model 3 0.008484145992596837
20240908-06:57:12 test_accuracy 398 model 3 nb_correct 705 / 792 (89.02%)
20240908-06:57:15 test_accuracy 398 model 7 nb_correct 711 / 798 (89.10%)
20240908-06:57:15 wrote ae_000.pth
20240908-06:57:16 wrote ae_001.pth
20240908-06:57:17 wrote ae_002.pth
20240908-06:57:18 wrote ae_003.pth
20240908-06:57:18 wrote ae_004.pth
20240908-06:57:19 wrote ae_005.pth
20240908-06:57:20 wrote ae_006.pth
20240908-06:57:20 wrote ae_007.pth
20240908-06:57:21 wrote ae_008.pth
20240908-06:57:22 wrote ae_009.pth
20240908-06:57:22 epoch_duration 2min54s next_finish 07:00:16
20240908-06:57:22 wrote state.pth
20240908-06:57:22 --- epoch 399 ----------------------------------------
20240908-06:57:22 current_test_accuracies 0.9137 0.8963 0.8988 0.8902 0.8917 0.9126 0.8988 0.8910 0.8978 0.9057
20240908-06:57:22 time_train=74739 time_c_quizzes=0
20240908-06:57:22 no_c_quiz
20240908-06:57:22 training model 3 (accuracy 0.8901515007019043)
20240908-06:57:22 training model 7 (accuracy 0.8909774422645569)
20240908-06:59:26 train_loss 399 model 3 0.012862481458938419
20240908-06:59:27 train_loss 399 model 7 0.01255136340926947
20240908-06:59:28 test_loss 399 model 3 0.01113488572539154
20240908-06:59:28 test_loss 399 model 7 0.008147600351276197
20240908-07:00:03 test_accuracy 399 model 3 nb_correct 712 / 790 (90.13%)
20240908-07:00:05 test_accuracy 399 model 7 nb_correct 722 / 794 (90.93%)
20240908-07:00:06 wrote ae_000.pth
20240908-07:00:06 wrote ae_001.pth
20240908-07:00:07 wrote ae_002.pth
20240908-07:00:08 wrote ae_003.pth
20240908-07:00:08 wrote ae_004.pth
20240908-07:00:09 wrote ae_005.pth
20240908-07:00:10 wrote ae_006.pth
20240908-07:00:10 wrote ae_007.pth
20240908-07:00:11 wrote ae_008.pth
20240908-07:00:12 wrote ae_009.pth
20240908-07:00:12 epoch_duration 2min50s next_finish 07:03:02
20240908-07:00:12 wrote state.pth
20240908-07:00:12 --- epoch 400 ----------------------------------------
20240908-07:00:12 current_test_accuracies 0.9137 0.8963 0.8988 0.9013 0.8917 0.9126 0.8988 0.9093 0.8978 0.9057
20240908-07:00:12 time_train=74902 time_c_quizzes=0
20240908-07:00:12 no_c_quiz
20240908-07:00:12 training model 4 (accuracy 0.8916876316070557)
20240908-07:00:12 training model 1 (accuracy 0.8962500095367432)
20240908-07:02:17 train_loss 400 model 1 0.01321496527711497
20240908-07:02:17 train_loss 400 model 4 0.012657548466700972
20240908-07:02:18 test_loss 400 model 1 0.009590661106449261
20240908-07:02:18 test_loss 400 model 4 0.008478813335023006
20240908-07:02:59 test_accuracy 400 model 4 nb_correct 709 / 828 (85.63%)
20240908-07:03:01 test_accuracy 400 model 1 nb_correct 716 / 806 (88.83%)
20240908-07:03:02 wrote ae_000.pth
20240908-07:03:03 wrote ae_001.pth
20240908-07:03:03 wrote ae_002.pth
20240908-07:03:04 wrote ae_003.pth
20240908-07:03:05 wrote ae_004.pth
20240908-07:03:05 wrote ae_005.pth
20240908-07:03:06 wrote ae_006.pth
20240908-07:03:07 wrote ae_007.pth
20240908-07:03:07 wrote ae_008.pth
20240908-07:03:08 wrote ae_009.pth
20240908-07:03:08 epoch_duration 2min56s next_finish 07:06:04
20240908-07:03:08 wrote state.pth
20240908-07:03:08 --- epoch 401 ----------------------------------------
20240908-07:03:08 current_test_accuracies 0.9137 0.8883 0.8988 0.9013 0.8563 0.9126 0.8988 0.9093 0.8978 0.9057
20240908-07:03:08 time_train=75071 time_c_quizzes=0
20240908-07:03:08 no_c_quiz
20240908-07:03:08 training model 4 (accuracy 0.8562802076339722)
20240908-07:03:08 training model 1 (accuracy 0.8883374929428101)
20240908-07:05:13 train_loss 401 model 1 0.013169737224576239
20240908-07:05:13 train_loss 401 model 4 0.013195340845693864
20240908-07:05:14 test_loss 401 model 1 0.011504320063249907
20240908-07:05:14 test_loss 401 model 4 0.011365728425869293
20240908-07:05:50 test_accuracy 401 model 1 nb_correct 715 / 777 (92.02%)
20240908-07:05:56 test_accuracy 401 model 4 nb_correct 721 / 788 (91.50%)
20240908-07:05:56 wrote ae_000.pth
20240908-07:05:57 wrote ae_001.pth
20240908-07:05:58 wrote ae_002.pth
20240908-07:05:58 wrote ae_003.pth
20240908-07:05:59 wrote ae_004.pth
20240908-07:06:00 wrote ae_005.pth
20240908-07:06:01 wrote ae_006.pth
20240908-07:06:01 wrote ae_007.pth
20240908-07:06:02 wrote ae_008.pth
20240908-07:06:03 wrote ae_009.pth
20240908-07:06:03 epoch_duration 2min54s next_finish 07:08:57
20240908-07:06:03 wrote state.pth
20240908-07:06:03 --- epoch 402 ----------------------------------------
20240908-07:06:03 current_test_accuracies 0.9137 0.9202 0.8988 0.9013 0.9150 0.9126 0.8988 0.9093 0.8978 0.9057
20240908-07:06:03 time_train=75238 time_c_quizzes=0
20240908-07:06:03 no_c_quiz
20240908-07:06:03 training model 8 (accuracy 0.8977556228637695)
20240908-07:06:03 training model 6 (accuracy 0.8987500071525574)
20240908-07:08:07 train_loss 402 model 8 0.013838210656613227
20240908-07:08:07 train_loss 402 model 6 0.014686192820037832
20240908-07:08:09 test_loss 402 model 8 0.009781618884716181
20240908-07:08:09 test_loss 402 model 6 0.01080218712304486
20240908-07:08:48 test_accuracy 402 model 8 nb_correct 740 / 830 (89.16%)
20240908-07:08:54 test_accuracy 402 model 6 nb_correct 663 / 783 (84.67%)
20240908-07:08:54 wrote ae_000.pth
20240908-07:08:55 wrote ae_001.pth
20240908-07:08:56 wrote ae_002.pth
20240908-07:08:57 wrote ae_003.pth
20240908-07:08:57 wrote ae_004.pth
20240908-07:08:58 wrote ae_005.pth
20240908-07:08:59 wrote ae_006.pth
20240908-07:08:59 wrote ae_007.pth
20240908-07:09:00 wrote ae_008.pth
20240908-07:09:01 wrote ae_009.pth
20240908-07:09:01 epoch_duration 2min58s next_finish 07:11:59
20240908-07:09:01 wrote state.pth
20240908-07:09:01 --- epoch 403 ----------------------------------------
20240908-07:09:01 current_test_accuracies 0.9137 0.9202 0.8988 0.9013 0.9150 0.9126 0.8467 0.9093 0.8916 0.9057
20240908-07:09:01 time_train=75409 time_c_quizzes=0
20240908-07:09:01 no_c_quiz
20240908-07:09:01 training model 6 (accuracy 0.8467432856559753)
20240908-07:09:01 training model 8 (accuracy 0.891566276550293)
20240908-07:11:05 train_loss 403 model 8 0.013753612833766965
20240908-07:11:05 train_loss 403 model 6 0.013222527679492486
20240908-07:11:07 test_loss 403 model 8 0.01172060140997928
20240908-07:11:07 test_loss 403 model 6 0.009875526597028284
20240908-07:11:44 test_accuracy 403 model 6 nb_correct 738 / 810 (91.11%)
20240908-07:11:47 test_accuracy 403 model 8 nb_correct 689 / 799 (86.23%)
20240908-07:11:48 wrote ae_000.pth
20240908-07:11:49 wrote ae_001.pth
20240908-07:11:49 wrote ae_002.pth
20240908-07:11:50 wrote ae_003.pth
20240908-07:11:51 wrote ae_004.pth
20240908-07:11:51 wrote ae_005.pth
20240908-07:11:52 wrote ae_006.pth
20240908-07:11:53 wrote ae_007.pth
20240908-07:11:53 wrote ae_008.pth
20240908-07:11:54 wrote ae_009.pth
20240908-07:11:54 epoch_duration 2min53s next_finish 07:14:47
20240908-07:11:54 wrote state.pth
20240908-07:11:54 --- epoch 404 ----------------------------------------
20240908-07:11:54 current_test_accuracies 0.9137 0.9202 0.8988 0.9013 0.9150 0.9126 0.9111 0.9093 0.8623 0.9057
20240908-07:11:54 time_train=75575 time_c_quizzes=0
20240908-07:11:54 no_c_quiz
20240908-07:11:54 training model 8 (accuracy 0.8623279333114624)
20240908-07:11:54 training model 2 (accuracy 0.8988476395606995)
20240908-07:13:59 train_loss 404 model 2 0.014251576483475218
20240908-07:13:59 train_loss 404 model 8 0.013688116022793111
20240908-07:14:00 test_loss 404 model 2 0.01123819831191213
20240908-07:14:00 test_loss 404 model 8 0.010563683265081636
20240908-07:14:41 test_accuracy 404 model 8 nb_correct 700 / 784 (89.29%)
20240908-07:14:51 test_accuracy 404 model 2 nb_correct 653 / 777 (84.04%)
20240908-07:14:52 wrote ae_000.pth
20240908-07:14:52 wrote ae_001.pth
20240908-07:14:53 wrote ae_002.pth
20240908-07:14:54 wrote ae_003.pth
20240908-07:14:54 wrote ae_004.pth
20240908-07:14:55 wrote ae_005.pth
20240908-07:14:56 wrote ae_006.pth
20240908-07:14:56 wrote ae_007.pth
20240908-07:14:57 wrote ae_008.pth
20240908-07:14:58 wrote ae_009.pth
20240908-07:14:58 epoch_duration 3min3s next_finish 07:18:02
20240908-07:14:58 wrote state.pth
20240908-07:14:58 --- epoch 405 ----------------------------------------
20240908-07:14:58 current_test_accuracies 0.9137 0.9202 0.8404 0.9013 0.9150 0.9126 0.9111 0.9093 0.8929 0.9057
20240908-07:14:58 time_train=75751 time_c_quizzes=0
20240908-07:14:58 no_c_quiz
20240908-07:14:58 training model 2 (accuracy 0.8404118418693542)
20240908-07:14:58 training model 8 (accuracy 0.8928571343421936)
20240908-07:17:03 train_loss 405 model 8 0.013448090031593892
20240908-07:17:03 train_loss 405 model 2 0.013736916135385399
20240908-07:17:04 test_loss 405 model 8 0.011003162337965477
20240908-07:17:04 test_loss 405 model 2 0.0098589627783781
20240908-07:17:44 test_accuracy 405 model 2 nb_correct 700 / 796 (87.94%)
20240908-07:17:52 test_accuracy 405 model 8 nb_correct 737 / 819 (89.99%)
20240908-07:17:53 wrote ae_000.pth
20240908-07:17:53 wrote ae_001.pth
20240908-07:17:54 wrote ae_002.pth
20240908-07:17:55 wrote ae_003.pth
20240908-07:17:55 wrote ae_004.pth
20240908-07:17:56 wrote ae_005.pth
20240908-07:17:57 wrote ae_006.pth
20240908-07:17:57 wrote ae_007.pth
20240908-07:17:58 wrote ae_008.pth
20240908-07:17:59 wrote ae_009.pth
20240908-07:17:59 epoch_duration 3min1s next_finish 07:21:00
20240908-07:17:59 wrote state.pth
20240908-07:17:59 --- epoch 406 ----------------------------------------
20240908-07:17:59 current_test_accuracies 0.9137 0.9202 0.8794 0.9013 0.9150 0.9126 0.9111 0.9093 0.8999 0.9057
20240908-07:17:59 time_train=75925 time_c_quizzes=0
20240908-07:17:59 no_c_quiz
20240908-07:17:59 training model 2 (accuracy 0.8793969750404358)
20240908-07:17:59 training model 8 (accuracy 0.8998779058456421)
20240908-07:20:04 train_loss 406 model 8 0.013649742864319706
20240908-07:20:04 train_loss 406 model 2 0.013861689817204023
20240908-07:20:06 test_loss 406 model 8 0.011290696254854992
20240908-07:20:06 test_loss 406 model 2 0.008489683552227234
20240908-07:20:45 test_accuracy 406 model 8 nb_correct 721 / 808 (89.23%)
20240908-07:20:47 test_accuracy 406 model 2 nb_correct 708 / 789 (89.73%)
20240908-07:20:48 wrote ae_000.pth
20240908-07:20:49 wrote ae_001.pth
20240908-07:20:49 wrote ae_002.pth
20240908-07:20:50 wrote ae_003.pth
20240908-07:20:51 wrote ae_004.pth
20240908-07:20:51 wrote ae_005.pth
20240908-07:20:52 wrote ae_006.pth
20240908-07:20:53 wrote ae_007.pth
20240908-07:20:53 wrote ae_008.pth
20240908-07:20:54 wrote ae_009.pth
20240908-07:20:54 epoch_duration 2min55s next_finish 07:23:49
20240908-07:20:54 wrote state.pth
20240908-07:20:54 --- epoch 407 ----------------------------------------
20240908-07:20:54 current_test_accuracies 0.9137 0.9202 0.8973 0.9013 0.9150 0.9126 0.9111 0.9093 0.8923 0.9057
20240908-07:20:54 time_train=76093 time_c_quizzes=0
20240908-07:20:54 no_c_quiz
20240908-07:20:54 training model 8 (accuracy 0.8923267126083374)
20240908-07:20:54 training model 2 (accuracy 0.8973383903503418)
20240908-07:23:00 train_loss 407 model 8 0.012948810613364913
20240908-07:23:00 train_loss 407 model 2 0.012589671870093298
20240908-07:23:01 test_loss 407 model 8 0.013332366163376718
20240908-07:23:01 test_loss 407 model 2 0.008360107335994372
20240908-07:23:45 test_accuracy 407 model 2 nb_correct 720 / 800 (90.00%)
20240908-07:23:45 test_accuracy 407 model 8 nb_correct 692 / 790 (87.59%)
20240908-07:23:46 wrote ae_000.pth
20240908-07:23:47 wrote ae_001.pth
20240908-07:23:48 wrote ae_002.pth
20240908-07:23:48 wrote ae_003.pth
20240908-07:23:49 wrote ae_004.pth
20240908-07:23:50 wrote ae_005.pth
20240908-07:23:50 wrote ae_006.pth
20240908-07:23:51 wrote ae_007.pth
20240908-07:23:52 wrote ae_008.pth
20240908-07:23:52 wrote ae_009.pth
20240908-07:23:52 epoch_duration 2min58s next_finish 07:26:51
20240908-07:23:52 wrote state.pth
20240908-07:23:52 --- epoch 408 ----------------------------------------
20240908-07:23:52 current_test_accuracies 0.9137 0.9202 0.9000 0.9013 0.9150 0.9126 0.9111 0.9093 0.8759 0.9057
20240908-07:23:52 time_train=76264 time_c_quizzes=0
20240908-07:23:52 no_c_quiz
20240908-07:23:52 training model 8 (accuracy 0.8759493827819824)
20240908-07:23:52 training model 2 (accuracy 0.8999999761581421)
20240908-07:25:57 train_loss 408 model 2 0.013499326484241465
20240908-07:25:57 train_loss 408 model 8 0.012938647153059719
20240908-07:25:58 test_loss 408 model 2 0.006710242391591237
20240908-07:25:58 test_loss 408 model 8 0.010534226701292938
20240908-07:26:37 test_accuracy 408 model 2 nb_correct 723 / 799 (90.49%)
20240908-07:26:39 test_accuracy 408 model 8 nb_correct 714 / 801 (89.14%)
20240908-07:26:40 wrote ae_000.pth
20240908-07:26:40 wrote ae_001.pth
20240908-07:26:41 wrote ae_002.pth
20240908-07:26:42 wrote ae_003.pth
20240908-07:26:42 wrote ae_004.pth
20240908-07:26:43 wrote ae_005.pth
20240908-07:26:44 wrote ae_006.pth
20240908-07:26:44 wrote ae_007.pth
20240908-07:26:45 wrote ae_008.pth
20240908-07:26:46 wrote ae_009.pth
20240908-07:26:46 epoch_duration 2min53s next_finish 07:29:39
20240908-07:26:46 wrote state.pth
20240908-07:26:46 --- epoch 409 ----------------------------------------
20240908-07:26:46 current_test_accuracies 0.9137 0.9202 0.9049 0.9013 0.9150 0.9126 0.9111 0.9093 0.8914 0.9057
20240908-07:26:46 time_train=76430 time_c_quizzes=0
20240908-07:26:46 no_c_quiz
20240908-07:26:46 training model 8 (accuracy 0.8913857936859131)
20240908-07:26:46 training model 3 (accuracy 0.9012657999992371)
20240908-07:28:51 train_loss 409 model 8 0.01405178665019048
20240908-07:28:51 train_loss 409 model 3 0.012695244412996545
20240908-07:28:52 test_loss 409 model 8 0.010682288763200631
20240908-07:28:52 test_loss 409 model 3 0.00937156175778
20240908-07:29:28 test_accuracy 409 model 3 nb_correct 714 / 792 (90.15%)
20240908-07:29:37 test_accuracy 409 model 8 nb_correct 703 / 799 (87.98%)
20240908-07:29:37 wrote ae_000.pth
20240908-07:29:38 wrote ae_001.pth
20240908-07:29:39 wrote ae_002.pth
20240908-07:29:40 wrote ae_003.pth
20240908-07:29:40 wrote ae_004.pth
20240908-07:29:41 wrote ae_005.pth
20240908-07:29:42 wrote ae_006.pth
20240908-07:29:42 wrote ae_007.pth
20240908-07:29:43 wrote ae_008.pth
20240908-07:29:44 wrote ae_009.pth
20240908-07:29:44 epoch_duration 2min58s next_finish 07:32:42
20240908-07:29:44 wrote state.pth
20240908-07:29:44 --- epoch 410 ----------------------------------------
20240908-07:29:44 current_test_accuracies 0.9137 0.9202 0.9049 0.9015 0.9150 0.9126 0.9111 0.9093 0.8798 0.9057
20240908-07:29:44 time_train=76601 time_c_quizzes=0
20240908-07:29:44 no_c_quiz
20240908-07:29:44 training model 8 (accuracy 0.8798497915267944)
20240908-07:29:44 training model 3 (accuracy 0.9015151262283325)
20240908-07:31:48 train_loss 410 model 8 0.013087923508453059
20240908-07:31:48 train_loss 410 model 3 0.012491422792896629
20240908-07:31:50 test_loss 410 model 8 0.006559431883761136
20240908-07:31:50 test_loss 410 model 3 0.008741045650003798
20240908-07:32:28 test_accuracy 410 model 3 nb_correct 720 / 816 (88.24%)
20240908-07:32:30 test_accuracy 410 model 8 nb_correct 715 / 808 (88.49%)
20240908-07:32:31 wrote ae_000.pth
20240908-07:32:32 wrote ae_001.pth
20240908-07:32:32 wrote ae_002.pth
20240908-07:32:33 wrote ae_003.pth
20240908-07:32:34 wrote ae_004.pth
20240908-07:32:34 wrote ae_005.pth
20240908-07:32:35 wrote ae_006.pth
20240908-07:32:36 wrote ae_007.pth
20240908-07:32:36 wrote ae_008.pth
20240908-07:32:37 wrote ae_009.pth
20240908-07:32:37 epoch_duration 2min53s next_finish 07:35:30
20240908-07:32:37 wrote state.pth
20240908-07:32:37 --- epoch 411 ----------------------------------------
20240908-07:32:37 current_test_accuracies 0.9137 0.9202 0.9049 0.8824 0.9150 0.9126 0.9111 0.9093 0.8849 0.9057
20240908-07:32:37 time_train=76767 time_c_quizzes=0
20240908-07:32:37 no_c_quiz
20240908-07:32:37 training model 3 (accuracy 0.8823529481887817)
20240908-07:32:37 training model 8 (accuracy 0.8849009871482849)
20240908-07:34:42 train_loss 411 model 8 0.012897021837343346
20240908-07:34:42 train_loss 411 model 3 0.012443795287534158
20240908-07:34:44 test_loss 411 model 8 0.010705593453894834
20240908-07:34:44 test_loss 411 model 3 0.008920101409694325
20240908-07:35:20 test_accuracy 411 model 3 nb_correct 719 / 796 (90.33%)
20240908-07:35:21 test_accuracy 411 model 8 nb_correct 744 / 806 (92.31%)
20240908-07:35:22 wrote ae_000.pth
20240908-07:35:23 wrote ae_001.pth
20240908-07:35:23 wrote ae_002.pth
20240908-07:35:24 wrote ae_003.pth
20240908-07:35:25 wrote ae_004.pth
20240908-07:35:25 wrote ae_005.pth
20240908-07:35:26 wrote ae_006.pth
20240908-07:35:27 wrote ae_007.pth
20240908-07:35:27 wrote ae_008.pth
20240908-07:35:28 wrote ae_009.pth
20240908-07:35:28 epoch_duration 2min51s next_finish 07:38:19
20240908-07:35:28 wrote state.pth
20240908-07:35:28 --- epoch 412 ----------------------------------------
20240908-07:35:28 current_test_accuracies 0.9137 0.9202 0.9049 0.9033 0.9150 0.9126 0.9111 0.9093 0.9231 0.9057
20240908-07:35:28 time_train=76931 time_c_quizzes=0
20240908-07:35:28 no_c_quiz
20240908-07:35:28 training model 3 (accuracy 0.9032663106918335)
20240908-07:35:28 training model 2 (accuracy 0.9048811197280884)
20240908-07:37:33 train_loss 412 model 2 0.013363340956166212
20240908-07:37:33 train_loss 412 model 3 0.011703137381955457
20240908-07:37:35 test_loss 412 model 2 0.010259495343052549
20240908-07:37:35 test_loss 412 model 3 0.007636192009165654
20240908-07:38:14 test_accuracy 412 model 3 nb_correct 723 / 822 (87.96%)
20240908-07:38:19 test_accuracy 412 model 2 nb_correct 711 / 814 (87.35%)
20240908-07:38:19 wrote ae_000.pth
20240908-07:38:20 wrote ae_001.pth
20240908-07:38:21 wrote ae_002.pth
20240908-07:38:21 wrote ae_003.pth
20240908-07:38:22 wrote ae_004.pth
20240908-07:38:23 wrote ae_005.pth
20240908-07:38:23 wrote ae_006.pth
20240908-07:38:24 wrote ae_007.pth
20240908-07:38:25 wrote ae_008.pth
20240908-07:38:25 wrote ae_009.pth
20240908-07:38:25 epoch_duration 2min57s next_finish 07:41:23
20240908-07:38:25 wrote state.pth
20240908-07:38:25 --- epoch 413 ----------------------------------------
20240908-07:38:25 current_test_accuracies 0.9137 0.9202 0.8735 0.8796 0.9150 0.9126 0.9111 0.9093 0.9231 0.9057
20240908-07:38:25 time_train=77101 time_c_quizzes=0
20240908-07:38:25 no_c_quiz
20240908-07:38:25 training model 2 (accuracy 0.8734643459320068)
20240908-07:38:25 training model 3 (accuracy 0.8795620203018188)
20240908-07:40:31 train_loss 413 model 2 0.01322551513734652
20240908-07:40:31 train_loss 413 model 3 0.012805800057161832
20240908-07:40:32 test_loss 413 model 2 0.008813878050750646
20240908-07:40:32 test_loss 413 model 3 0.01011988184236543
20240908-07:41:09 test_accuracy 413 model 2 nb_correct 736 / 807 (91.20%)
20240908-07:41:10 test_accuracy 413 model 3 nb_correct 715 / 804 (88.93%)
20240908-07:41:10 wrote ae_000.pth
20240908-07:41:11 wrote ae_001.pth
20240908-07:41:12 wrote ae_002.pth
20240908-07:41:12 wrote ae_003.pth
20240908-07:41:13 wrote ae_004.pth
20240908-07:41:14 wrote ae_005.pth
20240908-07:41:14 wrote ae_006.pth
20240908-07:41:15 wrote ae_007.pth
20240908-07:41:16 wrote ae_008.pth
20240908-07:41:16 wrote ae_009.pth
20240908-07:41:16 epoch_duration 2min51s next_finish 07:44:08
20240908-07:41:16 wrote state.pth
20240908-07:41:16 --- epoch 414 ----------------------------------------
20240908-07:41:16 current_test_accuracies 0.9137 0.9202 0.9120 0.8893 0.9150 0.9126 0.9111 0.9093 0.9231 0.9057
20240908-07:41:16 time_train=77265 time_c_quizzes=0
20240908-07:41:16 no_c_quiz
20240908-07:41:16 training model 3 (accuracy 0.8893035054206848)
20240908-07:41:16 training model 9 (accuracy 0.9056603908538818)
20240908-07:43:22 train_loss 414 model 3 0.012164893371274956
20240908-07:43:22 train_loss 414 model 9 0.01214574589394033
20240908-07:43:23 test_loss 414 model 3 0.011458946520225055
20240908-07:43:24 test_loss 414 model 9 0.00826152165855092
20240908-07:44:00 test_accuracy 414 model 3 nb_correct 697 / 799 (87.23%)
20240908-07:44:04 test_accuracy 414 model 9 nb_correct 716 / 804 (89.05%)
20240908-07:44:05 wrote ae_000.pth
20240908-07:44:05 wrote ae_001.pth
20240908-07:44:06 wrote ae_002.pth
20240908-07:44:07 wrote ae_003.pth
20240908-07:44:07 wrote ae_004.pth
20240908-07:44:08 wrote ae_005.pth
20240908-07:44:09 wrote ae_006.pth
20240908-07:44:09 wrote ae_007.pth
20240908-07:44:10 wrote ae_008.pth
20240908-07:44:11 wrote ae_009.pth
20240908-07:44:11 epoch_duration 2min54s next_finish 07:47:05
20240908-07:44:11 wrote state.pth
20240908-07:44:11 --- epoch 415 ----------------------------------------
20240908-07:44:11 current_test_accuracies 0.9137 0.9202 0.9120 0.8723 0.9150 0.9126 0.9111 0.9093 0.9231 0.8905
20240908-07:44:11 time_train=77432 time_c_quizzes=0
20240908-07:44:11 no_c_quiz
20240908-07:44:11 training model 3 (accuracy 0.8723404407501221)
20240908-07:44:11 training model 9 (accuracy 0.8905472755432129)
20240908-07:46:16 train_loss 415 model 9 0.013102684222511016
20240908-07:46:16 train_loss 415 model 3 0.012508736712188693
20240908-07:46:17 test_loss 415 model 9 0.008966784434051078
20240908-07:46:17 test_loss 415 model 3 0.008787015930740693
20240908-07:46:55 test_accuracy 415 model 3 nb_correct 717 / 814 (88.08%)
20240908-07:46:58 test_accuracy 415 model 9 nb_correct 736 / 808 (91.09%)
20240908-07:46:59 wrote ae_000.pth
20240908-07:46:59 wrote ae_001.pth
20240908-07:47:00 wrote ae_002.pth
20240908-07:47:01 wrote ae_003.pth
20240908-07:47:01 wrote ae_004.pth
20240908-07:47:02 wrote ae_005.pth
20240908-07:47:03 wrote ae_006.pth
20240908-07:47:04 wrote ae_007.pth
20240908-07:47:04 wrote ae_008.pth
20240908-07:47:05 wrote ae_009.pth
20240908-07:47:05 epoch_duration 2min54s next_finish 07:49:59
20240908-07:47:05 wrote state.pth
20240908-07:47:05 --- epoch 416 ----------------------------------------
20240908-07:47:05 current_test_accuracies 0.9137 0.9202 0.9120 0.8808 0.9150 0.9126 0.9111 0.9093 0.9231 0.9109
20240908-07:47:05 time_train=77599 time_c_quizzes=0
20240908-07:47:05 no_c_quiz
20240908-07:47:05 training model 3 (accuracy 0.8808353543281555)
20240908-07:47:05 training model 7 (accuracy 0.9093198776245117)
20240908-07:49:10 train_loss 416 model 7 0.012891504175135196
20240908-07:49:10 train_loss 416 model 3 0.012397339311741234
20240908-07:49:11 test_loss 416 model 7 0.011382737691724288
20240908-07:49:11 test_loss 416 model 3 0.009067534164296375
20240908-07:49:51 test_accuracy 416 model 3 nb_correct 687 / 791 (86.85%)
20240908-07:49:53 test_accuracy 416 model 7 nb_correct 720 / 808 (89.11%)
20240908-07:49:54 wrote ae_000.pth
20240908-07:49:55 wrote ae_001.pth
20240908-07:49:55 wrote ae_002.pth
20240908-07:49:56 wrote ae_003.pth
20240908-07:49:57 wrote ae_004.pth
20240908-07:49:57 wrote ae_005.pth
20240908-07:49:58 wrote ae_006.pth
20240908-07:49:59 wrote ae_007.pth
20240908-07:49:59 wrote ae_008.pth
20240908-07:50:00 wrote ae_009.pth
20240908-07:50:00 epoch_duration 2min55s next_finish 07:52:55
20240908-07:50:00 wrote state.pth
20240908-07:50:00 --- epoch 417 ----------------------------------------
20240908-07:50:00 current_test_accuracies 0.9137 0.9202 0.9120 0.8685 0.9150 0.9126 0.9111 0.8911 0.9231 0.9109
20240908-07:50:00 time_train=77767 time_c_quizzes=0
20240908-07:50:00 no_c_quiz
20240908-07:50:00 training model 3 (accuracy 0.8685208559036255)
20240908-07:50:00 training model 7 (accuracy 0.8910890817642212)
20240908-07:52:05 train_loss 417 model 7 0.012808849649270997
20240908-07:52:05 train_loss 417 model 3 0.0126076244692631
20240908-07:52:07 test_loss 417 model 7 0.009297898588556563
20240908-07:52:07 test_loss 417 model 3 0.007246460965689039
20240908-07:52:42 test_accuracy 417 model 3 nb_correct 712 / 802 (88.78%)
20240908-07:52:43 test_accuracy 417 model 7 nb_correct 732 / 812 (90.15%)
20240908-07:52:44 wrote ae_000.pth
20240908-07:52:45 wrote ae_001.pth
20240908-07:52:45 wrote ae_002.pth
20240908-07:52:46 wrote ae_003.pth
20240908-07:52:47 wrote ae_004.pth
20240908-07:52:47 wrote ae_005.pth
20240908-07:52:48 wrote ae_006.pth
20240908-07:52:49 wrote ae_007.pth
20240908-07:52:49 wrote ae_008.pth
20240908-07:52:50 wrote ae_009.pth
20240908-07:52:50 epoch_duration 2min49s next_finish 07:55:40
20240908-07:52:50 wrote state.pth
20240908-07:52:50 --- epoch 418 ----------------------------------------
20240908-07:52:50 current_test_accuracies 0.9137 0.9202 0.9120 0.8878 0.9150 0.9126 0.9111 0.9015 0.9231 0.9109
20240908-07:52:50 time_train=77930 time_c_quizzes=0
20240908-07:52:50 no_c_quiz
20240908-07:52:50 training model 3 (accuracy 0.8877805471420288)
20240908-07:52:50 training model 7 (accuracy 0.9014778137207031)
20240908-07:54:55 train_loss 418 model 7 0.012954602240293753
20240908-07:54:56 train_loss 418 model 3 0.012686595609899086
20240908-07:54:57 test_loss 418 model 7 0.014083414088372593
20240908-07:54:57 test_loss 418 model 3 0.0070962562471322595
20240908-07:55:33 test_accuracy 418 model 3 nb_correct 717 / 803 (89.29%)
20240908-07:55:37 test_accuracy 418 model 7 nb_correct 722 / 804 (89.80%)
20240908-07:55:37 wrote ae_000.pth
20240908-07:55:38 wrote ae_001.pth
20240908-07:55:39 wrote ae_002.pth
20240908-07:55:39 wrote ae_003.pth
20240908-07:55:40 wrote ae_004.pth
20240908-07:55:41 wrote ae_005.pth
20240908-07:55:41 wrote ae_006.pth
20240908-07:55:42 wrote ae_007.pth
20240908-07:55:43 wrote ae_008.pth
20240908-07:55:44 wrote ae_009.pth
20240908-07:55:44 epoch_duration 2min53s next_finish 07:58:37
20240908-07:55:44 wrote state.pth
20240908-07:55:44 --- epoch 419 ----------------------------------------
20240908-07:55:44 current_test_accuracies 0.9137 0.9202 0.9120 0.8929 0.9150 0.9126 0.9111 0.8980 0.9231 0.9109
20240908-07:55:44 time_train=78096 time_c_quizzes=0
20240908-07:55:44 no_c_quiz
20240908-07:55:44 training model 3 (accuracy 0.892901599407196)
20240908-07:55:44 training model 7 (accuracy 0.8980099558830261)
20240908-07:57:48 train_loss 419 model 7 0.011738068975813804
20240908-07:57:48 train_loss 419 model 3 0.012671087227963652
20240908-07:57:50 test_loss 419 model 7 0.007702638286900765
20240908-07:57:50 test_loss 419 model 3 0.010444589079156685
20240908-07:58:28 test_accuracy 419 model 7 nb_correct 725 / 791 (91.66%)
20240908-07:58:31 test_accuracy 419 model 3 nb_correct 675 / 784 (86.10%)
20240908-07:58:32 wrote ae_000.pth
20240908-07:58:32 wrote ae_001.pth
20240908-07:58:33 wrote ae_002.pth
20240908-07:58:34 wrote ae_003.pth
20240908-07:58:34 wrote ae_004.pth
20240908-07:58:35 wrote ae_005.pth
20240908-07:58:36 wrote ae_006.pth
20240908-07:58:36 wrote ae_007.pth
20240908-07:58:37 wrote ae_008.pth
20240908-07:58:38 wrote ae_009.pth
20240908-07:58:38 epoch_duration 2min54s next_finish 08:01:32
20240908-07:58:38 wrote state.pth
20240908-07:58:38 --- epoch 420 ----------------------------------------
20240908-07:58:38 current_test_accuracies 0.9137 0.9202 0.9120 0.8610 0.9150 0.9126 0.9111 0.9166 0.9231 0.9109
20240908-07:58:38 time_train=78263 time_c_quizzes=0
20240908-07:58:38 no_c_quiz
20240908-07:58:38 training model 3 (accuracy 0.8609693646430969)
20240908-07:58:38 training model 9 (accuracy 0.9108911156654358)
20240908-08:00:42 train_loss 420 model 9 0.012648491576150264
20240908-08:00:43 train_loss 420 model 3 0.011783924798539375
20240908-08:00:44 test_loss 420 model 9 0.007997933620367803
20240908-08:00:44 test_loss 420 model 3 0.006927619529295726
20240908-08:01:19 test_accuracy 420 model 3 nb_correct 702 / 811 (86.56%)
20240908-08:01:23 test_accuracy 420 model 9 nb_correct 712 / 799 (89.11%)
20240908-08:01:24 wrote ae_000.pth
20240908-08:01:25 wrote ae_001.pth
20240908-08:01:25 wrote ae_002.pth
20240908-08:01:26 wrote ae_003.pth
20240908-08:01:27 wrote ae_004.pth
20240908-08:01:27 wrote ae_005.pth
20240908-08:01:28 wrote ae_006.pth
20240908-08:01:29 wrote ae_007.pth
20240908-08:01:29 wrote ae_008.pth
20240908-08:01:30 wrote ae_009.pth
20240908-08:01:30 epoch_duration 2min52s next_finish 08:04:23
20240908-08:01:30 wrote state.pth
20240908-08:01:30 --- epoch 421 ----------------------------------------
20240908-08:01:30 current_test_accuracies 0.9137 0.9202 0.9120 0.8656 0.9150 0.9126 0.9111 0.9166 0.9231 0.8911
20240908-08:01:30 time_train=78428 time_c_quizzes=0
20240908-08:01:30 no_c_quiz
20240908-08:01:30 training model 3 (accuracy 0.8655980229377747)
20240908-08:01:30 training model 9 (accuracy 0.8911138772964478)
20240908-08:03:35 train_loss 421 model 3 0.011914818865559937
20240908-08:03:35 train_loss 421 model 9 0.012229580173123394
20240908-08:03:36 test_loss 421 model 3 0.009480444543463307
20240908-08:03:36 test_loss 421 model 9 0.009397518597745602
20240908-08:04:12 test_accuracy 421 model 3 nb_correct 682 / 772 (88.34%)
20240908-08:04:14 test_accuracy 421 model 9 nb_correct 706 / 801 (88.14%)
20240908-08:04:15 wrote ae_000.pth
20240908-08:04:16 wrote ae_001.pth
20240908-08:04:17 wrote ae_002.pth
20240908-08:04:17 wrote ae_003.pth
20240908-08:04:18 wrote ae_004.pth
20240908-08:04:19 wrote ae_005.pth
20240908-08:04:20 wrote ae_006.pth
20240908-08:04:20 wrote ae_007.pth
20240908-08:04:21 wrote ae_008.pth
20240908-08:04:22 wrote ae_009.pth
20240908-08:04:22 epoch_duration 2min51s next_finish 08:07:13
20240908-08:04:22 wrote state.pth
20240908-08:04:22 --- epoch 422 ----------------------------------------
20240908-08:04:22 current_test_accuracies 0.9137 0.9202 0.9120 0.8834 0.9150 0.9126 0.9111 0.9166 0.9231 0.8814
20240908-08:04:22 time_train=78592 time_c_quizzes=0
20240908-08:04:22 no_c_quiz
20240908-08:04:22 training model 9 (accuracy 0.8813982605934143)
20240908-08:04:22 training model 3 (accuracy 0.8834196925163269)
20240908-08:06:26 train_loss 422 model 3 0.01223893500214399
20240908-08:06:26 train_loss 422 model 9 0.013229873702366604
20240908-08:06:28 test_loss 422 model 3 0.010475560718532506
20240908-08:06:28 test_loss 422 model 9 0.01021100104226207
20240908-08:07:04 test_accuracy 422 model 3 nb_correct 705 / 794 (88.79%)
20240908-08:07:10 test_accuracy 422 model 9 nb_correct 737 / 809 (91.10%)
20240908-08:07:10 wrote ae_000.pth
20240908-08:07:11 wrote ae_001.pth
20240908-08:07:12 wrote ae_002.pth
20240908-08:07:13 wrote ae_003.pth
20240908-08:07:13 wrote ae_004.pth
20240908-08:07:14 wrote ae_005.pth
20240908-08:07:15 wrote ae_006.pth
20240908-08:07:15 wrote ae_007.pth
20240908-08:07:16 wrote ae_008.pth
20240908-08:07:17 wrote ae_009.pth
20240908-08:07:17 epoch_duration 2min55s next_finish 08:10:12
20240908-08:07:17 wrote state.pth
20240908-08:07:17 --- epoch 423 ----------------------------------------
20240908-08:07:17 current_test_accuracies 0.9137 0.9202 0.9120 0.8879 0.9150 0.9126 0.9111 0.9166 0.9231 0.9110
20240908-08:07:17 time_train=78760 time_c_quizzes=0
20240908-08:07:17 no_c_quiz
20240908-08:07:17 training model 3 (accuracy 0.8879092931747437)
20240908-08:07:17 training model 9 (accuracy 0.9110012650489807)
20240908-08:09:21 train_loss 423 model 9 0.012874781084516144
20240908-08:09:21 train_loss 423 model 3 0.012333851889023207
20240908-08:09:23 test_loss 423 model 9 0.007432740035119423
20240908-08:09:23 test_loss 423 model 3 0.009596023119456731
20240908-08:10:00 test_accuracy 423 model 9 nb_correct 718 / 785 (91.46%)
20240908-08:10:04 test_accuracy 423 model 3 nb_correct 696 / 813 (85.61%)
20240908-08:10:04 wrote ae_000.pth
20240908-08:10:05 wrote ae_001.pth
20240908-08:10:06 wrote ae_002.pth
20240908-08:10:07 wrote ae_003.pth
20240908-08:10:07 wrote ae_004.pth
20240908-08:10:08 wrote ae_005.pth
20240908-08:10:09 wrote ae_006.pth
20240908-08:10:09 wrote ae_007.pth
20240908-08:10:10 wrote ae_008.pth
20240908-08:10:11 wrote ae_009.pth
20240908-08:10:11 epoch_duration 2min54s next_finish 08:13:05
20240908-08:10:11 wrote state.pth
20240908-08:10:11 --- epoch 424 ----------------------------------------
20240908-08:10:11 current_test_accuracies 0.9137 0.9202 0.9120 0.8561 0.9150 0.9126 0.9111 0.9166 0.9231 0.9146
20240908-08:10:11 time_train=78926 time_c_quizzes=0
20240908-08:10:11 no_c_quiz
20240908-08:10:11 training model 3 (accuracy 0.8560885787010193)
20240908-08:10:11 training model 6 (accuracy 0.9111111164093018)
20240908-08:12:16 train_loss 424 model 3 0.012115715345433273
20240908-08:12:16 train_loss 424 model 6 0.012867995645807241
20240908-08:12:17 test_loss 424 model 3 0.009575100171787199
20240908-08:12:17 test_loss 424 model 6 0.009835500444387435
20240908-08:12:55 test_accuracy 424 model 3 nb_correct 731 / 821 (89.04%)
20240908-08:13:00 test_accuracy 424 model 6 nb_correct 680 / 776 (87.63%)
20240908-08:13:01 wrote ae_000.pth
20240908-08:13:01 wrote ae_001.pth
20240908-08:13:02 wrote ae_002.pth
20240908-08:13:03 wrote ae_003.pth
20240908-08:13:03 wrote ae_004.pth
20240908-08:13:04 wrote ae_005.pth
20240908-08:13:05 wrote ae_006.pth
20240908-08:13:05 wrote ae_007.pth
20240908-08:13:06 wrote ae_008.pth
20240908-08:13:07 wrote ae_009.pth
20240908-08:13:07 epoch_duration 2min55s next_finish 08:16:02
20240908-08:13:07 wrote state.pth
20240908-08:13:07 --- epoch 425 ----------------------------------------
20240908-08:13:07 current_test_accuracies 0.9137 0.9202 0.9120 0.8904 0.9150 0.9126 0.8763 0.9166 0.9231 0.9146
20240908-08:13:07 time_train=79095 time_c_quizzes=0
20240908-08:13:07 no_c_quiz
20240908-08:13:07 training model 6 (accuracy 0.876288652420044)
20240908-08:13:07 training model 3 (accuracy 0.8903775811195374)
20240908-08:15:11 train_loss 425 model 6 0.01337230064193136
20240908-08:15:11 train_loss 425 model 3 0.012532784552302473
20240908-08:15:13 test_loss 425 model 6 0.008328929591971245
20240908-08:15:13 test_loss 425 model 3 0.007343568035412318
20240908-08:15:50 test_accuracy 425 model 6 nb_correct 716 / 794 (90.18%)
20240908-08:15:51 test_accuracy 425 model 3 nb_correct 716 / 798 (89.72%)
20240908-08:15:52 wrote ae_000.pth
20240908-08:15:52 wrote ae_001.pth
20240908-08:15:53 wrote ae_002.pth
20240908-08:15:54 wrote ae_003.pth
20240908-08:15:54 wrote ae_004.pth
20240908-08:15:55 wrote ae_005.pth
20240908-08:15:55 wrote ae_006.pth
20240908-08:15:56 wrote ae_007.pth
20240908-08:15:57 wrote ae_008.pth
20240908-08:15:57 wrote ae_009.pth
20240908-08:15:57 epoch_duration 2min50s next_finish 08:18:48
20240908-08:15:57 wrote state.pth
20240908-08:15:57 --- epoch 426 ----------------------------------------
20240908-08:15:57 current_test_accuracies 0.9137 0.9202 0.9120 0.8972 0.9150 0.9126 0.9018 0.9166 0.9231 0.9146
20240908-08:15:57 time_train=79259 time_c_quizzes=0
20240908-08:15:57 no_c_quiz
20240908-08:15:57 training model 3 (accuracy 0.897243082523346)
20240908-08:15:57 training model 6 (accuracy 0.9017632007598877)
20240908-08:18:02 train_loss 426 model 6 0.013315207957202802
20240908-08:18:02 train_loss 426 model 3 0.012219455556951288
20240908-08:18:04 test_loss 426 model 6 0.008748591581024812
20240908-08:18:04 test_loss 426 model 3 0.006339187984303862
20240908-08:18:44 test_accuracy 426 model 6 nb_correct 702 / 779 (90.12%)
20240908-08:18:45 test_accuracy 426 model 3 nb_correct 707 / 788 (89.72%)
20240908-08:18:45 wrote ae_000.pth
20240908-08:18:46 wrote ae_001.pth
20240908-08:18:47 wrote ae_002.pth
20240908-08:18:47 wrote ae_003.pth
20240908-08:18:48 wrote ae_004.pth
20240908-08:18:49 wrote ae_005.pth
20240908-08:18:49 wrote ae_006.pth
20240908-08:18:50 wrote ae_007.pth
20240908-08:18:51 wrote ae_008.pth
20240908-08:18:51 wrote ae_009.pth
20240908-08:18:51 epoch_duration 2min54s next_finish 08:21:46
20240908-08:18:51 wrote state.pth
20240908-08:18:51 --- epoch 427 ----------------------------------------
20240908-08:18:51 current_test_accuracies 0.9137 0.9202 0.9120 0.8972 0.9150 0.9126 0.9012 0.9166 0.9231 0.9146
20240908-08:18:51 time_train=79426 time_c_quizzes=0
20240908-08:18:51 no_c_quiz
20240908-08:18:51 training model 3 (accuracy 0.8972080945968628)
20240908-08:18:51 training model 6 (accuracy 0.9011553525924683)
20240908-08:20:56 train_loss 427 model 6 0.012643593018729006
20240908-08:20:56 train_loss 427 model 3 0.012252370701164183
20240908-08:20:58 test_loss 427 model 6 0.01021438723873871
20240908-08:20:58 test_loss 427 model 3 0.009187982997173095
20240908-08:21:34 test_accuracy 427 model 3 nb_correct 707 / 801 (88.26%)
20240908-08:21:42 test_accuracy 427 model 6 nb_correct 676 / 790 (85.57%)
20240908-08:21:43 wrote ae_000.pth
20240908-08:21:43 wrote ae_001.pth
20240908-08:21:44 wrote ae_002.pth
20240908-08:21:45 wrote ae_003.pth
20240908-08:21:45 wrote ae_004.pth
20240908-08:21:46 wrote ae_005.pth
20240908-08:21:47 wrote ae_006.pth
20240908-08:21:47 wrote ae_007.pth
20240908-08:21:48 wrote ae_008.pth
20240908-08:21:49 wrote ae_009.pth
20240908-08:21:49 epoch_duration 2min57s next_finish 08:24:46
20240908-08:21:49 wrote state.pth
20240908-08:21:49 --- epoch 428 ----------------------------------------
20240908-08:21:49 current_test_accuracies 0.9137 0.9202 0.9120 0.8826 0.9150 0.9126 0.8557 0.9166 0.9231 0.9146
20240908-08:21:49 time_train=79596 time_c_quizzes=0
20240908-08:21:49 no_c_quiz
20240908-08:21:49 training model 6 (accuracy 0.8556962013244629)
20240908-08:21:49 training model 3 (accuracy 0.8826466798782349)
20240908-08:23:53 train_loss 428 model 3 0.012456475312048496
20240908-08:23:53 train_loss 428 model 6 0.01300023755485745
20240908-08:23:55 test_loss 428 model 3 0.010269814462571959
20240908-08:23:55 test_loss 428 model 6 0.011140827550480025
20240908-08:24:30 test_accuracy 428 model 3 nb_correct 719 / 821 (87.58%)
20240908-08:24:36 test_accuracy 428 model 6 nb_correct 712 / 799 (89.11%)
20240908-08:24:37 wrote ae_000.pth
20240908-08:24:38 wrote ae_001.pth
20240908-08:24:39 wrote ae_002.pth
20240908-08:24:39 wrote ae_003.pth
20240908-08:24:40 wrote ae_004.pth
20240908-08:24:41 wrote ae_005.pth
20240908-08:24:42 wrote ae_006.pth
20240908-08:24:42 wrote ae_007.pth
20240908-08:24:43 wrote ae_008.pth
20240908-08:24:44 wrote ae_009.pth
20240908-08:24:44 epoch_duration 2min55s next_finish 08:27:39
20240908-08:24:44 wrote state.pth
20240908-08:24:44 --- epoch 429 ----------------------------------------
20240908-08:24:44 current_test_accuracies 0.9137 0.9202 0.9120 0.8758 0.9150 0.9126 0.8911 0.9166 0.9231 0.9146
20240908-08:24:44 time_train=79763 time_c_quizzes=0
20240908-08:24:44 no_c_quiz
20240908-08:24:44 training model 3 (accuracy 0.8757612705230713)
20240908-08:24:44 training model 6 (accuracy 0.8911138772964478)
20240908-08:26:48 train_loss 429 model 3 0.012281323144195994
20240908-08:26:48 train_loss 429 model 6 0.013344129183722544
20240908-08:26:50 test_loss 429 model 3 0.011106544788844985
20240908-08:26:50 test_loss 429 model 6 0.010727868067101553
20240908-08:27:25 test_accuracy 429 model 3 nb_correct 706 / 789 (89.48%)
20240908-08:27:30 test_accuracy 429 model 6 nb_correct 709 / 779 (91.01%)
20240908-08:27:31 wrote ae_000.pth
20240908-08:27:32 wrote ae_001.pth
20240908-08:27:32 wrote ae_002.pth
20240908-08:27:33 wrote ae_003.pth
20240908-08:27:33 wrote ae_004.pth
20240908-08:27:34 wrote ae_005.pth
20240908-08:27:35 wrote ae_006.pth
20240908-08:27:35 wrote ae_007.pth
20240908-08:27:36 wrote ae_008.pth
20240908-08:27:37 wrote ae_009.pth
20240908-08:27:37 epoch_duration 2min52s next_finish 08:30:30
20240908-08:27:37 wrote state.pth
20240908-08:27:37 --- epoch 430 ----------------------------------------
20240908-08:27:37 current_test_accuracies 0.9137 0.9202 0.9120 0.8948 0.9150 0.9126 0.9101 0.9166 0.9231 0.9146
20240908-08:27:37 time_train=79929 time_c_quizzes=0
20240908-08:27:37 no_c_quiz
20240908-08:27:37 training model 3 (accuracy 0.894803524017334)
20240908-08:27:37 training model 6 (accuracy 0.9101412296295166)
20240908-08:29:41 train_loss 430 model 6 0.012555754531305866
20240908-08:29:41 train_loss 430 model 3 0.011493578916517436
20240908-08:29:43 test_loss 430 model 6 0.009971542050425341
20240908-08:29:43 test_loss 430 model 3 0.010055655853523148
20240908-08:30:20 test_accuracy 430 model 3 nb_correct 728 / 800 (91.00%)
20240908-08:30:23 test_accuracy 430 model 6 nb_correct 720 / 795 (90.57%)
20240908-08:30:23 wrote ae_000.pth
20240908-08:30:24 wrote ae_001.pth
20240908-08:30:25 wrote ae_002.pth
20240908-08:30:25 wrote ae_003.pth
20240908-08:30:26 wrote ae_004.pth
20240908-08:30:27 wrote ae_005.pth
20240908-08:30:27 wrote ae_006.pth
20240908-08:30:28 wrote ae_007.pth
20240908-08:30:29 wrote ae_008.pth
20240908-08:30:29 wrote ae_009.pth
20240908-08:30:29 epoch_duration 2min52s next_finish 08:33:22
20240908-08:30:29 wrote state.pth
20240908-08:30:29 --- epoch 431 ----------------------------------------
20240908-08:30:29 current_test_accuracies 0.9137 0.9202 0.9120 0.9100 0.9150 0.9126 0.9057 0.9166 0.9231 0.9146
20240908-08:30:29 time_train=80094 time_c_quizzes=0
20240908-08:30:29 no_c_quiz
20240908-08:30:29 training model 6 (accuracy 0.9056603908538818)
20240908-08:30:29 training model 3 (accuracy 0.9100000262260437)
20240908-08:32:34 train_loss 431 model 6 0.013236972764891107
20240908-08:32:34 train_loss 431 model 3 0.011240513897115306
20240908-08:32:36 test_loss 431 model 6 0.006750329252236042
20240908-08:32:36 test_loss 431 model 3 0.010643185826097579
20240908-08:33:15 test_accuracy 431 model 3 nb_correct 726 / 795 (91.32%)
20240908-08:33:20 test_accuracy 431 model 6 nb_correct 719 / 824 (87.26%)
20240908-08:33:21 wrote ae_000.pth
20240908-08:33:22 wrote ae_001.pth
20240908-08:33:22 wrote ae_002.pth
20240908-08:33:23 wrote ae_003.pth
20240908-08:33:24 wrote ae_004.pth
20240908-08:33:24 wrote ae_005.pth
20240908-08:33:25 wrote ae_006.pth
20240908-08:33:26 wrote ae_007.pth
20240908-08:33:26 wrote ae_008.pth
20240908-08:33:27 wrote ae_009.pth
20240908-08:33:27 epoch_duration 2min57s next_finish 08:36:25
20240908-08:33:27 wrote state.pth
20240908-08:33:27 --- epoch 432 ----------------------------------------
20240908-08:33:27 current_test_accuracies 0.9137 0.9202 0.9120 0.9132 0.9150 0.9126 0.8726 0.9166 0.9231 0.9146
20240908-08:33:27 time_train=80264 time_c_quizzes=0
20240908-08:33:27 no_c_quiz
20240908-08:33:27 training model 6 (accuracy 0.8725728392601013)
20240908-08:33:27 training model 2 (accuracy 0.9120198488235474)
20240908-08:35:31 train_loss 432 model 6 0.012901829771406482
20240908-08:35:32 train_loss 432 model 2 0.013584311905411596
20240908-08:35:33 test_loss 432 model 6 0.011208233904744703
20240908-08:35:33 test_loss 432 model 2 0.01071593466149352
20240908-08:36:12 test_accuracy 432 model 6 nb_correct 742 / 810 (91.60%)
20240908-08:36:14 test_accuracy 432 model 2 nb_correct 735 / 805 (91.30%)
20240908-08:36:15 wrote ae_000.pth
20240908-08:36:16 wrote ae_001.pth
20240908-08:36:17 wrote ae_002.pth
20240908-08:36:17 wrote ae_003.pth
20240908-08:36:18 wrote ae_004.pth
20240908-08:36:19 wrote ae_005.pth
20240908-08:36:20 wrote ae_006.pth
20240908-08:36:20 wrote ae_007.pth
20240908-08:36:21 wrote ae_008.pth
20240908-08:36:22 wrote ae_009.pth
20240908-08:36:22 epoch_duration 2min54s next_finish 08:39:16
20240908-08:36:22 wrote state.pth
20240908-08:36:22 --- epoch 433 ----------------------------------------
20240908-08:36:22 current_test_accuracies 0.9137 0.9202 0.9130 0.9132 0.9150 0.9126 0.9160 0.9166 0.9231 0.9146
20240908-08:36:22 time_train=80431 time_c_quizzes=0
20240908-08:36:22 no_c_quiz
20240908-08:36:22 training model 5 (accuracy 0.9126092195510864)
20240908-08:36:22 training model 2 (accuracy 0.9130434989929199)
20240908-08:38:27 train_loss 433 model 2 0.013858470501581906
20240908-08:38:27 train_loss 433 model 5 0.013027966640438536
20240908-08:38:28 test_loss 433 model 2 0.009998708395050926
20240908-08:38:28 test_loss 433 model 5 0.011999817473770236
20240908-08:39:07 test_accuracy 433 model 5 nb_correct 690 / 796 (86.68%)
20240908-08:39:12 test_accuracy 433 model 2 nb_correct 748 / 814 (91.89%)
20240908-08:39:13 wrote ae_000.pth
20240908-08:39:13 wrote ae_001.pth
20240908-08:39:14 wrote ae_002.pth
20240908-08:39:15 wrote ae_003.pth
20240908-08:39:15 wrote ae_004.pth
20240908-08:39:16 wrote ae_005.pth
20240908-08:39:17 wrote ae_006.pth
20240908-08:39:17 wrote ae_007.pth
20240908-08:39:18 wrote ae_008.pth
20240908-08:39:19 wrote ae_009.pth
20240908-08:39:19 epoch_duration 2min57s next_finish 08:42:16
20240908-08:39:19 wrote state.pth
20240908-08:39:19 --- epoch 434 ----------------------------------------
20240908-08:39:19 current_test_accuracies 0.9137 0.9202 0.9189 0.9132 0.9150 0.8668 0.9160 0.9166 0.9231 0.9146
20240908-08:39:19 time_train=80601 time_c_quizzes=0
20240908-08:39:19 no_c_quiz
20240908-08:39:19 training model 5 (accuracy 0.8668341636657715)
20240908-08:39:19 training model 3 (accuracy 0.9132075309753418)
20240908-08:41:23 train_loss 434 model 5 0.01363792715499585
20240908-08:41:24 train_loss 434 model 3 0.01210350489178927
20240908-08:41:25 test_loss 434 model 5 0.010910428642455372
20240908-08:41:25 test_loss 434 model 3 0.008760765934766823
20240908-08:42:02 test_accuracy 434 model 5 nb_correct 716 / 814 (87.96%)
20240908-08:42:03 test_accuracy 434 model 3 nb_correct 723 / 796 (90.83%)
20240908-08:42:04 wrote ae_000.pth
20240908-08:42:05 wrote ae_001.pth
20240908-08:42:05 wrote ae_002.pth
20240908-08:42:06 wrote ae_003.pth
20240908-08:42:07 wrote ae_004.pth
20240908-08:42:08 wrote ae_005.pth
20240908-08:42:08 wrote ae_006.pth
20240908-08:42:09 wrote ae_007.pth
20240908-08:42:10 wrote ae_008.pth
20240908-08:42:10 wrote ae_009.pth
20240908-08:42:10 epoch_duration 2min51s next_finish 08:45:01
20240908-08:42:10 wrote state.pth
20240908-08:42:10 --- epoch 435 ----------------------------------------
20240908-08:42:10 current_test_accuracies 0.9137 0.9202 0.9189 0.9083 0.9150 0.8796 0.9160 0.9166 0.9231 0.9146
20240908-08:42:10 time_train=80765 time_c_quizzes=0
20240908-08:42:10 no_c_quiz
20240908-08:42:10 training model 5 (accuracy 0.8796069025993347)
20240908-08:42:10 training model 3 (accuracy 0.9082914590835571)
20240908-08:44:15 train_loss 435 model 5 0.013285797883130727
20240908-08:44:15 train_loss 435 model 3 0.011363618539164237
20240908-08:44:16 test_loss 435 model 5 0.0096101912749873
20240908-08:44:16 test_loss 435 model 3 0.008131270591090357
20240908-08:44:51 test_accuracy 435 model 3 nb_correct 731 / 810 (90.25%)
20240908-08:44:58 test_accuracy 435 model 5 nb_correct 732 / 793 (92.31%)
20240908-08:44:58 wrote ae_000.pth
20240908-08:44:59 wrote ae_001.pth
20240908-08:45:00 wrote ae_002.pth
20240908-08:45:00 wrote ae_003.pth
20240908-08:45:01 wrote ae_004.pth
20240908-08:45:02 wrote ae_005.pth
20240908-08:45:02 wrote ae_006.pth
20240908-08:45:03 wrote ae_007.pth
20240908-08:45:04 wrote ae_008.pth
20240908-08:45:05 wrote ae_009.pth
20240908-08:45:05 epoch_duration 2min54s next_finish 08:47:59
20240908-08:45:05 wrote state.pth
20240908-08:45:05 --- epoch 436 ----------------------------------------
20240908-08:45:05 current_test_accuracies 0.9137 0.9202 0.9189 0.9025 0.9150 0.9231 0.9160 0.9166 0.9231 0.9146
20240908-08:45:05 time_train=80932 time_c_quizzes=0
20240908-08:45:05 no_c_quiz
20240908-08:45:05 training model 3 (accuracy 0.9024691581726074)
20240908-08:45:05 training model 0 (accuracy 0.9137499928474426)
20240908-08:47:09 train_loss 436 model 0 0.013322450847757863
20240908-08:47:09 train_loss 436 model 3 0.011674314017442157
20240908-08:47:11 test_loss 436 model 0 0.009215315100527732
20240908-08:47:11 test_loss 436 model 3 0.009821893633122159
20240908-08:47:48 test_accuracy 436 model 3 nb_correct 732 / 788 (92.89%)
20240908-08:47:54 test_accuracy 436 model 0 nb_correct 716 / 808 (88.61%)
20240908-08:47:55 wrote ae_000.pth
20240908-08:47:55 wrote ae_001.pth
20240908-08:47:56 wrote ae_002.pth
20240908-08:47:57 wrote ae_003.pth
20240908-08:47:58 wrote ae_004.pth
20240908-08:47:58 wrote ae_005.pth
20240908-08:47:59 wrote ae_006.pth
20240908-08:48:00 wrote ae_007.pth
20240908-08:48:01 wrote ae_008.pth
20240908-08:48:01 wrote ae_009.pth
20240908-08:48:01 epoch_duration 2min56s next_finish 08:50:58
20240908-08:48:01 wrote state.pth
20240908-08:48:01 --- epoch 437 ----------------------------------------
20240908-08:48:01 current_test_accuracies 0.8861 0.9202 0.9189 0.9289 0.9150 0.9231 0.9160 0.9166 0.9231 0.9146
20240908-08:48:01 time_train=81101 time_c_quizzes=0
20240908-08:48:01 no_c_quiz
20240908-08:48:01 training model 0 (accuracy 0.8861386179924011)
20240908-08:48:01 training model 9 (accuracy 0.9146496653556824)
20240908-08:50:06 train_loss 437 model 9 0.012820762717274193
20240908-08:50:06 train_loss 437 model 0 0.013291225498280256
20240908-08:50:08 test_loss 437 model 9 0.008279567572958512
20240908-08:50:08 test_loss 437 model 0 0.008610298280109419
20240908-08:50:45 test_accuracy 437 model 9 nb_correct 733 / 787 (93.14%)
20240908-08:50:54 test_accuracy 437 model 0 nb_correct 701 / 783 (89.53%)
20240908-08:50:55 wrote ae_000.pth
20240908-08:50:56 wrote ae_001.pth
20240908-08:50:56 wrote ae_002.pth
20240908-08:50:57 wrote ae_003.pth
20240908-08:50:58 wrote ae_004.pth
20240908-08:50:58 wrote ae_005.pth
20240908-08:50:59 wrote ae_006.pth
20240908-08:51:00 wrote ae_007.pth
20240908-08:51:00 wrote ae_008.pth
20240908-08:51:01 wrote ae_009.pth
20240908-08:51:01 epoch_duration 2min59s next_finish 08:54:01
20240908-08:51:01 wrote state.pth
20240908-08:51:01 --- epoch 438 ----------------------------------------
20240908-08:51:01 current_test_accuracies 0.8953 0.9202 0.9189 0.9289 0.9150 0.9231 0.9160 0.9166 0.9231 0.9314
20240908-08:51:01 time_train=81273 time_c_quizzes=0
20240908-08:51:01 no_c_quiz
20240908-08:51:01 training model 0 (accuracy 0.8952745795249939)
20240908-08:51:01 training model 4 (accuracy 0.9149746298789978)
20240908-08:53:06 train_loss 438 model 0 0.013737166078171867
20240908-08:53:06 train_loss 438 model 4 0.012507338167000852
20240908-08:53:07 test_loss 438 model 0 0.007213608472125088
20240908-08:53:08 test_loss 438 model 4 0.013744654995298334
20240908-08:53:43 test_accuracy 438 model 0 nb_correct 734 / 806 (91.07%)
20240908-08:53:50 test_accuracy 438 model 4 nb_correct 720 / 814 (88.45%)
20240908-08:53:50 wrote ae_000.pth
20240908-08:53:51 wrote ae_001.pth
20240908-08:53:52 wrote ae_002.pth
20240908-08:53:52 wrote ae_003.pth
20240908-08:53:53 wrote ae_004.pth
20240908-08:53:54 wrote ae_005.pth
20240908-08:53:54 wrote ae_006.pth
20240908-08:53:55 wrote ae_007.pth
20240908-08:53:56 wrote ae_008.pth
20240908-08:53:57 wrote ae_009.pth
20240908-08:53:57 epoch_duration 2min55s next_finish 08:56:52
20240908-08:53:57 wrote state.pth
20240908-08:53:57 --- epoch 439 ----------------------------------------
20240908-08:53:57 current_test_accuracies 0.9107 0.9202 0.9189 0.9289 0.8845 0.9231 0.9160 0.9166 0.9231 0.9314
20240908-08:53:57 time_train=81441 time_c_quizzes=0
20240908-08:53:57 no_c_quiz
20240908-08:53:57 training model 4 (accuracy 0.8845208883285522)
20240908-08:53:57 training model 0 (accuracy 0.9106699824333191)
20240908-08:56:02 train_loss 439 model 0 0.012642989339357882
20240908-08:56:02 train_loss 439 model 4 0.012661698434763821
20240908-08:56:03 test_loss 439 model 0 0.010106646481835924
20240908-08:56:03 test_loss 439 model 4 0.01141203834016551
20240908-08:56:40 test_accuracy 439 model 0 nb_correct 732 / 798 (91.73%)
20240908-08:56:41 test_accuracy 439 model 4 nb_correct 723 / 801 (90.26%)
20240908-08:56:41 wrote ae_000.pth
20240908-08:56:42 wrote ae_001.pth
20240908-08:56:43 wrote ae_002.pth
20240908-08:56:44 wrote ae_003.pth
20240908-08:56:44 wrote ae_004.pth
20240908-08:56:45 wrote ae_005.pth
20240908-08:56:46 wrote ae_006.pth
20240908-08:56:46 wrote ae_007.pth
20240908-08:56:47 wrote ae_008.pth
20240908-08:56:48 wrote ae_009.pth
20240908-08:56:48 epoch_duration 2min51s next_finish 08:59:39
20240908-08:56:48 wrote state.pth
20240908-08:56:48 --- epoch 440 ----------------------------------------
20240908-08:56:48 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9026 0.9231 0.9160 0.9166 0.9231 0.9314
20240908-08:56:48 time_train=81604 time_c_quizzes=0
20240908-08:56:48 no_c_quiz
20240908-08:56:48 training model 4 (accuracy 0.9026217460632324)
20240908-08:56:48 training model 6 (accuracy 0.9160493612289429)
20240908-08:58:52 train_loss 440 model 4 0.012805036301382643
20240908-08:58:52 train_loss 440 model 6 0.012816010275004373
20240908-08:58:54 test_loss 440 model 4 0.007961801609280884
20240908-08:58:54 test_loss 440 model 6 0.009061615977543624
20240908-08:59:34 test_accuracy 440 model 4 nb_correct 740 / 809 (91.47%)
20240908-08:59:34 test_accuracy 440 model 6 nb_correct 714 / 795 (89.81%)
20240908-08:59:35 wrote ae_000.pth
20240908-08:59:36 wrote ae_001.pth
20240908-08:59:37 wrote ae_002.pth
20240908-08:59:37 wrote ae_003.pth
20240908-08:59:38 wrote ae_004.pth
20240908-08:59:39 wrote ae_005.pth
20240908-08:59:39 wrote ae_006.pth
20240908-08:59:40 wrote ae_007.pth
20240908-08:59:41 wrote ae_008.pth
20240908-08:59:41 wrote ae_009.pth
20240908-08:59:41 epoch_duration 2min53s next_finish 09:02:35
20240908-08:59:41 wrote state.pth
20240908-08:59:41 --- epoch 441 ----------------------------------------
20240908-08:59:41 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9147 0.9231 0.8981 0.9166 0.9231 0.9314
20240908-08:59:41 time_train=81770 time_c_quizzes=0
20240908-08:59:41 no_c_quiz
20240908-08:59:41 training model 6 (accuracy 0.8981131911277771)
20240908-08:59:41 training model 4 (accuracy 0.9147095084190369)
20240908-09:01:46 train_loss 441 model 6 0.01330400407655543
20240908-09:01:46 train_loss 441 model 4 0.012995591108730878
20240908-09:01:48 test_loss 441 model 6 0.009489608932381089
20240908-09:01:48 test_loss 441 model 4 0.010478596402640506
20240908-09:02:26 test_accuracy 441 model 4 nb_correct 712 / 786 (90.59%)
20240908-09:02:27 test_accuracy 441 model 6 nb_correct 699 / 791 (88.37%)
20240908-09:02:27 wrote ae_000.pth
20240908-09:02:28 wrote ae_001.pth
20240908-09:02:29 wrote ae_002.pth
20240908-09:02:30 wrote ae_003.pth
20240908-09:02:30 wrote ae_004.pth
20240908-09:02:31 wrote ae_005.pth
20240908-09:02:32 wrote ae_006.pth
20240908-09:02:32 wrote ae_007.pth
20240908-09:02:33 wrote ae_008.pth
20240908-09:02:34 wrote ae_009.pth
20240908-09:02:34 epoch_duration 2min52s next_finish 09:05:26
20240908-09:02:34 wrote state.pth
20240908-09:02:34 --- epoch 442 ----------------------------------------
20240908-09:02:34 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9059 0.9231 0.8837 0.9166 0.9231 0.9314
20240908-09:02:34 time_train=81935 time_c_quizzes=0
20240908-09:02:34 no_c_quiz
20240908-09:02:34 training model 6 (accuracy 0.8836915493011475)
20240908-09:02:34 training model 4 (accuracy 0.9058524370193481)
20240908-09:04:38 train_loss 442 model 4 0.011879788245962117
20240908-09:04:38 train_loss 442 model 6 0.012592261689082078
20240908-09:04:40 test_loss 442 model 4 0.009649687254847095
20240908-09:04:40 test_loss 442 model 6 0.0072183832221298875
20240908-09:05:17 test_accuracy 442 model 4 nb_correct 730 / 812 (89.90%)
20240908-09:05:17 test_accuracy 442 model 6 nb_correct 733 / 810 (90.49%)
20240908-09:05:18 wrote ae_000.pth
20240908-09:05:18 wrote ae_001.pth
20240908-09:05:19 wrote ae_002.pth
20240908-09:05:20 wrote ae_003.pth
20240908-09:05:21 wrote ae_004.pth
20240908-09:05:21 wrote ae_005.pth
20240908-09:05:22 wrote ae_006.pth
20240908-09:05:23 wrote ae_007.pth
20240908-09:05:23 wrote ae_008.pth
20240908-09:05:24 wrote ae_009.pth
20240908-09:05:24 epoch_duration 2min50s next_finish 09:08:14
20240908-09:05:24 wrote state.pth
20240908-09:05:24 --- epoch 443 ----------------------------------------
20240908-09:05:24 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.8990 0.9231 0.9049 0.9166 0.9231 0.9314
20240908-09:05:24 time_train=82098 time_c_quizzes=0
20240908-09:05:24 no_c_quiz
20240908-09:05:24 training model 4 (accuracy 0.8990147709846497)
20240908-09:05:24 training model 6 (accuracy 0.904938280582428)
20240908-09:07:29 train_loss 443 model 6 0.012685580658100663
20240908-09:07:29 train_loss 443 model 4 0.012964016950299993
20240908-09:07:31 test_loss 443 model 6 0.008653027537729941
20240908-09:07:31 test_loss 443 model 4 0.01012214365264299
20240908-09:08:12 test_accuracy 443 model 6 nb_correct 711 / 794 (89.55%)
20240908-09:08:13 test_accuracy 443 model 4 nb_correct 718 / 806 (89.08%)
20240908-09:08:14 wrote ae_000.pth
20240908-09:08:15 wrote ae_001.pth
20240908-09:08:15 wrote ae_002.pth
20240908-09:08:16 wrote ae_003.pth
20240908-09:08:17 wrote ae_004.pth
20240908-09:08:17 wrote ae_005.pth
20240908-09:08:18 wrote ae_006.pth
20240908-09:08:19 wrote ae_007.pth
20240908-09:08:20 wrote ae_008.pth
20240908-09:08:20 wrote ae_009.pth
20240908-09:08:20 epoch_duration 2min56s next_finish 09:11:16
20240908-09:08:20 wrote state.pth
20240908-09:08:20 --- epoch 444 ----------------------------------------
20240908-09:08:20 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.8908 0.9231 0.8955 0.9166 0.9231 0.9314
20240908-09:08:20 time_train=82267 time_c_quizzes=0
20240908-09:08:20 no_c_quiz
20240908-09:08:20 training model 4 (accuracy 0.8908188343048096)
20240908-09:08:20 training model 6 (accuracy 0.8954659700393677)
20240908-09:10:25 train_loss 444 model 4 0.012820723739394453
20240908-09:10:25 train_loss 444 model 6 0.013051943521131761
20240908-09:10:26 test_loss 444 model 4 0.006969054590875601
20240908-09:10:26 test_loss 444 model 6 0.007730669559668968
20240908-09:11:02 test_accuracy 444 model 4 nb_correct 735 / 809 (90.85%)
20240908-09:11:09 test_accuracy 444 model 6 nb_correct 719 / 819 (87.79%)
20240908-09:11:09 wrote ae_000.pth
20240908-09:11:10 wrote ae_001.pth
20240908-09:11:11 wrote ae_002.pth
20240908-09:11:11 wrote ae_003.pth
20240908-09:11:12 wrote ae_004.pth
20240908-09:11:13 wrote ae_005.pth
20240908-09:11:13 wrote ae_006.pth
20240908-09:11:14 wrote ae_007.pth
20240908-09:11:15 wrote ae_008.pth
20240908-09:11:15 wrote ae_009.pth
20240908-09:11:15 epoch_duration 2min55s next_finish 09:14:11
20240908-09:11:15 wrote state.pth
20240908-09:11:15 --- epoch 445 ----------------------------------------
20240908-09:11:15 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9085 0.9231 0.8779 0.9166 0.9231 0.9314
20240908-09:11:15 time_train=82435 time_c_quizzes=0
20240908-09:11:15 no_c_quiz
20240908-09:11:15 training model 6 (accuracy 0.8778998851776123)
20240908-09:11:15 training model 4 (accuracy 0.9085290431976318)
20240908-09:13:20 train_loss 445 model 4 0.01215317730624156
20240908-09:13:20 train_loss 445 model 6 0.012111041074196692
20240908-09:13:22 test_loss 445 model 4 0.009514168627947583
20240908-09:13:22 test_loss 445 model 6 0.011055178381275255
20240908-09:14:00 test_accuracy 445 model 6 nb_correct 728 / 794 (91.69%)
20240908-09:14:03 test_accuracy 445 model 4 nb_correct 684 / 771 (88.72%)
20240908-09:14:04 wrote ae_000.pth
20240908-09:14:04 wrote ae_001.pth
20240908-09:14:05 wrote ae_002.pth
20240908-09:14:06 wrote ae_003.pth
20240908-09:14:06 wrote ae_004.pth
20240908-09:14:07 wrote ae_005.pth
20240908-09:14:08 wrote ae_006.pth
20240908-09:14:08 wrote ae_007.pth
20240908-09:14:09 wrote ae_008.pth
20240908-09:14:10 wrote ae_009.pth
20240908-09:14:10 epoch_duration 2min54s next_finish 09:17:04
20240908-09:14:10 wrote state.pth
20240908-09:14:10 --- epoch 446 ----------------------------------------
20240908-09:14:10 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.8872 0.9231 0.9169 0.9166 0.9231 0.9314
20240908-09:14:10 time_train=82602 time_c_quizzes=0
20240908-09:14:10 no_c_quiz
20240908-09:14:10 training model 4 (accuracy 0.887159526348114)
20240908-09:14:10 training model 7 (accuracy 0.9165613055229187)
20240908-09:16:14 train_loss 446 model 7 0.012577465791327996
20240908-09:16:14 train_loss 446 model 4 0.012551601923903945
20240908-09:16:16 test_loss 446 model 7 0.00922494439437287
20240908-09:16:16 test_loss 446 model 4 0.00898685498009968
20240908-09:16:53 test_accuracy 446 model 7 nb_correct 761 / 836 (91.03%)
20240908-09:16:53 test_accuracy 446 model 4 nb_correct 719 / 794 (90.55%)
20240908-09:16:54 wrote ae_000.pth
20240908-09:16:54 wrote ae_001.pth
20240908-09:16:55 wrote ae_002.pth
20240908-09:16:56 wrote ae_003.pth
20240908-09:16:56 wrote ae_004.pth
20240908-09:16:57 wrote ae_005.pth
20240908-09:16:58 wrote ae_006.pth
20240908-09:16:58 wrote ae_007.pth
20240908-09:16:59 wrote ae_008.pth
20240908-09:17:00 wrote ae_009.pth
20240908-09:17:00 epoch_duration 2min50s next_finish 09:19:50
20240908-09:17:00 wrote state.pth
20240908-09:17:00 --- epoch 447 ----------------------------------------
20240908-09:17:00 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9055 0.9231 0.9169 0.9103 0.9231 0.9314
20240908-09:17:00 time_train=82765 time_c_quizzes=0
20240908-09:17:00 no_c_quiz
20240908-09:17:00 training model 4 (accuracy 0.9055415391921997)
20240908-09:17:00 training model 7 (accuracy 0.910287082195282)
20240908-09:19:05 train_loss 447 model 7 0.012569400880180184
20240908-09:19:05 train_loss 447 model 4 0.012481173243133525
20240908-09:19:07 test_loss 447 model 7 0.010522101511219262
20240908-09:19:07 test_loss 447 model 4 0.010659619260331965
20240908-09:19:45 test_accuracy 447 model 7 nb_correct 723 / 795 (90.94%)
20240908-09:19:46 test_accuracy 447 model 4 nb_correct 717 / 813 (88.19%)
20240908-09:19:47 wrote ae_000.pth
20240908-09:19:48 wrote ae_001.pth
20240908-09:19:48 wrote ae_002.pth
20240908-09:19:49 wrote ae_003.pth
20240908-09:19:50 wrote ae_004.pth
20240908-09:19:50 wrote ae_005.pth
20240908-09:19:51 wrote ae_006.pth
20240908-09:19:52 wrote ae_007.pth
20240908-09:19:52 wrote ae_008.pth
20240908-09:19:53 wrote ae_009.pth
20240908-09:19:53 epoch_duration 2min53s next_finish 09:22:46
20240908-09:19:53 wrote state.pth
20240908-09:19:53 --- epoch 448 ----------------------------------------
20240908-09:19:53 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.8819 0.9231 0.9169 0.9094 0.9231 0.9314
20240908-09:19:53 time_train=82931 time_c_quizzes=0
20240908-09:19:53 no_c_quiz
20240908-09:19:53 training model 4 (accuracy 0.8819188475608826)
20240908-09:19:53 training model 7 (accuracy 0.9094339609146118)
20240908-09:21:58 train_loss 448 model 4 0.01185276024444829
20240908-09:21:58 train_loss 448 model 7 0.01258183287468637
20240908-09:22:00 test_loss 448 model 4 0.008700475325713341
20240908-09:22:00 test_loss 448 model 7 0.007540001443499022
20240908-09:22:36 test_accuracy 448 model 4 nb_correct 746 / 824 (90.53%)
20240908-09:22:36 test_accuracy 448 model 7 nb_correct 748 / 817 (91.55%)
20240908-09:22:37 wrote ae_000.pth
20240908-09:22:37 wrote ae_001.pth
20240908-09:22:38 wrote ae_002.pth
20240908-09:22:39 wrote ae_003.pth
20240908-09:22:39 wrote ae_004.pth
20240908-09:22:40 wrote ae_005.pth
20240908-09:22:41 wrote ae_006.pth
20240908-09:22:42 wrote ae_007.pth
20240908-09:22:42 wrote ae_008.pth
20240908-09:22:43 wrote ae_009.pth
20240908-09:22:43 epoch_duration 2min49s next_finish 09:25:33
20240908-09:22:43 wrote state.pth
20240908-09:22:43 --- epoch 449 ----------------------------------------
20240908-09:22:43 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9053 0.9231 0.9169 0.9155 0.9231 0.9314
20240908-09:22:43 time_train=83094 time_c_quizzes=0
20240908-09:22:43 no_c_quiz
20240908-09:22:43 training model 4 (accuracy 0.905339777469635)
20240908-09:22:43 training model 7 (accuracy 0.9155446887016296)
20240908-09:24:48 train_loss 449 model 7 0.012365344625333818
20240908-09:24:49 train_loss 449 model 4 0.012192246984050144
20240908-09:24:50 test_loss 449 model 7 0.011202117495122366
20240908-09:24:50 test_loss 449 model 4 0.01133606490773218
20240908-09:25:29 test_accuracy 449 model 7 nb_correct 739 / 797 (92.72%)
20240908-09:25:30 test_accuracy 449 model 4 nb_correct 727 / 793 (91.68%)
20240908-09:25:31 wrote ae_000.pth
20240908-09:25:31 wrote ae_001.pth
20240908-09:25:32 wrote ae_002.pth
20240908-09:25:33 wrote ae_003.pth
20240908-09:25:34 wrote ae_004.pth
20240908-09:25:34 wrote ae_005.pth
20240908-09:25:35 wrote ae_006.pth
20240908-09:25:36 wrote ae_007.pth
20240908-09:25:36 wrote ae_008.pth
20240908-09:25:37 wrote ae_009.pth
20240908-09:25:37 epoch_duration 2min54s next_finish 09:28:31
20240908-09:25:37 wrote state.pth
20240908-09:25:37 --- epoch 450 ----------------------------------------
20240908-09:25:37 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9168 0.9231 0.9169 0.9272 0.9231 0.9314
20240908-09:25:37 time_train=83260 time_c_quizzes=0
20240908-09:25:37 no_c_quiz
20240908-09:25:37 training model 4 (accuracy 0.9167717695236206)
20240908-09:25:37 training model 6 (accuracy 0.9168765544891357)
20240908-09:27:42 train_loss 450 model 4 0.012124027500787633
20240908-09:27:42 train_loss 450 model 6 0.012798974735673254
20240908-09:27:43 test_loss 450 model 4 0.008635492384837563
20240908-09:27:43 test_loss 450 model 6 0.010803386071893328
20240908-09:28:20 test_accuracy 450 model 4 nb_correct 756 / 829 (91.19%)
20240908-09:28:20 test_accuracy 450 model 6 nb_correct 740 / 816 (90.69%)
20240908-09:28:21 wrote ae_000.pth
20240908-09:28:21 wrote ae_001.pth
20240908-09:28:22 wrote ae_002.pth
20240908-09:28:23 wrote ae_003.pth
20240908-09:28:23 wrote ae_004.pth
20240908-09:28:24 wrote ae_005.pth
20240908-09:28:25 wrote ae_006.pth
20240908-09:28:25 wrote ae_007.pth
20240908-09:28:26 wrote ae_008.pth
20240908-09:28:27 wrote ae_009.pth
20240908-09:28:27 epoch_duration 2min49s next_finish 09:31:16
20240908-09:28:27 wrote state.pth
20240908-09:28:27 --- epoch 451 ----------------------------------------
20240908-09:28:27 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9119 0.9231 0.9069 0.9272 0.9231 0.9314
20240908-09:28:27 time_train=83422 time_c_quizzes=0
20240908-09:28:27 no_c_quiz
20240908-09:28:27 training model 6 (accuracy 0.906862735748291)
20240908-09:28:27 training model 4 (accuracy 0.9119421243667603)
20240908-09:30:31 train_loss 451 model 6 0.012772428095981014
20240908-09:30:32 train_loss 451 model 4 0.011953509454544474
20240908-09:30:33 test_loss 451 model 6 0.009447312589691137
20240908-09:30:33 test_loss 451 model 4 0.010949946556138457
20240908-09:31:09 test_accuracy 451 model 4 nb_correct 734 / 800 (91.75%)
20240908-09:31:14 test_accuracy 451 model 6 nb_correct 716 / 784 (91.33%)
20240908-09:31:14 wrote ae_000.pth
20240908-09:31:15 wrote ae_001.pth
20240908-09:31:15 wrote ae_002.pth
20240908-09:31:16 wrote ae_003.pth
20240908-09:31:17 wrote ae_004.pth
20240908-09:31:17 wrote ae_005.pth
20240908-09:31:18 wrote ae_006.pth
20240908-09:31:19 wrote ae_007.pth
20240908-09:31:19 wrote ae_008.pth
20240908-09:31:20 wrote ae_009.pth
20240908-09:31:20 epoch_duration 2min53s next_finish 09:34:13
20240908-09:31:20 wrote state.pth
20240908-09:31:20 --- epoch 452 ----------------------------------------
20240908-09:31:20 current_test_accuracies 0.9173 0.9202 0.9189 0.9289 0.9175 0.9231 0.9133 0.9272 0.9231 0.9314
20240908-09:31:20 time_train=83588 time_c_quizzes=0
20240908-09:31:20 no_c_quiz
20240908-09:31:20 training model 6 (accuracy 0.9132652878761292)
20240908-09:31:20 training model 0 (accuracy 0.9172932505607605)
20240908-09:33:25 train_loss 452 model 0 0.012745172789189383
20240908-09:33:25 train_loss 452 model 6 0.011842400482972153
20240908-09:33:26 test_loss 452 model 0 0.010676125521422363
20240908-09:33:26 test_loss 452 model 6 0.008107334494161478
20240908-09:34:01 test_accuracy 452 model 0 nb_correct 751 / 814 (92.26%)
20240908-09:34:08 test_accuracy 452 model 6 nb_correct 708 / 794 (89.17%)
20240908-09:34:08 wrote ae_000.pth
20240908-09:34:09 wrote ae_001.pth
20240908-09:34:10 wrote ae_002.pth
20240908-09:34:11 wrote ae_003.pth
20240908-09:34:11 wrote ae_004.pth
20240908-09:34:12 wrote ae_005.pth
20240908-09:34:13 wrote ae_006.pth
20240908-09:34:14 wrote ae_007.pth
20240908-09:34:14 wrote ae_008.pth
20240908-09:34:15 wrote ae_009.pth
20240908-09:34:15 epoch_duration 2min55s next_finish 09:37:10
20240908-09:34:15 wrote state.pth
20240908-09:34:15 --- epoch 453 ----------------------------------------
20240908-09:34:15 current_test_accuracies 0.9226 0.9202 0.9189 0.9289 0.9175 0.9231 0.8917 0.9272 0.9231 0.9314
20240908-09:34:15 time_train=83755 time_c_quizzes=0
20240908-09:34:15 no_c_quiz
20240908-09:34:15 training model 6 (accuracy 0.8916876316070557)
20240908-09:34:15 training model 4 (accuracy 0.9175000190734863)
20240908-09:36:20 train_loss 453 model 4 0.012283629187532825
20240908-09:36:20 train_loss 453 model 6 0.012024147451113094
20240908-09:36:21 test_loss 453 model 4 0.007900385901757545
20240908-09:36:21 test_loss 453 model 6 0.009006734445867437
20240908-09:37:00 test_accuracy 453 model 6 nb_correct 745 / 804 (92.66%)
20240908-09:37:05 test_accuracy 453 model 4 nb_correct 706 / 782 (90.28%)
20240908-09:37:06 wrote ae_000.pth
20240908-09:37:07 wrote ae_001.pth
20240908-09:37:07 wrote ae_002.pth
20240908-09:37:08 wrote ae_003.pth
20240908-09:37:09 wrote ae_004.pth
20240908-09:37:09 wrote ae_005.pth
20240908-09:37:10 wrote ae_006.pth
20240908-09:37:11 wrote ae_007.pth
20240908-09:37:11 wrote ae_008.pth
20240908-09:37:12 wrote ae_009.pth
20240908-09:37:12 epoch_duration 2min56s next_finish 09:40:09
20240908-09:37:12 wrote state.pth
20240908-09:37:12 --- epoch 454 ----------------------------------------
20240908-09:37:12 current_test_accuracies 0.9226 0.9202 0.9189 0.9289 0.9028 0.9231 0.9266 0.9272 0.9231 0.9314
20240908-09:37:12 time_train=83925 time_c_quizzes=0
20240908-09:37:12 no_c_quiz
20240908-09:37:12 training model 4 (accuracy 0.9028133153915405)
20240908-09:37:12 training model 2 (accuracy 0.9189189076423645)
20240908-09:39:17 train_loss 454 model 2 0.0128758209882144
20240908-09:39:17 train_loss 454 model 4 0.012466158466289927
20240908-09:39:18 test_loss 454 model 2 0.007849132060232477
20240908-09:39:18 test_loss 454 model 4 0.007895855653259787
20240908-09:39:53 test_accuracy 454 model 4 nb_correct 755 / 812 (92.98%)
20240908-09:40:02 test_accuracy 454 model 2 nb_correct 768 / 828 (92.75%)
20240908-09:40:03 wrote ae_000.pth
20240908-09:40:03 wrote ae_001.pth
20240908-09:40:04 wrote ae_002.pth
20240908-09:40:05 wrote ae_003.pth
20240908-09:40:05 wrote ae_004.pth
20240908-09:40:06 wrote ae_005.pth
20240908-09:40:06 wrote ae_006.pth
20240908-09:40:07 wrote ae_007.pth
20240908-09:40:08 wrote ae_008.pth
20240908-09:40:09 wrote ae_009.pth
20240908-09:40:09 epoch_duration 2min56s next_finish 09:43:05
20240908-09:40:09 wrote state.pth
20240908-09:40:09 --- epoch 455 ----------------------------------------
20240908-09:40:09 current_test_accuracies 0.9226 0.9202 0.9275 0.9289 0.9298 0.9231 0.9266 0.9272 0.9231 0.9314
20240908-09:40:09 time_train=84094 time_c_quizzes=0
20240908-09:40:09 no_c_quiz
20240908-09:40:09 training model 1 (accuracy 0.9202058911323547)
20240908-09:40:09 training model 0 (accuracy 0.9226044416427612)
20240908-09:42:13 train_loss 455 model 0 0.012514463885709119
20240908-09:42:13 train_loss 455 model 1 0.012727116891459446
20240908-09:42:15 test_loss 455 model 0 0.007324001249162393
20240908-09:42:15 test_loss 455 model 1 0.00948298179662288
20240908-09:42:52 test_accuracy 455 model 1 nb_correct 740 / 811 (91.25%)
20240908-09:42:58 test_accuracy 455 model 0 nb_correct 733 / 796 (92.09%)
20240908-09:42:59 wrote ae_000.pth
20240908-09:42:59 wrote ae_001.pth
20240908-09:43:00 wrote ae_002.pth
20240908-09:43:01 wrote ae_003.pth
20240908-09:43:01 wrote ae_004.pth
20240908-09:43:02 wrote ae_005.pth
20240908-09:43:03 wrote ae_006.pth
20240908-09:43:03 wrote ae_007.pth
20240908-09:43:04 wrote ae_008.pth
20240908-09:43:05 wrote ae_009.pth
20240908-09:43:05 epoch_duration 2min56s next_finish 09:46:01
20240908-09:43:05 wrote state.pth
20240908-09:43:05 --- epoch 456 ----------------------------------------
20240908-09:43:05 current_test_accuracies 0.9209 0.9125 0.9275 0.9289 0.9298 0.9231 0.9266 0.9272 0.9231 0.9314
20240908-09:43:05 time_train=84263 time_c_quizzes=0
20240908-09:43:05 no_c_quiz
20240908-09:43:05 training model 1 (accuracy 0.9124537706375122)
20240908-09:43:05 training model 0 (accuracy 0.9208542704582214)
20240908-09:45:10 train_loss 456 model 1 0.013229252437799004
20240908-09:45:10 train_loss 456 model 0 0.012784805722403689
20240908-09:45:11 test_loss 456 model 1 0.010389518297870382
20240908-09:45:11 test_loss 456 model 0 0.009673824562014488
20240908-09:45:52 test_accuracy 456 model 1 nb_correct 731 / 800 (91.38%)
20240908-09:45:53 test_accuracy 456 model 0 nb_correct 729 / 801 (91.01%)
20240908-09:45:54 wrote ae_000.pth
20240908-09:45:54 wrote ae_001.pth
20240908-09:45:55 wrote ae_002.pth
20240908-09:45:56 wrote ae_003.pth
20240908-09:45:57 wrote ae_004.pth
20240908-09:45:57 wrote ae_005.pth
20240908-09:45:58 wrote ae_006.pth
20240908-09:45:59 wrote ae_007.pth
20240908-09:46:00 wrote ae_008.pth
20240908-09:46:00 wrote ae_009.pth
20240908-09:46:00 epoch_duration 2min55s next_finish 09:48:56
20240908-09:46:00 wrote state.pth
20240908-09:46:00 --- epoch 457 ----------------------------------------
20240908-09:46:00 current_test_accuracies 0.9101 0.9137 0.9275 0.9289 0.9298 0.9231 0.9266 0.9272 0.9231 0.9314
20240908-09:46:00 time_train=84431 time_c_quizzes=0
20240908-09:46:00 no_c_quiz
20240908-09:46:00 training model 0 (accuracy 0.9101123809814453)
20240908-09:46:00 training model 1 (accuracy 0.9137499928474426)
20240908-09:48:05 train_loss 457 model 1 0.013272104121475422
20240908-09:48:05 train_loss 457 model 0 0.012195962058041914
20240908-09:48:07 test_loss 457 model 1 0.009459703017637367
20240908-09:48:07 test_loss 457 model 0 0.009729242691935269
20240908-09:48:45 test_accuracy 457 model 1 nb_correct 697 / 775 (89.94%)
20240908-09:48:46 test_accuracy 457 model 0 nb_correct 728 / 786 (92.62%)
20240908-09:48:47 wrote ae_000.pth
20240908-09:48:48 wrote ae_001.pth
20240908-09:48:48 wrote ae_002.pth
20240908-09:48:49 wrote ae_003.pth
20240908-09:48:50 wrote ae_004.pth
20240908-09:48:50 wrote ae_005.pth
20240908-09:48:51 wrote ae_006.pth
20240908-09:48:52 wrote ae_007.pth
20240908-09:48:52 wrote ae_008.pth
20240908-09:48:53 wrote ae_009.pth
20240908-09:48:53 epoch_duration 2min52s next_finish 09:51:46
20240908-09:48:53 wrote state.pth
20240908-09:48:53 --- epoch 458 ----------------------------------------
20240908-09:48:53 current_test_accuracies 0.9262 0.8994 0.9275 0.9289 0.9298 0.9231 0.9266 0.9272 0.9231 0.9314
20240908-09:48:53 time_train=84596 time_c_quizzes=0
20240908-09:48:53 no_c_quiz
20240908-09:48:53 training model 1 (accuracy 0.8993548154830933)
20240908-09:48:53 training model 5 (accuracy 0.9230769276618958)
20240908-09:50:58 train_loss 458 model 5 0.012491842552151865
20240908-09:50:58 train_loss 458 model 1 0.012631199612449564
20240908-09:51:00 test_loss 458 model 5 0.011263817509870933
20240908-09:51:00 test_loss 458 model 1 0.008649854756481546
20240908-09:51:43 test_accuracy 458 model 1 nb_correct 719 / 788 (91.24%)
20240908-09:51:43 test_accuracy 458 model 5 nb_correct 682 / 792 (86.11%)
20240908-09:51:44 wrote ae_000.pth
20240908-09:51:45 wrote ae_001.pth
20240908-09:51:46 wrote ae_002.pth
20240908-09:51:46 wrote ae_003.pth
20240908-09:51:47 wrote ae_004.pth
20240908-09:51:48 wrote ae_005.pth
20240908-09:51:48 wrote ae_006.pth
20240908-09:51:49 wrote ae_007.pth
20240908-09:51:50 wrote ae_008.pth
20240908-09:51:50 wrote ae_009.pth
20240908-09:51:50 epoch_duration 2min57s next_finish 09:54:48
20240908-09:51:50 wrote state.pth
20240908-09:51:50 --- epoch 459 ----------------------------------------
20240908-09:51:50 current_test_accuracies 0.9262 0.9124 0.9275 0.9289 0.9298 0.8611 0.9266 0.9272 0.9231 0.9314
20240908-09:51:50 time_train=84766 time_c_quizzes=0
20240908-09:51:50 no_c_quiz
20240908-09:51:50 training model 5 (accuracy 0.8611111044883728)
20240908-09:51:50 training model 1 (accuracy 0.9124365448951721)
20240908-09:53:55 train_loss 459 model 1 0.01308839124273436
20240908-09:53:55 train_loss 459 model 5 0.013448852075525793
20240908-09:53:57 test_loss 459 model 1 0.008854298244614256
20240908-09:53:57 test_loss 459 model 5 0.009795185287066488
20240908-09:54:41 test_accuracy 459 model 1 nb_correct 728 / 801 (90.89%)
20240908-09:54:42 test_accuracy 459 model 5 nb_correct 731 / 804 (90.92%)
20240908-09:54:43 wrote ae_000.pth
20240908-09:54:44 wrote ae_001.pth
20240908-09:54:45 wrote ae_002.pth
20240908-09:54:46 wrote ae_003.pth
20240908-09:54:46 wrote ae_004.pth
20240908-09:54:47 wrote ae_005.pth
20240908-09:54:48 wrote ae_006.pth
20240908-09:54:48 wrote ae_007.pth
20240908-09:54:49 wrote ae_008.pth
20240908-09:54:50 wrote ae_009.pth
20240908-09:54:50 epoch_duration 2min59s next_finish 09:57:49
20240908-09:54:50 wrote state.pth
20240908-09:54:50 --- epoch 460 ----------------------------------------
20240908-09:54:50 current_test_accuracies 0.9262 0.9089 0.9275 0.9289 0.9298 0.9092 0.9266 0.9272 0.9231 0.9314
20240908-09:54:50 time_train=84937 time_c_quizzes=0
20240908-09:54:50 no_c_quiz
20240908-09:54:50 training model 1 (accuracy 0.90886390209198)
20240908-09:54:50 training model 5 (accuracy 0.9092040061950684)
20240908-09:56:55 train_loss 460 model 5 0.013625904168649868
20240908-09:56:55 train_loss 460 model 1 0.013789034769419232
20240908-09:56:56 test_loss 460 model 5 0.009799699609902745
20240908-09:56:56 test_loss 460 model 1 0.01137991052983125
20240908-09:57:35 test_accuracy 460 model 5 nb_correct 744 / 810 (91.85%)
20240908-09:57:38 test_accuracy 460 model 1 nb_correct 720 / 796 (90.45%)
20240908-09:57:39 wrote ae_000.pth
20240908-09:57:40 wrote ae_001.pth
20240908-09:57:41 wrote ae_002.pth
20240908-09:57:41 wrote ae_003.pth
20240908-09:57:42 wrote ae_004.pth
20240908-09:57:43 wrote ae_005.pth
20240908-09:57:43 wrote ae_006.pth
20240908-09:57:44 wrote ae_007.pth
20240908-09:57:45 wrote ae_008.pth
20240908-09:57:45 wrote ae_009.pth
20240908-09:57:45 epoch_duration 2min55s next_finish 10:00:41
20240908-09:57:45 wrote state.pth
20240908-09:57:45 --- epoch 461 ----------------------------------------
20240908-09:57:45 current_test_accuracies 0.9262 0.9045 0.9275 0.9289 0.9298 0.9185 0.9266 0.9272 0.9231 0.9314
20240908-09:57:45 time_train=85105 time_c_quizzes=0
20240908-09:57:45 no_c_quiz
20240908-09:57:45 training model 1 (accuracy 0.9045225977897644)
20240908-09:57:45 training model 5 (accuracy 0.9185185432434082)
20240908-09:59:50 train_loss 461 model 5 0.0133781746308523
20240908-09:59:50 train_loss 461 model 1 0.012657878370569961
20240908-09:59:52 test_loss 461 model 5 0.010717772739042175
20240908-09:59:52 test_loss 461 model 1 0.009797235307314623
20240908-10:00:28 test_accuracy 461 model 1 nb_correct 727 / 787 (92.38%)
20240908-10:00:34 test_accuracy 461 model 5 nb_correct 711 / 784 (90.69%)
20240908-10:00:35 wrote ae_000.pth
20240908-10:00:35 wrote ae_001.pth
20240908-10:00:36 wrote ae_002.pth
20240908-10:00:37 wrote ae_003.pth
20240908-10:00:37 wrote ae_004.pth
20240908-10:00:38 wrote ae_005.pth
20240908-10:00:39 wrote ae_006.pth
20240908-10:00:40 wrote ae_007.pth
20240908-10:00:40 wrote ae_008.pth
20240908-10:00:41 wrote ae_009.pth
20240908-10:00:41 epoch_duration 2min55s next_finish 10:03:36
20240908-10:00:41 wrote state.pth
20240908-10:00:41 --- epoch 462 ----------------------------------------
20240908-10:00:41 current_test_accuracies 0.9262 0.9238 0.9275 0.9289 0.9298 0.9069 0.9266 0.9272 0.9231 0.9314
20240908-10:00:41 time_train=85273 time_c_quizzes=0
20240908-10:00:41 no_c_quiz
20240908-10:00:41 training model 5 (accuracy 0.9068877696990967)
20240908-10:00:41 training model 8 (accuracy 0.9230769276618958)
20240908-10:02:46 train_loss 462 model 8 0.012979449074784497
20240908-10:02:46 train_loss 462 model 5 0.012905058766540606
20240908-10:02:47 test_loss 462 model 8 0.013227823415309103
20240908-10:02:47 test_loss 462 model 5 0.007544065967158531
20240908-10:03:26 test_accuracy 462 model 8 nb_correct 734 / 799 (91.86%)
20240908-10:03:27 test_accuracy 462 model 5 nb_correct 686 / 788 (87.06%)
20240908-10:03:28 wrote ae_000.pth
20240908-10:03:29 wrote ae_001.pth
20240908-10:03:29 wrote ae_002.pth
20240908-10:03:30 wrote ae_003.pth
20240908-10:03:31 wrote ae_004.pth
20240908-10:03:31 wrote ae_005.pth
20240908-10:03:32 wrote ae_006.pth
20240908-10:03:33 wrote ae_007.pth
20240908-10:03:34 wrote ae_008.pth
20240908-10:03:34 wrote ae_009.pth
20240908-10:03:34 epoch_duration 2min53s next_finish 10:06:28
20240908-10:03:34 wrote state.pth
20240908-10:03:34 --- epoch 463 ----------------------------------------
20240908-10:03:34 current_test_accuracies 0.9262 0.9238 0.9275 0.9289 0.9298 0.8706 0.9266 0.9272 0.9186 0.9314
20240908-10:03:34 time_train=85439 time_c_quizzes=0
20240908-10:03:34 no_c_quiz
20240908-10:03:34 training model 5 (accuracy 0.8705583810806274)
20240908-10:03:34 training model 8 (accuracy 0.9186483025550842)
20240908-10:05:39 train_loss 463 model 8 0.013700923881027848
20240908-10:05:39 train_loss 463 model 5 0.013348028432534192
20240908-10:05:41 test_loss 463 model 8 0.007537499310183193
20240908-10:05:41 test_loss 463 model 5 0.010768052380444714
20240908-10:06:23 test_accuracy 463 model 8 nb_correct 713 / 784 (90.94%)
20240908-10:06:24 test_accuracy 463 model 5 nb_correct 703 / 802 (87.66%)
20240908-10:06:24 wrote ae_000.pth
20240908-10:06:25 wrote ae_001.pth
20240908-10:06:26 wrote ae_002.pth
20240908-10:06:27 wrote ae_003.pth
20240908-10:06:27 wrote ae_004.pth
20240908-10:06:28 wrote ae_005.pth
20240908-10:06:29 wrote ae_006.pth
20240908-10:06:29 wrote ae_007.pth
20240908-10:06:30 wrote ae_008.pth
20240908-10:06:31 wrote ae_009.pth
20240908-10:06:31 epoch_duration 2min56s next_finish 10:09:27
20240908-10:06:31 wrote state.pth
20240908-10:06:31 --- epoch 464 ----------------------------------------
20240908-10:06:31 current_test_accuracies 0.9262 0.9238 0.9275 0.9289 0.9298 0.8766 0.9266 0.9272 0.9094 0.9314
20240908-10:06:31 time_train=85608 time_c_quizzes=0
20240908-10:06:31 no_c_quiz
20240908-10:06:31 training model 5 (accuracy 0.8765586018562317)
20240908-10:06:31 training model 8 (accuracy 0.9094387888908386)
20240908-10:08:35 train_loss 464 model 8 0.012963027035628329
20240908-10:08:35 train_loss 464 model 5 0.013834594633000961
20240908-10:08:37 test_loss 464 model 8 0.007798927147996437
20240908-10:08:37 test_loss 464 model 5 0.014309014272203057
20240908-10:09:16 test_accuracy 464 model 5 nb_correct 718 / 797 (90.09%)
20240908-10:09:23 test_accuracy 464 model 8 nb_correct 725 / 808 (89.73%)
20240908-10:09:24 wrote ae_000.pth
20240908-10:09:25 wrote ae_001.pth
20240908-10:09:26 wrote ae_002.pth
20240908-10:09:26 wrote ae_003.pth
20240908-10:09:27 wrote ae_004.pth
20240908-10:09:28 wrote ae_005.pth
20240908-10:09:28 wrote ae_006.pth
20240908-10:09:29 wrote ae_007.pth
20240908-10:09:30 wrote ae_008.pth
20240908-10:09:30 wrote ae_009.pth
20240908-10:09:30 epoch_duration 2min59s next_finish 10:12:30
20240908-10:09:30 wrote state.pth
20240908-10:09:30 --- epoch 465 ----------------------------------------
20240908-10:09:30 current_test_accuracies 0.9262 0.9238 0.9275 0.9289 0.9298 0.9009 0.9266 0.9272 0.8973 0.9314
20240908-10:09:30 time_train=85780 time_c_quizzes=0
20240908-10:09:30 no_c_quiz
20240908-10:09:30 training model 8 (accuracy 0.8972772359848022)
20240908-10:09:30 training model 5 (accuracy 0.9008783102035522)
20240908-10:11:35 train_loss 465 model 5 0.013013955050646474
20240908-10:11:35 train_loss 465 model 8 0.012976138618781987
20240908-10:11:37 test_loss 465 model 5 0.008317153687403333
20240908-10:11:37 test_loss 465 model 8 0.008806605723907523
20240908-10:12:14 test_accuracy 465 model 8 nb_correct 746 / 803 (92.90%)
20240908-10:12:15 test_accuracy 465 model 5 nb_correct 725 / 797 (90.97%)
20240908-10:12:16 wrote ae_000.pth
20240908-10:12:16 wrote ae_001.pth
20240908-10:12:17 wrote ae_002.pth
20240908-10:12:18 wrote ae_003.pth
20240908-10:12:18 wrote ae_004.pth
20240908-10:12:19 wrote ae_005.pth
20240908-10:12:20 wrote ae_006.pth
20240908-10:12:20 wrote ae_007.pth
20240908-10:12:21 wrote ae_008.pth
20240908-10:12:22 wrote ae_009.pth
20240908-10:12:22 epoch_duration 2min51s next_finish 10:15:13
20240908-10:12:22 wrote state.pth
20240908-10:12:22 --- epoch 466 ----------------------------------------
20240908-10:12:22 current_test_accuracies 0.9262 0.9238 0.9275 0.9289 0.9298 0.9097 0.9266 0.9272 0.9290 0.9314
20240908-10:12:22 time_train=85944 time_c_quizzes=0
20240908-10:12:22 no_c_quiz
20240908-10:12:22 training model 5 (accuracy 0.9096612334251404)
20240908-10:12:22 training model 1 (accuracy 0.9237611293792725)
20240908-10:14:27 train_loss 466 model 5 0.012609794153642724
20240908-10:14:27 train_loss 466 model 1 0.01233422212309597
20240908-10:14:28 test_loss 466 model 5 0.00737513132598906
20240908-10:14:28 test_loss 466 model 1 0.01122661918088852
20240908-10:15:05 test_accuracy 466 model 5 nb_correct 741 / 813 (91.14%)
20240908-10:15:11 test_accuracy 466 model 1 nb_correct 735 / 806 (91.19%)
20240908-10:15:12 wrote ae_000.pth
20240908-10:15:12 wrote ae_001.pth
20240908-10:15:13 wrote ae_002.pth
20240908-10:15:14 wrote ae_003.pth
20240908-10:15:14 wrote ae_004.pth
20240908-10:15:15 wrote ae_005.pth
20240908-10:15:16 wrote ae_006.pth
20240908-10:15:16 wrote ae_007.pth
20240908-10:15:17 wrote ae_008.pth
20240908-10:15:18 wrote ae_009.pth
20240908-10:15:18 epoch_duration 2min56s next_finish 10:18:14
20240908-10:15:18 wrote state.pth
20240908-10:15:18 --- epoch 467 ----------------------------------------
20240908-10:15:18 current_test_accuracies 0.9262 0.9119 0.9275 0.9289 0.9298 0.9114 0.9266 0.9272 0.9290 0.9314
20240908-10:15:18 time_train=86113 time_c_quizzes=0
20240908-10:15:18 no_c_quiz
20240908-10:15:18 training model 5 (accuracy 0.9114391207695007)
20240908-10:15:18 training model 1 (accuracy 0.9119106531143188)
20240908-10:17:22 train_loss 467 model 5 0.012791041011019843
20240908-10:17:22 train_loss 467 model 1 0.013538860275548358
20240908-10:17:24 test_loss 467 model 5 0.0070844049978404655
20240908-10:17:24 test_loss 467 model 1 0.009193806557414063
20240908-10:18:03 test_accuracy 467 model 5 nb_correct 757 / 814 (93.00%)
20240908-10:18:05 test_accuracy 467 model 1 nb_correct 736 / 794 (92.70%)
20240908-10:18:06 wrote ae_000.pth
20240908-10:18:07 wrote ae_001.pth
20240908-10:18:08 wrote ae_002.pth
20240908-10:18:08 wrote ae_003.pth
20240908-10:18:09 wrote ae_004.pth
20240908-10:18:10 wrote ae_005.pth
20240908-10:18:11 wrote ae_006.pth
20240908-10:18:11 wrote ae_007.pth
20240908-10:18:12 wrote ae_008.pth
20240908-10:18:13 wrote ae_009.pth
20240908-10:18:13 epoch_duration 2min54s next_finish 10:21:08
20240908-10:18:13 wrote state.pth
20240908-10:18:13 --- epoch 468 ----------------------------------------
20240908-10:18:13 current_test_accuracies 0.9262 0.9270 0.9275 0.9289 0.9298 0.9300 0.9266 0.9272 0.9290 0.9314
20240908-10:18:13 time_train=86280 time_c_quizzes=0
20240908-10:18:13 no_c_quiz
20240908-10:18:13 training model 0 (accuracy 0.9262086749076843)
20240908-10:18:13 training model 6 (accuracy 0.926616907119751)
20240908-10:20:17 train_loss 468 model 0 0.01313800809190434
20240908-10:20:18 train_loss 468 model 6 0.011755470009993586
20240908-10:20:19 test_loss 468 model 0 0.00919901307197506
20240908-10:20:19 test_loss 468 model 6 0.010656405506233568
20240908-10:21:01 test_accuracy 468 model 6 nb_correct 750 / 809 (92.71%)
20240908-10:21:02 test_accuracy 468 model 0 nb_correct 722 / 792 (91.16%)
20240908-10:21:03 wrote ae_000.pth
20240908-10:21:04 wrote ae_001.pth
20240908-10:21:04 wrote ae_002.pth
20240908-10:21:05 wrote ae_003.pth
20240908-10:21:06 wrote ae_004.pth
20240908-10:21:06 wrote ae_005.pth
20240908-10:21:07 wrote ae_006.pth
20240908-10:21:08 wrote ae_007.pth
20240908-10:21:08 wrote ae_008.pth
20240908-10:21:09 wrote ae_009.pth
20240908-10:21:09 epoch_duration 2min56s next_finish 10:24:06
20240908-10:21:09 wrote state.pth
20240908-10:21:09 --- epoch 469 ----------------------------------------
20240908-10:21:09 current_test_accuracies 0.9116 0.9270 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:21:09 time_train=86449 time_c_quizzes=0
20240908-10:21:09 no_c_quiz
20240908-10:21:09 training model 0 (accuracy 0.9116161465644836)
20240908-10:21:09 training model 1 (accuracy 0.9269521236419678)
20240908-10:23:14 train_loss 469 model 1 0.012720977552369731
20240908-10:23:14 train_loss 469 model 0 0.013050522307567007
20240908-10:23:16 test_loss 469 model 1 0.008910808325435938
20240908-10:23:16 test_loss 469 model 0 0.012714709533793212
20240908-10:23:53 test_accuracy 469 model 1 nb_correct 730 / 790 (92.41%)
20240908-10:23:58 test_accuracy 469 model 0 nb_correct 670 / 778 (86.12%)
20240908-10:23:59 wrote ae_000.pth
20240908-10:24:00 wrote ae_001.pth
20240908-10:24:01 wrote ae_002.pth
20240908-10:24:02 wrote ae_003.pth
20240908-10:24:02 wrote ae_004.pth
20240908-10:24:03 wrote ae_005.pth
20240908-10:24:04 wrote ae_006.pth
20240908-10:24:04 wrote ae_007.pth
20240908-10:24:05 wrote ae_008.pth
20240908-10:24:06 wrote ae_009.pth
20240908-10:24:06 epoch_duration 2min56s next_finish 10:27:03
20240908-10:24:06 wrote state.pth
20240908-10:24:06 --- epoch 470 ----------------------------------------
20240908-10:24:06 current_test_accuracies 0.8612 0.9241 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:24:06 time_train=86618 time_c_quizzes=0
20240908-10:24:06 no_c_quiz
20240908-10:24:06 training model 0 (accuracy 0.8611825108528137)
20240908-10:24:06 training model 1 (accuracy 0.9240506291389465)
20240908-10:26:11 train_loss 470 model 1 0.012310174954465765
20240908-10:26:11 train_loss 470 model 0 0.012739727044987376
20240908-10:26:12 test_loss 470 model 1 0.0071881912125491
20240908-10:26:12 test_loss 470 model 0 0.0075697737435461935
20240908-10:26:52 test_accuracy 470 model 0 nb_correct 726 / 791 (91.78%)
20240908-10:26:55 test_accuracy 470 model 1 nb_correct 703 / 790 (88.99%)
20240908-10:26:56 wrote ae_000.pth
20240908-10:26:56 wrote ae_001.pth
20240908-10:26:57 wrote ae_002.pth
20240908-10:26:58 wrote ae_003.pth
20240908-10:26:58 wrote ae_004.pth
20240908-10:26:59 wrote ae_005.pth
20240908-10:27:00 wrote ae_006.pth
20240908-10:27:00 wrote ae_007.pth
20240908-10:27:01 wrote ae_008.pth
20240908-10:27:02 wrote ae_009.pth
20240908-10:27:02 epoch_duration 2min55s next_finish 10:29:58
20240908-10:27:02 wrote state.pth
20240908-10:27:02 --- epoch 471 ----------------------------------------
20240908-10:27:02 current_test_accuracies 0.9178 0.8899 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:27:02 time_train=86787 time_c_quizzes=0
20240908-10:27:02 no_c_quiz
20240908-10:27:02 training model 1 (accuracy 0.8898734450340271)
20240908-10:27:02 training model 0 (accuracy 0.9178255200386047)
20240908-10:29:07 train_loss 471 model 1 0.01198473567927067
20240908-10:29:07 train_loss 471 model 0 0.011855996433259861
20240908-10:29:08 test_loss 471 model 1 0.010162612255862768
20240908-10:29:08 test_loss 471 model 0 0.013087750410977605
20240908-10:29:47 test_accuracy 471 model 0 nb_correct 720 / 784 (91.84%)
20240908-10:29:48 test_accuracy 471 model 1 nb_correct 698 / 766 (91.12%)
20240908-10:29:49 wrote ae_000.pth
20240908-10:29:50 wrote ae_001.pth
20240908-10:29:51 wrote ae_002.pth
20240908-10:29:51 wrote ae_003.pth
20240908-10:29:52 wrote ae_004.pth
20240908-10:29:53 wrote ae_005.pth
20240908-10:29:53 wrote ae_006.pth
20240908-10:29:54 wrote ae_007.pth
20240908-10:29:55 wrote ae_008.pth
20240908-10:29:55 wrote ae_009.pth
20240908-10:29:55 epoch_duration 2min53s next_finish 10:32:49
20240908-10:29:55 wrote state.pth
20240908-10:29:55 --- epoch 472 ----------------------------------------
20240908-10:29:55 current_test_accuracies 0.9184 0.9112 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:29:55 time_train=86953 time_c_quizzes=0
20240908-10:29:55 no_c_quiz
20240908-10:29:55 training model 1 (accuracy 0.9112271666526794)
20240908-10:29:55 training model 0 (accuracy 0.918367326259613)
20240908-10:32:00 train_loss 472 model 1 0.012908669444557746
20240908-10:32:00 train_loss 472 model 0 0.012257369707032922
20240908-10:32:02 test_loss 472 model 1 0.007992584816224734
20240908-10:32:02 test_loss 472 model 0 0.00941708735845168
20240908-10:32:37 test_accuracy 472 model 1 nb_correct 734 / 804 (91.29%)
20240908-10:32:40 test_accuracy 472 model 0 nb_correct 736 / 800 (92.00%)
20240908-10:32:41 wrote ae_000.pth
20240908-10:32:41 wrote ae_001.pth
20240908-10:32:42 wrote ae_002.pth
20240908-10:32:43 wrote ae_003.pth
20240908-10:32:43 wrote ae_004.pth
20240908-10:32:44 wrote ae_005.pth
20240908-10:32:45 wrote ae_006.pth
20240908-10:32:45 wrote ae_007.pth
20240908-10:32:46 wrote ae_008.pth
20240908-10:32:47 wrote ae_009.pth
20240908-10:32:47 epoch_duration 2min51s next_finish 10:35:38
20240908-10:32:47 wrote state.pth
20240908-10:32:47 --- epoch 473 ----------------------------------------
20240908-10:32:47 current_test_accuracies 0.9200 0.9129 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:32:47 time_train=87117 time_c_quizzes=0
20240908-10:32:47 no_c_quiz
20240908-10:32:47 training model 1 (accuracy 0.9129353165626526)
20240908-10:32:47 training model 0 (accuracy 0.9200000166893005)
20240908-10:34:51 train_loss 473 model 0 0.012874966119896272
20240908-10:34:51 train_loss 473 model 1 0.01137082393041237
20240908-10:34:53 test_loss 473 model 0 0.011380285204450048
20240908-10:34:53 test_loss 473 model 1 0.0075692941352144775
20240908-10:35:31 test_accuracy 473 model 1 nb_correct 738 / 783 (94.25%)
20240908-10:35:33 test_accuracy 473 model 0 nb_correct 737 / 791 (93.17%)
20240908-10:35:34 wrote ae_000.pth
20240908-10:35:34 wrote ae_001.pth
20240908-10:35:35 wrote ae_002.pth
20240908-10:35:36 wrote ae_003.pth
20240908-10:35:37 wrote ae_004.pth
20240908-10:35:37 wrote ae_005.pth
20240908-10:35:38 wrote ae_006.pth
20240908-10:35:39 wrote ae_007.pth
20240908-10:35:40 wrote ae_008.pth
20240908-10:35:40 wrote ae_009.pth
20240908-10:35:40 epoch_duration 2min53s next_finish 10:38:34
20240908-10:35:40 wrote state.pth
20240908-10:35:40 --- epoch 474 ----------------------------------------
20240908-10:35:40 current_test_accuracies 0.9317 0.9425 0.9275 0.9289 0.9298 0.9300 0.9271 0.9272 0.9290 0.9314
20240908-10:35:40 time_train=87283 time_c_quizzes=0
20240908-10:35:40 no_c_quiz
20240908-10:35:40 training model 6 (accuracy 0.9270704388618469)
20240908-10:35:40 training model 7 (accuracy 0.9272270798683167)
20240908-10:37:45 train_loss 474 model 7 0.012121022789637208
20240908-10:37:45 train_loss 474 model 6 0.011632856540592911
20240908-10:37:47 test_loss 474 model 7 0.0075934839297588045
20240908-10:37:47 test_loss 474 model 6 0.00920453599674147
20240908-10:38:25 test_accuracy 474 model 7 nb_correct 739 / 805 (91.80%)
20240908-10:38:26 test_accuracy 474 model 6 nb_correct 770 / 824 (93.45%)
20240908-10:38:26 wrote ae_000.pth
20240908-10:38:27 wrote ae_001.pth
20240908-10:38:28 wrote ae_002.pth
20240908-10:38:28 wrote ae_003.pth
20240908-10:38:29 wrote ae_004.pth
20240908-10:38:30 wrote ae_005.pth
20240908-10:38:31 wrote ae_006.pth
20240908-10:38:31 wrote ae_007.pth
20240908-10:38:32 wrote ae_008.pth
20240908-10:38:33 wrote ae_009.pth
20240908-10:38:33 epoch_duration 2min52s next_finish 10:41:25
20240908-10:38:33 wrote state.pth
20240908-10:38:33 --- epoch 475 ----------------------------------------
20240908-10:38:33 current_test_accuracies 0.9317 0.9425 0.9275 0.9289 0.9298 0.9300 0.9345 0.9180 0.9290 0.9314
20240908-10:38:33 time_train=87448 time_c_quizzes=0
20240908-10:38:33 no_c_quiz
20240908-10:38:33 training model 7 (accuracy 0.9180124402046204)
20240908-10:38:33 training model 2 (accuracy 0.9275362491607666)
20240908-10:40:38 train_loss 475 model 2 0.013094357745882008
20240908-10:40:38 train_loss 475 model 7 0.01272541003033257
20240908-10:40:39 test_loss 475 model 2 0.00996554936209577
20240908-10:40:39 test_loss 475 model 7 0.012306549581262516
20240908-10:41:19 test_accuracy 475 model 7 nb_correct 753 / 808 (93.19%)
20240908-10:41:25 test_accuracy 475 model 2 nb_correct 715 / 796 (89.82%)
20240908-10:41:26 wrote ae_000.pth
20240908-10:41:27 wrote ae_001.pth
20240908-10:41:27 wrote ae_002.pth
20240908-10:41:28 wrote ae_003.pth
20240908-10:41:29 wrote ae_004.pth
20240908-10:41:30 wrote ae_005.pth
20240908-10:41:30 wrote ae_006.pth
20240908-10:41:31 wrote ae_007.pth
20240908-10:41:32 wrote ae_008.pth
20240908-10:41:32 wrote ae_009.pth
20240908-10:41:32 epoch_duration 2min59s next_finish 10:44:32
20240908-10:41:32 wrote state.pth
20240908-10:41:32 --- epoch 476 ----------------------------------------
20240908-10:41:32 current_test_accuracies 0.9317 0.9425 0.8982 0.9289 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:41:32 time_train=87620 time_c_quizzes=0
20240908-10:41:32 no_c_quiz
20240908-10:41:32 training model 2 (accuracy 0.8982412219047546)
20240908-10:41:32 training model 3 (accuracy 0.9289340376853943)
20240908-10:43:37 train_loss 476 model 3 0.011968156783910671
20240908-10:43:37 train_loss 476 model 2 0.013426687470651814
20240908-10:43:38 test_loss 476 model 3 0.0063072568626409975
20240908-10:43:39 test_loss 476 model 2 0.01025700727500407
20240908-10:44:16 test_accuracy 476 model 3 nb_correct 738 / 824 (89.56%)
20240908-10:44:21 test_accuracy 476 model 2 nb_correct 740 / 804 (92.04%)
20240908-10:44:22 wrote ae_000.pth
20240908-10:44:23 wrote ae_001.pth
20240908-10:44:23 wrote ae_002.pth
20240908-10:44:24 wrote ae_003.pth
20240908-10:44:25 wrote ae_004.pth
20240908-10:44:25 wrote ae_005.pth
20240908-10:44:26 wrote ae_006.pth
20240908-10:44:27 wrote ae_007.pth
20240908-10:44:27 wrote ae_008.pth
20240908-10:44:28 wrote ae_009.pth
20240908-10:44:28 epoch_duration 2min55s next_finish 10:47:24
20240908-10:44:28 wrote state.pth
20240908-10:44:28 --- epoch 477 ----------------------------------------
20240908-10:44:28 current_test_accuracies 0.9317 0.9425 0.9204 0.8956 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:44:28 time_train=87788 time_c_quizzes=0
20240908-10:44:28 no_c_quiz
20240908-10:44:28 training model 3 (accuracy 0.8956310749053955)
20240908-10:44:28 training model 2 (accuracy 0.9203979969024658)
20240908-10:46:33 train_loss 477 model 2 0.013248044306383235
20240908-10:46:33 train_loss 477 model 3 0.010852211082446047
20240908-10:46:35 test_loss 477 model 2 0.010417299131722757
20240908-10:46:35 test_loss 477 model 3 0.011617037458199775
20240908-10:47:13 test_accuracy 477 model 3 nb_correct 751 / 812 (92.49%)
20240908-10:47:18 test_accuracy 477 model 2 nb_correct 722 / 780 (92.56%)
20240908-10:47:19 wrote ae_000.pth
20240908-10:47:20 wrote ae_001.pth
20240908-10:47:21 wrote ae_002.pth
20240908-10:47:22 wrote ae_003.pth
20240908-10:47:22 wrote ae_004.pth
20240908-10:47:23 wrote ae_005.pth
20240908-10:47:24 wrote ae_006.pth
20240908-10:47:24 wrote ae_007.pth
20240908-10:47:25 wrote ae_008.pth
20240908-10:47:26 wrote ae_009.pth
20240908-10:47:26 epoch_duration 2min57s next_finish 10:50:23
20240908-10:47:26 wrote state.pth
20240908-10:47:26 --- epoch 478 ----------------------------------------
20240908-10:47:26 current_test_accuracies 0.9317 0.9425 0.9256 0.9249 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:47:26 time_train=87958 time_c_quizzes=0
20240908-10:47:26 no_c_quiz
20240908-10:47:26 training model 3 (accuracy 0.924876868724823)
20240908-10:47:26 training model 2 (accuracy 0.9256410002708435)
20240908-10:49:31 train_loss 478 model 3 0.011050801600998967
20240908-10:49:31 train_loss 478 model 2 0.0131948121181631
20240908-10:49:32 test_loss 478 model 3 0.005319586070254445
20240908-10:49:32 test_loss 478 model 2 0.007940418986072473
20240908-10:50:08 test_accuracy 478 model 3 nb_correct 745 / 821 (90.74%)
20240908-10:50:14 test_accuracy 478 model 2 nb_correct 716 / 780 (91.79%)
20240908-10:50:15 wrote ae_000.pth
20240908-10:50:16 wrote ae_001.pth
20240908-10:50:16 wrote ae_002.pth
20240908-10:50:17 wrote ae_003.pth
20240908-10:50:18 wrote ae_004.pth
20240908-10:50:18 wrote ae_005.pth
20240908-10:50:19 wrote ae_006.pth
20240908-10:50:20 wrote ae_007.pth
20240908-10:50:20 wrote ae_008.pth
20240908-10:50:21 wrote ae_009.pth
20240908-10:50:21 epoch_duration 2min55s next_finish 10:53:16
20240908-10:50:21 wrote state.pth
20240908-10:50:21 --- epoch 479 ----------------------------------------
20240908-10:50:21 current_test_accuracies 0.9317 0.9425 0.9179 0.9074 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:50:21 time_train=88126 time_c_quizzes=0
20240908-10:50:21 no_c_quiz
20240908-10:50:21 training model 3 (accuracy 0.9074299931526184)
20240908-10:50:21 training model 2 (accuracy 0.9179487228393555)
20240908-10:52:26 train_loss 479 model 2 0.013781452316583455
20240908-10:52:26 train_loss 479 model 3 0.01182808924802157
20240908-10:52:27 test_loss 479 model 2 0.010359564689406398
20240908-10:52:27 test_loss 479 model 3 0.006902888194700552
20240908-10:53:07 test_accuracy 479 model 3 nb_correct 682 / 762 (89.50%)
20240908-10:53:07 test_accuracy 479 model 2 nb_correct 717 / 796 (90.08%)
20240908-10:53:08 wrote ae_000.pth
20240908-10:53:08 wrote ae_001.pth
20240908-10:53:09 wrote ae_002.pth
20240908-10:53:10 wrote ae_003.pth
20240908-10:53:11 wrote ae_004.pth
20240908-10:53:11 wrote ae_005.pth
20240908-10:53:12 wrote ae_006.pth
20240908-10:53:13 wrote ae_007.pth
20240908-10:53:13 wrote ae_008.pth
20240908-10:53:14 wrote ae_009.pth
20240908-10:53:14 epoch_duration 2min52s next_finish 10:56:07
20240908-10:53:14 wrote state.pth
20240908-10:53:14 --- epoch 480 ----------------------------------------
20240908-10:53:14 current_test_accuracies 0.9317 0.9425 0.9008 0.8950 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:53:14 time_train=88292 time_c_quizzes=0
20240908-10:53:14 no_c_quiz
20240908-10:53:14 training model 3 (accuracy 0.8950130939483643)
20240908-10:53:14 training model 2 (accuracy 0.9007537961006165)
20240908-10:55:19 train_loss 480 model 2 0.012581463743073982
20240908-10:55:19 train_loss 480 model 3 0.012065085711052234
20240908-10:55:20 test_loss 480 model 2 0.00955640168217542
20240908-10:55:20 test_loss 480 model 3 0.008626995830923079
20240908-10:55:59 test_accuracy 480 model 3 nb_correct 704 / 767 (91.79%)
20240908-10:56:02 test_accuracy 480 model 2 nb_correct 743 / 793 (93.69%)
20240908-10:56:03 wrote ae_000.pth
20240908-10:56:03 wrote ae_001.pth
20240908-10:56:04 wrote ae_002.pth
20240908-10:56:05 wrote ae_003.pth
20240908-10:56:06 wrote ae_004.pth
20240908-10:56:06 wrote ae_005.pth
20240908-10:56:07 wrote ae_006.pth
20240908-10:56:08 wrote ae_007.pth
20240908-10:56:09 wrote ae_008.pth
20240908-10:56:09 wrote ae_009.pth
20240908-10:56:09 epoch_duration 2min55s next_finish 10:59:04
20240908-10:56:09 wrote state.pth
20240908-10:56:09 --- epoch 481 ----------------------------------------
20240908-10:56:09 current_test_accuracies 0.9317 0.9425 0.9369 0.9179 0.9298 0.9300 0.9345 0.9319 0.9290 0.9314
20240908-10:56:09 time_train=88459 time_c_quizzes=0
20240908-10:56:09 no_c_quiz
20240908-10:56:09 training model 3 (accuracy 0.917861819267273)
20240908-10:56:09 training model 8 (accuracy 0.9290161728858948)
20240908-10:58:14 train_loss 481 model 3 0.011246697355749348
20240908-10:58:14 train_loss 481 model 8 0.013114688672838383
20240908-10:58:15 test_loss 481 model 3 0.006588770479311279
20240908-10:58:16 test_loss 481 model 8 0.013477007277774077
20240908-10:58:49 test_accuracy 481 model 3 nb_correct 754 / 824 (91.50%)
20240908-10:58:56 test_accuracy 481 model 8 nb_correct 743 / 808 (91.96%)
20240908-10:58:56 wrote ae_000.pth
20240908-10:58:57 wrote ae_001.pth
20240908-10:58:58 wrote ae_002.pth
20240908-10:58:58 wrote ae_003.pth
20240908-10:58:59 wrote ae_004.pth
20240908-10:59:00 wrote ae_005.pth
20240908-10:59:00 wrote ae_006.pth
20240908-10:59:01 wrote ae_007.pth
20240908-10:59:02 wrote ae_008.pth
20240908-10:59:02 wrote ae_009.pth
20240908-10:59:02 epoch_duration 2min53s next_finish 11:01:56
20240908-10:59:02 wrote state.pth
20240908-10:59:02 --- epoch 482 ----------------------------------------
20240908-10:59:02 current_test_accuracies 0.9317 0.9425 0.9369 0.9150 0.9298 0.9300 0.9345 0.9319 0.9196 0.9314
20240908-10:59:02 time_train=88625 time_c_quizzes=0
20240908-10:59:02 no_c_quiz
20240908-10:59:02 training model 3 (accuracy 0.9150485396385193)
20240908-10:59:02 training model 8 (accuracy 0.9195544719696045)
20240908-11:01:07 train_loss 482 model 3 0.01152207937843923
20240908-11:01:07 train_loss 482 model 8 0.012677423211942368
20240908-11:01:09 test_loss 482 model 3 0.010335077237436962
20240908-11:01:09 test_loss 482 model 8 0.013278708373763947
20240908-11:01:43 test_accuracy 482 model 3 nb_correct 729 / 801 (91.01%)
20240908-11:01:55 test_accuracy 482 model 8 nb_correct 717 / 805 (89.07%)
20240908-11:01:56 wrote ae_000.pth
20240908-11:01:57 wrote ae_001.pth
20240908-11:01:57 wrote ae_002.pth
20240908-11:01:58 wrote ae_003.pth
20240908-11:01:59 wrote ae_004.pth
20240908-11:01:59 wrote ae_005.pth
20240908-11:02:00 wrote ae_006.pth
20240908-11:02:01 wrote ae_007.pth
20240908-11:02:01 wrote ae_008.pth
20240908-11:02:02 wrote ae_009.pth
20240908-11:02:02 epoch_duration 2min59s next_finish 11:05:01
20240908-11:02:02 wrote state.pth
20240908-11:02:02 --- epoch 483 ----------------------------------------
20240908-11:02:02 current_test_accuracies 0.9317 0.9425 0.9369 0.9101 0.9298 0.9300 0.9345 0.9319 0.8907 0.9314
20240908-11:02:02 time_train=88797 time_c_quizzes=0
20240908-11:02:02 no_c_quiz
20240908-11:02:02 training model 8 (accuracy 0.8906832337379456)
20240908-11:02:02 training model 3 (accuracy 0.9101123809814453)
20240908-11:04:07 train_loss 483 model 8 0.012670712559920503
20240908-11:04:07 train_loss 483 model 3 0.010994014520972996
20240908-11:04:08 test_loss 483 model 8 0.008721031328241225
20240908-11:04:09 test_loss 483 model 3 0.009897644145212325
20240908-11:04:45 test_accuracy 483 model 8 nb_correct 741 / 803 (92.28%)
20240908-11:04:47 test_accuracy 483 model 3 nb_correct 748 / 806 (92.80%)
20240908-11:04:47 wrote ae_000.pth
20240908-11:04:48 wrote ae_001.pth
20240908-11:04:49 wrote ae_002.pth
20240908-11:04:50 wrote ae_003.pth
20240908-11:04:50 wrote ae_004.pth
20240908-11:04:51 wrote ae_005.pth
20240908-11:04:52 wrote ae_006.pth
20240908-11:04:52 wrote ae_007.pth
20240908-11:04:53 wrote ae_008.pth
20240908-11:04:54 wrote ae_009.pth
20240908-11:04:54 epoch_duration 2min51s next_finish 11:07:45
20240908-11:04:54 wrote state.pth
20240908-11:04:54 --- epoch 484 ----------------------------------------
20240908-11:04:54 current_test_accuracies 0.9317 0.9425 0.9369 0.9280 0.9298 0.9300 0.9345 0.9319 0.9228 0.9314
20240908-11:04:54 time_train=88961 time_c_quizzes=0
20240908-11:04:54 no_c_quiz
20240908-11:04:54 training model 8 (accuracy 0.9227895140647888)
20240908-11:04:54 training model 3 (accuracy 0.9280397295951843)
20240908-11:06:59 train_loss 484 model 8 0.012652133958348714
20240908-11:06:59 train_loss 484 model 3 0.011301971646062156
20240908-11:07:00 test_loss 484 model 8 0.008217196740406506
20240908-11:07:00 test_loss 484 model 3 0.010331982156276353
20240908-11:07:36 test_accuracy 484 model 3 nb_correct 742 / 812 (91.38%)
20240908-11:07:37 test_accuracy 484 model 8 nb_correct 737 / 805 (91.55%)
20240908-11:07:38 wrote ae_000.pth
20240908-11:07:38 wrote ae_001.pth
20240908-11:07:39 wrote ae_002.pth
20240908-11:07:40 wrote ae_003.pth
20240908-11:07:40 wrote ae_004.pth
20240908-11:07:41 wrote ae_005.pth
20240908-11:07:42 wrote ae_006.pth
20240908-11:07:42 wrote ae_007.pth
20240908-11:07:43 wrote ae_008.pth
20240908-11:07:44 wrote ae_009.pth
20240908-11:07:44 epoch_duration 2min50s next_finish 11:10:34
20240908-11:07:44 wrote state.pth
20240908-11:07:44 --- epoch 485 ----------------------------------------
20240908-11:07:44 current_test_accuracies 0.9317 0.9425 0.9369 0.9138 0.9298 0.9300 0.9345 0.9319 0.9155 0.9314
20240908-11:07:44 time_train=89124 time_c_quizzes=0
20240908-11:07:44 no_c_quiz
20240908-11:07:44 training model 3 (accuracy 0.9137930870056152)
20240908-11:07:44 training model 8 (accuracy 0.9155279397964478)
20240908-11:09:49 train_loss 485 model 8 0.012391133139404702
20240908-11:09:49 train_loss 485 model 3 0.01147773034625061
20240908-11:09:50 test_loss 485 model 8 0.009355043920822936
20240908-11:09:50 test_loss 485 model 3 0.008005806809342176
20240908-11:10:27 test_accuracy 485 model 3 nb_correct 743 / 814 (91.28%)
20240908-11:10:29 test_accuracy 485 model 8 nb_correct 739 / 808 (91.46%)
20240908-11:10:30 wrote ae_000.pth
20240908-11:10:31 wrote ae_001.pth
20240908-11:10:31 wrote ae_002.pth
20240908-11:10:32 wrote ae_003.pth
20240908-11:10:33 wrote ae_004.pth
20240908-11:10:33 wrote ae_005.pth
20240908-11:10:34 wrote ae_006.pth
20240908-11:10:35 wrote ae_007.pth
20240908-11:10:35 wrote ae_008.pth
20240908-11:10:36 wrote ae_009.pth
20240908-11:10:36 epoch_duration 2min52s next_finish 11:13:28
20240908-11:10:36 wrote state.pth
20240908-11:10:36 --- epoch 486 ----------------------------------------
20240908-11:10:36 current_test_accuracies 0.9317 0.9425 0.9369 0.9128 0.9298 0.9300 0.9345 0.9319 0.9146 0.9314
20240908-11:10:36 time_train=89289 time_c_quizzes=0
20240908-11:10:36 no_c_quiz
20240908-11:10:36 training model 3 (accuracy 0.9127764105796814)
20240908-11:10:36 training model 8 (accuracy 0.9146039485931396)
20240908-11:12:41 train_loss 486 model 3 0.011173327913766115
20240908-11:12:41 train_loss 486 model 8 0.013228154105032445
20240908-11:12:42 test_loss 486 model 3 0.007608137901604551
20240908-11:12:42 test_loss 486 model 8 0.010596507728155301
20240908-11:13:17 test_accuracy 486 model 3 nb_correct 725 / 796 (91.08%)
20240908-11:13:22 test_accuracy 486 model 8 nb_correct 716 / 802 (89.28%)
20240908-11:13:22 wrote ae_000.pth
20240908-11:13:23 wrote ae_001.pth
20240908-11:13:24 wrote ae_002.pth
20240908-11:13:24 wrote ae_003.pth
20240908-11:13:25 wrote ae_004.pth
20240908-11:13:26 wrote ae_005.pth
20240908-11:13:27 wrote ae_006.pth
20240908-11:13:27 wrote ae_007.pth
20240908-11:13:28 wrote ae_008.pth
20240908-11:13:29 wrote ae_009.pth
20240908-11:13:29 epoch_duration 2min52s next_finish 11:16:21
20240908-11:13:29 wrote state.pth
20240908-11:13:29 --- epoch 487 ----------------------------------------
20240908-11:13:29 current_test_accuracies 0.9317 0.9425 0.9369 0.9108 0.9298 0.9300 0.9345 0.9319 0.8928 0.9314
20240908-11:13:29 time_train=89454 time_c_quizzes=0
20240908-11:13:29 no_c_quiz
20240908-11:13:29 training model 8 (accuracy 0.8927680850028992)
20240908-11:13:29 training model 3 (accuracy 0.910804033279419)
20240908-11:15:34 train_loss 487 model 8 0.012553632667128114
20240908-11:15:34 train_loss 487 model 3 0.011416935245351851
20240908-11:15:35 test_loss 487 model 8 0.009481662551172576
20240908-11:15:35 test_loss 487 model 3 0.00857253273910601
20240908-11:16:13 test_accuracy 487 model 8 nb_correct 745 / 792 (94.07%)
20240908-11:16:14 test_accuracy 487 model 3 nb_correct 714 / 802 (89.03%)
20240908-11:16:15 wrote ae_000.pth
20240908-11:16:16 wrote ae_001.pth
20240908-11:16:16 wrote ae_002.pth
20240908-11:16:17 wrote ae_003.pth
20240908-11:16:18 wrote ae_004.pth
20240908-11:16:19 wrote ae_005.pth
20240908-11:16:19 wrote ae_006.pth
20240908-11:16:20 wrote ae_007.pth
20240908-11:16:21 wrote ae_008.pth
20240908-11:16:21 wrote ae_009.pth
20240908-11:16:21 epoch_duration 2min52s next_finish 11:19:14
20240908-11:16:21 wrote state.pth
20240908-11:16:21 --- epoch 488 ----------------------------------------
20240908-11:16:21 current_test_accuracies 0.9317 0.9425 0.9369 0.8903 0.9298 0.9300 0.9345 0.9319 0.9407 0.9314
20240908-11:16:21 time_train=89619 time_c_quizzes=0
20240908-11:16:21 no_c_quiz
20240908-11:16:21 training model 3 (accuracy 0.8902742862701416)
20240908-11:16:21 training model 4 (accuracy 0.9298029541969299)
20240908-11:18:26 train_loss 488 model 4 0.012097870293207962
20240908-11:18:26 train_loss 488 model 3 0.011895532161928714
20240908-11:18:28 test_loss 488 model 4 0.009889537076560373
20240908-11:18:28 test_loss 488 model 3 0.009548826122958686
20240908-11:19:01 test_accuracy 488 model 3 nb_correct 737 / 809 (91.10%)
20240908-11:19:03 test_accuracy 488 model 4 nb_correct 738 / 793 (93.06%)
20240908-11:19:04 wrote ae_000.pth
20240908-11:19:04 wrote ae_001.pth
20240908-11:19:05 wrote ae_002.pth
20240908-11:19:06 wrote ae_003.pth
20240908-11:19:06 wrote ae_004.pth
20240908-11:19:07 wrote ae_005.pth
20240908-11:19:08 wrote ae_006.pth
20240908-11:19:08 wrote ae_007.pth
20240908-11:19:09 wrote ae_008.pth
20240908-11:19:10 wrote ae_009.pth
20240908-11:19:10 epoch_duration 2min48s next_finish 11:21:58
20240908-11:19:10 wrote state.pth
20240908-11:19:10 --- epoch 489 ----------------------------------------
20240908-11:19:10 current_test_accuracies 0.9317 0.9425 0.9369 0.9110 0.9306 0.9300 0.9345 0.9319 0.9407 0.9314
20240908-11:19:10 time_train=89780 time_c_quizzes=0
20240908-11:19:10 no_c_quiz
20240908-11:19:10 training model 3 (accuracy 0.9110012650489807)
20240908-11:19:10 training model 5 (accuracy 0.9299754500389099)
20240908-11:21:15 train_loss 489 model 3 0.01077040620144544
20240908-11:21:15 train_loss 489 model 5 0.012339423100180283
20240908-11:21:16 test_loss 489 model 3 0.010910667920114747
20240908-11:21:16 test_loss 489 model 5 0.008220175934184226
20240908-11:21:50 test_accuracy 489 model 3 nb_correct 715 / 800 (89.38%)
20240908-11:21:55 test_accuracy 489 model 5 nb_correct 732 / 799 (91.61%)
20240908-11:21:55 wrote ae_000.pth
20240908-11:21:56 wrote ae_001.pth
20240908-11:21:57 wrote ae_002.pth
20240908-11:21:58 wrote ae_003.pth
20240908-11:21:58 wrote ae_004.pth
20240908-11:21:59 wrote ae_005.pth
20240908-11:22:00 wrote ae_006.pth
20240908-11:22:00 wrote ae_007.pth
20240908-11:22:01 wrote ae_008.pth
20240908-11:22:02 wrote ae_009.pth
20240908-11:22:02 epoch_duration 2min51s next_finish 11:24:53
20240908-11:22:02 wrote state.pth
20240908-11:22:02 --- epoch 490 ----------------------------------------
20240908-11:22:02 current_test_accuracies 0.9317 0.9425 0.9369 0.8938 0.9306 0.9161 0.9345 0.9319 0.9407 0.9314
20240908-11:22:02 time_train=89944 time_c_quizzes=0
20240908-11:22:02 no_c_quiz
20240908-11:22:02 training model 3 (accuracy 0.893750011920929)
20240908-11:22:02 training model 5 (accuracy 0.9161452054977417)
20240908-11:24:06 train_loss 490 model 3 0.01150422661443099
20240908-11:24:06 train_loss 490 model 5 0.012889296645571448
20240908-11:24:08 test_loss 490 model 3 0.009516028837526846
20240908-11:24:08 test_loss 490 model 5 0.00855732044224169
20240908-11:24:45 test_accuracy 490 model 3 nb_correct 747 / 800 (93.38%)
20240908-11:24:46 test_accuracy 490 model 5 nb_correct 684 / 777 (88.03%)
20240908-11:24:47 wrote ae_000.pth
20240908-11:24:48 wrote ae_001.pth
20240908-11:24:48 wrote ae_002.pth
20240908-11:24:49 wrote ae_003.pth
20240908-11:24:50 wrote ae_004.pth
20240908-11:24:50 wrote ae_005.pth
20240908-11:24:51 wrote ae_006.pth
20240908-11:24:52 wrote ae_007.pth
20240908-11:24:53 wrote ae_008.pth
20240908-11:24:53 wrote ae_009.pth
20240908-11:24:53 epoch_duration 2min51s next_finish 11:27:45
20240908-11:24:53 wrote state.pth
20240908-11:24:53 --- epoch 491 ----------------------------------------
20240908-11:24:53 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9306 0.8803 0.9345 0.9319 0.9407 0.9314
20240908-11:24:53 time_train=90108 time_c_quizzes=0
20240908-11:24:53 no_c_quiz
20240908-11:24:53 training model 5 (accuracy 0.8803088665008545)
20240908-11:24:53 training model 4 (accuracy 0.9306431412696838)
20240908-11:26:58 train_loss 491 model 4 0.011908370565393853
20240908-11:26:58 train_loss 491 model 5 0.012524122151851771
20240908-11:27:00 test_loss 491 model 4 0.01092492831958225
20240908-11:27:00 test_loss 491 model 5 0.012415666662855073
20240908-11:27:41 test_accuracy 491 model 5 nb_correct 691 / 766 (90.21%)
20240908-11:27:42 test_accuracy 491 model 4 nb_correct 726 / 797 (91.09%)
20240908-11:27:43 wrote ae_000.pth
20240908-11:27:44 wrote ae_001.pth
20240908-11:27:45 wrote ae_002.pth
20240908-11:27:46 wrote ae_003.pth
20240908-11:27:46 wrote ae_004.pth
20240908-11:27:47 wrote ae_005.pth
20240908-11:27:48 wrote ae_006.pth
20240908-11:27:48 wrote ae_007.pth
20240908-11:27:49 wrote ae_008.pth
20240908-11:27:50 wrote ae_009.pth
20240908-11:27:50 epoch_duration 2min56s next_finish 11:30:46
20240908-11:27:50 wrote state.pth
20240908-11:27:50 --- epoch 492 ----------------------------------------
20240908-11:27:50 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9109 0.9021 0.9345 0.9319 0.9407 0.9314
20240908-11:27:50 time_train=90276 time_c_quizzes=0
20240908-11:27:50 no_c_quiz
20240908-11:27:50 training model 5 (accuracy 0.9020887613296509)
20240908-11:27:50 training model 4 (accuracy 0.9109159111976624)
20240908-11:29:54 train_loss 492 model 5 0.013100475792365614
20240908-11:29:55 train_loss 492 model 4 0.01182636350552275
20240908-11:29:56 test_loss 492 model 5 0.0076628979791166785
20240908-11:29:56 test_loss 492 model 4 0.005948887118904622
20240908-11:30:30 test_accuracy 492 model 4 nb_correct 732 / 809 (90.48%)
20240908-11:30:32 test_accuracy 492 model 5 nb_correct 708 / 787 (89.96%)
20240908-11:30:33 wrote ae_000.pth
20240908-11:30:34 wrote ae_001.pth
20240908-11:30:34 wrote ae_002.pth
20240908-11:30:35 wrote ae_003.pth
20240908-11:30:36 wrote ae_004.pth
20240908-11:30:37 wrote ae_005.pth
20240908-11:30:37 wrote ae_006.pth
20240908-11:30:38 wrote ae_007.pth
20240908-11:30:39 wrote ae_008.pth
20240908-11:30:39 wrote ae_009.pth
20240908-11:30:39 epoch_duration 2min49s next_finish 11:33:29
20240908-11:30:39 wrote state.pth
20240908-11:30:39 --- epoch 493 ----------------------------------------
20240908-11:30:39 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9048 0.8996 0.9345 0.9319 0.9407 0.9314
20240908-11:30:39 time_train=90438 time_c_quizzes=0
20240908-11:30:39 no_c_quiz
20240908-11:30:39 training model 5 (accuracy 0.8996188044548035)
20240908-11:30:39 training model 4 (accuracy 0.9048207402229309)
20240908-11:32:44 train_loss 493 model 4 0.012286908735910401
20240908-11:32:44 train_loss 493 model 5 0.013079399283858947
20240908-11:32:46 test_loss 493 model 4 0.009668604022880344
20240908-11:32:46 test_loss 493 model 5 0.008240973175225009
20240908-11:33:23 test_accuracy 493 model 5 nb_correct 720 / 791 (91.02%)
20240908-11:33:25 test_accuracy 493 model 4 nb_correct 714 / 791 (90.27%)
20240908-11:33:25 wrote ae_000.pth
20240908-11:33:26 wrote ae_001.pth
20240908-11:33:27 wrote ae_002.pth
20240908-11:33:27 wrote ae_003.pth
20240908-11:33:28 wrote ae_004.pth
20240908-11:33:29 wrote ae_005.pth
20240908-11:33:29 wrote ae_006.pth
20240908-11:33:30 wrote ae_007.pth
20240908-11:33:31 wrote ae_008.pth
20240908-11:33:32 wrote ae_009.pth
20240908-11:33:32 epoch_duration 2min52s next_finish 11:36:24
20240908-11:33:32 wrote state.pth
20240908-11:33:32 --- epoch 494 ----------------------------------------
20240908-11:33:32 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9027 0.9102 0.9345 0.9319 0.9407 0.9314
20240908-11:33:32 time_train=90603 time_c_quizzes=0
20240908-11:33:32 no_c_quiz
20240908-11:33:32 training model 4 (accuracy 0.9026548862457275)
20240908-11:33:32 training model 5 (accuracy 0.9102401733398438)
20240908-11:35:37 train_loss 494 model 5 0.01255877495517052
20240908-11:35:37 train_loss 494 model 4 0.011643002417375101
20240908-11:35:38 test_loss 494 model 5 0.00991541813400545
20240908-11:35:38 test_loss 494 model 4 0.008872331480347384
20240908-11:36:17 test_accuracy 494 model 4 nb_correct 705 / 786 (89.69%)
20240908-11:36:19 test_accuracy 494 model 5 nb_correct 728 / 804 (90.55%)
20240908-11:36:20 wrote ae_000.pth
20240908-11:36:21 wrote ae_001.pth
20240908-11:36:21 wrote ae_002.pth
20240908-11:36:22 wrote ae_003.pth
20240908-11:36:23 wrote ae_004.pth
20240908-11:36:23 wrote ae_005.pth
20240908-11:36:24 wrote ae_006.pth
20240908-11:36:25 wrote ae_007.pth
20240908-11:36:25 wrote ae_008.pth
20240908-11:36:26 wrote ae_009.pth
20240908-11:36:26 epoch_duration 2min54s next_finish 11:39:21
20240908-11:36:26 wrote state.pth
20240908-11:36:26 --- epoch 495 ----------------------------------------
20240908-11:36:26 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.8969 0.9055 0.9345 0.9319 0.9407 0.9314
20240908-11:36:26 time_train=90770 time_c_quizzes=0
20240908-11:36:26 no_c_quiz
20240908-11:36:26 training model 4 (accuracy 0.8969465494155884)
20240908-11:36:26 training model 5 (accuracy 0.9054726362228394)
20240908-11:38:31 train_loss 495 model 4 0.011908231628458452
20240908-11:38:31 train_loss 495 model 5 0.013031715130251541
20240908-11:38:33 test_loss 495 model 4 0.009297260508174077
20240908-11:38:33 test_loss 495 model 5 0.00721412309563334
20240908-11:39:09 test_accuracy 495 model 4 nb_correct 713 / 769 (92.72%)
20240908-11:39:11 test_accuracy 495 model 5 nb_correct 736 / 804 (91.54%)
20240908-11:39:11 wrote ae_000.pth
20240908-11:39:12 wrote ae_001.pth
20240908-11:39:13 wrote ae_002.pth
20240908-11:39:13 wrote ae_003.pth
20240908-11:39:14 wrote ae_004.pth
20240908-11:39:15 wrote ae_005.pth
20240908-11:39:15 wrote ae_006.pth
20240908-11:39:16 wrote ae_007.pth
20240908-11:39:17 wrote ae_008.pth
20240908-11:39:17 wrote ae_009.pth
20240908-11:39:17 epoch_duration 2min51s next_finish 11:42:09
20240908-11:39:17 wrote state.pth
20240908-11:39:17 --- epoch 496 ----------------------------------------
20240908-11:39:17 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9272 0.9154 0.9345 0.9319 0.9407 0.9314
20240908-11:39:17 time_train=90934 time_c_quizzes=0
20240908-11:39:17 no_c_quiz
20240908-11:39:17 training model 5 (accuracy 0.9154228568077087)
20240908-11:39:17 training model 4 (accuracy 0.927178144454956)
20240908-11:41:22 train_loss 496 model 5 0.012761419089292758
20240908-11:41:22 train_loss 496 model 4 0.011828289639950525
20240908-11:41:24 test_loss 496 model 5 0.01042567025660901
20240908-11:41:24 test_loss 496 model 4 0.012537896494541201
20240908-11:42:04 test_accuracy 496 model 4 nb_correct 750 / 798 (93.98%)
20240908-11:42:06 test_accuracy 496 model 5 nb_correct 723 / 794 (91.06%)
20240908-11:42:06 wrote ae_000.pth
20240908-11:42:07 wrote ae_001.pth
20240908-11:42:08 wrote ae_002.pth
20240908-11:42:08 wrote ae_003.pth
20240908-11:42:09 wrote ae_004.pth
20240908-11:42:10 wrote ae_005.pth
20240908-11:42:10 wrote ae_006.pth
20240908-11:42:11 wrote ae_007.pth
20240908-11:42:12 wrote ae_008.pth
20240908-11:42:12 wrote ae_009.pth
20240908-11:42:12 epoch_duration 2min55s next_finish 11:45:08
20240908-11:42:12 wrote state.pth
20240908-11:42:12 --- epoch 497 ----------------------------------------
20240908-11:42:12 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9398 0.9106 0.9345 0.9319 0.9407 0.9314
20240908-11:42:12 time_train=91102 time_c_quizzes=0
20240908-11:42:12 no_c_quiz
20240908-11:42:12 training model 5 (accuracy 0.9105793237686157)
20240908-11:42:12 training model 9 (accuracy 0.9313849806785583)
20240908-11:44:17 train_loss 497 model 5 0.01338442882119125
20240908-11:44:17 train_loss 497 model 9 0.012583730542781267
20240908-11:44:19 test_loss 497 model 5 0.008747305049109855
20240908-11:44:19 test_loss 497 model 9 0.007624321112598409
20240908-11:44:56 test_accuracy 497 model 9 nb_correct 720 / 803 (89.66%)
20240908-11:44:56 test_accuracy 497 model 5 nb_correct 717 / 770 (93.12%)
20240908-11:44:57 wrote ae_000.pth
20240908-11:44:58 wrote ae_001.pth
20240908-11:44:59 wrote ae_002.pth
20240908-11:44:59 wrote ae_003.pth
20240908-11:45:00 wrote ae_004.pth
20240908-11:45:01 wrote ae_005.pth
20240908-11:45:01 wrote ae_006.pth
20240908-11:45:02 wrote ae_007.pth
20240908-11:45:03 wrote ae_008.pth
20240908-11:45:03 wrote ae_009.pth
20240908-11:45:03 epoch_duration 2min50s next_finish 11:47:54
20240908-11:45:03 wrote state.pth
20240908-11:45:03 --- epoch 498 ----------------------------------------
20240908-11:45:03 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9398 0.9312 0.9345 0.9319 0.9407 0.8966
20240908-11:45:03 time_train=91265 time_c_quizzes=0
20240908-11:45:03 no_c_quiz
20240908-11:45:03 training model 9 (accuracy 0.8966376185417175)
20240908-11:45:03 training model 5 (accuracy 0.9311688542366028)
20240908-11:47:08 train_loss 498 model 9 0.012479440643452107
20240908-11:47:08 train_loss 498 model 5 0.012876645047421335
20240908-11:47:10 test_loss 498 model 9 0.010049027447496427
20240908-11:47:10 test_loss 498 model 5 0.012058409306365547
20240908-11:47:51 test_accuracy 498 model 5 nb_correct 745 / 816 (91.30%)
20240908-11:47:53 test_accuracy 498 model 9 nb_correct 711 / 766 (92.82%)
20240908-11:47:54 wrote ae_000.pth
20240908-11:47:55 wrote ae_001.pth
20240908-11:47:56 wrote ae_002.pth
20240908-11:47:57 wrote ae_003.pth
20240908-11:47:57 wrote ae_004.pth
20240908-11:47:58 wrote ae_005.pth
20240908-11:47:59 wrote ae_006.pth
20240908-11:48:00 wrote ae_007.pth
20240908-11:48:00 wrote ae_008.pth
20240908-11:48:01 wrote ae_009.pth
20240908-11:48:01 epoch_duration 2min57s next_finish 11:50:59
20240908-11:48:01 wrote state.pth
20240908-11:48:01 --- epoch 499 ----------------------------------------
20240908-11:48:01 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9398 0.9130 0.9345 0.9319 0.9407 0.9282
20240908-11:48:01 time_train=91435 time_c_quizzes=0
20240908-11:48:01 no_c_quiz
20240908-11:48:01 training model 5 (accuracy 0.9129902124404907)
20240908-11:48:01 training model 9 (accuracy 0.9281984567642212)
20240908-11:50:06 train_loss 499 model 9 0.01223660910288163
20240908-11:50:06 train_loss 499 model 5 0.012874753248819615
20240908-11:50:07 test_loss 499 model 9 0.011419230090541532
20240908-11:50:07 test_loss 499 model 5 0.009773932532698381
20240908-11:50:47 test_accuracy 499 model 5 nb_correct 756 / 817 (92.53%)
20240908-11:50:53 test_accuracy 499 model 9 nb_correct 724 / 802 (90.27%)
20240908-11:50:53 wrote ae_000.pth
20240908-11:50:54 wrote ae_001.pth
20240908-11:50:55 wrote ae_002.pth
20240908-11:50:56 wrote ae_003.pth
20240908-11:50:56 wrote ae_004.pth
20240908-11:50:57 wrote ae_005.pth
20240908-11:50:58 wrote ae_006.pth
20240908-11:50:58 wrote ae_007.pth
20240908-11:50:59 wrote ae_008.pth
20240908-11:51:00 wrote ae_009.pth
20240908-11:51:00 epoch_duration 2min58s next_finish 11:53:58
20240908-11:51:00 wrote state.pth
20240908-11:51:00 --- epoch 500 ----------------------------------------
20240908-11:51:00 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9398 0.9253 0.9345 0.9319 0.9407 0.9027
20240908-11:51:00 time_train=91606 time_c_quizzes=0
20240908-11:51:00 no_c_quiz
20240908-11:51:00 training model 9 (accuracy 0.9027431607246399)
20240908-11:51:00 training model 5 (accuracy 0.9253365993499756)
20240908-11:53:04 train_loss 500 model 9 0.012958882881692262
20240908-11:53:05 train_loss 500 model 5 0.012184154798385862
20240908-11:53:06 test_loss 500 model 9 0.009074786991095606
20240908-11:53:06 test_loss 500 model 5 0.009827457159917685
20240908-11:53:44 test_accuracy 500 model 9 nb_correct 750 / 795 (94.34%)
20240908-11:53:44 test_accuracy 500 model 5 nb_correct 760 / 800 (95.00%)
20240908-11:53:45 wrote ae_000.pth
20240908-11:53:46 wrote ae_001.pth
20240908-11:53:47 wrote ae_002.pth
20240908-11:53:47 wrote ae_003.pth
20240908-11:53:48 wrote ae_004.pth
20240908-11:53:49 wrote ae_005.pth
20240908-11:53:49 wrote ae_006.pth
20240908-11:53:50 wrote ae_007.pth
20240908-11:53:51 wrote ae_008.pth
20240908-11:53:51 wrote ae_009.pth
20240908-11:53:51 epoch_duration 2min51s next_finish 11:56:43
20240908-11:53:51 wrote state.pth
20240908-11:53:51 --- epoch 501 ----------------------------------------
20240908-11:53:51 current_test_accuracies 0.9317 0.9425 0.9369 0.9337 0.9398 0.9500 0.9345 0.9319 0.9407 0.9434
20240908-11:53:51 time_train=91770 time_c_quizzes=0
20240908-11:53:51 no_c_quiz
20240908-11:53:51 training model 0 (accuracy 0.9317319989204407)
20240908-11:53:51 training model 7 (accuracy 0.9319307208061218)
20240908-11:55:56 train_loss 501 model 7 0.012750840745786264
20240908-11:55:56 train_loss 501 model 0 0.013223162598107591
20240908-11:55:58 test_loss 501 model 7 0.007343734391270118
20240908-11:55:58 test_loss 501 model 0 0.006571932123915758
20240908-11:56:38 test_accuracy 501 model 7 nb_correct 716 / 780 (91.79%)
20240908-11:56:39 test_accuracy 501 model 0 nb_correct 756 / 799 (94.62%)
20240908-11:56:39 wrote ae_000.pth
20240908-11:56:40 wrote ae_001.pth
20240908-11:56:41 wrote ae_002.pth
20240908-11:56:41 wrote ae_003.pth
20240908-11:56:42 wrote ae_004.pth
20240908-11:56:43 wrote ae_005.pth
20240908-11:56:43 wrote ae_006.pth
20240908-11:56:44 wrote ae_007.pth
20240908-11:56:45 wrote ae_008.pth
20240908-11:56:45 wrote ae_009.pth
20240908-11:56:45 epoch_duration 2min54s next_finish 11:59:40
20240908-11:56:45 wrote state.pth
20240908-11:56:45 --- epoch 502 ----------------------------------------
20240908-11:56:45 current_test_accuracies 0.9462 0.9425 0.9369 0.9337 0.9398 0.9500 0.9345 0.9179 0.9407 0.9434
20240908-11:56:45 time_train=91937 time_c_quizzes=0
20240908-11:56:45 no_c_quiz
20240908-11:56:45 training model 7 (accuracy 0.9179487228393555)
20240908-11:56:45 training model 3 (accuracy 0.9337499737739563)
20240908-11:58:50 train_loss 502 model 3 0.010967127084717504
20240908-11:58:50 train_loss 502 model 7 0.012826815143489512
20240908-11:58:52 test_loss 502 model 3 0.006363566391448217
20240908-11:58:52 test_loss 502 model 7 0.009827932933330886
20240908-11:59:30 test_accuracy 502 model 3 nb_correct 708 / 779 (90.89%)
20240908-11:59:31 test_accuracy 502 model 7 nb_correct 752 / 801 (93.88%)
20240908-11:59:32 wrote ae_000.pth
20240908-11:59:32 wrote ae_001.pth
20240908-11:59:33 wrote ae_002.pth
20240908-11:59:34 wrote ae_003.pth
20240908-11:59:34 wrote ae_004.pth
20240908-11:59:35 wrote ae_005.pth
20240908-11:59:36 wrote ae_006.pth
20240908-11:59:36 wrote ae_007.pth
20240908-11:59:37 wrote ae_008.pth
20240908-11:59:38 wrote ae_009.pth
20240908-11:59:38 epoch_duration 2min52s next_finish 12:02:30
20240908-11:59:38 wrote state.pth
20240908-11:59:38 --- epoch 503 ----------------------------------------
20240908-11:59:38 current_test_accuracies 0.9462 0.9425 0.9369 0.9089 0.9398 0.9500 0.9345 0.9388 0.9407 0.9434
20240908-11:59:38 time_train=92102 time_c_quizzes=0
20240908-11:59:38 no_c_quiz
20240908-11:59:38 training model 3 (accuracy 0.908857524394989)
20240908-11:59:38 training model 6 (accuracy 0.9344660043716431)
20240908-12:01:42 train_loss 503 model 3 0.011341565187518428
20240908-12:01:42 train_loss 503 model 6 0.011892011680611176
20240908-12:01:44 test_loss 503 model 3 0.008868805199472262
20240908-12:01:44 test_loss 503 model 6 0.008703639713212396
20240908-12:02:17 test_accuracy 503 model 3 nb_correct 722 / 782 (92.33%)
20240908-12:02:20 test_accuracy 503 model 6 nb_correct 744 / 802 (92.77%)
20240908-12:02:21 wrote ae_000.pth
20240908-12:02:22 wrote ae_001.pth
20240908-12:02:22 wrote ae_002.pth
20240908-12:02:23 wrote ae_003.pth
20240908-12:02:24 wrote ae_004.pth
20240908-12:02:24 wrote ae_005.pth
20240908-12:02:25 wrote ae_006.pth
20240908-12:02:26 wrote ae_007.pth
20240908-12:02:26 wrote ae_008.pth
20240908-12:02:27 wrote ae_009.pth
20240908-12:02:27 epoch_duration 2min49s next_finish 12:05:16
20240908-12:02:27 wrote state.pth
20240908-12:02:27 --- epoch 504 ----------------------------------------
20240908-12:02:27 current_test_accuracies 0.9462 0.9425 0.9369 0.9233 0.9398 0.9500 0.9277 0.9388 0.9407 0.9434
20240908-12:02:27 time_train=92264 time_c_quizzes=0
20240908-12:02:27 no_c_quiz
20240908-12:02:27 training model 3 (accuracy 0.9232736825942993)
20240908-12:02:27 training model 6 (accuracy 0.9276807904243469)
20240908-12:04:32 train_loss 504 model 6 0.012213772358682035
20240908-12:04:32 train_loss 504 model 3 0.011653288379646255
20240908-12:04:33 test_loss 504 model 6 0.010117815681633146
20240908-12:04:33 test_loss 504 model 3 0.006676210554815043
20240908-12:05:08 test_accuracy 504 model 3 nb_correct 748 / 807 (92.69%)
20240908-12:05:18 test_accuracy 504 model 6 nb_correct 676 / 771 (87.68%)
20240908-12:05:19 wrote ae_000.pth
20240908-12:05:20 wrote ae_001.pth
20240908-12:05:20 wrote ae_002.pth
20240908-12:05:21 wrote ae_003.pth
20240908-12:05:22 wrote ae_004.pth
20240908-12:05:22 wrote ae_005.pth
20240908-12:05:23 wrote ae_006.pth
20240908-12:05:24 wrote ae_007.pth
20240908-12:05:24 wrote ae_008.pth
20240908-12:05:25 wrote ae_009.pth
20240908-12:05:25 epoch_duration 2min58s next_finish 12:08:23
20240908-12:05:25 wrote state.pth
20240908-12:05:25 --- epoch 505 ----------------------------------------
20240908-12:05:25 current_test_accuracies 0.9462 0.9425 0.9369 0.9269 0.9398 0.9500 0.8768 0.9388 0.9407 0.9434
20240908-12:05:25 time_train=92435 time_c_quizzes=0
20240908-12:05:25 no_c_quiz
20240908-12:05:25 training model 6 (accuracy 0.8767833709716797)
20240908-12:05:25 training model 3 (accuracy 0.9268897175788879)
20240908-12:07:30 train_loss 505 model 6 0.01212440309831436
20240908-12:07:30 train_loss 505 model 3 0.011377254254488435
20240908-12:07:32 test_loss 505 model 6 0.01253610925959947
20240908-12:07:32 test_loss 505 model 3 0.006510079179514605
20240908-12:08:06 test_accuracy 505 model 3 nb_correct 731 / 789 (92.65%)
20240908-12:08:07 test_accuracy 505 model 6 nb_correct 742 / 810 (91.60%)
20240908-12:08:08 wrote ae_000.pth
20240908-12:08:09 wrote ae_001.pth
20240908-12:08:09 wrote ae_002.pth
20240908-12:08:10 wrote ae_003.pth
20240908-12:08:11 wrote ae_004.pth
20240908-12:08:11 wrote ae_005.pth
20240908-12:08:12 wrote ae_006.pth
20240908-12:08:13 wrote ae_007.pth
20240908-12:08:13 wrote ae_008.pth
20240908-12:08:14 wrote ae_009.pth
20240908-12:08:14 epoch_duration 2min49s next_finish 12:11:03
20240908-12:08:14 wrote state.pth
20240908-12:08:14 --- epoch 506 ----------------------------------------
20240908-12:08:14 current_test_accuracies 0.9462 0.9425 0.9369 0.9265 0.9398 0.9500 0.9160 0.9388 0.9407 0.9434
20240908-12:08:14 time_train=92597 time_c_quizzes=0
20240908-12:08:14 no_c_quiz
20240908-12:08:14 training model 6 (accuracy 0.9160493612289429)
20240908-12:08:14 training model 3 (accuracy 0.9264892339706421)
20240908-12:10:19 train_loss 506 model 3 0.010800555980624267
20240908-12:10:19 train_loss 506 model 6 0.012342770474329882
20240908-12:10:20 test_loss 506 model 3 0.010176111443075796
20240908-12:10:20 test_loss 506 model 6 0.00797166125048534
20240908-12:10:59 test_accuracy 506 model 3 nb_correct 744 / 796 (93.47%)
20240908-12:11:00 test_accuracy 506 model 6 nb_correct 735 / 793 (92.69%)
20240908-12:11:01 wrote ae_000.pth
20240908-12:11:02 wrote ae_001.pth
20240908-12:11:03 wrote ae_002.pth
20240908-12:11:03 wrote ae_003.pth
20240908-12:11:04 wrote ae_004.pth
20240908-12:11:05 wrote ae_005.pth
20240908-12:11:06 wrote ae_006.pth
20240908-12:11:06 wrote ae_007.pth
20240908-12:11:07 wrote ae_008.pth
20240908-12:11:08 wrote ae_009.pth
20240908-12:11:08 epoch_duration 2min53s next_finish 12:14:01
20240908-12:11:08 wrote state.pth
20240908-12:11:08 --- epoch 507 ----------------------------------------
20240908-12:11:08 current_test_accuracies 0.9462 0.9425 0.9369 0.9347 0.9398 0.9500 0.9269 0.9388 0.9407 0.9434
20240908-12:11:08 time_train=92763 time_c_quizzes=0
20240908-12:11:08 no_c_quiz
20240908-12:11:08 training model 6 (accuracy 0.9268600344657898)
20240908-12:11:08 training model 3 (accuracy 0.9346733689308167)
20240908-12:13:13 train_loss 507 model 6 0.012196458086276835
20240908-12:13:13 train_loss 507 model 3 0.011411988094296248
20240908-12:13:14 test_loss 507 model 6 0.01174270154056103
20240908-12:13:14 test_loss 507 model 3 0.01065857240719197
20240908-12:13:48 test_accuracy 507 model 3 nb_correct 750 / 797 (94.10%)
20240908-12:13:59 test_accuracy 507 model 6 nb_correct 746 / 807 (92.44%)
20240908-12:13:59 wrote ae_000.pth
20240908-12:14:00 wrote ae_001.pth
20240908-12:14:01 wrote ae_002.pth
20240908-12:14:01 wrote ae_003.pth
20240908-12:14:02 wrote ae_004.pth
20240908-12:14:03 wrote ae_005.pth
20240908-12:14:04 wrote ae_006.pth
20240908-12:14:05 wrote ae_007.pth
20240908-12:14:05 wrote ae_008.pth
20240908-12:14:06 wrote ae_009.pth
20240908-12:14:06 epoch_duration 2min58s next_finish 12:17:05
20240908-12:14:06 wrote state.pth
20240908-12:14:06 --- epoch 508 ----------------------------------------
20240908-12:14:06 current_test_accuracies 0.9462 0.9425 0.9369 0.9410 0.9398 0.9500 0.9244 0.9388 0.9407 0.9434
20240908-12:14:06 time_train=92933 time_c_quizzes=0
20240908-12:14:06 no_c_quiz
20240908-12:14:06 training model 6 (accuracy 0.924411416053772)
20240908-12:14:06 training model 2 (accuracy 0.936948299407959)
20240908-12:16:11 train_loss 508 model 6 0.01161234167206203
20240908-12:16:11 train_loss 508 model 2 0.012413247953772952
20240908-12:16:13 test_loss 508 model 6 0.008754345107900009
20240908-12:16:13 test_loss 508 model 2 0.009690564066113438
20240908-12:16:49 test_accuracy 508 model 2 nb_correct 732 / 801 (91.39%)
20240908-12:16:53 test_accuracy 508 model 6 nb_correct 738 / 810 (91.11%)
20240908-12:16:54 wrote ae_000.pth
20240908-12:16:55 wrote ae_001.pth
20240908-12:16:56 wrote ae_002.pth
20240908-12:16:57 wrote ae_003.pth
20240908-12:16:58 wrote ae_004.pth
20240908-12:16:58 wrote ae_005.pth
20240908-12:16:59 wrote ae_006.pth
20240908-12:17:00 wrote ae_007.pth
20240908-12:17:01 wrote ae_008.pth
20240908-12:17:02 wrote ae_009.pth
20240908-12:17:02 epoch_duration 2min55s next_finish 12:19:57
20240908-12:17:02 wrote state.pth
20240908-12:17:02 --- epoch 509 ----------------------------------------
20240908-12:17:02 current_test_accuracies 0.9462 0.9425 0.9139 0.9410 0.9398 0.9500 0.9111 0.9388 0.9407 0.9434
20240908-12:17:02 time_train=93100 time_c_quizzes=0
20240908-12:17:02 no_c_quiz
20240908-12:17:02 training model 6 (accuracy 0.9111111164093018)
20240908-12:17:02 training model 2 (accuracy 0.9138576984405518)
20240908-12:19:06 train_loss 509 model 2 0.013277118536781927
20240908-12:19:06 train_loss 509 model 6 0.011830532575000689
20240908-12:19:08 test_loss 509 model 2 0.00979303734120549
20240908-12:19:08 test_loss 509 model 6 0.011358139841971138
20240908-12:19:47 test_accuracy 509 model 2 nb_correct 744 / 803 (92.65%)
20240908-12:19:49 test_accuracy 509 model 6 nb_correct 748 / 797 (93.85%)
20240908-12:19:50 wrote ae_000.pth
20240908-12:19:51 wrote ae_001.pth
20240908-12:19:52 wrote ae_002.pth
20240908-12:19:53 wrote ae_003.pth
20240908-12:19:53 wrote ae_004.pth
20240908-12:19:54 wrote ae_005.pth
20240908-12:19:55 wrote ae_006.pth
20240908-12:19:56 wrote ae_007.pth
20240908-12:19:57 wrote ae_008.pth
20240908-12:19:58 wrote ae_009.pth
20240908-12:19:58 epoch_duration 2min55s next_finish 12:22:53
20240908-12:19:58 wrote state.pth
20240908-12:19:58 --- epoch 510 ----------------------------------------
20240908-12:19:58 current_test_accuracies 0.9462 0.9425 0.9265 0.9410 0.9398 0.9500 0.9385 0.9388 0.9407 0.9434
20240908-12:19:58 time_train=93267 time_c_quizzes=0
20240908-12:19:58 no_c_quiz
20240908-12:19:58 training model 2 (accuracy 0.9265255331993103)
20240908-12:19:58 training model 6 (accuracy 0.9385194182395935)
20240908-12:22:03 train_loss 510 model 2 0.012548510868200538
20240908-12:22:03 train_loss 510 model 6 0.011728204290262511
20240908-12:22:05 test_loss 510 model 2 0.007909224939066917
20240908-12:22:05 test_loss 510 model 6 0.007813805478508584
20240908-12:22:44 test_accuracy 510 model 2 nb_correct 724 / 801 (90.39%)
20240908-12:22:46 test_accuracy 510 model 6 nb_correct 731 / 779 (93.84%)
20240908-12:22:47 wrote ae_000.pth
20240908-12:22:48 wrote ae_001.pth
20240908-12:22:49 wrote ae_002.pth
20240908-12:22:49 wrote ae_003.pth
20240908-12:22:50 wrote ae_004.pth
20240908-12:22:51 wrote ae_005.pth
20240908-12:22:51 wrote ae_006.pth
20240908-12:22:52 wrote ae_007.pth
20240908-12:22:53 wrote ae_008.pth
20240908-12:22:53 wrote ae_009.pth
20240908-12:22:53 epoch_duration 2min55s next_finish 12:25:49
20240908-12:22:53 wrote state.pth
20240908-12:22:53 --- epoch 511 ----------------------------------------
20240908-12:22:53 current_test_accuracies 0.9462 0.9425 0.9039 0.9410 0.9398 0.9500 0.9384 0.9388 0.9407 0.9434
20240908-12:22:53 time_train=93435 time_c_quizzes=0
20240908-12:22:53 no_c_quiz
20240908-12:22:53 training model 2 (accuracy 0.903870165348053)
20240908-12:22:53 training model 6 (accuracy 0.9383825659751892)
20240908-12:24:58 train_loss 511 model 6 0.01236621353425653
20240908-12:24:58 train_loss 511 model 2 0.013127982910365972
20240908-12:25:00 test_loss 511 model 6 0.009944603166923116
20240908-12:25:00 test_loss 511 model 2 0.009894609450833513
20240908-12:25:40 test_accuracy 511 model 2 nb_correct 751 / 800 (93.88%)
20240908-12:25:41 test_accuracy 511 model 6 nb_correct 776 / 820 (94.63%)
20240908-12:25:42 wrote ae_000.pth
20240908-12:25:43 wrote ae_001.pth
20240908-12:25:43 wrote ae_002.pth
20240908-12:25:44 wrote ae_003.pth
20240908-12:25:44 wrote ae_004.pth
20240908-12:25:45 wrote ae_005.pth
20240908-12:25:46 wrote ae_006.pth
20240908-12:25:47 wrote ae_007.pth
20240908-12:25:47 wrote ae_008.pth
20240908-12:25:48 wrote ae_009.pth
20240908-12:25:48 epoch_duration 2min54s next_finish 12:28:42
20240908-12:25:48 wrote state.pth
20240908-12:25:48 --- epoch 512 ----------------------------------------
20240908-12:25:48 current_test_accuracies 0.9462 0.9425 0.9388 0.9410 0.9398 0.9500 0.9463 0.9388 0.9407 0.9434
20240908-12:25:48 time_train=93602 time_c_quizzes=0
20240908-12:25:48 no_c_quiz
20240908-12:25:48 training model 2 (accuracy 0.9387500286102295)
20240908-12:25:48 training model 7 (accuracy 0.9388264417648315)
20240908-12:27:53 train_loss 512 model 7 0.01182706399502058
20240908-12:27:53 train_loss 512 model 2 0.01195571805626969
20240908-12:27:55 test_loss 512 model 7 0.008665951221951218
20240908-12:27:55 test_loss 512 model 2 0.009493801418398107
20240908-12:28:32 test_accuracy 512 model 2 nb_correct 734 / 797 (92.10%)
20240908-12:28:36 test_accuracy 512 model 7 nb_correct 719 / 779 (92.30%)
20240908-12:28:37 wrote ae_000.pth
20240908-12:28:37 wrote ae_001.pth
20240908-12:28:38 wrote ae_002.pth
20240908-12:28:39 wrote ae_003.pth
20240908-12:28:39 wrote ae_004.pth
20240908-12:28:40 wrote ae_005.pth
20240908-12:28:41 wrote ae_006.pth
20240908-12:28:42 wrote ae_007.pth
20240908-12:28:42 wrote ae_008.pth
20240908-12:28:43 wrote ae_009.pth
20240908-12:28:43 epoch_duration 2min55s next_finish 12:31:38
20240908-12:28:43 wrote state.pth
20240908-12:28:43 --- epoch 513 ----------------------------------------
20240908-12:28:43 current_test_accuracies 0.9462 0.9425 0.9210 0.9410 0.9398 0.9500 0.9463 0.9230 0.9407 0.9434
20240908-12:28:43 time_train=93770 time_c_quizzes=0
20240908-12:28:43 no_c_quiz
20240908-12:28:43 training model 2 (accuracy 0.9209535717964172)
20240908-12:28:43 training model 7 (accuracy 0.9229781627655029)
20240908-12:30:48 train_loss 513 model 2 0.01186388678721778
20240908-12:30:48 train_loss 513 model 7 0.012552643703693321
20240908-12:30:49 test_loss 513 model 2 0.008886239189678236
20240908-12:30:49 test_loss 513 model 7 0.009436205166457512
20240908-12:31:28 test_accuracy 513 model 7 nb_correct 739 / 800 (92.38%)
20240908-12:31:34 test_accuracy 513 model 2 nb_correct 705 / 786 (89.69%)
20240908-12:31:34 wrote ae_000.pth
20240908-12:31:35 wrote ae_001.pth
20240908-12:31:36 wrote ae_002.pth
20240908-12:31:36 wrote ae_003.pth
20240908-12:31:37 wrote ae_004.pth
20240908-12:31:38 wrote ae_005.pth
20240908-12:31:38 wrote ae_006.pth
20240908-12:31:39 wrote ae_007.pth
20240908-12:31:40 wrote ae_008.pth
20240908-12:31:40 wrote ae_009.pth
20240908-12:31:40 epoch_duration 2min57s next_finish 12:34:38
20240908-12:31:40 wrote state.pth
20240908-12:31:40 --- epoch 514 ----------------------------------------
20240908-12:31:40 current_test_accuracies 0.9462 0.9425 0.8969 0.9410 0.9398 0.9500 0.9463 0.9237 0.9407 0.9434
20240908-12:31:40 time_train=93940 time_c_quizzes=0
20240908-12:31:40 no_c_quiz
20240908-12:31:40 training model 2 (accuracy 0.8969465494155884)
20240908-12:31:40 training model 7 (accuracy 0.9237499833106995)
20240908-12:33:45 train_loss 514 model 2 0.011879355575489171
20240908-12:33:45 train_loss 514 model 7 0.012570712851687859
20240908-12:33:47 test_loss 514 model 2 0.014123384348840773
20240908-12:33:47 test_loss 514 model 7 0.009303765211188874
20240908-12:34:27 test_accuracy 514 model 7 nb_correct 742 / 818 (90.71%)
20240908-12:34:27 test_accuracy 514 model 2 nb_correct 757 / 800 (94.62%)
20240908-12:34:28 wrote ae_000.pth
20240908-12:34:29 wrote ae_001.pth
20240908-12:34:30 wrote ae_002.pth
20240908-12:34:30 wrote ae_003.pth
20240908-12:34:31 wrote ae_004.pth
20240908-12:34:32 wrote ae_005.pth
20240908-12:34:33 wrote ae_006.pth
20240908-12:34:33 wrote ae_007.pth
20240908-12:34:34 wrote ae_008.pth
20240908-12:34:35 wrote ae_009.pth
20240908-12:34:35 epoch_duration 2min54s next_finish 12:37:29
20240908-12:34:35 wrote state.pth
20240908-12:34:35 --- epoch 515 ----------------------------------------
20240908-12:34:35 current_test_accuracies 0.9462 0.9425 0.9463 0.9410 0.9398 0.9500 0.9463 0.9071 0.9407 0.9434
20240908-12:34:35 time_train=94106 time_c_quizzes=0
20240908-12:34:35 no_c_quiz
20240908-12:34:35 training model 7 (accuracy 0.9070904850959778)
20240908-12:34:35 training model 4 (accuracy 0.9398496150970459)
20240908-12:36:40 train_loss 515 model 4 0.012128480273393506
20240908-12:36:40 train_loss 515 model 7 0.011302259574276831
20240908-12:36:41 test_loss 515 model 4 0.00825707119879553
20240908-12:36:41 test_loss 515 model 7 0.012074873007264841
20240908-12:37:17 test_accuracy 515 model 7 nb_correct 759 / 803 (94.52%)
20240908-12:37:20 test_accuracy 515 model 4 nb_correct 763 / 815 (93.62%)
20240908-12:37:21 wrote ae_000.pth
20240908-12:37:22 wrote ae_001.pth
20240908-12:37:22 wrote ae_002.pth
20240908-12:37:23 wrote ae_003.pth
20240908-12:37:24 wrote ae_004.pth
20240908-12:37:24 wrote ae_005.pth
20240908-12:37:25 wrote ae_006.pth
20240908-12:37:26 wrote ae_007.pth
20240908-12:37:26 wrote ae_008.pth
20240908-12:37:27 wrote ae_009.pth
20240908-12:37:27 epoch_duration 2min52s next_finish 12:40:20
20240908-12:37:27 wrote state.pth
20240908-12:37:27 --- epoch 516 ----------------------------------------
20240908-12:37:27 current_test_accuracies 0.9462 0.9425 0.9463 0.9410 0.9362 0.9500 0.9463 0.9452 0.9407 0.9434
20240908-12:37:27 time_train=94271 time_c_quizzes=0
20240908-12:37:27 no_c_quiz
20240908-12:37:27 training model 4 (accuracy 0.9361963272094727)
20240908-12:37:27 training model 8 (accuracy 0.9406565427780151)
20240908-12:39:32 train_loss 516 model 4 0.011516470831284096
20240908-12:39:32 train_loss 516 model 8 0.01253438542468939
20240908-12:39:33 test_loss 516 model 4 0.010482591254913132
20240908-12:39:34 test_loss 516 model 8 0.00699914194210578
20240908-12:40:09 test_accuracy 516 model 4 nb_correct 740 / 785 (94.27%)
20240908-12:40:14 test_accuracy 516 model 8 nb_correct 731 / 786 (93.00%)
20240908-12:40:14 wrote ae_000.pth
20240908-12:40:15 wrote ae_001.pth
20240908-12:40:15 wrote ae_002.pth
20240908-12:40:16 wrote ae_003.pth
20240908-12:40:17 wrote ae_004.pth
20240908-12:40:18 wrote ae_005.pth
20240908-12:40:18 wrote ae_006.pth
20240908-12:40:19 wrote ae_007.pth
20240908-12:40:19 wrote ae_008.pth
20240908-12:40:20 wrote ae_009.pth
20240908-12:40:20 epoch_duration 2min53s next_finish 12:43:13
20240908-12:40:20 wrote state.pth
20240908-12:40:20 --- epoch 517 ----------------------------------------
20240908-12:40:20 current_test_accuracies 0.9462 0.9425 0.9463 0.9410 0.9427 0.9500 0.9463 0.9452 0.9300 0.9434
20240908-12:40:20 time_train=94437 time_c_quizzes=0
20240908-12:40:20 no_c_quiz
20240908-12:40:20 training model 8 (accuracy 0.9300254583358765)
20240908-12:40:20 training model 3 (accuracy 0.9410288333892822)
20240908-12:42:25 train_loss 517 model 3 0.01123139522536394
20240908-12:42:25 train_loss 517 model 8 0.013237028858464327
20240908-12:42:26 test_loss 517 model 3 0.00795290952879455
20240908-12:42:27 test_loss 517 model 8 0.006552157945498039
20240908-12:43:01 test_accuracy 517 model 3 nb_correct 749 / 802 (93.39%)
20240908-12:43:04 test_accuracy 517 model 8 nb_correct 744 / 825 (90.18%)
20240908-12:43:05 wrote ae_000.pth
20240908-12:43:06 wrote ae_001.pth
20240908-12:43:06 wrote ae_002.pth
20240908-12:43:07 wrote ae_003.pth
20240908-12:43:08 wrote ae_004.pth
20240908-12:43:08 wrote ae_005.pth
20240908-12:43:09 wrote ae_006.pth
20240908-12:43:10 wrote ae_007.pth
20240908-12:43:10 wrote ae_008.pth
20240908-12:43:11 wrote ae_009.pth
20240908-12:43:11 epoch_duration 2min50s next_finish 12:46:02
20240908-12:43:11 wrote state.pth
20240908-12:43:11 --- epoch 518 ----------------------------------------
20240908-12:43:11 current_test_accuracies 0.9462 0.9425 0.9463 0.9339 0.9427 0.9500 0.9463 0.9452 0.9018 0.9434
20240908-12:43:11 time_train=94601 time_c_quizzes=0
20240908-12:43:11 no_c_quiz
20240908-12:43:11 training model 8 (accuracy 0.9018181562423706)
20240908-12:43:11 training model 3 (accuracy 0.9339151978492737)
20240908-12:45:16 train_loss 518 model 3 0.011084631270226965
20240908-12:45:16 train_loss 518 model 8 0.011891147816673765
20240908-12:45:17 test_loss 518 model 3 0.008825239636871629
20240908-12:45:17 test_loss 518 model 8 0.01036130335182861
20240908-12:45:51 test_accuracy 518 model 3 nb_correct 753 / 808 (93.19%)
20240908-12:45:53 test_accuracy 518 model 8 nb_correct 720 / 807 (89.22%)
20240908-12:45:54 wrote ae_000.pth
20240908-12:45:54 wrote ae_001.pth
20240908-12:45:55 wrote ae_002.pth
20240908-12:45:56 wrote ae_003.pth
20240908-12:45:57 wrote ae_004.pth
20240908-12:45:58 wrote ae_005.pth
20240908-12:45:58 wrote ae_006.pth
20240908-12:45:59 wrote ae_007.pth
20240908-12:46:00 wrote ae_008.pth
20240908-12:46:00 wrote ae_009.pth
20240908-12:46:00 epoch_duration 2min49s next_finish 12:48:50
20240908-12:46:00 wrote state.pth
20240908-12:46:00 --- epoch 519 ----------------------------------------
20240908-12:46:00 current_test_accuracies 0.9462 0.9425 0.9463 0.9319 0.9427 0.9500 0.9463 0.9452 0.8922 0.9434
20240908-12:46:00 time_train=94763 time_c_quizzes=0
20240908-12:46:00 no_c_quiz
20240908-12:46:00 training model 8 (accuracy 0.8921933174133301)
20240908-12:46:00 training model 3 (accuracy 0.9319307208061218)
20240908-12:48:05 train_loss 519 model 3 0.011545417266347613
20240908-12:48:05 train_loss 519 model 8 0.01224611120510599
20240908-12:48:07 test_loss 519 model 3 0.010002814926076553
20240908-12:48:07 test_loss 519 model 8 0.009997756590701101
20240908-12:48:41 test_accuracy 519 model 3 nb_correct 738 / 790 (93.42%)
20240908-12:48:47 test_accuracy 519 model 8 nb_correct 731 / 795 (91.95%)
20240908-12:48:48 wrote ae_000.pth
20240908-12:48:49 wrote ae_001.pth
20240908-12:48:49 wrote ae_002.pth
20240908-12:48:50 wrote ae_003.pth
20240908-12:48:51 wrote ae_004.pth
20240908-12:48:51 wrote ae_005.pth
20240908-12:48:52 wrote ae_006.pth
20240908-12:48:53 wrote ae_007.pth
20240908-12:48:53 wrote ae_008.pth
20240908-12:48:54 wrote ae_009.pth
20240908-12:48:54 epoch_duration 2min53s next_finish 12:51:47
20240908-12:48:54 wrote state.pth
20240908-12:48:54 --- epoch 520 ----------------------------------------
20240908-12:48:54 current_test_accuracies 0.9462 0.9425 0.9463 0.9342 0.9427 0.9500 0.9463 0.9452 0.9195 0.9434
20240908-12:48:54 time_train=94929 time_c_quizzes=0
20240908-12:48:54 no_c_quiz
20240908-12:48:54 training model 8 (accuracy 0.9194968342781067)
20240908-12:48:54 training model 3 (accuracy 0.9341772198677063)
20240908-12:50:58 train_loss 520 model 8 0.012818472394406854
20240908-12:50:59 train_loss 520 model 3 0.011003961365810028
20240908-12:51:00 test_loss 520 model 8 0.010252382860744546
20240908-12:51:00 test_loss 520 model 3 0.008846815737911129
20240908-12:51:34 test_accuracy 520 model 3 nb_correct 750 / 811 (92.48%)
20240908-12:51:37 test_accuracy 520 model 8 nb_correct 734 / 781 (93.98%)
20240908-12:51:38 wrote ae_000.pth
20240908-12:51:39 wrote ae_001.pth
20240908-12:51:39 wrote ae_002.pth
20240908-12:51:40 wrote ae_003.pth
20240908-12:51:41 wrote ae_004.pth
20240908-12:51:41 wrote ae_005.pth
20240908-12:51:42 wrote ae_006.pth
20240908-12:51:43 wrote ae_007.pth
20240908-12:51:43 wrote ae_008.pth
20240908-12:51:44 wrote ae_009.pth
20240908-12:51:44 epoch_duration 2min50s next_finish 12:54:35
20240908-12:51:44 wrote state.pth
20240908-12:51:44 --- epoch 521 ----------------------------------------
20240908-12:51:44 current_test_accuracies 0.9462 0.9425 0.9463 0.9248 0.9427 0.9500 0.9463 0.9452 0.9398 0.9434
20240908-12:51:44 time_train=95092 time_c_quizzes=0
20240908-12:51:44 no_c_quiz
20240908-12:51:44 training model 3 (accuracy 0.924784243106842)
20240908-12:51:44 training model 8 (accuracy 0.9398207664489746)
20240908-12:53:49 train_loss 521 model 3 0.011447011220408967
20240908-12:53:49 train_loss 521 model 8 0.01301657468952908
20240908-12:53:51 test_loss 521 model 3 0.010269148548033513
20240908-12:53:51 test_loss 521 model 8 0.009854755924612846
20240908-12:54:25 test_accuracy 521 model 3 nb_correct 753 / 812 (92.73%)
20240908-12:54:28 test_accuracy 521 model 8 nb_correct 737 / 805 (91.55%)
20240908-12:54:29 wrote ae_000.pth
20240908-12:54:29 wrote ae_001.pth
20240908-12:54:30 wrote ae_002.pth
20240908-12:54:31 wrote ae_003.pth
20240908-12:54:32 wrote ae_004.pth
20240908-12:54:32 wrote ae_005.pth
20240908-12:54:33 wrote ae_006.pth
20240908-12:54:34 wrote ae_007.pth
20240908-12:54:35 wrote ae_008.pth
20240908-12:54:35 wrote ae_009.pth
20240908-12:54:35 epoch_duration 2min50s next_finish 12:57:26
20240908-12:54:35 wrote state.pth
20240908-12:54:35 --- epoch 522 ----------------------------------------
20240908-12:54:35 current_test_accuracies 0.9462 0.9425 0.9463 0.9273 0.9427 0.9500 0.9463 0.9452 0.9155 0.9434
20240908-12:54:35 time_train=95255 time_c_quizzes=0
20240908-12:54:35 no_c_quiz
20240908-12:54:35 training model 8 (accuracy 0.9155279397964478)
20240908-12:54:35 training model 3 (accuracy 0.9273399114608765)
20240908-12:56:40 train_loss 522 model 8 0.012417580639659719
20240908-12:56:40 train_loss 522 model 3 0.011678453499996976
20240908-12:56:42 test_loss 522 model 8 0.013677970205162638
20240908-12:56:42 test_loss 522 model 3 0.01050697150668185
20240908-12:57:18 test_accuracy 522 model 8 nb_correct 756 / 810 (93.33%)
20240908-12:57:21 test_accuracy 522 model 3 nb_correct 728 / 801 (90.89%)
20240908-12:57:22 wrote ae_000.pth
20240908-12:57:23 wrote ae_001.pth
20240908-12:57:23 wrote ae_002.pth
20240908-12:57:24 wrote ae_003.pth
20240908-12:57:25 wrote ae_004.pth
20240908-12:57:25 wrote ae_005.pth
20240908-12:57:26 wrote ae_006.pth
20240908-12:57:27 wrote ae_007.pth
20240908-12:57:27 wrote ae_008.pth
20240908-12:57:28 wrote ae_009.pth
20240908-12:57:28 epoch_duration 2min52s next_finish 13:00:21
20240908-12:57:28 wrote state.pth
20240908-12:57:28 --- epoch 523 ----------------------------------------
20240908-12:57:28 current_test_accuracies 0.9462 0.9425 0.9463 0.9089 0.9427 0.9500 0.9463 0.9452 0.9333 0.9434
20240908-12:57:28 time_train=95421 time_c_quizzes=0
20240908-12:57:28 no_c_quiz
20240908-12:57:28 training model 3 (accuracy 0.90886390209198)
20240908-12:57:28 training model 8 (accuracy 0.9333333373069763)
20240908-12:59:33 train_loss 523 model 3 0.010545042796618873
20240908-12:59:33 train_loss 523 model 8 0.011859454067391199
20240908-12:59:35 test_loss 523 model 3 0.007445599490586119
20240908-12:59:35 test_loss 523 model 8 0.007113819084474926
20240908-13:00:09 test_accuracy 523 model 3 nb_correct 766 / 805 (95.16%)
20240908-13:00:10 test_accuracy 523 model 8 nb_correct 754 / 815 (92.52%)
20240908-13:00:11 wrote ae_000.pth
20240908-13:00:11 wrote ae_001.pth
20240908-13:00:12 wrote ae_002.pth
20240908-13:00:13 wrote ae_003.pth
20240908-13:00:13 wrote ae_004.pth
20240908-13:00:14 wrote ae_005.pth
20240908-13:00:15 wrote ae_006.pth
20240908-13:00:15 wrote ae_007.pth
20240908-13:00:16 wrote ae_008.pth
20240908-13:00:17 wrote ae_009.pth
20240908-13:00:17 epoch_duration 2min48s next_finish 13:03:06
20240908-13:00:17 wrote state.pth
20240908-13:00:17 --- epoch 524 ----------------------------------------
20240908-13:00:17 current_test_accuracies 0.9462 0.9425 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9252 0.9434
20240908-13:00:17 time_train=95582 time_c_quizzes=0
20240908-13:00:17 no_c_quiz
20240908-13:00:17 training model 8 (accuracy 0.925153374671936)
20240908-13:00:17 training model 1 (accuracy 0.9425287246704102)
20240908-13:02:22 train_loss 524 model 1 0.012451292048612232
20240908-13:02:22 train_loss 524 model 8 0.012571924303934792
20240908-13:02:23 test_loss 524 model 1 0.009648963410961641
20240908-13:02:23 test_loss 524 model 8 0.008482486366938246
20240908-13:02:59 test_accuracy 524 model 1 nb_correct 750 / 804 (93.28%)
20240908-13:03:01 test_accuracy 524 model 8 nb_correct 747 / 813 (91.88%)
20240908-13:03:01 wrote ae_000.pth
20240908-13:03:02 wrote ae_001.pth
20240908-13:03:03 wrote ae_002.pth
20240908-13:03:04 wrote ae_003.pth
20240908-13:03:04 wrote ae_004.pth
20240908-13:03:05 wrote ae_005.pth
20240908-13:03:06 wrote ae_006.pth
20240908-13:03:06 wrote ae_007.pth
20240908-13:03:07 wrote ae_008.pth
20240908-13:03:08 wrote ae_009.pth
20240908-13:03:08 epoch_duration 2min50s next_finish 13:05:58
20240908-13:03:08 wrote state.pth
20240908-13:03:08 --- epoch 525 ----------------------------------------
20240908-13:03:08 current_test_accuracies 0.9462 0.9328 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9188 0.9434
20240908-13:03:08 time_train=95745 time_c_quizzes=0
20240908-13:03:08 no_c_quiz
20240908-13:03:08 training model 8 (accuracy 0.9188191890716553)
20240908-13:03:08 training model 1 (accuracy 0.9328358173370361)
20240908-13:05:13 train_loss 525 model 1 0.01199677355313179
20240908-13:05:13 train_loss 525 model 8 0.012456724202649639
20240908-13:05:14 test_loss 525 model 1 0.011091484162352571
20240908-13:05:14 test_loss 525 model 8 0.007552657448013633
20240908-13:05:51 test_accuracy 525 model 8 nb_correct 752 / 808 (93.07%)
20240908-13:05:59 test_accuracy 525 model 1 nb_correct 734 / 795 (92.33%)
20240908-13:05:59 wrote ae_000.pth
20240908-13:06:00 wrote ae_001.pth
20240908-13:06:01 wrote ae_002.pth
20240908-13:06:02 wrote ae_003.pth
20240908-13:06:02 wrote ae_004.pth
20240908-13:06:03 wrote ae_005.pth
20240908-13:06:04 wrote ae_006.pth
20240908-13:06:04 wrote ae_007.pth
20240908-13:06:05 wrote ae_008.pth
20240908-13:06:06 wrote ae_009.pth
20240908-13:06:06 epoch_duration 2min57s next_finish 13:09:04
20240908-13:06:06 wrote state.pth
20240908-13:06:06 --- epoch 526 ----------------------------------------
20240908-13:06:06 current_test_accuracies 0.9462 0.9233 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9307 0.9434
20240908-13:06:06 time_train=95916 time_c_quizzes=0
20240908-13:06:06 no_c_quiz
20240908-13:06:06 training model 1 (accuracy 0.9232704639434814)
20240908-13:06:06 training model 8 (accuracy 0.9306930899620056)
20240908-13:08:10 train_loss 526 model 8 0.012665807496610795
20240908-13:08:10 train_loss 526 model 1 0.01235482961334128
20240908-13:08:12 test_loss 526 model 8 0.01076526358810952
20240908-13:08:12 test_loss 526 model 1 0.008141888033719624
20240908-13:08:47 test_accuracy 526 model 1 nb_correct 748 / 818 (91.44%)
20240908-13:08:50 test_accuracy 526 model 8 nb_correct 736 / 782 (94.12%)
20240908-13:08:51 wrote ae_000.pth
20240908-13:08:52 wrote ae_001.pth
20240908-13:08:52 wrote ae_002.pth
20240908-13:08:53 wrote ae_003.pth
20240908-13:08:54 wrote ae_004.pth
20240908-13:08:54 wrote ae_005.pth
20240908-13:08:55 wrote ae_006.pth
20240908-13:08:56 wrote ae_007.pth
20240908-13:08:56 wrote ae_008.pth
20240908-13:08:57 wrote ae_009.pth
20240908-13:08:57 epoch_duration 2min51s next_finish 13:11:49
20240908-13:08:57 wrote state.pth
20240908-13:08:57 --- epoch 527 ----------------------------------------
20240908-13:08:57 current_test_accuracies 0.9462 0.9144 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9412 0.9434
20240908-13:08:57 time_train=96080 time_c_quizzes=0
20240908-13:08:57 no_c_quiz
20240908-13:08:57 training model 1 (accuracy 0.9144254326820374)
20240908-13:08:57 training model 8 (accuracy 0.9411764740943909)
20240908-13:11:02 train_loss 527 model 1 0.012339667766071215
20240908-13:11:02 train_loss 527 model 8 0.012278446514858843
20240908-13:11:03 test_loss 527 model 1 0.00899018966110816
20240908-13:11:04 test_loss 527 model 8 0.008207407636697894
20240908-13:11:40 test_accuracy 527 model 8 nb_correct 752 / 819 (91.82%)
20240908-13:11:41 test_accuracy 527 model 1 nb_correct 719 / 773 (93.01%)
20240908-13:11:42 wrote ae_000.pth
20240908-13:11:43 wrote ae_001.pth
20240908-13:11:43 wrote ae_002.pth
20240908-13:11:44 wrote ae_003.pth
20240908-13:11:45 wrote ae_004.pth
20240908-13:11:45 wrote ae_005.pth
20240908-13:11:46 wrote ae_006.pth
20240908-13:11:47 wrote ae_007.pth
20240908-13:11:47 wrote ae_008.pth
20240908-13:11:48 wrote ae_009.pth
20240908-13:11:48 epoch_duration 2min50s next_finish 13:14:39
20240908-13:11:48 wrote state.pth
20240908-13:11:48 --- epoch 528 ----------------------------------------
20240908-13:11:48 current_test_accuracies 0.9462 0.9301 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9182 0.9434
20240908-13:11:48 time_train=96244 time_c_quizzes=0
20240908-13:11:48 no_c_quiz
20240908-13:11:48 training model 8 (accuracy 0.9181929230690002)
20240908-13:11:48 training model 1 (accuracy 0.9301422834396362)
20240908-13:13:53 train_loss 528 model 8 0.012175516813458671
20240908-13:13:53 train_loss 528 model 1 0.012162917558922345
20240908-13:13:54 test_loss 528 model 8 0.008251316129690166
20240908-13:13:54 test_loss 528 model 1 0.006727177488073721
20240908-13:14:31 test_accuracy 528 model 1 nb_correct 778 / 808 (96.29%)
20240908-13:14:31 test_accuracy 528 model 8 nb_correct 735 / 798 (92.11%)
20240908-13:14:32 wrote ae_000.pth
20240908-13:14:33 wrote ae_001.pth
20240908-13:14:34 wrote ae_002.pth
20240908-13:14:34 wrote ae_003.pth
20240908-13:14:35 wrote ae_004.pth
20240908-13:14:36 wrote ae_005.pth
20240908-13:14:37 wrote ae_006.pth
20240908-13:14:37 wrote ae_007.pth
20240908-13:14:38 wrote ae_008.pth
20240908-13:14:39 wrote ae_009.pth
20240908-13:14:39 epoch_duration 2min50s next_finish 13:17:29
20240908-13:14:39 wrote state.pth
20240908-13:14:39 --- epoch 529 ----------------------------------------
20240908-13:14:39 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9427 0.9500 0.9463 0.9452 0.9211 0.9434
20240908-13:14:39 time_train=96407 time_c_quizzes=0
20240908-13:14:39 no_c_quiz
20240908-13:14:39 training model 8 (accuracy 0.9210526347160339)
20240908-13:14:39 training model 4 (accuracy 0.9426751732826233)
20240908-13:16:44 train_loss 529 model 8 0.012429442596665468
20240908-13:16:44 train_loss 529 model 4 0.011502922966410551
20240908-13:16:45 test_loss 529 model 8 0.01230885053420252
20240908-13:16:45 test_loss 529 model 4 0.009121297460296773
20240908-13:17:22 test_accuracy 529 model 8 nb_correct 741 / 799 (92.74%)
20240908-13:17:28 test_accuracy 529 model 4 nb_correct 746 / 803 (92.90%)
20240908-13:17:29 wrote ae_000.pth
20240908-13:17:29 wrote ae_001.pth
20240908-13:17:30 wrote ae_002.pth
20240908-13:17:31 wrote ae_003.pth
20240908-13:17:31 wrote ae_004.pth
20240908-13:17:32 wrote ae_005.pth
20240908-13:17:33 wrote ae_006.pth
20240908-13:17:33 wrote ae_007.pth
20240908-13:17:34 wrote ae_008.pth
20240908-13:17:35 wrote ae_009.pth
20240908-13:17:35 epoch_duration 2min56s next_finish 13:20:31
20240908-13:17:35 wrote state.pth
20240908-13:17:35 --- epoch 530 ----------------------------------------
20240908-13:17:35 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9290 0.9500 0.9463 0.9452 0.9274 0.9434
20240908-13:17:35 time_train=96576 time_c_quizzes=0
20240908-13:17:35 no_c_quiz
20240908-13:17:35 training model 8 (accuracy 0.927409291267395)
20240908-13:17:35 training model 4 (accuracy 0.9290161728858948)
20240908-13:19:39 train_loss 530 model 4 0.011389823821575192
20240908-13:19:39 train_loss 530 model 8 0.012140341303675086
20240908-13:19:41 test_loss 530 model 4 0.008132195985638191
20240908-13:19:41 test_loss 530 model 8 0.009812004013258501
20240908-13:20:15 test_accuracy 530 model 4 nb_correct 749 / 810 (92.47%)
20240908-13:20:18 test_accuracy 530 model 8 nb_correct 745 / 800 (93.12%)
20240908-13:20:19 wrote ae_000.pth
20240908-13:20:19 wrote ae_001.pth
20240908-13:20:20 wrote ae_002.pth
20240908-13:20:21 wrote ae_003.pth
20240908-13:20:21 wrote ae_004.pth
20240908-13:20:22 wrote ae_005.pth
20240908-13:20:23 wrote ae_006.pth
20240908-13:20:23 wrote ae_007.pth
20240908-13:20:24 wrote ae_008.pth
20240908-13:20:25 wrote ae_009.pth
20240908-13:20:25 epoch_duration 2min50s next_finish 13:23:15
20240908-13:20:25 wrote state.pth
20240908-13:20:25 --- epoch 531 ----------------------------------------
20240908-13:20:25 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9247 0.9500 0.9463 0.9452 0.9312 0.9434
20240908-13:20:25 time_train=96739 time_c_quizzes=0
20240908-13:20:25 no_c_quiz
20240908-13:20:25 training model 4 (accuracy 0.924691379070282)
20240908-13:20:25 training model 8 (accuracy 0.9312499761581421)
20240908-13:22:30 train_loss 531 model 8 0.012119432668718219
20240908-13:22:30 train_loss 531 model 4 0.012103300436352583
20240908-13:22:31 test_loss 531 model 8 0.009195619111540054
20240908-13:22:31 test_loss 531 model 4 0.010632019961576589
20240908-13:23:07 test_accuracy 531 model 4 nb_correct 736 / 802 (91.77%)
20240908-13:23:09 test_accuracy 531 model 8 nb_correct 737 / 804 (91.67%)
20240908-13:23:10 wrote ae_000.pth
20240908-13:23:11 wrote ae_001.pth
20240908-13:23:11 wrote ae_002.pth
20240908-13:23:12 wrote ae_003.pth
20240908-13:23:13 wrote ae_004.pth
20240908-13:23:13 wrote ae_005.pth
20240908-13:23:14 wrote ae_006.pth
20240908-13:23:15 wrote ae_007.pth
20240908-13:23:15 wrote ae_008.pth
20240908-13:23:16 wrote ae_009.pth
20240908-13:23:16 epoch_duration 2min51s next_finish 13:26:07
20240908-13:23:16 wrote state.pth
20240908-13:23:16 --- epoch 532 ----------------------------------------
20240908-13:23:16 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9177 0.9500 0.9463 0.9452 0.9167 0.9434
20240908-13:23:16 time_train=96903 time_c_quizzes=0
20240908-13:23:16 no_c_quiz
20240908-13:23:16 training model 8 (accuracy 0.9166666865348816)
20240908-13:23:16 training model 4 (accuracy 0.9177057147026062)
20240908-13:25:21 train_loss 532 model 4 0.01216292670560506
20240908-13:25:21 train_loss 532 model 8 0.011794779181822378
20240908-13:25:22 test_loss 532 model 4 0.008806461842596036
20240908-13:25:22 test_loss 532 model 8 0.011997084106359069
20240908-13:25:58 test_accuracy 532 model 8 nb_correct 732 / 803 (91.16%)
20240908-13:26:02 test_accuracy 532 model 4 nb_correct 724 / 785 (92.23%)
20240908-13:26:03 wrote ae_000.pth
20240908-13:26:03 wrote ae_001.pth
20240908-13:26:04 wrote ae_002.pth
20240908-13:26:05 wrote ae_003.pth
20240908-13:26:05 wrote ae_004.pth
20240908-13:26:06 wrote ae_005.pth
20240908-13:26:07 wrote ae_006.pth
20240908-13:26:07 wrote ae_007.pth
20240908-13:26:08 wrote ae_008.pth
20240908-13:26:09 wrote ae_009.pth
20240908-13:26:09 epoch_duration 2min52s next_finish 13:29:02
20240908-13:26:09 wrote state.pth
20240908-13:26:09 --- epoch 533 ----------------------------------------
20240908-13:26:09 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9223 0.9500 0.9463 0.9452 0.9116 0.9434
20240908-13:26:09 time_train=97068 time_c_quizzes=0
20240908-13:26:09 no_c_quiz
20240908-13:26:09 training model 8 (accuracy 0.9115815758705139)
20240908-13:26:09 training model 4 (accuracy 0.9222930073738098)
20240908-13:28:13 train_loss 533 model 4 0.011581603324215393
20240908-13:28:14 train_loss 533 model 8 0.011863704205437899
20240908-13:28:15 test_loss 533 model 4 0.008674485641824959
20240908-13:28:15 test_loss 533 model 8 0.011557830341922681
20240908-13:28:48 test_accuracy 533 model 8 nb_correct 747 / 776 (96.26%)
20240908-13:28:51 test_accuracy 533 model 4 nb_correct 760 / 799 (95.12%)
20240908-13:28:52 wrote ae_000.pth
20240908-13:28:53 wrote ae_001.pth
20240908-13:28:53 wrote ae_002.pth
20240908-13:28:54 wrote ae_003.pth
20240908-13:28:55 wrote ae_004.pth
20240908-13:28:55 wrote ae_005.pth
20240908-13:28:56 wrote ae_006.pth
20240908-13:28:57 wrote ae_007.pth
20240908-13:28:57 wrote ae_008.pth
20240908-13:28:58 wrote ae_009.pth
20240908-13:28:58 epoch_duration 2min49s next_finish 13:31:47
20240908-13:28:58 wrote state.pth
20240908-13:28:58 --- epoch 534 ----------------------------------------
20240908-13:28:58 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9452 0.9626 0.9434
20240908-13:28:58 time_train=97230 time_c_quizzes=0
20240908-13:28:58 no_c_quiz
20240908-13:28:58 training model 9 (accuracy 0.9433962106704712)
20240908-13:28:58 training model 7 (accuracy 0.9452054500579834)
20240908-13:31:03 train_loss 534 model 9 0.012834087008144706
20240908-13:31:03 train_loss 534 model 7 0.012684794844280986
20240908-13:31:04 test_loss 534 model 9 0.01002210769084968
20240908-13:31:05 test_loss 534 model 7 0.009231980415609086
20240908-13:31:42 test_accuracy 534 model 7 nb_correct 733 / 797 (91.97%)
20240908-13:31:43 test_accuracy 534 model 9 nb_correct 731 / 819 (89.26%)
20240908-13:31:44 wrote ae_000.pth
20240908-13:31:45 wrote ae_001.pth
20240908-13:31:45 wrote ae_002.pth
20240908-13:31:46 wrote ae_003.pth
20240908-13:31:47 wrote ae_004.pth
20240908-13:31:47 wrote ae_005.pth
20240908-13:31:48 wrote ae_006.pth
20240908-13:31:49 wrote ae_007.pth
20240908-13:31:49 wrote ae_008.pth
20240908-13:31:50 wrote ae_009.pth
20240908-13:31:50 epoch_duration 2min52s next_finish 13:34:42
20240908-13:31:50 wrote state.pth
20240908-13:31:50 --- epoch 535 ----------------------------------------
20240908-13:31:50 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9197 0.9626 0.8926
20240908-13:31:50 time_train=97395 time_c_quizzes=0
20240908-13:31:50 no_c_quiz
20240908-13:31:50 training model 9 (accuracy 0.8925518989562988)
20240908-13:31:50 training model 7 (accuracy 0.9196988940238953)
20240908-13:33:55 train_loss 535 model 9 0.01232329947889957
20240908-13:33:56 train_loss 535 model 7 0.012098879838831636
20240908-13:33:57 test_loss 535 model 9 0.00813272316227085
20240908-13:33:57 test_loss 535 model 7 0.011668367417769332
20240908-13:34:35 test_accuracy 535 model 7 nb_correct 735 / 799 (91.99%)
20240908-13:34:37 test_accuracy 535 model 9 nb_correct 749 / 808 (92.70%)
20240908-13:34:38 wrote ae_000.pth
20240908-13:34:39 wrote ae_001.pth
20240908-13:34:40 wrote ae_002.pth
20240908-13:34:40 wrote ae_003.pth
20240908-13:34:41 wrote ae_004.pth
20240908-13:34:42 wrote ae_005.pth
20240908-13:34:42 wrote ae_006.pth
20240908-13:34:43 wrote ae_007.pth
20240908-13:34:44 wrote ae_008.pth
20240908-13:34:44 wrote ae_009.pth
20240908-13:34:44 epoch_duration 2min54s next_finish 13:37:38
20240908-13:34:44 wrote state.pth
20240908-13:34:44 --- epoch 536 ----------------------------------------
20240908-13:34:44 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9199 0.9626 0.9270
20240908-13:34:44 time_train=97562 time_c_quizzes=0
20240908-13:34:44 no_c_quiz
20240908-13:34:44 training model 7 (accuracy 0.9198998808860779)
20240908-13:34:44 training model 9 (accuracy 0.926980197429657)
20240908-13:36:49 train_loss 536 model 9 0.012986590263106336
20240908-13:36:49 train_loss 536 model 7 0.012288609869117863
20240908-13:36:51 test_loss 536 model 9 0.00883885451797255
20240908-13:36:51 test_loss 536 model 7 0.009019344721309608
20240908-13:37:29 test_accuracy 536 model 7 nb_correct 743 / 792 (93.81%)
20240908-13:37:32 test_accuracy 536 model 9 nb_correct 738 / 806 (91.56%)
20240908-13:37:32 wrote ae_000.pth
20240908-13:37:33 wrote ae_001.pth
20240908-13:37:34 wrote ae_002.pth
20240908-13:37:34 wrote ae_003.pth
20240908-13:37:35 wrote ae_004.pth
20240908-13:37:36 wrote ae_005.pth
20240908-13:37:36 wrote ae_006.pth
20240908-13:37:37 wrote ae_007.pth
20240908-13:37:38 wrote ae_008.pth
20240908-13:37:39 wrote ae_009.pth
20240908-13:37:39 epoch_duration 2min54s next_finish 13:40:33
20240908-13:37:39 wrote state.pth
20240908-13:37:39 --- epoch 537 ----------------------------------------
20240908-13:37:39 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9381 0.9626 0.9156
20240908-13:37:39 time_train=97729 time_c_quizzes=0
20240908-13:37:39 no_c_quiz
20240908-13:37:39 training model 9 (accuracy 0.9156327247619629)
20240908-13:37:39 training model 7 (accuracy 0.9381313323974609)
20240908-13:39:43 train_loss 537 model 9 0.012462830939559353
20240908-13:39:43 train_loss 537 model 7 0.011273375430026135
20240908-13:39:45 test_loss 537 model 9 0.00774141433969362
20240908-13:39:45 test_loss 537 model 7 0.009931642336050572
20240908-13:40:22 test_accuracy 537 model 7 nb_correct 780 / 824 (94.66%)
20240908-13:40:24 test_accuracy 537 model 9 nb_correct 732 / 782 (93.61%)
20240908-13:40:25 wrote ae_000.pth
20240908-13:40:26 wrote ae_001.pth
20240908-13:40:26 wrote ae_002.pth
20240908-13:40:27 wrote ae_003.pth
20240908-13:40:28 wrote ae_004.pth
20240908-13:40:28 wrote ae_005.pth
20240908-13:40:29 wrote ae_006.pth
20240908-13:40:30 wrote ae_007.pth
20240908-13:40:30 wrote ae_008.pth
20240908-13:40:31 wrote ae_009.pth
20240908-13:40:31 epoch_duration 2min52s next_finish 13:43:24
20240908-13:40:31 wrote state.pth
20240908-13:40:31 --- epoch 538 ----------------------------------------
20240908-13:40:31 current_test_accuracies 0.9462 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9361
20240908-13:40:31 time_train=97894 time_c_quizzes=0
20240908-13:40:31 no_c_quiz
20240908-13:40:31 training model 9 (accuracy 0.9360613822937012)
20240908-13:40:31 training model 0 (accuracy 0.9461827278137207)
20240908-13:42:35 train_loss 538 model 9 0.012923114607339812
20240908-13:42:35 train_loss 538 model 0 0.01243488001285732
20240908-13:42:37 test_loss 538 model 9 0.008026650821057047
20240908-13:42:37 test_loss 538 model 0 0.014885699194354628
20240908-13:43:16 test_accuracy 538 model 9 nb_correct 748 / 797 (93.85%)
20240908-13:43:19 test_accuracy 538 model 0 nb_correct 734 / 800 (91.75%)
20240908-13:43:19 wrote ae_000.pth
20240908-13:43:20 wrote ae_001.pth
20240908-13:43:21 wrote ae_002.pth
20240908-13:43:22 wrote ae_003.pth
20240908-13:43:22 wrote ae_004.pth
20240908-13:43:23 wrote ae_005.pth
20240908-13:43:23 wrote ae_006.pth
20240908-13:43:24 wrote ae_007.pth
20240908-13:43:25 wrote ae_008.pth
20240908-13:43:25 wrote ae_009.pth
20240908-13:43:25 epoch_duration 2min54s next_finish 13:46:20
20240908-13:43:25 wrote state.pth
20240908-13:43:25 --- epoch 539 ----------------------------------------
20240908-13:43:25 current_test_accuracies 0.9175 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9385
20240908-13:43:25 time_train=98061 time_c_quizzes=0
20240908-13:43:25 no_c_quiz
20240908-13:43:25 training model 0 (accuracy 0.9175000190734863)
20240908-13:43:25 training model 9 (accuracy 0.9385194182395935)
20240908-13:45:31 train_loss 539 model 0 0.012687387344543822
20240908-13:45:31 train_loss 539 model 9 0.012223521566513228
20240908-13:45:32 test_loss 539 model 0 0.007355514251949557
20240908-13:45:32 test_loss 539 model 9 0.0108910224221745
20240908-13:46:08 test_accuracy 539 model 0 nb_correct 768 / 822 (93.43%)
20240908-13:46:13 test_accuracy 539 model 9 nb_correct 739 / 807 (91.57%)
20240908-13:46:14 wrote ae_000.pth
20240908-13:46:15 wrote ae_001.pth
20240908-13:46:15 wrote ae_002.pth
20240908-13:46:16 wrote ae_003.pth
20240908-13:46:17 wrote ae_004.pth
20240908-13:46:17 wrote ae_005.pth
20240908-13:46:18 wrote ae_006.pth
20240908-13:46:19 wrote ae_007.pth
20240908-13:46:19 wrote ae_008.pth
20240908-13:46:20 wrote ae_009.pth
20240908-13:46:20 epoch_duration 2min54s next_finish 13:49:15
20240908-13:46:20 wrote state.pth
20240908-13:46:20 --- epoch 540 ----------------------------------------
20240908-13:46:20 current_test_accuracies 0.9343 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9157
20240908-13:46:20 time_train=98228 time_c_quizzes=0
20240908-13:46:20 no_c_quiz
20240908-13:46:20 training model 9 (accuracy 0.9157372713088989)
20240908-13:46:20 training model 0 (accuracy 0.9343065619468689)
20240908-13:48:25 train_loss 540 model 0 0.01296805226597644
20240908-13:48:25 train_loss 540 model 9 0.012019275456099422
20240908-13:48:27 test_loss 540 model 0 0.008070392453129216
20240908-13:48:27 test_loss 540 model 9 0.008807357318568165
20240908-13:49:04 test_accuracy 540 model 9 nb_correct 726 / 784 (92.60%)
20240908-13:49:06 test_accuracy 540 model 0 nb_correct 739 / 807 (91.57%)
20240908-13:49:06 wrote ae_000.pth
20240908-13:49:07 wrote ae_001.pth
20240908-13:49:08 wrote ae_002.pth
20240908-13:49:08 wrote ae_003.pth
20240908-13:49:09 wrote ae_004.pth
20240908-13:49:10 wrote ae_005.pth
20240908-13:49:10 wrote ae_006.pth
20240908-13:49:11 wrote ae_007.pth
20240908-13:49:12 wrote ae_008.pth
20240908-13:49:12 wrote ae_009.pth
20240908-13:49:12 epoch_duration 2min52s next_finish 13:52:05
20240908-13:49:12 wrote state.pth
20240908-13:49:12 --- epoch 541 ----------------------------------------
20240908-13:49:12 current_test_accuracies 0.9157 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9260
20240908-13:49:12 time_train=98393 time_c_quizzes=0
20240908-13:49:12 no_c_quiz
20240908-13:49:12 training model 0 (accuracy 0.9157372713088989)
20240908-13:49:12 training model 9 (accuracy 0.9260203838348389)
20240908-13:51:18 train_loss 541 model 0 0.011818435056367888
20240908-13:51:18 train_loss 541 model 9 0.01249074357713107
20240908-13:51:19 test_loss 541 model 0 0.008606538736614766
20240908-13:51:20 test_loss 541 model 9 0.008286006719526996
20240908-13:51:58 test_accuracy 541 model 0 nb_correct 727 / 793 (91.68%)
20240908-13:51:59 test_accuracy 541 model 9 nb_correct 758 / 808 (93.81%)
20240908-13:52:00 wrote ae_000.pth
20240908-13:52:01 wrote ae_001.pth
20240908-13:52:01 wrote ae_002.pth
20240908-13:52:02 wrote ae_003.pth
20240908-13:52:03 wrote ae_004.pth
20240908-13:52:04 wrote ae_005.pth
20240908-13:52:04 wrote ae_006.pth
20240908-13:52:05 wrote ae_007.pth
20240908-13:52:06 wrote ae_008.pth
20240908-13:52:06 wrote ae_009.pth
20240908-13:52:06 epoch_duration 2min53s next_finish 13:55:00
20240908-13:52:06 wrote state.pth
20240908-13:52:06 --- epoch 542 ----------------------------------------
20240908-13:52:06 current_test_accuracies 0.9168 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9381
20240908-13:52:06 time_train=98559 time_c_quizzes=0
20240908-13:52:06 no_c_quiz
20240908-13:52:06 training model 0 (accuracy 0.9167717695236206)
20240908-13:52:06 training model 9 (accuracy 0.9381188154220581)
20240908-13:54:11 train_loss 542 model 9 0.012482231194277119
20240908-13:54:11 train_loss 542 model 0 0.012801638885066495
20240908-13:54:12 test_loss 542 model 9 0.008436228735774876
20240908-13:54:12 test_loss 542 model 0 0.010573532157104637
20240908-13:54:50 test_accuracy 542 model 0 nb_correct 747 / 806 (92.68%)
20240908-13:54:53 test_accuracy 542 model 9 nb_correct 741 / 789 (93.92%)
20240908-13:54:53 wrote ae_000.pth
20240908-13:54:54 wrote ae_001.pth
20240908-13:54:55 wrote ae_002.pth
20240908-13:54:55 wrote ae_003.pth
20240908-13:54:56 wrote ae_004.pth
20240908-13:54:57 wrote ae_005.pth
20240908-13:54:57 wrote ae_006.pth
20240908-13:54:58 wrote ae_007.pth
20240908-13:54:59 wrote ae_008.pth
20240908-13:55:00 wrote ae_009.pth
20240908-13:55:00 epoch_duration 2min53s next_finish 13:57:53
20240908-13:55:00 wrote state.pth
20240908-13:55:00 --- epoch 543 ----------------------------------------
20240908-13:55:00 current_test_accuracies 0.9268 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9392
20240908-13:55:00 time_train=98725 time_c_quizzes=0
20240908-13:55:00 no_c_quiz
20240908-13:55:00 training model 0 (accuracy 0.9267989993095398)
20240908-13:55:00 training model 9 (accuracy 0.9391635060310364)
20240908-13:57:04 train_loss 543 model 0 0.012567060039138597
20240908-13:57:04 train_loss 543 model 9 0.011591862946625042
20240908-13:57:06 test_loss 543 model 0 0.009194884900350076
20240908-13:57:06 test_loss 543 model 9 0.01013137507288775
20240908-13:57:44 test_accuracy 543 model 0 nb_correct 739 / 803 (92.03%)
20240908-13:57:45 test_accuracy 543 model 9 nb_correct 755 / 816 (92.52%)
20240908-13:57:45 wrote ae_000.pth
20240908-13:57:46 wrote ae_001.pth
20240908-13:57:47 wrote ae_002.pth
20240908-13:57:47 wrote ae_003.pth
20240908-13:57:48 wrote ae_004.pth
20240908-13:57:49 wrote ae_005.pth
20240908-13:57:49 wrote ae_006.pth
20240908-13:57:50 wrote ae_007.pth
20240908-13:57:51 wrote ae_008.pth
20240908-13:57:51 wrote ae_009.pth
20240908-13:57:51 epoch_duration 2min51s next_finish 14:00:43
20240908-13:57:51 wrote state.pth
20240908-13:57:51 --- epoch 544 ----------------------------------------
20240908-13:57:51 current_test_accuracies 0.9203 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9252
20240908-13:57:51 time_train=98889 time_c_quizzes=0
20240908-13:57:51 no_c_quiz
20240908-13:57:51 training model 0 (accuracy 0.9202988743782043)
20240908-13:57:51 training model 9 (accuracy 0.9252451062202454)
20240908-13:59:56 train_loss 544 model 9 0.012568105462900348
20240908-13:59:56 train_loss 544 model 0 0.011173787749596159
20240908-13:59:57 test_loss 544 model 9 0.007811433749354535
20240908-13:59:57 test_loss 544 model 0 0.011102443094546287
20240908-14:00:35 test_accuracy 544 model 0 nb_correct 763 / 821 (92.94%)
20240908-14:00:39 test_accuracy 544 model 9 nb_correct 733 / 770 (95.19%)
20240908-14:00:40 wrote ae_000.pth
20240908-14:00:41 wrote ae_001.pth
20240908-14:00:42 wrote ae_002.pth
20240908-14:00:42 wrote ae_003.pth
20240908-14:00:43 wrote ae_004.pth
20240908-14:00:44 wrote ae_005.pth
20240908-14:00:44 wrote ae_006.pth
20240908-14:00:45 wrote ae_007.pth
20240908-14:00:46 wrote ae_008.pth
20240908-14:00:46 wrote ae_009.pth
20240908-14:00:46 epoch_duration 2min54s next_finish 14:03:41
20240908-14:00:46 wrote state.pth
20240908-14:00:46 --- epoch 545 ----------------------------------------
20240908-14:00:46 current_test_accuracies 0.9294 0.9629 0.9463 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9519
20240908-14:00:46 time_train=99056 time_c_quizzes=0
20240908-14:00:46 no_c_quiz
20240908-14:00:46 training model 0 (accuracy 0.9293544292449951)
20240908-14:00:46 training model 2 (accuracy 0.9462500214576721)
20240908-14:02:51 train_loss 545 model 0 0.012855780164154567
20240908-14:02:51 train_loss 545 model 2 0.012882969583106387
20240908-14:02:52 test_loss 545 model 0 0.009327464081798098
20240908-14:02:53 test_loss 545 model 2 0.01020212143765491
20240908-14:03:28 test_accuracy 545 model 0 nb_correct 731 / 795 (91.95%)
20240908-14:03:33 test_accuracy 545 model 2 nb_correct 752 / 815 (92.27%)
20240908-14:03:34 wrote ae_000.pth
20240908-14:03:35 wrote ae_001.pth
20240908-14:03:35 wrote ae_002.pth
20240908-14:03:36 wrote ae_003.pth
20240908-14:03:37 wrote ae_004.pth
20240908-14:03:37 wrote ae_005.pth
20240908-14:03:38 wrote ae_006.pth
20240908-14:03:39 wrote ae_007.pth
20240908-14:03:39 wrote ae_008.pth
20240908-14:03:40 wrote ae_009.pth
20240908-14:03:40 epoch_duration 2min53s next_finish 14:06:34
20240908-14:03:40 wrote state.pth
20240908-14:03:40 --- epoch 546 ----------------------------------------
20240908-14:03:40 current_test_accuracies 0.9195 0.9629 0.9227 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9519
20240908-14:03:40 time_train=99222 time_c_quizzes=0
20240908-14:03:40 no_c_quiz
20240908-14:03:40 training model 0 (accuracy 0.9194968342781067)
20240908-14:03:40 training model 2 (accuracy 0.9226993918418884)
20240908-14:05:45 train_loss 546 model 0 0.011470953554326115
20240908-14:05:45 train_loss 546 model 2 0.012128845682309475
20240908-14:05:47 test_loss 546 model 0 0.007736817999955292
20240908-14:05:47 test_loss 546 model 2 0.010930459743576648
20240908-14:06:23 test_accuracy 546 model 0 nb_correct 757 / 807 (93.80%)
20240908-14:06:30 test_accuracy 546 model 2 nb_correct 762 / 813 (93.73%)
20240908-14:06:31 wrote ae_000.pth
20240908-14:06:31 wrote ae_001.pth
20240908-14:06:32 wrote ae_002.pth
20240908-14:06:33 wrote ae_003.pth
20240908-14:06:33 wrote ae_004.pth
20240908-14:06:34 wrote ae_005.pth
20240908-14:06:35 wrote ae_006.pth
20240908-14:06:35 wrote ae_007.pth
20240908-14:06:36 wrote ae_008.pth
20240908-14:06:37 wrote ae_009.pth
20240908-14:06:37 epoch_duration 2min56s next_finish 14:09:34
20240908-14:06:37 wrote state.pth
20240908-14:06:37 --- epoch 547 ----------------------------------------
20240908-14:06:37 current_test_accuracies 0.9380 0.9629 0.9373 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9519
20240908-14:06:37 time_train=99391 time_c_quizzes=0
20240908-14:06:37 no_c_quiz
20240908-14:06:37 training model 2 (accuracy 0.937269389629364)
20240908-14:06:37 training model 0 (accuracy 0.9380421042442322)
20240908-14:08:42 train_loss 547 model 0 0.012104502952195617
20240908-14:08:42 train_loss 547 model 2 0.01275475031599126
20240908-14:08:43 test_loss 547 model 0 0.00814694930306814
20240908-14:08:43 test_loss 547 model 2 0.008058994930476616
20240908-14:09:22 test_accuracy 547 model 0 nb_correct 744 / 785 (94.78%)
20240908-14:09:22 test_accuracy 547 model 2 nb_correct 728 / 793 (91.80%)
20240908-14:09:23 wrote ae_000.pth
20240908-14:09:24 wrote ae_001.pth
20240908-14:09:24 wrote ae_002.pth
20240908-14:09:25 wrote ae_003.pth
20240908-14:09:26 wrote ae_004.pth
20240908-14:09:26 wrote ae_005.pth
20240908-14:09:27 wrote ae_006.pth
20240908-14:09:28 wrote ae_007.pth
20240908-14:09:28 wrote ae_008.pth
20240908-14:09:29 wrote ae_009.pth
20240908-14:09:29 epoch_duration 2min52s next_finish 14:12:21
20240908-14:09:29 wrote state.pth
20240908-14:09:29 --- epoch 548 ----------------------------------------
20240908-14:09:29 current_test_accuracies 0.9478 0.9629 0.9180 0.9516 0.9512 0.9500 0.9463 0.9466 0.9626 0.9519
20240908-14:09:29 time_train=99556 time_c_quizzes=0
20240908-14:09:29 no_c_quiz
20240908-14:09:29 training model 2 (accuracy 0.9180327653884888)
20240908-14:09:29 training model 6 (accuracy 0.9463414549827576)
20240908-14:11:33 train_loss 548 model 2 0.011390842509459617
20240908-14:11:34 train_loss 548 model 6 0.01197329154434192
20240908-14:11:35 test_loss 548 model 2 0.007506154257816889
20240908-14:11:35 test_loss 548 model 6 0.009579957007929352
20240908-14:12:09 test_accuracy 548 model 2 nb_correct 759 / 803 (94.52%)
20240908-14:12:13 test_accuracy 548 model 6 nb_correct 740 / 801 (92.38%)
20240908-14:12:14 wrote ae_000.pth
20240908-14:12:15 wrote ae_001.pth
20240908-14:12:15 wrote ae_002.pth
20240908-14:12:16 wrote ae_003.pth
20240908-14:12:17 wrote ae_004.pth
20240908-14:12:17 wrote ae_005.pth
20240908-14:12:18 wrote ae_006.pth
20240908-14:12:19 wrote ae_007.pth
20240908-14:12:19 wrote ae_008.pth
20240908-14:12:20 wrote ae_009.pth
20240908-14:12:20 epoch_duration 2min50s next_finish 14:15:11
20240908-14:12:20 wrote state.pth
20240908-14:12:20 --- epoch 549 ----------------------------------------
20240908-14:12:20 current_test_accuracies 0.9478 0.9629 0.9452 0.9516 0.9512 0.9500 0.9238 0.9466 0.9626 0.9519
20240908-14:12:20 time_train=99720 time_c_quizzes=0
20240908-14:12:20 no_c_quiz
20240908-14:12:20 training model 6 (accuracy 0.9238451719284058)
20240908-14:12:20 training model 2 (accuracy 0.9452054500579834)
20240908-14:14:25 train_loss 549 model 6 0.012497504970677255
20240908-14:14:25 train_loss 549 model 2 0.012677366395575517
20240908-14:14:27 test_loss 549 model 6 0.008884215288344422
20240908-14:14:27 test_loss 549 model 2 0.008545168227858113
20240908-14:15:03 test_accuracy 549 model 2 nb_correct 727 / 800 (90.88%)
20240908-14:15:05 test_accuracy 549 model 6 nb_correct 739 / 792 (93.31%)
20240908-14:15:06 wrote ae_000.pth
20240908-14:15:06 wrote ae_001.pth
20240908-14:15:07 wrote ae_002.pth
20240908-14:15:08 wrote ae_003.pth
20240908-14:15:08 wrote ae_004.pth
20240908-14:15:09 wrote ae_005.pth
20240908-14:15:10 wrote ae_006.pth
20240908-14:15:10 wrote ae_007.pth
20240908-14:15:11 wrote ae_008.pth
20240908-14:15:12 wrote ae_009.pth
20240908-14:15:12 epoch_duration 2min51s next_finish 14:18:03
20240908-14:15:12 wrote state.pth
20240908-14:15:12 --- epoch 550 ----------------------------------------
20240908-14:15:12 current_test_accuracies 0.9478 0.9629 0.9087 0.9516 0.9512 0.9500 0.9331 0.9466 0.9626 0.9519
20240908-14:15:12 time_train=99884 time_c_quizzes=0
20240908-14:15:12 no_c_quiz
20240908-14:15:12 training model 2 (accuracy 0.9087499976158142)
20240908-14:15:12 training model 6 (accuracy 0.933080792427063)
20240908-14:17:16 train_loss 550 model 6 0.011679239140312348
20240908-14:17:16 train_loss 550 model 2 0.012729350620407786
20240908-14:17:18 test_loss 550 model 6 0.00788959386085537
20240908-14:17:18 test_loss 550 model 2 0.009608740846633167
20240908-14:17:54 test_accuracy 550 model 6 nb_correct 769 / 817 (94.12%)
20240908-14:17:59 test_accuracy 550 model 2 nb_correct 708 / 782 (90.54%)
20240908-14:18:00 wrote ae_000.pth
20240908-14:18:00 wrote ae_001.pth
20240908-14:18:01 wrote ae_002.pth
20240908-14:18:02 wrote ae_003.pth
20240908-14:18:02 wrote ae_004.pth
20240908-14:18:03 wrote ae_005.pth
20240908-14:18:04 wrote ae_006.pth
20240908-14:18:04 wrote ae_007.pth
20240908-14:18:05 wrote ae_008.pth
20240908-14:18:06 wrote ae_009.pth
20240908-14:18:06 epoch_duration 2min54s next_finish 14:21:00
20240908-14:18:06 wrote state.pth
20240908-14:18:06 --- epoch 551 ----------------------------------------
20240908-14:18:06 current_test_accuracies 0.9478 0.9629 0.9054 0.9516 0.9512 0.9500 0.9412 0.9466 0.9626 0.9519
20240908-14:18:06 time_train=100051 time_c_quizzes=0
20240908-14:18:06 no_c_quiz
20240908-14:18:06 training model 2 (accuracy 0.905370831489563)
20240908-14:18:06 training model 6 (accuracy 0.9412484765052795)
20240908-14:20:10 train_loss 551 model 2 0.012542831155005842
20240908-14:20:11 train_loss 551 model 6 0.012609717419596564
20240908-14:20:12 test_loss 551 model 2 0.011705757578420161
20240908-14:20:12 test_loss 551 model 6 0.010016391342810493
20240908-14:20:50 test_accuracy 551 model 2 nb_correct 743 / 794 (93.58%)
20240908-14:20:51 test_accuracy 551 model 6 nb_correct 709 / 788 (89.97%)
20240908-14:20:52 wrote ae_000.pth
20240908-14:20:53 wrote ae_001.pth
20240908-14:20:53 wrote ae_002.pth
20240908-14:20:54 wrote ae_003.pth
20240908-14:20:55 wrote ae_004.pth
20240908-14:20:55 wrote ae_005.pth
20240908-14:20:56 wrote ae_006.pth
20240908-14:20:57 wrote ae_007.pth
20240908-14:20:57 wrote ae_008.pth
20240908-14:20:58 wrote ae_009.pth
20240908-14:20:58 epoch_duration 2min52s next_finish 14:23:50
20240908-14:20:58 wrote state.pth
20240908-14:20:58 --- epoch 552 ----------------------------------------
20240908-14:20:58 current_test_accuracies 0.9478 0.9629 0.9358 0.9516 0.9512 0.9500 0.8997 0.9466 0.9626 0.9519
20240908-14:20:58 time_train=100216 time_c_quizzes=0
20240908-14:20:58 no_c_quiz
20240908-14:20:58 training model 6 (accuracy 0.8997461795806885)
20240908-14:20:58 training model 2 (accuracy 0.9357682466506958)
20240908-14:23:03 train_loss 552 model 6 0.012111635871176986
20240908-14:23:03 train_loss 552 model 2 0.012190144605299793
20240908-14:23:04 test_loss 552 model 6 0.007806321885732359
20240908-14:23:05 test_loss 552 model 2 0.00770603928649507
20240908-14:23:42 test_accuracy 552 model 2 nb_correct 763 / 811 (94.08%)
20240908-14:23:44 test_accuracy 552 model 6 nb_correct 748 / 801 (93.38%)
20240908-14:23:45 wrote ae_000.pth
20240908-14:23:45 wrote ae_001.pth
20240908-14:23:46 wrote ae_002.pth
20240908-14:23:47 wrote ae_003.pth
20240908-14:23:47 wrote ae_004.pth
20240908-14:23:48 wrote ae_005.pth
20240908-14:23:49 wrote ae_006.pth
20240908-14:23:49 wrote ae_007.pth
20240908-14:23:50 wrote ae_008.pth
20240908-14:23:51 wrote ae_009.pth
20240908-14:23:51 epoch_duration 2min52s next_finish 14:26:44
20240908-14:23:51 wrote state.pth
20240908-14:23:51 --- epoch 553 ----------------------------------------
20240908-14:23:51 current_test_accuracies 0.9478 0.9629 0.9408 0.9516 0.9512 0.9500 0.9338 0.9466 0.9626 0.9519
20240908-14:23:51 time_train=100381 time_c_quizzes=0
20240908-14:23:51 no_c_quiz
20240908-14:23:51 training model 6 (accuracy 0.9338327050209045)
20240908-14:23:51 training model 2 (accuracy 0.9408138394355774)
20240908-14:25:56 train_loss 553 model 6 0.012064963916627676
20240908-14:25:56 train_loss 553 model 2 0.012461185987580394
20240908-14:25:57 test_loss 553 model 6 0.010426510916477127
20240908-14:25:57 test_loss 553 model 2 0.00736331810529407
20240908-14:26:34 test_accuracy 553 model 6 nb_correct 765 / 812 (94.21%)
20240908-14:26:36 test_accuracy 553 model 2 nb_correct 749 / 792 (94.57%)
20240908-14:26:36 wrote ae_000.pth
20240908-14:26:37 wrote ae_001.pth
20240908-14:26:38 wrote ae_002.pth
20240908-14:26:39 wrote ae_003.pth
20240908-14:26:39 wrote ae_004.pth
20240908-14:26:40 wrote ae_005.pth
20240908-14:26:41 wrote ae_006.pth
20240908-14:26:41 wrote ae_007.pth
20240908-14:26:42 wrote ae_008.pth
20240908-14:26:43 wrote ae_009.pth
20240908-14:26:43 epoch_duration 2min51s next_finish 14:29:35
20240908-14:26:43 wrote state.pth
20240908-14:26:43 --- epoch 554 ----------------------------------------
20240908-14:26:43 current_test_accuracies 0.9478 0.9629 0.9457 0.9516 0.9512 0.9500 0.9421 0.9466 0.9626 0.9519
20240908-14:26:43 time_train=100545 time_c_quizzes=0
20240908-14:26:43 no_c_quiz
20240908-14:26:43 training model 6 (accuracy 0.942118227481842)
20240908-14:26:43 training model 2 (accuracy 0.9457070827484131)
20240908-14:28:47 train_loss 554 model 6 0.011858799186746182
20240908-14:28:47 train_loss 554 model 2 0.011551296315303262
20240908-14:28:49 test_loss 554 model 6 0.007322008373864719
20240908-14:28:49 test_loss 554 model 2 0.00748190780409459
20240908-14:29:24 test_accuracy 554 model 6 nb_correct 756 / 798 (94.74%)
20240908-14:29:25 test_accuracy 554 model 2 nb_correct 761 / 797 (95.48%)
20240908-14:29:26 wrote ae_000.pth
20240908-14:29:26 wrote ae_001.pth
20240908-14:29:27 wrote ae_002.pth
20240908-14:29:28 wrote ae_003.pth
20240908-14:29:28 wrote ae_004.pth
20240908-14:29:29 wrote ae_005.pth
20240908-14:29:30 wrote ae_006.pth
20240908-14:29:31 wrote ae_007.pth
20240908-14:29:31 wrote ae_008.pth
20240908-14:29:32 wrote ae_009.pth
20240908-14:29:32 epoch_duration 2min49s next_finish 14:32:21
20240908-14:29:32 wrote state.pth
20240908-14:29:32 --- epoch 555 ----------------------------------------
20240908-14:29:32 current_test_accuracies 0.9478 0.9629 0.9548 0.9516 0.9512 0.9500 0.9474 0.9466 0.9626 0.9519
20240908-14:29:32 time_train=100707 time_c_quizzes=0
20240908-14:29:32 no_c_quiz
20240908-14:29:32 training model 7 (accuracy 0.946601927280426)
20240908-14:29:32 training model 6 (accuracy 0.9473684430122375)
20240908-14:31:36 train_loss 555 model 7 0.011958713150852418
20240908-14:31:37 train_loss 555 model 6 0.011434114504894751
20240908-14:31:38 test_loss 555 model 7 0.009882534538672872
20240908-14:31:38 test_loss 555 model 6 0.008526062680266478
20240908-14:32:14 test_accuracy 555 model 7 nb_correct 758 / 797 (95.11%)
20240908-14:32:17 test_accuracy 555 model 6 nb_correct 753 / 801 (94.01%)
20240908-14:32:17 wrote ae_000.pth
20240908-14:32:18 wrote ae_001.pth
20240908-14:32:19 wrote ae_002.pth
20240908-14:32:20 wrote ae_003.pth
20240908-14:32:20 wrote ae_004.pth
20240908-14:32:21 wrote ae_005.pth
20240908-14:32:22 wrote ae_006.pth
20240908-14:32:22 wrote ae_007.pth
20240908-14:32:23 wrote ae_008.pth
20240908-14:32:24 wrote ae_009.pth
20240908-14:32:24 epoch_duration 2min51s next_finish 14:35:16
20240908-14:32:24 wrote state.pth
20240908-14:32:24 --- epoch 556 ----------------------------------------
20240908-14:32:24 current_test_accuracies 0.9478 0.9629 0.9548 0.9516 0.9512 0.9500 0.9401 0.9511 0.9626 0.9519
20240908-14:32:24 time_train=100871 time_c_quizzes=0
20240908-14:32:24 no_c_quiz
20240908-14:32:24 training model 6 (accuracy 0.9400749206542969)
20240908-14:32:24 training model 0 (accuracy 0.9477707147598267)
20240908-14:34:29 train_loss 556 model 0 0.012001744207638694
20240908-14:34:29 train_loss 556 model 6 0.011679186349880183
20240908-14:34:30 test_loss 556 model 0 0.009119090109197713
20240908-14:34:30 test_loss 556 model 6 0.007769829406049667
20240908-14:35:06 test_accuracy 556 model 6 nb_correct 743 / 786 (94.53%)
20240908-14:35:11 test_accuracy 556 model 0 nb_correct 768 / 810 (94.81%)
20240908-14:35:12 wrote ae_000.pth
20240908-14:35:12 wrote ae_001.pth
20240908-14:35:13 wrote ae_002.pth
20240908-14:35:14 wrote ae_003.pth
20240908-14:35:15 wrote ae_004.pth
20240908-14:35:15 wrote ae_005.pth
20240908-14:35:16 wrote ae_006.pth
20240908-14:35:17 wrote ae_007.pth
20240908-14:35:17 wrote ae_008.pth
20240908-14:35:18 wrote ae_009.pth
20240908-14:35:18 epoch_duration 2min54s next_finish 14:38:12
20240908-14:35:18 wrote state.pth
20240908-14:35:18 --- epoch 557 ----------------------------------------
20240908-14:35:18 current_test_accuracies 0.9481 0.9629 0.9548 0.9516 0.9512 0.9500 0.9453 0.9511 0.9626 0.9519
20240908-14:35:18 time_train=101038 time_c_quizzes=0
20240908-14:35:18 no_c_quiz
20240908-14:35:18 training model 6 (accuracy 0.945292592048645)
20240908-14:35:18 training model 0 (accuracy 0.9481481313705444)
20240908-14:37:23 train_loss 557 model 6 0.011706520055089641
20240908-14:37:23 train_loss 557 model 0 0.01265575291616551
20240908-14:37:24 test_loss 557 model 6 0.005919447308215808
20240908-14:37:24 test_loss 557 model 0 0.010177558915137297
20240908-14:37:59 test_accuracy 557 model 6 nb_correct 780 / 824 (94.66%)
20240908-14:37:59 test_accuracy 557 model 0 nb_correct 749 / 797 (93.98%)
20240908-14:38:00 wrote ae_000.pth
20240908-14:38:01 wrote ae_001.pth
20240908-14:38:02 wrote ae_002.pth
20240908-14:38:02 wrote ae_003.pth
20240908-14:38:03 wrote ae_004.pth
20240908-14:38:04 wrote ae_005.pth
20240908-14:38:04 wrote ae_006.pth
20240908-14:38:05 wrote ae_007.pth
20240908-14:38:06 wrote ae_008.pth
20240908-14:38:06 wrote ae_009.pth
20240908-14:38:06 epoch_duration 2min48s next_finish 14:40:55
20240908-14:38:06 wrote state.pth
20240908-14:38:06 --- epoch 558 ----------------------------------------
20240908-14:38:06 current_test_accuracies 0.9398 0.9629 0.9548 0.9516 0.9512 0.9500 0.9466 0.9511 0.9626 0.9519
20240908-14:38:06 time_train=101199 time_c_quizzes=0
20240908-14:38:06 no_c_quiz
20240908-14:38:06 training model 0 (accuracy 0.9397741556167603)
20240908-14:38:06 training model 6 (accuracy 0.946601927280426)
20240908-14:40:11 train_loss 558 model 0 0.012305316363643215
20240908-14:40:11 train_loss 558 model 6 0.011166965104403062
20240908-14:40:13 test_loss 558 model 0 0.010985936621727888
20240908-14:40:13 test_loss 558 model 6 0.009852207301810268
20240908-14:40:47 test_accuracy 558 model 6 nb_correct 760 / 794 (95.72%)
20240908-14:40:52 test_accuracy 558 model 0 nb_correct 721 / 777 (92.79%)
20240908-14:40:52 wrote ae_000.pth
20240908-14:40:53 wrote ae_001.pth
20240908-14:40:54 wrote ae_002.pth
20240908-14:40:54 wrote ae_003.pth
20240908-14:40:55 wrote ae_004.pth
20240908-14:40:56 wrote ae_005.pth
20240908-14:40:56 wrote ae_006.pth
20240908-14:40:57 wrote ae_007.pth
20240908-14:40:58 wrote ae_008.pth
20240908-14:40:58 wrote ae_009.pth
20240908-14:40:58 epoch_duration 2min51s next_finish 14:43:50
20240908-14:40:58 wrote state.pth
20240908-14:40:58 --- epoch 559 ----------------------------------------
20240908-14:40:58 current_test_accuracies 0.9279 0.9629 0.9548 0.9516 0.9512 0.9500 0.9572 0.9511 0.9626 0.9519
20240908-14:40:58 time_train=101364 time_c_quizzes=0
20240908-14:40:58 no_c_quiz
20240908-14:40:58 training model 0 (accuracy 0.9279279112815857)
20240908-14:40:58 training model 5 (accuracy 0.949999988079071)
20240908-14:43:03 train_loss 559 model 5 0.012661524535193166
20240908-14:43:03 train_loss 559 model 0 0.012495395002326404
20240908-14:43:05 test_loss 559 model 5 0.007361746042897721
20240908-14:43:05 test_loss 559 model 0 0.008088447643876862
20240908-14:43:40 test_accuracy 559 model 5 nb_correct 747 / 803 (93.03%)
20240908-14:43:42 test_accuracy 559 model 0 nb_correct 733 / 781 (93.85%)
20240908-14:43:43 wrote ae_000.pth
20240908-14:43:43 wrote ae_001.pth
20240908-14:43:44 wrote ae_002.pth
20240908-14:43:45 wrote ae_003.pth
20240908-14:43:45 wrote ae_004.pth
20240908-14:43:46 wrote ae_005.pth
20240908-14:43:47 wrote ae_006.pth
20240908-14:43:47 wrote ae_007.pth
20240908-14:43:48 wrote ae_008.pth
20240908-14:43:49 wrote ae_009.pth
20240908-14:43:49 epoch_duration 2min50s next_finish 14:46:39
20240908-14:43:49 wrote state.pth
20240908-14:43:49 --- epoch 560 ----------------------------------------
20240908-14:43:49 current_test_accuracies 0.9385 0.9629 0.9548 0.9516 0.9512 0.9303 0.9572 0.9511 0.9626 0.9519
20240908-14:43:49 time_train=101527 time_c_quizzes=0
20240908-14:43:49 no_c_quiz
20240908-14:43:49 training model 5 (accuracy 0.930261492729187)
20240908-14:43:49 training model 0 (accuracy 0.9385403394699097)
20240908-14:45:54 train_loss 560 model 0 0.01167819047953526
20240908-14:45:54 train_loss 560 model 5 0.0117459192188835
20240908-14:45:55 test_loss 560 model 0 0.013791632953041245
20240908-14:45:55 test_loss 560 model 5 0.008251607120973859
20240908-14:46:31 test_accuracy 560 model 5 nb_correct 747 / 792 (94.32%)
20240908-14:46:35 test_accuracy 560 model 0 nb_correct 733 / 795 (92.20%)
20240908-14:46:36 wrote ae_000.pth
20240908-14:46:36 wrote ae_001.pth
20240908-14:46:37 wrote ae_002.pth
20240908-14:46:38 wrote ae_003.pth
20240908-14:46:38 wrote ae_004.pth
20240908-14:46:39 wrote ae_005.pth
20240908-14:46:40 wrote ae_006.pth
20240908-14:46:41 wrote ae_007.pth
20240908-14:46:41 wrote ae_008.pth
20240908-14:46:42 wrote ae_009.pth
20240908-14:46:42 epoch_duration 2min53s next_finish 14:49:35
20240908-14:46:42 wrote state.pth
20240908-14:46:42 --- epoch 561 ----------------------------------------
20240908-14:46:42 current_test_accuracies 0.9220 0.9629 0.9548 0.9516 0.9512 0.9432 0.9572 0.9511 0.9626 0.9519
20240908-14:46:42 time_train=101693 time_c_quizzes=0
20240908-14:46:42 no_c_quiz
20240908-14:46:42 training model 0 (accuracy 0.9220125675201416)
20240908-14:46:42 training model 5 (accuracy 0.9431818127632141)
20240908-14:48:47 train_loss 561 model 0 0.011528354201362162
20240908-14:48:47 train_loss 561 model 5 0.012262341144649327
20240908-14:48:48 test_loss 561 model 0 0.011924816956320684
20240908-14:48:48 test_loss 561 model 5 0.010032121877338795
20240908-14:49:24 test_accuracy 561 model 0 nb_correct 770 / 805 (95.65%)
20240908-14:49:26 test_accuracy 561 model 5 nb_correct 748 / 808 (92.57%)
20240908-14:49:27 wrote ae_000.pth
20240908-14:49:28 wrote ae_001.pth
20240908-14:49:28 wrote ae_002.pth
20240908-14:49:29 wrote ae_003.pth
20240908-14:49:30 wrote ae_004.pth
20240908-14:49:30 wrote ae_005.pth
20240908-14:49:31 wrote ae_006.pth
20240908-14:49:32 wrote ae_007.pth
20240908-14:49:32 wrote ae_008.pth
20240908-14:49:33 wrote ae_009.pth
20240908-14:49:33 epoch_duration 2min51s next_finish 14:52:24
20240908-14:49:33 wrote state.pth
20240908-14:49:33 --- epoch 562 ----------------------------------------
20240908-14:49:33 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9512 0.9257 0.9572 0.9511 0.9626 0.9519
20240908-14:49:33 time_train=101857 time_c_quizzes=0
20240908-14:49:33 no_c_quiz
20240908-14:49:33 training model 5 (accuracy 0.9257425665855408)
20240908-14:49:33 training model 7 (accuracy 0.9510664939880371)
20240908-14:51:38 train_loss 562 model 7 0.011817606558619445
20240908-14:51:38 train_loss 562 model 5 0.012290480298681359
20240908-14:51:39 test_loss 562 model 7 0.010481173563857738
20240908-14:51:39 test_loss 562 model 5 0.007567151743904788
20240908-14:52:15 test_accuracy 562 model 7 nb_correct 742 / 788 (94.16%)
20240908-14:52:19 test_accuracy 562 model 5 nb_correct 725 / 779 (93.07%)
20240908-14:52:20 wrote ae_000.pth
20240908-14:52:21 wrote ae_001.pth
20240908-14:52:21 wrote ae_002.pth
20240908-14:52:22 wrote ae_003.pth
20240908-14:52:23 wrote ae_004.pth
20240908-14:52:23 wrote ae_005.pth
20240908-14:52:24 wrote ae_006.pth
20240908-14:52:25 wrote ae_007.pth
20240908-14:52:25 wrote ae_008.pth
20240908-14:52:26 wrote ae_009.pth
20240908-14:52:26 epoch_duration 2min53s next_finish 14:55:19
20240908-14:52:26 wrote state.pth
20240908-14:52:26 --- epoch 563 ----------------------------------------
20240908-14:52:26 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9512 0.9307 0.9572 0.9416 0.9626 0.9519
20240908-14:52:26 time_train=102023 time_c_quizzes=0
20240908-14:52:26 no_c_quiz
20240908-14:52:26 training model 5 (accuracy 0.9306803345680237)
20240908-14:52:26 training model 7 (accuracy 0.9416243433952332)
20240908-14:54:31 train_loss 563 model 5 0.011790674191621293
20240908-14:54:31 train_loss 563 model 7 0.012377422214580292
20240908-14:54:32 test_loss 563 model 5 0.011162808708699856
20240908-14:54:33 test_loss 563 model 7 0.00830955811948968
20240908-14:55:07 test_accuracy 563 model 5 nb_correct 785 / 820 (95.73%)
20240908-14:55:10 test_accuracy 563 model 7 nb_correct 757 / 803 (94.27%)
20240908-14:55:10 wrote ae_000.pth
20240908-14:55:11 wrote ae_001.pth
20240908-14:55:12 wrote ae_002.pth
20240908-14:55:12 wrote ae_003.pth
20240908-14:55:13 wrote ae_004.pth
20240908-14:55:14 wrote ae_005.pth
20240908-14:55:14 wrote ae_006.pth
20240908-14:55:15 wrote ae_007.pth
20240908-14:55:16 wrote ae_008.pth
20240908-14:55:16 wrote ae_009.pth
20240908-14:55:16 epoch_duration 2min50s next_finish 14:58:07
20240908-14:55:16 wrote state.pth
20240908-14:55:16 --- epoch 564 ----------------------------------------
20240908-14:55:16 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9512 0.9573 0.9572 0.9427 0.9626 0.9519
20240908-14:55:16 time_train=102186 time_c_quizzes=0
20240908-14:55:16 no_c_quiz
20240908-14:55:16 training model 7 (accuracy 0.9427148103713989)
20240908-14:55:16 training model 4 (accuracy 0.9511889815330505)
20240908-14:57:21 train_loss 564 model 4 0.011763004406962863
20240908-14:57:21 train_loss 564 model 7 0.012563351808086737
20240908-14:57:23 test_loss 564 model 4 0.008064005133007868
20240908-14:57:23 test_loss 564 model 7 0.009893238107173375
20240908-14:57:57 test_accuracy 564 model 7 nb_correct 756 / 804 (94.03%)
20240908-14:58:01 test_accuracy 564 model 4 nb_correct 747 / 798 (93.61%)
20240908-14:58:02 wrote ae_000.pth
20240908-14:58:03 wrote ae_001.pth
20240908-14:58:03 wrote ae_002.pth
20240908-14:58:04 wrote ae_003.pth
20240908-14:58:04 wrote ae_004.pth
20240908-14:58:05 wrote ae_005.pth
20240908-14:58:06 wrote ae_006.pth
20240908-14:58:06 wrote ae_007.pth
20240908-14:58:07 wrote ae_008.pth
20240908-14:58:08 wrote ae_009.pth
20240908-14:58:08 epoch_duration 2min51s next_finish 15:00:59
20240908-14:58:08 wrote state.pth
20240908-14:58:08 --- epoch 565 ----------------------------------------
20240908-14:58:08 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9361 0.9573 0.9572 0.9403 0.9626 0.9519
20240908-14:58:08 time_train=102350 time_c_quizzes=0
20240908-14:58:08 no_c_quiz
20240908-14:58:08 training model 4 (accuracy 0.9360902309417725)
20240908-14:58:08 training model 7 (accuracy 0.9402984976768494)
20240908-15:00:13 train_loss 565 model 4 0.011800046181893776
20240908-15:00:13 train_loss 565 model 7 0.012045742688787869
20240908-15:00:14 test_loss 565 model 4 0.009776980710284988
20240908-15:00:14 test_loss 565 model 7 0.007401875505058797
20240908-15:00:50 test_accuracy 565 model 7 nb_correct 773 / 816 (94.73%)
20240908-15:00:52 test_accuracy 565 model 4 nb_correct 751 / 795 (94.47%)
20240908-15:00:52 wrote ae_000.pth
20240908-15:00:53 wrote ae_001.pth
20240908-15:00:54 wrote ae_002.pth
20240908-15:00:54 wrote ae_003.pth
20240908-15:00:55 wrote ae_004.pth
20240908-15:00:56 wrote ae_005.pth
20240908-15:00:57 wrote ae_006.pth
20240908-15:00:57 wrote ae_007.pth
20240908-15:00:58 wrote ae_008.pth
20240908-15:00:59 wrote ae_009.pth
20240908-15:00:59 epoch_duration 2min50s next_finish 15:03:49
20240908-15:00:59 wrote state.pth
20240908-15:00:59 --- epoch 566 ----------------------------------------
20240908-15:00:59 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9447 0.9573 0.9572 0.9473 0.9626 0.9519
20240908-15:00:59 time_train=102513 time_c_quizzes=0
20240908-15:00:59 no_c_quiz
20240908-15:00:59 training model 4 (accuracy 0.944654107093811)
20240908-15:00:59 training model 7 (accuracy 0.9473039507865906)
20240908-15:03:03 train_loss 566 model 7 0.011620559213673914
20240908-15:03:03 train_loss 566 model 4 0.011090957031707148
20240908-15:03:05 test_loss 566 model 7 0.0073407318293931215
20240908-15:03:05 test_loss 566 model 4 0.009712674932052323
20240908-15:03:40 test_accuracy 566 model 7 nb_correct 778 / 812 (95.81%)
20240908-15:03:40 test_accuracy 566 model 4 nb_correct 770 / 807 (95.42%)
20240908-15:03:41 wrote ae_000.pth
20240908-15:03:42 wrote ae_001.pth
20240908-15:03:42 wrote ae_002.pth
20240908-15:03:43 wrote ae_003.pth
20240908-15:03:44 wrote ae_004.pth
20240908-15:03:44 wrote ae_005.pth
20240908-15:03:45 wrote ae_006.pth
20240908-15:03:46 wrote ae_007.pth
20240908-15:03:46 wrote ae_008.pth
20240908-15:03:47 wrote ae_009.pth
20240908-15:03:47 epoch_duration 2min48s next_finish 15:06:36
20240908-15:03:47 wrote state.pth
20240911-22:57:29 argv ./main.py --result_dir=results_diffusion_v7_x10 --nb_models=10 --resume --seed=2 --nb_hints=40
20240911-22:57:29 args.log_filename train.log
20240911-22:57:29 args.result_dir results_diffusion_v7_x10
20240911-22:57:29 args.seed 2
20240911-22:57:29 args.resume True
20240911-22:57:29 args.max_percents_of_test_in_train -1
20240911-22:57:29 args.log_command None
20240911-22:57:29 args.nb_epochs 10000
20240911-22:57:29 args.batch_size 25
20240911-22:57:29 args.physical_batch_size None
20240911-22:57:29 args.inference_batch_size 25
20240911-22:57:29 args.nb_train_samples 25000
20240911-22:57:29 args.nb_test_samples 1000
20240911-22:57:29 args.nb_train_alien_samples 0
20240911-22:57:29 args.nb_test_alien_samples 0
20240911-22:57:29 args.nb_c_quizzes 2500
20240911-22:57:29 args.nb_new_c_quizzes_for_train None
20240911-22:57:29 args.nb_new_c_quizzes_for_test None
20240911-22:57:29 args.c_quiz_multiplier 1
20240911-22:57:29 args.learning_rate 0.0005
20240911-22:57:29 args.reboot False
20240911-22:57:29 args.model 37M
20240911-22:57:29 args.dim_model 512
20240911-22:57:29 args.dim_keys 64
20240911-22:57:29 args.dim_hidden 2048
20240911-22:57:29 args.nb_heads 8
20240911-22:57:29 args.nb_blocks 12
20240911-22:57:29 args.dropout 0.5
20240911-22:57:29 args.deterministic_synthesis False
20240911-22:57:29 args.problem grids
20240911-22:57:29 args.nb_threads 1
20240911-22:57:29 args.gpus all
20240911-22:57:29 args.nb_models 10
20240911-22:57:29 args.nb_diffusion_iterations 25
20240911-22:57:29 args.diffusion_delta 0.05
20240911-22:57:29 args.diffusion_epsilon 0.05
20240911-22:57:29 args.min_succeed_to_validate 2
20240911-22:57:29 args.accuracy_to_make_c_quizzes 0.95
20240911-22:57:29 args.prompt_noise 0.05
20240911-22:57:29 args.nb_hints 40
20240911-22:57:29 args.nb_runs 1
20240911-22:57:29 args.dirty_debug False
20240911-22:57:29 args.test None
20240911-22:57:29 args.quizzes None
20240911-22:57:29 args.grids_world_tasks replace_color,translate,grow,frame
20240911-22:57:29 args.sky_height 6
20240911-22:57:29 args.sky_width 8
20240911-22:57:29 args.sky_nb_birds 3
20240911-22:57:29 args.sky_nb_iterations 2
20240911-22:57:29 args.sky_speed 3
20240911-22:57:29 main_device cuda:0 gpus ['cuda:0', 'cuda:1']
20240911-22:57:29 vocabulary_size 15
20240911-22:57:33 successfully loaded ae_000.pth
20240911-22:57:33 successfully loaded ae_001.pth
20240911-22:57:33 successfully loaded ae_002.pth
20240911-22:57:34 successfully loaded ae_003.pth
20240911-22:57:34 successfully loaded ae_004.pth
20240911-22:57:34 successfully loaded ae_005.pth
20240911-22:57:34 successfully loaded ae_006.pth
20240911-22:57:35 successfully loaded ae_007.pth
20240911-22:57:35 successfully loaded ae_008.pth
20240911-22:57:35 successfully loaded ae_009.pth
20240911-22:57:35 successfully loaded state.pth
20240911-22:57:35 nb_parameters 37820431 (37M)
20240911-22:57:35 wrote state.pth
20240911-22:57:35 --- epoch 567 ----------------------------------------
20240911-22:57:35 current_test_accuracies 0.9565 0.9629 0.9548 0.9516 0.9542 0.9573 0.9572 0.9581 0.9626 0.9519
20240911-22:57:35 time_train=0 time_c_quizzes=0
20240911-22:57:36 wrote ae_000_naive.pth
20240911-22:57:37 wrote ae_001_naive.pth
20240911-22:57:38 wrote ae_002_naive.pth
20240911-22:57:39 wrote ae_003_naive.pth
20240911-22:57:39 wrote ae_004_naive.pth
20240911-22:57:40 wrote ae_005_naive.pth
20240911-22:57:41 wrote ae_006_naive.pth
20240911-22:57:42 wrote ae_007_naive.pth
20240911-22:57:43 wrote ae_008_naive.pth
20240911-22:57:44 wrote ae_009_naive.pth
20240911-22:57:44 dummy tensor([0.2299])
20240911-22:57:44 dummy tensor([0.3032])
20240911-22:57:55 nb_generated 0 model 0 (finishes ??? -- 0/h)
20240911-22:58:02 nb_generated 0 model 4 (finishes ??? -- 0/h)
20240911-22:58:11 nb_generated 0 model 7 (finishes ??? -- 0/h)
20240911-22:58:12 nb_generated 2 model 0 (finishes Thu 08:36 -- 129/h)
20240911-22:58:24 nb_generated 0 model 3 (finishes ??? -- 0/h)
20240911-22:58:29 nb_generated 5 model 6 (finishes Thu 06:48 -- 159/h)
20240911-22:58:38 nb_generated 6 model 4 (finishes Thu 05:13 -- 199/h)
20240911-22:58:47 nb_generated 2 model 9 (finishes Thu 20:51 -- 57/h)
20240911-22:58:55 nb_generated 8 model 8 (finishes Thu 05:09 -- 201/h)
20240911-22:59:01 nb_generated 3 model 4 (finishes Thu 12:23 -- 93/h)
20240911-22:59:05 nb_generated 8 model 7 (finishes Thu 06:01 -- 177/h)
20240911-22:59:10 nb_generated 4 model 7 (finishes Thu 13:57 -- 83/h)
20240911-22:59:15 nb_generated 10 model 7 (finishes Thu 05:17 -- 197/h)
20240911-22:59:23 nb_generated 11 model 2 (finishes Thu 04:43 -- 216/h)
20240911-22:59:28 nb_generated 8 model 4 (finishes Thu 06:12 -- 172/h)
20240911-22:59:31 nb_generated 12 model 7 (finishes Thu 04:18 -- 234/h)
20240911-22:59:39 nb_generated 10 model 8 (finishes Thu 04:40 -- 218/h)
20240911-22:59:41 nb_generated 12 model 4 (finishes Thu 04:47 -- 214/h)
20240911-22:59:48 nb_generated 13 model 4 (finishes Thu 05:07 -- 202/h)
20240911-22:59:56 nb_generated 12 model 6 (finishes Thu 04:41 -- 218/h)
20240911-22:59:57 nb_generated 15 model 3 (finishes Thu 04:05 -- 243/h)
20240911-23:00:03 nb_generated 13 model 5 (finishes Thu 04:20 -- 232/h)
20240911-23:00:12 nb_generated 15 model 9 (finishes Thu 04:41 -- 218/h)
20240911-23:00:13 nb_generated 13 model 7 (finishes Thu 04:42 -- 217/h)
20240911-23:00:24 nb_generated 16 model 0 (finishes Thu 04:31 -- 225/h)
20240911-23:00:29 nb_generated 15 model 7 (finishes Thu 04:10 -- 240/h)
20240911-23:00:32 nb_generated 17 model 3 (finishes Thu 04:16 -- 235/h)
20240911-23:00:38 nb_generated 18 model 1 (finishes Thu 03:17 -- 288/h)
20240911-23:00:43 nb_generated 18 model 5 (finishes Thu 04:08 -- 241/h)
20240911-23:00:50 nb_generated 19 model 7 (finishes Thu 03:56 -- 251/h)
20240911-23:00:51 nb_generated 18 model 0 (finishes Thu 03:36 -- 268/h)
20240911-23:01:00 nb_generated 21 model 5 (finishes Thu 03:30 -- 274/h)
20240911-23:01:02 nb_generated 19 model 8 (finishes Thu 04:16 -- 235/h)
20240911-23:01:07 nb_generated 22 model 3 (finishes Thu 03:22 -- 283/h)
20240911-23:01:12 nb_generated 20 model 7 (finishes Thu 04:07 -- 241/h)
20240911-23:01:14 nb_generated 23 model 6 (finishes Thu 03:15 -- 290/h)
20240911-23:01:22 nb_generated 22 model 2 (finishes Thu 04:01 -- 247/h)
20240911-23:01:30 nb_generated 24 model 5 (finishes Thu 03:34 -- 270/h)
20240911-23:01:32 nb_generated 23 model 1 (finishes Thu 03:54 -- 252/h)
20240911-23:01:38 nb_generated 24 model 2 (finishes Thu 03:44 -- 261/h)
20240911-23:01:38 nb_generated 24 model 3 (finishes Thu 04:03 -- 245/h)
20240911-23:01:50 nb_generated 26 model 8 (finishes Thu 03:42 -- 263/h)
20240911-23:01:50 nb_generated 25 model 8 (finishes Thu 03:59 -- 248/h)
20240911-23:01:57 nb_generated 28 model 7 (finishes Thu 03:34 -- 270/h)
20240911-23:01:58 nb_generated 27 model 8 (finishes Thu 03:35 -- 269/h)
20240911-23:02:05 nb_generated 28 model 1 (finishes Thu 03:29 -- 276/h)
20240911-23:02:08 nb_generated 31 model 4 (finishes Thu 03:07 -- 299/h)
20240911-23:02:12 nb_generated 31 model 4 (finishes Thu 03:01 -- 308/h)
20240911-23:02:17 nb_generated 32 model 6 (finishes Thu 03:05 -- 303/h)
20240911-23:02:18 nb_generated 32 model 7 (finishes Thu 02:56 -- 314/h)
20240911-23:02:28 nb_generated 34 model 6 (finishes Thu 02:54 -- 316/h)
20240911-23:02:30 nb_generated 34 model 6 (finishes Thu 02:47 -- 326/h)
20240911-23:02:38 nb_generated 35 model 2 (finishes Thu 02:53 -- 318/h)
20240911-23:02:41 nb_generated 35 model 0 (finishes Thu 02:46 -- 327/h)
20240911-23:02:48 nb_generated 37 model 9 (finishes Thu 02:52 -- 319/h)
20240911-23:02:50 nb_generated 36 model 0 (finishes Thu 02:53 -- 317/h)
20240911-23:02:55 nb_generated 39 model 1 (finishes Thu 02:41 -- 335/h)
20240911-23:02:59 nb_generated 37 model 5 (finishes Thu 02:52 -- 320/h)
20240911-23:03:01 nb_generated 41 model 4 (finishes Thu 02:37 -- 341/h)
20240911-23:03:08 nb_generated 38 model 4 (finishes Thu 02:59 -- 310/h)
20240911-23:03:12 nb_generated 42 model 0 (finishes Thu 02:38 -- 340/h)
20240911-23:03:20 nb_generated 46 model 1 (finishes Thu 02:23 -- 363/h)
20240911-23:03:20 nb_generated 39 model 5 (finishes Thu 02:59 -- 310/h)
20240911-23:03:27 nb_generated 39 model 1 (finishes Thu 03:03 -- 304/h)
20240911-23:03:27 nb_generated 49 model 1 (finishes Thu 02:11 -- 387/h)
20240911-23:03:34 nb_generated 49 model 3 (finishes Thu 02:14 -- 380/h)
20240911-23:03:35 nb_generated 40 model 4 (finishes Thu 03:01 -- 307/h)
20240911-23:03:40 nb_generated 50 model 5 (finishes Thu 02:13 -- 383/h)
20240911-23:03:50 nb_generated 53 model 3 (finishes Thu 02:13 -- 383/h)
20240911-23:03:53 nb_generated 42 model 9 (finishes Thu 02:57 -- 312/h)
20240911-23:03:57 nb_generated 54 model 3 (finishes Thu 02:17 -- 376/h)
20240911-23:04:03 nb_generated 43 model 1 (finishes Thu 02:56 -- 313/h)
20240911-23:04:06 nb_generated 55 model 7 (finishes Thu 02:16 -- 376/h)
20240911-23:04:08 nb_generated 44 model 3 (finishes Thu 02:53 -- 318/h)
20240911-23:04:12 nb_generated 56 model 5 (finishes Thu 02:14 -- 380/h)
20240911-23:04:18 nb_generated 44 model 8 (finishes Thu 02:59 -- 310/h)
20240911-23:04:20 nb_generated 57 model 4 (finishes Thu 02:14 -- 381/h)
20240911-23:04:26 nb_generated 58 model 7 (finishes Thu 02:12 -- 385/h)
20240911-23:04:29 nb_generated 45 model 2 (finishes Thu 02:59 -- 310/h)
20240911-23:04:35 nb_generated 60 model 7 (finishes Thu 02:07 -- 394/h)
20240911-23:04:36 nb_generated 46 model 1 (finishes Thu 03:02 -- 305/h)
20240911-23:04:44 nb_generated 47 model 6 (finishes Thu 03:08 -- 299/h)
20240911-23:04:48 nb_generated 63 model 0 (finishes Thu 02:05 -- 399/h)
20240911-23:04:56 nb_generated 49 model 8 (finishes Thu 03:07 -- 300/h)
20240911-23:04:57 nb_generated 63 model 5 (finishes Thu 02:09 -- 390/h)
20240911-23:05:05 nb_generated 49 model 5 (finishes Thu 03:13 -- 293/h)
20240911-23:05:08 nb_generated 63 model 6 (finishes Thu 02:14 -- 381/h)
20240911-23:05:17 nb_generated 65 model 2 (finishes Thu 02:10 -- 389/h)
20240911-23:05:17 nb_generated 50 model 0 (finishes Thu 03:13 -- 293/h)
20240911-23:05:32 nb_generated 51 model 9 (finishes Thu 03:14 -- 292/h)
20240911-23:05:36 nb_generated 66 model 9 (finishes Thu 02:14 -- 381/h)
20240911-23:05:39 nb_generated 51 model 6 (finishes Thu 03:18 -- 287/h)
20240911-23:05:48 nb_generated 53 model 1 (finishes Thu 03:23 -- 282/h)
20240911-23:05:53 nb_generated 69 model 9 (finishes Thu 02:13 -- 382/h)
20240911-23:05:56 nb_generated 54 model 0 (finishes Thu 03:20 -- 285/h)
20240911-23:05:59 nb_generated 74 model 5 (finishes Thu 02:01 -- 407/h)
20240911-23:06:04 nb_generated 55 model 2 (finishes Thu 03:18 -- 287/h)
20240911-23:06:09 nb_generated 76 model 6 (finishes Thu 02:05 -- 399/h)
20240911-23:06:14 nb_generated 57 model 4 (finishes Thu 03:10 -- 296/h)
20240911-23:06:15 nb_generated 76 model 0 (finishes Thu 02:07 -- 394/h)
20240911-23:06:24 nb_generated 76 model 0 (finishes Thu 02:11 -- 387/h)
20240911-23:06:27 nb_generated 57 model 4 (finishes Thu 03:17 -- 289/h)
20240911-23:06:35 nb_generated 59 model 7 (finishes Thu 03:15 -- 291/h)
20240911-23:06:40 nb_generated 77 model 9 (finishes Thu 02:13 -- 382/h)
20240911-23:06:44 nb_generated 60 model 5 (finishes Thu 03:13 -- 293/h)
20240911-23:06:51 nb_generated 79 model 2 (finishes Thu 02:14 -- 381/h)
20240911-23:06:51 nb_generated 61 model 8 (finishes Thu 03:16 -- 289/h)
20240911-23:06:59 nb_generated 63 model 0 (finishes Thu 03:09 -- 298/h)
20240911-23:07:02 nb_generated 81 model 0 (finishes Thu 02:18 -- 373/h)
20240911-23:07:09 nb_generated 65 model 9 (finishes Thu 03:08 -- 299/h)
20240911-23:07:10 nb_generated 82 model 1 (finishes Thu 02:17 -- 374/h)
20240911-23:07:16 nb_generated 82 model 7 (finishes Thu 02:19 -- 371/h)
20240911-23:07:23 nb_generated 67 model 9 (finishes Thu 03:09 -- 298/h)
20240911-23:07:25 nb_generated 86 model 3 (finishes Thu 02:13 -- 383/h)
20240911-23:07:35 nb_generated 70 model 4 (finishes Thu 02:59 -- 310/h)
20240911-23:07:38 nb_generated 87 model 2 (finishes Thu 02:14 -- 381/h)
20240911-23:07:46 nb_generated 89 model 8 (finishes Thu 02:13 -- 382/h)
20240911-23:07:46 nb_generated 72 model 4 (finishes Thu 02:54 -- 316/h)
20240911-23:07:53 nb_generated 91 model 8 (finishes Thu 02:16 -- 378/h)
20240911-23:08:03 nb_generated 92 model 0 (finishes Thu 02:16 -- 377/h)
20240911-23:08:06 nb_generated 74 model 9 (finishes Thu 02:53 -- 318/h)
20240911-23:08:13 nb_generated 92 model 8 (finishes Thu 02:19 -- 371/h)
20240911-23:08:15 nb_generated 79 model 6 (finishes Thu 02:44 -- 330/h)
20240911-23:08:19 nb_generated 93 model 7 (finishes Thu 02:18 -- 374/h)
20240911-23:08:22 nb_generated 81 model 0 (finishes Thu 02:39 -- 338/h)
20240911-23:08:29 nb_generated 94 model 6 (finishes Thu 02:18 -- 373/h)
20240911-23:08:33 nb_generated 84 model 0 (finishes Thu 02:39 -- 338/h)
20240911-23:08:37 nb_generated 94 model 7 (finishes Thu 02:20 -- 369/h)
20240911-23:08:42 nb_generated 84 model 4 (finishes Thu 02:42 -- 333/h)
20240911-23:08:46 nb_generated 96 model 7 (finishes Thu 02:17 -- 375/h)
20240911-23:08:48 nb_generated 84 model 1 (finishes Thu 02:44 -- 330/h)
20240911-23:08:53 nb_generated 97 model 5 (finishes Thu 02:16 -- 376/h)
20240911-23:09:00 nb_generated 88 model 2 (finishes Thu 02:37 -- 340/h)
20240911-23:09:01 nb_generated 100 model 5 (finishes Thu 02:10 -- 388/h)
20240911-23:09:13 nb_generated 91 model 3 (finishes Thu 02:31 -- 350/h)
20240911-23:09:16 nb_generated 101 model 9 (finishes Thu 02:12 -- 385/h)
20240911-23:09:24 nb_generated 92 model 9 (finishes Thu 02:32 -- 349/h)
20240911-23:09:27 nb_generated 103 model 0 (finishes Thu 02:13 -- 383/h)
20240911-23:09:32 nb_generated 96 model 5 (finishes Thu 02:25 -- 360/h)
20240911-23:09:36 nb_generated 106 model 7 (finishes Thu 02:10 -- 389/h)
20240911-23:09:39 nb_generated 98 model 6 (finishes Thu 02:21 -- 367/h)
20240911-23:09:44 nb_generated 108 model 3 (finishes Thu 02:10 -- 389/h)
20240911-23:09:45 nb_generated 101 model 1 (finishes Thu 02:23 -- 364/h)
20240911-23:09:53 nb_generated 102 model 7 (finishes Thu 02:23 -- 365/h)
20240911-23:09:56 nb_generated 110 model 9 (finishes Thu 02:08 -- 393/h)
20240911-23:10:04 nb_generated 103 model 0 (finishes Thu 02:23 -- 365/h)
20240911-23:10:06 nb_generated 113 model 2 (finishes Thu 02:11 -- 388/h)
20240911-23:10:10 nb_generated 105 model 3 (finishes Thu 02:22 -- 366/h)
20240911-23:10:12 nb_generated 115 model 1 (finishes Thu 02:10 -- 389/h)
20240911-23:10:17 nb_generated 107 model 7 (finishes Thu 02:21 -- 368/h)
20240911-23:10:20 nb_generated 116 model 6 (finishes Thu 02:09 -- 390/h)
20240911-23:10:31 nb_generated 107 model 6 (finishes Thu 02:25 -- 361/h)
20240911-23:10:34 nb_generated 116 model 2 (finishes Thu 02:13 -- 383/h)
20240911-23:10:40 nb_generated 108 model 0 (finishes Thu 02:24 -- 361/h)
20240911-23:10:42 nb_generated 119 model 6 (finishes Thu 02:12 -- 384/h)
20240911-23:10:47 nb_generated 108 model 7 (finishes Thu 02:26 -- 358/h)
20240911-23:10:50 nb_generated 121 model 7 (finishes Thu 02:10 -- 389/h)
20240911-23:10:55 nb_generated 123 model 3 (finishes Thu 02:07 -- 395/h)
20240911-23:11:01 nb_generated 110 model 8 (finishes Thu 02:25 -- 361/h)
20240911-23:11:08 nb_generated 128 model 0 (finishes Thu 02:03 -- 402/h)
20240911-23:11:12 nb_generated 110 model 2 (finishes Thu 02:28 -- 356/h)
20240911-23:11:15 nb_generated 130 model 4 (finishes Thu 02:03 -- 403/h)
20240911-23:11:18 nb_generated 112 model 7 (finishes Thu 02:24 -- 362/h)
20240911-23:11:24 nb_generated 132 model 5 (finishes Thu 02:03 -- 404/h)
20240911-23:11:28 nb_generated 115 model 0 (finishes Thu 02:22 -- 366/h)
20240911-23:11:34 nb_generated 132 model 0 (finishes Thu 02:05 -- 398/h)
20240911-23:11:36 nb_generated 116 model 6 (finishes Thu 02:24 -- 363/h)
20240911-23:11:42 nb_generated 132 model 0 (finishes Thu 02:07 -- 395/h)
20240911-23:11:43 nb_generated 118 model 3 (finishes Thu 02:23 -- 364/h)
20240911-23:11:54 nb_generated 119 model 2 (finishes Thu 02:23 -- 364/h)
20240911-23:11:58 nb_generated 135 model 6 (finishes Thu 02:05 -- 400/h)
20240911-23:12:04 nb_generated 119 model 0 (finishes Thu 02:26 -- 360/h)
20240911-23:12:05 nb_generated 136 model 6 (finishes Thu 02:04 -- 401/h)
20240911-23:12:11 nb_generated 120 model 1 (finishes Thu 02:25 -- 361/h)
20240911-23:12:16 nb_generated 139 model 8 (finishes Thu 02:05 -- 400/h)
20240911-23:12:22 nb_generated 120 model 4 (finishes Thu 02:28 -- 356/h)
20240911-23:12:23 nb_generated 140 model 0 (finishes Thu 02:04 -- 401/h)
20240911-23:12:31 nb_generated 121 model 2 (finishes Thu 02:27 -- 356/h)
20240911-23:12:35 nb_generated 141 model 5 (finishes Thu 02:05 -- 400/h)
20240911-23:12:39 nb_generated 123 model 3 (finishes Thu 02:27 -- 358/h)
20240911-23:12:44 nb_generated 143 model 6 (finishes Thu 02:05 -- 399/h)
20240911-23:12:45 nb_generated 125 model 5 (finishes Thu 02:26 -- 359/h)
20240911-23:12:52 nb_generated 145 model 7 (finishes Thu 02:05 -- 400/h)
20240911-23:12:56 nb_generated 126 model 6 (finishes Thu 02:26 -- 359/h)
20240911-23:13:02 nb_generated 145 model 4 (finishes Thu 02:07 -- 396/h)
20240911-23:13:09 nb_generated 147 model 4 (finishes Thu 02:06 -- 397/h)
20240911-23:13:11 nb_generated 127 model 8 (finishes Thu 02:27 -- 357/h)
20240911-23:13:17 nb_generated 149 model 5 (finishes Thu 02:04 -- 401/h)
20240911-23:13:18 nb_generated 127 model 3 (finishes Thu 02:29 -- 354/h)
20240911-23:13:28 nb_generated 152 model 9 (finishes Thu 02:03 -- 404/h)
20240911-23:13:34 nb_generated 129 model 9 (finishes Thu 02:30 -- 352/h)
20240911-23:13:34 nb_generated 154 model 0 (finishes Thu 02:01 -- 409/h)
20240911-23:13:41 nb_generated 131 model 1 (finishes Thu 02:29 -- 353/h)
20240911-23:13:43 nb_generated 154 model 5 (finishes Thu 02:02 -- 405/h)
20240911-23:13:47 nb_generated 132 model 1 (finishes Thu 02:28 -- 355/h)
20240911-23:13:51 nb_generated 156 model 6 (finishes Thu 02:04 -- 402/h)
20240911-23:13:54 nb_generated 134 model 0 (finishes Thu 02:28 -- 356/h)
20240911-23:13:57 nb_generated 158 model 1 (finishes Thu 02:03 -- 403/h)
20240911-23:14:02 nb_generated 137 model 5 (finishes Thu 02:23 -- 364/h)
20240911-23:14:09 nb_generated 158 model 8 (finishes Thu 02:06 -- 398/h)
20240911-23:14:10 nb_generated 138 model 0 (finishes Thu 02:25 -- 361/h)
20240911-23:14:18 nb_generated 138 model 1 (finishes Thu 02:26 -- 358/h)
20240911-23:14:24 nb_generated 159 model 8 (finishes Thu 02:07 -- 396/h)
20240911-23:14:28 nb_generated 139 model 0 (finishes Thu 02:27 -- 358/h)
20240911-23:14:32 nb_generated 159 model 1 (finishes Thu 02:08 -- 392/h)
20240911-23:14:37 nb_generated 139 model 3 (finishes Thu 02:28 -- 355/h)
20240911-23:14:42 nb_generated 160 model 2 (finishes Thu 02:10 -- 389/h)
20240911-23:14:45 nb_generated 140 model 3 (finishes Thu 02:28 -- 356/h)
20240911-23:14:47 nb_generated 160 model 7 (finishes Thu 02:11 -- 386/h)
20240911-23:14:52 nb_generated 144 model 3 (finishes Thu 02:27 -- 357/h)
20240911-23:15:00 nb_generated 163 model 4 (finishes Thu 02:08 -- 392/h)
20240911-23:15:00 nb_generated 145 model 6 (finishes Thu 02:29 -- 354/h)
20240911-23:15:08 nb_generated 148 model 9 (finishes Thu 02:29 -- 355/h)
20240911-23:15:10 nb_generated 163 model 1 (finishes Thu 02:10 -- 388/h)
20240911-23:15:20 nb_generated 165 model 1 (finishes Thu 02:09 -- 391/h)
20240911-23:15:20 nb_generated 150 model 9 (finishes Thu 02:29 -- 354/h)
20240911-23:15:26 nb_generated 150 model 3 (finishes Thu 02:30 -- 352/h)
20240911-23:15:33 nb_generated 152 model 0 (finishes Thu 02:29 -- 353/h)
20240911-23:15:36 nb_generated 167 model 3 (finishes Thu 02:08 -- 392/h)
20240911-23:15:45 nb_generated 169 model 8 (finishes Thu 02:08 -- 392/h)
20240911-23:15:46 nb_generated 153 model 5 (finishes Thu 02:32 -- 349/h)
20240911-23:15:51 nb_generated 169 model 7 (finishes Thu 02:09 -- 390/h)
20240911-23:15:53 nb_generated 154 model 3 (finishes Thu 02:31 -- 350/h)
20240911-23:16:00 nb_generated 170 model 5 (finishes Thu 02:11 -- 387/h)
20240911-23:16:08 nb_generated 157 model 9 (finishes Thu 02:30 -- 352/h)
20240911-23:16:08 nb_generated 172 model 4 (finishes Thu 02:09 -- 391/h)
20240911-23:16:14 nb_generated 173 model 7 (finishes Thu 02:08 -- 392/h)
20240911-23:16:20 nb_generated 157 model 0 (finishes Thu 02:33 -- 348/h)
20240911-23:16:26 nb_generated 174 model 8 (finishes Thu 02:09 -- 391/h)
20240911-23:16:27 nb_generated 159 model 8 (finishes Thu 02:30 -- 352/h)
20240911-23:16:37 nb_generated 176 model 4 (finishes Thu 02:08 -- 394/h)
20240911-23:16:38 nb_generated 162 model 5 (finishes Thu 02:30 -- 352/h)
20240911-23:16:44 nb_generated 179 model 4 (finishes Thu 02:04 -- 400/h)
20240911-23:16:45 nb_generated 162 model 6 (finishes Thu 02:31 -- 350/h)
20240911-23:16:51 nb_generated 163 model 1 (finishes Thu 02:31 -- 351/h)
20240911-23:16:56 nb_generated 181 model 9 (finishes Thu 02:05 -- 400/h)
20240911-23:17:03 nb_generated 165 model 0 (finishes Thu 02:29 -- 354/h)
20240911-23:17:07 nb_generated 184 model 6 (finishes Thu 02:02 -- 405/h)
20240911-23:17:09 nb_generated 165 model 7 (finishes Thu 02:30 -- 352/h)
20240911-23:17:17 nb_generated 188 model 9 (finishes Thu 02:00 -- 411/h)
20240911-23:17:18 nb_generated 165 model 4 (finishes Thu 02:32 -- 349/h)
20240911-23:17:24 nb_generated 167 model 7 (finishes Thu 02:29 -- 353/h)
20240911-23:17:30 nb_generated 168 model 7 (finishes Thu 02:28 -- 355/h)
20240911-23:17:32 nb_generated 189 model 9 (finishes Thu 02:02 -- 405/h)
20240911-23:17:38 nb_generated 168 model 5 (finishes Thu 02:30 -- 352/h)
20240911-23:17:39 nb_generated 190 model 6 (finishes Thu 02:02 -- 406/h)
20240911-23:17:46 nb_generated 192 model 7 (finishes Thu 02:00 -- 410/h)
20240911-23:17:48 nb_generated 170 model 8 (finishes Thu 02:28 -- 355/h)
20240911-23:17:52 nb_generated 194 model 1 (finishes Thu 01:58 -- 414/h)
20240911-23:17:54 nb_generated 171 model 3 (finishes Thu 02:27 -- 357/h)
20240911-23:18:05 nb_generated 195 model 9 (finishes Thu 01:59 -- 412/h)
20240911-23:18:07 nb_generated 175 model 0 (finishes Thu 02:26 -- 359/h)
20240911-23:18:13 nb_generated 177 model 7 (finishes Thu 02:24 -- 363/h)
20240911-23:18:14 nb_generated 196 model 7 (finishes Thu 01:59 -- 412/h)
20240911-23:18:21 nb_generated 178 model 7 (finishes Thu 02:23 -- 363/h)
20240911-23:18:23 nb_generated 197 model 2 (finishes Thu 02:00 -- 409/h)
20240911-23:18:31 nb_generated 179 model 3 (finishes Thu 02:23 -- 363/h)
20240911-23:18:32 nb_generated 197 model 2 (finishes Thu 02:02 -- 406/h)
20240911-23:18:39 nb_generated 198 model 7 (finishes Thu 02:01 -- 407/h)
20240911-23:18:44 nb_generated 182 model 9 (finishes Thu 02:22 -- 365/h)
20240911-23:18:52 nb_generated 182 model 2 (finishes Thu 02:24 -- 363/h)
20240911-23:18:52 nb_generated 200 model 9 (finishes Thu 02:01 -- 408/h)
20240911-23:18:59 nb_generated 183 model 7 (finishes Thu 02:23 -- 364/h)
20240911-23:19:00 nb_generated 200 model 5 (finishes Thu 02:02 -- 406/h)
20240911-23:19:07 nb_generated 202 model 5 (finishes Thu 02:00 -- 409/h)
20240911-23:19:11 nb_generated 186 model 5 (finishes Thu 02:22 -- 366/h)
20240911-23:19:21 nb_generated 186 model 7 (finishes Thu 02:23 -- 363/h)
20240911-23:19:21 nb_generated 204 model 8 (finishes Thu 02:00 -- 410/h)
20240911-23:19:28 nb_generated 186 model 2 (finishes Thu 02:25 -- 361/h)
20240911-23:19:28 nb_generated 206 model 1 (finishes Thu 02:00 -- 411/h)
20240911-23:19:37 nb_generated 187 model 8 (finishes Thu 02:26 -- 359/h)
20240911-23:19:40 nb_generated 209 model 4 (finishes Thu 01:58 -- 415/h)
20240911-23:19:43 nb_generated 188 model 0 (finishes Thu 02:26 -- 360/h)
20240911-23:19:46 nb_generated 212 model 5 (finishes Thu 01:56 -- 419/h)
20240911-23:19:51 nb_generated 190 model 5 (finishes Thu 02:24 -- 363/h)
20240911-23:19:52 nb_generated 214 model 7 (finishes Thu 01:55 -- 422/h)
20240911-23:19:57 nb_generated 192 model 7 (finishes Thu 02:21 -- 367/h)
20240911-23:19:59 nb_generated 214 model 5 (finishes Thu 01:56 -- 420/h)
20240911-23:20:04 nb_generated 193 model 2 (finishes Thu 02:23 -- 365/h)
20240911-23:20:07 nb_generated 214 model 6 (finishes Thu 01:57 -- 418/h)
20240911-23:20:15 nb_generated 195 model 6 (finishes Thu 02:21 -- 367/h)
20240911-23:20:16 nb_generated 215 model 1 (finishes Thu 01:57 -- 418/h)
20240911-23:20:21 nb_generated 218 model 5 (finishes Thu 01:54 -- 424/h)
20240911-23:20:24 nb_generated 196 model 1 (finishes Thu 02:23 -- 365/h)
20240911-23:20:28 nb_generated 219 model 7 (finishes Thu 01:54 -- 424/h)
20240911-23:20:35 nb_generated 197 model 0 (finishes Thu 02:23 -- 364/h)
20240911-23:20:41 nb_generated 220 model 2 (finishes Thu 01:54 -- 423/h)
20240911-23:20:43 nb_generated 199 model 2 (finishes Thu 02:21 -- 368/h)
20240911-23:20:48 nb_generated 220 model 7 (finishes Thu 01:55 -- 421/h)
20240911-23:20:57 nb_generated 200 model 9 (finishes Thu 02:22 -- 366/h)
20240911-23:20:58 nb_generated 223 model 5 (finishes Thu 01:53 -- 426/h)
20240911-23:21:05 nb_generated 225 model 3 (finishes Thu 01:52 -- 429/h)
20240911-23:21:08 nb_generated 201 model 9 (finishes Thu 02:22 -- 366/h)
20240911-23:21:13 nb_generated 228 model 3 (finishes Thu 01:52 -- 429/h)
20240911-23:21:20 nb_generated 202 model 1 (finishes Thu 02:22 -- 365/h)
20240911-23:21:21 nb_generated 229 model 3 (finishes Thu 01:52 -- 429/h)
20240911-23:21:26 nb_generated 229 model 1 (finishes Thu 01:53 -- 427/h)
20240911-23:21:35 nb_generated 229 model 0 (finishes Thu 01:54 -- 425/h)
20240911-23:21:39 nb_generated 203 model 9 (finishes Thu 02:25 -- 361/h)
20240911-23:21:43 nb_generated 232 model 3 (finishes Thu 01:53 -- 427/h)
20240911-23:21:49 nb_generated 206 model 0 (finishes Thu 02:22 -- 366/h)
20240911-23:21:51 nb_generated 232 model 3 (finishes Thu 01:54 -- 425/h)
20240911-23:21:55 nb_generated 207 model 7 (finishes Thu 02:21 -- 367/h)
20240911-23:21:58 nb_generated 234 model 2 (finishes Thu 01:53 -- 425/h)
20240911-23:22:04 nb_generated 238 model 5 (finishes Thu 01:51 -- 431/h)
20240911-23:22:05 nb_generated 209 model 3 (finishes Thu 02:20 -- 369/h)
20240911-23:22:10 nb_generated 240 model 0 (finishes Thu 01:51 -- 432/h)
20240911-23:22:11 nb_generated 209 model 5 (finishes Thu 02:21 -- 368/h)
20240911-23:22:17 nb_generated 241 model 1 (finishes Thu 01:51 -- 432/h)
20240911-23:22:19 nb_generated 210 model 2 (finishes Thu 02:21 -- 368/h)
20240911-23:22:22 nb_generated 242 model 7 (finishes Thu 01:50 -- 433/h)
20240911-23:22:28 nb_generated 212 model 1 (finishes Thu 02:19 -- 371/h)
20240911-23:22:32 nb_generated 244 model 8 (finishes Thu 01:50 -- 432/h)
20240911-23:22:35 nb_generated 216 model 4 (finishes Thu 02:15 -- 378/h)
20240911-23:22:42 nb_generated 219 model 2 (finishes Thu 02:14 -- 382/h)
20240911-23:22:44 nb_generated 248 model 9 (finishes Thu 01:49 -- 436/h)
20240911-23:22:53 nb_generated 222 model 6 (finishes Thu 02:12 -- 384/h)
20240911-23:22:56 nb_generated 250 model 4 (finishes Thu 01:49 -- 435/h)
20240911-23:23:00 nb_generated 224 model 2 (finishes Thu 02:11 -- 387/h)
20240911-23:23:02 nb_generated 250 model 3 (finishes Thu 01:50 -- 433/h)
20240911-23:23:07 nb_generated 224 model 5 (finishes Thu 02:12 -- 385/h)
20240911-23:23:09 nb_generated 251 model 0 (finishes Thu 01:50 -- 434/h)
20240911-23:23:16 nb_generated 225 model 8 (finishes Thu 02:12 -- 385/h)
20240911-23:23:17 nb_generated 252 model 7 (finishes Thu 01:50 -- 434/h)
20240911-23:23:24 nb_generated 254 model 0 (finishes Thu 01:49 -- 436/h)
20240911-23:23:29 nb_generated 228 model 0 (finishes Thu 02:10 -- 388/h)
20240911-23:23:35 nb_generated 254 model 3 (finishes Thu 01:50 -- 433/h)
20240911-23:23:36 nb_generated 228 model 3 (finishes Thu 02:11 -- 387/h)
20240911-23:23:41 nb_generated 257 model 5 (finishes Thu 01:49 -- 436/h)
20240911-23:23:45 nb_generated 229 model 6 (finishes Thu 02:11 -- 387/h)
20240911-23:23:48 nb_generated 259 model 5 (finishes Thu 01:50 -- 434/h)
20240911-23:23:53 nb_generated 229 model 2 (finishes Thu 02:12 -- 385/h)
20240911-23:23:57 nb_generated 260 model 2 (finishes Thu 01:51 -- 432/h)
20240911-23:24:00 nb_generated 229 model 1 (finishes Thu 02:13 -- 383/h)
20240911-23:24:08 nb_generated 265 model 5 (finishes Thu 01:47 -- 440/h)
20240911-23:24:11 nb_generated 230 model 9 (finishes Thu 02:13 -- 383/h)
20240911-23:24:16 nb_generated 267 model 3 (finishes Thu 01:46 -- 443/h)
20240911-23:24:19 nb_generated 231 model 4 (finishes Thu 02:13 -- 383/h)
20240911-23:24:27 nb_generated 268 model 6 (finishes Thu 01:48 -- 440/h)
20240911-23:24:27 nb_generated 231 model 8 (finishes Thu 02:14 -- 381/h)
20240911-23:24:35 nb_generated 269 model 0 (finishes Thu 01:48 -- 438/h)
20240911-23:24:40 nb_generated 232 model 4 (finishes Thu 02:14 -- 380/h)
20240911-23:24:45 nb_generated 273 model 9 (finishes Thu 01:47 -- 441/h)
20240911-23:24:51 nb_generated 273 model 3 (finishes Thu 01:48 -- 440/h)
20240911-23:24:53 nb_generated 232 model 6 (finishes Thu 02:16 -- 377/h)
20240911-23:25:00 nb_generated 273 model 1 (finishes Thu 01:49 -- 437/h)
20240911-23:25:05 nb_generated 232 model 3 (finishes Thu 02:17 -- 375/h)
20240911-23:25:13 nb_generated 274 model 9 (finishes Thu 01:49 -- 436/h)
20240911-23:25:16 nb_generated 235 model 5 (finishes Thu 02:16 -- 376/h)
20240911-23:25:21 nb_generated 274 model 5 (finishes Thu 01:50 -- 434/h)
20240911-23:25:23 nb_generated 238 model 1 (finishes Thu 02:15 -- 379/h)
20240911-23:25:30 nb_generated 276 model 0 (finishes Thu 01:50 -- 434/h)
20240911-23:25:31 nb_generated 239 model 0 (finishes Thu 02:16 -- 377/h)
20240911-23:25:38 nb_generated 241 model 0 (finishes Thu 02:14 -- 380/h)
20240911-23:25:40 nb_generated 277 model 8 (finishes Thu 01:50 -- 433/h)
20240911-23:25:47 nb_generated 245 model 6 (finishes Thu 02:11 -- 387/h)
20240911-23:25:47 nb_generated 277 model 8 (finishes Thu 01:51 -- 432/h)
20240911-23:25:55 nb_generated 278 model 3 (finishes Thu 01:51 -- 432/h)
20240911-23:25:55 nb_generated 245 model 3 (finishes Thu 02:12 -- 385/h)
20240911-23:26:01 nb_generated 246 model 1 (finishes Thu 02:12 -- 385/h)
20240911-23:26:04 nb_generated 279 model 8 (finishes Thu 01:52 -- 429/h)
20240911-23:26:13 nb_generated 281 model 3 (finishes Thu 01:51 -- 431/h)
20240911-23:26:13 nb_generated 248 model 4 (finishes Thu 02:11 -- 387/h)
20240911-23:26:20 nb_generated 286 model 5 (finishes Thu 01:48 -- 438/h)
20240911-23:26:21 nb_generated 248 model 1 (finishes Thu 02:12 -- 385/h)
20240911-23:26:29 nb_generated 248 model 1 (finishes Thu 02:13 -- 383/h)
20240911-23:26:33 nb_generated 287 model 6 (finishes Thu 01:50 -- 435/h)
20240911-23:26:36 nb_generated 248 model 7 (finishes Thu 02:13 -- 382/h)
20240911-23:26:40 nb_generated 288 model 0 (finishes Thu 01:49 -- 435/h)
20240911-23:26:45 nb_generated 250 model 4 (finishes Thu 02:13 -- 382/h)
20240911-23:26:51 nb_generated 250 model 7 (finishes Thu 02:14 -- 381/h)
20240911-23:26:57 nb_generated 293 model 4 (finishes Thu 01:48 -- 439/h)
20240911-23:27:00 nb_generated 251 model 0 (finishes Thu 02:14 -- 381/h)
20240911-23:27:04 nb_generated 293 model 2 (finishes Thu 01:49 -- 437/h)
20240911-23:27:12 nb_generated 252 model 1 (finishes Thu 02:14 -- 380/h)
20240911-23:27:13 nb_generated 294 model 7 (finishes Thu 01:49 -- 437/h)
20240911-23:27:20 nb_generated 252 model 8 (finishes Thu 02:15 -- 378/h)
20240911-23:27:23 nb_generated 294 model 0 (finishes Thu 01:50 -- 435/h)
20240911-23:27:32 nb_generated 295 model 4 (finishes Thu 01:50 -- 434/h)
20240911-23:27:36 nb_generated 254 model 9 (finishes Thu 02:16 -- 377/h)
20240911-23:27:41 nb_generated 296 model 3 (finishes Thu 01:51 -- 432/h)
20240911-23:27:43 nb_generated 257 model 1 (finishes Thu 02:13 -- 382/h)
20240911-23:27:49 nb_generated 297 model 1 (finishes Thu 01:51 -- 432/h)
20240911-23:27:52 nb_generated 259 model 5 (finishes Thu 02:13 -- 382/h)
20240911-23:27:59 nb_generated 297 model 0 (finishes Thu 01:52 -- 430/h)
20240911-23:28:05 nb_generated 261 model 8 (finishes Thu 02:13 -- 383/h)
20240911-23:28:06 nb_generated 297 model 2 (finishes Thu 01:52 -- 428/h)
20240911-23:28:11 nb_generated 262 model 7 (finishes Thu 02:12 -- 384/h)
20240911-23:28:15 nb_generated 297 model 8 (finishes Thu 01:53 -- 426/h)
20240911-23:28:20 nb_generated 263 model 3 (finishes Thu 02:12 -- 384/h)
20240911-23:28:25 nb_generated 297 model 0 (finishes Thu 01:54 -- 424/h)
20240911-23:28:29 nb_generated 263 model 0 (finishes Thu 02:13 -- 382/h)
20240911-23:28:35 nb_generated 298 model 2 (finishes Thu 01:54 -- 423/h)
20240911-23:28:37 nb_generated 263 model 1 (finishes Thu 02:14 -- 380/h)
20240911-23:28:43 nb_generated 263 model 2 (finishes Thu 02:15 -- 379/h)
20240911-23:28:50 nb_generated 301 model 9 (finishes Thu 01:53 -- 426/h)
20240911-23:28:55 nb_generated 265 model 3 (finishes Thu 02:14 -- 380/h)
20240911-23:28:56 nb_generated 303 model 7 (finishes Thu 01:52 -- 428/h)
20240911-23:29:03 nb_generated 267 model 6 (finishes Thu 02:14 -- 381/h)
20240911-23:29:05 nb_generated 306 model 6 (finishes Thu 01:51 -- 432/h)
20240911-23:29:12 nb_generated 268 model 7 (finishes Thu 02:15 -- 379/h)
20240911-23:29:13 nb_generated 308 model 1 (finishes Thu 01:51 -- 432/h)
20240911-23:29:22 nb_generated 268 model 6 (finishes Thu 02:16 -- 377/h)
20240911-23:29:27 nb_generated 308 model 1 (finishes Thu 01:52 -- 429/h)
20240911-23:29:32 nb_generated 268 model 4 (finishes Thu 02:17 -- 375/h)
20240911-23:29:35 nb_generated 309 model 0 (finishes Thu 01:52 -- 429/h)
20240911-23:29:40 nb_generated 268 model 4 (finishes Thu 02:18 -- 373/h)
20240911-23:29:45 nb_generated 309 model 8 (finishes Thu 01:53 -- 427/h)
20240911-23:29:49 nb_generated 269 model 2 (finishes Thu 02:18 -- 373/h)
20240911-23:29:52 nb_generated 310 model 7 (finishes Thu 01:53 -- 427/h)
20240911-23:29:58 nb_generated 269 model 6 (finishes Thu 02:19 -- 372/h)
20240911-23:30:03 nb_generated 311 model 6 (finishes Thu 01:53 -- 427/h)
20240911-23:30:04 nb_generated 269 model 7 (finishes Thu 02:19 -- 371/h)
20240911-23:30:12 nb_generated 313 model 8 (finishes Thu 01:53 -- 426/h)
20240911-23:30:13 nb_generated 271 model 4 (finishes Thu 02:18 -- 373/h)
20240911-23:30:22 nb_generated 273 model 0 (finishes Thu 02:19 -- 371/h)
20240911-23:30:23 nb_generated 314 model 9 (finishes Thu 01:53 -- 426/h)
20240911-23:30:29 nb_generated 273 model 4 (finishes Thu 02:20 -- 370/h)
20240911-23:30:31 nb_generated 315 model 5 (finishes Thu 01:53 -- 426/h)
20240911-23:30:37 nb_generated 317 model 5 (finishes Thu 01:53 -- 426/h)
20240911-23:30:41 nb_generated 275 model 7 (finishes Thu 02:19 -- 371/h)
20240911-23:30:44 nb_generated 317 model 4 (finishes Thu 01:54 -- 425/h)
20240911-23:30:51 nb_generated 277 model 3 (finishes Thu 02:18 -- 373/h)
20240911-23:30:55 nb_generated 317 model 2 (finishes Thu 01:55 -- 422/h)
20240911-23:31:01 nb_generated 279 model 4 (finishes Thu 02:17 -- 374/h)
20240911-23:31:05 nb_generated 319 model 3 (finishes Thu 01:55 -- 422/h)
20240911-23:31:14 nb_generated 320 model 1 (finishes Thu 01:55 -- 422/h)
20240911-23:31:15 nb_generated 279 model 9 (finishes Thu 02:19 -- 372/h)
20240911-23:31:22 nb_generated 283 model 3 (finishes Thu 02:16 -- 376/h)
20240911-23:31:24 nb_generated 321 model 0 (finishes Thu 01:55 -- 422/h)
20240911-23:31:29 nb_generated 286 model 1 (finishes Thu 02:15 -- 378/h)
20240911-23:31:32 nb_generated 321 model 4 (finishes Thu 01:56 -- 420/h)
20240911-23:31:41 nb_generated 286 model 2 (finishes Thu 02:16 -- 376/h)
20240911-23:31:44 nb_generated 322 model 8 (finishes Thu 01:56 -- 420/h)
20240911-23:31:50 nb_generated 286 model 0 (finishes Thu 02:17 -- 374/h)
20240911-23:31:54 nb_generated 326 model 3 (finishes Thu 01:54 -- 423/h)
20240911-23:32:02 nb_generated 287 model 9 (finishes Thu 02:19 -- 372/h)
20240911-23:32:03 nb_generated 326 model 2 (finishes Thu 01:55 -- 421/h)
20240911-23:32:11 nb_generated 327 model 6 (finishes Thu 01:55 -- 421/h)
20240911-23:32:12 nb_generated 287 model 8 (finishes Thu 02:20 -- 370/h)
20240911-23:32:21 nb_generated 327 model 5 (finishes Thu 01:56 -- 419/h)
20240911-23:32:24 nb_generated 288 model 2 (finishes Thu 02:20 -- 370/h)
20240911-23:32:32 nb_generated 327 model 0 (finishes Thu 01:57 -- 417/h)
20240911-23:32:35 nb_generated 288 model 7 (finishes Thu 02:21 -- 368/h)
20240911-23:32:41 nb_generated 330 model 3 (finishes Thu 01:56 -- 418/h)
20240911-23:32:45 nb_generated 291 model 9 (finishes Thu 02:21 -- 368/h)
20240911-23:32:50 nb_generated 331 model 9 (finishes Thu 01:56 -- 418/h)
20240911-23:32:53 nb_generated 292 model 2 (finishes Thu 02:21 -- 368/h)
20240911-23:32:59 nb_generated 293 model 1 (finishes Thu 02:21 -- 367/h)
20240911-23:33:02 nb_generated 332 model 0 (finishes Thu 01:57 -- 418/h)
20240911-23:33:06 nb_generated 298 model 1 (finishes Thu 02:17 -- 374/h)
20240911-23:33:14 nb_generated 300 model 2 (finishes Thu 02:17 -- 375/h)
20240911-23:33:14 nb_generated 333 model 4 (finishes Thu 01:57 -- 417/h)
20240911-23:33:24 nb_generated 334 model 0 (finishes Thu 01:58 -- 415/h)
20240911-23:33:25 nb_generated 302 model 7 (finishes Thu 02:16 -- 376/h)
20240911-23:33:32 nb_generated 334 model 1 (finishes Thu 01:58 -- 414/h)
20240911-23:33:32 nb_generated 304 model 3 (finishes Thu 02:15 -- 378/h)
20240911-23:33:37 nb_generated 304 model 3 (finishes Thu 02:16 -- 377/h)
20240911-23:33:42 nb_generated 335 model 6 (finishes Thu 01:59 -- 412/h)
20240911-23:33:45 nb_generated 305 model 1 (finishes Thu 02:16 -- 378/h)
20240911-23:33:54 nb_generated 309 model 5 (finishes Thu 02:14 -- 381/h)
20240911-23:34:02 nb_generated 338 model 9 (finishes Thu 01:59 -- 411/h)
20240911-23:34:02 nb_generated 311 model 0 (finishes Thu 02:13 -- 383/h)
20240911-23:34:09 nb_generated 338 model 2 (finishes Thu 02:00 -- 410/h)
20240911-23:34:11 nb_generated 312 model 7 (finishes Thu 02:13 -- 383/h)
20240911-23:34:19 nb_generated 339 model 8 (finishes Thu 02:00 -- 410/h)
20240911-23:34:20 nb_generated 314 model 0 (finishes Thu 02:12 -- 385/h)
20240911-23:34:25 nb_generated 341 model 3 (finishes Thu 02:00 -- 410/h)
20240911-23:34:32 nb_generated 315 model 9 (finishes Thu 02:12 -- 384/h)
20240911-23:34:37 nb_generated 345 model 9 (finishes Thu 01:59 -- 413/h)
20240911-23:34:37 nb_generated 317 model 7 (finishes Thu 02:11 -- 387/h)
20240911-23:34:50 nb_generated 319 model 9 (finishes Thu 02:10 -- 388/h)
20240911-23:34:51 nb_generated 350 model 3 (finishes Thu 01:56 -- 418/h)
20240911-23:34:55 nb_generated 320 model 7 (finishes Thu 02:10 -- 388/h)
20240911-23:34:59 nb_generated 354 model 6 (finishes Thu 01:54 -- 423/h)
20240911-23:35:04 nb_generated 323 model 3 (finishes Thu 02:08 -- 392/h)
20240911-23:35:05 nb_generated 354 model 3 (finishes Thu 01:55 -- 422/h)
20240911-23:35:12 nb_generated 355 model 7 (finishes Thu 01:55 -- 422/h)
20240911-23:35:13 nb_generated 324 model 6 (finishes Thu 02:09 -- 392/h)
20240911-23:35:19 nb_generated 356 model 7 (finishes Thu 01:55 -- 422/h)
20240911-23:35:24 nb_generated 326 model 8 (finishes Thu 02:09 -- 391/h)
20240911-23:35:26 nb_generated 356 model 9 (finishes Thu 01:55 -- 421/h)
20240911-23:35:31 nb_generated 327 model 4 (finishes Thu 02:08 -- 392/h)
20240911-23:35:37 nb_generated 356 model 8 (finishes Thu 01:56 -- 419/h)
20240911-23:35:42 nb_generated 328 model 4 (finishes Thu 02:09 -- 391/h)
20240911-23:35:46 nb_generated 357 model 2 (finishes Thu 01:56 -- 419/h)
20240911-23:35:53 nb_generated 329 model 6 (finishes Thu 02:09 -- 391/h)
20240911-23:35:54 nb_generated 357 model 2 (finishes Thu 01:57 -- 418/h)
20240911-23:36:00 nb_generated 330 model 7 (finishes Thu 02:09 -- 391/h)
20240911-23:36:03 nb_generated 362 model 8 (finishes Thu 01:54 -- 424/h)
20240911-23:36:09 nb_generated 330 model 5 (finishes Thu 02:09 -- 390/h)
20240911-23:36:11 nb_generated 366 model 5 (finishes Thu 01:52 -- 429/h)
20240911-23:36:15 nb_generated 330 model 3 (finishes Thu 02:10 -- 389/h)
20240911-23:36:22 nb_generated 367 model 6 (finishes Thu 01:52 -- 428/h)
20240911-23:36:24 nb_generated 331 model 6 (finishes Thu 02:10 -- 389/h)
20240911-23:36:31 nb_generated 367 model 6 (finishes Thu 01:53 -- 426/h)
20240911-23:36:36 nb_generated 332 model 2 (finishes Thu 02:10 -- 389/h)
20240911-23:36:42 nb_generated 367 model 0 (finishes Thu 01:54 -- 424/h)
20240911-23:36:43 nb_generated 332 model 5 (finishes Thu 02:11 -- 387/h)
20240911-23:36:49 nb_generated 368 model 7 (finishes Thu 01:54 -- 423/h)
20240911-23:36:54 nb_generated 333 model 1 (finishes Thu 02:11 -- 387/h)
20240911-23:36:54 nb_generated 368 model 7 (finishes Thu 01:55 -- 422/h)
20240911-23:37:01 nb_generated 334 model 1 (finishes Thu 02:11 -- 387/h)
20240911-23:37:03 nb_generated 371 model 4 (finishes Thu 01:54 -- 424/h)
20240911-23:37:11 nb_generated 338 model 5 (finishes Thu 02:09 -- 390/h)
20240911-23:37:15 nb_generated 372 model 6 (finishes Thu 01:54 -- 423/h)
20240911-23:37:17 nb_generated 338 model 3 (finishes Thu 02:10 -- 389/h)
20240911-23:37:22 nb_generated 338 model 7 (finishes Thu 02:10 -- 388/h)
20240911-23:37:30 nb_generated 375 model 9 (finishes Thu 01:55 -- 422/h)
20240911-23:37:33 nb_generated 338 model 3 (finishes Thu 02:11 -- 387/h)
20240911-23:37:37 nb_generated 376 model 0 (finishes Thu 01:55 -- 422/h)
20240911-23:37:46 nb_generated 338 model 8 (finishes Thu 02:12 -- 385/h)
20240911-23:37:52 nb_generated 340 model 8 (finishes Thu 02:12 -- 385/h)
20240911-23:37:53 nb_generated 382 model 9 (finishes Thu 01:54 -- 424/h)
20240911-23:37:59 nb_generated 340 model 2 (finishes Thu 02:12 -- 384/h)
20240911-23:38:00 nb_generated 383 model 1 (finishes Thu 01:54 -- 424/h)
20240911-23:38:06 nb_generated 342 model 1 (finishes Thu 02:11 -- 386/h)
20240911-23:38:07 nb_generated 384 model 7 (finishes Thu 01:54 -- 424/h)
20240911-23:38:15 nb_generated 344 model 4 (finishes Thu 02:11 -- 388/h)
20240911-23:38:21 nb_generated 384 model 6 (finishes Thu 01:55 -- 422/h)
20240911-23:38:23 nb_generated 345 model 6 (finishes Thu 02:10 -- 388/h)
20240911-23:38:27 nb_generated 384 model 8 (finishes Thu 01:55 -- 421/h)
20240911-23:38:32 nb_generated 345 model 1 (finishes Thu 02:11 -- 386/h)
20240911-23:38:37 nb_generated 385 model 6 (finishes Thu 01:55 -- 421/h)
20240911-23:38:44 nb_generated 347 model 9 (finishes Thu 02:11 -- 386/h)
20240911-23:38:49 nb_generated 385 model 6 (finishes Thu 01:56 -- 419/h)
20240911-23:38:49 nb_generated 348 model 4 (finishes Thu 02:11 -- 386/h)
20240911-23:38:59 nb_generated 386 model 3 (finishes Thu 01:56 -- 418/h)
20240911-23:39:01 nb_generated 349 model 3 (finishes Thu 02:11 -- 386/h)
20240911-23:39:08 nb_generated 352 model 5 (finishes Thu 02:10 -- 389/h)
20240911-23:39:12 nb_generated 386 model 6 (finishes Thu 01:57 -- 416/h)
20240911-23:39:19 nb_generated 353 model 4 (finishes Thu 02:10 -- 388/h)
20240911-23:39:21 nb_generated 390 model 3 (finishes Thu 01:56 -- 419/h)
20240911-23:39:28 nb_generated 390 model 6 (finishes Thu 01:57 -- 418/h)
20240911-23:39:30 nb_generated 355 model 7 (finishes Thu 02:11 -- 387/h)
20240911-23:39:35 nb_generated 391 model 6 (finishes Thu 01:56 -- 418/h)
20240911-23:39:38 nb_generated 357 model 7 (finishes Thu 02:10 -- 389/h)
20240911-23:39:42 nb_generated 392 model 2 (finishes Thu 01:56 -- 418/h)
20240911-23:39:46 nb_generated 358 model 4 (finishes Thu 02:10 -- 389/h)
20240911-23:39:48 nb_generated 395 model 5 (finishes Thu 01:55 -- 422/h)
20240911-23:39:58 nb_generated 359 model 9 (finishes Thu 02:11 -- 387/h)
20240911-23:40:03 nb_generated 395 model 9 (finishes Thu 01:56 -- 419/h)
20240911-23:40:08 nb_generated 360 model 2 (finishes Thu 02:11 -- 387/h)
20240911-23:40:09 nb_generated 395 model 0 (finishes Thu 01:56 -- 418/h)
20240911-23:40:16 nb_generated 362 model 8 (finishes Thu 02:10 -- 389/h)
20240911-23:40:16 nb_generated 396 model 4 (finishes Thu 01:57 -- 417/h)
20240911-23:40:23 nb_generated 363 model 8 (finishes Thu 02:10 -- 389/h)
20240911-23:40:26 nb_generated 398 model 2 (finishes Thu 01:56 -- 418/h)
20240911-23:40:32 nb_generated 363 model 0 (finishes Thu 02:10 -- 388/h)
20240911-23:40:34 nb_generated 400 model 8 (finishes Thu 01:56 -- 420/h)
20240911-23:40:38 nb_generated 364 model 7 (finishes Thu 02:10 -- 388/h)
20240911-23:40:43 nb_generated 402 model 4 (finishes Thu 01:55 -- 421/h)
20240911-23:40:52 nb_generated 366 model 5 (finishes Thu 02:10 -- 389/h)
20240911-23:40:55 nb_generated 402 model 2 (finishes Thu 01:56 -- 419/h)
20240911-23:40:57 nb_generated 367 model 3 (finishes Thu 02:09 -- 390/h)
20240911-23:41:04 nb_generated 369 model 3 (finishes Thu 02:09 -- 390/h)
20240911-23:41:05 nb_generated 404 model 2 (finishes Thu 01:56 -- 419/h)
20240911-23:41:12 nb_generated 370 model 8 (finishes Thu 02:09 -- 390/h)
20240911-23:41:16 nb_generated 404 model 2 (finishes Thu 01:57 -- 417/h)
20240911-23:41:19 nb_generated 373 model 5 (finishes Thu 02:08 -- 393/h)
20240911-23:41:23 nb_generated 405 model 4 (finishes Thu 01:57 -- 417/h)
20240911-23:41:26 nb_generated 376 model 3 (finishes Thu 02:07 -- 395/h)
20240911-23:41:33 nb_generated 377 model 7 (finishes Thu 02:07 -- 395/h)
20240911-23:41:34 nb_generated 405 model 3 (finishes Thu 01:57 -- 416/h)
20240911-23:41:42 nb_generated 405 model 8 (finishes Thu 01:58 -- 414/h)
20240911-23:41:45 nb_generated 378 model 9 (finishes Thu 02:08 -- 393/h)
20240911-23:41:53 nb_generated 406 model 8 (finishes Thu 01:58 -- 414/h)
20240911-23:41:53 nb_generated 379 model 3 (finishes Thu 02:08 -- 394/h)
20240911-23:42:00 nb_generated 407 model 0 (finishes Thu 01:59 -- 413/h)
20240911-23:42:01 nb_generated 381 model 7 (finishes Thu 02:07 -- 394/h)
20240911-23:42:07 nb_generated 408 model 2 (finishes Thu 01:59 -- 413/h)
20240911-23:42:10 nb_generated 384 model 8 (finishes Thu 02:07 -- 395/h)
20240911-23:42:13 nb_generated 408 model 7 (finishes Thu 01:59 -- 412/h)
20240911-23:42:16 nb_generated 387 model 4 (finishes Thu 02:05 -- 398/h)
20240911-23:42:19 nb_generated 409 model 8 (finishes Thu 01:59 -- 413/h)
20240911-23:42:27 nb_generated 411 model 0 (finishes Thu 01:59 -- 413/h)
20240911-23:42:29 nb_generated 389 model 8 (finishes Thu 02:05 -- 399/h)
20240911-23:42:35 nb_generated 412 model 3 (finishes Thu 01:59 -- 413/h)
20240911-23:42:35 nb_generated 389 model 7 (finishes Thu 02:05 -- 398/h)
20240911-23:42:45 nb_generated 391 model 8 (finishes Thu 02:05 -- 399/h)
20240911-23:42:51 nb_generated 415 model 9 (finishes Thu 01:59 -- 412/h)
20240911-23:42:57 nb_generated 391 model 1 (finishes Thu 02:06 -- 398/h)
20240911-23:42:58 nb_generated 416 model 8 (finishes Thu 01:59 -- 412/h)
20240911-23:43:06 nb_generated 420 model 2 (finishes Thu 01:57 -- 416/h)
20240911-23:43:07 nb_generated 391 model 5 (finishes Thu 02:06 -- 396/h)
20240911-23:43:12 nb_generated 392 model 3 (finishes Thu 02:06 -- 397/h)
20240911-23:43:18 nb_generated 422 model 6 (finishes Thu 01:57 -- 417/h)
20240911-23:43:21 nb_generated 393 model 6 (finishes Thu 02:06 -- 397/h)
20240911-23:43:28 nb_generated 394 model 3 (finishes Thu 02:06 -- 397/h)
20240911-23:43:31 nb_generated 426 model 8 (finishes Thu 01:57 -- 418/h)
20240911-23:43:35 nb_generated 394 model 7 (finishes Thu 02:06 -- 396/h)
20240911-23:43:36 nb_generated 428 model 2 (finishes Thu 01:56 -- 418/h)
20240911-23:43:45 nb_generated 430 model 8 (finishes Thu 01:56 -- 418/h)
20240911-23:43:47 nb_generated 396 model 1 (finishes Thu 02:07 -- 396/h)
20240911-23:43:54 nb_generated 433 model 5 (finishes Thu 01:56 -- 419/h)
20240911-23:44:00 nb_generated 398 model 0 (finishes Thu 02:07 -- 395/h)
20240911-23:44:07 nb_generated 435 model 2 (finishes Thu 01:56 -- 419/h)
20240911-23:44:08 nb_generated 398 model 2 (finishes Thu 02:07 -- 394/h)
20240911-23:44:13 nb_generated 435 model 0 (finishes Thu 01:57 -- 418/h)
20240911-23:44:15 nb_generated 398 model 4 (finishes Thu 02:08 -- 393/h)
20240911-23:44:22 nb_generated 399 model 4 (finishes Thu 02:08 -- 393/h)
20240911-23:44:27 nb_generated 436 model 6 (finishes Thu 01:57 -- 416/h)
20240911-23:44:31 nb_generated 399 model 0 (finishes Thu 02:08 -- 392/h)
20240911-23:44:33 nb_generated 439 model 4 (finishes Thu 01:57 -- 416/h)
20240911-23:44:40 nb_generated 399 model 6 (finishes Thu 02:09 -- 391/h)
20240911-23:44:46 nb_generated 442 model 6 (finishes Thu 01:58 -- 415/h)
20240911-23:44:58 nb_generated 401 model 8 (finishes Thu 02:10 -- 389/h)
20240911-23:45:00 nb_generated 444 model 9 (finishes Thu 01:57 -- 416/h)
20240911-23:45:05 nb_generated 402 model 8 (finishes Thu 02:09 -- 390/h)
20240911-23:45:07 nb_generated 445 model 1 (finishes Thu 01:57 -- 416/h)
20240911-23:45:12 nb_generated 404 model 8 (finishes Thu 02:09 -- 391/h)
20240911-23:45:16 nb_generated 446 model 4 (finishes Thu 01:58 -- 415/h)
20240911-23:45:24 nb_generated 407 model 0 (finishes Thu 02:08 -- 392/h)
20240911-23:45:27 nb_generated 447 model 9 (finishes Thu 01:58 -- 414/h)
20240911-23:45:33 nb_generated 408 model 1 (finishes Thu 02:08 -- 392/h)
20240911-23:45:38 nb_generated 451 model 4 (finishes Thu 01:58 -- 415/h)
20240911-23:45:41 nb_generated 410 model 4 (finishes Thu 02:08 -- 394/h)
20240911-23:45:48 nb_generated 455 model 9 (finishes Thu 01:57 -- 416/h)
20240911-23:45:50 nb_generated 412 model 1 (finishes Thu 02:07 -- 395/h)
20240911-23:45:56 nb_generated 458 model 3 (finishes Thu 01:56 -- 419/h)
20240911-23:45:57 nb_generated 412 model 5 (finishes Thu 02:07 -- 394/h)
20240911-23:46:03 nb_generated 414 model 4 (finishes Thu 02:07 -- 396/h)
20240911-23:46:06 nb_generated 459 model 6 (finishes Thu 01:57 -- 418/h)
20240911-23:46:12 nb_generated 461 model 7 (finishes Thu 01:56 -- 419/h)
20240911-23:46:19 nb_generated 416 model 2 (finishes Thu 02:07 -- 395/h)
20240911-23:46:19 nb_generated 462 model 0 (finishes Thu 01:56 -- 419/h)
20240911-23:46:25 nb_generated 416 model 3 (finishes Thu 02:07 -- 394/h)
20240911-23:46:26 nb_generated 464 model 3 (finishes Thu 01:55 -- 421/h)
20240911-23:46:33 nb_generated 418 model 6 (finishes Thu 02:07 -- 394/h)
20240911-23:46:38 nb_generated 466 model 9 (finishes Thu 01:55 -- 420/h)
20240911-23:46:43 nb_generated 422 model 5 (finishes Thu 02:06 -- 398/h)
20240911-23:46:48 nb_generated 468 model 8 (finishes Thu 01:56 -- 420/h)
20240911-23:46:51 nb_generated 423 model 5 (finishes Thu 02:06 -- 398/h)
20240911-23:46:59 nb_generated 425 model 8 (finishes Thu 02:05 -- 399/h)
20240911-23:47:01 nb_generated 469 model 4 (finishes Thu 01:56 -- 419/h)
20240911-23:47:09 nb_generated 428 model 1 (finishes Thu 02:04 -- 400/h)
20240911-23:47:12 nb_generated 472 model 9 (finishes Thu 01:55 -- 420/h)
20240911-23:47:15 nb_generated 429 model 4 (finishes Thu 02:04 -- 401/h)
20240911-23:47:20 nb_generated 472 model 6 (finishes Thu 01:56 -- 419/h)
20240911-23:47:23 nb_generated 430 model 7 (finishes Thu 02:04 -- 401/h)
20240911-23:47:29 nb_generated 475 model 5 (finishes Thu 01:55 -- 420/h)
20240911-23:47:34 nb_generated 433 model 0 (finishes Thu 02:04 -- 400/h)
20240911-23:47:39 nb_generated 477 model 6 (finishes Thu 01:55 -- 420/h)
20240911-23:47:41 nb_generated 436 model 5 (finishes Thu 02:04 -- 402/h)
20240911-23:47:47 nb_generated 479 model 1 (finishes Thu 01:55 -- 420/h)
20240911-23:47:49 nb_generated 436 model 1 (finishes Thu 02:04 -- 401/h)
20240911-23:47:55 nb_generated 437 model 6 (finishes Thu 02:04 -- 401/h)
20240911-23:47:57 nb_generated 480 model 8 (finishes Thu 01:56 -- 420/h)
20240911-23:48:03 nb_generated 438 model 2 (finishes Thu 02:04 -- 400/h)
20240911-23:48:08 nb_generated 481 model 8 (finishes Thu 01:56 -- 419/h)
20240911-23:48:10 nb_generated 438 model 4 (finishes Thu 02:05 -- 399/h)
20240911-23:48:14 nb_generated 482 model 3 (finishes Thu 01:56 -- 419/h)
20240911-23:48:21 nb_generated 483 model 0 (finishes Thu 01:56 -- 419/h)
20240911-23:48:23 nb_generated 439 model 2 (finishes Thu 02:05 -- 399/h)
20240911-23:48:28 nb_generated 484 model 6 (finishes Thu 01:56 -- 419/h)
20240911-23:48:36 nb_generated 441 model 5 (finishes Thu 02:06 -- 397/h)
20240911-23:48:37 nb_generated 488 model 5 (finishes Thu 01:55 -- 422/h)
20240911-23:48:43 nb_generated 444 model 3 (finishes Thu 02:06 -- 397/h)
20240911-23:48:45 nb_generated 490 model 1 (finishes Thu 01:54 -- 423/h)
20240911-23:48:49 nb_generated 444 model 7 (finishes Thu 02:06 -- 396/h)
20240911-23:48:53 nb_generated 491 model 2 (finishes Thu 01:55 -- 422/h)
20240911-23:48:56 nb_generated 445 model 5 (finishes Thu 02:06 -- 397/h)
20240911-23:49:02 nb_generated 491 model 2 (finishes Thu 01:55 -- 421/h)
20240911-23:49:05 nb_generated 447 model 0 (finishes Thu 02:05 -- 398/h)
20240911-23:49:12 nb_generated 497 model 4 (finishes Thu 01:54 -- 424/h)
20240911-23:49:13 nb_generated 447 model 3 (finishes Thu 02:06 -- 397/h)
20240911-23:49:22 nb_generated 500 model 3 (finishes Thu 01:54 -- 425/h)
20240911-23:49:23 nb_generated 449 model 2 (finishes Thu 02:05 -- 398/h)
20240911-23:49:31 nb_generated 450 model 6 (finishes Thu 02:05 -- 398/h)
20240911-23:49:31 nb_generated 500 model 2 (finishes Thu 01:54 -- 424/h)
20240911-23:49:38 nb_generated 450 model 5 (finishes Thu 02:06 -- 397/h)
20240911-23:49:45 nb_generated 502 model 2 (finishes Thu 01:54 -- 423/h)
20240911-23:49:50 nb_generated 452 model 6 (finishes Thu 02:06 -- 397/h)
20240911-23:49:53 nb_generated 505 model 6 (finishes Thu 01:54 -- 424/h)
20240911-23:49:56 nb_generated 453 model 7 (finishes Thu 02:06 -- 397/h)
20240911-23:50:02 nb_generated 505 model 1 (finishes Thu 01:54 -- 423/h)
20240911-23:50:07 nb_generated 455 model 3 (finishes Thu 02:05 -- 398/h)
20240911-23:50:07 nb_generated 505 model 7 (finishes Thu 01:55 -- 422/h)
20240911-23:50:14 nb_generated 505 model 2 (finishes Thu 01:55 -- 421/h)
20240911-23:50:19 nb_generated 455 model 4 (finishes Thu 02:06 -- 397/h)
20240911-23:50:25 nb_generated 506 model 0 (finishes Thu 01:55 -- 421/h)
20240911-23:50:26 nb_generated 456 model 4 (finishes Thu 02:07 -- 396/h)
20240911-23:50:34 nb_generated 456 model 8 (finishes Thu 02:07 -- 395/h)
20240911-23:50:36 nb_generated 508 model 6 (finishes Thu 01:55 -- 422/h)
20240911-23:50:43 nb_generated 461 model 0 (finishes Thu 02:05 -- 398/h)
20240911-23:50:46 nb_generated 509 model 1 (finishes Thu 01:55 -- 421/h)
20240911-23:50:52 nb_generated 463 model 1 (finishes Thu 02:05 -- 399/h)
20240911-23:51:00 nb_generated 466 model 8 (finishes Thu 02:05 -- 399/h)
20240911-23:51:01 nb_generated 512 model 9 (finishes Thu 01:55 -- 422/h)
20240911-23:51:10 nb_generated 467 model 9 (finishes Thu 02:05 -- 399/h)
20240911-23:51:18 nb_generated 515 model 0 (finishes Thu 01:55 -- 422/h)
20240911-23:51:21 nb_generated 469 model 4 (finishes Thu 02:04 -- 400/h)
20240911-23:51:24 nb_generated 519 model 3 (finishes Thu 01:53 -- 425/h)
20240911-23:51:29 nb_generated 470 model 3 (finishes Thu 02:04 -- 400/h)
20240911-23:51:33 nb_generated 522 model 1 (finishes Thu 01:53 -- 427/h)
20240911-23:51:38 nb_generated 471 model 6 (finishes Thu 02:04 -- 400/h)
20240911-23:51:42 nb_generated 523 model 1 (finishes Thu 01:53 -- 425/h)
20240911-23:51:47 nb_generated 472 model 5 (finishes Thu 02:05 -- 399/h)
20240911-23:51:48 nb_generated 524 model 6 (finishes Thu 01:53 -- 426/h)
20240911-23:51:55 nb_generated 473 model 1 (finishes Thu 02:05 -- 399/h)
20240911-23:51:56 nb_generated 524 model 0 (finishes Thu 01:54 -- 425/h)
20240911-23:52:02 nb_generated 473 model 6 (finishes Thu 02:05 -- 398/h)
20240911-23:52:03 nb_generated 528 model 4 (finishes Thu 01:54 -- 425/h)
20240911-23:52:11 nb_generated 473 model 6 (finishes Thu 02:06 -- 397/h)
20240911-23:52:13 nb_generated 531 model 8 (finishes Thu 01:53 -- 427/h)
20240911-23:52:19 nb_generated 474 model 4 (finishes Thu 02:06 -- 397/h)
20240911-23:52:20 nb_generated 531 model 4 (finishes Thu 01:53 -- 426/h)
20240911-23:52:26 nb_generated 531 model 7 (finishes Thu 01:53 -- 425/h)
20240911-23:52:31 nb_generated 474 model 7 (finishes Thu 02:06 -- 396/h)
20240911-23:52:35 nb_generated 533 model 2 (finishes Thu 01:53 -- 426/h)
20240911-23:52:45 nb_generated 476 model 9 (finishes Thu 02:07 -- 395/h)
20240911-23:52:48 nb_generated 535 model 9 (finishes Thu 01:53 -- 425/h)
20240911-23:52:56 nb_generated 536 model 8 (finishes Thu 01:54 -- 424/h)
20240911-23:53:02 nb_generated 480 model 9 (finishes Thu 02:06 -- 397/h)
20240911-23:53:03 nb_generated 536 model 8 (finishes Thu 01:54 -- 424/h)
20240911-23:53:13 nb_generated 537 model 9 (finishes Thu 01:54 -- 423/h)
20240911-23:53:17 nb_generated 484 model 9 (finishes Thu 02:06 -- 397/h)
20240911-23:53:20 nb_generated 539 model 0 (finishes Thu 01:54 -- 424/h)
20240911-23:53:28 nb_generated 485 model 6 (finishes Thu 02:06 -- 397/h)
20240911-23:53:32 nb_generated 540 model 4 (finishes Thu 01:55 -- 422/h)
20240911-23:53:41 nb_generated 541 model 3 (finishes Thu 01:55 -- 422/h)
20240911-23:53:44 nb_generated 485 model 9 (finishes Thu 02:07 -- 395/h)
20240911-23:53:48 nb_generated 544 model 5 (finishes Thu 01:54 -- 424/h)
20240911-23:53:52 nb_generated 486 model 6 (finishes Thu 02:07 -- 394/h)
20240911-23:53:56 nb_generated 545 model 5 (finishes Thu 01:54 -- 424/h)
20240911-23:54:03 nb_generated 487 model 6 (finishes Thu 02:07 -- 394/h)
20240911-23:54:06 nb_generated 546 model 0 (finishes Thu 01:54 -- 423/h)
20240911-23:54:12 nb_generated 547 model 7 (finishes Thu 01:54 -- 423/h)
20240911-23:54:15 nb_generated 488 model 4 (finishes Thu 02:08 -- 393/h)
20240911-23:54:22 nb_generated 549 model 6 (finishes Thu 01:54 -- 423/h)
20240911-23:54:29 nb_generated 489 model 9 (finishes Thu 02:08 -- 393/h)
20240911-23:54:30 nb_generated 549 model 4 (finishes Thu 01:55 -- 422/h)
20240911-23:54:38 nb_generated 491 model 3 (finishes Thu 02:08 -- 393/h)
20240911-23:54:38 nb_generated 549 model 3 (finishes Thu 01:55 -- 421/h)
20240911-23:54:47 nb_generated 492 model 4 (finishes Thu 02:08 -- 393/h)
20240911-23:54:56 nb_generated 551 model 6 (finishes Thu 01:56 -- 420/h)
20240911-23:54:59 nb_generated 492 model 9 (finishes Thu 02:09 -- 391/h)
20240911-23:55:01 nb_generated 552 model 1 (finishes Thu 01:55 -- 420/h)
20240911-23:55:06 nb_generated 492 model 5 (finishes Thu 02:09 -- 391/h)
20240911-23:55:11 nb_generated 553 model 4 (finishes Thu 01:55 -- 420/h)
20240911-23:55:17 nb_generated 494 model 9 (finishes Thu 02:09 -- 392/h)
20240911-23:55:21 nb_generated 553 model 6 (finishes Thu 01:56 -- 419/h)
20240911-23:55:26 nb_generated 494 model 3 (finishes Thu 02:09 -- 391/h)
20240911-23:55:27 nb_generated 555 model 4 (finishes Thu 01:56 -- 419/h)
20240911-23:55:32 nb_generated 494 model 7 (finishes Thu 02:09 -- 390/h)
20240911-23:55:36 nb_generated 555 model 4 (finishes Thu 01:56 -- 418/h)
20240911-23:55:44 nb_generated 557 model 5 (finishes Thu 01:56 -- 418/h)
20240911-23:55:44 nb_generated 497 model 6 (finishes Thu 02:09 -- 392/h)
20240911-23:55:51 nb_generated 557 model 4 (finishes Thu 01:57 -- 418/h)
20240911-23:55:52 nb_generated 500 model 5 (finishes Thu 02:07 -- 394/h)
20240911-23:55:59 nb_generated 557 model 6 (finishes Thu 01:57 -- 417/h)
20240911-23:56:07 nb_generated 559 model 5 (finishes Thu 01:57 -- 416/h)
20240911-23:56:09 nb_generated 502 model 9 (finishes Thu 02:07 -- 394/h)
20240911-23:56:14 nb_generated 561 model 1 (finishes Thu 01:57 -- 417/h)
20240911-23:56:17 nb_generated 503 model 8 (finishes Thu 02:07 -- 394/h)
20240911-23:56:21 nb_generated 562 model 7 (finishes Thu 01:57 -- 417/h)
20240911-23:56:25 nb_generated 505 model 5 (finishes Thu 02:07 -- 395/h)
20240911-23:56:27 nb_generated 565 model 0 (finishes Thu 01:56 -- 418/h)
20240911-23:56:34 nb_generated 505 model 4 (finishes Thu 02:07 -- 394/h)
20240911-23:56:36 nb_generated 568 model 9 (finishes Thu 01:56 -- 419/h)
20240911-23:56:41 nb_generated 570 model 5 (finishes Thu 01:55 -- 421/h)
20240911-23:56:42 nb_generated 507 model 7 (finishes Thu 02:07 -- 394/h)
20240911-23:56:47 nb_generated 509 model 3 (finishes Thu 02:06 -- 396/h)
20240911-23:56:48 nb_generated 572 model 4 (finishes Thu 01:55 -- 421/h)
20240911-23:56:55 nb_generated 573 model 1 (finishes Thu 01:55 -- 421/h)
20240911-23:56:55 nb_generated 510 model 2 (finishes Thu 02:07 -- 395/h)
20240911-23:57:05 nb_generated 574 model 9 (finishes Thu 01:55 -- 421/h)
20240911-23:57:05 nb_generated 513 model 8 (finishes Thu 02:07 -- 395/h)
20240911-23:57:17 nb_generated 575 model 0 (finishes Thu 01:55 -- 421/h)
20240911-23:57:25 nb_generated 514 model 9 (finishes Thu 02:08 -- 394/h)
20240911-23:57:28 nb_generated 579 model 4 (finishes Thu 01:55 -- 421/h)
20240911-23:57:34 nb_generated 516 model 5 (finishes Thu 02:08 -- 394/h)
20240911-23:57:36 nb_generated 581 model 1 (finishes Thu 01:55 -- 421/h)
20240911-23:57:40 nb_generated 517 model 3 (finishes Thu 02:07 -- 394/h)
20240911-23:57:44 nb_generated 582 model 5 (finishes Thu 01:55 -- 422/h)
20240911-23:57:48 nb_generated 517 model 1 (finishes Thu 02:08 -- 393/h)
20240911-23:57:52 nb_generated 585 model 5 (finishes Thu 01:54 -- 424/h)
20240911-23:57:54 nb_generated 517 model 7 (finishes Thu 02:08 -- 392/h)
20240911-23:58:02 nb_generated 585 model 9 (finishes Thu 01:55 -- 422/h)
20240911-23:58:03 nb_generated 518 model 2 (finishes Thu 02:08 -- 392/h)
20240911-23:58:11 nb_generated 586 model 5 (finishes Thu 01:55 -- 422/h)
20240911-23:58:14 nb_generated 519 model 0 (finishes Thu 02:08 -- 392/h)
20240911-23:58:18 nb_generated 587 model 8 (finishes Thu 01:55 -- 421/h)
20240911-23:58:27 nb_generated 521 model 0 (finishes Thu 02:08 -- 392/h)
20240911-23:58:34 nb_generated 588 model 9 (finishes Thu 01:55 -- 421/h)
20240911-23:58:37 nb_generated 522 model 8 (finishes Thu 02:08 -- 392/h)
20240911-23:58:43 nb_generated 591 model 3 (finishes Thu 01:55 -- 423/h)
20240911-23:58:48 nb_generated 522 model 0 (finishes Thu 02:09 -- 391/h)
20240911-23:58:50 nb_generated 593 model 7 (finishes Thu 01:54 -- 424/h)
20240911-23:58:54 nb_generated 523 model 3 (finishes Thu 02:09 -- 390/h)
20240911-23:59:01 nb_generated 524 model 3 (finishes Thu 02:09 -- 390/h)
20240911-23:59:04 nb_generated 594 model 0 (finishes Thu 01:55 -- 422/h)
20240911-23:59:06 nb_generated 526 model 7 (finishes Thu 02:09 -- 391/h)
20240911-23:59:14 nb_generated 596 model 0 (finishes Thu 01:54 -- 423/h)
20240911-23:59:14 nb_generated 526 model 5 (finishes Thu 02:09 -- 390/h)
20240911-23:59:21 nb_generated 529 model 3 (finishes Thu 02:09 -- 390/h)
20240911-23:59:25 nb_generated 599 model 6 (finishes Thu 01:54 -- 425/h)
20240911-23:59:29 nb_generated 530 model 2 (finishes Thu 02:09 -- 390/h)
20240911-23:59:35 nb_generated 599 model 1 (finishes Thu 01:54 -- 423/h)
20240911-23:59:41 nb_generated 531 model 6 (finishes Thu 02:09 -- 390/h)
20240911-23:59:48 nb_generated 601 model 0 (finishes Thu 01:54 -- 424/h)
20240911-23:59:49 nb_generated 533 model 4 (finishes Thu 02:09 -- 391/h)
20240911-23:59:54 nb_generated 601 model 1 (finishes Thu 01:54 -- 423/h)
20240911-23:59:59 nb_generated 533 model 6 (finishes Thu 02:09 -- 390/h)
20240912-00:00:03 nb_generated 602 model 1 (finishes Thu 01:54 -- 423/h)
20240912-00:00:10 nb_generated 534 model 4 (finishes Thu 02:09 -- 390/h)
20240912-00:00:12 nb_generated 602 model 1 (finishes Thu 01:55 -- 422/h)
20240912-00:00:16 nb_generated 534 model 7 (finishes Thu 02:10 -- 389/h)
20240912-00:00:18 nb_generated 602 model 3 (finishes Thu 01:55 -- 421/h)
20240912-00:00:25 nb_generated 535 model 5 (finishes Thu 02:10 -- 388/h)
20240912-00:00:28 nb_generated 604 model 9 (finishes Thu 01:55 -- 421/h)
20240912-00:00:37 nb_generated 606 model 5 (finishes Thu 01:55 -- 421/h)
20240912-00:00:40 nb_generated 536 model 2 (finishes Thu 02:11 -- 388/h)
20240912-00:00:46 nb_generated 607 model 5 (finishes Thu 01:55 -- 421/h)
20240912-00:00:50 nb_generated 537 model 9 (finishes Thu 02:11 -- 387/h)
20240912-00:00:58 nb_generated 538 model 4 (finishes Thu 02:11 -- 388/h)
20240912-00:00:58 nb_generated 609 model 9 (finishes Thu 01:55 -- 422/h)
20240912-00:01:05 nb_generated 609 model 7 (finishes Thu 01:55 -- 421/h)
20240912-00:01:07 nb_generated 540 model 0 (finishes Thu 02:11 -- 387/h)
20240912-00:01:12 nb_generated 612 model 0 (finishes Thu 01:55 -- 422/h)
20240912-00:01:14 nb_generated 541 model 2 (finishes Thu 02:11 -- 387/h)
20240912-00:01:21 nb_generated 612 model 2 (finishes Thu 01:55 -- 421/h)
20240912-00:01:22 nb_generated 542 model 8 (finishes Thu 02:11 -- 387/h)
20240912-00:01:28 nb_generated 613 model 6 (finishes Thu 01:55 -- 420/h)
20240912-00:01:34 nb_generated 546 model 8 (finishes Thu 02:09 -- 390/h)
20240912-00:01:34 nb_generated 613 model 1 (finishes Thu 01:56 -- 420/h)
20240912-00:01:41 nb_generated 614 model 0 (finishes Thu 01:56 -- 420/h)
20240912-00:01:45 nb_generated 547 model 1 (finishes Thu 02:10 -- 388/h)
20240912-00:01:50 nb_generated 616 model 7 (finishes Thu 01:56 -- 420/h)
20240912-00:01:56 nb_generated 616 model 7 (finishes Thu 01:56 -- 419/h)
20240912-00:01:57 nb_generated 547 model 6 (finishes Thu 02:11 -- 387/h)
20240912-00:02:05 nb_generated 549 model 6 (finishes Thu 02:10 -- 388/h)
20240912-00:02:11 nb_generated 616 model 9 (finishes Thu 01:57 -- 417/h)
20240912-00:02:20 nb_generated 616 model 0 (finishes Thu 01:57 -- 417/h)
20240912-00:02:22 nb_generated 551 model 8 (finishes Thu 02:11 -- 388/h)
20240912-00:02:28 nb_generated 618 model 8 (finishes Thu 01:57 -- 417/h)
20240912-00:02:29 nb_generated 554 model 0 (finishes Thu 02:10 -- 389/h)
20240912-00:02:35 nb_generated 619 model 7 (finishes Thu 01:57 -- 418/h)
20240912-00:02:39 nb_generated 555 model 2 (finishes Thu 02:10 -- 389/h)
20240912-00:02:42 nb_generated 620 model 7 (finishes Thu 01:57 -- 418/h)
20240912-00:02:48 nb_generated 558 model 8 (finishes Thu 02:10 -- 390/h)
20240912-00:02:55 nb_generated 559 model 0 (finishes Thu 02:09 -- 390/h)
20240912-00:02:58 nb_generated 621 model 6 (finishes Thu 01:57 -- 417/h)
20240912-00:03:00 nb_generated 561 model 0 (finishes Thu 02:09 -- 390/h)
20240912-00:03:10 nb_generated 561 model 0 (finishes Thu 02:10 -- 389/h)
20240912-00:03:11 nb_generated 622 model 2 (finishes Thu 01:57 -- 416/h)
20240912-00:03:16 nb_generated 563 model 1 (finishes Thu 02:09 -- 390/h)
20240912-00:03:19 nb_generated 622 model 1 (finishes Thu 01:58 -- 415/h)
20240912-00:03:23 nb_generated 565 model 6 (finishes Thu 02:09 -- 392/h)
20240912-00:03:26 nb_generated 626 model 5 (finishes Thu 01:57 -- 418/h)
20240912-00:03:29 nb_generated 566 model 8 (finishes Thu 02:08 -- 392/h)
20240912-00:03:37 nb_generated 566 model 2 (finishes Thu 02:09 -- 391/h)
20240912-00:03:37 nb_generated 627 model 3 (finishes Thu 01:57 -- 417/h)
20240912-00:03:46 nb_generated 569 model 6 (finishes Thu 02:08 -- 393/h)
20240912-00:03:47 nb_generated 627 model 8 (finishes Thu 01:57 -- 416/h)
20240912-00:03:54 nb_generated 628 model 7 (finishes Thu 01:57 -- 417/h)
20240912-00:03:55 nb_generated 569 model 2 (finishes Thu 02:08 -- 392/h)
20240912-00:04:03 nb_generated 629 model 8 (finishes Thu 01:57 -- 417/h)
20240912-00:04:06 nb_generated 569 model 0 (finishes Thu 02:09 -- 391/h)
20240912-00:04:14 nb_generated 631 model 6 (finishes Thu 01:57 -- 417/h)
20240912-00:04:16 nb_generated 571 model 6 (finishes Thu 02:08 -- 392/h)
20240912-00:04:20 nb_generated 631 model 8 (finishes Thu 01:57 -- 417/h)
20240912-00:04:24 nb_generated 571 model 6 (finishes Thu 02:09 -- 391/h)
20240912-00:04:26 nb_generated 633 model 6 (finishes Thu 01:57 -- 418/h)
20240912-00:04:34 nb_generated 634 model 2 (finishes Thu 01:57 -- 418/h)
20240912-00:04:36 nb_generated 573 model 9 (finishes Thu 02:09 -- 391/h)
20240912-00:04:44 nb_generated 579 model 5 (finishes Thu 02:08 -- 394/h)
20240912-00:04:51 nb_generated 579 model 3 (finishes Thu 02:08 -- 393/h)
20240912-00:04:51 nb_generated 635 model 9 (finishes Thu 01:57 -- 416/h)
20240912-00:04:59 nb_generated 637 model 4 (finishes Thu 01:57 -- 417/h)
20240912-00:04:59 nb_generated 581 model 8 (finishes Thu 02:07 -- 394/h)
20240912-00:05:06 nb_generated 638 model 4 (finishes Thu 01:57 -- 417/h)
20240912-00:05:10 nb_generated 584 model 8 (finishes Thu 02:08 -- 394/h)
20240912-00:05:13 nb_generated 639 model 6 (finishes Thu 01:57 -- 416/h)
20240912-00:05:18 nb_generated 585 model 7 (finishes Thu 02:07 -- 394/h)
20240912-00:05:25 nb_generated 586 model 7 (finishes Thu 02:07 -- 394/h)
20240912-00:05:29 nb_generated 642 model 9 (finishes Thu 01:57 -- 417/h)
20240912-00:05:33 nb_generated 586 model 3 (finishes Thu 02:08 -- 393/h)
20240912-00:05:37 nb_generated 642 model 7 (finishes Thu 01:57 -- 416/h)
20240912-00:05:48 nb_generated 586 model 9 (finishes Thu 02:08 -- 392/h)
20240912-00:05:49 nb_generated 642 model 9 (finishes Thu 01:58 -- 415/h)
20240912-00:05:54 nb_generated 588 model 5 (finishes Thu 02:08 -- 393/h)
20240912-00:05:58 nb_generated 642 model 2 (finishes Thu 01:58 -- 414/h)
20240912-00:06:01 nb_generated 592 model 1 (finishes Thu 02:06 -- 396/h)
20240912-00:06:06 nb_generated 643 model 5 (finishes Thu 01:59 -- 413/h)
20240912-00:06:07 nb_generated 592 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:06:14 nb_generated 645 model 4 (finishes Thu 01:59 -- 412/h)
20240912-00:06:14 nb_generated 593 model 1 (finishes Thu 02:07 -- 395/h)
20240912-00:06:23 nb_generated 646 model 2 (finishes Thu 01:59 -- 411/h)
20240912-00:06:24 nb_generated 595 model 9 (finishes Thu 02:07 -- 395/h)
20240912-00:06:32 nb_generated 647 model 4 (finishes Thu 01:59 -- 411/h)
20240912-00:06:34 nb_generated 598 model 9 (finishes Thu 02:06 -- 397/h)
20240912-00:06:40 nb_generated 647 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:06:41 nb_generated 599 model 6 (finishes Thu 02:06 -- 397/h)
20240912-00:06:50 nb_generated 649 model 2 (finishes Thu 02:00 -- 409/h)
20240912-00:06:56 nb_generated 600 model 9 (finishes Thu 02:06 -- 397/h)
20240912-00:06:58 nb_generated 650 model 0 (finishes Thu 02:00 -- 409/h)
20240912-00:07:04 nb_generated 601 model 6 (finishes Thu 02:06 -- 397/h)
20240912-00:07:07 nb_generated 653 model 7 (finishes Thu 02:00 -- 410/h)
20240912-00:07:14 nb_generated 655 model 5 (finishes Thu 02:00 -- 410/h)
20240912-00:07:14 nb_generated 601 model 4 (finishes Thu 02:07 -- 396/h)
20240912-00:07:21 nb_generated 660 model 8 (finishes Thu 01:59 -- 413/h)
20240912-00:07:22 nb_generated 601 model 4 (finishes Thu 02:07 -- 395/h)
20240912-00:07:28 nb_generated 660 model 8 (finishes Thu 01:59 -- 412/h)
20240912-00:07:33 nb_generated 602 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:07:35 nb_generated 662 model 3 (finishes Thu 01:58 -- 414/h)
20240912-00:07:44 nb_generated 603 model 5 (finishes Thu 02:07 -- 395/h)
20240912-00:07:49 nb_generated 666 model 9 (finishes Thu 01:59 -- 413/h)
20240912-00:07:54 nb_generated 606 model 2 (finishes Thu 02:07 -- 395/h)
20240912-00:07:57 nb_generated 666 model 2 (finishes Thu 01:59 -- 412/h)
20240912-00:08:04 nb_generated 608 model 9 (finishes Thu 02:07 -- 395/h)
20240912-00:08:07 nb_generated 668 model 1 (finishes Thu 01:59 -- 412/h)
20240912-00:08:13 nb_generated 608 model 8 (finishes Thu 02:07 -- 394/h)
20240912-00:08:20 nb_generated 672 model 5 (finishes Thu 01:58 -- 413/h)
20240912-00:08:20 nb_generated 608 model 7 (finishes Thu 02:07 -- 394/h)
20240912-00:08:29 nb_generated 609 model 4 (finishes Thu 02:07 -- 394/h)
20240912-00:08:31 nb_generated 675 model 8 (finishes Thu 01:58 -- 415/h)
20240912-00:08:37 nb_generated 675 model 7 (finishes Thu 01:58 -- 414/h)
20240912-00:08:40 nb_generated 610 model 6 (finishes Thu 02:08 -- 394/h)
20240912-00:08:44 nb_generated 679 model 2 (finishes Thu 01:58 -- 414/h)
20240912-00:08:52 nb_generated 612 model 5 (finishes Thu 02:08 -- 393/h)
20240912-00:08:56 nb_generated 679 model 0 (finishes Thu 01:59 -- 413/h)
20240912-00:08:58 nb_generated 613 model 7 (finishes Thu 02:08 -- 394/h)
20240912-00:09:05 nb_generated 679 model 0 (finishes Thu 01:59 -- 412/h)
20240912-00:09:06 nb_generated 615 model 7 (finishes Thu 02:07 -- 394/h)
20240912-00:09:13 nb_generated 681 model 6 (finishes Thu 01:59 -- 413/h)
20240912-00:09:16 nb_generated 617 model 9 (finishes Thu 02:07 -- 394/h)
20240912-00:09:23 nb_generated 618 model 7 (finishes Thu 02:08 -- 393/h)
20240912-00:09:25 nb_generated 684 model 6 (finishes Thu 01:58 -- 415/h)
20240912-00:09:31 nb_generated 618 model 7 (finishes Thu 02:08 -- 392/h)
20240912-00:09:38 nb_generated 619 model 5 (finishes Thu 02:08 -- 393/h)
20240912-00:09:42 nb_generated 684 model 4 (finishes Thu 01:59 -- 413/h)
20240912-00:09:46 nb_generated 621 model 4 (finishes Thu 02:08 -- 393/h)
20240912-00:09:52 nb_generated 623 model 6 (finishes Thu 02:07 -- 394/h)
20240912-00:09:59 nb_generated 686 model 9 (finishes Thu 01:59 -- 413/h)
20240912-00:10:05 nb_generated 686 model 1 (finishes Thu 01:59 -- 413/h)
20240912-00:10:06 nb_generated 623 model 0 (finishes Thu 02:08 -- 393/h)
20240912-00:10:12 nb_generated 625 model 7 (finishes Thu 02:08 -- 393/h)
20240912-00:10:14 nb_generated 687 model 7 (finishes Thu 01:59 -- 412/h)
20240912-00:10:19 nb_generated 625 model 4 (finishes Thu 02:08 -- 392/h)
20240912-00:10:24 nb_generated 626 model 7 (finishes Thu 02:08 -- 392/h)
20240912-00:10:27 nb_generated 687 model 8 (finishes Thu 01:59 -- 411/h)
20240912-00:10:33 nb_generated 627 model 6 (finishes Thu 02:08 -- 393/h)
20240912-00:10:42 nb_generated 689 model 9 (finishes Thu 01:59 -- 411/h)
20240912-00:10:46 nb_generated 630 model 2 (finishes Thu 02:07 -- 394/h)
20240912-00:10:48 nb_generated 690 model 8 (finishes Thu 01:59 -- 412/h)
20240912-00:10:57 nb_generated 631 model 5 (finishes Thu 02:08 -- 394/h)
20240912-00:10:58 nb_generated 690 model 2 (finishes Thu 02:00 -- 411/h)
20240912-00:11:03 nb_generated 632 model 3 (finishes Thu 02:08 -- 393/h)
20240912-00:11:07 nb_generated 691 model 5 (finishes Thu 02:00 -- 410/h)
20240912-00:11:13 nb_generated 635 model 7 (finishes Thu 02:07 -- 395/h)
20240912-00:11:19 nb_generated 691 model 6 (finishes Thu 02:00 -- 409/h)
20240912-00:11:22 nb_generated 636 model 6 (finishes Thu 02:07 -- 395/h)
20240912-00:11:29 nb_generated 636 model 1 (finishes Thu 02:07 -- 394/h)
20240912-00:11:32 nb_generated 692 model 2 (finishes Thu 02:01 -- 408/h)
20240912-00:11:42 nb_generated 693 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:11:43 nb_generated 638 model 9 (finishes Thu 02:08 -- 394/h)
20240912-00:11:50 nb_generated 695 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:11:56 nb_generated 639 model 8 (finishes Thu 02:08 -- 393/h)
20240912-00:12:03 nb_generated 696 model 6 (finishes Thu 02:01 -- 408/h)
20240912-00:12:03 nb_generated 639 model 1 (finishes Thu 02:08 -- 393/h)
20240912-00:12:11 nb_generated 643 model 3 (finishes Thu 02:07 -- 395/h)
20240912-00:12:14 nb_generated 698 model 2 (finishes Thu 02:01 -- 407/h)
20240912-00:12:26 nb_generated 646 model 9 (finishes Thu 02:06 -- 396/h)
20240912-00:12:26 nb_generated 700 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:12:38 nb_generated 647 model 0 (finishes Thu 02:06 -- 396/h)
20240912-00:12:46 nb_generated 649 model 5 (finishes Thu 02:06 -- 396/h)
20240912-00:12:48 nb_generated 702 model 9 (finishes Thu 02:02 -- 406/h)
20240912-00:12:54 nb_generated 650 model 2 (finishes Thu 02:06 -- 396/h)
20240912-00:12:55 nb_generated 702 model 2 (finishes Thu 02:02 -- 406/h)
20240912-00:13:01 nb_generated 651 model 8 (finishes Thu 02:06 -- 396/h)
20240912-00:13:01 nb_generated 703 model 5 (finishes Thu 02:02 -- 405/h)
20240912-00:13:09 nb_generated 651 model 3 (finishes Thu 02:07 -- 396/h)
20240912-00:13:10 nb_generated 704 model 6 (finishes Thu 02:02 -- 405/h)
20240912-00:13:19 nb_generated 651 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:13:21 nb_generated 706 model 9 (finishes Thu 02:02 -- 405/h)
20240912-00:13:29 nb_generated 653 model 9 (finishes Thu 02:07 -- 396/h)
20240912-00:13:31 nb_generated 706 model 2 (finishes Thu 02:03 -- 404/h)
20240912-00:13:36 nb_generated 654 model 2 (finishes Thu 02:07 -- 396/h)
20240912-00:13:41 nb_generated 707 model 8 (finishes Thu 02:03 -- 404/h)
20240912-00:13:47 nb_generated 655 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:13:49 nb_generated 707 model 6 (finishes Thu 02:03 -- 403/h)
20240912-00:14:00 nb_generated 707 model 2 (finishes Thu 02:03 -- 402/h)
20240912-00:14:04 nb_generated 657 model 9 (finishes Thu 02:07 -- 395/h)
20240912-00:14:07 nb_generated 708 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:14:14 nb_generated 658 model 4 (finishes Thu 02:07 -- 395/h)
20240912-00:14:15 nb_generated 709 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:14:21 nb_generated 709 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:14:22 nb_generated 659 model 3 (finishes Thu 02:07 -- 395/h)
20240912-00:14:29 nb_generated 710 model 3 (finishes Thu 02:04 -- 401/h)
20240912-00:14:31 nb_generated 660 model 1 (finishes Thu 02:07 -- 395/h)
20240912-00:14:36 nb_generated 711 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:14:44 nb_generated 662 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:14:45 nb_generated 712 model 5 (finishes Thu 02:05 -- 400/h)
20240912-00:14:51 nb_generated 713 model 1 (finishes Thu 02:04 -- 400/h)
20240912-00:14:53 nb_generated 664 model 1 (finishes Thu 02:07 -- 395/h)
20240912-00:14:58 nb_generated 713 model 7 (finishes Thu 02:05 -- 400/h)
20240912-00:15:00 nb_generated 665 model 8 (finishes Thu 02:07 -- 395/h)
20240912-00:15:07 nb_generated 717 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:15:16 nb_generated 667 model 9 (finishes Thu 02:07 -- 395/h)
20240912-00:15:18 nb_generated 720 model 4 (finishes Thu 02:03 -- 403/h)
20240912-00:15:26 nb_generated 724 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:15:28 nb_generated 672 model 8 (finishes Thu 02:07 -- 395/h)
20240912-00:15:33 nb_generated 726 model 1 (finishes Thu 02:01 -- 407/h)
20240912-00:15:33 nb_generated 672 model 7 (finishes Thu 02:07 -- 395/h)
20240912-00:15:40 nb_generated 674 model 1 (finishes Thu 02:07 -- 395/h)
20240912-00:15:41 nb_generated 729 model 4 (finishes Thu 02:01 -- 407/h)
20240912-00:15:48 nb_generated 677 model 3 (finishes Thu 02:07 -- 395/h)
20240912-00:15:52 nb_generated 730 model 2 (finishes Thu 02:01 -- 407/h)
20240912-00:16:02 nb_generated 732 model 2 (finishes Thu 02:01 -- 408/h)
20240912-00:16:07 nb_generated 679 model 9 (finishes Thu 02:07 -- 394/h)
20240912-00:16:10 nb_generated 733 model 3 (finishes Thu 02:01 -- 408/h)
20240912-00:16:14 nb_generated 681 model 3 (finishes Thu 02:07 -- 394/h)
20240912-00:16:17 nb_generated 734 model 2 (finishes Thu 02:01 -- 408/h)
20240912-00:16:21 nb_generated 682 model 3 (finishes Thu 02:07 -- 394/h)
20240912-00:16:27 nb_generated 736 model 4 (finishes Thu 02:00 -- 409/h)
20240912-00:16:34 nb_generated 682 model 4 (finishes Thu 02:08 -- 393/h)
20240912-00:16:40 nb_generated 736 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:16:40 nb_generated 685 model 0 (finishes Thu 02:07 -- 395/h)
20240912-00:16:47 nb_generated 686 model 5 (finishes Thu 02:07 -- 395/h)
20240912-00:16:47 nb_generated 739 model 6 (finishes Thu 02:00 -- 409/h)
20240912-00:16:57 nb_generated 740 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:17:00 nb_generated 688 model 8 (finishes Thu 02:07 -- 395/h)
20240912-00:17:08 nb_generated 688 model 8 (finishes Thu 02:07 -- 395/h)
20240912-00:17:11 nb_generated 741 model 2 (finishes Thu 02:00 -- 409/h)
20240912-00:17:15 nb_generated 691 model 5 (finishes Thu 02:06 -- 396/h)
20240912-00:17:21 nb_generated 742 model 8 (finishes Thu 02:01 -- 409/h)
20240912-00:17:24 nb_generated 691 model 0 (finishes Thu 02:07 -- 396/h)
20240912-00:17:29 nb_generated 743 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:17:32 nb_generated 693 model 8 (finishes Thu 02:06 -- 396/h)
20240912-00:17:37 nb_generated 693 model 1 (finishes Thu 02:06 -- 396/h)
20240912-00:17:42 nb_generated 748 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:17:49 nb_generated 748 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:17:54 nb_generated 697 model 9 (finishes Thu 02:06 -- 397/h)
20240912-00:17:55 nb_generated 748 model 2 (finishes Thu 02:01 -- 407/h)
20240912-00:18:02 nb_generated 697 model 1 (finishes Thu 02:06 -- 396/h)
20240912-00:18:03 nb_generated 749 model 6 (finishes Thu 02:01 -- 407/h)
20240912-00:18:09 nb_generated 699 model 7 (finishes Thu 02:06 -- 397/h)
20240912-00:18:11 nb_generated 752 model 3 (finishes Thu 02:01 -- 408/h)
20240912-00:18:17 nb_generated 699 model 4 (finishes Thu 02:06 -- 396/h)
20240912-00:18:20 nb_generated 752 model 2 (finishes Thu 02:01 -- 407/h)
20240912-00:18:26 nb_generated 752 model 7 (finishes Thu 02:01 -- 407/h)
20240912-00:18:28 nb_generated 700 model 0 (finishes Thu 02:06 -- 396/h)
20240912-00:18:36 nb_generated 753 model 4 (finishes Thu 02:02 -- 406/h)
20240912-00:18:40 nb_generated 701 model 9 (finishes Thu 02:06 -- 396/h)
20240912-00:18:47 nb_generated 755 model 9 (finishes Thu 02:01 -- 407/h)
20240912-00:18:52 nb_generated 702 model 0 (finishes Thu 02:06 -- 396/h)
20240912-00:18:54 nb_generated 758 model 1 (finishes Thu 02:01 -- 407/h)
20240912-00:18:59 nb_generated 702 model 2 (finishes Thu 02:07 -- 395/h)
20240912-00:19:02 nb_generated 758 model 2 (finishes Thu 02:02 -- 406/h)
20240912-00:19:10 nb_generated 704 model 6 (finishes Thu 02:07 -- 395/h)
20240912-00:19:16 nb_generated 706 model 2 (finishes Thu 02:06 -- 396/h)
20240912-00:19:18 nb_generated 759 model 6 (finishes Thu 02:02 -- 406/h)
20240912-00:19:25 nb_generated 710 model 9 (finishes Thu 02:05 -- 398/h)
20240912-00:19:26 nb_generated 759 model 7 (finishes Thu 02:02 -- 405/h)
20240912-00:19:30 nb_generated 710 model 5 (finishes Thu 02:05 -- 398/h)
20240912-00:19:34 nb_generated 761 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:19:37 nb_generated 712 model 1 (finishes Thu 02:05 -- 398/h)
20240912-00:19:47 nb_generated 715 model 2 (finishes Thu 02:05 -- 398/h)
20240912-00:19:49 nb_generated 762 model 0 (finishes Thu 02:02 -- 404/h)
20240912-00:19:54 nb_generated 716 model 1 (finishes Thu 02:05 -- 398/h)
20240912-00:19:58 nb_generated 765 model 3 (finishes Thu 02:02 -- 405/h)
20240912-00:20:06 nb_generated 718 model 4 (finishes Thu 02:05 -- 398/h)
20240912-00:20:07 nb_generated 766 model 2 (finishes Thu 02:02 -- 405/h)
20240912-00:20:14 nb_generated 722 model 6 (finishes Thu 02:05 -- 399/h)
20240912-00:20:17 nb_generated 766 model 7 (finishes Thu 02:02 -- 404/h)
20240912-00:20:24 nb_generated 725 model 8 (finishes Thu 02:04 -- 400/h)
20240912-00:20:27 nb_generated 766 model 4 (finishes Thu 02:03 -- 404/h)
20240912-00:20:31 nb_generated 728 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:20:37 nb_generated 767 model 8 (finishes Thu 02:03 -- 403/h)
20240912-00:20:45 nb_generated 768 model 4 (finishes Thu 02:03 -- 404/h)
20240912-00:20:48 nb_generated 730 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:20:53 nb_generated 731 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:20:54 nb_generated 771 model 6 (finishes Thu 02:03 -- 404/h)
20240912-00:21:00 nb_generated 773 model 2 (finishes Thu 02:02 -- 405/h)
20240912-00:21:06 nb_generated 732 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:21:11 nb_generated 773 model 9 (finishes Thu 02:03 -- 404/h)
20240912-00:21:14 nb_generated 733 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:21:17 nb_generated 774 model 2 (finishes Thu 02:02 -- 405/h)
20240912-00:21:22 nb_generated 733 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:21:24 nb_generated 775 model 7 (finishes Thu 02:02 -- 405/h)
20240912-00:21:30 nb_generated 733 model 0 (finishes Thu 02:05 -- 400/h)
20240912-00:21:31 nb_generated 776 model 4 (finishes Thu 02:03 -- 404/h)
20240912-00:21:38 nb_generated 737 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:21:45 nb_generated 737 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:21:45 nb_generated 779 model 9 (finishes Thu 02:02 -- 404/h)
20240912-00:21:55 nb_generated 739 model 1 (finishes Thu 02:04 -- 402/h)
20240912-00:22:03 nb_generated 780 model 6 (finishes Thu 02:03 -- 404/h)
20240912-00:22:05 nb_generated 742 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:22:12 nb_generated 743 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:22:16 nb_generated 781 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:22:23 nb_generated 744 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:22:26 nb_generated 782 model 8 (finishes Thu 02:03 -- 403/h)
20240912-00:22:31 nb_generated 745 model 5 (finishes Thu 02:03 -- 402/h)
20240912-00:22:36 nb_generated 782 model 2 (finishes Thu 02:03 -- 402/h)
20240912-00:22:41 nb_generated 747 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:22:48 nb_generated 784 model 8 (finishes Thu 02:04 -- 402/h)
20240912-00:22:54 nb_generated 784 model 5 (finishes Thu 02:04 -- 401/h)
20240912-00:23:01 nb_generated 750 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:23:02 nb_generated 787 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:23:10 nb_generated 789 model 0 (finishes Thu 02:03 -- 403/h)
20240912-00:23:15 nb_generated 750 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:23:22 nb_generated 790 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:23:25 nb_generated 755 model 9 (finishes Thu 02:03 -- 402/h)
20240912-00:23:28 nb_generated 792 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:23:32 nb_generated 756 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:23:41 nb_generated 794 model 4 (finishes Thu 02:03 -- 403/h)
20240912-00:23:41 nb_generated 759 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:23:57 nb_generated 760 model 9 (finishes Thu 02:04 -- 402/h)
20240912-00:24:06 nb_generated 797 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:24:09 nb_generated 761 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:24:16 nb_generated 797 model 4 (finishes Thu 02:03 -- 402/h)
20240912-00:24:21 nb_generated 763 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:24:26 nb_generated 799 model 3 (finishes Thu 02:03 -- 402/h)
20240912-00:24:32 nb_generated 767 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:24:36 nb_generated 800 model 1 (finishes Thu 02:04 -- 402/h)
20240912-00:24:42 nb_generated 769 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:24:45 nb_generated 801 model 2 (finishes Thu 02:03 -- 402/h)
20240912-00:24:53 nb_generated 769 model 9 (finishes Thu 02:03 -- 402/h)
20240912-00:24:56 nb_generated 804 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:25:03 nb_generated 806 model 7 (finishes Thu 02:03 -- 402/h)
20240912-00:25:05 nb_generated 771 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:25:09 nb_generated 807 model 7 (finishes Thu 02:03 -- 402/h)
20240912-00:25:12 nb_generated 772 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:25:18 nb_generated 807 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:25:24 nb_generated 774 model 0 (finishes Thu 02:03 -- 403/h)
20240912-00:25:24 nb_generated 807 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:25:31 nb_generated 774 model 8 (finishes Thu 02:04 -- 402/h)
20240912-00:25:36 nb_generated 808 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:25:39 nb_generated 774 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:25:42 nb_generated 810 model 3 (finishes Thu 02:04 -- 401/h)
20240912-00:25:45 nb_generated 775 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:25:52 nb_generated 811 model 3 (finishes Thu 02:04 -- 401/h)
20240912-00:25:53 nb_generated 776 model 5 (finishes Thu 02:04 -- 401/h)
20240912-00:26:00 nb_generated 778 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:26:02 nb_generated 812 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:26:10 nb_generated 782 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:26:12 nb_generated 817 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:26:19 nb_generated 783 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:26:23 nb_generated 819 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:26:27 nb_generated 783 model 7 (finishes Thu 02:03 -- 403/h)
20240912-00:26:34 nb_generated 786 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:26:39 nb_generated 821 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:26:44 nb_generated 787 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:26:45 nb_generated 821 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:26:56 nb_generated 788 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:26:57 nb_generated 822 model 8 (finishes Thu 02:04 -- 400/h)
20240912-00:27:06 nb_generated 824 model 1 (finishes Thu 02:05 -- 400/h)
20240912-00:27:09 nb_generated 790 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:27:14 nb_generated 826 model 4 (finishes Thu 02:04 -- 400/h)
20240912-00:27:14 nb_generated 792 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:27:21 nb_generated 827 model 5 (finishes Thu 02:04 -- 401/h)
20240912-00:27:24 nb_generated 792 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:27:29 nb_generated 828 model 6 (finishes Thu 02:05 -- 400/h)
20240912-00:27:35 nb_generated 795 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:27:36 nb_generated 829 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:27:42 nb_generated 795 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:27:48 nb_generated 829 model 0 (finishes Thu 02:05 -- 399/h)
20240912-00:27:51 nb_generated 798 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:27:56 nb_generated 830 model 2 (finishes Thu 02:05 -- 399/h)
20240912-00:28:00 nb_generated 801 model 2 (finishes Thu 02:03 -- 404/h)
20240912-00:28:05 nb_generated 833 model 4 (finishes Thu 02:05 -- 400/h)
20240912-00:28:13 nb_generated 801 model 1 (finishes Thu 02:03 -- 403/h)
20240912-00:28:15 nb_generated 835 model 2 (finishes Thu 02:05 -- 399/h)
20240912-00:28:20 nb_generated 802 model 7 (finishes Thu 02:03 -- 403/h)
20240912-00:28:25 nb_generated 803 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:28:27 nb_generated 837 model 8 (finishes Thu 02:05 -- 400/h)
20240912-00:28:36 nb_generated 805 model 9 (finishes Thu 02:03 -- 404/h)
20240912-00:28:36 nb_generated 838 model 4 (finishes Thu 02:05 -- 399/h)
20240912-00:28:44 nb_generated 807 model 4 (finishes Thu 02:03 -- 404/h)
20240912-00:28:46 nb_generated 840 model 4 (finishes Thu 02:05 -- 399/h)
20240912-00:28:53 nb_generated 808 model 5 (finishes Thu 02:03 -- 404/h)
20240912-00:28:56 nb_generated 842 model 8 (finishes Thu 02:05 -- 399/h)
20240912-00:29:01 nb_generated 811 model 1 (finishes Thu 02:03 -- 404/h)
20240912-00:29:06 nb_generated 844 model 3 (finishes Thu 02:05 -- 399/h)
20240912-00:29:09 nb_generated 814 model 5 (finishes Thu 02:02 -- 405/h)
20240912-00:29:14 nb_generated 816 model 3 (finishes Thu 02:02 -- 405/h)
20240912-00:29:19 nb_generated 846 model 0 (finishes Thu 02:05 -- 400/h)
20240912-00:29:22 nb_generated 819 model 8 (finishes Thu 02:01 -- 407/h)
20240912-00:29:26 nb_generated 847 model 8 (finishes Thu 02:05 -- 399/h)
20240912-00:29:28 nb_generated 821 model 4 (finishes Thu 02:01 -- 408/h)
20240912-00:29:35 nb_generated 847 model 7 (finishes Thu 02:05 -- 399/h)
20240912-00:29:39 nb_generated 823 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:29:44 nb_generated 848 model 4 (finishes Thu 02:05 -- 399/h)
20240912-00:29:51 nb_generated 824 model 0 (finishes Thu 02:01 -- 408/h)
20240912-00:29:52 nb_generated 851 model 2 (finishes Thu 02:05 -- 399/h)
20240912-00:29:58 nb_generated 825 model 5 (finishes Thu 02:01 -- 408/h)
20240912-00:30:00 nb_generated 851 model 3 (finishes Thu 02:05 -- 398/h)
20240912-00:30:08 nb_generated 851 model 7 (finishes Thu 02:06 -- 398/h)
20240912-00:30:08 nb_generated 826 model 9 (finishes Thu 02:01 -- 407/h)
20240912-00:30:15 nb_generated 827 model 8 (finishes Thu 02:01 -- 407/h)
20240912-00:30:16 nb_generated 853 model 6 (finishes Thu 02:06 -- 398/h)
20240912-00:30:23 nb_generated 855 model 3 (finishes Thu 02:06 -- 398/h)
20240912-00:30:23 nb_generated 827 model 4 (finishes Thu 02:02 -- 406/h)
20240912-00:30:29 nb_generated 829 model 8 (finishes Thu 02:02 -- 406/h)
20240912-00:30:31 nb_generated 855 model 3 (finishes Thu 02:06 -- 397/h)
20240912-00:30:38 nb_generated 833 model 3 (finishes Thu 02:01 -- 407/h)
20240912-00:30:38 nb_generated 857 model 1 (finishes Thu 02:06 -- 397/h)
20240912-00:30:48 nb_generated 834 model 8 (finishes Thu 02:01 -- 407/h)
20240912-00:30:49 nb_generated 858 model 1 (finishes Thu 02:06 -- 397/h)
20240912-00:30:54 nb_generated 836 model 3 (finishes Thu 02:01 -- 407/h)
20240912-00:31:00 nb_generated 836 model 8 (finishes Thu 02:01 -- 407/h)
20240912-00:31:03 nb_generated 858 model 7 (finishes Thu 02:06 -- 396/h)
20240912-00:31:07 nb_generated 838 model 3 (finishes Thu 02:01 -- 407/h)
20240912-00:31:15 nb_generated 838 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:31:16 nb_generated 860 model 3 (finishes Thu 02:06 -- 397/h)
20240912-00:31:22 nb_generated 861 model 5 (finishes Thu 02:06 -- 397/h)
20240912-00:31:23 nb_generated 840 model 4 (finishes Thu 02:02 -- 406/h)
20240912-00:31:30 nb_generated 863 model 0 (finishes Thu 02:06 -- 398/h)
20240912-00:31:31 nb_generated 840 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:31:41 nb_generated 841 model 8 (finishes Thu 02:02 -- 406/h)
20240912-00:31:44 nb_generated 863 model 4 (finishes Thu 02:06 -- 397/h)
20240912-00:31:50 nb_generated 842 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:31:51 nb_generated 864 model 3 (finishes Thu 02:06 -- 397/h)
20240912-00:31:58 nb_generated 866 model 1 (finishes Thu 02:06 -- 397/h)
20240912-00:31:59 nb_generated 842 model 2 (finishes Thu 02:02 -- 405/h)
20240912-00:32:05 nb_generated 866 model 4 (finishes Thu 02:06 -- 397/h)
20240912-00:32:07 nb_generated 844 model 8 (finishes Thu 02:02 -- 406/h)
20240912-00:32:14 nb_generated 845 model 7 (finishes Thu 02:02 -- 406/h)
20240912-00:32:19 nb_generated 868 model 9 (finishes Thu 02:06 -- 397/h)
20240912-00:32:21 nb_generated 847 model 1 (finishes Thu 02:02 -- 406/h)
20240912-00:32:33 nb_generated 851 model 3 (finishes Thu 02:01 -- 407/h)
20240912-00:32:36 nb_generated 872 model 9 (finishes Thu 02:05 -- 398/h)
20240912-00:32:44 nb_generated 853 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:32:47 nb_generated 874 model 3 (finishes Thu 02:05 -- 398/h)
20240912-00:32:52 nb_generated 855 model 9 (finishes Thu 02:01 -- 408/h)
20240912-00:32:55 nb_generated 875 model 5 (finishes Thu 02:06 -- 398/h)
20240912-00:33:02 nb_generated 856 model 0 (finishes Thu 02:01 -- 408/h)
20240912-00:33:03 nb_generated 877 model 3 (finishes Thu 02:05 -- 399/h)
20240912-00:33:10 nb_generated 880 model 6 (finishes Thu 02:05 -- 399/h)
20240912-00:33:10 nb_generated 858 model 3 (finishes Thu 02:01 -- 409/h)
20240912-00:33:20 nb_generated 860 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:33:21 nb_generated 880 model 6 (finishes Thu 02:05 -- 399/h)
20240912-00:33:29 nb_generated 861 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:33:31 nb_generated 880 model 0 (finishes Thu 02:06 -- 398/h)
20240912-00:33:40 nb_generated 861 model 4 (finishes Thu 02:01 -- 408/h)
20240912-00:33:41 nb_generated 885 model 5 (finishes Thu 02:05 -- 400/h)
20240912-00:33:47 nb_generated 861 model 7 (finishes Thu 02:01 -- 408/h)
20240912-00:33:48 nb_generated 887 model 3 (finishes Thu 02:05 -- 400/h)
20240912-00:33:54 nb_generated 862 model 6 (finishes Thu 02:01 -- 408/h)
20240912-00:33:58 nb_generated 888 model 0 (finishes Thu 02:05 -- 399/h)
20240912-00:34:02 nb_generated 864 model 5 (finishes Thu 02:01 -- 408/h)
20240912-00:34:09 nb_generated 865 model 3 (finishes Thu 02:01 -- 408/h)
20240912-00:34:11 nb_generated 888 model 9 (finishes Thu 02:05 -- 398/h)
20240912-00:34:16 nb_generated 866 model 8 (finishes Thu 02:01 -- 408/h)
20240912-00:34:20 nb_generated 891 model 0 (finishes Thu 02:05 -- 399/h)
20240912-00:34:28 nb_generated 869 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:34:31 nb_generated 891 model 3 (finishes Thu 02:05 -- 398/h)
20240912-00:34:38 nb_generated 893 model 6 (finishes Thu 02:05 -- 399/h)
20240912-00:34:41 nb_generated 870 model 6 (finishes Thu 02:00 -- 409/h)
20240912-00:34:50 nb_generated 894 model 8 (finishes Thu 02:05 -- 398/h)
20240912-00:34:53 nb_generated 871 model 0 (finishes Thu 02:00 -- 409/h)
20240912-00:35:03 nb_generated 895 model 9 (finishes Thu 02:06 -- 398/h)
20240912-00:35:06 nb_generated 872 model 9 (finishes Thu 02:01 -- 409/h)
20240912-00:35:12 nb_generated 873 model 4 (finishes Thu 02:00 -- 409/h)
20240912-00:35:14 nb_generated 896 model 4 (finishes Thu 02:06 -- 398/h)
20240912-00:35:19 nb_generated 875 model 7 (finishes Thu 02:00 -- 410/h)
20240912-00:35:20 nb_generated 897 model 5 (finishes Thu 02:06 -- 398/h)
20240912-00:35:26 nb_generated 876 model 3 (finishes Thu 02:00 -- 410/h)
20240912-00:35:27 nb_generated 897 model 1 (finishes Thu 02:06 -- 397/h)
20240912-00:35:33 nb_generated 878 model 1 (finishes Thu 02:00 -- 410/h)
20240912-00:35:35 nb_generated 897 model 5 (finishes Thu 02:06 -- 397/h)
20240912-00:35:40 nb_generated 881 model 3 (finishes Thu 01:59 -- 411/h)
20240912-00:35:44 nb_generated 897 model 0 (finishes Thu 02:06 -- 396/h)
20240912-00:35:49 nb_generated 883 model 2 (finishes Thu 01:59 -- 411/h)
20240912-00:35:50 nb_generated 898 model 5 (finishes Thu 02:06 -- 396/h)
20240912-00:35:55 nb_generated 899 model 3 (finishes Thu 02:06 -- 396/h)
20240912-00:35:56 nb_generated 886 model 7 (finishes Thu 01:59 -- 413/h)
20240912-00:36:01 nb_generated 902 model 2 (finishes Thu 02:06 -- 397/h)
20240912-00:36:03 nb_generated 886 model 7 (finishes Thu 01:59 -- 412/h)
20240912-00:36:08 nb_generated 904 model 7 (finishes Thu 02:05 -- 398/h)
20240912-00:36:10 nb_generated 889 model 3 (finishes Thu 01:59 -- 413/h)
20240912-00:36:15 nb_generated 906 model 1 (finishes Thu 02:05 -- 399/h)
20240912-00:36:18 nb_generated 890 model 0 (finishes Thu 01:59 -- 412/h)
20240912-00:36:21 nb_generated 906 model 4 (finishes Thu 02:05 -- 399/h)
20240912-00:36:27 nb_generated 893 model 6 (finishes Thu 01:58 -- 413/h)
20240912-00:36:29 nb_generated 909 model 6 (finishes Thu 02:05 -- 400/h)
20240912-00:36:37 nb_generated 894 model 9 (finishes Thu 01:58 -- 413/h)
20240912-00:36:37 nb_generated 913 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:36:45 nb_generated 916 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:36:47 nb_generated 895 model 8 (finishes Thu 01:59 -- 413/h)
20240912-00:36:55 nb_generated 896 model 1 (finishes Thu 01:59 -- 413/h)
20240912-00:37:04 nb_generated 918 model 9 (finishes Thu 02:04 -- 402/h)
20240912-00:37:05 nb_generated 897 model 2 (finishes Thu 01:59 -- 413/h)
20240912-00:37:16 nb_generated 898 model 9 (finishes Thu 01:59 -- 412/h)
20240912-00:37:16 nb_generated 918 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:37:26 nb_generated 920 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:37:28 nb_generated 898 model 2 (finishes Thu 01:59 -- 412/h)
20240912-00:37:34 nb_generated 921 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:37:40 nb_generated 899 model 3 (finishes Thu 01:59 -- 411/h)
20240912-00:37:45 nb_generated 921 model 8 (finishes Thu 02:04 -- 400/h)
20240912-00:37:49 nb_generated 902 model 1 (finishes Thu 01:59 -- 412/h)
20240912-00:37:53 nb_generated 923 model 2 (finishes Thu 02:04 -- 400/h)
20240912-00:37:58 nb_generated 902 model 7 (finishes Thu 01:59 -- 411/h)
20240912-00:38:01 nb_generated 925 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:38:04 nb_generated 903 model 1 (finishes Thu 01:59 -- 412/h)
20240912-00:38:10 nb_generated 904 model 7 (finishes Thu 01:59 -- 412/h)
20240912-00:38:11 nb_generated 925 model 6 (finishes Thu 02:04 -- 400/h)
20240912-00:38:16 nb_generated 904 model 7 (finishes Thu 01:59 -- 411/h)
20240912-00:38:16 nb_generated 926 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:38:22 nb_generated 927 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:38:25 nb_generated 904 model 2 (finishes Thu 02:00 -- 411/h)
20240912-00:38:29 nb_generated 929 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:38:34 nb_generated 905 model 8 (finishes Thu 02:00 -- 411/h)
20240912-00:38:41 nb_generated 930 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:38:41 nb_generated 905 model 5 (finishes Thu 02:00 -- 410/h)
20240912-00:38:47 nb_generated 930 model 4 (finishes Thu 02:04 -- 400/h)
20240912-00:38:54 nb_generated 908 model 9 (finishes Thu 01:59 -- 411/h)
20240912-00:38:59 nb_generated 931 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:39:03 nb_generated 909 model 6 (finishes Thu 01:59 -- 411/h)
20240912-00:39:07 nb_generated 933 model 4 (finishes Thu 02:04 -- 401/h)
20240912-00:39:12 nb_generated 911 model 6 (finishes Thu 02:00 -- 410/h)
20240912-00:39:14 nb_generated 935 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:39:20 nb_generated 915 model 8 (finishes Thu 01:59 -- 412/h)
20240912-00:39:21 nb_generated 937 model 7 (finishes Thu 02:03 -- 402/h)
20240912-00:39:27 nb_generated 939 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:39:34 nb_generated 917 model 6 (finishes Thu 01:59 -- 412/h)
20240912-00:39:36 nb_generated 939 model 7 (finishes Thu 02:03 -- 402/h)
20240912-00:39:42 nb_generated 920 model 0 (finishes Thu 01:59 -- 413/h)
20240912-00:39:42 nb_generated 940 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:39:48 nb_generated 940 model 7 (finishes Thu 02:03 -- 402/h)
20240912-00:39:50 nb_generated 921 model 2 (finishes Thu 01:59 -- 413/h)
20240912-00:39:54 nb_generated 940 model 7 (finishes Thu 02:04 -- 402/h)
20240912-00:40:00 nb_generated 922 model 9 (finishes Thu 01:59 -- 413/h)
20240912-00:40:06 nb_generated 943 model 3 (finishes Thu 02:03 -- 402/h)
20240912-00:40:08 nb_generated 923 model 0 (finishes Thu 01:59 -- 413/h)
20240912-00:40:14 nb_generated 944 model 0 (finishes Thu 02:03 -- 402/h)
20240912-00:40:18 nb_generated 923 model 8 (finishes Thu 01:59 -- 412/h)
20240912-00:40:26 nb_generated 944 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:40:28 nb_generated 925 model 2 (finishes Thu 01:59 -- 412/h)
20240912-00:40:37 nb_generated 925 model 7 (finishes Thu 01:59 -- 412/h)
20240912-00:40:38 nb_generated 946 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:40:44 nb_generated 927 model 5 (finishes Thu 01:59 -- 412/h)
20240912-00:40:48 nb_generated 947 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:40:52 nb_generated 929 model 2 (finishes Thu 01:59 -- 413/h)
20240912-00:40:54 nb_generated 947 model 6 (finishes Thu 02:04 -- 400/h)
20240912-00:40:59 nb_generated 931 model 3 (finishes Thu 01:59 -- 413/h)
20240912-00:41:00 nb_generated 948 model 3 (finishes Thu 02:04 -- 400/h)
20240912-00:41:10 nb_generated 932 model 8 (finishes Thu 01:59 -- 413/h)
20240912-00:41:12 nb_generated 950 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:41:19 nb_generated 932 model 3 (finishes Thu 01:59 -- 412/h)
20240912-00:41:20 nb_generated 952 model 4 (finishes Thu 02:04 -- 401/h)
20240912-00:41:26 nb_generated 932 model 7 (finishes Thu 01:59 -- 411/h)
20240912-00:41:33 nb_generated 952 model 1 (finishes Thu 02:04 -- 400/h)
20240912-00:41:33 nb_generated 932 model 7 (finishes Thu 02:00 -- 411/h)
20240912-00:41:41 nb_generated 934 model 8 (finishes Thu 01:59 -- 412/h)
20240912-00:41:42 nb_generated 954 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:41:52 nb_generated 958 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:41:53 nb_generated 934 model 0 (finishes Thu 02:00 -- 411/h)
20240912-00:42:03 nb_generated 959 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:42:03 nb_generated 934 model 1 (finishes Thu 02:00 -- 410/h)
20240912-00:42:14 nb_generated 935 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:42:14 nb_generated 961 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:42:19 nb_generated 963 model 3 (finishes Thu 02:03 -- 402/h)
20240912-00:42:21 nb_generated 936 model 2 (finishes Thu 02:00 -- 410/h)
20240912-00:42:26 nb_generated 965 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:42:33 nb_generated 966 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:42:34 nb_generated 937 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:42:40 nb_generated 938 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:42:42 nb_generated 966 model 0 (finishes Thu 02:03 -- 402/h)
20240912-00:42:47 nb_generated 938 model 1 (finishes Thu 02:00 -- 409/h)
20240912-00:42:52 nb_generated 939 model 2 (finishes Thu 02:00 -- 409/h)
20240912-00:42:54 nb_generated 968 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:42:59 nb_generated 969 model 1 (finishes Thu 02:03 -- 403/h)
20240912-00:43:06 nb_generated 942 model 5 (finishes Thu 02:00 -- 410/h)
20240912-00:43:08 nb_generated 969 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:43:13 nb_generated 969 model 6 (finishes Thu 02:03 -- 402/h)
20240912-00:43:17 nb_generated 942 model 0 (finishes Thu 02:00 -- 409/h)
20240912-00:43:20 nb_generated 970 model 5 (finishes Thu 02:03 -- 402/h)
20240912-00:43:24 nb_generated 942 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:43:32 nb_generated 971 model 9 (finishes Thu 02:04 -- 402/h)
20240912-00:43:35 nb_generated 943 model 6 (finishes Thu 02:00 -- 409/h)
20240912-00:43:40 nb_generated 972 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:43:44 nb_generated 947 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:43:50 nb_generated 973 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:43:53 nb_generated 950 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:43:59 nb_generated 950 model 6 (finishes Thu 02:00 -- 409/h)
20240912-00:44:06 nb_generated 976 model 9 (finishes Thu 02:03 -- 402/h)
20240912-00:44:08 nb_generated 955 model 6 (finishes Thu 01:59 -- 411/h)
20240912-00:44:14 nb_generated 977 model 2 (finishes Thu 02:03 -- 402/h)
20240912-00:44:16 nb_generated 957 model 7 (finishes Thu 02:00 -- 411/h)
20240912-00:44:22 nb_generated 959 model 3 (finishes Thu 02:00 -- 411/h)
20240912-00:44:24 nb_generated 977 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:44:30 nb_generated 961 model 3 (finishes Thu 02:00 -- 411/h)
20240912-00:44:39 nb_generated 962 model 8 (finishes Thu 02:00 -- 410/h)
20240912-00:44:40 nb_generated 983 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:44:48 nb_generated 983 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:44:49 nb_generated 962 model 1 (finishes Thu 02:00 -- 410/h)
20240912-00:44:54 nb_generated 983 model 1 (finishes Thu 02:04 -- 402/h)
20240912-00:44:58 nb_generated 964 model 3 (finishes Thu 02:00 -- 410/h)
20240912-00:45:03 nb_generated 985 model 5 (finishes Thu 02:03 -- 403/h)
20240912-00:45:05 nb_generated 964 model 2 (finishes Thu 02:00 -- 410/h)
20240912-00:45:10 nb_generated 987 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:45:16 nb_generated 966 model 9 (finishes Thu 02:00 -- 410/h)
20240912-00:45:17 nb_generated 988 model 4 (finishes Thu 02:03 -- 403/h)
20240912-00:45:26 nb_generated 969 model 8 (finishes Thu 02:00 -- 411/h)
20240912-00:45:28 nb_generated 991 model 4 (finishes Thu 02:03 -- 404/h)
20240912-00:45:32 nb_generated 971 model 5 (finishes Thu 02:00 -- 411/h)
20240912-00:45:37 nb_generated 994 model 7 (finishes Thu 02:02 -- 404/h)
20240912-00:45:43 nb_generated 994 model 7 (finishes Thu 02:03 -- 404/h)
20240912-00:45:48 nb_generated 972 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:45:55 nb_generated 994 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:46:01 nb_generated 994 model 1 (finishes Thu 02:03 -- 403/h)
20240912-00:46:03 nb_generated 975 model 9 (finishes Thu 02:00 -- 411/h)
20240912-00:46:08 nb_generated 994 model 0 (finishes Thu 02:03 -- 402/h)
20240912-00:46:09 nb_generated 977 model 5 (finishes Thu 01:59 -- 411/h)
20240912-00:46:15 nb_generated 996 model 7 (finishes Thu 02:03 -- 403/h)
20240912-00:46:20 nb_generated 977 model 5 (finishes Thu 02:00 -- 411/h)
20240912-00:46:26 nb_generated 998 model 9 (finishes Thu 02:03 -- 404/h)
20240912-00:46:27 nb_generated 977 model 7 (finishes Thu 02:00 -- 410/h)
20240912-00:46:37 nb_generated 999 model 8 (finishes Thu 02:03 -- 403/h)
20240912-00:46:38 nb_generated 977 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:46:44 nb_generated 999 model 6 (finishes Thu 02:03 -- 403/h)
20240912-00:46:47 nb_generated 978 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:46:57 nb_generated 981 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:46:58 nb_generated 1000 model 9 (finishes Thu 02:03 -- 403/h)
20240912-00:47:05 nb_generated 983 model 3 (finishes Thu 02:00 -- 410/h)
20240912-00:47:06 nb_generated 1000 model 6 (finishes Thu 02:04 -- 402/h)
20240912-00:47:11 nb_generated 984 model 7 (finishes Thu 02:00 -- 411/h)
20240912-00:47:18 nb_generated 985 model 3 (finishes Thu 02:00 -- 411/h)
20240912-00:47:22 nb_generated 1002 model 9 (finishes Thu 02:03 -- 402/h)
20240912-00:47:24 nb_generated 985 model 3 (finishes Thu 02:00 -- 410/h)
20240912-00:47:28 nb_generated 1003 model 4 (finishes Thu 02:03 -- 402/h)
20240912-00:47:36 nb_generated 1004 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:47:36 nb_generated 987 model 6 (finishes Thu 02:00 -- 410/h)
20240912-00:47:46 nb_generated 1005 model 9 (finishes Thu 02:03 -- 402/h)
20240912-00:47:50 nb_generated 990 model 0 (finishes Thu 02:00 -- 410/h)
20240912-00:47:53 nb_generated 1005 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:47:58 nb_generated 990 model 1 (finishes Thu 02:00 -- 409/h)
20240912-00:48:02 nb_generated 1005 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:48:09 nb_generated 1005 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:48:10 nb_generated 990 model 6 (finishes Thu 02:01 -- 409/h)
20240912-00:48:16 nb_generated 992 model 7 (finishes Thu 02:00 -- 409/h)
20240912-00:48:17 nb_generated 1005 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:48:27 nb_generated 993 model 2 (finishes Thu 02:00 -- 409/h)
20240912-00:48:28 nb_generated 1007 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:48:33 nb_generated 994 model 7 (finishes Thu 02:00 -- 409/h)
20240912-00:48:36 nb_generated 1007 model 3 (finishes Thu 02:04 -- 400/h)
20240912-00:48:40 nb_generated 996 model 3 (finishes Thu 02:00 -- 409/h)
20240912-00:48:49 nb_generated 1010 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:48:51 nb_generated 999 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:48:59 nb_generated 1000 model 7 (finishes Thu 02:00 -- 409/h)
20240912-00:48:59 nb_generated 1014 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:49:06 nb_generated 1014 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:49:07 nb_generated 1001 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:49:13 nb_generated 1004 model 7 (finishes Thu 02:00 -- 410/h)
20240912-00:49:16 nb_generated 1015 model 7 (finishes Thu 02:04 -- 400/h)
20240912-00:49:20 nb_generated 1005 model 1 (finishes Thu 02:00 -- 410/h)
20240912-00:49:24 nb_generated 1015 model 4 (finishes Thu 02:05 -- 400/h)
20240912-00:49:29 nb_generated 1007 model 3 (finishes Thu 02:00 -- 411/h)
20240912-00:49:34 nb_generated 1017 model 9 (finishes Thu 02:04 -- 400/h)
20240912-00:49:40 nb_generated 1010 model 0 (finishes Thu 02:00 -- 411/h)
20240912-00:49:43 nb_generated 1020 model 1 (finishes Thu 02:04 -- 400/h)
20240912-00:49:50 nb_generated 1010 model 9 (finishes Thu 02:00 -- 410/h)
20240912-00:49:52 nb_generated 1020 model 3 (finishes Thu 02:05 -- 400/h)
20240912-00:49:56 nb_generated 1011 model 5 (finishes Thu 02:00 -- 410/h)
20240912-00:50:03 nb_generated 1020 model 9 (finishes Thu 02:05 -- 399/h)
20240912-00:50:06 nb_generated 1011 model 8 (finishes Thu 02:00 -- 409/h)
20240912-00:50:11 nb_generated 1022 model 6 (finishes Thu 02:05 -- 399/h)
20240912-00:50:17 nb_generated 1013 model 1 (finishes Thu 02:00 -- 409/h)
20240912-00:50:21 nb_generated 1022 model 0 (finishes Thu 02:05 -- 399/h)
20240912-00:50:23 nb_generated 1013 model 7 (finishes Thu 02:01 -- 409/h)
20240912-00:50:28 nb_generated 1025 model 5 (finishes Thu 02:05 -- 399/h)
20240912-00:50:31 nb_generated 1016 model 6 (finishes Thu 02:01 -- 409/h)
20240912-00:50:37 nb_generated 1029 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:50:41 nb_generated 1017 model 0 (finishes Thu 02:01 -- 409/h)
20240912-00:50:46 nb_generated 1030 model 2 (finishes Thu 02:04 -- 400/h)
20240912-00:50:53 nb_generated 1020 model 2 (finishes Thu 02:00 -- 409/h)
20240912-00:50:57 nb_generated 1035 model 3 (finishes Thu 02:04 -- 401/h)
20240912-00:51:02 nb_generated 1020 model 5 (finishes Thu 02:01 -- 408/h)
20240912-00:51:09 nb_generated 1038 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:51:14 nb_generated 1023 model 9 (finishes Thu 02:01 -- 409/h)
20240912-00:51:17 nb_generated 1039 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:51:20 nb_generated 1023 model 5 (finishes Thu 02:01 -- 408/h)
20240912-00:51:29 nb_generated 1025 model 4 (finishes Thu 02:01 -- 408/h)
20240912-00:51:30 nb_generated 1039 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:51:36 nb_generated 1025 model 7 (finishes Thu 02:01 -- 408/h)
20240912-00:51:40 nb_generated 1042 model 9 (finishes Thu 02:04 -- 402/h)
20240912-00:51:47 nb_generated 1044 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:51:48 nb_generated 1027 model 0 (finishes Thu 02:01 -- 408/h)
20240912-00:51:56 nb_generated 1044 model 1 (finishes Thu 02:04 -- 402/h)
20240912-00:51:57 nb_generated 1029 model 4 (finishes Thu 02:01 -- 408/h)
20240912-00:52:06 nb_generated 1030 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:52:09 nb_generated 1045 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:52:17 nb_generated 1046 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:52:17 nb_generated 1033 model 9 (finishes Thu 02:01 -- 409/h)
20240912-00:52:24 nb_generated 1033 model 5 (finishes Thu 02:01 -- 408/h)
20240912-00:52:29 nb_generated 1049 model 5 (finishes Thu 02:04 -- 402/h)
20240912-00:52:33 nb_generated 1034 model 6 (finishes Thu 02:01 -- 408/h)
20240912-00:52:37 nb_generated 1050 model 3 (finishes Thu 02:03 -- 402/h)
20240912-00:52:43 nb_generated 1035 model 2 (finishes Thu 02:01 -- 408/h)
20240912-00:52:45 nb_generated 1051 model 0 (finishes Thu 02:04 -- 402/h)
20240912-00:52:51 nb_generated 1052 model 7 (finishes Thu 02:04 -- 402/h)
20240912-00:52:55 nb_generated 1036 model 9 (finishes Thu 02:01 -- 407/h)
20240912-00:53:00 nb_generated 1052 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:53:02 nb_generated 1036 model 1 (finishes Thu 02:01 -- 407/h)
20240912-00:53:07 nb_generated 1053 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:53:13 nb_generated 1037 model 6 (finishes Thu 02:01 -- 407/h)
20240912-00:53:16 nb_generated 1053 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:53:22 nb_generated 1037 model 0 (finishes Thu 02:02 -- 406/h)
20240912-00:53:26 nb_generated 1055 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:53:29 nb_generated 1038 model 1 (finishes Thu 02:02 -- 406/h)
20240912-00:53:38 nb_generated 1055 model 9 (finishes Thu 02:04 -- 400/h)
20240912-00:53:39 nb_generated 1038 model 4 (finishes Thu 02:02 -- 406/h)
20240912-00:53:46 nb_generated 1057 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:53:50 nb_generated 1038 model 0 (finishes Thu 02:02 -- 405/h)
20240912-00:53:53 nb_generated 1059 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:53:59 nb_generated 1060 model 2 (finishes Thu 02:04 -- 402/h)
20240912-00:53:59 nb_generated 1039 model 1 (finishes Thu 02:02 -- 405/h)
20240912-00:54:05 nb_generated 1040 model 3 (finishes Thu 02:02 -- 405/h)
20240912-00:54:11 nb_generated 1060 model 9 (finishes Thu 02:04 -- 401/h)
20240912-00:54:12 nb_generated 1040 model 1 (finishes Thu 02:02 -- 404/h)
20240912-00:54:20 nb_generated 1060 model 4 (finishes Thu 02:04 -- 400/h)
20240912-00:54:29 nb_generated 1042 model 9 (finishes Thu 02:03 -- 404/h)
20240912-00:54:34 nb_generated 1063 model 2 (finishes Thu 02:04 -- 400/h)
20240912-00:54:36 nb_generated 1042 model 2 (finishes Thu 02:03 -- 404/h)
20240912-00:54:43 nb_generated 1042 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:54:46 nb_generated 1064 model 9 (finishes Thu 02:05 -- 400/h)
20240912-00:54:53 nb_generated 1045 model 0 (finishes Thu 02:03 -- 404/h)
20240912-00:54:56 nb_generated 1065 model 4 (finishes Thu 02:05 -- 399/h)
20240912-00:55:01 nb_generated 1045 model 1 (finishes Thu 02:03 -- 403/h)
20240912-00:55:08 nb_generated 1068 model 9 (finishes Thu 02:04 -- 400/h)
20240912-00:55:10 nb_generated 1045 model 7 (finishes Thu 02:03 -- 403/h)
20240912-00:55:17 nb_generated 1049 model 5 (finishes Thu 02:03 -- 404/h)
20240912-00:55:19 nb_generated 1069 model 9 (finishes Thu 02:04 -- 400/h)
20240912-00:55:26 nb_generated 1072 model 5 (finishes Thu 02:04 -- 401/h)
20240912-00:55:27 nb_generated 1049 model 3 (finishes Thu 02:03 -- 403/h)
20240912-00:55:33 nb_generated 1075 model 1 (finishes Thu 02:04 -- 401/h)
20240912-00:55:36 nb_generated 1050 model 0 (finishes Thu 02:03 -- 403/h)
20240912-00:55:42 nb_generated 1050 model 8 (finishes Thu 02:03 -- 402/h)
20240912-00:55:44 nb_generated 1077 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:55:52 nb_generated 1052 model 1 (finishes Thu 02:03 -- 402/h)
20240912-00:55:54 nb_generated 1077 model 6 (finishes Thu 02:04 -- 401/h)
20240912-00:56:00 nb_generated 1078 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:56:04 nb_generated 1055 model 2 (finishes Thu 02:03 -- 403/h)
20240912-00:56:11 nb_generated 1079 model 0 (finishes Thu 02:04 -- 400/h)
20240912-00:56:16 nb_generated 1058 model 2 (finishes Thu 02:03 -- 404/h)
20240912-00:56:18 nb_generated 1079 model 2 (finishes Thu 02:05 -- 400/h)
20240912-00:56:24 nb_generated 1060 model 5 (finishes Thu 02:02 -- 404/h)
20240912-00:56:27 nb_generated 1081 model 6 (finishes Thu 02:05 -- 400/h)
20240912-00:56:34 nb_generated 1085 model 2 (finishes Thu 02:04 -- 401/h)
20240912-00:56:36 nb_generated 1063 model 8 (finishes Thu 02:02 -- 405/h)
20240912-00:56:44 nb_generated 1064 model 0 (finishes Thu 02:02 -- 404/h)
20240912-00:56:47 nb_generated 1086 model 0 (finishes Thu 02:04 -- 401/h)
20240912-00:56:52 nb_generated 1066 model 7 (finishes Thu 02:02 -- 405/h)
20240912-00:56:53 nb_generated 1086 model 7 (finishes Thu 02:04 -- 400/h)
20240912-00:57:00 nb_generated 1089 model 8 (finishes Thu 02:04 -- 401/h)
20240912-00:57:03 nb_generated 1067 model 0 (finishes Thu 02:02 -- 405/h)
20240912-00:57:07 nb_generated 1091 model 1 (finishes Thu 02:04 -- 402/h)
20240912-00:57:13 nb_generated 1068 model 7 (finishes Thu 02:02 -- 405/h)
20240912-00:57:15 nb_generated 1093 model 4 (finishes Thu 02:04 -- 402/h)
20240912-00:57:23 nb_generated 1072 model 9 (finishes Thu 02:02 -- 406/h)
20240912-00:57:24 nb_generated 1093 model 7 (finishes Thu 02:04 -- 401/h)
20240912-00:57:32 nb_generated 1074 model 3 (finishes Thu 02:02 -- 406/h)
20240912-00:57:32 nb_generated 1093 model 4 (finishes Thu 02:04 -- 401/h)
20240912-00:57:39 nb_generated 1075 model 7 (finishes Thu 02:02 -- 406/h)
20240912-00:57:45 nb_generated 1093 model 9 (finishes Thu 02:05 -- 400/h)
20240912-00:57:50 nb_generated 1079 model 3 (finishes Thu 02:01 -- 407/h)
20240912-00:57:52 nb_generated 1093 model 7 (finishes Thu 02:05 -- 400/h)
20240912-00:58:01 nb_generated 1095 model 5 (finishes Thu 02:05 -- 400/h)
20240912-00:58:07 nb_generated 1079 model 9 (finishes Thu 02:02 -- 406/h)
20240912-00:58:13 nb_generated 1095 model 9 (finishes Thu 02:05 -- 399/h)
20240912-00:58:13 nb_generated 1080 model 7 (finishes Thu 02:02 -- 406/h)
20240912-00:58:22 nb_generated 1096 model 0 (finishes Thu 02:05 -- 399/h)
20240912-00:58:26 nb_generated 1081 model 8 (finishes Thu 02:02 -- 406/h)
20240912-00:58:29 nb_generated 1096 model 1 (finishes Thu 02:05 -- 399/h)
20240912-00:58:33 nb_generated 1083 model 7 (finishes Thu 02:01 -- 407/h)
20240912-00:58:38 nb_generated 1096 model 1 (finishes Thu 02:05 -- 398/h)
20240912-00:58:42 nb_generated 1086 model 9 (finishes Thu 02:01 -- 407/h)
20240912-00:58:46 nb_generated 1098 model 3 (finishes Thu 02:05 -- 399/h)
20240912-00:58:50 nb_generated 1088 model 8 (finishes Thu 02:01 -- 408/h)
20240912-00:58:55 nb_generated 1098 model 7 (finishes Thu 02:05 -- 398/h)
20240912-00:59:01 nb_generated 1100 model 3 (finishes Thu 02:05 -- 399/h)
20240912-00:59:02 nb_generated 1088 model 4 (finishes Thu 02:01 -- 407/h)
20240912-00:59:10 nb_generated 1103 model 1 (finishes Thu 02:05 -- 400/h)
20240912-00:59:14 nb_generated 1091 model 4 (finishes Thu 02:01 -- 408/h)
20240912-00:59:18 nb_generated 1105 model 5 (finishes Thu 02:05 -- 399/h)
20240912-00:59:24 nb_generated 1093 model 0 (finishes Thu 02:01 -- 408/h)
20240912-00:59:29 nb_generated 1107 model 9 (finishes Thu 02:05 -- 399/h)
20240912-00:59:31 nb_generated 1094 model 1 (finishes Thu 02:01 -- 408/h)
20240912-00:59:38 nb_generated 1108 model 7 (finishes Thu 02:05 -- 399/h)
20240912-00:59:39 nb_generated 1097 model 5 (finishes Thu 02:00 -- 409/h)
20240912-00:59:46 nb_generated 1097 model 8 (finishes Thu 02:01 -- 409/h)
20240912-00:59:47 nb_generated 1112 model 9 (finishes Thu 02:05 -- 400/h)
20240912-00:59:54 nb_generated 1112 model 2 (finishes Thu 02:05 -- 399/h)
20240912-00:59:59 nb_generated 1100 model 2 (finishes Thu 02:00 -- 409/h)
20240912-01:00:02 nb_generated 1113 model 4 (finishes Thu 02:05 -- 399/h)
20240912-01:00:06 nb_generated 1100 model 1 (finishes Thu 02:01 -- 408/h)
20240912-01:00:09 nb_generated 1113 model 0 (finishes Thu 02:05 -- 398/h)
20240912-01:00:13 nb_generated 1102 model 6 (finishes Thu 02:01 -- 409/h)
20240912-01:00:18 nb_generated 1114 model 8 (finishes Thu 02:05 -- 398/h)
20240912-01:00:19 nb_generated 1103 model 5 (finishes Thu 02:01 -- 409/h)
20240912-01:00:27 nb_generated 1118 model 4 (finishes Thu 02:05 -- 399/h)
20240912-01:00:33 nb_generated 1104 model 5 (finishes Thu 02:01 -- 408/h)
20240912-01:00:40 nb_generated 1119 model 6 (finishes Thu 02:05 -- 399/h)
20240912-01:00:41 nb_generated 1106 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:00:47 nb_generated 1109 model 6 (finishes Thu 02:01 -- 409/h)
20240912-01:00:49 nb_generated 1120 model 8 (finishes Thu 02:05 -- 399/h)
20240912-01:00:55 nb_generated 1123 model 4 (finishes Thu 02:05 -- 400/h)
20240912-01:00:55 nb_generated 1111 model 6 (finishes Thu 02:01 -- 409/h)
20240912-01:01:03 nb_generated 1112 model 7 (finishes Thu 02:01 -- 409/h)
20240912-01:01:04 nb_generated 1126 model 4 (finishes Thu 02:05 -- 400/h)
20240912-01:01:11 nb_generated 1126 model 0 (finishes Thu 02:05 -- 399/h)
20240912-01:01:16 nb_generated 1113 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:01:17 nb_generated 1127 model 3 (finishes Thu 02:05 -- 400/h)
20240912-01:01:24 nb_generated 1114 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:01:27 nb_generated 1128 model 2 (finishes Thu 02:05 -- 399/h)
20240912-01:01:31 nb_generated 1115 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:01:33 nb_generated 1129 model 7 (finishes Thu 02:05 -- 399/h)
20240912-01:01:41 nb_generated 1130 model 2 (finishes Thu 02:05 -- 399/h)
20240912-01:01:48 nb_generated 1116 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:01:49 nb_generated 1131 model 2 (finishes Thu 02:05 -- 399/h)
20240912-01:02:00 nb_generated 1117 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:02:02 nb_generated 1131 model 9 (finishes Thu 02:05 -- 398/h)
20240912-01:02:06 nb_generated 1117 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:02:11 nb_generated 1132 model 9 (finishes Thu 02:05 -- 398/h)
20240912-01:02:12 nb_generated 1118 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:02:18 nb_generated 1133 model 4 (finishes Thu 02:05 -- 398/h)
20240912-01:02:21 nb_generated 1121 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:02:29 nb_generated 1133 model 4 (finishes Thu 02:06 -- 398/h)
20240912-01:02:30 nb_generated 1123 model 1 (finishes Thu 02:01 -- 408/h)
20240912-01:02:38 nb_generated 1134 model 1 (finishes Thu 02:06 -- 398/h)
20240912-01:02:39 nb_generated 1123 model 7 (finishes Thu 02:01 -- 408/h)
20240912-01:02:49 nb_generated 1136 model 9 (finishes Thu 02:05 -- 398/h)
20240912-01:02:55 nb_generated 1136 model 7 (finishes Thu 02:06 -- 398/h)
20240912-01:02:59 nb_generated 1125 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:03:04 nb_generated 1139 model 0 (finishes Thu 02:05 -- 398/h)
20240912-01:03:08 nb_generated 1125 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:03:11 nb_generated 1141 model 5 (finishes Thu 02:05 -- 398/h)
20240912-01:03:15 nb_generated 1126 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:03:25 nb_generated 1126 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:03:26 nb_generated 1142 model 9 (finishes Thu 02:06 -- 398/h)
20240912-01:03:35 nb_generated 1128 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:03:35 nb_generated 1142 model 0 (finishes Thu 02:06 -- 397/h)
20240912-01:03:41 nb_generated 1129 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:03:44 nb_generated 1142 model 5 (finishes Thu 02:06 -- 397/h)
20240912-01:03:46 nb_generated 1130 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:03:51 nb_generated 1144 model 2 (finishes Thu 02:06 -- 397/h)
20240912-01:03:55 nb_generated 1133 model 8 (finishes Thu 02:02 -- 407/h)
20240912-01:03:56 nb_generated 1145 model 7 (finishes Thu 02:06 -- 396/h)
20240912-01:04:04 nb_generated 1134 model 8 (finishes Thu 02:02 -- 407/h)
20240912-01:04:06 nb_generated 1146 model 8 (finishes Thu 02:06 -- 396/h)
20240912-01:04:13 nb_generated 1135 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:04:15 nb_generated 1147 model 6 (finishes Thu 02:06 -- 396/h)
20240912-01:04:21 nb_generated 1150 model 5 (finishes Thu 02:06 -- 397/h)
20240912-01:04:25 nb_generated 1135 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:04:28 nb_generated 1151 model 8 (finishes Thu 02:06 -- 397/h)
20240912-01:04:33 nb_generated 1138 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:04:34 nb_generated 1151 model 1 (finishes Thu 02:06 -- 397/h)
20240912-01:04:42 nb_generated 1139 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:04:45 nb_generated 1153 model 9 (finishes Thu 02:06 -- 397/h)
20240912-01:04:48 nb_generated 1139 model 7 (finishes Thu 02:02 -- 407/h)
20240912-01:04:52 nb_generated 1154 model 2 (finishes Thu 02:06 -- 397/h)
20240912-01:04:56 nb_generated 1141 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:05:00 nb_generated 1155 model 2 (finishes Thu 02:06 -- 396/h)
20240912-01:05:06 nb_generated 1142 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:05:09 nb_generated 1155 model 4 (finishes Thu 02:06 -- 396/h)
20240912-01:05:18 nb_generated 1156 model 5 (finishes Thu 02:06 -- 396/h)
20240912-01:05:25 nb_generated 1143 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:05:28 nb_generated 1157 model 0 (finishes Thu 02:06 -- 396/h)
20240912-01:05:35 nb_generated 1145 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:05:36 nb_generated 1159 model 4 (finishes Thu 02:06 -- 396/h)
20240912-01:05:46 nb_generated 1147 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:05:46 nb_generated 1160 model 8 (finishes Thu 02:06 -- 396/h)
20240912-01:05:56 nb_generated 1150 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:05:57 nb_generated 1163 model 0 (finishes Thu 02:06 -- 397/h)
20240912-01:06:04 nb_generated 1151 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:06:07 nb_generated 1163 model 4 (finishes Thu 02:06 -- 397/h)
20240912-01:06:11 nb_generated 1153 model 7 (finishes Thu 02:01 -- 408/h)
20240912-01:06:16 nb_generated 1164 model 4 (finishes Thu 02:06 -- 397/h)
20240912-01:06:20 nb_generated 1153 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:06:24 nb_generated 1165 model 7 (finishes Thu 02:06 -- 397/h)
20240912-01:06:28 nb_generated 1153 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:06:30 nb_generated 1166 model 1 (finishes Thu 02:06 -- 396/h)
20240912-01:06:37 nb_generated 1155 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:06:40 nb_generated 1167 model 4 (finishes Thu 02:06 -- 396/h)
20240912-01:06:49 nb_generated 1167 model 2 (finishes Thu 02:06 -- 396/h)
20240912-01:06:50 nb_generated 1155 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:06:56 nb_generated 1169 model 5 (finishes Thu 02:06 -- 396/h)
20240912-01:07:00 nb_generated 1156 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:07:04 nb_generated 1172 model 5 (finishes Thu 02:06 -- 397/h)
20240912-01:07:07 nb_generated 1157 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:07:15 nb_generated 1159 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:07:15 nb_generated 1173 model 2 (finishes Thu 02:06 -- 397/h)
20240912-01:07:22 nb_generated 1173 model 2 (finishes Thu 02:06 -- 396/h)
20240912-01:07:23 nb_generated 1162 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:07:29 nb_generated 1162 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:07:29 nb_generated 1174 model 2 (finishes Thu 02:06 -- 396/h)
20240912-01:07:37 nb_generated 1175 model 0 (finishes Thu 02:06 -- 396/h)
20240912-01:07:38 nb_generated 1164 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:07:48 nb_generated 1175 model 4 (finishes Thu 02:07 -- 396/h)
20240912-01:07:50 nb_generated 1166 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:07:54 nb_generated 1175 model 6 (finishes Thu 02:07 -- 395/h)
20240912-01:08:03 nb_generated 1177 model 4 (finishes Thu 02:06 -- 396/h)
20240912-01:08:06 nb_generated 1170 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:08:10 nb_generated 1181 model 5 (finishes Thu 02:06 -- 397/h)
20240912-01:08:16 nb_generated 1181 model 1 (finishes Thu 02:06 -- 397/h)
20240912-01:08:17 nb_generated 1171 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:08:23 nb_generated 1182 model 4 (finishes Thu 02:06 -- 397/h)
20240912-01:08:24 nb_generated 1172 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:08:31 nb_generated 1184 model 7 (finishes Thu 02:06 -- 397/h)
20240912-01:08:44 nb_generated 1186 model 2 (finishes Thu 02:06 -- 397/h)
20240912-01:08:45 nb_generated 1173 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:08:52 nb_generated 1188 model 8 (finishes Thu 02:06 -- 398/h)
20240912-01:08:53 nb_generated 1174 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:09:00 nb_generated 1190 model 3 (finishes Thu 02:05 -- 398/h)
20240912-01:09:04 nb_generated 1178 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:09:08 nb_generated 1193 model 4 (finishes Thu 02:05 -- 399/h)
20240912-01:09:16 nb_generated 1194 model 8 (finishes Thu 02:05 -- 398/h)
20240912-01:09:17 nb_generated 1182 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:09:25 nb_generated 1196 model 2 (finishes Thu 02:05 -- 399/h)
20240912-01:09:27 nb_generated 1183 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:09:32 nb_generated 1198 model 8 (finishes Thu 02:05 -- 399/h)
20240912-01:09:35 nb_generated 1184 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:09:40 nb_generated 1198 model 8 (finishes Thu 02:05 -- 399/h)
20240912-01:09:41 nb_generated 1186 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:09:46 nb_generated 1199 model 0 (finishes Thu 02:05 -- 399/h)
20240912-01:09:51 nb_generated 1187 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:09:55 nb_generated 1202 model 0 (finishes Thu 02:05 -- 399/h)
20240912-01:09:58 nb_generated 1188 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:10:05 nb_generated 1188 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:10:05 nb_generated 1203 model 4 (finishes Thu 02:05 -- 399/h)
20240912-01:10:13 nb_generated 1188 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:10:14 nb_generated 1204 model 0 (finishes Thu 02:05 -- 399/h)
20240912-01:10:21 nb_generated 1188 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:10:25 nb_generated 1204 model 9 (finishes Thu 02:05 -- 399/h)
20240912-01:10:28 nb_generated 1189 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:10:34 nb_generated 1206 model 1 (finishes Thu 02:05 -- 399/h)
20240912-01:10:42 nb_generated 1208 model 0 (finishes Thu 02:05 -- 399/h)
20240912-01:10:47 nb_generated 1189 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:10:50 nb_generated 1210 model 6 (finishes Thu 02:05 -- 400/h)
20240912-01:10:54 nb_generated 1190 model 3 (finishes Thu 02:03 -- 404/h)
20240912-01:10:58 nb_generated 1212 model 3 (finishes Thu 02:04 -- 400/h)
20240912-01:11:08 nb_generated 1192 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:11:09 nb_generated 1213 model 9 (finishes Thu 02:05 -- 400/h)
20240912-01:11:16 nb_generated 1193 model 0 (finishes Thu 02:03 -- 403/h)
20240912-01:11:17 nb_generated 1216 model 4 (finishes Thu 02:04 -- 401/h)
20240912-01:11:22 nb_generated 1193 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:11:25 nb_generated 1217 model 7 (finishes Thu 02:04 -- 401/h)
20240912-01:11:30 nb_generated 1194 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:11:33 nb_generated 1219 model 2 (finishes Thu 02:04 -- 401/h)
20240912-01:11:36 nb_generated 1195 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:11:42 nb_generated 1219 model 7 (finishes Thu 02:04 -- 400/h)
20240912-01:11:42 nb_generated 1196 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:11:49 nb_generated 1220 model 4 (finishes Thu 02:05 -- 400/h)
20240912-01:11:57 nb_generated 1223 model 4 (finishes Thu 02:04 -- 400/h)
20240912-01:11:58 nb_generated 1197 model 9 (finishes Thu 02:03 -- 403/h)
20240912-01:12:05 nb_generated 1224 model 7 (finishes Thu 02:04 -- 401/h)
20240912-01:12:08 nb_generated 1200 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:12:11 nb_generated 1225 model 6 (finishes Thu 02:04 -- 401/h)
20240912-01:12:19 nb_generated 1204 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:12:20 nb_generated 1228 model 6 (finishes Thu 02:04 -- 402/h)
20240912-01:12:27 nb_generated 1230 model 2 (finishes Thu 02:04 -- 402/h)
20240912-01:12:29 nb_generated 1205 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:12:34 nb_generated 1232 model 6 (finishes Thu 02:04 -- 402/h)
20240912-01:12:37 nb_generated 1207 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:12:42 nb_generated 1234 model 6 (finishes Thu 02:03 -- 402/h)
20240912-01:12:44 nb_generated 1207 model 5 (finishes Thu 02:02 -- 404/h)
20240912-01:12:52 nb_generated 1212 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:12:53 nb_generated 1237 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:12:58 nb_generated 1212 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:13:02 nb_generated 1237 model 8 (finishes Thu 02:04 -- 402/h)
20240912-01:13:08 nb_generated 1212 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:13:12 nb_generated 1239 model 0 (finishes Thu 02:03 -- 403/h)
20240912-01:13:18 nb_generated 1213 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:13:22 nb_generated 1242 model 0 (finishes Thu 02:03 -- 403/h)
20240912-01:13:28 nb_generated 1242 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:13:29 nb_generated 1213 model 9 (finishes Thu 02:02 -- 404/h)
20240912-01:13:36 nb_generated 1243 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:13:40 nb_generated 1215 model 1 (finishes Thu 02:03 -- 404/h)
20240912-01:13:48 nb_generated 1217 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:13:48 nb_generated 1244 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:13:56 nb_generated 1245 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:13:59 nb_generated 1221 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:14:04 nb_generated 1247 model 0 (finishes Thu 02:03 -- 403/h)
20240912-01:14:05 nb_generated 1222 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:14:12 nb_generated 1249 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:14:12 nb_generated 1226 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:14:19 nb_generated 1228 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:14:21 nb_generated 1250 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:14:27 nb_generated 1253 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:14:33 nb_generated 1256 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:14:40 nb_generated 1229 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:14:47 nb_generated 1257 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:14:54 nb_generated 1260 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:14:59 nb_generated 1231 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:14:59 nb_generated 1262 model 1 (finishes Thu 02:03 -- 404/h)
20240912-01:15:09 nb_generated 1231 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:15:12 nb_generated 1264 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:15:18 nb_generated 1264 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:15:20 nb_generated 1231 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:15:30 nb_generated 1265 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:15:35 nb_generated 1235 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:15:38 nb_generated 1267 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:15:44 nb_generated 1237 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:15:48 nb_generated 1268 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:15:51 nb_generated 1241 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:15:56 nb_generated 1271 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:15:58 nb_generated 1241 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:16:08 nb_generated 1241 model 0 (finishes Thu 02:02 -- 404/h)
20240912-01:16:14 nb_generated 1272 model 9 (finishes Thu 02:03 -- 403/h)
20240912-01:16:15 nb_generated 1241 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:16:24 nb_generated 1273 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:16:26 nb_generated 1242 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:16:32 nb_generated 1274 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:16:32 nb_generated 1242 model 1 (finishes Thu 02:03 -- 403/h)
20240912-01:16:40 nb_generated 1243 model 5 (finishes Thu 02:03 -- 403/h)
20240912-01:16:40 nb_generated 1275 model 2 (finishes Thu 02:03 -- 402/h)
20240912-01:16:48 nb_generated 1243 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:16:50 nb_generated 1276 model 4 (finishes Thu 02:04 -- 402/h)
20240912-01:16:57 nb_generated 1276 model 3 (finishes Thu 02:04 -- 402/h)
20240912-01:16:57 nb_generated 1244 model 5 (finishes Thu 02:03 -- 403/h)
20240912-01:17:03 nb_generated 1245 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:17:05 nb_generated 1278 model 7 (finishes Thu 02:04 -- 402/h)
20240912-01:17:10 nb_generated 1246 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:17:12 nb_generated 1278 model 7 (finishes Thu 02:04 -- 402/h)
20240912-01:17:18 nb_generated 1280 model 1 (finishes Thu 02:03 -- 402/h)
20240912-01:17:19 nb_generated 1246 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:17:26 nb_generated 1247 model 2 (finishes Thu 02:03 -- 402/h)
20240912-01:17:26 nb_generated 1283 model 5 (finishes Thu 02:03 -- 403/h)
20240912-01:17:33 nb_generated 1286 model 1 (finishes Thu 02:03 -- 404/h)
20240912-01:17:41 nb_generated 1249 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:17:41 nb_generated 1288 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:17:48 nb_generated 1291 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:17:54 nb_generated 1293 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:17:55 nb_generated 1253 model 9 (finishes Thu 02:03 -- 403/h)
20240912-01:18:00 nb_generated 1295 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:18:04 nb_generated 1254 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:18:08 nb_generated 1297 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:18:12 nb_generated 1258 model 6 (finishes Thu 02:02 -- 404/h)
20240912-01:18:14 nb_generated 1301 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:18:21 nb_generated 1303 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:18:21 nb_generated 1260 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:18:28 nb_generated 1263 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:18:29 nb_generated 1303 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:18:36 nb_generated 1304 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:18:39 nb_generated 1264 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:18:46 nb_generated 1305 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:18:49 nb_generated 1265 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:18:52 nb_generated 1305 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:18:58 nb_generated 1268 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:18:59 nb_generated 1306 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:19:09 nb_generated 1272 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:19:12 nb_generated 1307 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:19:15 nb_generated 1274 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:19:21 nb_generated 1309 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:19:23 nb_generated 1274 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:19:29 nb_generated 1311 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:19:34 nb_generated 1275 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:19:37 nb_generated 1312 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:19:43 nb_generated 1279 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:19:44 nb_generated 1312 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:19:49 nb_generated 1280 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:19:53 nb_generated 1313 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:19:59 nb_generated 1282 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:20:01 nb_generated 1313 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:20:05 nb_generated 1284 model 5 (finishes Thu 02:01 -- 408/h)
20240912-01:20:10 nb_generated 1315 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:20:13 nb_generated 1288 model 6 (finishes Thu 02:00 -- 409/h)
20240912-01:20:19 nb_generated 1289 model 5 (finishes Thu 02:01 -- 409/h)
20240912-01:20:20 nb_generated 1317 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:20:26 nb_generated 1319 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:20:31 nb_generated 1289 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:20:35 nb_generated 1320 model 3 (finishes Thu 02:02 -- 404/h)
20240912-01:20:41 nb_generated 1290 model 6 (finishes Thu 02:01 -- 408/h)
20240912-01:20:44 nb_generated 1321 model 6 (finishes Thu 02:02 -- 404/h)
20240912-01:20:51 nb_generated 1291 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:20:54 nb_generated 1322 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:20:58 nb_generated 1292 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:21:00 nb_generated 1323 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:21:03 nb_generated 1292 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:21:08 nb_generated 1325 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:21:12 nb_generated 1294 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:21:16 nb_generated 1326 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:21:22 nb_generated 1297 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:21:24 nb_generated 1329 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:21:31 nb_generated 1299 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:21:33 nb_generated 1331 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:21:40 nb_generated 1300 model 7 (finishes Thu 02:01 -- 408/h)
20240912-01:21:43 nb_generated 1334 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:21:47 nb_generated 1303 model 4 (finishes Thu 02:00 -- 409/h)
20240912-01:21:48 nb_generated 1335 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:21:56 nb_generated 1337 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:21:57 nb_generated 1305 model 5 (finishes Thu 02:00 -- 409/h)
20240912-01:22:05 nb_generated 1306 model 2 (finishes Thu 02:01 -- 409/h)
20240912-01:22:10 nb_generated 1338 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:22:17 nb_generated 1340 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:22:17 nb_generated 1311 model 9 (finishes Thu 02:00 -- 410/h)
20240912-01:22:24 nb_generated 1342 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:22:26 nb_generated 1311 model 4 (finishes Thu 02:00 -- 410/h)
20240912-01:22:31 nb_generated 1342 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:22:35 nb_generated 1313 model 6 (finishes Thu 02:00 -- 410/h)
20240912-01:22:38 nb_generated 1343 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:22:45 nb_generated 1343 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:22:46 nb_generated 1313 model 3 (finishes Thu 02:00 -- 409/h)
20240912-01:22:52 nb_generated 1343 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:22:57 nb_generated 1314 model 9 (finishes Thu 02:00 -- 409/h)
20240912-01:23:04 nb_generated 1344 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:23:12 nb_generated 1346 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:23:14 nb_generated 1314 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:23:21 nb_generated 1346 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:23:22 nb_generated 1315 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:23:30 nb_generated 1349 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:23:32 nb_generated 1317 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:23:37 nb_generated 1351 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:23:44 nb_generated 1318 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:23:48 nb_generated 1351 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:23:56 nb_generated 1318 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:23:57 nb_generated 1352 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:24:05 nb_generated 1319 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:24:07 nb_generated 1353 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:24:14 nb_generated 1320 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:24:14 nb_generated 1354 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:24:19 nb_generated 1320 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:24:27 nb_generated 1355 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:24:27 nb_generated 1320 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:24:33 nb_generated 1321 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:24:36 nb_generated 1355 model 5 (finishes Thu 02:02 -- 404/h)
20240912-01:24:44 nb_generated 1359 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:24:44 nb_generated 1324 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:24:51 nb_generated 1324 model 2 (finishes Thu 02:02 -- 407/h)
20240912-01:24:54 nb_generated 1361 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:24:57 nb_generated 1326 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:25:00 nb_generated 1361 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:25:05 nb_generated 1328 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:25:11 nb_generated 1362 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:25:12 nb_generated 1329 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:25:18 nb_generated 1363 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:25:19 nb_generated 1330 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:25:25 nb_generated 1367 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:25:28 nb_generated 1332 model 6 (finishes Thu 02:01 -- 408/h)
20240912-01:25:33 nb_generated 1371 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:25:35 nb_generated 1332 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:25:44 nb_generated 1371 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:25:47 nb_generated 1332 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:25:50 nb_generated 1371 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:25:54 nb_generated 1334 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:25:56 nb_generated 1373 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:26:03 nb_generated 1373 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:26:08 nb_generated 1338 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:26:17 nb_generated 1374 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:26:18 nb_generated 1340 model 6 (finishes Thu 02:01 -- 408/h)
20240912-01:26:27 nb_generated 1375 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:26:33 nb_generated 1341 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:26:40 nb_generated 1378 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:26:41 nb_generated 1345 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:26:47 nb_generated 1379 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:26:48 nb_generated 1347 model 2 (finishes Thu 02:01 -- 408/h)
20240912-01:26:55 nb_generated 1347 model 2 (finishes Thu 02:01 -- 408/h)
20240912-01:27:02 nb_generated 1381 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:27:02 nb_generated 1350 model 5 (finishes Thu 02:01 -- 409/h)
20240912-01:27:09 nb_generated 1352 model 0 (finishes Thu 02:00 -- 409/h)
20240912-01:27:12 nb_generated 1381 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:27:17 nb_generated 1381 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:27:22 nb_generated 1355 model 2 (finishes Thu 02:00 -- 410/h)
20240912-01:27:30 nb_generated 1356 model 4 (finishes Thu 02:00 -- 410/h)
20240912-01:27:32 nb_generated 1382 model 9 (finishes Thu 02:02 -- 404/h)
20240912-01:27:41 nb_generated 1382 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:27:46 nb_generated 1358 model 9 (finishes Thu 02:00 -- 410/h)
20240912-01:27:52 nb_generated 1386 model 6 (finishes Thu 02:02 -- 404/h)
20240912-01:27:52 nb_generated 1358 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:27:59 nb_generated 1387 model 7 (finishes Thu 02:02 -- 404/h)
20240912-01:28:05 nb_generated 1387 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:28:10 nb_generated 1361 model 9 (finishes Thu 02:00 -- 410/h)
20240912-01:28:16 nb_generated 1388 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:28:16 nb_generated 1361 model 3 (finishes Thu 02:00 -- 409/h)
20240912-01:28:22 nb_generated 1362 model 1 (finishes Thu 02:00 -- 409/h)
20240912-01:28:23 nb_generated 1388 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:28:29 nb_generated 1367 model 5 (finishes Thu 02:00 -- 410/h)
20240912-01:28:29 nb_generated 1389 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:28:38 nb_generated 1370 model 7 (finishes Thu 01:59 -- 411/h)
20240912-01:28:40 nb_generated 1393 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:28:48 nb_generated 1393 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:28:54 nb_generated 1372 model 9 (finishes Thu 01:59 -- 411/h)
20240912-01:28:56 nb_generated 1396 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:29:03 nb_generated 1372 model 1 (finishes Thu 02:00 -- 411/h)
20240912-01:29:04 nb_generated 1397 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:29:16 nb_generated 1399 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:29:17 nb_generated 1375 model 0 (finishes Thu 01:59 -- 411/h)
20240912-01:29:23 nb_generated 1375 model 3 (finishes Thu 02:00 -- 411/h)
20240912-01:29:31 nb_generated 1400 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:29:31 nb_generated 1375 model 6 (finishes Thu 02:00 -- 411/h)
20240912-01:29:38 nb_generated 1377 model 5 (finishes Thu 01:59 -- 411/h)
20240912-01:29:39 nb_generated 1401 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:29:46 nb_generated 1402 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:29:53 nb_generated 1377 model 9 (finishes Thu 02:00 -- 410/h)
20240912-01:29:54 nb_generated 1402 model 8 (finishes Thu 02:02 -- 404/h)
20240912-01:30:01 nb_generated 1402 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:30:05 nb_generated 1381 model 4 (finishes Thu 01:59 -- 411/h)
20240912-01:30:08 nb_generated 1402 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:30:19 nb_generated 1383 model 9 (finishes Thu 02:00 -- 411/h)
20240912-01:30:23 nb_generated 1403 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:30:32 nb_generated 1384 model 9 (finishes Thu 02:00 -- 411/h)
20240912-01:30:32 nb_generated 1404 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:30:38 nb_generated 1404 model 0 (finishes Thu 02:03 -- 402/h)
20240912-01:30:40 nb_generated 1385 model 1 (finishes Thu 02:00 -- 411/h)
20240912-01:30:51 nb_generated 1406 model 8 (finishes Thu 02:03 -- 402/h)
20240912-01:30:53 nb_generated 1388 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:31:01 nb_generated 1388 model 2 (finishes Thu 02:00 -- 410/h)
20240912-01:31:02 nb_generated 1407 model 2 (finishes Thu 02:03 -- 402/h)
20240912-01:31:09 nb_generated 1390 model 5 (finishes Thu 02:00 -- 411/h)
20240912-01:31:09 nb_generated 1411 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:31:15 nb_generated 1411 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:31:15 nb_generated 1390 model 7 (finishes Thu 02:00 -- 410/h)
20240912-01:31:23 nb_generated 1392 model 7 (finishes Thu 02:00 -- 411/h)
20240912-01:31:26 nb_generated 1414 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:31:35 nb_generated 1415 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:31:35 nb_generated 1396 model 4 (finishes Thu 02:00 -- 411/h)
20240912-01:31:40 nb_generated 1398 model 0 (finishes Thu 01:59 -- 411/h)
20240912-01:31:45 nb_generated 1418 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:31:48 nb_generated 1399 model 8 (finishes Thu 01:59 -- 411/h)
20240912-01:31:56 nb_generated 1401 model 5 (finishes Thu 01:59 -- 411/h)
20240912-01:32:03 nb_generated 1420 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:32:06 nb_generated 1404 model 4 (finishes Thu 01:59 -- 411/h)
20240912-01:32:13 nb_generated 1405 model 7 (finishes Thu 01:59 -- 411/h)
20240912-01:32:15 nb_generated 1425 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:32:19 nb_generated 1407 model 4 (finishes Thu 01:59 -- 411/h)
20240912-01:32:26 nb_generated 1427 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:32:26 nb_generated 1408 model 6 (finishes Thu 01:59 -- 411/h)
20240912-01:32:44 nb_generated 1409 model 0 (finishes Thu 02:00 -- 411/h)
20240912-01:32:46 nb_generated 1428 model 3 (finishes Thu 02:03 -- 404/h)
20240912-01:32:55 nb_generated 1409 model 0 (finishes Thu 02:00 -- 410/h)
20240912-01:32:55 nb_generated 1430 model 3 (finishes Thu 02:03 -- 404/h)
20240912-01:33:03 nb_generated 1431 model 3 (finishes Thu 02:02 -- 404/h)
20240912-01:33:04 nb_generated 1411 model 2 (finishes Thu 02:00 -- 410/h)
20240912-01:33:13 nb_generated 1434 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:33:14 nb_generated 1414 model 5 (finishes Thu 02:00 -- 410/h)
20240912-01:33:22 nb_generated 1435 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:33:26 nb_generated 1415 model 1 (finishes Thu 02:00 -- 410/h)
20240912-01:33:32 nb_generated 1438 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:33:32 nb_generated 1416 model 1 (finishes Thu 02:00 -- 410/h)
20240912-01:33:39 nb_generated 1438 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:33:40 nb_generated 1418 model 5 (finishes Thu 02:00 -- 410/h)
20240912-01:33:47 nb_generated 1418 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:33:48 nb_generated 1441 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:33:54 nb_generated 1418 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:33:59 nb_generated 1442 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:34:00 nb_generated 1420 model 4 (finishes Thu 02:00 -- 410/h)
20240912-01:34:05 nb_generated 1444 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:34:08 nb_generated 1422 model 3 (finishes Thu 02:00 -- 411/h)
20240912-01:34:14 nb_generated 1446 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:34:17 nb_generated 1422 model 0 (finishes Thu 02:00 -- 410/h)
20240912-01:34:22 nb_generated 1448 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:34:27 nb_generated 1424 model 4 (finishes Thu 02:00 -- 410/h)
20240912-01:34:35 nb_generated 1450 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:34:35 nb_generated 1425 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:34:41 nb_generated 1425 model 3 (finishes Thu 02:00 -- 410/h)
20240912-01:34:43 nb_generated 1451 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:34:48 nb_generated 1426 model 2 (finishes Thu 02:00 -- 410/h)
20240912-01:34:53 nb_generated 1452 model 0 (finishes Thu 02:02 -- 407/h)
20240912-01:34:54 nb_generated 1429 model 5 (finishes Thu 02:00 -- 410/h)
20240912-01:34:58 nb_generated 1453 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:35:03 nb_generated 1429 model 5 (finishes Thu 02:00 -- 410/h)
20240912-01:35:05 nb_generated 1453 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:35:12 nb_generated 1431 model 6 (finishes Thu 02:00 -- 410/h)
20240912-01:35:16 nb_generated 1454 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:35:26 nb_generated 1432 model 8 (finishes Thu 02:00 -- 409/h)
20240912-01:35:27 nb_generated 1458 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:35:36 nb_generated 1433 model 2 (finishes Thu 02:00 -- 409/h)
20240912-01:35:43 nb_generated 1461 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:35:51 nb_generated 1435 model 5 (finishes Thu 02:00 -- 409/h)
20240912-01:35:54 nb_generated 1464 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:36:02 nb_generated 1437 model 9 (finishes Thu 02:00 -- 409/h)
20240912-01:36:02 nb_generated 1466 model 5 (finishes Thu 02:01 -- 408/h)
20240912-01:36:15 nb_generated 1468 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:36:22 nb_generated 1441 model 9 (finishes Thu 02:00 -- 409/h)
20240912-01:36:24 nb_generated 1470 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:36:31 nb_generated 1470 model 5 (finishes Thu 02:01 -- 408/h)
20240912-01:36:31 nb_generated 1441 model 7 (finishes Thu 02:01 -- 409/h)
20240912-01:36:41 nb_generated 1471 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:36:41 nb_generated 1441 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:36:49 nb_generated 1441 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:36:54 nb_generated 1473 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:36:56 nb_generated 1442 model 7 (finishes Thu 02:01 -- 408/h)
20240912-01:37:02 nb_generated 1475 model 2 (finishes Thu 02:01 -- 408/h)
20240912-01:37:07 nb_generated 1443 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:37:10 nb_generated 1476 model 6 (finishes Thu 02:01 -- 408/h)
20240912-01:37:18 nb_generated 1444 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:37:19 nb_generated 1476 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:37:28 nb_generated 1447 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:37:31 nb_generated 1476 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:37:37 nb_generated 1448 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:37:42 nb_generated 1476 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:37:44 nb_generated 1452 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:37:49 nb_generated 1454 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:37:57 nb_generated 1476 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:37:59 nb_generated 1455 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:38:06 nb_generated 1477 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:38:08 nb_generated 1457 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:38:14 nb_generated 1478 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:38:16 nb_generated 1459 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:38:20 nb_generated 1479 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:38:29 nb_generated 1461 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:38:30 nb_generated 1480 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:38:40 nb_generated 1462 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:38:41 nb_generated 1482 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:38:47 nb_generated 1482 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:38:53 nb_generated 1463 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:38:56 nb_generated 1483 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:39:06 nb_generated 1487 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:39:08 nb_generated 1466 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:39:13 nb_generated 1488 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:39:20 nb_generated 1488 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:39:22 nb_generated 1468 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:39:27 nb_generated 1488 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:39:31 nb_generated 1470 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:39:36 nb_generated 1488 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:39:40 nb_generated 1471 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:39:43 nb_generated 1488 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:39:50 nb_generated 1471 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:39:51 nb_generated 1490 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:39:55 nb_generated 1474 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:40:00 nb_generated 1491 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:40:03 nb_generated 1476 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:40:09 nb_generated 1495 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:40:14 nb_generated 1478 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:40:19 nb_generated 1497 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:40:23 nb_generated 1479 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:40:33 nb_generated 1480 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:40:34 nb_generated 1498 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:40:43 nb_generated 1482 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:40:46 nb_generated 1499 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:40:51 nb_generated 1500 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:40:58 nb_generated 1485 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:41:00 nb_generated 1500 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:41:06 nb_generated 1487 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:41:09 nb_generated 1501 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:41:14 nb_generated 1487 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:41:22 nb_generated 1487 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:41:25 nb_generated 1503 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:41:30 nb_generated 1488 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:41:32 nb_generated 1503 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:41:38 nb_generated 1489 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:41:39 nb_generated 1504 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:41:44 nb_generated 1489 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:41:51 nb_generated 1508 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:41:52 nb_generated 1489 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:42:01 nb_generated 1490 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:42:02 nb_generated 1509 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:42:07 nb_generated 1491 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:42:11 nb_generated 1511 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:42:16 nb_generated 1513 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:42:17 nb_generated 1492 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:42:24 nb_generated 1514 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:42:27 nb_generated 1495 model 0 (finishes Thu 02:02 -- 406/h)
20240912-01:42:33 nb_generated 1516 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:42:35 nb_generated 1496 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:42:41 nb_generated 1517 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:42:44 nb_generated 1497 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:42:46 nb_generated 1518 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:42:52 nb_generated 1500 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:42:53 nb_generated 1518 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:43:01 nb_generated 1500 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:43:02 nb_generated 1519 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:43:11 nb_generated 1500 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:43:13 nb_generated 1520 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:43:20 nb_generated 1500 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:43:23 nb_generated 1522 model 0 (finishes Thu 02:02 -- 404/h)
20240912-01:43:28 nb_generated 1500 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:43:35 nb_generated 1523 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:43:38 nb_generated 1502 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:43:42 nb_generated 1525 model 4 (finishes Thu 02:02 -- 404/h)
20240912-01:43:48 nb_generated 1504 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:43:52 nb_generated 1530 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:43:57 nb_generated 1508 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:44:03 nb_generated 1531 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:44:04 nb_generated 1509 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:44:19 nb_generated 1512 model 0 (finishes Thu 02:02 -- 405/h)
20240912-01:44:22 nb_generated 1533 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:44:30 nb_generated 1513 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:44:32 nb_generated 1534 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:44:38 nb_generated 1534 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:44:38 nb_generated 1513 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:44:45 nb_generated 1535 model 1 (finishes Thu 02:02 -- 404/h)
20240912-01:44:50 nb_generated 1513 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:44:53 nb_generated 1539 model 5 (finishes Thu 02:02 -- 405/h)
20240912-01:45:02 nb_generated 1515 model 0 (finishes Thu 02:03 -- 404/h)
20240912-01:45:05 nb_generated 1542 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:45:08 nb_generated 1517 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:45:17 nb_generated 1518 model 1 (finishes Thu 02:03 -- 404/h)
20240912-01:45:17 nb_generated 1542 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:45:23 nb_generated 1543 model 1 (finishes Thu 02:02 -- 405/h)
20240912-01:45:27 nb_generated 1519 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:45:31 nb_generated 1544 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:45:35 nb_generated 1519 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:45:40 nb_generated 1546 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:45:42 nb_generated 1520 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:45:49 nb_generated 1548 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:45:51 nb_generated 1521 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:45:59 nb_generated 1550 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:46:05 nb_generated 1550 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:46:05 nb_generated 1522 model 1 (finishes Thu 02:03 -- 403/h)
20240912-01:46:14 nb_generated 1550 model 3 (finishes Thu 02:02 -- 405/h)
20240912-01:46:14 nb_generated 1525 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:46:21 nb_generated 1551 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:46:23 nb_generated 1525 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:46:30 nb_generated 1553 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:46:33 nb_generated 1526 model 5 (finishes Thu 02:03 -- 403/h)
20240912-01:46:40 nb_generated 1553 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:46:45 nb_generated 1527 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:46:50 nb_generated 1553 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:46:56 nb_generated 1528 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:47:03 nb_generated 1554 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:47:06 nb_generated 1528 model 6 (finishes Thu 02:03 -- 402/h)
20240912-01:47:17 nb_generated 1528 model 0 (finishes Thu 02:04 -- 402/h)
20240912-01:47:26 nb_generated 1557 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:47:31 nb_generated 1529 model 9 (finishes Thu 02:04 -- 402/h)
20240912-01:47:35 nb_generated 1559 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:47:42 nb_generated 1560 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:47:45 nb_generated 1530 model 9 (finishes Thu 02:04 -- 401/h)
20240912-01:47:50 nb_generated 1564 model 2 (finishes Thu 02:02 -- 405/h)
20240912-01:47:57 nb_generated 1533 model 9 (finishes Thu 02:04 -- 402/h)
20240912-01:47:59 nb_generated 1567 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:48:04 nb_generated 1534 model 0 (finishes Thu 02:04 -- 402/h)
20240912-01:48:07 nb_generated 1570 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:48:11 nb_generated 1534 model 1 (finishes Thu 02:04 -- 401/h)
20240912-01:48:17 nb_generated 1537 model 5 (finishes Thu 02:03 -- 402/h)
20240912-01:48:17 nb_generated 1573 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:48:23 nb_generated 1575 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:48:29 nb_generated 1537 model 9 (finishes Thu 02:04 -- 402/h)
20240912-01:48:31 nb_generated 1575 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:48:38 nb_generated 1539 model 3 (finishes Thu 02:03 -- 402/h)
20240912-01:48:38 nb_generated 1576 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:48:45 nb_generated 1577 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:48:47 nb_generated 1539 model 7 (finishes Thu 02:04 -- 402/h)
20240912-01:48:58 nb_generated 1577 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:49:01 nb_generated 1540 model 3 (finishes Thu 02:04 -- 402/h)
20240912-01:49:07 nb_generated 1578 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:49:09 nb_generated 1542 model 5 (finishes Thu 02:04 -- 402/h)
20240912-01:49:16 nb_generated 1580 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:49:24 nb_generated 1582 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:49:28 nb_generated 1543 model 9 (finishes Thu 02:04 -- 401/h)
20240912-01:49:38 nb_generated 1548 model 1 (finishes Thu 02:03 -- 402/h)
20240912-01:49:43 nb_generated 1582 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:49:47 nb_generated 1548 model 8 (finishes Thu 02:04 -- 402/h)
20240912-01:49:48 nb_generated 1584 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:49:55 nb_generated 1549 model 4 (finishes Thu 02:04 -- 402/h)
20240912-01:49:57 nb_generated 1585 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:50:02 nb_generated 1550 model 2 (finishes Thu 02:04 -- 402/h)
20240912-01:50:05 nb_generated 1586 model 8 (finishes Thu 02:02 -- 406/h)
20240912-01:50:14 nb_generated 1552 model 4 (finishes Thu 02:03 -- 402/h)
20240912-01:50:15 nb_generated 1587 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:50:20 nb_generated 1555 model 5 (finishes Thu 02:03 -- 403/h)
20240912-01:50:28 nb_generated 1588 model 9 (finishes Thu 02:02 -- 405/h)
20240912-01:50:29 nb_generated 1557 model 1 (finishes Thu 02:03 -- 403/h)
20240912-01:50:37 nb_generated 1559 model 4 (finishes Thu 02:03 -- 403/h)
20240912-01:50:43 nb_generated 1590 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:50:46 nb_generated 1562 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:50:51 nb_generated 1592 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:50:55 nb_generated 1562 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:50:56 nb_generated 1597 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:51:03 nb_generated 1562 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:51:06 nb_generated 1600 model 9 (finishes Thu 02:02 -- 407/h)
20240912-01:51:12 nb_generated 1562 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:51:13 nb_generated 1601 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:51:19 nb_generated 1604 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:51:21 nb_generated 1562 model 0 (finishes Thu 02:03 -- 402/h)
20240912-01:51:30 nb_generated 1606 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:51:36 nb_generated 1568 model 9 (finishes Thu 02:03 -- 403/h)
20240912-01:51:38 nb_generated 1607 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:51:41 nb_generated 1568 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:51:47 nb_generated 1607 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:51:52 nb_generated 1569 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:51:55 nb_generated 1607 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:52:02 nb_generated 1608 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:52:04 nb_generated 1571 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:52:15 nb_generated 1610 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:52:16 nb_generated 1574 model 9 (finishes Thu 02:03 -- 403/h)
20240912-01:52:26 nb_generated 1610 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:52:26 nb_generated 1577 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:52:32 nb_generated 1611 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:52:33 nb_generated 1578 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:52:41 nb_generated 1613 model 6 (finishes Thu 02:02 -- 406/h)
20240912-01:52:44 nb_generated 1580 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:52:46 nb_generated 1615 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:52:52 nb_generated 1581 model 4 (finishes Thu 02:03 -- 404/h)
20240912-01:52:54 nb_generated 1615 model 7 (finishes Thu 02:02 -- 406/h)
20240912-01:52:58 nb_generated 1581 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:53:01 nb_generated 1619 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:53:06 nb_generated 1582 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:53:10 nb_generated 1621 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:53:15 nb_generated 1584 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:53:18 nb_generated 1622 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:53:22 nb_generated 1584 model 7 (finishes Thu 02:03 -- 403/h)
20240912-01:53:23 nb_generated 1625 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:53:31 nb_generated 1628 model 2 (finishes Thu 02:01 -- 408/h)
20240912-01:53:37 nb_generated 1587 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:53:38 nb_generated 1628 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:53:48 nb_generated 1632 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:53:49 nb_generated 1589 model 9 (finishes Thu 02:03 -- 404/h)
20240912-01:53:56 nb_generated 1634 model 5 (finishes Thu 02:01 -- 408/h)
20240912-01:53:58 nb_generated 1589 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:54:02 nb_generated 1634 model 7 (finishes Thu 02:01 -- 408/h)
20240912-01:54:04 nb_generated 1589 model 3 (finishes Thu 02:03 -- 403/h)
20240912-01:54:09 nb_generated 1634 model 0 (finishes Thu 02:01 -- 408/h)
20240912-01:54:11 nb_generated 1592 model 3 (finishes Thu 02:03 -- 404/h)
20240912-01:54:16 nb_generated 1635 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:54:21 nb_generated 1593 model 2 (finishes Thu 02:03 -- 403/h)
20240912-01:54:29 nb_generated 1595 model 1 (finishes Thu 02:03 -- 404/h)
20240912-01:54:30 nb_generated 1635 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:54:38 nb_generated 1596 model 8 (finishes Thu 02:03 -- 403/h)
20240912-01:54:41 nb_generated 1637 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:54:44 nb_generated 1597 model 3 (finishes Thu 02:03 -- 404/h)
20240912-01:54:50 nb_generated 1639 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:54:53 nb_generated 1601 model 8 (finishes Thu 02:03 -- 404/h)
20240912-01:54:59 nb_generated 1640 model 1 (finishes Thu 02:01 -- 408/h)
20240912-01:55:05 nb_generated 1601 model 6 (finishes Thu 02:03 -- 403/h)
20240912-01:55:08 nb_generated 1640 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:55:11 nb_generated 1602 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:55:18 nb_generated 1603 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:55:23 nb_generated 1641 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:55:26 nb_generated 1604 model 7 (finishes Thu 02:03 -- 404/h)
20240912-01:55:32 nb_generated 1641 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:55:35 nb_generated 1606 model 2 (finishes Thu 02:03 -- 404/h)
20240912-01:55:40 nb_generated 1644 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:55:43 nb_generated 1607 model 5 (finishes Thu 02:03 -- 404/h)
20240912-01:55:49 nb_generated 1644 model 1 (finishes Thu 02:02 -- 407/h)
20240912-01:55:50 nb_generated 1608 model 6 (finishes Thu 02:03 -- 404/h)
20240912-01:55:54 nb_generated 1647 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:55:57 nb_generated 1611 model 4 (finishes Thu 02:02 -- 405/h)
20240912-01:56:04 nb_generated 1614 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:56:06 nb_generated 1648 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:56:15 nb_generated 1648 model 3 (finishes Thu 02:02 -- 407/h)
20240912-01:56:19 nb_generated 1617 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:56:27 nb_generated 1651 model 2 (finishes Thu 02:01 -- 407/h)
20240912-01:56:33 nb_generated 1623 model 9 (finishes Thu 02:02 -- 406/h)
20240912-01:56:35 nb_generated 1653 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:56:42 nb_generated 1624 model 4 (finishes Thu 02:02 -- 406/h)
20240912-01:56:44 nb_generated 1655 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:56:55 nb_generated 1655 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:56:58 nb_generated 1626 model 1 (finishes Thu 02:02 -- 406/h)
20240912-01:57:04 nb_generated 1628 model 5 (finishes Thu 02:02 -- 406/h)
20240912-01:57:10 nb_generated 1658 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:57:15 nb_generated 1630 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:57:18 nb_generated 1661 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:57:24 nb_generated 1631 model 8 (finishes Thu 02:02 -- 405/h)
20240912-01:57:30 nb_generated 1631 model 7 (finishes Thu 02:02 -- 405/h)
20240912-01:57:34 nb_generated 1661 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:57:42 nb_generated 1632 model 6 (finishes Thu 02:02 -- 405/h)
20240912-01:57:44 nb_generated 1662 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:57:57 nb_generated 1638 model 2 (finishes Thu 02:02 -- 406/h)
20240912-01:57:58 nb_generated 1664 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:58:03 nb_generated 1641 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:58:06 nb_generated 1665 model 5 (finishes Thu 02:01 -- 407/h)
20240912-01:58:11 nb_generated 1642 model 7 (finishes Thu 02:01 -- 407/h)
20240912-01:58:12 nb_generated 1667 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:58:17 nb_generated 1645 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:58:26 nb_generated 1667 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:58:33 nb_generated 1645 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:58:33 nb_generated 1668 model 8 (finishes Thu 02:01 -- 407/h)
20240912-01:58:41 nb_generated 1669 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:58:43 nb_generated 1647 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:58:49 nb_generated 1671 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:58:53 nb_generated 1647 model 6 (finishes Thu 02:01 -- 407/h)
20240912-01:58:59 nb_generated 1674 model 3 (finishes Thu 02:01 -- 407/h)
20240912-01:59:03 nb_generated 1648 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:59:10 nb_generated 1650 model 0 (finishes Thu 02:01 -- 407/h)
20240912-01:59:13 nb_generated 1676 model 9 (finishes Thu 02:01 -- 407/h)
20240912-01:59:19 nb_generated 1676 model 1 (finishes Thu 02:01 -- 407/h)
20240912-01:59:26 nb_generated 1654 model 9 (finishes Thu 02:01 -- 408/h)
20240912-01:59:30 nb_generated 1678 model 8 (finishes Thu 02:02 -- 407/h)
20240912-01:59:35 nb_generated 1658 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:59:35 nb_generated 1682 model 4 (finishes Thu 02:01 -- 407/h)
20240912-01:59:40 nb_generated 1659 model 3 (finishes Thu 02:01 -- 408/h)
20240912-01:59:46 nb_generated 1660 model 4 (finishes Thu 02:01 -- 408/h)
20240912-01:59:50 nb_generated 1684 model 3 (finishes Thu 02:02 -- 406/h)
20240912-01:59:53 nb_generated 1661 model 8 (finishes Thu 02:01 -- 408/h)
20240912-01:59:58 nb_generated 1685 model 0 (finishes Thu 02:02 -- 406/h)
20240912-02:00:02 nb_generated 1663 model 2 (finishes Thu 02:01 -- 408/h)
20240912-02:00:05 nb_generated 1685 model 1 (finishes Thu 02:02 -- 406/h)
20240912-02:00:14 nb_generated 1666 model 0 (finishes Thu 02:01 -- 408/h)
20240912-02:00:21 nb_generated 1691 model 8 (finishes Thu 02:01 -- 407/h)
20240912-02:00:31 nb_generated 1693 model 0 (finishes Thu 02:01 -- 407/h)
20240912-02:00:32 nb_generated 1667 model 9 (finishes Thu 02:01 -- 407/h)
20240912-02:00:42 nb_generated 1693 model 0 (finishes Thu 02:01 -- 407/h)
20240912-02:00:46 nb_generated 1669 model 9 (finishes Thu 02:01 -- 407/h)
20240912-02:00:51 nb_generated 1695 model 5 (finishes Thu 02:01 -- 407/h)
20240912-02:00:54 nb_generated 1671 model 2 (finishes Thu 02:01 -- 407/h)
20240912-02:01:00 nb_generated 1671 model 7 (finishes Thu 02:01 -- 407/h)
20240912-02:01:01 nb_generated 1697 model 5 (finishes Thu 02:01 -- 407/h)
20240912-02:01:06 nb_generated 1673 model 8 (finishes Thu 02:01 -- 407/h)
20240912-02:01:11 nb_generated 1697 model 2 (finishes Thu 02:02 -- 406/h)
20240912-02:01:12 nb_generated 1674 model 4 (finishes Thu 02:01 -- 407/h)
20240912-02:01:24 nb_generated 1697 model 4 (finishes Thu 02:02 -- 406/h)
20240912-02:01:25 nb_generated 1675 model 0 (finishes Thu 02:01 -- 407/h)
20240912-02:01:32 nb_generated 1676 model 1 (finishes Thu 02:01 -- 407/h)
20240912-02:01:33 nb_generated 1699 model 4 (finishes Thu 02:02 -- 406/h)
20240912-02:01:42 nb_generated 1676 model 6 (finishes Thu 02:01 -- 407/h)
20240912-02:01:43 nb_generated 1702 model 8 (finishes Thu 02:01 -- 407/h)
20240912-02:01:50 nb_generated 1677 model 2 (finishes now! -- 407/h)
20240912-02:01:50 generate_c_quizz_speed 407/h
20240912-02:01:50 nb_generated 1705 model 7 (finishes now! -- 408/h)
20240912-02:01:50 generate_c_quizz_speed 407/h
20240912-02:02:10 wrote culture_c_quiz_0567.png
20240912-02:04:51 wrote culture_c_quiz_0567_solvable.png
20240912-02:04:51 generated_c_quizzes c_quizzes.size()=torch.Size([3382, 404])
20240912-02:04:51 nb_c_quizzes 3382
20240912-02:04:51 training model 0 (accuracy 0)
20240912-02:04:51 training model 1 (accuracy 0)
20240912-02:06:54 train_loss 567 model 0 0.012429895057837712
20240912-02:06:55 train_loss 567 model 1 0.013263764479299426
20240912-02:06:56 test_loss 567 model 0 0.00848788613288889
20240912-02:06:56 test_loss 567 model 1 0.010491360850573983
20240912-02:07:33 test_accuracy 567 model 0 nb_correct 701 / 783 (89.53%)
20240912-02:07:36 test_accuracy 567 model 1 nb_correct 706 / 793 (89.03%)
20240912-02:07:37 wrote ae_000.pth
20240912-02:07:38 wrote ae_001.pth
20240912-02:07:38 wrote ae_002.pth
20240912-02:07:39 wrote ae_003.pth
20240912-02:07:40 wrote ae_004.pth
20240912-02:07:40 wrote ae_005.pth
20240912-02:07:41 wrote ae_006.pth
20240912-02:07:42 wrote ae_007.pth
20240912-02:07:43 wrote ae_008.pth
20240912-02:07:43 wrote ae_009.pth
20240912-02:07:43 epoch_duration 2min52s next_finish 02:10:36
20240912-02:07:43 wrote state.pth
20240912-02:07:43 --- epoch 568 ----------------------------------------
20240912-02:07:43 current_test_accuracies 0.8953 0.8903 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240912-02:07:43 time_train=165 time_c_quizzes=11046
20240912-02:07:43 nb_c_quizzes 3382
20240912-02:07:43 training model 2 (accuracy 0)
20240912-02:07:43 training model 3 (accuracy 0)
20240912-02:09:46 train_loss 568 model 2 0.013249643149894836
20240912-02:09:47 train_loss 568 model 3 0.011904875121173972
20240912-02:09:48 test_loss 568 model 2 0.008511468001483991
20240912-02:09:48 test_loss 568 model 3 0.010063560950055717
20240912-02:10:27 test_accuracy 568 model 3 nb_correct 734 / 795 (92.33%)
20240912-02:10:27 test_accuracy 568 model 2 nb_correct 711 / 797 (89.21%)
20240912-02:10:28 wrote ae_000.pth
20240912-02:10:29 wrote ae_001.pth
20240912-02:10:29 wrote ae_002.pth
20240912-02:10:30 wrote ae_003.pth
20240912-02:10:31 wrote ae_004.pth
20240912-02:10:31 wrote ae_005.pth
20240912-02:10:32 wrote ae_006.pth
20240912-02:10:33 wrote ae_007.pth
20240912-02:10:34 wrote ae_008.pth
20240912-02:10:34 wrote ae_009.pth
20240912-02:10:34 epoch_duration 2min50s next_finish 02:13:25
20240912-02:10:34 wrote state.pth
20240912-02:10:34 --- epoch 569 ----------------------------------------
20240912-02:10:34 current_test_accuracies 0.8953 0.8903 0.8921 0.9233 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240912-02:10:34 time_train=329 time_c_quizzes=11046
20240912-02:10:34 nb_c_quizzes 3382
20240912-02:10:34 training model 4 (accuracy 0)
20240912-02:10:34 training model 5 (accuracy 0)
20240912-02:12:38 train_loss 569 model 4 0.012730993523546204
20240912-02:12:38 train_loss 569 model 5 0.0128925484635256
20240912-02:12:39 test_loss 569 model 4 0.006284286469144718
20240912-02:12:39 test_loss 569 model 5 0.008963371758483163
20240912-02:13:18 test_accuracy 569 model 4 nb_correct 725 / 797 (90.97%)
20240912-02:13:19 test_accuracy 569 model 5 nb_correct 695 / 786 (88.42%)
20240912-02:13:20 wrote ae_000.pth
20240912-02:13:21 wrote ae_001.pth
20240912-02:13:21 wrote ae_002.pth
20240912-02:13:22 wrote ae_003.pth
20240912-02:13:23 wrote ae_004.pth
20240912-02:13:23 wrote ae_005.pth
20240912-02:13:24 wrote ae_006.pth
20240912-02:13:25 wrote ae_007.pth
20240912-02:13:26 wrote ae_008.pth
20240912-02:13:26 wrote ae_009.pth
20240912-02:13:26 epoch_duration 2min51s next_finish 02:16:18
20240912-02:13:26 wrote state.pth
20240912-02:13:26 --- epoch 570 ----------------------------------------
20240912-02:13:26 current_test_accuracies 0.8953 0.8903 0.8921 0.9233 0.9097 0.8842 0.0000 0.0000 0.0000 0.0000
20240912-02:13:26 time_train=493 time_c_quizzes=11046
20240912-02:13:26 nb_c_quizzes 3382
20240912-02:13:26 training model 6 (accuracy 0)
20240912-02:13:26 training model 7 (accuracy 0)
20240912-02:15:30 train_loss 570 model 6 0.012092068382058643
20240912-02:15:30 train_loss 570 model 7 0.012856928968030843
20240912-02:15:32 test_loss 570 model 6 0.008397582531870285
20240912-02:15:32 test_loss 570 model 7 0.009913556576429982
20240912-02:16:09 test_accuracy 570 model 6 nb_correct 744 / 807 (92.19%)
20240912-02:16:11 test_accuracy 570 model 7 nb_correct 736 / 791 (93.05%)
20240912-02:16:12 wrote ae_000.pth
20240912-02:16:13 wrote ae_001.pth
20240912-02:16:13 wrote ae_002.pth
20240912-02:16:14 wrote ae_003.pth
20240912-02:16:15 wrote ae_004.pth
20240912-02:16:15 wrote ae_005.pth
20240912-02:16:16 wrote ae_006.pth
20240912-02:16:17 wrote ae_007.pth
20240912-02:16:17 wrote ae_008.pth
20240912-02:16:18 wrote ae_009.pth
20240912-02:16:18 epoch_duration 2min51s next_finish 02:19:10
20240912-02:16:18 wrote state.pth
20240912-02:16:18 --- epoch 571 ----------------------------------------
20240912-02:16:18 current_test_accuracies 0.8953 0.8903 0.8921 0.9233 0.9097 0.8842 0.9219 0.9305 0.0000 0.0000
20240912-02:16:18 time_train=657 time_c_quizzes=11046
20240912-02:16:18 nb_c_quizzes 3382
20240912-02:16:18 training model 8 (accuracy 0)
20240912-02:16:18 training model 9 (accuracy 0)
20240912-02:18:22 train_loss 571 model 8 0.013902195726732316
20240912-02:18:22 train_loss 571 model 9 0.013356782407470746
20240912-02:18:23 test_loss 571 model 8 0.007833548788767075
20240912-02:18:23 test_loss 571 model 9 0.008555861877448478
20240912-02:19:01 test_accuracy 571 model 8 nb_correct 695 / 797 (87.20%)
20240912-02:19:05 test_accuracy 571 model 9 nb_correct 707 / 787 (89.83%)
20240912-02:19:06 wrote ae_000.pth
20240912-02:19:06 wrote ae_001.pth
20240912-02:19:07 wrote ae_002.pth
20240912-02:19:08 wrote ae_003.pth
20240912-02:19:09 wrote ae_004.pth
20240912-02:19:09 wrote ae_005.pth
20240912-02:19:10 wrote ae_006.pth
20240912-02:19:11 wrote ae_007.pth
20240912-02:19:11 wrote ae_008.pth
20240912-02:19:12 wrote ae_009.pth
20240912-02:19:12 epoch_duration 2min53s next_finish 02:22:06
20240912-02:19:12 wrote state.pth
20240912-02:19:12 --- epoch 572 ----------------------------------------
20240912-02:19:12 current_test_accuracies 0.8953 0.8903 0.8921 0.9233 0.9097 0.8842 0.9219 0.9305 0.8720 0.8983
20240912-02:19:12 time_train=823 time_c_quizzes=11046
20240912-02:19:12 nb_c_quizzes 3382
20240912-02:19:12 training model 8 (accuracy 0.8720200657844543)
20240912-02:19:12 training model 5 (accuracy 0.8842239379882812)
20240912-02:21:15 train_loss 572 model 8 0.013003492581607134
20240912-02:21:15 train_loss 572 model 5 0.013048343349961215
20240912-02:21:17 test_loss 572 model 8 0.007295069995103631
20240912-02:21:17 test_loss 572 model 5 0.010410316236902872
20240912-02:21:54 test_accuracy 572 model 8 nb_correct 749 / 809 (92.58%)
20240912-02:21:58 test_accuracy 572 model 5 nb_correct 669 / 785 (85.22%)
20240912-02:21:59 wrote ae_000.pth
20240912-02:22:00 wrote ae_001.pth
20240912-02:22:01 wrote ae_002.pth
20240912-02:22:01 wrote ae_003.pth
20240912-02:22:02 wrote ae_004.pth
20240912-02:22:03 wrote ae_005.pth
20240912-02:22:03 wrote ae_006.pth
20240912-02:22:04 wrote ae_007.pth
20240912-02:22:05 wrote ae_008.pth
20240912-02:22:05 wrote ae_009.pth
20240912-02:22:05 epoch_duration 2min53s next_finish 02:24:59
20240912-02:22:05 wrote state.pth
20240912-02:22:05 --- epoch 573 ----------------------------------------
20240912-02:22:05 current_test_accuracies 0.8953 0.8903 0.8921 0.9233 0.9097 0.8522 0.9219 0.9305 0.9258 0.8983
20240912-02:22:05 time_train=989 time_c_quizzes=11046
20240912-02:22:05 nb_c_quizzes 3382
20240912-02:22:05 training model 5 (accuracy 0.8522292971611023)
20240912-02:22:05 training model 1 (accuracy 0.8902900218963623)
20240912-02:24:09 train_loss 573 model 1 0.012874957882784656
20240912-02:24:09 train_loss 573 model 5 0.012615872655052953
20240912-02:24:10 test_loss 573 model 1 0.011486195950965339
20240912-02:24:10 test_loss 573 model 5 0.007951542065819694
20240912-02:24:49 test_accuracy 573 model 5 nb_correct 727 / 806 (90.20%)
20240912-02:24:55 test_accuracy 573 model 1 nb_correct 680 / 802 (84.79%)
20240912-02:24:56 wrote ae_000.pth
20240912-02:24:56 wrote ae_001.pth
20240912-02:24:57 wrote ae_002.pth
20240912-02:24:58 wrote ae_003.pth
20240912-02:24:58 wrote ae_004.pth
20240912-02:24:59 wrote ae_005.pth
20240912-02:25:00 wrote ae_006.pth
20240912-02:25:00 wrote ae_007.pth
20240912-02:25:01 wrote ae_008.pth
20240912-02:25:02 wrote ae_009.pth
20240912-02:25:02 epoch_duration 2min56s next_finish 02:27:58
20240912-02:25:02 wrote state.pth
20240912-02:25:02 --- epoch 574 ----------------------------------------
20240912-02:25:02 current_test_accuracies 0.8953 0.8479 0.8921 0.9233 0.9097 0.9020 0.9219 0.9305 0.9258 0.8983
20240912-02:25:02 time_train=1158 time_c_quizzes=11046
20240912-02:25:02 nb_c_quizzes 3382
20240912-02:25:02 training model 1 (accuracy 0.8478803038597107)
20240912-02:25:02 training model 2 (accuracy 0.8920953869819641)
20240912-02:27:05 train_loss 574 model 2 0.01336461426797905
20240912-02:27:05 train_loss 574 model 1 0.012907683904122677
20240912-02:27:07 test_loss 574 model 2 0.009520609272726688
20240912-02:27:07 test_loss 574 model 1 0.009022389993697288
20240912-02:27:45 test_accuracy 574 model 1 nb_correct 746 / 819 (91.09%)
20240912-02:27:47 test_accuracy 574 model 2 nb_correct 742 / 804 (92.29%)
20240912-02:27:48 wrote ae_000.pth
20240912-02:27:48 wrote ae_001.pth
20240912-02:27:49 wrote ae_002.pth
20240912-02:27:50 wrote ae_003.pth
20240912-02:27:50 wrote ae_004.pth
20240912-02:27:51 wrote ae_005.pth
20240912-02:27:52 wrote ae_006.pth
20240912-02:27:53 wrote ae_007.pth
20240912-02:27:53 wrote ae_008.pth
20240912-02:27:54 wrote ae_009.pth
20240912-02:27:54 epoch_duration 2min52s next_finish 02:30:46
20240912-02:27:54 wrote state.pth
20240912-02:27:54 --- epoch 575 ----------------------------------------
20240912-02:27:54 current_test_accuracies 0.8953 0.9109 0.9229 0.9233 0.9097 0.9020 0.9219 0.9305 0.9258 0.8983
20240912-02:27:54 time_train=1323 time_c_quizzes=11046
20240912-02:27:54 nb_c_quizzes 3382
20240912-02:27:54 training model 0 (accuracy 0.8952745795249939)
20240912-02:27:54 training model 9 (accuracy 0.8983481526374817)
20240912-02:29:57 train_loss 575 model 0 0.01323385137727746
20240912-02:29:58 train_loss 575 model 9 0.012813620805405662
20240912-02:29:59 test_loss 575 model 0 0.009238813298588866
20240912-02:29:59 test_loss 575 model 9 0.009929471995519634
20240912-02:30:40 test_accuracy 575 model 0 nb_correct 684 / 775 (88.26%)
20240912-02:30:42 test_accuracy 575 model 9 nb_correct 677 / 768 (88.15%)
20240912-02:30:43 wrote ae_000.pth
20240912-02:30:43 wrote ae_001.pth
20240912-02:30:44 wrote ae_002.pth
20240912-02:30:45 wrote ae_003.pth
20240912-02:30:45 wrote ae_004.pth
20240912-02:30:46 wrote ae_005.pth
20240912-02:30:47 wrote ae_006.pth
20240912-02:30:47 wrote ae_007.pth
20240912-02:30:48 wrote ae_008.pth
20240912-02:30:49 wrote ae_009.pth
20240912-02:30:49 epoch_duration 2min54s next_finish 02:33:44
20240912-02:30:49 wrote state.pth
20240912-02:30:49 --- epoch 576 ----------------------------------------
20240912-02:30:49 current_test_accuracies 0.8826 0.9109 0.9229 0.9233 0.9097 0.9020 0.9219 0.9305 0.9258 0.8815
20240912-02:30:49 time_train=1490 time_c_quizzes=11046
20240912-02:30:49 nb_c_quizzes 3382
20240912-02:30:49 training model 9 (accuracy 0.8815104365348816)
20240912-02:30:49 training model 0 (accuracy 0.8825806379318237)
20240912-02:32:52 train_loss 576 model 0 0.0131726588182064
20240912-02:32:52 train_loss 576 model 9 0.012246452048442734
20240912-02:32:54 test_loss 576 model 0 0.006776915829269115
20240912-02:32:54 test_loss 576 model 9 0.010244563394718399
20240912-02:33:32 test_accuracy 576 model 9 nb_correct 756 / 821 (92.08%)
20240912-02:33:33 test_accuracy 576 model 0 nb_correct 723 / 807 (89.59%)
20240912-02:33:33 wrote ae_000.pth
20240912-02:33:34 wrote ae_001.pth
20240912-02:33:35 wrote ae_002.pth
20240912-02:33:35 wrote ae_003.pth
20240912-02:33:36 wrote ae_004.pth
20240912-02:33:37 wrote ae_005.pth
20240912-02:33:37 wrote ae_006.pth
20240912-02:33:38 wrote ae_007.pth
20240912-02:33:39 wrote ae_008.pth
20240912-02:33:39 wrote ae_009.pth
20240912-02:33:39 epoch_duration 2min50s next_finish 02:36:30
20240912-02:33:39 wrote state.pth
20240912-02:33:39 --- epoch 577 ----------------------------------------
20240912-02:33:39 current_test_accuracies 0.8959 0.9109 0.9229 0.9233 0.9097 0.9020 0.9219 0.9305 0.9258 0.9208
20240912-02:33:39 time_train=1653 time_c_quizzes=11046
20240912-02:33:39 nb_c_quizzes 3382
20240912-02:33:39 training model 0 (accuracy 0.8959107995033264)
20240912-02:33:39 training model 5 (accuracy 0.9019851088523865)
20240912-02:35:43 train_loss 577 model 0 0.013045431814745826
20240912-02:35:43 train_loss 577 model 5 0.013536577222301276
20240912-02:35:45 test_loss 577 model 0 0.0077895575305319655
20240912-02:35:45 test_loss 577 model 5 0.011665602936864162
20240912-02:36:24 test_accuracy 577 model 0 nb_correct 734 / 798 (91.98%)
20240912-02:36:24 test_accuracy 577 model 5 nb_correct 714 / 807 (88.48%)
20240912-02:36:25 wrote ae_000.pth
20240912-02:36:25 wrote ae_001.pth
20240912-02:36:26 wrote ae_002.pth
20240912-02:36:27 wrote ae_003.pth
20240912-02:36:27 wrote ae_004.pth
20240912-02:36:28 wrote ae_005.pth
20240912-02:36:29 wrote ae_006.pth
20240912-02:36:29 wrote ae_007.pth
20240912-02:36:30 wrote ae_008.pth
20240912-02:36:31 wrote ae_009.pth
20240912-02:36:31 epoch_duration 2min51s next_finish 02:39:22
20240912-02:36:31 wrote state.pth
20240912-02:36:31 --- epoch 578 ----------------------------------------
20240912-02:36:31 current_test_accuracies 0.9198 0.9109 0.9229 0.9233 0.9097 0.8848 0.9219 0.9305 0.9258 0.9208
20240912-02:36:31 time_train=1817 time_c_quizzes=11046
20240912-02:36:31 nb_c_quizzes 3382
20240912-02:36:31 training model 5 (accuracy 0.8847583532333374)
20240912-02:36:31 training model 4 (accuracy 0.9096612334251404)
20240912-02:38:34 train_loss 578 model 5 0.013382978364883457
20240912-02:38:34 train_loss 578 model 4 0.01228691242809873
20240912-02:38:36 test_loss 578 model 5 0.007999214325059257
20240912-02:38:36 test_loss 578 model 4 0.0083895237482011
20240912-02:39:11 test_accuracy 578 model 4 nb_correct 722 / 805 (89.69%)
20240912-02:39:13 test_accuracy 578 model 5 nb_correct 757 / 821 (92.20%)
20240912-02:39:14 wrote ae_000.pth
20240912-02:39:15 wrote ae_001.pth
20240912-02:39:15 wrote ae_002.pth
20240912-02:39:16 wrote ae_003.pth
20240912-02:39:17 wrote ae_004.pth
20240912-02:39:17 wrote ae_005.pth
20240912-02:39:18 wrote ae_006.pth
20240912-02:39:19 wrote ae_007.pth
20240912-02:39:20 wrote ae_008.pth
20240912-02:39:20 wrote ae_009.pth
20240912-02:39:20 epoch_duration 2min49s next_finish 02:42:10
20240912-02:39:20 wrote state.pth
20240912-02:39:20 --- epoch 579 ----------------------------------------
20240912-02:39:20 current_test_accuracies 0.9198 0.9109 0.9229 0.9233 0.8969 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:39:20 time_train=1979 time_c_quizzes=11046
20240912-02:39:20 nb_c_quizzes 3382
20240912-02:39:20 training model 4 (accuracy 0.8968943953514099)
20240912-02:39:20 training model 1 (accuracy 0.910866916179657)
20240912-02:41:24 train_loss 579 model 4 0.011684710567718866
20240912-02:41:24 train_loss 579 model 1 0.012824671250426035
20240912-02:41:26 test_loss 579 model 4 0.00981524115331922
20240912-02:41:26 test_loss 579 model 1 0.0110517768367572
20240912-02:42:04 test_accuracy 579 model 1 nb_correct 700 / 791 (88.50%)
20240912-02:42:10 test_accuracy 579 model 4 nb_correct 719 / 797 (90.21%)
20240912-02:42:10 wrote ae_000.pth
20240912-02:42:11 wrote ae_001.pth
20240912-02:42:12 wrote ae_002.pth
20240912-02:42:12 wrote ae_003.pth
20240912-02:42:13 wrote ae_004.pth
20240912-02:42:14 wrote ae_005.pth
20240912-02:42:14 wrote ae_006.pth
20240912-02:42:15 wrote ae_007.pth
20240912-02:42:16 wrote ae_008.pth
20240912-02:42:16 wrote ae_009.pth
20240912-02:42:16 epoch_duration 2min56s next_finish 02:45:13
20240912-02:42:16 wrote state.pth
20240912-02:42:16 --- epoch 580 ----------------------------------------
20240912-02:42:16 current_test_accuracies 0.9198 0.8850 0.9229 0.9233 0.9021 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:42:16 time_train=2148 time_c_quizzes=11046
20240912-02:42:16 nb_c_quizzes 3382
20240912-02:42:16 training model 1 (accuracy 0.8849557638168335)
20240912-02:42:16 training model 4 (accuracy 0.9021329879760742)
20240912-02:44:20 train_loss 580 model 1 0.01293219487805618
20240912-02:44:20 train_loss 580 model 4 0.012942967392897117
20240912-02:44:21 test_loss 580 model 1 0.007949241992650968
20240912-02:44:22 test_loss 580 model 4 0.009639297363082732
20240912-02:44:57 test_accuracy 580 model 4 nb_correct 741 / 812 (91.26%)
20240912-02:45:00 test_accuracy 580 model 1 nb_correct 690 / 794 (86.90%)
20240912-02:45:00 wrote ae_000.pth
20240912-02:45:01 wrote ae_001.pth
20240912-02:45:02 wrote ae_002.pth
20240912-02:45:02 wrote ae_003.pth
20240912-02:45:03 wrote ae_004.pth
20240912-02:45:04 wrote ae_005.pth
20240912-02:45:05 wrote ae_006.pth
20240912-02:45:05 wrote ae_007.pth
20240912-02:45:06 wrote ae_008.pth
20240912-02:45:07 wrote ae_009.pth
20240912-02:45:07 epoch_duration 2min50s next_finish 02:47:57
20240912-02:45:07 wrote state.pth
20240912-02:45:07 --- epoch 581 ----------------------------------------
20240912-02:45:07 current_test_accuracies 0.9198 0.8690 0.9229 0.9233 0.9126 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:45:07 time_train=2311 time_c_quizzes=11046
20240912-02:45:07 nb_c_quizzes 3382
20240912-02:45:07 training model 1 (accuracy 0.8690176606178284)
20240912-02:45:07 training model 4 (accuracy 0.9125615954399109)
20240912-02:47:10 train_loss 581 model 1 0.012549445438453403
20240912-02:47:10 train_loss 581 model 4 0.011871628826374945
20240912-02:47:11 test_loss 581 model 1 0.009533651280094091
20240912-02:47:12 test_loss 581 model 4 0.007768649919603377
20240912-02:47:49 test_accuracy 581 model 1 nb_correct 730 / 804 (90.80%)
20240912-02:47:51 test_accuracy 581 model 4 nb_correct 712 / 795 (89.56%)
20240912-02:47:52 wrote ae_000.pth
20240912-02:47:53 wrote ae_001.pth
20240912-02:47:53 wrote ae_002.pth
20240912-02:47:54 wrote ae_003.pth
20240912-02:47:55 wrote ae_004.pth
20240912-02:47:55 wrote ae_005.pth
20240912-02:47:56 wrote ae_006.pth
20240912-02:47:57 wrote ae_007.pth
20240912-02:47:57 wrote ae_008.pth
20240912-02:47:58 wrote ae_009.pth
20240912-02:47:58 epoch_duration 2min51s next_finish 02:50:50
20240912-02:47:58 wrote state.pth
20240912-02:47:58 --- epoch 582 ----------------------------------------
20240912-02:47:58 current_test_accuracies 0.9198 0.9080 0.9229 0.9233 0.8956 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:47:58 time_train=2475 time_c_quizzes=11046
20240912-02:47:58 nb_c_quizzes 3382
20240912-02:47:58 training model 4 (accuracy 0.8955974578857422)
20240912-02:47:58 training model 1 (accuracy 0.9079601764678955)
20240912-02:50:02 train_loss 582 model 4 0.01279747102877809
20240912-02:50:02 train_loss 582 model 1 0.012419610466764425
20240912-02:50:03 test_loss 582 model 4 0.011085202149479301
20240912-02:50:03 test_loss 582 model 1 0.009901803938919328
20240912-02:50:39 test_accuracy 582 model 4 nb_correct 728 / 802 (90.77%)
20240912-02:50:40 test_accuracy 582 model 1 nb_correct 717 / 791 (90.64%)
20240912-02:50:40 wrote ae_000.pth
20240912-02:50:41 wrote ae_001.pth
20240912-02:50:42 wrote ae_002.pth
20240912-02:50:42 wrote ae_003.pth
20240912-02:50:43 wrote ae_004.pth
20240912-02:50:44 wrote ae_005.pth
20240912-02:50:45 wrote ae_006.pth
20240912-02:50:45 wrote ae_007.pth
20240912-02:50:46 wrote ae_008.pth
20240912-02:50:47 wrote ae_009.pth
20240912-02:50:47 epoch_duration 2min48s next_finish 02:53:35
20240912-02:50:47 wrote state.pth
20240912-02:50:47 --- epoch 583 ----------------------------------------
20240912-02:50:47 current_test_accuracies 0.9198 0.9064 0.9229 0.9233 0.9077 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:50:47 time_train=2636 time_c_quizzes=11046
20240912-02:50:47 nb_c_quizzes 3382
20240912-02:50:47 training model 1 (accuracy 0.9064475297927856)
20240912-02:50:47 training model 4 (accuracy 0.9077306985855103)
20240912-02:52:50 train_loss 583 model 1 0.01306167427575565
20240912-02:52:50 train_loss 583 model 4 0.0121832345072944
20240912-02:52:52 test_loss 583 model 1 0.00704028406667021
20240912-02:52:52 test_loss 583 model 4 0.00888214002308132
20240912-02:53:28 test_accuracy 583 model 1 nb_correct 731 / 793 (92.18%)
20240912-02:53:30 test_accuracy 583 model 4 nb_correct 747 / 815 (91.66%)
20240912-02:53:31 wrote ae_000.pth
20240912-02:53:32 wrote ae_001.pth
20240912-02:53:33 wrote ae_002.pth
20240912-02:53:33 wrote ae_003.pth
20240912-02:53:34 wrote ae_004.pth
20240912-02:53:35 wrote ae_005.pth
20240912-02:53:35 wrote ae_006.pth
20240912-02:53:36 wrote ae_007.pth
20240912-02:53:37 wrote ae_008.pth
20240912-02:53:37 wrote ae_009.pth
20240912-02:53:37 epoch_duration 2min50s next_finish 02:56:28
20240912-02:53:37 wrote state.pth
20240912-02:53:37 --- epoch 584 ----------------------------------------
20240912-02:53:37 current_test_accuracies 0.9198 0.9218 0.9229 0.9233 0.9166 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:53:37 time_train=2799 time_c_quizzes=11046
20240912-02:53:37 nb_c_quizzes 3382
20240912-02:53:37 training model 4 (accuracy 0.916564404964447)
20240912-02:53:37 training model 0 (accuracy 0.9197995066642761)
20240912-02:55:41 train_loss 584 model 4 0.012125262786630628
20240912-02:55:41 train_loss 584 model 0 0.011685455173050287
20240912-02:55:42 test_loss 584 model 4 0.007945961802488456
20240912-02:55:43 test_loss 584 model 0 0.008723355079928297
20240912-02:56:22 test_accuracy 584 model 4 nb_correct 712 / 793 (89.79%)
20240912-02:56:22 test_accuracy 584 model 0 nb_correct 725 / 781 (92.83%)
20240912-02:56:23 wrote ae_000.pth
20240912-02:56:24 wrote ae_001.pth
20240912-02:56:25 wrote ae_002.pth
20240912-02:56:25 wrote ae_003.pth
20240912-02:56:26 wrote ae_004.pth
20240912-02:56:27 wrote ae_005.pth
20240912-02:56:27 wrote ae_006.pth
20240912-02:56:28 wrote ae_007.pth
20240912-02:56:29 wrote ae_008.pth
20240912-02:56:29 wrote ae_009.pth
20240912-02:56:29 epoch_duration 2min52s next_finish 02:59:21
20240912-02:56:29 wrote state.pth
20240912-02:56:29 --- epoch 585 ----------------------------------------
20240912-02:56:29 current_test_accuracies 0.9283 0.9218 0.9229 0.9233 0.8979 0.9220 0.9219 0.9305 0.9258 0.9208
20240912-02:56:29 time_train=2964 time_c_quizzes=11046
20240912-02:56:29 nb_c_quizzes 3382
20240912-02:56:29 training model 4 (accuracy 0.8978562355041504)
20240912-02:56:29 training model 9 (accuracy 0.9208282828330994)
20240912-02:58:33 train_loss 585 model 4 0.012560324410012981
20240912-02:58:33 train_loss 585 model 9 0.01285494951394503
20240912-02:58:35 test_loss 585 model 4 0.007801777414715616
20240912-02:58:35 test_loss 585 model 9 0.007071904074700796
20240912-02:59:10 test_accuracy 585 model 4 nb_correct 729 / 792 (92.05%)
20240912-02:59:12 test_accuracy 585 model 9 nb_correct 737 / 809 (91.10%)
20240912-02:59:13 wrote ae_000.pth
20240912-02:59:13 wrote ae_001.pth
20240912-02:59:14 wrote ae_002.pth
20240912-02:59:15 wrote ae_003.pth
20240912-02:59:15 wrote ae_004.pth
20240912-02:59:16 wrote ae_005.pth
20240912-02:59:17 wrote ae_006.pth
20240912-02:59:17 wrote ae_007.pth
20240912-02:59:18 wrote ae_008.pth
20240912-02:59:19 wrote ae_009.pth
20240912-02:59:19 epoch_duration 2min49s next_finish 03:02:08
20240912-02:59:19 wrote state.pth
20240912-02:59:19 --- epoch 586 ----------------------------------------
20240912-02:59:19 current_test_accuracies 0.9283 0.9218 0.9229 0.9233 0.9205 0.9220 0.9219 0.9305 0.9258 0.9110
20240912-02:59:19 time_train=3126 time_c_quizzes=11046
20240912-02:59:19 nb_c_quizzes 3382
20240912-02:59:19 training model 9 (accuracy 0.9110012650489807)
20240912-02:59:19 training model 4 (accuracy 0.9204545617103577)
20240912-03:01:22 train_loss 586 model 4 0.011736984638751892
20240912-03:01:22 train_loss 586 model 9 0.01302458749042853
20240912-03:01:24 test_loss 586 model 4 0.009574363460251334
20240912-03:01:24 test_loss 586 model 9 0.010513078993881209
20240912-03:02:02 test_accuracy 586 model 4 nb_correct 738 / 806 (91.56%)
20240912-03:02:06 test_accuracy 586 model 9 nb_correct 719 / 801 (89.76%)
20240912-03:02:07 wrote ae_000.pth
20240912-03:02:07 wrote ae_001.pth
20240912-03:02:08 wrote ae_002.pth
20240912-03:02:09 wrote ae_003.pth
20240912-03:02:09 wrote ae_004.pth
20240912-03:02:10 wrote ae_005.pth
20240912-03:02:11 wrote ae_006.pth
20240912-03:02:12 wrote ae_007.pth
20240912-03:02:12 wrote ae_008.pth
20240912-03:02:13 wrote ae_009.pth
20240912-03:02:13 epoch_duration 2min54s next_finish 03:05:07
20240912-03:02:13 wrote state.pth
20240912-03:02:13 --- epoch 587 ----------------------------------------
20240912-03:02:13 current_test_accuracies 0.9283 0.9218 0.9229 0.9233 0.9156 0.9220 0.9219 0.9305 0.9258 0.8976
20240912-03:02:13 time_train=3293 time_c_quizzes=11046
20240912-03:02:13 nb_c_quizzes 3382
20240912-03:02:13 training model 9 (accuracy 0.8976279497146606)
20240912-03:02:13 training model 4 (accuracy 0.9156327247619629)
20240912-03:04:17 train_loss 587 model 9 0.01302226787093241
20240912-03:04:17 train_loss 587 model 4 0.012311993430254006
20240912-03:04:18 test_loss 587 model 9 0.007220209878778405
20240912-03:04:18 test_loss 587 model 4 0.009602867343772914
20240912-03:04:51 test_accuracy 587 model 4 nb_correct 766 / 824 (92.96%)
20240912-03:04:54 test_accuracy 587 model 9 nb_correct 744 / 804 (92.54%)
20240912-03:04:55 wrote ae_000.pth
20240912-03:04:55 wrote ae_001.pth
20240912-03:04:56 wrote ae_002.pth
20240912-03:04:57 wrote ae_003.pth
20240912-03:04:57 wrote ae_004.pth
20240912-03:04:58 wrote ae_005.pth
20240912-03:04:59 wrote ae_006.pth
20240912-03:04:59 wrote ae_007.pth
20240912-03:05:00 wrote ae_008.pth
20240912-03:05:01 wrote ae_009.pth
20240912-03:05:01 epoch_duration 2min47s next_finish 03:07:49
20240912-03:05:01 wrote state.pth
20240912-03:05:01 --- epoch 588 ----------------------------------------
20240912-03:05:01 current_test_accuracies 0.9283 0.9218 0.9229 0.9233 0.9296 0.9220 0.9219 0.9305 0.9258 0.9254
20240912-03:05:01 time_train=3454 time_c_quizzes=11046
20240912-03:05:01 nb_c_quizzes 3382
20240912-03:05:01 training model 1 (accuracy 0.9218158721923828)
20240912-03:05:01 training model 6 (accuracy 0.921933114528656)
20240912-03:07:04 train_loss 588 model 1 0.013232770215690835
20240912-03:07:04 train_loss 588 model 6 0.012876366477383272
20240912-03:07:06 test_loss 588 model 1 0.010784551276577759
20240912-03:07:06 test_loss 588 model 6 0.008194737465629487
20240912-03:07:42 test_accuracy 588 model 6 nb_correct 708 / 805 (87.95%)
20240912-03:07:44 test_accuracy 588 model 1 nb_correct 736 / 802 (91.77%)
20240912-03:07:45 wrote ae_000.pth
20240912-03:07:46 wrote ae_001.pth
20240912-03:07:46 wrote ae_002.pth
20240912-03:07:47 wrote ae_003.pth
20240912-03:07:48 wrote ae_004.pth
20240912-03:07:49 wrote ae_005.pth
20240912-03:07:49 wrote ae_006.pth
20240912-03:07:50 wrote ae_007.pth
20240912-03:07:51 wrote ae_008.pth
20240912-03:07:51 wrote ae_009.pth
20240912-03:07:51 epoch_duration 2min50s next_finish 03:10:42
20240912-03:07:51 wrote state.pth
20240912-03:07:51 --- epoch 589 ----------------------------------------
20240912-03:07:51 current_test_accuracies 0.9283 0.9177 0.9229 0.9233 0.9296 0.9220 0.8795 0.9305 0.9258 0.9254
20240912-03:07:51 time_train=3617 time_c_quizzes=11046
20240912-03:07:51 nb_c_quizzes 3382
20240912-03:07:51 training model 6 (accuracy 0.8795031309127808)
20240912-03:07:51 training model 1 (accuracy 0.9177057147026062)
20240912-03:09:55 train_loss 589 model 1 0.011994642389088768
20240912-03:09:55 train_loss 589 model 6 0.012713000036826998
20240912-03:09:56 test_loss 589 model 1 0.007243649244031758
20240912-03:09:56 test_loss 589 model 6 0.00911810723337112
20240912-03:10:36 test_accuracy 589 model 1 nb_correct 741 / 804 (92.16%)
20240912-03:10:39 test_accuracy 589 model 6 nb_correct 721 / 788 (91.50%)
20240912-03:10:39 wrote ae_000.pth
20240912-03:10:40 wrote ae_001.pth
20240912-03:10:41 wrote ae_002.pth
20240912-03:10:42 wrote ae_003.pth
20240912-03:10:42 wrote ae_004.pth
20240912-03:10:43 wrote ae_005.pth
20240912-03:10:44 wrote ae_006.pth
20240912-03:10:44 wrote ae_007.pth
20240912-03:10:45 wrote ae_008.pth
20240912-03:10:46 wrote ae_009.pth
20240912-03:10:46 epoch_duration 2min54s next_finish 03:13:40
20240912-03:10:46 wrote state.pth
20240912-03:10:46 --- epoch 590 ----------------------------------------
20240912-03:10:46 current_test_accuracies 0.9283 0.9216 0.9229 0.9233 0.9296 0.9220 0.9150 0.9305 0.9258 0.9254
20240912-03:10:46 time_train=3784 time_c_quizzes=11046
20240912-03:10:46 nb_c_quizzes 3382
20240912-03:10:46 training model 6 (accuracy 0.9149746298789978)
20240912-03:10:46 training model 1 (accuracy 0.9216417670249939)
20240912-03:12:49 train_loss 590 model 6 0.01248385879615671
20240912-03:12:49 train_loss 590 model 1 0.01251783536014409
20240912-03:12:51 test_loss 590 model 6 0.007852464076881916
20240912-03:12:51 test_loss 590 model 1 0.01169393156683327
20240912-03:13:26 test_accuracy 590 model 6 nb_correct 737 / 800 (92.12%)
20240912-03:13:30 test_accuracy 590 model 1 nb_correct 714 / 802 (89.03%)
20240912-03:13:31 wrote ae_000.pth
20240912-03:13:32 wrote ae_001.pth
20240912-03:13:32 wrote ae_002.pth
20240912-03:13:33 wrote ae_003.pth
20240912-03:13:34 wrote ae_004.pth
20240912-03:13:35 wrote ae_005.pth
20240912-03:13:35 wrote ae_006.pth
20240912-03:13:36 wrote ae_007.pth
20240912-03:13:37 wrote ae_008.pth
20240912-03:13:37 wrote ae_009.pth
20240912-03:13:37 epoch_duration 2min51s next_finish 03:16:29
20240912-03:13:37 wrote state.pth
20240912-03:13:37 --- epoch 591 ----------------------------------------
20240912-03:13:37 current_test_accuracies 0.9283 0.8903 0.9229 0.9233 0.9296 0.9220 0.9212 0.9305 0.9258 0.9254
20240912-03:13:37 time_train=3948 time_c_quizzes=11046
20240912-03:13:37 nb_c_quizzes 3382
20240912-03:13:37 training model 1 (accuracy 0.8902742862701416)
20240912-03:13:37 training model 6 (accuracy 0.9212499856948853)
20240912-03:15:41 train_loss 591 model 6 0.012399115794069075
20240912-03:15:41 train_loss 591 model 1 0.011911837082589045
20240912-03:15:42 test_loss 591 model 6 0.011410115085948292
20240912-03:15:42 test_loss 591 model 1 0.008207511258660816
20240912-03:16:17 test_accuracy 591 model 6 nb_correct 742 / 820 (90.49%)
20240912-03:16:22 test_accuracy 591 model 1 nb_correct 724 / 811 (89.27%)
20240912-03:16:23 wrote ae_000.pth
20240912-03:16:24 wrote ae_001.pth
20240912-03:16:24 wrote ae_002.pth
20240912-03:16:25 wrote ae_003.pth
20240912-03:16:26 wrote ae_004.pth
20240912-03:16:26 wrote ae_005.pth
20240912-03:16:27 wrote ae_006.pth
20240912-03:16:28 wrote ae_007.pth
20240912-03:16:28 wrote ae_008.pth
20240912-03:16:29 wrote ae_009.pth
20240912-03:16:29 epoch_duration 2min51s next_finish 03:19:21
20240912-03:16:29 wrote state.pth
20240912-03:16:29 --- epoch 592 ----------------------------------------
20240912-03:16:29 current_test_accuracies 0.9283 0.8927 0.9229 0.9233 0.9296 0.9220 0.9049 0.9305 0.9258 0.9254
20240912-03:16:29 time_train=4112 time_c_quizzes=11046
20240912-03:16:29 nb_c_quizzes 3382
20240912-03:16:29 training model 1 (accuracy 0.8927250504493713)
20240912-03:16:29 training model 6 (accuracy 0.9048780202865601)
20240912-03:18:33 train_loss 592 model 6 0.012900067682596272
20240912-03:18:33 train_loss 592 model 1 0.012029360847176577
20240912-03:18:34 test_loss 592 model 6 0.006935011248242517
20240912-03:18:34 test_loss 592 model 1 0.011228248298903055
20240912-03:19:10 test_accuracy 592 model 6 nb_correct 733 / 794 (92.32%)
20240912-03:19:12 test_accuracy 592 model 1 nb_correct 737 / 793 (92.94%)
20240912-03:19:13 wrote ae_000.pth
20240912-03:19:13 wrote ae_001.pth
20240912-03:19:14 wrote ae_002.pth
20240912-03:19:15 wrote ae_003.pth
20240912-03:19:15 wrote ae_004.pth
20240912-03:19:16 wrote ae_005.pth
20240912-03:19:17 wrote ae_006.pth
20240912-03:19:17 wrote ae_007.pth
20240912-03:19:18 wrote ae_008.pth
20240912-03:19:19 wrote ae_009.pth
20240912-03:19:19 epoch_duration 2min49s next_finish 03:22:09
20240912-03:19:19 wrote state.pth
20240912-03:19:19 --- epoch 593 ----------------------------------------
20240912-03:19:19 current_test_accuracies 0.9283 0.9294 0.9229 0.9233 0.9296 0.9220 0.9232 0.9305 0.9258 0.9254
20240912-03:19:19 time_train=4274 time_c_quizzes=11046
20240912-03:19:19 nb_c_quizzes 3382
20240912-03:19:19 training model 5 (accuracy 0.9220463037490845)
20240912-03:19:19 training model 2 (accuracy 0.9228855967521667)
20240912-03:21:22 train_loss 593 model 2 0.012896992313726515
20240912-03:21:22 train_loss 593 model 5 0.013100428433474007
20240912-03:21:24 test_loss 593 model 2 0.006205459079660613
20240912-03:21:24 test_loss 593 model 5 0.01000747321964468
20240912-03:21:59 test_accuracy 593 model 2 nb_correct 730 / 793 (92.06%)
20240912-03:22:00 test_accuracy 593 model 5 nb_correct 736 / 795 (92.58%)
20240912-03:22:01 wrote ae_000.pth
20240912-03:22:01 wrote ae_001.pth
20240912-03:22:02 wrote ae_002.pth
20240912-03:22:03 wrote ae_003.pth
20240912-03:22:03 wrote ae_004.pth
20240912-03:22:04 wrote ae_005.pth
20240912-03:22:05 wrote ae_006.pth
20240912-03:22:05 wrote ae_007.pth
20240912-03:22:06 wrote ae_008.pth
20240912-03:22:07 wrote ae_009.pth
20240912-03:22:07 epoch_duration 2min47s next_finish 03:24:55
20240912-03:22:07 wrote state.pth
20240912-03:22:07 --- epoch 594 ----------------------------------------
20240912-03:22:07 current_test_accuracies 0.9283 0.9294 0.9206 0.9233 0.9296 0.9258 0.9232 0.9305 0.9258 0.9254
20240912-03:22:07 time_train=4435 time_c_quizzes=11046
20240912-03:22:07 nb_c_quizzes 3382
20240912-03:22:07 training model 2 (accuracy 0.9205548763275146)
20240912-03:22:07 training model 6 (accuracy 0.9231737852096558)
20240912-03:24:10 train_loss 594 model 6 0.012816336147436231
20240912-03:24:10 train_loss 594 model 2 0.012956624329061014
20240912-03:24:12 test_loss 594 model 6 0.007384785714907594
20240912-03:24:12 test_loss 594 model 2 0.0072191622894933975
20240912-03:24:45 test_accuracy 594 model 6 nb_correct 721 / 816 (88.36%)
20240912-03:24:49 test_accuracy 594 model 2 nb_correct 740 / 805 (91.93%)
20240912-03:24:50 wrote ae_000.pth
20240912-03:24:50 wrote ae_001.pth
20240912-03:24:51 wrote ae_002.pth
20240912-03:24:52 wrote ae_003.pth
20240912-03:24:52 wrote ae_004.pth
20240912-03:24:53 wrote ae_005.pth
20240912-03:24:54 wrote ae_006.pth
20240912-03:24:55 wrote ae_007.pth
20240912-03:24:55 wrote ae_008.pth
20240912-03:24:56 wrote ae_009.pth
20240912-03:24:56 epoch_duration 2min49s next_finish 03:27:45
20240912-03:24:56 wrote state.pth
20240912-03:24:56 --- epoch 595 ----------------------------------------
20240912-03:24:56 current_test_accuracies 0.9283 0.9294 0.9193 0.9233 0.9296 0.9258 0.8836 0.9305 0.9258 0.9254
20240912-03:24:56 time_train=4597 time_c_quizzes=11046
20240912-03:24:56 nb_c_quizzes 3382
20240912-03:24:56 training model 6 (accuracy 0.8835784196853638)
20240912-03:24:56 training model 2 (accuracy 0.9192546606063843)
20240912-03:26:59 train_loss 595 model 2 0.012839560762895417
20240912-03:26:59 train_loss 595 model 6 0.012007733196383924
20240912-03:27:01 test_loss 595 model 2 0.010405416640173826
20240912-03:27:01 test_loss 595 model 6 0.007110644156153967
20240912-03:27:38 test_accuracy 595 model 6 nb_correct 770 / 816 (94.36%)
20240912-03:27:42 test_accuracy 595 model 2 nb_correct 721 / 790 (91.27%)
20240912-03:27:42 wrote ae_000.pth
20240912-03:27:43 wrote ae_001.pth
20240912-03:27:44 wrote ae_002.pth
20240912-03:27:44 wrote ae_003.pth
20240912-03:27:45 wrote ae_004.pth
20240912-03:27:46 wrote ae_005.pth
20240912-03:27:46 wrote ae_006.pth
20240912-03:27:47 wrote ae_007.pth
20240912-03:27:48 wrote ae_008.pth
20240912-03:27:48 wrote ae_009.pth
20240912-03:27:48 epoch_duration 2min52s next_finish 03:30:41
20240912-03:27:48 wrote state.pth
20240912-03:27:48 --- epoch 596 ----------------------------------------
20240912-03:27:48 current_test_accuracies 0.9283 0.9294 0.9127 0.9233 0.9296 0.9258 0.9436 0.9305 0.9258 0.9254
20240912-03:27:48 time_train=4762 time_c_quizzes=11046
20240912-03:27:48 nb_c_quizzes 3382
20240912-03:27:48 training model 2 (accuracy 0.9126582145690918)
20240912-03:27:48 training model 3 (accuracy 0.9232704639434814)
20240912-03:29:52 train_loss 596 model 3 0.012229500522953457
20240912-03:29:52 train_loss 596 model 2 0.012933299498487032
20240912-03:29:53 test_loss 596 model 3 0.007423344831227041
20240912-03:29:53 test_loss 596 model 2 0.007812187924901082
20240912-03:30:29 test_accuracy 596 model 3 nb_correct 765 / 818 (93.52%)
20240912-03:30:32 test_accuracy 596 model 2 nb_correct 725 / 773 (93.79%)
20240912-03:30:33 wrote ae_000.pth
20240912-03:30:33 wrote ae_001.pth
20240912-03:30:34 wrote ae_002.pth
20240912-03:30:35 wrote ae_003.pth
20240912-03:30:36 wrote ae_004.pth
20240912-03:30:36 wrote ae_005.pth
20240912-03:30:37 wrote ae_006.pth
20240912-03:30:38 wrote ae_007.pth
20240912-03:30:38 wrote ae_008.pth
20240912-03:30:39 wrote ae_009.pth
20240912-03:30:39 epoch_duration 2min50s next_finish 03:33:30
20240912-03:30:39 wrote state.pth
20240912-03:30:39 --- epoch 597 ----------------------------------------
20240912-03:30:39 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9258 0.9436 0.9305 0.9258 0.9254
20240912-03:30:39 time_train=4925 time_c_quizzes=11046
20240912-03:30:39 nb_c_quizzes 3382
20240912-03:30:39 training model 9 (accuracy 0.9253731369972229)
20240912-03:30:39 training model 5 (accuracy 0.9257861375808716)
20240912-03:32:42 train_loss 597 model 9 0.012759579311472407
20240912-03:32:43 train_loss 597 model 5 0.011970249931531726
20240912-03:32:44 test_loss 597 model 9 0.008008967789919552
20240912-03:32:44 test_loss 597 model 5 0.008557236378027255
20240912-03:33:21 test_accuracy 597 model 5 nb_correct 764 / 816 (93.63%)
20240912-03:33:27 test_accuracy 597 model 9 nb_correct 740 / 820 (90.24%)
20240912-03:33:27 wrote ae_000.pth
20240912-03:33:28 wrote ae_001.pth
20240912-03:33:29 wrote ae_002.pth
20240912-03:33:29 wrote ae_003.pth
20240912-03:33:30 wrote ae_004.pth
20240912-03:33:31 wrote ae_005.pth
20240912-03:33:31 wrote ae_006.pth
20240912-03:33:32 wrote ae_007.pth
20240912-03:33:33 wrote ae_008.pth
20240912-03:33:33 wrote ae_009.pth
20240912-03:33:33 epoch_duration 2min54s next_finish 03:36:28
20240912-03:33:33 wrote state.pth
20240912-03:33:33 --- epoch 598 ----------------------------------------
20240912-03:33:33 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9258 0.9024
20240912-03:33:33 time_train=5092 time_c_quizzes=11046
20240912-03:33:33 nb_c_quizzes 3382
20240912-03:33:33 training model 9 (accuracy 0.9024389982223511)
20240912-03:33:33 training model 8 (accuracy 0.9258343577384949)
20240912-03:35:37 train_loss 598 model 9 0.01319439031809452
20240912-03:35:37 train_loss 598 model 8 0.012722348143521231
20240912-03:35:38 test_loss 598 model 9 0.008750959172903094
20240912-03:35:38 test_loss 598 model 8 0.007451964303231762
20240912-03:36:15 test_accuracy 598 model 8 nb_correct 745 / 804 (92.66%)
20240912-03:36:21 test_accuracy 598 model 9 nb_correct 705 / 790 (89.24%)
20240912-03:36:21 wrote ae_000.pth
20240912-03:36:22 wrote ae_001.pth
20240912-03:36:23 wrote ae_002.pth
20240912-03:36:23 wrote ae_003.pth
20240912-03:36:24 wrote ae_004.pth
20240912-03:36:25 wrote ae_005.pth
20240912-03:36:25 wrote ae_006.pth
20240912-03:36:26 wrote ae_007.pth
20240912-03:36:27 wrote ae_008.pth
20240912-03:36:27 wrote ae_009.pth
20240912-03:36:27 epoch_duration 2min54s next_finish 03:39:22
20240912-03:36:27 wrote state.pth
20240912-03:36:27 --- epoch 599 ----------------------------------------
20240912-03:36:27 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9266 0.8924
20240912-03:36:27 time_train=5259 time_c_quizzes=11046
20240912-03:36:27 nb_c_quizzes 3382
20240912-03:36:27 training model 9 (accuracy 0.892405092716217)
20240912-03:36:27 training model 8 (accuracy 0.926616907119751)
20240912-03:38:31 train_loss 599 model 8 0.012278877963093692
20240912-03:38:31 train_loss 599 model 9 0.012482294922920118
20240912-03:38:32 test_loss 599 model 8 0.007198118378073559
20240912-03:38:32 test_loss 599 model 9 0.010333527463819792
20240912-03:39:10 test_accuracy 599 model 9 nb_correct 736 / 798 (92.23%)
20240912-03:39:10 test_accuracy 599 model 8 nb_correct 725 / 792 (91.54%)
20240912-03:39:11 wrote ae_000.pth
20240912-03:39:12 wrote ae_001.pth
20240912-03:39:12 wrote ae_002.pth
20240912-03:39:13 wrote ae_003.pth
20240912-03:39:14 wrote ae_004.pth
20240912-03:39:14 wrote ae_005.pth
20240912-03:39:15 wrote ae_006.pth
20240912-03:39:16 wrote ae_007.pth
20240912-03:39:17 wrote ae_008.pth
20240912-03:39:17 wrote ae_009.pth
20240912-03:39:17 epoch_duration 2min49s next_finish 03:42:07
20240912-03:39:17 wrote state.pth
20240912-03:39:17 --- epoch 600 ----------------------------------------
20240912-03:39:17 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9154 0.9223
20240912-03:39:17 time_train=5421 time_c_quizzes=11046
20240912-03:39:17 nb_c_quizzes 3382
20240912-03:39:17 training model 8 (accuracy 0.9154040217399597)
20240912-03:39:17 training model 9 (accuracy 0.9223057627677917)
20240912-03:41:21 train_loss 600 model 9 0.012690460968995466
20240912-03:41:21 train_loss 600 model 8 0.01258214004884212
20240912-03:41:23 test_loss 600 model 9 0.008703782890825096
20240912-03:41:23 test_loss 600 model 8 0.0071861140481701115
20240912-03:42:03 test_accuracy 600 model 9 nb_correct 748 / 813 (92.00%)
20240912-03:42:03 test_accuracy 600 model 8 nb_correct 730 / 797 (91.59%)
20240912-03:42:04 wrote ae_000.pth
20240912-03:42:05 wrote ae_001.pth
20240912-03:42:05 wrote ae_002.pth
20240912-03:42:06 wrote ae_003.pth
20240912-03:42:07 wrote ae_004.pth
20240912-03:42:07 wrote ae_005.pth
20240912-03:42:08 wrote ae_006.pth
20240912-03:42:09 wrote ae_007.pth
20240912-03:42:09 wrote ae_008.pth
20240912-03:42:10 wrote ae_009.pth
20240912-03:42:10 epoch_duration 2min52s next_finish 03:45:03
20240912-03:42:10 wrote state.pth
20240912-03:42:10 --- epoch 601 ----------------------------------------
20240912-03:42:10 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9159 0.9200
20240912-03:42:10 time_train=5587 time_c_quizzes=11046
20240912-03:42:10 nb_c_quizzes 3382
20240912-03:42:10 training model 8 (accuracy 0.9159347414970398)
20240912-03:42:10 training model 9 (accuracy 0.9200491905212402)
20240912-03:44:13 train_loss 601 model 8 0.012773472600561945
20240912-03:44:14 train_loss 601 model 9 0.012943768192419157
20240912-03:44:15 test_loss 601 model 8 0.01015334511639594
20240912-03:44:15 test_loss 601 model 9 0.009186483756047891
20240912-03:44:53 test_accuracy 601 model 8 nb_correct 727 / 793 (91.68%)
20240912-03:44:53 test_accuracy 601 model 9 nb_correct 729 / 790 (92.28%)
20240912-03:44:54 wrote ae_000.pth
20240912-03:44:55 wrote ae_001.pth
20240912-03:44:55 wrote ae_002.pth
20240912-03:44:56 wrote ae_003.pth
20240912-03:44:57 wrote ae_004.pth
20240912-03:44:57 wrote ae_005.pth
20240912-03:44:58 wrote ae_006.pth
20240912-03:44:58 wrote ae_007.pth
20240912-03:44:59 wrote ae_008.pth
20240912-03:45:00 wrote ae_009.pth
20240912-03:45:00 epoch_duration 2min49s next_finish 03:47:50
20240912-03:45:00 wrote state.pth
20240912-03:45:00 --- epoch 602 ----------------------------------------
20240912-03:45:00 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9168 0.9228
20240912-03:45:00 time_train=5750 time_c_quizzes=11046
20240912-03:45:00 nb_c_quizzes 3382
20240912-03:45:00 training model 8 (accuracy 0.9167717695236206)
20240912-03:45:00 training model 9 (accuracy 0.9227848052978516)
20240912-03:47:03 train_loss 602 model 9 0.01233024945894431
20240912-03:47:03 train_loss 602 model 8 0.012043077433118015
20240912-03:47:05 test_loss 602 model 9 0.008967760404084401
20240912-03:47:05 test_loss 602 model 8 0.00946134061330497
20240912-03:47:39 test_accuracy 602 model 8 nb_correct 728 / 785 (92.74%)
20240912-03:47:48 test_accuracy 602 model 9 nb_correct 719 / 799 (89.99%)
20240912-03:47:49 wrote ae_000.pth
20240912-03:47:49 wrote ae_001.pth
20240912-03:47:50 wrote ae_002.pth
20240912-03:47:51 wrote ae_003.pth
20240912-03:47:51 wrote ae_004.pth
20240912-03:47:52 wrote ae_005.pth
20240912-03:47:53 wrote ae_006.pth
20240912-03:47:53 wrote ae_007.pth
20240912-03:47:54 wrote ae_008.pth
20240912-03:47:55 wrote ae_009.pth
20240912-03:47:55 epoch_duration 2min54s next_finish 03:50:50
20240912-03:47:55 wrote state.pth
20240912-03:47:55 --- epoch 603 ----------------------------------------
20240912-03:47:55 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9274 0.8999
20240912-03:47:55 time_train=5917 time_c_quizzes=11046
20240912-03:47:55 nb_c_quizzes 3382
20240912-03:47:55 training model 9 (accuracy 0.8998748660087585)
20240912-03:47:55 training model 8 (accuracy 0.9273885488510132)
20240912-03:49:58 train_loss 603 model 8 0.012575113343875273
20240912-03:49:58 train_loss 603 model 9 0.012977135979555897
20240912-03:50:00 test_loss 603 model 8 0.009784603865489317
20240912-03:50:00 test_loss 603 model 9 0.006553625837108256
20240912-03:50:37 test_accuracy 603 model 8 nb_correct 751 / 827 (90.81%)
20240912-03:50:42 test_accuracy 603 model 9 nb_correct 720 / 822 (87.59%)
20240912-03:50:43 wrote ae_000.pth
20240912-03:50:44 wrote ae_001.pth
20240912-03:50:45 wrote ae_002.pth
20240912-03:50:45 wrote ae_003.pth
20240912-03:50:46 wrote ae_004.pth
20240912-03:50:47 wrote ae_005.pth
20240912-03:50:47 wrote ae_006.pth
20240912-03:50:48 wrote ae_007.pth
20240912-03:50:49 wrote ae_008.pth
20240912-03:50:49 wrote ae_009.pth
20240912-03:50:49 epoch_duration 2min54s next_finish 03:53:44
20240912-03:50:49 wrote state.pth
20240912-03:50:49 --- epoch 604 ----------------------------------------
20240912-03:50:49 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9081 0.8759
20240912-03:50:49 time_train=6084 time_c_quizzes=11046
20240912-03:50:49 nb_c_quizzes 3382
20240912-03:50:49 training model 9 (accuracy 0.8759124279022217)
20240912-03:50:49 training model 8 (accuracy 0.9081015586853027)
20240912-03:52:53 train_loss 604 model 9 0.013028223415400135
20240912-03:52:53 train_loss 604 model 8 0.012458420130576997
20240912-03:52:54 test_loss 604 model 9 0.009263230898977782
20240912-03:52:54 test_loss 604 model 8 0.008626335874487268
20240912-03:53:31 test_accuracy 604 model 9 nb_correct 707 / 785 (90.06%)
20240912-03:53:36 test_accuracy 604 model 8 nb_correct 724 / 804 (90.05%)
20240912-03:53:37 wrote ae_000.pth
20240912-03:53:37 wrote ae_001.pth
20240912-03:53:38 wrote ae_002.pth
20240912-03:53:39 wrote ae_003.pth
20240912-03:53:39 wrote ae_004.pth
20240912-03:53:40 wrote ae_005.pth
20240912-03:53:41 wrote ae_006.pth
20240912-03:53:41 wrote ae_007.pth
20240912-03:53:42 wrote ae_008.pth
20240912-03:53:43 wrote ae_009.pth
20240912-03:53:43 epoch_duration 2min53s next_finish 03:56:36
20240912-03:53:43 wrote state.pth
20240912-03:53:43 --- epoch 605 ----------------------------------------
20240912-03:53:43 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9005 0.9006
20240912-03:53:43 time_train=6250 time_c_quizzes=11046
20240912-03:53:43 nb_c_quizzes 3382
20240912-03:53:43 training model 8 (accuracy 0.9004974961280823)
20240912-03:53:43 training model 9 (accuracy 0.9006369709968567)
20240912-03:55:46 train_loss 605 model 8 0.011957973825275985
20240912-03:55:47 train_loss 605 model 9 0.012438849519603536
20240912-03:55:48 test_loss 605 model 8 0.010384569285497492
20240912-03:55:48 test_loss 605 model 9 0.008575546081195285
20240912-03:56:21 test_accuracy 605 model 8 nb_correct 736 / 812 (90.64%)
20240912-03:56:28 test_accuracy 605 model 9 nb_correct 734 / 806 (91.07%)
20240912-03:56:29 wrote ae_000.pth
20240912-03:56:29 wrote ae_001.pth
20240912-03:56:30 wrote ae_002.pth
20240912-03:56:31 wrote ae_003.pth
20240912-03:56:31 wrote ae_004.pth
20240912-03:56:32 wrote ae_005.pth
20240912-03:56:32 wrote ae_006.pth
20240912-03:56:33 wrote ae_007.pth
20240912-03:56:34 wrote ae_008.pth
20240912-03:56:34 wrote ae_009.pth
20240912-03:56:34 epoch_duration 2min51s next_finish 03:59:26
20240912-03:56:34 wrote state.pth
20240912-03:56:34 --- epoch 606 ----------------------------------------
20240912-03:56:34 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9064 0.9107
20240912-03:56:34 time_train=6414 time_c_quizzes=11046
20240912-03:56:34 nb_c_quizzes 3382
20240912-03:56:34 training model 8 (accuracy 0.9064039587974548)
20240912-03:56:34 training model 9 (accuracy 0.9106699824333191)
20240912-03:58:38 train_loss 606 model 8 0.012145990113162043
20240912-03:58:38 train_loss 606 model 9 0.012303131288063015
20240912-03:58:39 test_loss 606 model 8 0.010689869009274844
20240912-03:58:39 test_loss 606 model 9 0.00894330109481416
20240912-03:59:17 test_accuracy 606 model 8 nb_correct 745 / 809 (92.09%)
20240912-03:59:20 test_accuracy 606 model 9 nb_correct 730 / 789 (92.52%)
20240912-03:59:21 wrote ae_000.pth
20240912-03:59:22 wrote ae_001.pth
20240912-03:59:22 wrote ae_002.pth
20240912-03:59:23 wrote ae_003.pth
20240912-03:59:24 wrote ae_004.pth
20240912-03:59:24 wrote ae_005.pth
20240912-03:59:25 wrote ae_006.pth
20240912-03:59:26 wrote ae_007.pth
20240912-03:59:27 wrote ae_008.pth
20240912-03:59:27 wrote ae_009.pth
20240912-03:59:27 epoch_duration 2min52s next_finish 04:02:20
20240912-03:59:27 wrote state.pth
20240912-03:59:27 --- epoch 607 ----------------------------------------
20240912-03:59:27 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9209 0.9252
20240912-03:59:27 time_train=6579 time_c_quizzes=11046
20240912-03:59:27 nb_c_quizzes 3382
20240912-03:59:27 training model 8 (accuracy 0.9208899736404419)
20240912-03:59:27 training model 9 (accuracy 0.9252218008041382)
20240912-04:01:30 train_loss 607 model 9 0.012085288089423557
20240912-04:01:30 train_loss 607 model 8 0.012214156352467398
20240912-04:01:32 test_loss 607 model 9 0.009250334795478921
20240912-04:01:32 test_loss 607 model 8 0.012566631344452617
20240912-04:02:10 test_accuracy 607 model 9 nb_correct 752 / 815 (92.27%)
20240912-04:02:10 test_accuracy 607 model 8 nb_correct 728 / 800 (91.00%)
20240912-04:02:11 wrote ae_000.pth
20240912-04:02:11 wrote ae_001.pth
20240912-04:02:12 wrote ae_002.pth
20240912-04:02:13 wrote ae_003.pth
20240912-04:02:13 wrote ae_004.pth
20240912-04:02:14 wrote ae_005.pth
20240912-04:02:15 wrote ae_006.pth
20240912-04:02:15 wrote ae_007.pth
20240912-04:02:16 wrote ae_008.pth
20240912-04:02:17 wrote ae_009.pth
20240912-04:02:17 epoch_duration 2min49s next_finish 04:05:06
20240912-04:02:17 wrote state.pth
20240912-04:02:17 --- epoch 608 ----------------------------------------
20240912-04:02:17 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9100 0.9227
20240912-04:02:17 time_train=6741 time_c_quizzes=11046
20240912-04:02:17 nb_c_quizzes 3382
20240912-04:02:17 training model 8 (accuracy 0.9100000262260437)
20240912-04:02:17 training model 9 (accuracy 0.9226993918418884)
20240912-04:04:20 train_loss 608 model 8 0.012703548524645157
20240912-04:04:20 train_loss 608 model 9 0.011740301829095188
20240912-04:04:22 test_loss 608 model 8 0.00895200351137646
20240912-04:04:22 test_loss 608 model 9 0.007642506254069303
20240912-04:04:58 test_accuracy 608 model 8 nb_correct 729 / 798 (91.35%)
20240912-04:05:05 test_accuracy 608 model 9 nb_correct 668 / 777 (85.97%)
20240912-04:05:06 wrote ae_000.pth
20240912-04:05:07 wrote ae_001.pth
20240912-04:05:07 wrote ae_002.pth
20240912-04:05:08 wrote ae_003.pth
20240912-04:05:09 wrote ae_004.pth
20240912-04:05:09 wrote ae_005.pth
20240912-04:05:10 wrote ae_006.pth
20240912-04:05:11 wrote ae_007.pth
20240912-04:05:11 wrote ae_008.pth
20240912-04:05:12 wrote ae_009.pth
20240912-04:05:12 epoch_duration 2min55s next_finish 04:08:07
20240912-04:05:12 wrote state.pth
20240912-04:05:12 --- epoch 609 ----------------------------------------
20240912-04:05:12 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9135 0.8597
20240912-04:05:12 time_train=6909 time_c_quizzes=11046
20240912-04:05:12 nb_c_quizzes 3382
20240912-04:05:12 training model 9 (accuracy 0.8597168326377869)
20240912-04:05:12 training model 8 (accuracy 0.9135338068008423)
20240912-04:07:16 train_loss 609 model 9 0.012745510278273286
20240912-04:07:16 train_loss 609 model 8 0.01139877331876869
20240912-04:07:17 test_loss 609 model 9 0.009110668693665502
20240912-04:07:18 test_loss 609 model 8 0.00996477540544447
20240912-04:07:55 test_accuracy 609 model 9 nb_correct 730 / 797 (91.59%)
20240912-04:07:56 test_accuracy 609 model 8 nb_correct 736 / 789 (93.28%)
20240912-04:07:57 wrote ae_000.pth
20240912-04:07:58 wrote ae_001.pth
20240912-04:07:58 wrote ae_002.pth
20240912-04:07:59 wrote ae_003.pth
20240912-04:08:00 wrote ae_004.pth
20240912-04:08:01 wrote ae_005.pth
20240912-04:08:01 wrote ae_006.pth
20240912-04:08:02 wrote ae_007.pth
20240912-04:08:03 wrote ae_008.pth
20240912-04:08:03 wrote ae_009.pth
20240912-04:08:03 epoch_duration 2min51s next_finish 04:10:54
20240912-04:08:03 wrote state.pth
20240912-04:08:03 --- epoch 610 ----------------------------------------
20240912-04:08:03 current_test_accuracies 0.9283 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9159
20240912-04:08:03 time_train=7073 time_c_quizzes=11046
20240912-04:08:03 nb_c_quizzes 3382
20240912-04:08:03 training model 9 (accuracy 0.9159347414970398)
20240912-04:08:03 training model 0 (accuracy 0.9282970428466797)
20240912-04:10:07 train_loss 610 model 0 0.013100469331468047
20240912-04:10:07 train_loss 610 model 9 0.012646971177215164
20240912-04:10:08 test_loss 610 model 0 0.010569744147869643
20240912-04:10:08 test_loss 610 model 9 0.008956321908317477
20240912-04:10:44 test_accuracy 610 model 0 nb_correct 705 / 812 (86.82%)
20240912-04:10:47 test_accuracy 610 model 9 nb_correct 736 / 792 (92.93%)
20240912-04:10:48 wrote ae_000.pth
20240912-04:10:48 wrote ae_001.pth
20240912-04:10:49 wrote ae_002.pth
20240912-04:10:50 wrote ae_003.pth
20240912-04:10:50 wrote ae_004.pth
20240912-04:10:51 wrote ae_005.pth
20240912-04:10:52 wrote ae_006.pth
20240912-04:10:52 wrote ae_007.pth
20240912-04:10:53 wrote ae_008.pth
20240912-04:10:54 wrote ae_009.pth
20240912-04:10:54 epoch_duration 2min50s next_finish 04:13:44
20240912-04:10:54 wrote state.pth
20240912-04:10:54 --- epoch 611 ----------------------------------------
20240912-04:10:54 current_test_accuracies 0.8682 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9293
20240912-04:10:54 time_train=7236 time_c_quizzes=11046
20240912-04:10:54 nb_c_quizzes 3382
20240912-04:10:54 training model 0 (accuracy 0.8682265877723694)
20240912-04:10:54 training model 9 (accuracy 0.9292929172515869)
20240912-04:12:57 train_loss 611 model 9 0.012016677981750035
20240912-04:12:57 train_loss 611 model 0 0.01270038521861352
20240912-04:12:59 test_loss 611 model 9 0.008409434568471852
20240912-04:12:59 test_loss 611 model 0 0.006337566935440009
20240912-04:13:34 test_accuracy 611 model 9 nb_correct 741 / 812 (91.26%)
20240912-04:13:35 test_accuracy 611 model 0 nb_correct 707 / 786 (89.95%)
20240912-04:13:35 wrote ae_000.pth
20240912-04:13:36 wrote ae_001.pth
20240912-04:13:37 wrote ae_002.pth
20240912-04:13:37 wrote ae_003.pth
20240912-04:13:38 wrote ae_004.pth
20240912-04:13:39 wrote ae_005.pth
20240912-04:13:39 wrote ae_006.pth
20240912-04:13:40 wrote ae_007.pth
20240912-04:13:41 wrote ae_008.pth
20240912-04:13:41 wrote ae_009.pth
20240912-04:13:41 epoch_duration 2min47s next_finish 04:16:29
20240912-04:13:41 wrote state.pth
20240912-04:13:41 --- epoch 612 ----------------------------------------
20240912-04:13:41 current_test_accuracies 0.8995 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9126
20240912-04:13:41 time_train=7396 time_c_quizzes=11046
20240912-04:13:41 nb_c_quizzes 3382
20240912-04:13:41 training model 0 (accuracy 0.8994910717010498)
20240912-04:13:41 training model 9 (accuracy 0.9125615954399109)
20240912-04:15:45 train_loss 612 model 9 0.012191549405666592
20240912-04:15:45 train_loss 612 model 0 0.012579608760759583
20240912-04:15:46 test_loss 612 model 9 0.011863305149927329
20240912-04:15:46 test_loss 612 model 0 0.006092137025643751
20240912-04:16:20 test_accuracy 612 model 0 nb_correct 706 / 801 (88.14%)
20240912-04:16:27 test_accuracy 612 model 9 nb_correct 713 / 782 (91.18%)
20240912-04:16:27 wrote ae_000.pth
20240912-04:16:28 wrote ae_001.pth
20240912-04:16:29 wrote ae_002.pth
20240912-04:16:29 wrote ae_003.pth
20240912-04:16:30 wrote ae_004.pth
20240912-04:16:31 wrote ae_005.pth
20240912-04:16:31 wrote ae_006.pth
20240912-04:16:32 wrote ae_007.pth
20240912-04:16:33 wrote ae_008.pth
20240912-04:16:33 wrote ae_009.pth
20240912-04:16:33 epoch_duration 2min51s next_finish 04:19:25
20240912-04:16:33 wrote state.pth
20240912-04:16:33 --- epoch 613 ----------------------------------------
20240912-04:16:33 current_test_accuracies 0.8814 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9118
20240912-04:16:33 time_train=7561 time_c_quizzes=11046
20240912-04:16:33 nb_c_quizzes 3382
20240912-04:16:33 training model 0 (accuracy 0.8813982605934143)
20240912-04:16:33 training model 9 (accuracy 0.9117646813392639)
20240912-04:18:37 train_loss 613 model 0 0.012536001139080327
20240912-04:18:37 train_loss 613 model 9 0.012446658471544652
20240912-04:18:39 test_loss 613 model 0 0.0141938847664278
20240912-04:18:39 test_loss 613 model 9 0.008865029405569658
20240912-04:19:16 test_accuracy 613 model 9 nb_correct 720 / 799 (90.11%)
20240912-04:19:21 test_accuracy 613 model 0 nb_correct 729 / 779 (93.58%)
20240912-04:19:21 wrote ae_000.pth
20240912-04:19:22 wrote ae_001.pth
20240912-04:19:23 wrote ae_002.pth
20240912-04:19:24 wrote ae_003.pth
20240912-04:19:24 wrote ae_004.pth
20240912-04:19:25 wrote ae_005.pth
20240912-04:19:26 wrote ae_006.pth
20240912-04:19:26 wrote ae_007.pth
20240912-04:19:27 wrote ae_008.pth
20240912-04:19:28 wrote ae_009.pth
20240912-04:19:28 epoch_duration 2min54s next_finish 04:22:22
20240912-04:19:28 wrote state.pth
20240912-04:19:28 --- epoch 614 ----------------------------------------
20240912-04:19:28 current_test_accuracies 0.9358 0.9294 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9011
20240912-04:19:28 time_train=7728 time_c_quizzes=11046
20240912-04:19:28 nb_c_quizzes 3382
20240912-04:19:28 training model 9 (accuracy 0.9011263847351074)
20240912-04:19:28 training model 1 (accuracy 0.9293820858001709)
20240912-04:21:31 train_loss 614 model 1 0.012507331743865507
20240912-04:21:31 train_loss 614 model 9 0.011785451694762741
20240912-04:21:33 test_loss 614 model 1 0.013560490999248031
20240912-04:21:33 test_loss 614 model 9 0.008818185295189096
20240912-04:22:12 test_accuracy 614 model 1 nb_correct 732 / 806 (90.82%)
20240912-04:22:12 test_accuracy 614 model 9 nb_correct 724 / 803 (90.16%)
20240912-04:22:13 wrote ae_000.pth
20240912-04:22:13 wrote ae_001.pth
20240912-04:22:14 wrote ae_002.pth
20240912-04:22:15 wrote ae_003.pth
20240912-04:22:15 wrote ae_004.pth
20240912-04:22:16 wrote ae_005.pth
20240912-04:22:17 wrote ae_006.pth
20240912-04:22:17 wrote ae_007.pth
20240912-04:22:18 wrote ae_008.pth
20240912-04:22:19 wrote ae_009.pth
20240912-04:22:19 epoch_duration 2min51s next_finish 04:25:10
20240912-04:22:19 wrote state.pth
20240912-04:22:19 --- epoch 615 ----------------------------------------
20240912-04:22:19 current_test_accuracies 0.9358 0.9082 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9016
20240912-04:22:19 time_train=7892 time_c_quizzes=11046
20240912-04:22:19 nb_c_quizzes 3382
20240912-04:22:19 training model 9 (accuracy 0.9016189575195312)
20240912-04:22:19 training model 1 (accuracy 0.9081885814666748)
20240912-04:24:22 train_loss 615 model 9 0.01300639232458343
20240912-04:24:22 train_loss 615 model 1 0.012100850729493686
20240912-04:24:24 test_loss 615 model 9 0.013055078408524424
20240912-04:24:24 test_loss 615 model 1 0.008583480572633561
20240912-04:24:58 test_accuracy 615 model 1 nb_correct 752 / 829 (90.71%)
20240912-04:25:05 test_accuracy 615 model 9 nb_correct 749 / 813 (92.13%)
20240912-04:25:05 wrote ae_000.pth
20240912-04:25:06 wrote ae_001.pth
20240912-04:25:07 wrote ae_002.pth
20240912-04:25:07 wrote ae_003.pth
20240912-04:25:08 wrote ae_004.pth
20240912-04:25:09 wrote ae_005.pth
20240912-04:25:09 wrote ae_006.pth
20240912-04:25:10 wrote ae_007.pth
20240912-04:25:11 wrote ae_008.pth
20240912-04:25:11 wrote ae_009.pth
20240912-04:25:11 epoch_duration 2min52s next_finish 04:28:04
20240912-04:25:11 wrote state.pth
20240912-04:25:11 --- epoch 616 ----------------------------------------
20240912-04:25:11 current_test_accuracies 0.9358 0.9071 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9213
20240912-04:25:11 time_train=8057 time_c_quizzes=11046
20240912-04:25:11 nb_c_quizzes 3382
20240912-04:25:11 training model 1 (accuracy 0.9071170091629028)
20240912-04:25:11 training model 9 (accuracy 0.9212791919708252)
20240912-04:27:15 train_loss 616 model 1 0.012274807140012854
20240912-04:27:15 train_loss 616 model 9 0.013358554555870795
20240912-04:27:16 test_loss 616 model 1 0.009347183319414398
20240912-04:27:16 test_loss 616 model 9 0.007032495378007297
20240912-04:27:55 test_accuracy 616 model 9 nb_correct 729 / 782 (93.22%)
20240912-04:27:56 test_accuracy 616 model 1 nb_correct 742 / 811 (91.49%)
20240912-04:27:57 wrote ae_000.pth
20240912-04:27:58 wrote ae_001.pth
20240912-04:27:59 wrote ae_002.pth
20240912-04:27:59 wrote ae_003.pth
20240912-04:28:00 wrote ae_004.pth
20240912-04:28:01 wrote ae_005.pth
20240912-04:28:01 wrote ae_006.pth
20240912-04:28:02 wrote ae_007.pth
20240912-04:28:03 wrote ae_008.pth
20240912-04:28:03 wrote ae_009.pth
20240912-04:28:03 epoch_duration 2min51s next_finish 04:30:55
20240912-04:28:03 wrote state.pth
20240912-04:28:03 --- epoch 617 ----------------------------------------
20240912-04:28:03 current_test_accuracies 0.9358 0.9149 0.9379 0.9352 0.9296 0.9363 0.9436 0.9305 0.9328 0.9322
20240912-04:28:03 time_train=8221 time_c_quizzes=11046
20240912-04:28:03 nb_c_quizzes 3382
20240912-04:28:03 training model 1 (accuracy 0.9149198532104492)
20240912-04:28:03 training model 4 (accuracy 0.9296116232872009)
20240912-04:30:07 train_loss 617 model 4 0.012602807190887688
20240912-04:30:07 train_loss 617 model 1 0.012637102844582842
20240912-04:30:08 test_loss 617 model 4 0.006713696941972103
20240912-04:30:08 test_loss 617 model 1 0.005869154034007807
20240912-04:30:45 test_accuracy 617 model 4 nb_correct 728 / 799 (91.11%)
20240912-04:30:46 test_accuracy 617 model 1 nb_correct 736 / 804 (91.54%)
20240912-04:30:46 wrote ae_000.pth
20240912-04:30:47 wrote ae_001.pth
20240912-04:30:48 wrote ae_002.pth
20240912-04:30:48 wrote ae_003.pth
20240912-04:30:49 wrote ae_004.pth
20240912-04:30:50 wrote ae_005.pth
20240912-04:30:50 wrote ae_006.pth
20240912-04:30:51 wrote ae_007.pth
20240912-04:30:52 wrote ae_008.pth
20240912-04:30:52 wrote ae_009.pth
20240912-04:30:52 epoch_duration 2min49s next_finish 04:33:42
20240912-04:30:53 wrote state.pth
20240912-04:30:53 --- epoch 618 ----------------------------------------
20240912-04:30:53 current_test_accuracies 0.9358 0.9154 0.9379 0.9352 0.9111 0.9363 0.9436 0.9305 0.9328 0.9322
20240912-04:30:53 time_train=8383 time_c_quizzes=11046
20240912-04:30:53 nb_c_quizzes 3382
20240912-04:30:53 training model 4 (accuracy 0.9111389517784119)
20240912-04:30:53 training model 1 (accuracy 0.9154228568077087)
20240912-04:32:56 train_loss 618 model 4 0.011328597467141663
20240912-04:32:56 train_loss 618 model 1 0.011847291113692336
20240912-04:32:57 test_loss 618 model 4 0.009825086317323439
20240912-04:32:58 test_loss 618 model 1 0.009565563998361882
20240912-04:33:31 test_accuracy 618 model 4 nb_correct 740 / 804 (92.04%)
20240912-04:33:32 test_accuracy 618 model 1 nb_correct 743 / 816 (91.05%)
20240912-04:33:33 wrote ae_000.pth
20240912-04:33:34 wrote ae_001.pth
20240912-04:33:34 wrote ae_002.pth
20240912-04:33:35 wrote ae_003.pth
20240912-04:33:36 wrote ae_004.pth
20240912-04:33:36 wrote ae_005.pth
20240912-04:33:37 wrote ae_006.pth
20240912-04:33:38 wrote ae_007.pth
20240912-04:33:38 wrote ae_008.pth
20240912-04:33:39 wrote ae_009.pth
20240912-04:33:39 epoch_duration 2min46s next_finish 04:36:26
20240912-04:33:39 wrote state.pth
20240912-04:33:39 --- epoch 619 ----------------------------------------
20240912-04:33:39 current_test_accuracies 0.9358 0.9105 0.9379 0.9352 0.9204 0.9363 0.9436 0.9305 0.9328 0.9322
20240912-04:33:39 time_train=8542 time_c_quizzes=11046
20240912-04:33:39 nb_c_quizzes 3382
20240912-04:33:39 training model 1 (accuracy 0.9105392098426819)
20240912-04:33:39 training model 4 (accuracy 0.9203979969024658)
20240912-04:35:43 train_loss 619 model 1 0.012368711169747257
20240912-04:35:43 train_loss 619 model 4 0.012329557629836927
20240912-04:35:45 test_loss 619 model 1 0.00772046190322726
20240912-04:35:45 test_loss 619 model 4 0.008442602529765964
20240912-04:36:21 test_accuracy 619 model 1 nb_correct 727 / 807 (90.09%)
20240912-04:36:24 test_accuracy 619 model 4 nb_correct 728 / 783 (92.98%)
20240912-04:36:25 wrote ae_000.pth
20240912-04:36:25 wrote ae_001.pth
20240912-04:36:26 wrote ae_002.pth
20240912-04:36:27 wrote ae_003.pth
20240912-04:36:27 wrote ae_004.pth
20240912-04:36:28 wrote ae_005.pth
20240912-04:36:29 wrote ae_006.pth
20240912-04:36:29 wrote ae_007.pth
20240912-04:36:30 wrote ae_008.pth
20240912-04:36:31 wrote ae_009.pth
20240912-04:36:31 epoch_duration 2min51s next_finish 04:39:22
20240912-04:36:31 wrote state.pth
20240912-04:36:31 --- epoch 620 ----------------------------------------
20240912-04:36:31 current_test_accuracies 0.9358 0.9009 0.9379 0.9352 0.9298 0.9363 0.9436 0.9305 0.9328 0.9322
20240912-04:36:31 time_train=8706 time_c_quizzes=11046
20240912-04:36:31 nb_c_quizzes 3382
20240912-04:36:31 training model 1 (accuracy 0.9008674025535583)
20240912-04:36:31 training model 4 (accuracy 0.9297573566436768)
20240912-04:38:34 train_loss 620 model 4 0.011183056908052094
20240912-04:38:34 train_loss 620 model 1 0.012669012720121827
20240912-04:38:35 test_loss 620 model 4 0.005847096938327923
20240912-04:38:35 test_loss 620 model 1 0.010337606644532116
20240912-04:39:10 test_accuracy 620 model 4 nb_correct 743 / 798 (93.11%)
20240912-04:39:13 test_accuracy 620 model 1 nb_correct 726 / 810 (89.63%)
20240912-04:39:14 wrote ae_000.pth
20240912-04:39:15 wrote ae_001.pth
20240912-04:39:16 wrote ae_002.pth
20240912-04:39:16 wrote ae_003.pth
20240912-04:39:17 wrote ae_004.pth
20240912-04:39:18 wrote ae_005.pth
20240912-04:39:18 wrote ae_006.pth
20240912-04:39:19 wrote ae_007.pth
20240912-04:39:20 wrote ae_008.pth
20240912-04:39:20 wrote ae_009.pth
20240912-04:39:20 epoch_duration 2min49s next_finish 04:42:10
20240912-04:39:20 wrote state.pth
20240912-04:39:20 --- epoch 621 ----------------------------------------
20240912-04:39:20 current_test_accuracies 0.9358 0.8963 0.9379 0.9352 0.9311 0.9363 0.9436 0.9305 0.9328 0.9322
20240912-04:39:20 time_train=8868 time_c_quizzes=11046
20240912-04:39:20 nb_c_quizzes 3382
20240912-04:39:20 training model 1 (accuracy 0.8962963223457336)
20240912-04:39:20 training model 7 (accuracy 0.9304677844047546)
20240912-04:41:24 train_loss 621 model 1 0.011862472346852882
20240912-04:41:24 train_loss 621 model 7 0.012253980107423559
20240912-04:41:26 test_loss 621 model 1 0.008701578704381064
20240912-04:41:26 test_loss 621 model 7 0.00772118186159787
20240912-04:42:04 test_accuracy 621 model 1 nb_correct 739 / 811 (91.12%)
20240912-04:42:05 test_accuracy 621 model 7 nb_correct 712 / 776 (91.75%)
20240912-04:42:06 wrote ae_000.pth
20240912-04:42:07 wrote ae_001.pth
20240912-04:42:07 wrote ae_002.pth
20240912-04:42:08 wrote ae_003.pth
20240912-04:42:09 wrote ae_004.pth
20240912-04:42:09 wrote ae_005.pth
20240912-04:42:10 wrote ae_006.pth
20240912-04:42:11 wrote ae_007.pth
20240912-04:42:12 wrote ae_008.pth
20240912-04:42:12 wrote ae_009.pth
20240912-04:42:12 epoch_duration 2min51s next_finish 04:45:04
20240912-04:42:12 wrote state.pth
20240912-04:42:12 --- epoch 622 ----------------------------------------
20240912-04:42:12 current_test_accuracies 0.9358 0.9112 0.9379 0.9352 0.9311 0.9363 0.9436 0.9175 0.9328 0.9322
20240912-04:42:12 time_train=9032 time_c_quizzes=11046
20240912-04:42:12 nb_c_quizzes 3382
20240912-04:42:12 training model 1 (accuracy 0.9112207293510437)
20240912-04:42:12 training model 7 (accuracy 0.9175257682800293)
20240912-04:44:15 train_loss 622 model 1 0.012385035297507783
20240912-04:44:16 train_loss 622 model 7 0.012015238355106704
20240912-04:44:17 test_loss 622 model 1 0.006413123927723063
20240912-04:44:17 test_loss 622 model 7 0.007943543483716554
20240912-04:44:54 test_accuracy 622 model 1 nb_correct 716 / 785 (91.21%)
20240912-04:44:56 test_accuracy 622 model 7 nb_correct 757 / 811 (93.34%)
20240912-04:44:57 wrote ae_000.pth
20240912-04:44:58 wrote ae_001.pth
20240912-04:44:58 wrote ae_002.pth
20240912-04:44:59 wrote ae_003.pth
20240912-04:45:00 wrote ae_004.pth
20240912-04:45:00 wrote ae_005.pth
20240912-04:45:01 wrote ae_006.pth
20240912-04:45:02 wrote ae_007.pth
20240912-04:45:02 wrote ae_008.pth
20240912-04:45:03 wrote ae_009.pth
20240912-04:45:03 epoch_duration 2min50s next_finish 04:47:54
20240912-04:45:03 wrote state.pth
20240912-04:45:03 --- epoch 623 ----------------------------------------
20240912-04:45:03 current_test_accuracies 0.9358 0.9121 0.9379 0.9352 0.9311 0.9363 0.9436 0.9334 0.9328 0.9322
20240912-04:45:03 time_train=9195 time_c_quizzes=11046
20240912-04:45:03 nb_c_quizzes 3382
20240912-04:45:03 training model 1 (accuracy 0.9121019244194031)
20240912-04:45:03 training model 4 (accuracy 0.9310777187347412)
20240912-04:47:06 train_loss 623 model 4 0.011619299795733241
20240912-04:47:06 train_loss 623 model 1 0.012514172265175148
20240912-04:47:08 test_loss 623 model 4 0.010272700339771745
20240912-04:47:08 test_loss 623 model 1 0.009835132349491005
20240912-04:47:43 test_accuracy 623 model 4 nb_correct 743 / 795 (93.46%)
20240912-04:47:45 test_accuracy 623 model 1 nb_correct 739 / 800 (92.38%)
20240912-04:47:46 wrote ae_000.pth
20240912-04:47:47 wrote ae_001.pth
20240912-04:47:47 wrote ae_002.pth
20240912-04:47:48 wrote ae_003.pth
20240912-04:47:49 wrote ae_004.pth
20240912-04:47:50 wrote ae_005.pth
20240912-04:47:50 wrote ae_006.pth
20240912-04:47:51 wrote ae_007.pth
20240912-04:47:52 wrote ae_008.pth
20240912-04:47:52 wrote ae_009.pth
20240912-04:47:52 epoch_duration 2min49s next_finish 04:50:41
20240912-04:47:52 wrote state.pth
20240912-04:47:52 --- epoch 624 ----------------------------------------
20240912-04:47:52 current_test_accuracies 0.9358 0.9237 0.9379 0.9352 0.9346 0.9363 0.9436 0.9334 0.9328 0.9322
20240912-04:47:52 time_train=9357 time_c_quizzes=11046
20240912-04:47:52 nb_c_quizzes 3382
20240912-04:47:52 training model 1 (accuracy 0.9237499833106995)
20240912-04:47:52 training model 9 (accuracy 0.9322250485420227)
20240912-04:49:56 train_loss 624 model 1 0.01183508357332721
20240912-04:49:56 train_loss 624 model 9 0.012172518101186143
20240912-04:49:57 test_loss 624 model 1 0.009629897198097837
20240912-04:49:57 test_loss 624 model 9 0.010870772112298255
20240912-04:50:32 test_accuracy 624 model 1 nb_correct 761 / 817 (93.15%)
20240912-04:50:33 test_accuracy 624 model 9 nb_correct 737 / 791 (93.17%)
20240912-04:50:34 wrote ae_000.pth
20240912-04:50:34 wrote ae_001.pth
20240912-04:50:35 wrote ae_002.pth
20240912-04:50:36 wrote ae_003.pth
20240912-04:50:36 wrote ae_004.pth
20240912-04:50:37 wrote ae_005.pth
20240912-04:50:38 wrote ae_006.pth
20240912-04:50:39 wrote ae_007.pth
20240912-04:50:39 wrote ae_008.pth
20240912-04:50:40 wrote ae_009.pth
20240912-04:50:40 epoch_duration 2min47s next_finish 04:53:28
20240912-04:50:40 wrote state.pth
20240912-04:50:40 --- epoch 625 ----------------------------------------
20240912-04:50:40 current_test_accuracies 0.9358 0.9315 0.9379 0.9352 0.9346 0.9363 0.9436 0.9334 0.9328 0.9317
20240912-04:50:40 time_train=9517 time_c_quizzes=11046
20240912-04:50:40 nb_c_quizzes 3382
20240912-04:50:40 training model 1 (accuracy 0.9314565658569336)
20240912-04:50:40 training model 9 (accuracy 0.9317319989204407)
20240912-04:52:43 train_loss 625 model 1 0.012250567865812627
20240912-04:52:43 train_loss 625 model 9 0.012087130958122543
20240912-04:52:45 test_loss 625 model 1 0.009525475400914729
20240912-04:52:45 test_loss 625 model 9 0.009940730808534682
20240912-04:53:21 test_accuracy 625 model 1 nb_correct 729 / 778 (93.70%)
20240912-04:53:22 test_accuracy 625 model 9 nb_correct 746 / 797 (93.60%)
20240912-04:53:23 wrote ae_000.pth
20240912-04:53:23 wrote ae_001.pth
20240912-04:53:24 wrote ae_002.pth
20240912-04:53:25 wrote ae_003.pth
20240912-04:53:25 wrote ae_004.pth
20240912-04:53:26 wrote ae_005.pth
20240912-04:53:27 wrote ae_006.pth
20240912-04:53:28 wrote ae_007.pth
20240912-04:53:28 wrote ae_008.pth
20240912-04:53:29 wrote ae_009.pth
20240912-04:53:29 epoch_duration 2min48s next_finish 04:56:18
20240912-04:53:29 wrote state.pth
20240912-04:53:29 --- epoch 626 ----------------------------------------
20240912-04:53:29 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9346 0.9363 0.9436 0.9334 0.9328 0.9360
20240912-04:53:29 time_train=9678 time_c_quizzes=11046
20240912-04:53:29 nb_c_quizzes 3382
20240912-04:53:29 training model 8 (accuracy 0.9328263401985168)
20240912-04:53:29 training model 7 (accuracy 0.9334155321121216)
20240912-04:55:32 train_loss 626 model 7 0.012654279382375535
20240912-04:55:32 train_loss 626 model 8 0.012280344939419593
20240912-04:55:34 test_loss 626 model 7 0.00866830942352408
20240912-04:55:34 test_loss 626 model 8 0.012989728000684408
20240912-04:56:14 test_accuracy 626 model 7 nb_correct 742 / 804 (92.29%)
20240912-04:56:25 test_accuracy 626 model 8 nb_correct 689 / 779 (88.45%)
20240912-04:56:26 wrote ae_000.pth
20240912-04:56:26 wrote ae_001.pth
20240912-04:56:27 wrote ae_002.pth
20240912-04:56:28 wrote ae_003.pth
20240912-04:56:28 wrote ae_004.pth
20240912-04:56:29 wrote ae_005.pth
20240912-04:56:30 wrote ae_006.pth
20240912-04:56:30 wrote ae_007.pth
20240912-04:56:31 wrote ae_008.pth
20240912-04:56:32 wrote ae_009.pth
20240912-04:56:32 epoch_duration 3min2s next_finish 04:59:35
20240912-04:56:32 wrote state.pth
20240912-04:56:32 --- epoch 627 ----------------------------------------
20240912-04:56:32 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9346 0.9363 0.9436 0.9229 0.8845 0.9360
20240912-04:56:32 time_train=9853 time_c_quizzes=11046
20240912-04:56:32 nb_c_quizzes 3382
20240912-04:56:32 training model 8 (accuracy 0.8844672441482544)
20240912-04:56:32 training model 7 (accuracy 0.9228855967521667)
20240912-04:58:35 train_loss 627 model 7 0.012616432666836772
20240912-04:58:35 train_loss 627 model 8 0.012646776228408272
20240912-04:58:37 test_loss 627 model 7 0.009310995399891909
20240912-04:58:37 test_loss 627 model 8 0.009403292737624724
20240912-04:59:13 test_accuracy 627 model 7 nb_correct 734 / 785 (93.50%)
20240912-04:59:16 test_accuracy 627 model 8 nb_correct 743 / 809 (91.84%)
20240912-04:59:17 wrote ae_000.pth
20240912-04:59:18 wrote ae_001.pth
20240912-04:59:19 wrote ae_002.pth
20240912-04:59:19 wrote ae_003.pth
20240912-04:59:20 wrote ae_004.pth
20240912-04:59:21 wrote ae_005.pth
20240912-04:59:21 wrote ae_006.pth
20240912-04:59:22 wrote ae_007.pth
20240912-04:59:23 wrote ae_008.pth
20240912-04:59:23 wrote ae_009.pth
20240912-04:59:23 epoch_duration 2min51s next_finish 05:02:15
20240912-04:59:23 wrote state.pth
20240912-04:59:23 --- epoch 628 ----------------------------------------
20240912-04:59:23 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9346 0.9363 0.9436 0.9350 0.9184 0.9360
20240912-04:59:23 time_train=10017 time_c_quizzes=11046
20240912-04:59:23 nb_c_quizzes 3382
20240912-04:59:23 training model 8 (accuracy 0.9184178113937378)
20240912-04:59:23 training model 4 (accuracy 0.9345911741256714)
20240912-05:01:27 train_loss 628 model 4 0.012646111549489433
20240912-05:01:27 train_loss 628 model 8 0.012202817724444686
20240912-05:01:28 test_loss 628 model 4 0.007123288047273491
20240912-05:01:28 test_loss 628 model 8 0.00998055504715012
20240912-05:02:02 test_accuracy 628 model 4 nb_correct 762 / 815 (93.50%)
20240912-05:02:08 test_accuracy 628 model 8 nb_correct 680 / 788 (86.29%)
20240912-05:02:09 wrote ae_000.pth
20240912-05:02:10 wrote ae_001.pth
20240912-05:02:10 wrote ae_002.pth
20240912-05:02:11 wrote ae_003.pth
20240912-05:02:12 wrote ae_004.pth
20240912-05:02:12 wrote ae_005.pth
20240912-05:02:13 wrote ae_006.pth
20240912-05:02:14 wrote ae_007.pth
20240912-05:02:14 wrote ae_008.pth
20240912-05:02:15 wrote ae_009.pth
20240912-05:02:15 epoch_duration 2min51s next_finish 05:05:07
20240912-05:02:15 wrote state.pth
20240912-05:02:15 --- epoch 629 ----------------------------------------
20240912-05:02:15 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9350 0.9363 0.9436 0.9350 0.8629 0.9360
20240912-05:02:15 time_train=10181 time_c_quizzes=11046
20240912-05:02:15 nb_c_quizzes 3382
20240912-05:02:15 training model 8 (accuracy 0.8629441857337952)
20240912-05:02:15 training model 4 (accuracy 0.9349693059921265)
20240912-05:04:18 train_loss 629 model 4 0.011089726406680711
20240912-05:04:18 train_loss 629 model 8 0.011812436502750642
20240912-05:04:20 test_loss 629 model 4 0.010201128163180329
20240912-05:04:20 test_loss 629 model 8 0.012169520962561364
20240912-05:04:55 test_accuracy 629 model 8 nb_correct 734 / 802 (91.52%)
20240912-05:04:55 test_accuracy 629 model 4 nb_correct 728 / 797 (91.34%)
20240912-05:04:56 wrote ae_000.pth
20240912-05:04:57 wrote ae_001.pth
20240912-05:04:57 wrote ae_002.pth
20240912-05:04:58 wrote ae_003.pth
20240912-05:04:59 wrote ae_004.pth
20240912-05:04:59 wrote ae_005.pth
20240912-05:05:00 wrote ae_006.pth
20240912-05:05:01 wrote ae_007.pth
20240912-05:05:01 wrote ae_008.pth
20240912-05:05:02 wrote ae_009.pth
20240912-05:05:02 epoch_duration 2min47s next_finish 05:07:49
20240912-05:05:02 wrote state.pth
20240912-05:05:02 --- epoch 630 ----------------------------------------
20240912-05:05:02 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9134 0.9363 0.9436 0.9350 0.9152 0.9360
20240912-05:05:02 time_train=10341 time_c_quizzes=11046
20240912-05:05:02 nb_c_quizzes 3382
20240912-05:05:02 training model 4 (accuracy 0.9134253263473511)
20240912-05:05:02 training model 8 (accuracy 0.9152119755744934)
20240912-05:07:06 train_loss 630 model 4 0.012600094764906316
20240912-05:07:06 train_loss 630 model 8 0.012098579063382204
20240912-05:07:07 test_loss 630 model 4 0.008164262143486667
20240912-05:07:07 test_loss 630 model 8 0.010771947087914669
20240912-05:07:41 test_accuracy 630 model 8 nb_correct 725 / 793 (91.42%)
20240912-05:07:43 test_accuracy 630 model 4 nb_correct 754 / 822 (91.73%)
20240912-05:07:43 wrote ae_000.pth
20240912-05:07:44 wrote ae_001.pth
20240912-05:07:45 wrote ae_002.pth
20240912-05:07:46 wrote ae_003.pth
20240912-05:07:46 wrote ae_004.pth
20240912-05:07:47 wrote ae_005.pth
20240912-05:07:48 wrote ae_006.pth
20240912-05:07:48 wrote ae_007.pth
20240912-05:07:49 wrote ae_008.pth
20240912-05:07:50 wrote ae_009.pth
20240912-05:07:50 epoch_duration 2min47s next_finish 05:10:37
20240912-05:07:50 wrote state.pth
20240912-05:07:50 --- epoch 631 ----------------------------------------
20240912-05:07:50 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9173 0.9363 0.9436 0.9350 0.9142 0.9360
20240912-05:07:50 time_train=10501 time_c_quizzes=11046
20240912-05:07:50 nb_c_quizzes 3382
20240912-05:07:50 training model 8 (accuracy 0.9142496585845947)
20240912-05:07:50 training model 4 (accuracy 0.9172749519348145)
20240912-05:09:53 train_loss 631 model 4 0.011120232508543267
20240912-05:09:53 train_loss 631 model 8 0.012223385000273992
20240912-05:09:55 test_loss 631 model 4 0.008093749801611238
20240912-05:09:55 test_loss 631 model 8 0.01055208498396496
20240912-05:10:32 test_accuracy 631 model 8 nb_correct 704 / 781 (90.14%)
20240912-05:10:34 test_accuracy 631 model 4 nb_correct 732 / 789 (92.78%)
20240912-05:10:35 wrote ae_000.pth
20240912-05:10:36 wrote ae_001.pth
20240912-05:10:36 wrote ae_002.pth
20240912-05:10:37 wrote ae_003.pth
20240912-05:10:38 wrote ae_004.pth
20240912-05:10:38 wrote ae_005.pth
20240912-05:10:39 wrote ae_006.pth
20240912-05:10:40 wrote ae_007.pth
20240912-05:10:40 wrote ae_008.pth
20240912-05:10:41 wrote ae_009.pth
20240912-05:10:41 epoch_duration 2min51s next_finish 05:13:32
20240912-05:10:41 wrote state.pth
20240912-05:10:41 --- epoch 632 ----------------------------------------
20240912-05:10:41 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9278 0.9363 0.9436 0.9350 0.9014 0.9360
20240912-05:10:41 time_train=10665 time_c_quizzes=11046
20240912-05:10:41 nb_c_quizzes 3382
20240912-05:10:41 training model 8 (accuracy 0.9014084339141846)
20240912-05:10:41 training model 4 (accuracy 0.927756667137146)
20240912-05:12:44 train_loss 632 model 8 0.012403237694728887
20240912-05:12:45 train_loss 632 model 4 0.011866052289167784
20240912-05:12:46 test_loss 632 model 8 0.010488398924599096
20240912-05:12:46 test_loss 632 model 4 0.009800108215603131
20240912-05:13:19 test_accuracy 632 model 8 nb_correct 729 / 809 (90.11%)
20240912-05:13:24 test_accuracy 632 model 4 nb_correct 746 / 797 (93.60%)
20240912-05:13:24 wrote ae_000.pth
20240912-05:13:25 wrote ae_001.pth
20240912-05:13:26 wrote ae_002.pth
20240912-05:13:26 wrote ae_003.pth
20240912-05:13:27 wrote ae_004.pth
20240912-05:13:28 wrote ae_005.pth
20240912-05:13:28 wrote ae_006.pth
20240912-05:13:29 wrote ae_007.pth
20240912-05:13:30 wrote ae_008.pth
20240912-05:13:30 wrote ae_009.pth
20240912-05:13:30 epoch_duration 2min49s next_finish 05:16:20
20240912-05:13:30 wrote state.pth
20240912-05:13:30 --- epoch 633 ----------------------------------------
20240912-05:13:30 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9350 0.9011 0.9360
20240912-05:13:30 time_train=10827 time_c_quizzes=11046
20240912-05:13:30 nb_c_quizzes 3382
20240912-05:13:30 training model 8 (accuracy 0.9011124968528748)
20240912-05:13:30 training model 7 (accuracy 0.9350318312644958)
20240912-05:15:34 train_loss 633 model 8 0.011412690759738326
20240912-05:15:34 train_loss 633 model 7 0.011912901454979873
20240912-05:15:35 test_loss 633 model 8 0.00844100322644863
20240912-05:15:35 test_loss 633 model 7 0.011062481739509166
20240912-05:16:10 test_accuracy 633 model 7 nb_correct 756 / 817 (92.53%)
20240912-05:16:11 test_accuracy 633 model 8 nb_correct 738 / 807 (91.45%)
20240912-05:16:12 wrote ae_000.pth
20240912-05:16:12 wrote ae_001.pth
20240912-05:16:13 wrote ae_002.pth
20240912-05:16:14 wrote ae_003.pth
20240912-05:16:14 wrote ae_004.pth
20240912-05:16:15 wrote ae_005.pth
20240912-05:16:16 wrote ae_006.pth
20240912-05:16:16 wrote ae_007.pth
20240912-05:16:17 wrote ae_008.pth
20240912-05:16:18 wrote ae_009.pth
20240912-05:16:18 epoch_duration 2min47s next_finish 05:19:05
20240912-05:16:18 wrote state.pth
20240912-05:16:18 --- epoch 634 ----------------------------------------
20240912-05:16:18 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9253 0.9145 0.9360
20240912-05:16:18 time_train=10987 time_c_quizzes=11046
20240912-05:16:18 nb_c_quizzes 3382
20240912-05:16:18 training model 8 (accuracy 0.9144981503486633)
20240912-05:16:18 training model 7 (accuracy 0.9253365993499756)
20240912-05:18:21 train_loss 634 model 7 0.012415249169847811
20240912-05:18:21 train_loss 634 model 8 0.012262856072680734
20240912-05:18:23 test_loss 634 model 7 0.010924971669032857
20240912-05:18:23 test_loss 634 model 8 0.009575909560908258
20240912-05:18:58 test_accuracy 634 model 8 nb_correct 736 / 790 (93.16%)
20240912-05:19:04 test_accuracy 634 model 7 nb_correct 732 / 793 (92.31%)
20240912-05:19:05 wrote ae_000.pth
20240912-05:19:05 wrote ae_001.pth
20240912-05:19:06 wrote ae_002.pth
20240912-05:19:07 wrote ae_003.pth
20240912-05:19:07 wrote ae_004.pth
20240912-05:19:08 wrote ae_005.pth
20240912-05:19:09 wrote ae_006.pth
20240912-05:19:09 wrote ae_007.pth
20240912-05:19:10 wrote ae_008.pth
20240912-05:19:11 wrote ae_009.pth
20240912-05:19:11 epoch_duration 2min52s next_finish 05:22:04
20240912-05:19:11 wrote state.pth
20240912-05:19:11 --- epoch 635 ----------------------------------------
20240912-05:19:11 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9231 0.9316 0.9360
20240912-05:19:11 time_train=11152 time_c_quizzes=11046
20240912-05:19:11 nb_c_quizzes 3382
20240912-05:19:11 training model 7 (accuracy 0.9230769276618958)
20240912-05:19:11 training model 8 (accuracy 0.9316455721855164)
20240912-05:21:14 train_loss 635 model 8 0.012220480862981276
20240912-05:21:14 train_loss 635 model 7 0.012300441573799618
20240912-05:21:16 test_loss 635 model 8 0.01031868080217464
20240912-05:21:16 test_loss 635 model 7 0.0062829159103444
20240912-05:21:51 test_accuracy 635 model 8 nb_correct 746 / 798 (93.48%)
20240912-05:21:52 test_accuracy 635 model 7 nb_correct 722 / 789 (91.51%)
20240912-05:21:53 wrote ae_000.pth
20240912-05:21:53 wrote ae_001.pth
20240912-05:21:54 wrote ae_002.pth
20240912-05:21:55 wrote ae_003.pth
20240912-05:21:55 wrote ae_004.pth
20240912-05:21:56 wrote ae_005.pth
20240912-05:21:57 wrote ae_006.pth
20240912-05:21:57 wrote ae_007.pth
20240912-05:21:58 wrote ae_008.pth
20240912-05:21:59 wrote ae_009.pth
20240912-05:21:59 epoch_duration 2min48s next_finish 05:24:47
20240912-05:21:59 wrote state.pth
20240912-05:21:59 --- epoch 636 ----------------------------------------
20240912-05:21:59 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9151 0.9348 0.9360
20240912-05:21:59 time_train=11313 time_c_quizzes=11046
20240912-05:21:59 nb_c_quizzes 3382
20240912-05:21:59 training model 7 (accuracy 0.9150823950767517)
20240912-05:21:59 training model 8 (accuracy 0.9348371028900146)
20240912-05:24:03 train_loss 636 model 8 0.012209026098844333
20240912-05:24:03 train_loss 636 model 7 0.012275413945280889
20240912-05:24:04 test_loss 636 model 8 0.008340823937061259
20240912-05:24:04 test_loss 636 model 7 0.007635255413970299
20240912-05:24:39 test_accuracy 636 model 8 nb_correct 751 / 815 (92.15%)
20240912-05:24:41 test_accuracy 636 model 7 nb_correct 729 / 796 (91.58%)
20240912-05:24:42 wrote ae_000.pth
20240912-05:24:42 wrote ae_001.pth
20240912-05:24:43 wrote ae_002.pth
20240912-05:24:44 wrote ae_003.pth
20240912-05:24:44 wrote ae_004.pth
20240912-05:24:45 wrote ae_005.pth
20240912-05:24:46 wrote ae_006.pth
20240912-05:24:46 wrote ae_007.pth
20240912-05:24:47 wrote ae_008.pth
20240912-05:24:48 wrote ae_009.pth
20240912-05:24:48 epoch_duration 2min48s next_finish 05:27:37
20240912-05:24:48 wrote state.pth
20240912-05:24:48 --- epoch 637 ----------------------------------------
20240912-05:24:48 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9158 0.9215 0.9360
20240912-05:24:48 time_train=11474 time_c_quizzes=11046
20240912-05:24:48 nb_c_quizzes 3382
20240912-05:24:48 training model 7 (accuracy 0.9158291220664978)
20240912-05:24:48 training model 8 (accuracy 0.9214723706245422)
20240912-05:26:51 train_loss 637 model 7 0.012211529939755564
20240912-05:26:51 train_loss 637 model 8 0.011534726526850137
20240912-05:26:53 test_loss 637 model 7 0.010473990956279522
20240912-05:26:53 test_loss 637 model 8 0.006787235396348024
20240912-05:27:31 test_accuracy 637 model 7 nb_correct 720 / 778 (92.54%)
20240912-05:27:34 test_accuracy 637 model 8 nb_correct 728 / 792 (91.92%)
20240912-05:27:35 wrote ae_000.pth
20240912-05:27:36 wrote ae_001.pth
20240912-05:27:37 wrote ae_002.pth
20240912-05:27:37 wrote ae_003.pth
20240912-05:27:38 wrote ae_004.pth
20240912-05:27:39 wrote ae_005.pth
20240912-05:27:39 wrote ae_006.pth
20240912-05:27:40 wrote ae_007.pth
20240912-05:27:41 wrote ae_008.pth
20240912-05:27:41 wrote ae_009.pth
20240912-05:27:41 epoch_duration 2min53s next_finish 05:30:35
20240912-05:27:41 wrote state.pth
20240912-05:27:41 --- epoch 638 ----------------------------------------
20240912-05:27:41 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9254 0.9192 0.9360
20240912-05:27:41 time_train=11640 time_c_quizzes=11046
20240912-05:27:41 nb_c_quizzes 3382
20240912-05:27:41 training model 8 (accuracy 0.9191918969154358)
20240912-05:27:41 training model 7 (accuracy 0.9254498481750488)
20240912-05:29:45 train_loss 638 model 7 0.012207701592664308
20240912-05:29:45 train_loss 638 model 8 0.012146076733806695
20240912-05:29:46 test_loss 638 model 7 0.009138051565673776
20240912-05:29:46 test_loss 638 model 8 0.007135067092372082
20240912-05:30:22 test_accuracy 638 model 7 nb_correct 735 / 785 (93.63%)
20240912-05:30:22 test_accuracy 638 model 8 nb_correct 746 / 802 (93.02%)
20240912-05:30:23 wrote ae_000.pth
20240912-05:30:24 wrote ae_001.pth
20240912-05:30:24 wrote ae_002.pth
20240912-05:30:25 wrote ae_003.pth
20240912-05:30:26 wrote ae_004.pth
20240912-05:30:26 wrote ae_005.pth
20240912-05:30:27 wrote ae_006.pth
20240912-05:30:28 wrote ae_007.pth
20240912-05:30:29 wrote ae_008.pth
20240912-05:30:29 wrote ae_009.pth
20240912-05:30:29 epoch_duration 2min47s next_finish 05:33:17
20240912-05:30:29 wrote state.pth
20240912-05:30:29 --- epoch 639 ----------------------------------------
20240912-05:30:29 current_test_accuracies 0.9358 0.9370 0.9379 0.9352 0.9360 0.9363 0.9436 0.9363 0.9302 0.9360
20240912-05:30:29 time_train=11800 time_c_quizzes=11046
20240912-05:30:29 nb_c_quizzes 3382
20240912-05:30:29 training model 8 (accuracy 0.9301745891571045)
20240912-05:30:29 training model 3 (accuracy 0.9352078437805176)
20240912-05:32:33 train_loss 639 model 8 0.011739426613207798
20240912-05:32:33 train_loss 639 model 3 0.011531850073213718
20240912-05:32:34 test_loss 639 model 8 0.00789267987190101
20240912-05:32:34 test_loss 639 model 3 0.007810337910638054
20240912-05:33:08 test_accuracy 639 model 3 nb_correct 751 / 809 (92.83%)
20240912-05:33:12 test_accuracy 639 model 8 nb_correct 723 / 808 (89.48%)
20240912-05:33:13 wrote ae_000.pth
20240912-05:33:14 wrote ae_001.pth
20240912-05:33:14 wrote ae_002.pth
20240912-05:33:15 wrote ae_003.pth
20240912-05:33:16 wrote ae_004.pth
20240912-05:33:17 wrote ae_005.pth
20240912-05:33:17 wrote ae_006.pth
20240912-05:33:18 wrote ae_007.pth
20240912-05:33:19 wrote ae_008.pth
20240912-05:33:19 wrote ae_009.pth
20240912-05:33:19 epoch_duration 2min50s next_finish 05:36:09
20240912-05:33:19 wrote state.pth
20240912-05:33:19 --- epoch 640 ----------------------------------------
20240912-05:33:19 current_test_accuracies 0.9358 0.9370 0.9379 0.9283 0.9360 0.9363 0.9436 0.9363 0.8948 0.9360
20240912-05:33:19 time_train=11963 time_c_quizzes=11046
20240912-05:33:19 nb_c_quizzes 3382
20240912-05:33:19 training model 8 (accuracy 0.8948019742965698)
20240912-05:33:19 training model 3 (accuracy 0.9283065795898438)
20240912-05:35:23 train_loss 640 model 3 0.012567066316567434
20240912-05:35:23 train_loss 640 model 8 0.01180592782508029
20240912-05:35:24 test_loss 640 model 3 0.007590540993624018
20240912-05:35:24 test_loss 640 model 8 0.008019182193265806
20240912-05:35:56 test_accuracy 640 model 8 nb_correct 759 / 814 (93.24%)
20240912-05:36:03 test_accuracy 640 model 3 nb_correct 727 / 810 (89.75%)
20240912-05:36:04 wrote ae_000.pth
20240912-05:36:04 wrote ae_001.pth
20240912-05:36:05 wrote ae_002.pth
20240912-05:36:06 wrote ae_003.pth
20240912-05:36:06 wrote ae_004.pth
20240912-05:36:07 wrote ae_005.pth
20240912-05:36:08 wrote ae_006.pth
20240912-05:36:09 wrote ae_007.pth
20240912-05:36:09 wrote ae_008.pth
20240912-05:36:10 wrote ae_009.pth
20240912-05:36:10 epoch_duration 2min50s next_finish 05:39:01
20240912-05:36:10 wrote state.pth
20240912-05:36:10 --- epoch 641 ----------------------------------------
20240912-05:36:10 current_test_accuracies 0.9358 0.9370 0.9379 0.8975 0.9360 0.9363 0.9436 0.9363 0.9324 0.9360
20240912-05:36:10 time_train=12126 time_c_quizzes=11046
20240912-05:36:10 nb_c_quizzes 3382
20240912-05:36:10 training model 3 (accuracy 0.8975308537483215)
20240912-05:36:10 training model 8 (accuracy 0.9324324131011963)
20240912-05:38:14 train_loss 641 model 8 0.012274823202264088
20240912-05:38:14 train_loss 641 model 3 0.011942184737079515
20240912-05:38:15 test_loss 641 model 8 0.01004512979361607
20240912-05:38:15 test_loss 641 model 3 0.009834496950861648
20240912-05:38:50 test_accuracy 641 model 8 nb_correct 739 / 806 (91.69%)
20240912-05:38:51 test_accuracy 641 model 3 nb_correct 724 / 794 (91.18%)
20240912-05:38:52 wrote ae_000.pth
20240912-05:38:52 wrote ae_001.pth
20240912-05:38:53 wrote ae_002.pth
20240912-05:38:54 wrote ae_003.pth
20240912-05:38:54 wrote ae_004.pth
20240912-05:38:55 wrote ae_005.pth
20240912-05:38:56 wrote ae_006.pth
20240912-05:38:56 wrote ae_007.pth
20240912-05:38:57 wrote ae_008.pth
20240912-05:38:58 wrote ae_009.pth
20240912-05:38:58 epoch_duration 2min47s next_finish 05:41:45
20240912-05:38:58 wrote state.pth
20240912-05:38:58 --- epoch 642 ----------------------------------------
20240912-05:38:58 current_test_accuracies 0.9358 0.9370 0.9379 0.9118 0.9360 0.9363 0.9436 0.9363 0.9169 0.9360
20240912-05:38:58 time_train=12286 time_c_quizzes=11046
20240912-05:38:58 nb_c_quizzes 3382
20240912-05:38:58 training model 3 (accuracy 0.9118387699127197)
20240912-05:38:58 training model 8 (accuracy 0.9168734550476074)
20240912-05:41:01 train_loss 642 model 3 0.011761130472030345
20240912-05:41:01 train_loss 642 model 8 0.011823654383157191
20240912-05:41:03 test_loss 642 model 3 0.010470854698337462
20240912-05:41:03 test_loss 642 model 8 0.008379267603800145
20240912-05:41:38 test_accuracy 642 model 8 nb_correct 754 / 808 (93.32%)
20240912-05:41:39 test_accuracy 642 model 3 nb_correct 747 / 814 (91.77%)
20240912-05:41:39 wrote ae_000.pth
20240912-05:41:40 wrote ae_001.pth
20240912-05:41:41 wrote ae_002.pth
20240912-05:41:41 wrote ae_003.pth
20240912-05:41:42 wrote ae_004.pth
20240912-05:41:43 wrote ae_005.pth
20240912-05:41:43 wrote ae_006.pth
20240912-05:41:44 wrote ae_007.pth
20240912-05:41:45 wrote ae_008.pth
20240912-05:41:45 wrote ae_009.pth
20240912-05:41:45 epoch_duration 2min47s next_finish 05:44:33
20240912-05:41:46 wrote state.pth
20240912-05:41:46 --- epoch 643 ----------------------------------------
20240912-05:41:46 current_test_accuracies 0.9358 0.9370 0.9379 0.9177 0.9360 0.9363 0.9436 0.9363 0.9332 0.9360
20240912-05:41:46 time_train=12447 time_c_quizzes=11046
20240912-05:41:46 nb_c_quizzes 3382
20240912-05:41:46 training model 3 (accuracy 0.9176903963088989)
20240912-05:41:46 training model 8 (accuracy 0.9331682920455933)
20240912-05:43:49 train_loss 643 model 3 0.011531126880385273
20240912-05:43:49 train_loss 643 model 8 0.012030597254139139
20240912-05:43:50 test_loss 643 model 3 0.005575633255148205
20240912-05:43:51 test_loss 643 model 8 0.006687777137437933
20240912-05:44:25 test_accuracy 643 model 3 nb_correct 734 / 811 (90.51%)
20240912-05:44:27 test_accuracy 643 model 8 nb_correct 744 / 806 (92.31%)
20240912-05:44:28 wrote ae_000.pth
20240912-05:44:29 wrote ae_001.pth
20240912-05:44:29 wrote ae_002.pth
20240912-05:44:30 wrote ae_003.pth
20240912-05:44:31 wrote ae_004.pth
20240912-05:44:32 wrote ae_005.pth
20240912-05:44:32 wrote ae_006.pth
20240912-05:44:33 wrote ae_007.pth
20240912-05:44:34 wrote ae_008.pth
20240912-05:44:34 wrote ae_009.pth
20240912-05:44:34 epoch_duration 2min48s next_finish 05:47:23
20240912-05:44:34 wrote state.pth
20240912-05:44:34 --- epoch 644 ----------------------------------------
20240912-05:44:34 current_test_accuracies 0.9358 0.9370 0.9379 0.9051 0.9360 0.9363 0.9436 0.9363 0.9231 0.9360
20240912-05:44:34 time_train=12608 time_c_quizzes=11046
20240912-05:44:34 nb_c_quizzes 3382
20240912-05:44:34 training model 3 (accuracy 0.9050554633140564)
20240912-05:44:34 training model 8 (accuracy 0.9230769276618958)
20240912-05:46:38 train_loss 644 model 8 0.01160481157052709
20240912-05:46:38 train_loss 644 model 3 0.012090909369038854
20240912-05:46:39 test_loss 644 model 8 0.008085136645513557
20240912-05:46:39 test_loss 644 model 3 0.0072499832519696385
20240912-05:47:15 test_accuracy 644 model 8 nb_correct 740 / 793 (93.32%)
20240912-05:47:17 test_accuracy 644 model 3 nb_correct 715 / 790 (90.51%)
20240912-05:47:18 wrote ae_000.pth
20240912-05:47:18 wrote ae_001.pth
20240912-05:47:19 wrote ae_002.pth
20240912-05:47:20 wrote ae_003.pth
20240912-05:47:20 wrote ae_004.pth
20240912-05:47:21 wrote ae_005.pth
20240912-05:47:22 wrote ae_006.pth
20240912-05:47:22 wrote ae_007.pth
20240912-05:47:23 wrote ae_008.pth
20240912-05:47:24 wrote ae_009.pth
20240912-05:47:24 epoch_duration 2min49s next_finish 05:50:13
20240912-05:47:24 wrote state.pth
20240912-05:47:24 --- epoch 645 ----------------------------------------
20240912-05:47:24 current_test_accuracies 0.9358 0.9370 0.9379 0.9051 0.9360 0.9363 0.9436 0.9363 0.9332 0.9360
20240912-05:47:24 time_train=12770 time_c_quizzes=11046
20240912-05:47:24 nb_c_quizzes 3382
20240912-05:47:24 training model 3 (accuracy 0.905063271522522)
20240912-05:47:24 training model 8 (accuracy 0.9331651926040649)
20240912-05:49:28 train_loss 645 model 8 0.011931378227997811
20240912-05:49:28 train_loss 645 model 3 0.011347453766960825
20240912-05:49:29 test_loss 645 model 8 0.008430536056891924
20240912-05:49:29 test_loss 645 model 3 0.009007060331427397
20240912-05:50:05 test_accuracy 645 model 3 nb_correct 750 / 811 (92.48%)
20240912-05:50:05 test_accuracy 645 model 8 nb_correct 726 / 789 (92.02%)
20240912-05:50:06 wrote ae_000.pth
20240912-05:50:07 wrote ae_001.pth
20240912-05:50:07 wrote ae_002.pth
20240912-05:50:08 wrote ae_003.pth
20240912-05:50:09 wrote ae_004.pth
20240912-05:50:10 wrote ae_005.pth
20240912-05:50:10 wrote ae_006.pth
20240912-05:50:11 wrote ae_007.pth
20240912-05:50:12 wrote ae_008.pth
20240912-05:50:12 wrote ae_009.pth
20240912-05:50:12 epoch_duration 2min48s next_finish 05:53:01
20240912-05:50:12 wrote state.pth
20240912-05:50:12 --- epoch 646 ----------------------------------------
20240912-05:50:12 current_test_accuracies 0.9358 0.9370 0.9379 0.9248 0.9360 0.9363 0.9436 0.9363 0.9202 0.9360
20240912-05:50:12 time_train=12931 time_c_quizzes=11046
20240912-05:50:12 nb_c_quizzes 3382
20240912-05:50:12 training model 8 (accuracy 0.9201520681381226)
20240912-05:50:12 training model 3 (accuracy 0.924784243106842)
20240912-05:52:16 train_loss 646 model 3 0.01155151208388088
20240912-05:52:16 train_loss 646 model 8 0.011736566796023909
20240912-05:52:17 test_loss 646 model 3 0.008873101084736846
20240912-05:52:17 test_loss 646 model 8 0.005924854973318361
20240912-05:52:51 test_accuracy 646 model 8 nb_correct 738 / 829 (89.02%)
20240912-05:52:54 test_accuracy 646 model 3 nb_correct 746 / 794 (93.95%)
20240912-05:52:55 wrote ae_000.pth
20240912-05:52:56 wrote ae_001.pth
20240912-05:52:56 wrote ae_002.pth
20240912-05:52:57 wrote ae_003.pth
20240912-05:52:58 wrote ae_004.pth
20240912-05:52:58 wrote ae_005.pth
20240912-05:52:59 wrote ae_006.pth
20240912-05:53:00 wrote ae_007.pth
20240912-05:53:01 wrote ae_008.pth
20240912-05:53:01 wrote ae_009.pth
20240912-05:53:01 epoch_duration 2min48s next_finish 05:55:50
20240912-05:53:01 wrote state.pth
20240912-05:53:01 --- epoch 647 ----------------------------------------
20240912-05:53:01 current_test_accuracies 0.9358 0.9370 0.9379 0.9395 0.9360 0.9363 0.9436 0.9363 0.8902 0.9360
20240912-05:53:01 time_train=13092 time_c_quizzes=11046
20240912-05:53:01 nb_c_quizzes 3382
20240912-05:53:01 training model 8 (accuracy 0.8902291655540466)
20240912-05:53:01 training model 0 (accuracy 0.935815155506134)
20240912-05:55:05 train_loss 647 model 8 0.012100055920880549
20240912-05:55:05 train_loss 647 model 0 0.012449405256273166
20240912-05:55:06 test_loss 647 model 8 0.011025433859106214
20240912-05:55:06 test_loss 647 model 0 0.008062882090618473
20240912-05:55:42 test_accuracy 647 model 8 nb_correct 741 / 795 (93.21%)
20240912-05:55:44 test_accuracy 647 model 0 nb_correct 746 / 819 (91.09%)
20240912-05:55:45 wrote ae_000.pth
20240912-05:55:45 wrote ae_001.pth
20240912-05:55:46 wrote ae_002.pth
20240912-05:55:47 wrote ae_003.pth
20240912-05:55:47 wrote ae_004.pth
20240912-05:55:48 wrote ae_005.pth
20240912-05:55:49 wrote ae_006.pth
20240912-05:55:50 wrote ae_007.pth
20240912-05:55:50 wrote ae_008.pth
20240912-05:55:51 wrote ae_009.pth
20240912-05:55:51 epoch_duration 2min49s next_finish 05:58:41
20240912-05:55:51 wrote state.pth
20240912-05:55:51 --- epoch 648 ----------------------------------------
20240912-05:55:51 current_test_accuracies 0.9109 0.9370 0.9379 0.9395 0.9360 0.9363 0.9436 0.9363 0.9321 0.9360
20240912-05:55:51 time_train=13254 time_c_quizzes=11046
20240912-05:55:51 nb_c_quizzes 3382
20240912-05:55:51 training model 0 (accuracy 0.910866916179657)
20240912-05:55:51 training model 8 (accuracy 0.9320755004882812)
20240912-05:57:54 train_loss 648 model 0 0.012487666776316473
20240912-05:57:55 train_loss 648 model 8 0.011158161525570904
20240912-05:57:56 test_loss 648 model 0 0.009761328294041504
20240912-05:57:56 test_loss 648 model 8 0.011839827446158325
20240912-05:58:29 test_accuracy 648 model 8 nb_correct 760 / 821 (92.57%)
20240912-05:58:32 test_accuracy 648 model 0 nb_correct 733 / 801 (91.51%)
20240912-05:58:33 wrote ae_000.pth
20240912-05:58:33 wrote ae_001.pth
20240912-05:58:34 wrote ae_002.pth
20240912-05:58:35 wrote ae_003.pth
20240912-05:58:35 wrote ae_004.pth
20240912-05:58:36 wrote ae_005.pth
20240912-05:58:37 wrote ae_006.pth
20240912-05:58:38 wrote ae_007.pth
20240912-05:58:38 wrote ae_008.pth
20240912-05:58:39 wrote ae_009.pth
20240912-05:58:39 epoch_duration 2min47s next_finish 06:01:27
20240912-05:58:39 wrote state.pth
20240912-05:58:39 --- epoch 649 ----------------------------------------
20240912-05:58:39 current_test_accuracies 0.9151 0.9370 0.9379 0.9395 0.9360 0.9363 0.9436 0.9363 0.9257 0.9360
20240912-05:58:39 time_train=13415 time_c_quizzes=11046
20240912-05:58:39 nb_c_quizzes 3382
20240912-05:58:39 training model 0 (accuracy 0.9151061177253723)
20240912-05:58:39 training model 8 (accuracy 0.9257003664970398)
20240912-06:00:42 train_loss 649 model 8 0.011310646481581898
20240912-06:00:42 train_loss 649 model 0 0.012134116546316364
20240912-06:00:44 test_loss 649 model 8 0.00676936739462235
20240912-06:00:44 test_loss 649 model 0 0.009226227444503365
20240912-06:01:19 test_accuracy 649 model 8 nb_correct 755 / 803 (94.02%)
20240912-06:01:23 test_accuracy 649 model 0 nb_correct 752 / 796 (94.47%)
20240912-06:01:24 wrote ae_000.pth
20240912-06:01:25 wrote ae_001.pth
20240912-06:01:26 wrote ae_002.pth
20240912-06:01:26 wrote ae_003.pth
20240912-06:01:27 wrote ae_004.pth
20240912-06:01:28 wrote ae_005.pth
20240912-06:01:28 wrote ae_006.pth
20240912-06:01:29 wrote ae_007.pth
20240912-06:01:30 wrote ae_008.pth
20240912-06:01:30 wrote ae_009.pth
20240912-06:01:30 epoch_duration 2min51s next_finish 06:04:22
20240912-06:01:30 wrote state.pth
20240912-06:01:30 --- epoch 650 ----------------------------------------
20240912-06:01:30 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9360 0.9363 0.9436 0.9363 0.9402 0.9360
20240912-06:01:30 time_train=13579 time_c_quizzes=11046
20240912-06:01:30 nb_c_quizzes 3382
20240912-06:01:30 training model 4 (accuracy 0.9360100626945496)
20240912-06:01:30 training model 9 (accuracy 0.9360100626945496)
20240912-06:03:34 train_loss 650 model 9 0.012471633666602429
20240912-06:03:34 train_loss 650 model 4 0.011762336503696133
20240912-06:03:35 test_loss 650 model 9 0.010340588693998143
20240912-06:03:35 test_loss 650 model 4 0.009022796879077078
20240912-06:04:09 test_accuracy 650 model 4 nb_correct 746 / 799 (93.37%)
20240912-06:04:14 test_accuracy 650 model 9 nb_correct 719 / 790 (91.01%)
20240912-06:04:15 wrote ae_000.pth
20240912-06:04:15 wrote ae_001.pth
20240912-06:04:16 wrote ae_002.pth
20240912-06:04:17 wrote ae_003.pth
20240912-06:04:18 wrote ae_004.pth
20240912-06:04:18 wrote ae_005.pth
20240912-06:04:19 wrote ae_006.pth
20240912-06:04:20 wrote ae_007.pth
20240912-06:04:20 wrote ae_008.pth
20240912-06:04:21 wrote ae_009.pth
20240912-06:04:21 epoch_duration 2min50s next_finish 06:07:12
20240912-06:04:21 wrote state.pth
20240912-06:04:21 --- epoch 651 ----------------------------------------
20240912-06:04:21 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9337 0.9363 0.9436 0.9363 0.9402 0.9101
20240912-06:04:21 time_train=13742 time_c_quizzes=11046
20240912-06:04:21 nb_c_quizzes 3382
20240912-06:04:21 training model 9 (accuracy 0.9101265668869019)
20240912-06:04:21 training model 4 (accuracy 0.9336670637130737)
20240912-06:06:24 train_loss 651 model 4 0.011705771290806296
20240912-06:06:25 train_loss 651 model 9 0.01290251983141843
20240912-06:06:26 test_loss 651 model 4 0.010629637381202883
20240912-06:06:26 test_loss 651 model 9 0.010147149733711558
20240912-06:07:05 test_accuracy 651 model 4 nb_correct 742 / 804 (92.29%)
20240912-06:07:09 test_accuracy 651 model 9 nb_correct 707 / 768 (92.06%)
20240912-06:07:10 wrote ae_000.pth
20240912-06:07:11 wrote ae_001.pth
20240912-06:07:11 wrote ae_002.pth
20240912-06:07:12 wrote ae_003.pth
20240912-06:07:13 wrote ae_004.pth
20240912-06:07:13 wrote ae_005.pth
20240912-06:07:14 wrote ae_006.pth
20240912-06:07:15 wrote ae_007.pth
20240912-06:07:15 wrote ae_008.pth
20240912-06:07:16 wrote ae_009.pth
20240912-06:07:16 epoch_duration 2min55s next_finish 06:10:11
20240912-06:07:16 wrote state.pth
20240912-06:07:16 --- epoch 652 ----------------------------------------
20240912-06:07:16 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9229 0.9363 0.9436 0.9363 0.9402 0.9206
20240912-06:07:16 time_train=13910 time_c_quizzes=11046
20240912-06:07:16 nb_c_quizzes 3382
20240912-06:07:16 training model 9 (accuracy 0.9205729365348816)
20240912-06:07:16 training model 4 (accuracy 0.9228855967521667)
20240912-06:09:19 train_loss 652 model 9 0.011726941395045288
20240912-06:09:20 train_loss 652 model 4 0.012186169414111646
20240912-06:09:21 test_loss 652 model 9 0.008338447212611299
20240912-06:09:21 test_loss 652 model 4 0.00828028021701357
20240912-06:09:59 test_accuracy 652 model 4 nb_correct 735 / 797 (92.22%)
20240912-06:10:01 test_accuracy 652 model 9 nb_correct 734 / 801 (91.64%)
20240912-06:10:02 wrote ae_000.pth
20240912-06:10:03 wrote ae_001.pth
20240912-06:10:04 wrote ae_002.pth
20240912-06:10:04 wrote ae_003.pth
20240912-06:10:05 wrote ae_004.pth
20240912-06:10:06 wrote ae_005.pth
20240912-06:10:06 wrote ae_006.pth
20240912-06:10:07 wrote ae_007.pth
20240912-06:10:08 wrote ae_008.pth
20240912-06:10:08 wrote ae_009.pth
20240912-06:10:08 epoch_duration 2min52s next_finish 06:13:00
20240912-06:10:08 wrote state.pth
20240912-06:10:08 --- epoch 653 ----------------------------------------
20240912-06:10:08 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9222 0.9363 0.9436 0.9363 0.9402 0.9164
20240912-06:10:08 time_train=14075 time_c_quizzes=11046
20240912-06:10:08 nb_c_quizzes 3382
20240912-06:10:08 training model 9 (accuracy 0.9163545370101929)
20240912-06:10:08 training model 4 (accuracy 0.922208309173584)
20240912-06:12:12 train_loss 653 model 4 0.011817906305092947
20240912-06:12:12 train_loss 653 model 9 0.011493431597788003
20240912-06:12:14 test_loss 653 model 4 0.007231654602674098
20240912-06:12:14 test_loss 653 model 9 0.006968384489425716
20240912-06:12:48 test_accuracy 653 model 4 nb_correct 745 / 800 (93.12%)
20240912-06:12:49 test_accuracy 653 model 9 nb_correct 750 / 812 (92.36%)
20240912-06:12:50 wrote ae_000.pth
20240912-06:12:51 wrote ae_001.pth
20240912-06:12:52 wrote ae_002.pth
20240912-06:12:52 wrote ae_003.pth
20240912-06:12:53 wrote ae_004.pth
20240912-06:12:54 wrote ae_005.pth
20240912-06:12:54 wrote ae_006.pth
20240912-06:12:55 wrote ae_007.pth
20240912-06:12:56 wrote ae_008.pth
20240912-06:12:56 wrote ae_009.pth
20240912-06:12:56 epoch_duration 2min48s next_finish 06:15:44
20240912-06:12:56 wrote state.pth
20240912-06:12:56 --- epoch 654 ----------------------------------------
20240912-06:12:56 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9312 0.9363 0.9436 0.9363 0.9402 0.9236
20240912-06:12:56 time_train=14236 time_c_quizzes=11046
20240912-06:12:56 nb_c_quizzes 3382
20240912-06:12:56 training model 9 (accuracy 0.9236453175544739)
20240912-06:12:56 training model 4 (accuracy 0.9312499761581421)
20240912-06:15:00 train_loss 654 model 4 0.011697377707816486
20240912-06:15:00 train_loss 654 model 9 0.012169995424774243
20240912-06:15:01 test_loss 654 model 4 0.012371426796522655
20240912-06:15:01 test_loss 654 model 9 0.008596455278950543
20240912-06:15:37 test_accuracy 654 model 4 nb_correct 693 / 786 (88.17%)
20240912-06:15:44 test_accuracy 654 model 9 nb_correct 727 / 796 (91.33%)
20240912-06:15:45 wrote ae_000.pth
20240912-06:15:46 wrote ae_001.pth
20240912-06:15:46 wrote ae_002.pth
20240912-06:15:47 wrote ae_003.pth
20240912-06:15:48 wrote ae_004.pth
20240912-06:15:48 wrote ae_005.pth
20240912-06:15:49 wrote ae_006.pth
20240912-06:15:50 wrote ae_007.pth
20240912-06:15:50 wrote ae_008.pth
20240912-06:15:51 wrote ae_009.pth
20240912-06:15:51 epoch_duration 2min54s next_finish 06:18:46
20240912-06:15:51 wrote state.pth
20240912-06:15:51 --- epoch 655 ----------------------------------------
20240912-06:15:51 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.8817 0.9363 0.9436 0.9363 0.9402 0.9133
20240912-06:15:51 time_train=14403 time_c_quizzes=11046
20240912-06:15:51 nb_c_quizzes 3382
20240912-06:15:51 training model 4 (accuracy 0.8816794157028198)
20240912-06:15:51 training model 9 (accuracy 0.9133166074752808)
20240912-06:17:55 train_loss 655 model 9 0.010950142845527807
20240912-06:17:55 train_loss 655 model 4 0.012271433660716867
20240912-06:17:56 test_loss 655 model 9 0.010943541143024049
20240912-06:17:56 test_loss 655 model 4 0.011696823608667728
20240912-06:18:32 test_accuracy 655 model 4 nb_correct 703 / 794 (88.54%)
20240912-06:18:36 test_accuracy 655 model 9 nb_correct 718 / 790 (90.89%)
20240912-06:18:37 wrote ae_000.pth
20240912-06:18:37 wrote ae_001.pth
20240912-06:18:38 wrote ae_002.pth
20240912-06:18:39 wrote ae_003.pth
20240912-06:18:39 wrote ae_004.pth
20240912-06:18:40 wrote ae_005.pth
20240912-06:18:41 wrote ae_006.pth
20240912-06:18:41 wrote ae_007.pth
20240912-06:18:42 wrote ae_008.pth
20240912-06:18:43 wrote ae_009.pth
20240912-06:18:43 epoch_duration 2min51s next_finish 06:21:34
20240912-06:18:43 wrote state.pth
20240912-06:18:43 --- epoch 656 ----------------------------------------
20240912-06:18:43 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.8854 0.9363 0.9436 0.9363 0.9402 0.9089
20240912-06:18:43 time_train=14567 time_c_quizzes=11046
20240912-06:18:43 nb_c_quizzes 3382
20240912-06:18:43 training model 4 (accuracy 0.8853904008865356)
20240912-06:18:43 training model 9 (accuracy 0.9088607430458069)
20240912-06:20:46 train_loss 656 model 9 0.011717908584127145
20240912-06:20:46 train_loss 656 model 4 0.011408275580404734
20240912-06:20:48 test_loss 656 model 9 0.012452497691239729
20240912-06:20:48 test_loss 656 model 4 0.007593319751640593
20240912-06:21:22 test_accuracy 656 model 4 nb_correct 742 / 804 (92.29%)
20240912-06:21:26 test_accuracy 656 model 9 nb_correct 756 / 797 (94.86%)
20240912-06:21:26 wrote ae_000.pth
20240912-06:21:27 wrote ae_001.pth
20240912-06:21:28 wrote ae_002.pth
20240912-06:21:29 wrote ae_003.pth
20240912-06:21:29 wrote ae_004.pth
20240912-06:21:30 wrote ae_005.pth
20240912-06:21:31 wrote ae_006.pth
20240912-06:21:31 wrote ae_007.pth
20240912-06:21:32 wrote ae_008.pth
20240912-06:21:33 wrote ae_009.pth
20240912-06:21:33 epoch_duration 2min49s next_finish 06:24:22
20240912-06:21:33 wrote state.pth
20240912-06:21:33 --- epoch 657 ----------------------------------------
20240912-06:21:33 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9229 0.9363 0.9436 0.9363 0.9402 0.9486
20240912-06:21:33 time_train=14729 time_c_quizzes=11046
20240912-06:21:33 nb_c_quizzes 3382
20240912-06:21:33 training model 4 (accuracy 0.9228855967521667)
20240912-06:21:33 training model 5 (accuracy 0.936274528503418)
20240912-06:23:36 train_loss 657 model 5 0.012789664708609053
20240912-06:23:36 train_loss 657 model 4 0.011769847312547427
20240912-06:23:37 test_loss 657 model 5 0.010066166242745566
20240912-06:23:37 test_loss 657 model 4 0.01013317220110821
20240912-06:24:12 test_accuracy 657 model 4 nb_correct 696 / 778 (89.46%)
20240912-06:24:14 test_accuracy 657 model 5 nb_correct 751 / 832 (90.26%)
20240912-06:24:15 wrote ae_000.pth
20240912-06:24:15 wrote ae_001.pth
20240912-06:24:16 wrote ae_002.pth
20240912-06:24:17 wrote ae_003.pth
20240912-06:24:17 wrote ae_004.pth
20240912-06:24:18 wrote ae_005.pth
20240912-06:24:19 wrote ae_006.pth
20240912-06:24:19 wrote ae_007.pth
20240912-06:24:20 wrote ae_008.pth
20240912-06:24:21 wrote ae_009.pth
20240912-06:24:21 epoch_duration 2min47s next_finish 06:27:08
20240912-06:24:21 wrote state.pth
20240912-06:24:21 --- epoch 658 ----------------------------------------
20240912-06:24:21 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.8946 0.9026 0.9436 0.9363 0.9402 0.9486
20240912-06:24:21 time_train=14890 time_c_quizzes=11046
20240912-06:24:21 nb_c_quizzes 3382
20240912-06:24:21 training model 4 (accuracy 0.8946015238761902)
20240912-06:24:21 training model 5 (accuracy 0.9026442170143127)
20240912-06:26:24 train_loss 658 model 4 0.012049296378327199
20240912-06:26:25 train_loss 658 model 5 0.013197824439426768
20240912-06:26:26 test_loss 658 model 4 0.008605882117672081
20240912-06:26:26 test_loss 658 model 5 0.008111934106023
20240912-06:26:58 test_accuracy 658 model 4 nb_correct 747 / 804 (92.91%)
20240912-06:27:07 test_accuracy 658 model 5 nb_correct 727 / 794 (91.56%)
20240912-06:27:08 wrote ae_000.pth
20240912-06:27:08 wrote ae_001.pth
20240912-06:27:09 wrote ae_002.pth
20240912-06:27:10 wrote ae_003.pth
20240912-06:27:10 wrote ae_004.pth
20240912-06:27:11 wrote ae_005.pth
20240912-06:27:12 wrote ae_006.pth
20240912-06:27:12 wrote ae_007.pth
20240912-06:27:13 wrote ae_008.pth
20240912-06:27:14 wrote ae_009.pth
20240912-06:27:14 epoch_duration 2min53s next_finish 06:30:07
20240912-06:27:14 wrote state.pth
20240912-06:27:14 --- epoch 659 ----------------------------------------
20240912-06:27:14 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9291 0.9156 0.9436 0.9363 0.9402 0.9486
20240912-06:27:14 time_train=15056 time_c_quizzes=11046
20240912-06:27:14 nb_c_quizzes 3382
20240912-06:27:14 training model 5 (accuracy 0.9156171083450317)
20240912-06:27:14 training model 4 (accuracy 0.9291045069694519)
20240912-06:29:17 train_loss 659 model 4 0.011378009045602084
20240912-06:29:17 train_loss 659 model 5 0.01293498345775879
20240912-06:29:19 test_loss 659 model 4 0.007730904950130934
20240912-06:29:19 test_loss 659 model 5 0.007918217531914707
20240912-06:29:56 test_accuracy 659 model 4 nb_correct 707 / 800 (88.38%)
20240912-06:29:58 test_accuracy 659 model 5 nb_correct 747 / 807 (92.57%)
20240912-06:29:59 wrote ae_000.pth
20240912-06:30:00 wrote ae_001.pth
20240912-06:30:01 wrote ae_002.pth
20240912-06:30:01 wrote ae_003.pth
20240912-06:30:02 wrote ae_004.pth
20240912-06:30:03 wrote ae_005.pth
20240912-06:30:03 wrote ae_006.pth
20240912-06:30:04 wrote ae_007.pth
20240912-06:30:05 wrote ae_008.pth
20240912-06:30:05 wrote ae_009.pth
20240912-06:30:05 epoch_duration 2min51s next_finish 06:32:57
20240912-06:30:05 wrote state.pth
20240912-06:30:05 --- epoch 660 ----------------------------------------
20240912-06:30:05 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.8838 0.9257 0.9436 0.9363 0.9402 0.9486
20240912-06:30:05 time_train=15220 time_c_quizzes=11046
20240912-06:30:05 nb_c_quizzes 3382
20240912-06:30:05 training model 4 (accuracy 0.8837500214576721)
20240912-06:30:05 training model 5 (accuracy 0.9256505370140076)
20240912-06:32:09 train_loss 660 model 5 0.012588675481551036
20240912-06:32:09 train_loss 660 model 4 0.01167430505331322
20240912-06:32:10 test_loss 660 model 5 0.009431169330895273
20240912-06:32:11 test_loss 660 model 4 0.005148108899641101
20240912-06:32:46 test_accuracy 660 model 4 nb_correct 720 / 777 (92.66%)
20240912-06:32:47 test_accuracy 660 model 5 nb_correct 732 / 793 (92.31%)
20240912-06:32:48 wrote ae_000.pth
20240912-06:32:48 wrote ae_001.pth
20240912-06:32:49 wrote ae_002.pth
20240912-06:32:50 wrote ae_003.pth
20240912-06:32:50 wrote ae_004.pth
20240912-06:32:51 wrote ae_005.pth
20240912-06:32:52 wrote ae_006.pth
20240912-06:32:52 wrote ae_007.pth
20240912-06:32:53 wrote ae_008.pth
20240912-06:32:54 wrote ae_009.pth
20240912-06:32:54 epoch_duration 2min48s next_finish 06:35:42
20240912-06:32:54 wrote state.pth
20240912-06:32:54 --- epoch 661 ----------------------------------------
20240912-06:32:54 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9266 0.9231 0.9436 0.9363 0.9402 0.9486
20240912-06:32:54 time_train=15381 time_c_quizzes=11046
20240912-06:32:54 nb_c_quizzes 3382
20240912-06:32:54 training model 5 (accuracy 0.9230769276618958)
20240912-06:32:54 training model 4 (accuracy 0.9266409277915955)
20240912-06:34:57 train_loss 661 model 4 0.01227490085788304
20240912-06:34:57 train_loss 661 model 5 0.012447550982622489
20240912-06:34:59 test_loss 661 model 4 0.006747315693968403
20240912-06:34:59 test_loss 661 model 5 0.008540624703221056
20240912-06:35:32 test_accuracy 661 model 4 nb_correct 745 / 806 (92.43%)
20240912-06:35:33 test_accuracy 661 model 5 nb_correct 751 / 806 (93.18%)
20240912-06:35:34 wrote ae_000.pth
20240912-06:35:35 wrote ae_001.pth
20240912-06:35:36 wrote ae_002.pth
20240912-06:35:36 wrote ae_003.pth
20240912-06:35:37 wrote ae_004.pth
20240912-06:35:38 wrote ae_005.pth
20240912-06:35:38 wrote ae_006.pth
20240912-06:35:39 wrote ae_007.pth
20240912-06:35:40 wrote ae_008.pth
20240912-06:35:40 wrote ae_009.pth
20240912-06:35:40 epoch_duration 2min46s next_finish 06:38:27
20240912-06:35:40 wrote state.pth
20240912-06:35:40 --- epoch 662 ----------------------------------------
20240912-06:35:40 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9243 0.9318 0.9436 0.9363 0.9402 0.9486
20240912-06:35:40 time_train=15540 time_c_quizzes=11046
20240912-06:35:40 nb_c_quizzes 3382
20240912-06:35:40 training model 4 (accuracy 0.9243175983428955)
20240912-06:35:40 training model 5 (accuracy 0.9317618012428284)
20240912-06:37:44 train_loss 662 model 4 0.01092505982741568
20240912-06:37:44 train_loss 662 model 5 0.012362624785866501
20240912-06:37:45 test_loss 662 model 4 0.00762119107502599
20240912-06:37:46 test_loss 662 model 5 0.009179156016034539
20240912-06:38:19 test_accuracy 662 model 4 nb_correct 738 / 795 (92.83%)
20240912-06:38:23 test_accuracy 662 model 5 nb_correct 704 / 778 (90.49%)
20240912-06:38:24 wrote ae_000.pth
20240912-06:38:24 wrote ae_001.pth
20240912-06:38:25 wrote ae_002.pth
20240912-06:38:26 wrote ae_003.pth
20240912-06:38:26 wrote ae_004.pth
20240912-06:38:27 wrote ae_005.pth
20240912-06:38:28 wrote ae_006.pth
20240912-06:38:28 wrote ae_007.pth
20240912-06:38:29 wrote ae_008.pth
20240912-06:38:30 wrote ae_009.pth
20240912-06:38:30 epoch_duration 2min49s next_finish 06:41:19
20240912-06:38:30 wrote state.pth
20240912-06:38:30 --- epoch 663 ----------------------------------------
20240912-06:38:30 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9283 0.9049 0.9436 0.9363 0.9402 0.9486
20240912-06:38:30 time_train=15702 time_c_quizzes=11046
20240912-06:38:30 nb_c_quizzes 3382
20240912-06:38:30 training model 5 (accuracy 0.9048843383789062)
20240912-06:38:30 training model 4 (accuracy 0.9283018708229065)
20240912-06:40:33 train_loss 663 model 4 0.011259660632983469
20240912-06:40:33 train_loss 663 model 5 0.011859634524105786
20240912-06:40:35 test_loss 663 model 4 0.011826957651379644
20240912-06:40:35 test_loss 663 model 5 0.006122814413663491
20240912-06:41:10 test_accuracy 663 model 4 nb_correct 752 / 811 (92.73%)
20240912-06:41:13 test_accuracy 663 model 5 nb_correct 745 / 817 (91.19%)
20240912-06:41:13 wrote ae_000.pth
20240912-06:41:14 wrote ae_001.pth
20240912-06:41:15 wrote ae_002.pth
20240912-06:41:15 wrote ae_003.pth
20240912-06:41:16 wrote ae_004.pth
20240912-06:41:17 wrote ae_005.pth
20240912-06:41:17 wrote ae_006.pth
20240912-06:41:18 wrote ae_007.pth
20240912-06:41:19 wrote ae_008.pth
20240912-06:41:19 wrote ae_009.pth
20240912-06:41:19 epoch_duration 2min49s next_finish 06:44:09
20240912-06:41:19 wrote state.pth
20240912-06:41:19 --- epoch 664 ----------------------------------------
20240912-06:41:19 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9273 0.9119 0.9436 0.9363 0.9402 0.9486
20240912-06:41:19 time_train=15865 time_c_quizzes=11046
20240912-06:41:19 nb_c_quizzes 3382
20240912-06:41:19 training model 5 (accuracy 0.9118726849555969)
20240912-06:41:19 training model 4 (accuracy 0.927250325679779)
20240912-06:43:23 train_loss 664 model 5 0.012305651854248026
20240912-06:43:23 train_loss 664 model 4 0.01174442395200822
20240912-06:43:24 test_loss 664 model 5 0.008610415228031344
20240912-06:43:24 test_loss 664 model 4 0.011515152108427174
20240912-06:43:58 test_accuracy 664 model 4 nb_correct 730 / 817 (89.35%)
20240912-06:44:01 test_accuracy 664 model 5 nb_correct 752 / 801 (93.88%)
20240912-06:44:01 wrote ae_000.pth
20240912-06:44:02 wrote ae_001.pth
20240912-06:44:03 wrote ae_002.pth
20240912-06:44:03 wrote ae_003.pth
20240912-06:44:04 wrote ae_004.pth
20240912-06:44:05 wrote ae_005.pth
20240912-06:44:05 wrote ae_006.pth
20240912-06:44:06 wrote ae_007.pth
20240912-06:44:07 wrote ae_008.pth
20240912-06:44:08 wrote ae_009.pth
20240912-06:44:08 epoch_duration 2min48s next_finish 06:46:56
20240912-06:44:08 wrote state.pth
20240912-06:44:08 --- epoch 665 ----------------------------------------
20240912-06:44:08 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.8935 0.9388 0.9436 0.9363 0.9402 0.9486
20240912-06:44:08 time_train=16026 time_c_quizzes=11046
20240912-06:44:08 nb_c_quizzes 3382
20240912-06:44:08 training model 4 (accuracy 0.8935128450393677)
20240912-06:44:08 training model 7 (accuracy 0.9363057613372803)
20240912-06:46:11 train_loss 665 model 7 0.01253751264797029
20240912-06:46:11 train_loss 665 model 4 0.011256091718752942
20240912-06:46:13 test_loss 665 model 7 0.007207877874702717
20240912-06:46:13 test_loss 665 model 4 0.008069447423838482
20240912-06:46:48 test_accuracy 665 model 4 nb_correct 755 / 808 (93.44%)
20240912-06:46:51 test_accuracy 665 model 7 nb_correct 755 / 794 (95.09%)
20240912-06:46:52 wrote ae_000.pth
20240912-06:46:53 wrote ae_001.pth
20240912-06:46:53 wrote ae_002.pth
20240912-06:46:54 wrote ae_003.pth
20240912-06:46:55 wrote ae_004.pth
20240912-06:46:55 wrote ae_005.pth
20240912-06:46:56 wrote ae_006.pth
20240912-06:46:57 wrote ae_007.pth
20240912-06:46:58 wrote ae_008.pth
20240912-06:46:58 wrote ae_009.pth
20240912-06:46:58 epoch_duration 2min50s next_finish 06:49:49
20240912-06:46:58 wrote state.pth
20240912-06:46:58 --- epoch 666 ----------------------------------------
20240912-06:46:58 current_test_accuracies 0.9447 0.9370 0.9379 0.9395 0.9344 0.9388 0.9436 0.9509 0.9402 0.9486
20240912-06:46:58 time_train=16189 time_c_quizzes=11046
20240912-06:46:58 nb_c_quizzes 3382
20240912-06:46:58 training model 4 (accuracy 0.9344059228897095)
20240912-06:46:58 training model 1 (accuracy 0.9370179772377014)
20240912-06:49:02 train_loss 666 model 4 0.011008739455945033
20240912-06:49:02 train_loss 666 model 1 0.012736890721265808
20240912-06:49:03 test_loss 666 model 4 0.012320867309063033
20240912-06:49:03 test_loss 666 model 1 0.009020768664299794
20240912-06:49:38 test_accuracy 666 model 4 nb_correct 756 / 805 (93.91%)
20240912-06:49:40 test_accuracy 666 model 1 nb_correct 722 / 800 (90.25%)
20240912-06:49:41 wrote ae_000.pth
20240912-06:49:42 wrote ae_001.pth
20240912-06:49:42 wrote ae_002.pth
20240912-06:49:43 wrote ae_003.pth
20240912-06:49:44 wrote ae_004.pth
20240912-06:49:45 wrote ae_005.pth
20240912-06:49:45 wrote ae_006.pth
20240912-06:49:46 wrote ae_007.pth
20240912-06:49:47 wrote ae_008.pth
20240912-06:49:47 wrote ae_009.pth
20240912-06:49:47 epoch_duration 2min48s next_finish 06:52:36
20240912-06:49:47 wrote state.pth
20240912-06:49:47 --- epoch 667 ----------------------------------------
20240912-06:49:47 current_test_accuracies 0.9447 0.9025 0.9379 0.9395 0.9391 0.9388 0.9436 0.9509 0.9402 0.9486
20240912-06:49:47 time_train=16351 time_c_quizzes=11046
20240912-06:49:47 nb_c_quizzes 3382
20240912-06:49:47 training model 1 (accuracy 0.9024999737739563)
20240912-06:49:47 training model 2 (accuracy 0.9379042983055115)
20240912-06:51:51 train_loss 667 model 2 0.012676369128275838
20240912-06:51:51 train_loss 667 model 1 0.011712256375954895
20240912-06:51:52 test_loss 667 model 2 0.007732601170846465
20240912-06:51:52 test_loss 667 model 1 0.008849316879059188
20240912-06:52:32 test_accuracy 667 model 1 nb_correct 733 / 787 (93.14%)
20240912-06:52:32 test_accuracy 667 model 2 nb_correct 712 / 776 (91.75%)
20240912-06:52:33 wrote ae_000.pth
20240912-06:52:34 wrote ae_001.pth
20240912-06:52:34 wrote ae_002.pth
20240912-06:52:35 wrote ae_003.pth
20240912-06:52:36 wrote ae_004.pth
20240912-06:52:36 wrote ae_005.pth
20240912-06:52:37 wrote ae_006.pth
20240912-06:52:38 wrote ae_007.pth
20240912-06:52:38 wrote ae_008.pth
20240912-06:52:39 wrote ae_009.pth
20240912-06:52:39 epoch_duration 2min51s next_finish 06:55:31
20240912-06:52:39 wrote state.pth
20240912-06:52:39 --- epoch 668 ----------------------------------------
20240912-06:52:39 current_test_accuracies 0.9447 0.9314 0.9175 0.9395 0.9391 0.9388 0.9436 0.9509 0.9402 0.9486
20240912-06:52:39 time_train=16515 time_c_quizzes=11046
20240912-06:52:39 nb_c_quizzes 3382
20240912-06:52:39 training model 2 (accuracy 0.9175257682800293)
20240912-06:52:39 training model 1 (accuracy 0.9313849806785583)
20240912-06:54:42 train_loss 668 model 1 0.012756802657784647
20240912-06:54:42 train_loss 668 model 2 0.012375535413048056
20240912-06:54:44 test_loss 668 model 1 0.007242352989896972
20240912-06:54:44 test_loss 668 model 2 0.009385001259124693
20240912-06:55:20 test_accuracy 668 model 1 nb_correct 774 / 822 (94.16%)
20240912-06:55:20 test_accuracy 668 model 2 nb_correct 721 / 794 (90.81%)
20240912-06:55:21 wrote ae_000.pth
20240912-06:55:22 wrote ae_001.pth
20240912-06:55:22 wrote ae_002.pth
20240912-06:55:23 wrote ae_003.pth
20240912-06:55:24 wrote ae_004.pth
20240912-06:55:24 wrote ae_005.pth
20240912-06:55:25 wrote ae_006.pth
20240912-06:55:26 wrote ae_007.pth
20240912-06:55:26 wrote ae_008.pth
20240912-06:55:27 wrote ae_009.pth
20240912-06:55:27 epoch_duration 2min47s next_finish 06:58:15
20240912-06:55:27 wrote state.pth
20240912-06:55:27 --- epoch 669 ----------------------------------------
20240912-06:55:27 current_test_accuracies 0.9447 0.9416 0.9081 0.9395 0.9391 0.9388 0.9436 0.9509 0.9402 0.9486
20240912-06:55:27 time_train=16676 time_c_quizzes=11046
20240912-06:55:27 nb_c_quizzes 3382
20240912-06:55:27 training model 2 (accuracy 0.9080604314804077)
20240912-06:55:27 training model 5 (accuracy 0.9388264417648315)
20240912-06:57:30 train_loss 669 model 2 0.011862797579331527
20240912-06:57:31 train_loss 669 model 5 0.012145809754068978
20240912-06:57:32 test_loss 669 model 2 0.009647925924480206
20240912-06:57:32 test_loss 669 model 5 0.00793554139706032
20240912-06:58:07 test_accuracy 669 model 5 nb_correct 724 / 804 (90.05%)
20240912-06:58:12 test_accuracy 669 model 2 nb_correct 704 / 795 (88.55%)
20240912-06:58:12 wrote ae_000.pth
20240912-06:58:13 wrote ae_001.pth
20240912-06:58:14 wrote ae_002.pth
20240912-06:58:14 wrote ae_003.pth
20240912-06:58:15 wrote ae_004.pth
20240912-06:58:16 wrote ae_005.pth
20240912-06:58:16 wrote ae_006.pth
20240912-06:58:17 wrote ae_007.pth
20240912-06:58:17 wrote ae_008.pth
20240912-06:58:18 wrote ae_009.pth
20240912-06:58:18 epoch_duration 2min51s next_finish 07:01:09
20240912-06:58:18 wrote state.pth
20240912-06:58:18 --- epoch 670 ----------------------------------------
20240912-06:58:18 current_test_accuracies 0.9447 0.9416 0.8855 0.9395 0.9391 0.9005 0.9436 0.9509 0.9402 0.9486
20240912-06:58:18 time_train=16840 time_c_quizzes=11046
20240912-06:58:18 nb_c_quizzes 3382
20240912-06:58:18 training model 2 (accuracy 0.8855345845222473)
20240912-06:58:18 training model 5 (accuracy 0.9004974961280823)
20240912-07:00:21 train_loss 670 model 5 0.012541738703250304
20240912-07:00:21 train_loss 670 model 2 0.01234305563144153
20240912-07:00:23 test_loss 670 model 5 0.010209235690558672
20240912-07:00:23 test_loss 670 model 2 0.008933678228437714
20240912-07:00:58 test_accuracy 670 model 2 nb_correct 760 / 807 (94.18%)
20240912-07:01:04 test_accuracy 670 model 5 nb_correct 710 / 791 (89.76%)
20240912-07:01:05 wrote ae_000.pth
20240912-07:01:05 wrote ae_001.pth
20240912-07:01:06 wrote ae_002.pth
20240912-07:01:07 wrote ae_003.pth
20240912-07:01:07 wrote ae_004.pth
20240912-07:01:08 wrote ae_005.pth
20240912-07:01:09 wrote ae_006.pth
20240912-07:01:09 wrote ae_007.pth
20240912-07:01:10 wrote ae_008.pth
20240912-07:01:11 wrote ae_009.pth
20240912-07:01:11 epoch_duration 2min52s next_finish 07:04:03
20240912-07:01:11 wrote state.pth
20240912-07:01:11 --- epoch 671 ----------------------------------------
20240912-07:01:11 current_test_accuracies 0.9447 0.9416 0.9418 0.9395 0.9391 0.8976 0.9436 0.9509 0.9402 0.9486
20240912-07:01:11 time_train=17005 time_c_quizzes=11046
20240912-07:01:11 nb_c_quizzes 3382
20240912-07:01:11 training model 5 (accuracy 0.8975979685783386)
20240912-07:01:11 training model 4 (accuracy 0.939130425453186)
20240912-07:03:14 train_loss 671 model 5 0.012823722819113755
20240912-07:03:14 train_loss 671 model 4 0.012087775459782278
20240912-07:03:16 test_loss 671 model 5 0.009327874689062553
20240912-07:03:16 test_loss 671 model 4 0.008918518892247106
20240912-07:03:52 test_accuracy 671 model 4 nb_correct 751 / 791 (94.94%)
20240912-07:03:52 test_accuracy 671 model 5 nb_correct 724 / 808 (89.60%)
20240912-07:03:52 wrote ae_000.pth
20240912-07:03:53 wrote ae_001.pth
20240912-07:03:54 wrote ae_002.pth
20240912-07:03:55 wrote ae_003.pth
20240912-07:03:55 wrote ae_004.pth
20240912-07:03:56 wrote ae_005.pth
20240912-07:03:57 wrote ae_006.pth
20240912-07:03:57 wrote ae_007.pth
20240912-07:03:58 wrote ae_008.pth
20240912-07:03:59 wrote ae_009.pth
20240912-07:03:59 epoch_duration 2min47s next_finish 07:06:47
20240912-07:03:59 wrote state.pth
20240912-07:03:59 --- epoch 672 ----------------------------------------
20240912-07:03:59 current_test_accuracies 0.9447 0.9416 0.9418 0.9395 0.9494 0.8960 0.9436 0.9509 0.9402 0.9486
20240912-07:03:59 time_train=17165 time_c_quizzes=11046
20240912-07:03:59 nb_c_quizzes 3382
20240912-07:03:59 training model 5 (accuracy 0.896039605140686)
20240912-07:03:59 training model 3 (accuracy 0.9395465850830078)
20240912-07:06:02 train_loss 672 model 5 0.012444327478257036
20240912-07:06:02 train_loss 672 model 3 0.011900391238837984
20240912-07:06:04 test_loss 672 model 5 0.010608741175747127
20240912-07:06:04 test_loss 672 model 3 0.007849084675706308
20240912-07:06:37 test_accuracy 672 model 3 nb_correct 749 / 815 (91.90%)
20240912-07:06:43 test_accuracy 672 model 5 nb_correct 768 / 815 (94.23%)
20240912-07:06:44 wrote ae_000.pth
20240912-07:06:45 wrote ae_001.pth
20240912-07:06:46 wrote ae_002.pth
20240912-07:06:46 wrote ae_003.pth
20240912-07:06:47 wrote ae_004.pth
20240912-07:06:48 wrote ae_005.pth
20240912-07:06:48 wrote ae_006.pth
20240912-07:06:49 wrote ae_007.pth
20240912-07:06:50 wrote ae_008.pth
20240912-07:06:50 wrote ae_009.pth
20240912-07:06:50 epoch_duration 2min51s next_finish 07:09:42
20240912-07:06:50 wrote state.pth
20240912-07:06:50 --- epoch 673 ----------------------------------------
20240912-07:06:50 current_test_accuracies 0.9447 0.9416 0.9418 0.9190 0.9494 0.9423 0.9436 0.9509 0.9402 0.9486
20240912-07:06:50 time_train=17329 time_c_quizzes=11046
20240912-07:06:50 nb_c_quizzes 3382
20240912-07:06:50 training model 3 (accuracy 0.9190183877944946)
20240912-07:06:50 training model 8 (accuracy 0.9402241706848145)
20240912-07:08:54 train_loss 673 model 8 0.011784884738764958
20240912-07:08:54 train_loss 673 model 3 0.012225299144211022
20240912-07:08:55 test_loss 673 model 8 0.00960379702318619
20240912-07:08:55 test_loss 673 model 3 0.010391967013310932
20240912-07:09:32 test_accuracy 673 model 8 nb_correct 711 / 796 (89.32%)
20240912-07:09:36 test_accuracy 673 model 3 nb_correct 722 / 800 (90.25%)
20240912-07:09:37 wrote ae_000.pth
20240912-07:09:37 wrote ae_001.pth
20240912-07:09:38 wrote ae_002.pth
20240912-07:09:39 wrote ae_003.pth
20240912-07:09:39 wrote ae_004.pth
20240912-07:09:40 wrote ae_005.pth
20240912-07:09:41 wrote ae_006.pth
20240912-07:09:41 wrote ae_007.pth
20240912-07:09:42 wrote ae_008.pth
20240912-07:09:43 wrote ae_009.pth
20240912-07:09:43 epoch_duration 2min52s next_finish 07:12:35
20240912-07:09:43 wrote state.pth
20240912-07:09:43 --- epoch 674 ----------------------------------------
20240912-07:09:43 current_test_accuracies 0.9447 0.9416 0.9418 0.9025 0.9494 0.9423 0.9436 0.9509 0.8932 0.9486
20240912-07:09:43 time_train=17494 time_c_quizzes=11046
20240912-07:09:43 nb_c_quizzes 3382
20240912-07:09:43 training model 8 (accuracy 0.893216073513031)
20240912-07:09:43 training model 3 (accuracy 0.9024999737739563)
20240912-07:11:46 train_loss 674 model 8 0.012587691441935021
20240912-07:11:46 train_loss 674 model 3 0.012259886891678434
20240912-07:11:48 test_loss 674 model 8 0.008291344702084303
20240912-07:11:48 test_loss 674 model 3 0.007641932251152639
20240912-07:12:23 test_accuracy 674 model 3 nb_correct 757 / 819 (92.43%)
20240912-07:12:25 test_accuracy 674 model 8 nb_correct 717 / 773 (92.76%)
20240912-07:12:26 wrote ae_000.pth
20240912-07:12:27 wrote ae_001.pth
20240912-07:12:27 wrote ae_002.pth
20240912-07:12:28 wrote ae_003.pth
20240912-07:12:29 wrote ae_004.pth
20240912-07:12:29 wrote ae_005.pth
20240912-07:12:30 wrote ae_006.pth
20240912-07:12:31 wrote ae_007.pth
20240912-07:12:31 wrote ae_008.pth
20240912-07:12:32 wrote ae_009.pth
20240912-07:12:32 epoch_duration 2min49s next_finish 07:15:21
20240912-07:12:32 wrote state.pth
20240912-07:12:32 --- epoch 675 ----------------------------------------
20240912-07:12:32 current_test_accuracies 0.9447 0.9416 0.9418 0.9243 0.9494 0.9423 0.9436 0.9509 0.9276 0.9486
20240912-07:12:32 time_train=17656 time_c_quizzes=11046
20240912-07:12:32 nb_c_quizzes 3382
20240912-07:12:32 training model 3 (accuracy 0.9242979288101196)
20240912-07:12:32 training model 8 (accuracy 0.9275549650192261)
20240912-07:14:36 train_loss 675 model 8 0.010881444672104407
20240912-07:14:36 train_loss 675 model 3 0.011742701556184329
20240912-07:14:37 test_loss 675 model 8 0.008983006923699577
20240912-07:14:37 test_loss 675 model 3 0.008133965047224478
20240912-07:15:11 test_accuracy 675 model 3 nb_correct 719 / 794 (90.55%)
20240912-07:15:15 test_accuracy 675 model 8 nb_correct 740 / 803 (92.15%)
20240912-07:15:16 wrote ae_000.pth
20240912-07:15:16 wrote ae_001.pth
20240912-07:15:17 wrote ae_002.pth
20240912-07:15:18 wrote ae_003.pth
20240912-07:15:19 wrote ae_004.pth
20240912-07:15:19 wrote ae_005.pth
20240912-07:15:20 wrote ae_006.pth
20240912-07:15:21 wrote ae_007.pth
20240912-07:15:21 wrote ae_008.pth
20240912-07:15:22 wrote ae_009.pth
20240912-07:15:22 epoch_duration 2min49s next_finish 07:18:12
20240912-07:15:22 wrote state.pth
20240912-07:15:22 --- epoch 676 ----------------------------------------
20240912-07:15:22 current_test_accuracies 0.9447 0.9416 0.9418 0.9055 0.9494 0.9423 0.9436 0.9509 0.9215 0.9486
20240912-07:15:22 time_train=17819 time_c_quizzes=11046
20240912-07:15:22 nb_c_quizzes 3382
20240912-07:15:22 training model 3 (accuracy 0.9055415391921997)
20240912-07:15:22 training model 8 (accuracy 0.9215441942214966)
20240912-07:17:26 train_loss 676 model 3 0.010818414555807976
20240912-07:17:26 train_loss 676 model 8 0.012074833540325926
20240912-07:17:27 test_loss 676 model 3 0.007820907333797322
20240912-07:17:27 test_loss 676 model 8 0.009030514606160977
20240912-07:18:00 test_accuracy 676 model 3 nb_correct 744 / 815 (91.29%)
20240912-07:18:06 test_accuracy 676 model 8 nb_correct 755 / 819 (92.19%)
20240912-07:18:07 wrote ae_000.pth
20240912-07:18:08 wrote ae_001.pth
20240912-07:18:08 wrote ae_002.pth
20240912-07:18:09 wrote ae_003.pth
20240912-07:18:10 wrote ae_004.pth
20240912-07:18:10 wrote ae_005.pth
20240912-07:18:11 wrote ae_006.pth
20240912-07:18:12 wrote ae_007.pth
20240912-07:18:12 wrote ae_008.pth
20240912-07:18:13 wrote ae_009.pth
20240912-07:18:13 epoch_duration 2min51s next_finish 07:21:04
20240912-07:18:13 wrote state.pth
20240912-07:18:13 --- epoch 677 ----------------------------------------
20240912-07:18:13 current_test_accuracies 0.9447 0.9416 0.9418 0.9129 0.9494 0.9423 0.9436 0.9509 0.9219 0.9486
20240912-07:18:13 time_train=17983 time_c_quizzes=11046
20240912-07:18:13 nb_c_quizzes 3382
20240912-07:18:13 training model 3 (accuracy 0.912883460521698)
20240912-07:18:13 training model 8 (accuracy 0.9218559265136719)
20240912-07:20:17 train_loss 677 model 8 0.011670116408213289
20240912-07:20:17 train_loss 677 model 3 0.011561171971323347
20240912-07:20:18 test_loss 677 model 8 0.009391678552708527
20240912-07:20:18 test_loss 677 model 3 0.00820955474061975
20240912-07:20:51 test_accuracy 677 model 8 nb_correct 762 / 806 (94.54%)
20240912-07:20:53 test_accuracy 677 model 3 nb_correct 775 / 824 (94.05%)
20240912-07:20:54 wrote ae_000.pth
20240912-07:20:55 wrote ae_001.pth
20240912-07:20:56 wrote ae_002.pth
20240912-07:20:56 wrote ae_003.pth
20240912-07:20:57 wrote ae_004.pth
20240912-07:20:58 wrote ae_005.pth
20240912-07:20:58 wrote ae_006.pth
20240912-07:20:59 wrote ae_007.pth
20240912-07:21:00 wrote ae_008.pth
20240912-07:21:00 wrote ae_009.pth
20240912-07:21:00 epoch_duration 2min47s next_finish 07:23:48
20240912-07:21:00 wrote state.pth
20240912-07:21:00 --- epoch 678 ----------------------------------------
20240912-07:21:00 current_test_accuracies 0.9447 0.9416 0.9418 0.9405 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:21:00 time_train=18143 time_c_quizzes=11046
20240912-07:21:00 nb_c_quizzes 3382
20240912-07:21:00 training model 3 (accuracy 0.9405339956283569)
20240912-07:21:00 training model 1 (accuracy 0.9416058659553528)
20240912-07:23:04 train_loss 678 model 3 0.011359293600307865
20240912-07:23:04 train_loss 678 model 1 0.011608364733439885
20240912-07:23:05 test_loss 678 model 3 0.008758117394449982
20240912-07:23:06 test_loss 678 model 1 0.013808114729181397
20240912-07:23:42 test_accuracy 678 model 3 nb_correct 745 / 800 (93.12%)
20240912-07:23:45 test_accuracy 678 model 1 nb_correct 747 / 823 (90.77%)
20240912-07:23:45 wrote ae_000.pth
20240912-07:23:46 wrote ae_001.pth
20240912-07:23:47 wrote ae_002.pth
20240912-07:23:47 wrote ae_003.pth
20240912-07:23:48 wrote ae_004.pth
20240912-07:23:49 wrote ae_005.pth
20240912-07:23:49 wrote ae_006.pth
20240912-07:23:50 wrote ae_007.pth
20240912-07:23:51 wrote ae_008.pth
20240912-07:23:51 wrote ae_009.pth
20240912-07:23:51 epoch_duration 2min50s next_finish 07:26:42
20240912-07:23:51 wrote state.pth
20240912-07:23:51 --- epoch 679 ----------------------------------------
20240912-07:23:51 current_test_accuracies 0.9447 0.9077 0.9418 0.9312 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:23:51 time_train=18307 time_c_quizzes=11046
20240912-07:23:51 nb_c_quizzes 3382
20240912-07:23:51 training model 1 (accuracy 0.9076549410820007)
20240912-07:23:51 training model 3 (accuracy 0.9312499761581421)
20240912-07:25:55 train_loss 679 model 3 0.011025788706858292
20240912-07:25:55 train_loss 679 model 1 0.01181535294582136
20240912-07:25:56 test_loss 679 model 3 0.006141953390101662
20240912-07:25:56 test_loss 679 model 1 0.009331810668618346
20240912-07:26:31 test_accuracy 679 model 3 nb_correct 733 / 787 (93.14%)
20240912-07:26:34 test_accuracy 679 model 1 nb_correct 720 / 797 (90.34%)
20240912-07:26:34 wrote ae_000.pth
20240912-07:26:35 wrote ae_001.pth
20240912-07:26:36 wrote ae_002.pth
20240912-07:26:37 wrote ae_003.pth
20240912-07:26:37 wrote ae_004.pth
20240912-07:26:38 wrote ae_005.pth
20240912-07:26:39 wrote ae_006.pth
20240912-07:26:39 wrote ae_007.pth
20240912-07:26:40 wrote ae_008.pth
20240912-07:26:41 wrote ae_009.pth
20240912-07:26:41 epoch_duration 2min49s next_finish 07:29:30
20240912-07:26:41 wrote state.pth
20240912-07:26:41 --- epoch 680 ----------------------------------------
20240912-07:26:41 current_test_accuracies 0.9447 0.9034 0.9418 0.9314 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:26:41 time_train=18469 time_c_quizzes=11046
20240912-07:26:41 nb_c_quizzes 3382
20240912-07:26:41 training model 1 (accuracy 0.903387725353241)
20240912-07:26:41 training model 3 (accuracy 0.9313849806785583)
20240912-07:28:44 train_loss 680 model 3 0.01148580018683424
20240912-07:28:44 train_loss 680 model 1 0.012487281705656642
20240912-07:28:46 test_loss 680 model 3 0.009611820517011437
20240912-07:28:46 test_loss 680 model 1 0.007648655046341446
20240912-07:29:23 test_accuracy 680 model 1 nb_correct 748 / 809 (92.46%)
20240912-07:29:23 test_accuracy 680 model 3 nb_correct 739 / 796 (92.84%)
20240912-07:29:24 wrote ae_000.pth
20240912-07:29:25 wrote ae_001.pth
20240912-07:29:26 wrote ae_002.pth
20240912-07:29:26 wrote ae_003.pth
20240912-07:29:27 wrote ae_004.pth
20240912-07:29:28 wrote ae_005.pth
20240912-07:29:28 wrote ae_006.pth
20240912-07:29:29 wrote ae_007.pth
20240912-07:29:30 wrote ae_008.pth
20240912-07:29:30 wrote ae_009.pth
20240912-07:29:30 epoch_duration 2min49s next_finish 07:32:20
20240912-07:29:30 wrote state.pth
20240912-07:29:30 --- epoch 681 ----------------------------------------
20240912-07:29:30 current_test_accuracies 0.9447 0.9246 0.9418 0.9284 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:29:30 time_train=18631 time_c_quizzes=11046
20240912-07:29:30 nb_c_quizzes 3382
20240912-07:29:30 training model 1 (accuracy 0.9245982766151428)
20240912-07:29:30 training model 3 (accuracy 0.9283919334411621)
20240912-07:31:34 train_loss 681 model 1 0.01160270727822899
20240912-07:31:34 train_loss 681 model 3 0.010767000134209411
20240912-07:31:35 test_loss 681 model 1 0.010146216092414307
20240912-07:31:35 test_loss 681 model 3 0.008508009405466055
20240912-07:32:08 test_accuracy 681 model 1 nb_correct 753 / 802 (93.89%)
20240912-07:32:09 test_accuracy 681 model 3 nb_correct 725 / 790 (91.77%)
20240912-07:32:10 wrote ae_000.pth
20240912-07:32:11 wrote ae_001.pth
20240912-07:32:11 wrote ae_002.pth
20240912-07:32:12 wrote ae_003.pth
20240912-07:32:13 wrote ae_004.pth
20240912-07:32:14 wrote ae_005.pth
20240912-07:32:14 wrote ae_006.pth
20240912-07:32:15 wrote ae_007.pth
20240912-07:32:16 wrote ae_008.pth
20240912-07:32:16 wrote ae_009.pth
20240912-07:32:16 epoch_duration 2min45s next_finish 07:35:02
20240912-07:32:16 wrote state.pth
20240912-07:32:16 --- epoch 682 ----------------------------------------
20240912-07:32:16 current_test_accuracies 0.9447 0.9389 0.9418 0.9177 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:32:16 time_train=18789 time_c_quizzes=11046
20240912-07:32:16 nb_c_quizzes 3382
20240912-07:32:16 training model 3 (accuracy 0.9177215099334717)
20240912-07:32:16 training model 1 (accuracy 0.938902735710144)
20240912-07:34:20 train_loss 682 model 1 0.011689648034320271
20240912-07:34:20 train_loss 682 model 3 0.01175794738776858
20240912-07:34:21 test_loss 682 model 1 0.007681658397336833
20240912-07:34:21 test_loss 682 model 3 0.007405299763104267
20240912-07:34:58 test_accuracy 682 model 1 nb_correct 717 / 781 (91.81%)
20240912-07:34:59 test_accuracy 682 model 3 nb_correct 736 / 789 (93.28%)
20240912-07:35:00 wrote ae_000.pth
20240912-07:35:01 wrote ae_001.pth
20240912-07:35:01 wrote ae_002.pth
20240912-07:35:02 wrote ae_003.pth
20240912-07:35:03 wrote ae_004.pth
20240912-07:35:03 wrote ae_005.pth
20240912-07:35:04 wrote ae_006.pth
20240912-07:35:05 wrote ae_007.pth
20240912-07:35:05 wrote ae_008.pth
20240912-07:35:06 wrote ae_009.pth
20240912-07:35:06 epoch_duration 2min49s next_finish 07:37:56
20240912-07:35:06 wrote state.pth
20240912-07:35:06 --- epoch 683 ----------------------------------------
20240912-07:35:06 current_test_accuracies 0.9447 0.9181 0.9418 0.9328 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:35:06 time_train=18951 time_c_quizzes=11046
20240912-07:35:06 nb_c_quizzes 3382
20240912-07:35:06 training model 1 (accuracy 0.9180538058280945)
20240912-07:35:06 training model 3 (accuracy 0.9328263401985168)
20240912-07:37:10 train_loss 683 model 1 0.012701332444088621
20240912-07:37:10 train_loss 683 model 3 0.011649971326404739
20240912-07:37:11 test_loss 683 model 1 0.008969157142042406
20240912-07:37:11 test_loss 683 model 3 0.00928809094521057
20240912-07:37:46 test_accuracy 683 model 3 nb_correct 753 / 802 (93.89%)
20240912-07:37:49 test_accuracy 683 model 1 nb_correct 715 / 783 (91.32%)
20240912-07:37:50 wrote ae_000.pth
20240912-07:37:51 wrote ae_001.pth
20240912-07:37:51 wrote ae_002.pth
20240912-07:37:52 wrote ae_003.pth
20240912-07:37:53 wrote ae_004.pth
20240912-07:37:53 wrote ae_005.pth
20240912-07:37:54 wrote ae_006.pth
20240912-07:37:55 wrote ae_007.pth
20240912-07:37:55 wrote ae_008.pth
20240912-07:37:56 wrote ae_009.pth
20240912-07:37:56 epoch_duration 2min49s next_finish 07:40:46
20240912-07:37:56 wrote state.pth
20240912-07:37:56 --- epoch 684 ----------------------------------------
20240912-07:37:56 current_test_accuracies 0.9447 0.9132 0.9418 0.9389 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:37:56 time_train=19114 time_c_quizzes=11046
20240912-07:37:56 nb_c_quizzes 3382
20240912-07:37:56 training model 1 (accuracy 0.9131545424461365)
20240912-07:37:56 training model 3 (accuracy 0.938902735710144)
20240912-07:39:59 train_loss 684 model 1 0.012477357634430518
20240912-07:40:00 train_loss 684 model 3 0.011911615816435187
20240912-07:40:01 test_loss 684 model 1 0.010562451838995911
20240912-07:40:01 test_loss 684 model 3 0.006899811988375859
20240912-07:40:35 test_accuracy 684 model 3 nb_correct 747 / 812 (92.00%)
20240912-07:40:38 test_accuracy 684 model 1 nb_correct 755 / 822 (91.85%)
20240912-07:40:39 wrote ae_000.pth
20240912-07:40:40 wrote ae_001.pth
20240912-07:40:40 wrote ae_002.pth
20240912-07:40:41 wrote ae_003.pth
20240912-07:40:42 wrote ae_004.pth
20240912-07:40:42 wrote ae_005.pth
20240912-07:40:43 wrote ae_006.pth
20240912-07:40:44 wrote ae_007.pth
20240912-07:40:44 wrote ae_008.pth
20240912-07:40:45 wrote ae_009.pth
20240912-07:40:45 epoch_duration 2min49s next_finish 07:43:34
20240912-07:40:45 wrote state.pth
20240912-07:40:45 --- epoch 685 ----------------------------------------
20240912-07:40:45 current_test_accuracies 0.9447 0.9185 0.9418 0.9200 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:40:45 time_train=19276 time_c_quizzes=11046
20240912-07:40:45 nb_c_quizzes 3382
20240912-07:40:45 training model 1 (accuracy 0.9184914827346802)
20240912-07:40:45 training model 3 (accuracy 0.9199507236480713)
20240912-07:42:48 train_loss 685 model 3 0.011632183428633652
20240912-07:42:48 train_loss 685 model 1 0.011518739362734778
20240912-07:42:50 test_loss 685 model 1 0.008531831429118597
20240912-07:42:50 test_loss 685 model 3 0.00661359565397106
20240912-07:43:21 test_accuracy 685 model 3 nb_correct 759 / 802 (94.64%)
20240912-07:43:26 test_accuracy 685 model 1 nb_correct 729 / 800 (91.12%)
20240912-07:43:27 wrote ae_000.pth
20240912-07:43:27 wrote ae_001.pth
20240912-07:43:28 wrote ae_002.pth
20240912-07:43:29 wrote ae_003.pth
20240912-07:43:29 wrote ae_004.pth
20240912-07:43:30 wrote ae_005.pth
20240912-07:43:31 wrote ae_006.pth
20240912-07:43:31 wrote ae_007.pth
20240912-07:43:32 wrote ae_008.pth
20240912-07:43:33 wrote ae_009.pth
20240912-07:43:33 epoch_duration 2min47s next_finish 07:46:20
20240912-07:43:33 wrote state.pth
20240912-07:43:33 --- epoch 686 ----------------------------------------
20240912-07:43:33 current_test_accuracies 0.9447 0.9112 0.9418 0.9464 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:43:33 time_train=19436 time_c_quizzes=11046
20240912-07:43:33 nb_c_quizzes 3382
20240912-07:43:33 training model 1 (accuracy 0.9112499952316284)
20240912-07:43:33 training model 2 (accuracy 0.9417595863342285)
20240912-07:45:36 train_loss 686 model 1 0.01140545963904151
20240912-07:45:37 train_loss 686 model 2 0.01237364349071504
20240912-07:45:38 test_loss 686 model 1 0.009262646951606257
20240912-07:45:38 test_loss 686 model 2 0.010149301108492636
20240912-07:46:13 test_accuracy 686 model 1 nb_correct 774 / 816 (94.85%)
20240912-07:46:21 test_accuracy 686 model 2 nb_correct 730 / 792 (92.17%)
20240912-07:46:21 wrote ae_000.pth
20240912-07:46:22 wrote ae_001.pth
20240912-07:46:23 wrote ae_002.pth
20240912-07:46:23 wrote ae_003.pth
20240912-07:46:24 wrote ae_004.pth
20240912-07:46:25 wrote ae_005.pth
20240912-07:46:26 wrote ae_006.pth
20240912-07:46:26 wrote ae_007.pth
20240912-07:46:27 wrote ae_008.pth
20240912-07:46:28 wrote ae_009.pth
20240912-07:46:28 epoch_duration 2min54s next_finish 07:49:22
20240912-07:46:28 wrote state.pth
20240912-07:46:28 --- epoch 687 ----------------------------------------
20240912-07:46:28 current_test_accuracies 0.9447 0.9485 0.9217 0.9464 0.9494 0.9423 0.9436 0.9509 0.9454 0.9486
20240912-07:46:28 time_train=19603 time_c_quizzes=11046
20240912-07:46:28 nb_c_quizzes 3382
20240912-07:46:28 training model 2 (accuracy 0.9217171669006348)
20240912-07:46:28 training model 5 (accuracy 0.9423313140869141)
20240912-07:48:31 train_loss 687 model 2 0.012149226734676631
20240912-07:48:31 train_loss 687 model 5 0.012881006554067426
20240912-07:48:33 test_loss 687 model 2 0.01457402248543076
20240912-07:48:33 test_loss 687 model 5 0.00829093461161392
20240912-07:49:09 test_accuracy 687 model 2 nb_correct 718 / 804 (89.30%)
20240912-07:49:10 test_accuracy 687 model 5 nb_correct 718 / 802 (89.53%)
20240912-07:49:11 wrote ae_000.pth
20240912-07:49:12 wrote ae_001.pth
20240912-07:49:12 wrote ae_002.pth
20240912-07:49:13 wrote ae_003.pth
20240912-07:49:14 wrote ae_004.pth
20240912-07:49:14 wrote ae_005.pth
20240912-07:49:15 wrote ae_006.pth
20240912-07:49:16 wrote ae_007.pth
20240912-07:49:17 wrote ae_008.pth
20240912-07:49:17 wrote ae_009.pth
20240912-07:49:17 epoch_duration 2min49s next_finish 07:52:07
20240912-07:49:17 wrote state.pth
20240912-07:49:17 --- epoch 688 ----------------------------------------
20240912-07:49:17 current_test_accuracies 0.9447 0.9485 0.8930 0.9464 0.9494 0.8953 0.9436 0.9509 0.9454 0.9486
20240912-07:49:17 time_train=19765 time_c_quizzes=11046
20240912-07:49:17 nb_c_quizzes 3382
20240912-07:49:17 training model 2 (accuracy 0.893034815788269)
20240912-07:49:17 training model 5 (accuracy 0.895261824131012)
20240912-07:51:21 train_loss 688 model 2 0.012621293634314497
20240912-07:51:21 train_loss 688 model 5 0.012704113498730294
20240912-07:51:22 test_loss 688 model 2 0.011505036050880334
20240912-07:51:22 test_loss 688 model 5 0.009411052297809874
20240912-07:51:58 test_accuracy 688 model 2 nb_correct 742 / 800 (92.75%)
20240912-07:51:59 test_accuracy 688 model 5 nb_correct 730 / 805 (90.68%)
20240912-07:52:00 wrote ae_000.pth
20240912-07:52:00 wrote ae_001.pth
20240912-07:52:01 wrote ae_002.pth
20240912-07:52:02 wrote ae_003.pth
20240912-07:52:03 wrote ae_004.pth
20240912-07:52:03 wrote ae_005.pth
20240912-07:52:04 wrote ae_006.pth
20240912-07:52:05 wrote ae_007.pth
20240912-07:52:05 wrote ae_008.pth
20240912-07:52:06 wrote ae_009.pth
20240912-07:52:06 epoch_duration 2min48s next_finish 07:54:55
20240912-07:52:06 wrote state.pth
20240912-07:52:06 --- epoch 689 ----------------------------------------
20240912-07:52:06 current_test_accuracies 0.9447 0.9485 0.9275 0.9464 0.9494 0.9068 0.9436 0.9509 0.9454 0.9486
20240912-07:52:06 time_train=19926 time_c_quizzes=11046
20240912-07:52:06 nb_c_quizzes 3382
20240912-07:52:06 training model 5 (accuracy 0.9068322777748108)
20240912-07:52:06 training model 2 (accuracy 0.9275000095367432)
20240912-07:54:09 train_loss 689 model 2 0.012722456844225235
20240912-07:54:09 train_loss 689 model 5 0.012968526918637507
20240912-07:54:11 test_loss 689 model 2 0.008121111680793547
20240912-07:54:11 test_loss 689 model 5 0.009563401115929081
20240912-07:54:46 test_accuracy 689 model 5 nb_correct 754 / 823 (91.62%)
20240912-07:54:46 test_accuracy 689 model 2 nb_correct 727 / 781 (93.09%)
20240912-07:54:47 wrote ae_000.pth
20240912-07:54:48 wrote ae_001.pth
20240912-07:54:48 wrote ae_002.pth
20240912-07:54:49 wrote ae_003.pth
20240912-07:54:50 wrote ae_004.pth
20240912-07:54:50 wrote ae_005.pth
20240912-07:54:51 wrote ae_006.pth
20240912-07:54:52 wrote ae_007.pth
20240912-07:54:53 wrote ae_008.pth
20240912-07:54:53 wrote ae_009.pth
20240912-07:54:53 epoch_duration 2min47s next_finish 07:57:40
20240912-07:54:53 wrote state.pth
20240912-07:54:53 --- epoch 690 ----------------------------------------
20240912-07:54:53 current_test_accuracies 0.9447 0.9485 0.9309 0.9464 0.9494 0.9162 0.9436 0.9509 0.9454 0.9486
20240912-07:54:53 time_train=20086 time_c_quizzes=11046
20240912-07:54:53 nb_c_quizzes 3382
20240912-07:54:53 training model 5 (accuracy 0.9161604046821594)
20240912-07:54:53 training model 2 (accuracy 0.9308578968048096)
20240912-07:56:57 train_loss 690 model 5 0.012378728156621947
20240912-07:56:57 train_loss 690 model 2 0.012811989921843634
20240912-07:56:58 test_loss 690 model 5 0.011957624677961576
20240912-07:56:58 test_loss 690 model 2 0.007987874176251353
20240912-07:57:34 test_accuracy 690 model 2 nb_correct 735 / 815 (90.18%)
20240912-07:57:34 test_accuracy 690 model 5 nb_correct 745 / 808 (92.20%)
20240912-07:57:35 wrote ae_000.pth
20240912-07:57:36 wrote ae_001.pth
20240912-07:57:36 wrote ae_002.pth
20240912-07:57:37 wrote ae_003.pth
20240912-07:57:38 wrote ae_004.pth
20240912-07:57:38 wrote ae_005.pth
20240912-07:57:39 wrote ae_006.pth
20240912-07:57:40 wrote ae_007.pth
20240912-07:57:40 wrote ae_008.pth
20240912-07:57:41 wrote ae_009.pth
20240912-07:57:41 epoch_duration 2min47s next_finish 08:00:29
20240912-07:57:41 wrote state.pth
20240912-07:57:41 --- epoch 691 ----------------------------------------
20240912-07:57:41 current_test_accuracies 0.9447 0.9485 0.9018 0.9464 0.9494 0.9220 0.9436 0.9509 0.9454 0.9486
20240912-07:57:41 time_train=20246 time_c_quizzes=11046
20240912-07:57:41 nb_c_quizzes 3382
20240912-07:57:41 training model 2 (accuracy 0.9018405079841614)
20240912-07:57:41 training model 5 (accuracy 0.9220296740531921)
20240912-07:59:44 train_loss 691 model 2 0.012353748944457038
20240912-07:59:45 train_loss 691 model 5 0.012776032175730506
20240912-07:59:46 test_loss 691 model 2 0.007672356567388761
20240912-07:59:46 test_loss 691 model 5 0.009139141324169486
20240912-08:00:22 test_accuracy 691 model 5 nb_correct 732 / 800 (91.50%)
20240912-08:00:22 test_accuracy 691 model 2 nb_correct 744 / 802 (92.77%)
20240912-08:00:22 wrote ae_000.pth
20240912-08:00:23 wrote ae_001.pth
20240912-08:00:24 wrote ae_002.pth
20240912-08:00:24 wrote ae_003.pth
20240912-08:00:25 wrote ae_004.pth
20240912-08:00:26 wrote ae_005.pth
20240912-08:00:26 wrote ae_006.pth
20240912-08:00:27 wrote ae_007.pth
20240912-08:00:28 wrote ae_008.pth
20240912-08:00:28 wrote ae_009.pth
20240912-08:00:28 epoch_duration 2min47s next_finish 08:03:16
20240912-08:00:29 wrote state.pth
20240912-08:00:29 --- epoch 692 ----------------------------------------
20240912-08:00:29 current_test_accuracies 0.9447 0.9485 0.9277 0.9464 0.9494 0.9150 0.9436 0.9509 0.9454 0.9486
20240912-08:00:29 time_train=20406 time_c_quizzes=11046
20240912-08:00:29 nb_c_quizzes 3382
20240912-08:00:29 training model 5 (accuracy 0.9150000214576721)
20240912-08:00:29 training model 2 (accuracy 0.9276807904243469)
20240912-08:02:32 train_loss 692 model 2 0.01239697543731745
20240912-08:02:32 train_loss 692 model 5 0.012264389586915059
20240912-08:02:33 test_loss 692 model 2 0.007372581211961915
20240912-08:02:33 test_loss 692 model 5 0.008462240578774071
20240912-08:03:08 test_accuracy 692 model 2 nb_correct 742 / 817 (90.82%)
20240912-08:03:09 test_accuracy 692 model 5 nb_correct 723 / 801 (90.26%)
20240912-08:03:10 wrote ae_000.pth
20240912-08:03:11 wrote ae_001.pth
20240912-08:03:11 wrote ae_002.pth
20240912-08:03:12 wrote ae_003.pth
20240912-08:03:13 wrote ae_004.pth
20240912-08:03:14 wrote ae_005.pth
20240912-08:03:14 wrote ae_006.pth
20240912-08:03:15 wrote ae_007.pth
20240912-08:03:16 wrote ae_008.pth
20240912-08:03:16 wrote ae_009.pth
20240912-08:03:16 epoch_duration 2min47s next_finish 08:06:04
20240912-08:03:16 wrote state.pth
20240912-08:03:16 --- epoch 693 ----------------------------------------
20240912-08:03:16 current_test_accuracies 0.9447 0.9485 0.9082 0.9464 0.9494 0.9026 0.9436 0.9509 0.9454 0.9486
20240912-08:03:16 time_train=20566 time_c_quizzes=11046
20240912-08:03:16 nb_c_quizzes 3382
20240912-08:03:16 training model 5 (accuracy 0.9026217460632324)
20240912-08:03:16 training model 2 (accuracy 0.908200740814209)
20240912-08:05:20 train_loss 693 model 2 0.011964074914303638
20240912-08:05:20 train_loss 693 model 5 0.011860270610304724
20240912-08:05:21 test_loss 693 model 2 0.009540000620881983
20240912-08:05:21 test_loss 693 model 5 0.009943016383067516
20240912-08:05:56 test_accuracy 693 model 5 nb_correct 741 / 811 (91.37%)
20240912-08:05:58 test_accuracy 693 model 2 nb_correct 719 / 791 (90.90%)
20240912-08:05:59 wrote ae_000.pth
20240912-08:06:00 wrote ae_001.pth
20240912-08:06:01 wrote ae_002.pth
20240912-08:06:01 wrote ae_003.pth
20240912-08:06:02 wrote ae_004.pth
20240912-08:06:03 wrote ae_005.pth
20240912-08:06:03 wrote ae_006.pth
20240912-08:06:04 wrote ae_007.pth
20240912-08:06:05 wrote ae_008.pth
20240912-08:06:05 wrote ae_009.pth
20240912-08:06:05 epoch_duration 2min49s next_finish 08:08:55
20240912-08:06:05 wrote state.pth
20240912-08:06:05 --- epoch 694 ----------------------------------------
20240912-08:06:05 current_test_accuracies 0.9447 0.9485 0.9090 0.9464 0.9494 0.9137 0.9436 0.9509 0.9454 0.9486
20240912-08:06:05 time_train=20728 time_c_quizzes=11046
20240912-08:06:05 nb_c_quizzes 3382
20240912-08:06:05 training model 2 (accuracy 0.9089759588241577)
20240912-08:06:05 training model 5 (accuracy 0.9136868119239807)
20240912-08:08:09 train_loss 694 model 5 0.012301073905475277
20240912-08:08:09 train_loss 694 model 2 0.012140036323682579
20240912-08:08:11 test_loss 694 model 5 0.010215981257908879
20240912-08:08:11 test_loss 694 model 2 0.007305646522877396
20240912-08:08:45 test_accuracy 694 model 2 nb_correct 730 / 797 (91.59%)
20240912-08:08:53 test_accuracy 694 model 5 nb_correct 755 / 808 (93.44%)
20240912-08:08:53 wrote ae_000.pth
20240912-08:08:54 wrote ae_001.pth
20240912-08:08:55 wrote ae_002.pth
20240912-08:08:55 wrote ae_003.pth
20240912-08:08:56 wrote ae_004.pth
20240912-08:08:57 wrote ae_005.pth
20240912-08:08:57 wrote ae_006.pth
20240912-08:08:58 wrote ae_007.pth
20240912-08:08:59 wrote ae_008.pth
20240912-08:08:59 wrote ae_009.pth
20240912-08:08:59 epoch_duration 2min53s next_finish 08:11:53
20240912-08:08:59 wrote state.pth
20240912-08:08:59 --- epoch 695 ----------------------------------------
20240912-08:08:59 current_test_accuracies 0.9447 0.9485 0.9159 0.9464 0.9494 0.9344 0.9436 0.9509 0.9454 0.9486
20240912-08:08:59 time_train=20895 time_c_quizzes=11046
20240912-08:08:59 nb_c_quizzes 3382
20240912-08:08:59 training model 2 (accuracy 0.9159347414970398)
20240912-08:08:59 training model 5 (accuracy 0.9344059228897095)
20240912-08:11:03 train_loss 695 model 2 0.012578632071708853
20240912-08:11:03 train_loss 695 model 5 0.012392451997760873
20240912-08:11:05 test_loss 695 model 2 0.014730599093491037
20240912-08:11:05 test_loss 695 model 5 0.007593486194332399
20240912-08:11:42 test_accuracy 695 model 2 nb_correct 723 / 784 (92.22%)
20240912-08:11:44 test_accuracy 695 model 5 nb_correct 748 / 806 (92.80%)
20240912-08:11:45 wrote ae_000.pth
20240912-08:11:46 wrote ae_001.pth
20240912-08:11:46 wrote ae_002.pth
20240912-08:11:47 wrote ae_003.pth
20240912-08:11:48 wrote ae_004.pth
20240912-08:11:48 wrote ae_005.pth
20240912-08:11:49 wrote ae_006.pth
20240912-08:11:50 wrote ae_007.pth
20240912-08:11:50 wrote ae_008.pth
20240912-08:11:51 wrote ae_009.pth
20240912-08:11:51 epoch_duration 2min51s next_finish 08:14:43
20240912-08:11:51 wrote state.pth
20240912-08:11:51 --- epoch 696 ----------------------------------------
20240912-08:11:51 current_test_accuracies 0.9447 0.9485 0.9222 0.9464 0.9494 0.9280 0.9436 0.9509 0.9454 0.9486
20240912-08:11:51 time_train=21059 time_c_quizzes=11046
20240912-08:11:51 nb_c_quizzes 3382
20240912-08:11:51 training model 2 (accuracy 0.9221938848495483)
20240912-08:11:51 training model 5 (accuracy 0.9280397295951843)
20240912-08:13:55 train_loss 696 model 2 0.012271014966889197
20240912-08:13:55 train_loss 696 model 5 0.012327208217084263
20240912-08:13:56 test_loss 696 model 2 0.0092051425270256
20240912-08:13:56 test_loss 696 model 5 0.00907656644112933
20240912-08:14:35 test_accuracy 696 model 2 nb_correct 762 / 819 (93.04%)
20240912-08:14:36 test_accuracy 696 model 5 nb_correct 756 / 809 (93.45%)
20240912-08:14:37 wrote ae_000.pth
20240912-08:14:38 wrote ae_001.pth
20240912-08:14:38 wrote ae_002.pth
20240912-08:14:39 wrote ae_003.pth
20240912-08:14:40 wrote ae_004.pth
20240912-08:14:41 wrote ae_005.pth
20240912-08:14:41 wrote ae_006.pth
20240912-08:14:42 wrote ae_007.pth
20240912-08:14:43 wrote ae_008.pth
20240912-08:14:43 wrote ae_009.pth
20240912-08:14:43 epoch_duration 2min52s next_finish 08:17:36
20240912-08:14:43 wrote state.pth
20240912-08:14:43 --- epoch 697 ----------------------------------------
20240912-08:14:43 current_test_accuracies 0.9447 0.9485 0.9304 0.9464 0.9494 0.9345 0.9436 0.9509 0.9454 0.9486
20240912-08:14:43 time_train=21224 time_c_quizzes=11046
20240912-08:14:43 nb_c_quizzes 3382
20240912-08:14:43 training model 2 (accuracy 0.930402934551239)
20240912-08:14:43 training model 5 (accuracy 0.9344870448112488)
20240912-08:16:47 train_loss 697 model 2 0.012152950146468356
20240912-08:16:47 train_loss 697 model 5 0.011699728729661728
20240912-08:16:48 test_loss 697 model 2 0.006061358309599996
20240912-08:16:48 test_loss 697 model 5 0.0074747761072728736
20240912-08:17:26 test_accuracy 697 model 5 nb_correct 738 / 797 (92.60%)
20240912-08:17:26 test_accuracy 697 model 2 nb_correct 756 / 809 (93.45%)
20240912-08:17:27 wrote ae_000.pth
20240912-08:17:27 wrote ae_001.pth
20240912-08:17:28 wrote ae_002.pth
20240912-08:17:29 wrote ae_003.pth
20240912-08:17:29 wrote ae_004.pth
20240912-08:17:30 wrote ae_005.pth
20240912-08:17:31 wrote ae_006.pth
20240912-08:17:31 wrote ae_007.pth
20240912-08:17:32 wrote ae_008.pth
20240912-08:17:33 wrote ae_009.pth
20240912-08:17:33 epoch_duration 2min49s next_finish 08:20:22
20240912-08:17:33 wrote state.pth
20240912-08:17:33 --- epoch 698 ----------------------------------------
20240912-08:17:33 current_test_accuracies 0.9447 0.9485 0.9345 0.9464 0.9494 0.9260 0.9436 0.9509 0.9454 0.9486
20240912-08:17:33 time_train=21386 time_c_quizzes=11046
20240912-08:17:33 nb_c_quizzes 3382
20240912-08:17:33 training model 5 (accuracy 0.9259724020957947)
20240912-08:17:33 training model 2 (accuracy 0.9344870448112488)
20240912-08:19:36 train_loss 698 model 2 0.011931625656779942
20240912-08:19:36 train_loss 698 model 5 0.012651157187647186
20240912-08:19:38 test_loss 698 model 2 0.008374389781965873
20240912-08:19:38 test_loss 698 model 5 0.0071417070672850965
20240912-08:20:15 test_accuracy 698 model 2 nb_correct 731 / 800 (91.38%)
20240912-08:20:18 test_accuracy 698 model 5 nb_correct 716 / 782 (91.56%)
20240912-08:20:19 wrote ae_000.pth
20240912-08:20:19 wrote ae_001.pth
20240912-08:20:20 wrote ae_002.pth
20240912-08:20:21 wrote ae_003.pth
20240912-08:20:21 wrote ae_004.pth
20240912-08:20:22 wrote ae_005.pth
20240912-08:20:23 wrote ae_006.pth
20240912-08:20:23 wrote ae_007.pth
20240912-08:20:24 wrote ae_008.pth
20240912-08:20:25 wrote ae_009.pth
20240912-08:20:25 epoch_duration 2min51s next_finish 08:23:17
20240912-08:20:25 wrote state.pth
20240912-08:20:25 --- epoch 699 ----------------------------------------
20240912-08:20:25 current_test_accuracies 0.9447 0.9485 0.9137 0.9464 0.9494 0.9156 0.9436 0.9509 0.9454 0.9486
20240912-08:20:25 time_train=21551 time_c_quizzes=11046
20240912-08:20:25 nb_c_quizzes 3382
20240912-08:20:25 training model 2 (accuracy 0.9137499928474426)
20240912-08:20:25 training model 5 (accuracy 0.9156010150909424)
20240912-08:22:28 train_loss 699 model 5 0.011857562560137012
20240912-08:22:28 train_loss 699 model 2 0.012107423934707186
20240912-08:22:30 test_loss 699 model 5 0.008262653580442248
20240912-08:22:30 test_loss 699 model 2 0.007286055488248166
20240912-08:23:05 test_accuracy 699 model 5 nb_correct 721 / 791 (91.15%)
20240912-08:23:06 test_accuracy 699 model 2 nb_correct 752 / 812 (92.61%)
20240912-08:23:07 wrote ae_000.pth
20240912-08:23:07 wrote ae_001.pth
20240912-08:23:08 wrote ae_002.pth
20240912-08:23:09 wrote ae_003.pth
20240912-08:23:09 wrote ae_004.pth
20240912-08:23:10 wrote ae_005.pth
20240912-08:23:11 wrote ae_006.pth
20240912-08:23:11 wrote ae_007.pth
20240912-08:23:12 wrote ae_008.pth
20240912-08:23:13 wrote ae_009.pth
20240912-08:23:13 epoch_duration 2min47s next_finish 08:26:01
20240912-08:23:13 wrote state.pth
20240912-08:23:13 --- epoch 700 ----------------------------------------
20240912-08:23:13 current_test_accuracies 0.9447 0.9485 0.9261 0.9464 0.9494 0.9115 0.9436 0.9509 0.9454 0.9486
20240912-08:23:13 time_train=21712 time_c_quizzes=11046
20240912-08:23:13 nb_c_quizzes 3382
20240912-08:23:13 training model 5 (accuracy 0.9115044474601746)
20240912-08:23:13 training model 2 (accuracy 0.9261083602905273)
20240912-08:25:16 train_loss 700 model 5 0.01231107218545003
20240912-08:25:16 train_loss 700 model 2 0.012270863351499428
20240912-08:25:18 test_loss 700 model 5 0.009131596542371768
20240912-08:25:18 test_loss 700 model 2 0.009272006145374689
20240912-08:25:51 test_accuracy 700 model 5 nb_correct 747 / 798 (93.61%)
20240912-08:25:57 test_accuracy 700 model 2 nb_correct 738 / 799 (92.37%)
20240912-08:25:58 wrote ae_000.pth
20240912-08:25:59 wrote ae_001.pth
20240912-08:25:59 wrote ae_002.pth
20240912-08:26:00 wrote ae_003.pth
20240912-08:26:01 wrote ae_004.pth
20240912-08:26:01 wrote ae_005.pth
20240912-08:26:02 wrote ae_006.pth
20240912-08:26:03 wrote ae_007.pth
20240912-08:26:03 wrote ae_008.pth
20240912-08:26:04 wrote ae_009.pth
20240912-08:26:04 epoch_duration 2min51s next_finish 08:28:55
20240912-08:26:04 wrote state.pth
20240912-08:26:04 --- epoch 701 ----------------------------------------
20240912-08:26:04 current_test_accuracies 0.9447 0.9485 0.9237 0.9464 0.9494 0.9361 0.9436 0.9509 0.9454 0.9486
20240912-08:26:04 time_train=21876 time_c_quizzes=11046
20240912-08:26:04 nb_c_quizzes 3382
20240912-08:26:04 training model 2 (accuracy 0.9236545562744141)
20240912-08:26:04 training model 5 (accuracy 0.9360902309417725)
20240912-08:28:08 train_loss 701 model 5 0.01195364209215768
20240912-08:28:08 train_loss 701 model 2 0.012430977864751185
20240912-08:28:09 test_loss 701 model 5 0.01090971823809923
20240912-08:28:09 test_loss 701 model 2 0.00661232585266589
20240912-08:28:47 test_accuracy 701 model 2 nb_correct 760 / 798 (95.24%)
20240912-08:28:50 test_accuracy 701 model 5 nb_correct 723 / 795 (90.94%)
20240912-08:28:51 wrote ae_000.pth
20240912-08:28:52 wrote ae_001.pth
20240912-08:28:52 wrote ae_002.pth
20240912-08:28:53 wrote ae_003.pth
20240912-08:28:54 wrote ae_004.pth
20240912-08:28:54 wrote ae_005.pth
20240912-08:28:55 wrote ae_006.pth
20240912-08:28:56 wrote ae_007.pth
20240912-08:28:56 wrote ae_008.pth
20240912-08:28:57 wrote ae_009.pth
20240912-08:28:57 epoch_duration 2min53s next_finish 08:31:50
20240912-08:28:57 wrote state.pth
20240912-08:28:57 --- epoch 702 ----------------------------------------
20240912-08:28:57 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9094 0.9436 0.9509 0.9454 0.9486
20240912-08:28:57 time_train=22042 time_c_quizzes=11046
20240912-08:28:57 nb_c_quizzes 3382
20240912-08:28:57 training model 5 (accuracy 0.9094339609146118)
20240912-08:28:57 training model 6 (accuracy 0.9436274766921997)
20240912-08:31:01 train_loss 702 model 5 0.01182587607684036
20240912-08:31:01 train_loss 702 model 6 0.012554456543417473
20240912-08:31:02 test_loss 702 model 5 0.009193189179313777
20240912-08:31:02 test_loss 702 model 6 0.010457585887888855
20240912-08:31:40 test_accuracy 702 model 5 nb_correct 718 / 797 (90.09%)
20240912-08:31:40 test_accuracy 702 model 6 nb_correct 747 / 812 (92.00%)
20240912-08:31:41 wrote ae_000.pth
20240912-08:31:41 wrote ae_001.pth
20240912-08:31:42 wrote ae_002.pth
20240912-08:31:43 wrote ae_003.pth
20240912-08:31:43 wrote ae_004.pth
20240912-08:31:44 wrote ae_005.pth
20240912-08:31:45 wrote ae_006.pth
20240912-08:31:46 wrote ae_007.pth
20240912-08:31:46 wrote ae_008.pth
20240912-08:31:47 wrote ae_009.pth
20240912-08:31:47 epoch_duration 2min49s next_finish 08:34:37
20240912-08:31:47 wrote state.pth
20240912-08:31:47 --- epoch 703 ----------------------------------------
20240912-08:31:47 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9009 0.9200 0.9509 0.9454 0.9486
20240912-08:31:47 time_train=22204 time_c_quizzes=11046
20240912-08:31:47 nb_c_quizzes 3382
20240912-08:31:47 training model 5 (accuracy 0.9008783102035522)
20240912-08:31:47 training model 6 (accuracy 0.9199507236480713)
20240912-08:33:51 train_loss 703 model 5 0.011261667449660308
20240912-08:33:51 train_loss 703 model 6 0.012238382143845228
20240912-08:33:53 test_loss 703 model 5 0.00966228717352351
20240912-08:33:53 test_loss 703 model 6 0.0077900823254935855
20240912-08:34:30 test_accuracy 703 model 6 nb_correct 697 / 791 (88.12%)
20240912-08:34:33 test_accuracy 703 model 5 nb_correct 747 / 800 (93.38%)
20240912-08:34:34 wrote ae_000.pth
20240912-08:34:35 wrote ae_001.pth
20240912-08:34:35 wrote ae_002.pth
20240912-08:34:36 wrote ae_003.pth
20240912-08:34:37 wrote ae_004.pth
20240912-08:34:38 wrote ae_005.pth
20240912-08:34:38 wrote ae_006.pth
20240912-08:34:39 wrote ae_007.pth
20240912-08:34:40 wrote ae_008.pth
20240912-08:34:40 wrote ae_009.pth
20240912-08:34:40 epoch_duration 2min53s next_finish 08:37:34
20240912-08:34:40 wrote state.pth
20240912-08:34:40 --- epoch 704 ----------------------------------------
20240912-08:34:40 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9337 0.8812 0.9509 0.9454 0.9486
20240912-08:34:40 time_train=22370 time_c_quizzes=11046
20240912-08:34:40 nb_c_quizzes 3382
20240912-08:34:40 training model 6 (accuracy 0.8811630606651306)
20240912-08:34:40 training model 5 (accuracy 0.9337499737739563)
20240912-08:36:44 train_loss 704 model 6 0.011698389553774178
20240912-08:36:44 train_loss 704 model 5 0.012108389331981016
20240912-08:36:45 test_loss 704 model 6 0.008066674688052444
20240912-08:36:45 test_loss 704 model 5 0.005481661046280806
20240912-08:37:21 test_accuracy 704 model 5 nb_correct 744 / 818 (90.95%)
20240912-08:37:23 test_accuracy 704 model 6 nb_correct 719 / 785 (91.59%)
20240912-08:37:23 wrote ae_000.pth
20240912-08:37:24 wrote ae_001.pth
20240912-08:37:25 wrote ae_002.pth
20240912-08:37:26 wrote ae_003.pth
20240912-08:37:26 wrote ae_004.pth
20240912-08:37:27 wrote ae_005.pth
20240912-08:37:28 wrote ae_006.pth
20240912-08:37:28 wrote ae_007.pth
20240912-08:37:29 wrote ae_008.pth
20240912-08:37:30 wrote ae_009.pth
20240912-08:37:30 epoch_duration 2min49s next_finish 08:40:19
20240912-08:37:30 wrote state.pth
20240912-08:37:30 --- epoch 705 ----------------------------------------
20240912-08:37:30 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9095 0.9159 0.9509 0.9454 0.9486
20240912-08:37:30 time_train=22532 time_c_quizzes=11046
20240912-08:37:30 nb_c_quizzes 3382
20240912-08:37:30 training model 5 (accuracy 0.9095354676246643)
20240912-08:37:30 training model 6 (accuracy 0.9159235954284668)
20240912-08:39:33 train_loss 705 model 5 0.011906914036480885
20240912-08:39:33 train_loss 705 model 6 0.011577508582347946
20240912-08:39:35 test_loss 705 model 5 0.006446026157129836
20240912-08:39:35 test_loss 705 model 6 0.008593758972665455
20240912-08:40:10 test_accuracy 705 model 5 nb_correct 740 / 795 (93.08%)
20240912-08:40:13 test_accuracy 705 model 6 nb_correct 720 / 779 (92.43%)
20240912-08:40:14 wrote ae_000.pth
20240912-08:40:15 wrote ae_001.pth
20240912-08:40:16 wrote ae_002.pth
20240912-08:40:16 wrote ae_003.pth
20240912-08:40:17 wrote ae_004.pth
20240912-08:40:18 wrote ae_005.pth
20240912-08:40:18 wrote ae_006.pth
20240912-08:40:19 wrote ae_007.pth
20240912-08:40:20 wrote ae_008.pth
20240912-08:40:20 wrote ae_009.pth
20240912-08:40:20 epoch_duration 2min50s next_finish 08:43:11
20240912-08:40:21 wrote state.pth
20240912-08:40:21 --- epoch 706 ----------------------------------------
20240912-08:40:21 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9308 0.9243 0.9509 0.9454 0.9486
20240912-08:40:21 time_train=22695 time_c_quizzes=11046
20240912-08:40:21 nb_c_quizzes 3382
20240912-08:40:21 training model 6 (accuracy 0.9242618680000305)
20240912-08:40:21 training model 5 (accuracy 0.9308176040649414)
20240912-08:42:24 train_loss 706 model 6 0.012462101768978755
20240912-08:42:24 train_loss 706 model 5 0.011284095817172783
20240912-08:42:26 test_loss 706 model 6 0.012395607594226022
20240912-08:42:26 test_loss 706 model 5 0.007193638133105651
20240912-08:42:58 test_accuracy 706 model 5 nb_correct 764 / 819 (93.28%)
20240912-08:43:03 test_accuracy 706 model 6 nb_correct 725 / 775 (93.55%)
20240912-08:43:03 wrote ae_000.pth
20240912-08:43:04 wrote ae_001.pth
20240912-08:43:05 wrote ae_002.pth
20240912-08:43:06 wrote ae_003.pth
20240912-08:43:06 wrote ae_004.pth
20240912-08:43:07 wrote ae_005.pth
20240912-08:43:08 wrote ae_006.pth
20240912-08:43:08 wrote ae_007.pth
20240912-08:43:09 wrote ae_008.pth
20240912-08:43:10 wrote ae_009.pth
20240912-08:43:10 epoch_duration 2min49s next_finish 08:45:59
20240912-08:43:10 wrote state.pth
20240912-08:43:10 --- epoch 707 ----------------------------------------
20240912-08:43:10 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9328 0.9355 0.9509 0.9454 0.9486
20240912-08:43:10 time_train=22857 time_c_quizzes=11046
20240912-08:43:10 nb_c_quizzes 3382
20240912-08:43:10 training model 5 (accuracy 0.9328449368476868)
20240912-08:43:10 training model 6 (accuracy 0.9354838728904724)
20240912-08:45:13 train_loss 707 model 5 0.010932428180891293
20240912-08:45:13 train_loss 707 model 6 0.012192389991279924
20240912-08:45:15 test_loss 707 model 5 0.008647718575161889
20240912-08:45:15 test_loss 707 model 6 0.008247695577779268
20240912-08:45:55 test_accuracy 707 model 5 nb_correct 739 / 797 (92.72%)
20240912-08:45:55 test_accuracy 707 model 6 nb_correct 710 / 790 (89.87%)
20240912-08:45:56 wrote ae_000.pth
20240912-08:45:57 wrote ae_001.pth
20240912-08:45:57 wrote ae_002.pth
20240912-08:45:58 wrote ae_003.pth
20240912-08:45:59 wrote ae_004.pth
20240912-08:45:59 wrote ae_005.pth
20240912-08:46:00 wrote ae_006.pth
20240912-08:46:01 wrote ae_007.pth
20240912-08:46:01 wrote ae_008.pth
20240912-08:46:02 wrote ae_009.pth
20240912-08:46:02 epoch_duration 2min52s next_finish 08:48:54
20240912-08:46:02 wrote state.pth
20240912-08:46:02 --- epoch 708 ----------------------------------------
20240912-08:46:02 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9272 0.8987 0.9509 0.9454 0.9486
20240912-08:46:02 time_train=23022 time_c_quizzes=11046
20240912-08:46:02 nb_c_quizzes 3382
20240912-08:46:02 training model 6 (accuracy 0.8987341523170471)
20240912-08:46:02 training model 5 (accuracy 0.9272270798683167)
20240912-08:48:05 train_loss 708 model 5 0.012375149578183482
20240912-08:48:06 train_loss 708 model 6 0.011891443939057354
20240912-08:48:07 test_loss 708 model 5 0.010928486188345233
20240912-08:48:07 test_loss 708 model 6 0.009228411817576897
20240912-08:48:43 test_accuracy 708 model 5 nb_correct 740 / 818 (90.46%)
20240912-08:48:45 test_accuracy 708 model 6 nb_correct 731 / 798 (91.60%)
20240912-08:48:46 wrote ae_000.pth
20240912-08:48:47 wrote ae_001.pth
20240912-08:48:47 wrote ae_002.pth
20240912-08:48:48 wrote ae_003.pth
20240912-08:48:49 wrote ae_004.pth
20240912-08:48:49 wrote ae_005.pth
20240912-08:48:50 wrote ae_006.pth
20240912-08:48:51 wrote ae_007.pth
20240912-08:48:52 wrote ae_008.pth
20240912-08:48:52 wrote ae_009.pth
20240912-08:48:52 epoch_duration 2min50s next_finish 08:51:43
20240912-08:48:52 wrote state.pth
20240912-08:48:52 --- epoch 709 ----------------------------------------
20240912-08:48:52 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9046 0.9160 0.9509 0.9454 0.9486
20240912-08:48:52 time_train=23185 time_c_quizzes=11046
20240912-08:48:52 nb_c_quizzes 3382
20240912-08:48:52 training model 5 (accuracy 0.9046455025672913)
20240912-08:48:52 training model 6 (accuracy 0.9160401225090027)
20240912-08:50:56 train_loss 709 model 5 0.011611986224006615
20240912-08:50:56 train_loss 709 model 6 0.012424372476005374
20240912-08:50:57 test_loss 709 model 5 0.006450431785242472
20240912-08:50:58 test_loss 709 model 6 0.008138083898097647
20240912-08:51:32 test_accuracy 709 model 5 nb_correct 749 / 812 (92.24%)
20240912-08:51:34 test_accuracy 709 model 6 nb_correct 770 / 815 (94.48%)
20240912-08:51:35 wrote ae_000.pth
20240912-08:51:35 wrote ae_001.pth
20240912-08:51:36 wrote ae_002.pth
20240912-08:51:37 wrote ae_003.pth
20240912-08:51:37 wrote ae_004.pth
20240912-08:51:38 wrote ae_005.pth
20240912-08:51:39 wrote ae_006.pth
20240912-08:51:39 wrote ae_007.pth
20240912-08:51:40 wrote ae_008.pth
20240912-08:51:41 wrote ae_009.pth
20240912-08:51:41 epoch_duration 2min48s next_finish 08:54:29
20240912-08:51:41 wrote state.pth
20240912-08:51:41 --- epoch 710 ----------------------------------------
20240912-08:51:41 current_test_accuracies 0.9447 0.9485 0.9524 0.9464 0.9494 0.9224 0.9448 0.9509 0.9454 0.9486
20240912-08:51:41 time_train=23346 time_c_quizzes=11046
20240912-08:51:41 nb_c_quizzes 3382
20240912-08:51:41 training model 5 (accuracy 0.9224137663841248)
20240912-08:51:41 training model 0 (accuracy 0.9447236061096191)
20240912-08:53:45 train_loss 710 model 5 0.01153344120339716
20240912-08:53:45 train_loss 710 model 0 0.012735481558622268
20240912-08:53:47 test_loss 710 model 5 0.008206866133755852
20240912-08:53:47 test_loss 710 model 0 0.007226361874904797
20240912-08:54:20 test_accuracy 710 model 5 nb_correct 746 / 787 (94.79%)
20240912-08:54:25 test_accuracy 710 model 0 nb_correct 710 / 779 (91.14%)
20240912-08:54:26 wrote ae_000.pth
20240912-08:54:27 wrote ae_001.pth
20240912-08:54:28 wrote ae_002.pth
20240912-08:54:28 wrote ae_003.pth
20240912-08:54:29 wrote ae_004.pth
20240912-08:54:30 wrote ae_005.pth
20240912-08:54:30 wrote ae_006.pth
20240912-08:54:31 wrote ae_007.pth
20240912-08:54:32 wrote ae_008.pth
20240912-08:54:32 wrote ae_009.pth
20240912-08:54:32 epoch_duration 2min51s next_finish 08:57:24
20240912-08:54:32 wrote state.pth
20240912-08:54:32 --- epoch 711 ----------------------------------------
20240912-08:54:32 current_test_accuracies 0.9114 0.9485 0.9524 0.9464 0.9494 0.9479 0.9448 0.9509 0.9454 0.9486
20240912-08:54:32 time_train=23510 time_c_quizzes=11046
20240912-08:54:32 nb_c_quizzes 3382
20240912-08:54:32 training model 0 (accuracy 0.9114248752593994)
20240912-08:54:32 training model 6 (accuracy 0.9447852969169617)
20240912-08:56:36 train_loss 711 model 6 0.011921925792922594
20240912-08:56:36 train_loss 711 model 0 0.011751518652563391
20240912-08:56:37 test_loss 711 model 6 0.008461908399294771
20240912-08:56:37 test_loss 711 model 0 0.009631240177748168
20240912-08:57:15 test_accuracy 711 model 6 nb_correct 753 / 806 (93.42%)
20240912-08:57:16 test_accuracy 711 model 0 nb_correct 731 / 786 (93.00%)
20240912-08:57:17 wrote ae_000.pth
20240912-08:57:17 wrote ae_001.pth
20240912-08:57:18 wrote ae_002.pth
20240912-08:57:19 wrote ae_003.pth
20240912-08:57:19 wrote ae_004.pth
20240912-08:57:20 wrote ae_005.pth
20240912-08:57:21 wrote ae_006.pth
20240912-08:57:21 wrote ae_007.pth
20240912-08:57:22 wrote ae_008.pth
20240912-08:57:23 wrote ae_009.pth
20240912-08:57:23 epoch_duration 2min50s next_finish 09:00:13
20240912-08:57:23 wrote state.pth
20240912-08:57:23 --- epoch 712 ----------------------------------------
20240912-08:57:23 current_test_accuracies 0.9300 0.9485 0.9524 0.9464 0.9494 0.9479 0.9342 0.9509 0.9454 0.9486
20240912-08:57:23 time_train=23673 time_c_quizzes=11046
20240912-08:57:23 nb_c_quizzes 3382
20240912-08:57:23 training model 0 (accuracy 0.9300254583358765)
20240912-08:57:23 training model 6 (accuracy 0.9342432022094727)
20240912-08:59:26 train_loss 712 model 6 0.011872434079323283
20240912-08:59:26 train_loss 712 model 0 0.012110570648693282
20240912-08:59:28 test_loss 712 model 6 0.007923067844660635
20240912-08:59:28 test_loss 712 model 0 0.012131557393831826
20240912-09:00:01 test_accuracy 712 model 0 nb_correct 752 / 806 (93.30%)
20240912-09:00:06 test_accuracy 712 model 6 nb_correct 749 / 803 (93.28%)
20240912-09:00:07 wrote ae_000.pth
20240912-09:00:08 wrote ae_001.pth
20240912-09:00:08 wrote ae_002.pth
20240912-09:00:09 wrote ae_003.pth
20240912-09:00:10 wrote ae_004.pth
20240912-09:00:10 wrote ae_005.pth
20240912-09:00:11 wrote ae_006.pth
20240912-09:00:12 wrote ae_007.pth
20240912-09:00:12 wrote ae_008.pth
20240912-09:00:13 wrote ae_009.pth
20240912-09:00:13 epoch_duration 2min50s next_finish 09:03:03
20240912-09:00:13 wrote state.pth
20240912-09:00:13 --- epoch 713 ----------------------------------------
20240912-09:00:13 current_test_accuracies 0.9330 0.9485 0.9524 0.9464 0.9494 0.9479 0.9328 0.9509 0.9454 0.9486
20240912-09:00:13 time_train=23836 time_c_quizzes=11046
20240912-09:00:13 nb_c_quizzes 3382
20240912-09:00:13 training model 6 (accuracy 0.9327521920204163)
20240912-09:00:13 training model 0 (accuracy 0.9330024719238281)
20240912-09:02:17 train_loss 713 model 6 0.012032073698752355
20240912-09:02:17 train_loss 713 model 0 0.012427460563805653
20240912-09:02:18 test_loss 713 model 6 0.00719684667971876
20240912-09:02:18 test_loss 713 model 0 0.010733499443648497
20240912-09:02:52 test_accuracy 713 model 6 nb_correct 752 / 808 (93.07%)
20240912-09:02:54 test_accuracy 713 model 0 nb_correct 736 / 794 (92.70%)
20240912-09:02:55 wrote ae_000.pth
20240912-09:02:56 wrote ae_001.pth
20240912-09:02:57 wrote ae_002.pth
20240912-09:02:57 wrote ae_003.pth
20240912-09:02:58 wrote ae_004.pth
20240912-09:02:59 wrote ae_005.pth
20240912-09:02:59 wrote ae_006.pth
20240912-09:03:00 wrote ae_007.pth
20240912-09:03:01 wrote ae_008.pth
20240912-09:03:01 wrote ae_009.pth
20240912-09:03:01 epoch_duration 2min48s next_finish 09:05:50
20240912-09:03:01 wrote state.pth
20240912-09:03:01 --- epoch 714 ----------------------------------------
20240912-09:03:01 current_test_accuracies 0.9270 0.9485 0.9524 0.9464 0.9494 0.9479 0.9307 0.9509 0.9454 0.9486
20240912-09:03:01 time_train=23997 time_c_quizzes=11046
20240912-09:03:01 nb_c_quizzes 3382
20240912-09:03:01 training model 0 (accuracy 0.9269521236419678)
20240912-09:03:01 training model 6 (accuracy 0.9306930899620056)
20240912-09:05:05 train_loss 714 model 0 0.012393200007849372
20240912-09:05:05 train_loss 714 model 6 0.012284133681505409
20240912-09:05:06 test_loss 714 model 0 0.01066913032143475
20240912-09:05:07 test_loss 714 model 6 0.008059127543683075
20240912-09:05:41 test_accuracy 714 model 6 nb_correct 728 / 796 (91.46%)
20240912-09:05:42 test_accuracy 714 model 0 nb_correct 744 / 828 (89.86%)
20240912-09:05:43 wrote ae_000.pth
20240912-09:05:44 wrote ae_001.pth
20240912-09:05:44 wrote ae_002.pth
20240912-09:05:45 wrote ae_003.pth
20240912-09:05:46 wrote ae_004.pth
20240912-09:05:46 wrote ae_005.pth
20240912-09:05:47 wrote ae_006.pth
20240912-09:05:48 wrote ae_007.pth
20240912-09:05:48 wrote ae_008.pth
20240912-09:05:49 wrote ae_009.pth
20240912-09:05:49 epoch_duration 2min47s next_finish 09:08:37
20240912-09:05:49 wrote state.pth
20240912-09:05:49 --- epoch 715 ----------------------------------------
20240912-09:05:49 current_test_accuracies 0.8986 0.9485 0.9524 0.9464 0.9494 0.9479 0.9146 0.9509 0.9454 0.9486
20240912-09:05:49 time_train=24157 time_c_quizzes=11046
20240912-09:05:49 nb_c_quizzes 3382
20240912-09:05:49 training model 0 (accuracy 0.8985507488250732)
20240912-09:05:49 training model 6 (accuracy 0.9145728349685669)
20240912-09:07:53 train_loss 715 model 0 0.011938792009314057
20240912-09:07:53 train_loss 715 model 6 0.011687818139351294
20240912-09:07:54 test_loss 715 model 0 0.0068414432970712365
20240912-09:07:54 test_loss 715 model 6 0.0073398864923774456
20240912-09:08:31 test_accuracy 715 model 0 nb_correct 731 / 798 (91.60%)
20240912-09:08:34 test_accuracy 715 model 6 nb_correct 730 / 794 (91.94%)
20240912-09:08:35 wrote ae_000.pth
20240912-09:08:36 wrote ae_001.pth
20240912-09:08:36 wrote ae_002.pth
20240912-09:08:37 wrote ae_003.pth
20240912-09:08:38 wrote ae_004.pth
20240912-09:08:39 wrote ae_005.pth
20240912-09:08:39 wrote ae_006.pth
20240912-09:08:40 wrote ae_007.pth
20240912-09:08:41 wrote ae_008.pth
20240912-09:08:41 wrote ae_009.pth
20240912-09:08:41 epoch_duration 2min52s next_finish 09:11:33
20240912-09:08:41 wrote state.pth
20240912-09:08:41 --- epoch 716 ----------------------------------------
20240912-09:08:41 current_test_accuracies 0.9160 0.9485 0.9524 0.9464 0.9494 0.9479 0.9194 0.9509 0.9454 0.9486
20240912-09:08:41 time_train=24322 time_c_quizzes=11046
20240912-09:08:41 nb_c_quizzes 3382
20240912-09:08:41 training model 0 (accuracy 0.9160401225090027)
20240912-09:08:41 training model 6 (accuracy 0.9193954467773438)
20240912-09:10:45 train_loss 716 model 6 0.012621486319396354
20240912-09:10:45 train_loss 716 model 0 0.012360736638993331
20240912-09:10:47 test_loss 716 model 6 0.009665579416721925
20240912-09:10:47 test_loss 716 model 0 0.00926373461379626
20240912-09:11:21 test_accuracy 716 model 6 nb_correct 732 / 797 (91.84%)
20240912-09:11:24 test_accuracy 716 model 0 nb_correct 767 / 824 (93.08%)
20240912-09:11:25 wrote ae_000.pth
20240912-09:11:25 wrote ae_001.pth
20240912-09:11:26 wrote ae_002.pth
20240912-09:11:27 wrote ae_003.pth
20240912-09:11:27 wrote ae_004.pth
20240912-09:11:28 wrote ae_005.pth
20240912-09:11:29 wrote ae_006.pth
20240912-09:11:29 wrote ae_007.pth
20240912-09:11:30 wrote ae_008.pth
20240912-09:11:31 wrote ae_009.pth
20240912-09:11:31 epoch_duration 2min49s next_finish 09:14:20
20240912-09:11:31 wrote state.pth
20240912-09:11:31 --- epoch 717 ----------------------------------------
20240912-09:11:31 current_test_accuracies 0.9308 0.9485 0.9524 0.9464 0.9494 0.9479 0.9184 0.9509 0.9454 0.9486
20240912-09:11:31 time_train=24484 time_c_quizzes=11046
20240912-09:11:31 nb_c_quizzes 3382
20240912-09:11:31 training model 6 (accuracy 0.9184441566467285)
20240912-09:11:31 training model 0 (accuracy 0.9308252334594727)
20240912-09:13:34 train_loss 717 model 0 0.012038557189393033
20240912-09:13:35 train_loss 717 model 6 0.011960212715343005
20240912-09:13:36 test_loss 717 model 0 0.007611824117066135
20240912-09:13:36 test_loss 717 model 6 0.0110703818545403
20240912-09:14:12 test_accuracy 717 model 0 nb_correct 738 / 798 (92.48%)
20240912-09:14:13 test_accuracy 717 model 6 nb_correct 760 / 815 (93.25%)
20240912-09:14:14 wrote ae_000.pth
20240912-09:14:15 wrote ae_001.pth
20240912-09:14:16 wrote ae_002.pth
20240912-09:14:16 wrote ae_003.pth
20240912-09:14:17 wrote ae_004.pth
20240912-09:14:18 wrote ae_005.pth
20240912-09:14:18 wrote ae_006.pth
20240912-09:14:19 wrote ae_007.pth
20240912-09:14:20 wrote ae_008.pth
20240912-09:14:20 wrote ae_009.pth
20240912-09:14:20 epoch_duration 2min49s next_finish 09:17:10
20240912-09:14:20 wrote state.pth
20240912-09:14:20 --- epoch 718 ----------------------------------------
20240912-09:14:20 current_test_accuracies 0.9248 0.9485 0.9524 0.9464 0.9494 0.9479 0.9325 0.9509 0.9454 0.9486
20240912-09:14:20 time_train=24646 time_c_quizzes=11046
20240912-09:14:20 nb_c_quizzes 3382
20240912-09:14:20 training model 0 (accuracy 0.9248120188713074)
20240912-09:14:20 training model 6 (accuracy 0.9325153231620789)
20240912-09:16:24 train_loss 718 model 6 0.012124733385788204
20240912-09:16:24 train_loss 718 model 0 0.01277784385452469
20240912-09:16:26 test_loss 718 model 6 0.00805671181622003
20240912-09:16:26 test_loss 718 model 0 0.007462265092021881
20240912-09:17:00 test_accuracy 718 model 6 nb_correct 762 / 805 (94.66%)
20240912-09:17:02 test_accuracy 718 model 0 nb_correct 754 / 797 (94.60%)
20240912-09:17:03 wrote ae_000.pth
20240912-09:17:04 wrote ae_001.pth
20240912-09:17:04 wrote ae_002.pth
20240912-09:17:05 wrote ae_003.pth
20240912-09:17:06 wrote ae_004.pth
20240912-09:17:06 wrote ae_005.pth
20240912-09:17:07 wrote ae_006.pth
20240912-09:17:08 wrote ae_007.pth
20240912-09:17:08 wrote ae_008.pth
20240912-09:17:09 wrote ae_009.pth
20240912-09:17:09 epoch_duration 2min48s next_finish 09:19:58
20240912-09:17:09 wrote state.pth
20240912-09:17:09 --- epoch 719 ----------------------------------------
20240912-09:17:09 current_test_accuracies 0.9460 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9454 0.9486
20240912-09:17:09 time_train=24807 time_c_quizzes=11046
20240912-09:17:09 nb_c_quizzes 3382
20240912-09:17:09 training model 8 (accuracy 0.9454094171524048)
20240912-09:17:09 training model 0 (accuracy 0.9460476636886597)
20240912-09:19:13 train_loss 719 model 8 0.011129033469345814
20240912-09:19:13 train_loss 719 model 0 0.013144859667576383
20240912-09:19:14 test_loss 719 model 8 0.008332809900616666
20240912-09:19:14 test_loss 719 model 0 0.011288627496196569
20240912-09:19:50 test_accuracy 719 model 0 nb_correct 738 / 814 (90.66%)
20240912-09:19:50 test_accuracy 719 model 8 nb_correct 728 / 793 (91.80%)
20240912-09:19:51 wrote ae_000.pth
20240912-09:19:51 wrote ae_001.pth
20240912-09:19:52 wrote ae_002.pth
20240912-09:19:53 wrote ae_003.pth
20240912-09:19:54 wrote ae_004.pth
20240912-09:19:54 wrote ae_005.pth
20240912-09:19:55 wrote ae_006.pth
20240912-09:19:56 wrote ae_007.pth
20240912-09:19:56 wrote ae_008.pth
20240912-09:19:57 wrote ae_009.pth
20240912-09:19:57 epoch_duration 2min47s next_finish 09:22:45
20240912-09:19:57 wrote state.pth
20240912-09:19:57 --- epoch 720 ----------------------------------------
20240912-09:19:57 current_test_accuracies 0.9066 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9180 0.9486
20240912-09:19:57 time_train=24967 time_c_quizzes=11046
20240912-09:19:57 nb_c_quizzes 3382
20240912-09:19:57 training model 0 (accuracy 0.9066339135169983)
20240912-09:19:57 training model 8 (accuracy 0.9180327653884888)
20240912-09:22:00 train_loss 720 model 8 0.012057092057586488
20240912-09:22:00 train_loss 720 model 0 0.01230408152556629
20240912-09:22:02 test_loss 720 model 8 0.007926896903069292
20240912-09:22:02 test_loss 720 model 0 0.0073901351214317405
20240912-09:22:36 test_accuracy 720 model 0 nb_correct 741 / 789 (93.92%)
20240912-09:22:44 test_accuracy 720 model 8 nb_correct 733 / 793 (92.43%)
20240912-09:22:45 wrote ae_000.pth
20240912-09:22:45 wrote ae_001.pth
20240912-09:22:46 wrote ae_002.pth
20240912-09:22:47 wrote ae_003.pth
20240912-09:22:47 wrote ae_004.pth
20240912-09:22:48 wrote ae_005.pth
20240912-09:22:49 wrote ae_006.pth
20240912-09:22:49 wrote ae_007.pth
20240912-09:22:50 wrote ae_008.pth
20240912-09:22:51 wrote ae_009.pth
20240912-09:22:51 epoch_duration 2min53s next_finish 09:25:45
20240912-09:22:51 wrote state.pth
20240912-09:22:51 --- epoch 721 ----------------------------------------
20240912-09:22:51 current_test_accuracies 0.9392 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9243 0.9486
20240912-09:22:51 time_train=25133 time_c_quizzes=11046
20240912-09:22:51 nb_c_quizzes 3382
20240912-09:22:51 training model 8 (accuracy 0.9243379831314087)
20240912-09:22:51 training model 0 (accuracy 0.9391635060310364)
20240912-09:24:54 train_loss 721 model 8 0.011813775031594559
20240912-09:24:54 train_loss 721 model 0 0.011668006975061871
20240912-09:24:56 test_loss 721 model 8 0.005706711322000046
20240912-09:24:56 test_loss 721 model 0 0.009256017233447267
20240912-09:25:33 test_accuracy 721 model 8 nb_correct 755 / 810 (93.21%)
20240912-09:25:33 test_accuracy 721 model 0 nb_correct 755 / 801 (94.26%)
20240912-09:25:34 wrote ae_000.pth
20240912-09:25:34 wrote ae_001.pth
20240912-09:25:35 wrote ae_002.pth
20240912-09:25:36 wrote ae_003.pth
20240912-09:25:36 wrote ae_004.pth
20240912-09:25:37 wrote ae_005.pth
20240912-09:25:38 wrote ae_006.pth
20240912-09:25:38 wrote ae_007.pth
20240912-09:25:39 wrote ae_008.pth
20240912-09:25:40 wrote ae_009.pth
20240912-09:25:40 epoch_duration 2min48s next_finish 09:28:28
20240912-09:25:40 wrote state.pth
20240912-09:25:40 --- epoch 722 ----------------------------------------
20240912-09:25:40 current_test_accuracies 0.9426 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9321 0.9486
20240912-09:25:40 time_train=25294 time_c_quizzes=11046
20240912-09:25:40 nb_c_quizzes 3382
20240912-09:25:40 training model 8 (accuracy 0.9320987462997437)
20240912-09:25:40 training model 0 (accuracy 0.942571759223938)
20240912-09:27:43 train_loss 722 model 0 0.012210957826515368
20240912-09:27:43 train_loss 722 model 8 0.011816670173056992
20240912-09:27:45 test_loss 722 model 0 0.008121884321769812
20240912-09:27:45 test_loss 722 model 8 0.009309272384538759
20240912-09:28:22 test_accuracy 722 model 0 nb_correct 741 / 807 (91.82%)
20240912-09:28:23 test_accuracy 722 model 8 nb_correct 730 / 798 (91.48%)
20240912-09:28:24 wrote ae_000.pth
20240912-09:28:24 wrote ae_001.pth
20240912-09:28:25 wrote ae_002.pth
20240912-09:28:26 wrote ae_003.pth
20240912-09:28:27 wrote ae_004.pth
20240912-09:28:27 wrote ae_005.pth
20240912-09:28:28 wrote ae_006.pth
20240912-09:28:29 wrote ae_007.pth
20240912-09:28:29 wrote ae_008.pth
20240912-09:28:30 wrote ae_009.pth
20240912-09:28:30 epoch_duration 2min50s next_finish 09:31:20
20240912-09:28:30 wrote state.pth
20240912-09:28:30 --- epoch 723 ----------------------------------------
20240912-09:28:30 current_test_accuracies 0.9182 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9148 0.9486
20240912-09:28:30 time_train=25457 time_c_quizzes=11046
20240912-09:28:30 nb_c_quizzes 3382
20240912-09:28:30 training model 8 (accuracy 0.9147869944572449)
20240912-09:28:30 training model 0 (accuracy 0.9182156324386597)
20240912-09:30:33 train_loss 723 model 8 0.011219235932274387
20240912-09:30:33 train_loss 723 model 0 0.012035293730077683
20240912-09:30:35 test_loss 723 model 8 0.006831663738239513
20240912-09:30:35 test_loss 723 model 0 0.008797684376196458
20240912-09:31:10 test_accuracy 723 model 0 nb_correct 744 / 804 (92.54%)
20240912-09:31:11 test_accuracy 723 model 8 nb_correct 725 / 781 (92.83%)
20240912-09:31:12 wrote ae_000.pth
20240912-09:31:13 wrote ae_001.pth
20240912-09:31:13 wrote ae_002.pth
20240912-09:31:14 wrote ae_003.pth
20240912-09:31:15 wrote ae_004.pth
20240912-09:31:15 wrote ae_005.pth
20240912-09:31:16 wrote ae_006.pth
20240912-09:31:17 wrote ae_007.pth
20240912-09:31:18 wrote ae_008.pth
20240912-09:31:18 wrote ae_009.pth
20240912-09:31:18 epoch_duration 2min48s next_finish 09:34:07
20240912-09:31:18 wrote state.pth
20240912-09:31:18 --- epoch 724 ----------------------------------------
20240912-09:31:18 current_test_accuracies 0.9254 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9283 0.9486
20240912-09:31:18 time_train=25618 time_c_quizzes=11046
20240912-09:31:18 nb_c_quizzes 3382
20240912-09:31:18 training model 0 (accuracy 0.9253731369972229)
20240912-09:31:18 training model 8 (accuracy 0.9282970428466797)
20240912-09:33:22 train_loss 724 model 0 0.011805326638934275
20240912-09:33:22 train_loss 724 model 8 0.011217736321243137
20240912-09:33:23 test_loss 724 model 0 0.014352826310550881
20240912-09:33:23 test_loss 724 model 8 0.006042454754538085
20240912-09:33:56 test_accuracy 724 model 8 nb_correct 755 / 805 (93.79%)
20240912-09:34:05 test_accuracy 724 model 0 nb_correct 726 / 788 (92.13%)
20240912-09:34:05 wrote ae_000.pth
20240912-09:34:06 wrote ae_001.pth
20240912-09:34:07 wrote ae_002.pth
20240912-09:34:08 wrote ae_003.pth
20240912-09:34:08 wrote ae_004.pth
20240912-09:34:09 wrote ae_005.pth
20240912-09:34:10 wrote ae_006.pth
20240912-09:34:10 wrote ae_007.pth
20240912-09:34:11 wrote ae_008.pth
20240912-09:34:12 wrote ae_009.pth
20240912-09:34:12 epoch_duration 2min53s next_finish 09:37:05
20240912-09:34:12 wrote state.pth
20240912-09:34:12 --- epoch 725 ----------------------------------------
20240912-09:34:12 current_test_accuracies 0.9213 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9379 0.9486
20240912-09:34:12 time_train=25784 time_c_quizzes=11046
20240912-09:34:12 nb_c_quizzes 3382
20240912-09:34:12 training model 0 (accuracy 0.9213197827339172)
20240912-09:34:12 training model 8 (accuracy 0.9378882050514221)
20240912-09:36:15 train_loss 725 model 0 0.012087906563196157
20240912-09:36:15 train_loss 725 model 8 0.011982145114927335
20240912-09:36:17 test_loss 725 model 0 0.00736238657963213
20240912-09:36:17 test_loss 725 model 8 0.01015986091213108
20240912-09:36:51 test_accuracy 725 model 8 nb_correct 748 / 798 (93.73%)
20240912-09:36:55 test_accuracy 725 model 0 nb_correct 754 / 799 (94.37%)
20240912-09:36:56 wrote ae_000.pth
20240912-09:36:56 wrote ae_001.pth
20240912-09:36:57 wrote ae_002.pth
20240912-09:36:58 wrote ae_003.pth
20240912-09:36:58 wrote ae_004.pth
20240912-09:36:59 wrote ae_005.pth
20240912-09:37:00 wrote ae_006.pth
20240912-09:37:00 wrote ae_007.pth
20240912-09:37:01 wrote ae_008.pth
20240912-09:37:02 wrote ae_009.pth
20240912-09:37:02 epoch_duration 2min50s next_finish 09:39:52
20240912-09:37:02 wrote state.pth
20240912-09:37:02 --- epoch 726 ----------------------------------------
20240912-09:37:02 current_test_accuracies 0.9437 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9373 0.9486
20240912-09:37:02 time_train=25947 time_c_quizzes=11046
20240912-09:37:02 nb_c_quizzes 3382
20240912-09:37:02 training model 8 (accuracy 0.9373433589935303)
20240912-09:37:02 training model 0 (accuracy 0.9436795711517334)
20240912-09:39:05 train_loss 726 model 0 0.01219273971914663
20240912-09:39:05 train_loss 726 model 8 0.011092047224281486
20240912-09:39:07 test_loss 726 model 0 0.010130381916999909
20240912-09:39:07 test_loss 726 model 8 0.00609695543303701
20240912-09:39:44 test_accuracy 726 model 8 nb_correct 708 / 783 (90.42%)
20240912-09:39:45 test_accuracy 726 model 0 nb_correct 750 / 793 (94.58%)
20240912-09:39:46 wrote ae_000.pth
20240912-09:39:47 wrote ae_001.pth
20240912-09:39:47 wrote ae_002.pth
20240912-09:39:48 wrote ae_003.pth
20240912-09:39:49 wrote ae_004.pth
20240912-09:39:50 wrote ae_005.pth
20240912-09:39:50 wrote ae_006.pth
20240912-09:39:51 wrote ae_007.pth
20240912-09:39:52 wrote ae_008.pth
20240912-09:39:52 wrote ae_009.pth
20240912-09:39:52 epoch_duration 2min50s next_finish 09:42:43
20240912-09:39:52 wrote state.pth
20240912-09:39:52 --- epoch 727 ----------------------------------------
20240912-09:39:52 current_test_accuracies 0.9458 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9042 0.9486
20240912-09:39:52 time_train=26110 time_c_quizzes=11046
20240912-09:39:52 nb_c_quizzes 3382
20240912-09:39:52 training model 8 (accuracy 0.9042145609855652)
20240912-09:39:52 training model 0 (accuracy 0.9457755088806152)
20240912-09:41:56 train_loss 727 model 8 0.012169405310169168
20240912-09:41:56 train_loss 727 model 0 0.012162180743001955
20240912-09:41:57 test_loss 727 model 8 0.010141817893555328
20240912-09:41:57 test_loss 727 model 0 0.010601973856682888
20240912-09:42:32 test_accuracy 727 model 0 nb_correct 737 / 790 (93.29%)
20240912-09:42:36 test_accuracy 727 model 8 nb_correct 753 / 804 (93.66%)
20240912-09:42:36 wrote ae_000.pth
20240912-09:42:37 wrote ae_001.pth
20240912-09:42:38 wrote ae_002.pth
20240912-09:42:38 wrote ae_003.pth
20240912-09:42:39 wrote ae_004.pth
20240912-09:42:40 wrote ae_005.pth
20240912-09:42:40 wrote ae_006.pth
20240912-09:42:41 wrote ae_007.pth
20240912-09:42:42 wrote ae_008.pth
20240912-09:42:42 wrote ae_009.pth
20240912-09:42:42 epoch_duration 2min50s next_finish 09:45:33
20240912-09:42:42 wrote state.pth
20240912-09:42:42 --- epoch 728 ----------------------------------------
20240912-09:42:42 current_test_accuracies 0.9329 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9366 0.9486
20240912-09:42:42 time_train=26273 time_c_quizzes=11046
20240912-09:42:42 nb_c_quizzes 3382
20240912-09:42:42 training model 0 (accuracy 0.9329113960266113)
20240912-09:42:42 training model 8 (accuracy 0.9365671873092651)
20240912-09:44:46 train_loss 728 model 8 0.011146972588961943
20240912-09:44:46 train_loss 728 model 0 0.011818598498553911
20240912-09:44:48 test_loss 728 model 8 0.011060842218682865
20240912-09:44:48 test_loss 728 model 0 0.011755133655856297
20240912-09:45:21 test_accuracy 728 model 0 nb_correct 728 / 799 (91.11%)
20240912-09:45:22 test_accuracy 728 model 8 nb_correct 750 / 830 (90.36%)
20240912-09:45:23 wrote ae_000.pth
20240912-09:45:24 wrote ae_001.pth
20240912-09:45:24 wrote ae_002.pth
20240912-09:45:25 wrote ae_003.pth
20240912-09:45:26 wrote ae_004.pth
20240912-09:45:26 wrote ae_005.pth
20240912-09:45:27 wrote ae_006.pth
20240912-09:45:28 wrote ae_007.pth
20240912-09:45:28 wrote ae_008.pth
20240912-09:45:29 wrote ae_009.pth
20240912-09:45:29 epoch_duration 2min46s next_finish 09:48:16
20240912-09:45:29 wrote state.pth
20240912-09:45:29 --- epoch 729 ----------------------------------------
20240912-09:45:29 current_test_accuracies 0.9111 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9036 0.9486
20240912-09:45:29 time_train=26432 time_c_quizzes=11046
20240912-09:45:29 nb_c_quizzes 3382
20240912-09:45:29 training model 8 (accuracy 0.9036144614219666)
20240912-09:45:29 training model 0 (accuracy 0.9111389517784119)
20240912-09:47:33 train_loss 729 model 0 0.011730676933351787
20240912-09:47:33 train_loss 729 model 8 0.011950959978510582
20240912-09:47:34 test_loss 729 model 0 0.01136939113353037
20240912-09:47:34 test_loss 729 model 8 0.009455888251102352
20240912-09:48:10 test_accuracy 729 model 8 nb_correct 742 / 808 (91.83%)
20240912-09:48:14 test_accuracy 729 model 0 nb_correct 749 / 800 (93.62%)
20240912-09:48:15 wrote ae_000.pth
20240912-09:48:16 wrote ae_001.pth
20240912-09:48:16 wrote ae_002.pth
20240912-09:48:17 wrote ae_003.pth
20240912-09:48:18 wrote ae_004.pth
20240912-09:48:18 wrote ae_005.pth
20240912-09:48:19 wrote ae_006.pth
20240912-09:48:20 wrote ae_007.pth
20240912-09:48:21 wrote ae_008.pth
20240912-09:48:21 wrote ae_009.pth
20240912-09:48:21 epoch_duration 2min52s next_finish 09:51:13
20240912-09:48:21 wrote state.pth
20240912-09:48:21 --- epoch 730 ----------------------------------------
20240912-09:48:21 current_test_accuracies 0.9362 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9183 0.9486
20240912-09:48:21 time_train=26597 time_c_quizzes=11046
20240912-09:48:21 nb_c_quizzes 3382
20240912-09:48:21 training model 8 (accuracy 0.9183168411254883)
20240912-09:48:21 training model 0 (accuracy 0.9362499713897705)
20240912-09:50:25 train_loss 730 model 0 0.011394947071094065
20240912-09:50:25 train_loss 730 model 8 0.011826158107147421
20240912-09:50:27 test_loss 730 model 0 0.00825697643795138
20240912-09:50:27 test_loss 730 model 8 0.008270449310202821
20240912-09:51:01 test_accuracy 730 model 0 nb_correct 748 / 808 (92.57%)
20240912-09:51:06 test_accuracy 730 model 8 nb_correct 751 / 821 (91.47%)
20240912-09:51:07 wrote ae_000.pth
20240912-09:51:08 wrote ae_001.pth
20240912-09:51:09 wrote ae_002.pth
20240912-09:51:09 wrote ae_003.pth
20240912-09:51:10 wrote ae_004.pth
20240912-09:51:11 wrote ae_005.pth
20240912-09:51:11 wrote ae_006.pth
20240912-09:51:12 wrote ae_007.pth
20240912-09:51:13 wrote ae_008.pth
20240912-09:51:13 wrote ae_009.pth
20240912-09:51:13 epoch_duration 2min52s next_finish 09:54:06
20240912-09:51:13 wrote state.pth
20240912-09:51:13 --- epoch 731 ----------------------------------------
20240912-09:51:13 current_test_accuracies 0.9257 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9147 0.9486
20240912-09:51:13 time_train=26762 time_c_quizzes=11046
20240912-09:51:13 nb_c_quizzes 3382
20240912-09:51:13 training model 8 (accuracy 0.914738118648529)
20240912-09:51:13 training model 0 (accuracy 0.9257425665855408)
20240912-09:53:17 train_loss 731 model 0 0.012129686046762799
20240912-09:53:17 train_loss 731 model 8 0.010715908896530891
20240912-09:53:18 test_loss 731 model 0 0.012023961289901307
20240912-09:53:18 test_loss 731 model 8 0.009086431256142192
20240912-09:53:54 test_accuracy 731 model 0 nb_correct 739 / 802 (92.14%)
20240912-09:53:59 test_accuracy 731 model 8 nb_correct 732 / 778 (94.09%)
20240912-09:53:59 wrote ae_000.pth
20240912-09:54:00 wrote ae_001.pth
20240912-09:54:01 wrote ae_002.pth
20240912-09:54:02 wrote ae_003.pth
20240912-09:54:02 wrote ae_004.pth
20240912-09:54:03 wrote ae_005.pth
20240912-09:54:04 wrote ae_006.pth
20240912-09:54:04 wrote ae_007.pth
20240912-09:54:05 wrote ae_008.pth
20240912-09:54:06 wrote ae_009.pth
20240912-09:54:06 epoch_duration 2min52s next_finish 09:56:58
20240912-09:54:06 wrote state.pth
20240912-09:54:06 --- epoch 732 ----------------------------------------
20240912-09:54:06 current_test_accuracies 0.9214 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9409 0.9486
20240912-09:54:06 time_train=26927 time_c_quizzes=11046
20240912-09:54:06 nb_c_quizzes 3382
20240912-09:54:06 training model 0 (accuracy 0.9214463829994202)
20240912-09:54:06 training model 8 (accuracy 0.9408740401268005)
20240912-09:56:09 train_loss 732 model 0 0.011734990336841292
20240912-09:56:09 train_loss 732 model 8 0.01150150837383626
20240912-09:56:11 test_loss 732 model 0 0.010676457793374538
20240912-09:56:11 test_loss 732 model 8 0.008670203201479865
20240912-09:56:46 test_accuracy 732 model 8 nb_correct 733 / 789 (92.90%)
20240912-09:56:47 test_accuracy 732 model 0 nb_correct 724 / 797 (90.84%)
20240912-09:56:48 wrote ae_000.pth
20240912-09:56:49 wrote ae_001.pth
20240912-09:56:49 wrote ae_002.pth
20240912-09:56:50 wrote ae_003.pth
20240912-09:56:51 wrote ae_004.pth
20240912-09:56:51 wrote ae_005.pth
20240912-09:56:52 wrote ae_006.pth
20240912-09:56:53 wrote ae_007.pth
20240912-09:56:54 wrote ae_008.pth
20240912-09:56:54 wrote ae_009.pth
20240912-09:56:54 epoch_duration 2min48s next_finish 09:59:43
20240912-09:56:54 wrote state.pth
20240912-09:56:54 --- epoch 733 ----------------------------------------
20240912-09:56:54 current_test_accuracies 0.9084 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9290 0.9486
20240912-09:56:54 time_train=27088 time_c_quizzes=11046
20240912-09:56:54 nb_c_quizzes 3382
20240912-09:56:54 training model 0 (accuracy 0.9084064960479736)
20240912-09:56:54 training model 8 (accuracy 0.9290241003036499)
20240912-09:58:58 train_loss 733 model 8 0.01116984791147479
20240912-09:58:58 train_loss 733 model 0 0.011483362461580328
20240912-09:58:59 test_loss 733 model 8 0.008762546764936019
20240912-09:58:59 test_loss 733 model 0 0.00963620374918719
20240912-09:59:33 test_accuracy 733 model 8 nb_correct 752 / 808 (93.07%)
20240912-09:59:36 test_accuracy 733 model 0 nb_correct 734 / 792 (92.68%)
20240912-09:59:37 wrote ae_000.pth
20240912-09:59:38 wrote ae_001.pth
20240912-09:59:39 wrote ae_002.pth
20240912-09:59:39 wrote ae_003.pth
20240912-09:59:40 wrote ae_004.pth
20240912-09:59:41 wrote ae_005.pth
20240912-09:59:41 wrote ae_006.pth
20240912-09:59:42 wrote ae_007.pth
20240912-09:59:43 wrote ae_008.pth
20240912-09:59:43 wrote ae_009.pth
20240912-09:59:43 epoch_duration 2min49s next_finish 10:02:33
20240912-09:59:43 wrote state.pth
20240912-09:59:43 --- epoch 734 ----------------------------------------
20240912-09:59:43 current_test_accuracies 0.9268 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9307 0.9486
20240912-09:59:43 time_train=27250 time_c_quizzes=11046
20240912-09:59:43 nb_c_quizzes 3382
20240912-09:59:43 training model 0 (accuracy 0.9267676472663879)
20240912-09:59:43 training model 8 (accuracy 0.9306930899620056)
20240912-10:01:47 train_loss 734 model 8 0.011307530274034434
20240912-10:01:47 train_loss 734 model 0 0.01185821557311283
20240912-10:01:48 test_loss 734 model 8 0.007550377306392875
20240912-10:01:48 test_loss 734 model 0 0.007924410532632464
20240912-10:02:23 test_accuracy 734 model 8 nb_correct 745 / 806 (92.43%)
20240912-10:02:25 test_accuracy 734 model 0 nb_correct 743 / 801 (92.76%)
20240912-10:02:25 wrote ae_000.pth
20240912-10:02:26 wrote ae_001.pth
20240912-10:02:27 wrote ae_002.pth
20240912-10:02:27 wrote ae_003.pth
20240912-10:02:28 wrote ae_004.pth
20240912-10:02:29 wrote ae_005.pth
20240912-10:02:29 wrote ae_006.pth
20240912-10:02:30 wrote ae_007.pth
20240912-10:02:31 wrote ae_008.pth
20240912-10:02:31 wrote ae_009.pth
20240912-10:02:31 epoch_duration 2min48s next_finish 10:05:19
20240912-10:02:31 wrote state.pth
20240912-10:02:31 --- epoch 735 ----------------------------------------
20240912-10:02:31 current_test_accuracies 0.9276 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9243 0.9486
20240912-10:02:31 time_train=27411 time_c_quizzes=11046
20240912-10:02:31 nb_c_quizzes 3382
20240912-10:02:31 training model 8 (accuracy 0.9243175983428955)
20240912-10:02:31 training model 0 (accuracy 0.9275904893875122)
20240912-10:04:35 train_loss 735 model 8 0.01149927960612422
20240912-10:04:35 train_loss 735 model 0 0.012201727903426217
20240912-10:04:36 test_loss 735 model 8 0.008831926555615155
20240912-10:04:37 test_loss 735 model 0 0.011797058831587038
20240912-10:05:11 test_accuracy 735 model 8 nb_correct 763 / 815 (93.62%)
20240912-10:05:12 test_accuracy 735 model 0 nb_correct 724 / 782 (92.58%)
20240912-10:05:13 wrote ae_000.pth
20240912-10:05:13 wrote ae_001.pth
20240912-10:05:14 wrote ae_002.pth
20240912-10:05:15 wrote ae_003.pth
20240912-10:05:16 wrote ae_004.pth
20240912-10:05:16 wrote ae_005.pth
20240912-10:05:17 wrote ae_006.pth
20240912-10:05:18 wrote ae_007.pth
20240912-10:05:18 wrote ae_008.pth
20240912-10:05:19 wrote ae_009.pth
20240912-10:05:19 epoch_duration 2min47s next_finish 10:08:07
20240912-10:05:19 wrote state.pth
20240912-10:05:19 --- epoch 736 ----------------------------------------
20240912-10:05:19 current_test_accuracies 0.9258 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9362 0.9486
20240912-10:05:19 time_train=27571 time_c_quizzes=11046
20240912-10:05:19 nb_c_quizzes 3382
20240912-10:05:19 training model 0 (accuracy 0.9258311986923218)
20240912-10:05:19 training model 8 (accuracy 0.9361963272094727)
20240912-10:07:23 train_loss 736 model 8 0.011561037133245917
20240912-10:07:23 train_loss 736 model 0 0.011224321993457125
20240912-10:07:24 test_loss 736 model 8 0.008896507806610998
20240912-10:07:24 test_loss 736 model 0 0.008700599280064125
20240912-10:07:57 test_accuracy 736 model 8 nb_correct 752 / 799 (94.12%)
20240912-10:08:01 test_accuracy 736 model 0 nb_correct 737 / 785 (93.89%)
20240912-10:08:01 wrote ae_000.pth
20240912-10:08:02 wrote ae_001.pth
20240912-10:08:03 wrote ae_002.pth
20240912-10:08:03 wrote ae_003.pth
20240912-10:08:04 wrote ae_004.pth
20240912-10:08:05 wrote ae_005.pth
20240912-10:08:05 wrote ae_006.pth
20240912-10:08:06 wrote ae_007.pth
20240912-10:08:07 wrote ae_008.pth
20240912-10:08:08 wrote ae_009.pth
20240912-10:08:08 epoch_duration 2min48s next_finish 10:10:56
20240912-10:08:08 wrote state.pth
20240912-10:08:08 --- epoch 737 ----------------------------------------
20240912-10:08:08 current_test_accuracies 0.9389 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9412 0.9486
20240912-10:08:08 time_train=27732 time_c_quizzes=11046
20240912-10:08:08 nb_c_quizzes 3382
20240912-10:08:08 training model 0 (accuracy 0.9388535022735596)
20240912-10:08:08 training model 8 (accuracy 0.9411764740943909)
20240912-10:10:11 train_loss 737 model 8 0.011271846284415006
20240912-10:10:11 train_loss 737 model 0 0.012280832355181702
20240912-10:10:13 test_loss 737 model 8 0.007578231265520685
20240912-10:10:13 test_loss 737 model 0 0.00817269668298195
20240912-10:10:48 test_accuracy 737 model 8 nb_correct 749 / 799 (93.74%)
20240912-10:10:48 test_accuracy 737 model 0 nb_correct 715 / 777 (92.02%)
20240912-10:10:49 wrote ae_000.pth
20240912-10:10:50 wrote ae_001.pth
20240912-10:10:51 wrote ae_002.pth
20240912-10:10:51 wrote ae_003.pth
20240912-10:10:52 wrote ae_004.pth
20240912-10:10:53 wrote ae_005.pth
20240912-10:10:53 wrote ae_006.pth
20240912-10:10:54 wrote ae_007.pth
20240912-10:10:55 wrote ae_008.pth
20240912-10:10:55 wrote ae_009.pth
20240912-10:10:55 epoch_duration 2min47s next_finish 10:13:43
20240912-10:10:55 wrote state.pth
20240912-10:10:55 --- epoch 738 ----------------------------------------
20240912-10:10:55 current_test_accuracies 0.9202 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9374 0.9486
20240912-10:10:55 time_train=27892 time_c_quizzes=11046
20240912-10:10:55 nb_c_quizzes 3382
20240912-10:10:55 training model 0 (accuracy 0.9202058911323547)
20240912-10:10:55 training model 8 (accuracy 0.9374217987060547)
20240912-10:12:59 train_loss 738 model 8 0.011416455579937973
20240912-10:12:59 train_loss 738 model 0 0.011464115342489095
20240912-10:13:01 test_loss 738 model 8 0.008340531533160344
20240912-10:13:01 test_loss 738 model 0 0.0052334599086179875
20240912-10:13:35 test_accuracy 738 model 8 nb_correct 751 / 804 (93.41%)
20240912-10:13:37 test_accuracy 738 model 0 nb_correct 741 / 800 (92.62%)
20240912-10:13:38 wrote ae_000.pth
20240912-10:13:39 wrote ae_001.pth
20240912-10:13:39 wrote ae_002.pth
20240912-10:13:40 wrote ae_003.pth
20240912-10:13:41 wrote ae_004.pth
20240912-10:13:41 wrote ae_005.pth
20240912-10:13:42 wrote ae_006.pth
20240912-10:13:43 wrote ae_007.pth
20240912-10:13:44 wrote ae_008.pth
20240912-10:13:44 wrote ae_009.pth
20240912-10:13:44 epoch_duration 2min48s next_finish 10:16:33
20240912-10:13:44 wrote state.pth
20240912-10:13:44 --- epoch 739 ----------------------------------------
20240912-10:13:44 current_test_accuracies 0.9262 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9341 0.9486
20240912-10:13:44 time_train=28053 time_c_quizzes=11046
20240912-10:13:44 nb_c_quizzes 3382
20240912-10:13:44 training model 0 (accuracy 0.9262499809265137)
20240912-10:13:44 training model 8 (accuracy 0.9340795874595642)
20240912-10:15:47 train_loss 739 model 0 0.011293674111015208
20240912-10:15:48 train_loss 739 model 8 0.010932139598971845
20240912-10:15:49 test_loss 739 model 0 0.009757529487160355
20240912-10:15:49 test_loss 739 model 8 0.007711817664139175
20240912-10:16:22 test_accuracy 739 model 8 nb_correct 765 / 810 (94.44%)
20240912-10:16:24 test_accuracy 739 model 0 nb_correct 760 / 819 (92.80%)
20240912-10:16:24 wrote ae_000.pth
20240912-10:16:25 wrote ae_001.pth
20240912-10:16:26 wrote ae_002.pth
20240912-10:16:27 wrote ae_003.pth
20240912-10:16:27 wrote ae_004.pth
20240912-10:16:28 wrote ae_005.pth
20240912-10:16:29 wrote ae_006.pth
20240912-10:16:29 wrote ae_007.pth
20240912-10:16:30 wrote ae_008.pth
20240912-10:16:31 wrote ae_009.pth
20240912-10:16:31 epoch_duration 2min46s next_finish 10:19:17
20240912-10:16:31 wrote state.pth
20240912-10:16:31 --- epoch 740 ----------------------------------------
20240912-10:16:31 current_test_accuracies 0.9280 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9444 0.9486
20240912-10:16:31 time_train=28212 time_c_quizzes=11046
20240912-10:16:31 nb_c_quizzes 3382
20240912-10:16:31 training model 0 (accuracy 0.9279609322547913)
20240912-10:16:31 training model 8 (accuracy 0.9444444179534912)
20240912-10:18:35 train_loss 740 model 0 0.01200304833185146
20240912-10:18:35 train_loss 740 model 8 0.011874261239150655
20240912-10:18:36 test_loss 740 model 0 0.008749857499583413
20240912-10:18:36 test_loss 740 model 8 0.0103617856833921
20240912-10:19:10 test_accuracy 740 model 8 nb_correct 748 / 793 (94.33%)
20240912-10:19:12 test_accuracy 740 model 0 nb_correct 753 / 811 (92.85%)
20240912-10:19:13 wrote ae_000.pth
20240912-10:19:13 wrote ae_001.pth
20240912-10:19:14 wrote ae_002.pth
20240912-10:19:15 wrote ae_003.pth
20240912-10:19:15 wrote ae_004.pth
20240912-10:19:16 wrote ae_005.pth
20240912-10:19:17 wrote ae_006.pth
20240912-10:19:17 wrote ae_007.pth
20240912-10:19:18 wrote ae_008.pth
20240912-10:19:19 wrote ae_009.pth
20240912-10:19:19 epoch_duration 2min48s next_finish 10:22:07
20240912-10:19:19 wrote state.pth
20240912-10:19:19 --- epoch 741 ----------------------------------------
20240912-10:19:19 current_test_accuracies 0.9285 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9433 0.9486
20240912-10:19:19 time_train=28373 time_c_quizzes=11046
20240912-10:19:19 nb_c_quizzes 3382
20240912-10:19:19 training model 0 (accuracy 0.9284833669662476)
20240912-10:19:19 training model 8 (accuracy 0.9432534575462341)
20240912-10:21:22 train_loss 741 model 0 0.011405552458389139
20240912-10:21:22 train_loss 741 model 8 0.011183180082000036
20240912-10:21:24 test_loss 741 model 0 0.006344144064175339
20240912-10:21:24 test_loss 741 model 8 0.008360109793147785
20240912-10:22:00 test_accuracy 741 model 0 nb_correct 720 / 783 (91.95%)
20240912-10:22:01 test_accuracy 741 model 8 nb_correct 710 / 770 (92.21%)
20240912-10:22:02 wrote ae_000.pth
20240912-10:22:03 wrote ae_001.pth
20240912-10:22:03 wrote ae_002.pth
20240912-10:22:04 wrote ae_003.pth
20240912-10:22:05 wrote ae_004.pth
20240912-10:22:05 wrote ae_005.pth
20240912-10:22:06 wrote ae_006.pth
20240912-10:22:07 wrote ae_007.pth
20240912-10:22:07 wrote ae_008.pth
20240912-10:22:08 wrote ae_009.pth
20240912-10:22:08 epoch_duration 2min49s next_finish 10:24:57
20240912-10:22:08 wrote state.pth
20240912-10:22:08 --- epoch 742 ----------------------------------------
20240912-10:22:08 current_test_accuracies 0.9195 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9221 0.9486
20240912-10:22:08 time_train=28535 time_c_quizzes=11046
20240912-10:22:08 nb_c_quizzes 3382
20240912-10:22:08 training model 0 (accuracy 0.9195402264595032)
20240912-10:22:08 training model 8 (accuracy 0.9220778942108154)
20240912-10:24:11 train_loss 742 model 0 0.011469511715850785
20240912-10:24:11 train_loss 742 model 8 0.011283744916361685
20240912-10:24:13 test_loss 742 model 0 0.007826174653018825
20240912-10:24:13 test_loss 742 model 8 0.007288325928413997
20240912-10:24:46 test_accuracy 742 model 8 nb_correct 722 / 778 (92.80%)
20240912-10:24:48 test_accuracy 742 model 0 nb_correct 755 / 796 (94.85%)
20240912-10:24:49 wrote ae_000.pth
20240912-10:24:50 wrote ae_001.pth
20240912-10:24:50 wrote ae_002.pth
20240912-10:24:51 wrote ae_003.pth
20240912-10:24:52 wrote ae_004.pth
20240912-10:24:52 wrote ae_005.pth
20240912-10:24:53 wrote ae_006.pth
20240912-10:24:54 wrote ae_007.pth
20240912-10:24:54 wrote ae_008.pth
20240912-10:24:55 wrote ae_009.pth
20240912-10:24:55 epoch_duration 2min47s next_finish 10:27:42
20240912-10:24:55 wrote state.pth
20240912-10:24:55 --- epoch 743 ----------------------------------------
20240912-10:24:55 current_test_accuracies 0.9485 0.9485 0.9524 0.9464 0.9494 0.9479 0.9466 0.9509 0.9280 0.9486
20240912-10:24:55 time_train=28695 time_c_quizzes=11046
20240912-10:24:55 nb_c_quizzes 3382
20240912-10:24:55 training model 8 (accuracy 0.9280205368995667)
20240912-10:24:55 training model 3 (accuracy 0.9463840126991272)
20240912-10:26:59 train_loss 743 model 3 0.010759921096017934
20240912-10:26:59 train_loss 743 model 8 0.011482603230320819
20240912-10:27:00 test_loss 743 model 3 0.009410568656937813
20240912-10:27:00 test_loss 743 model 8 0.008089483657522578
20240912-10:27:34 test_accuracy 743 model 3 nb_correct 717 / 776 (92.40%)
20240912-10:27:35 test_accuracy 743 model 8 nb_correct 709 / 772 (91.84%)
20240912-10:27:35 wrote ae_000.pth
20240912-10:27:36 wrote ae_001.pth
20240912-10:27:37 wrote ae_002.pth
20240912-10:27:37 wrote ae_003.pth
20240912-10:27:38 wrote ae_004.pth
20240912-10:27:39 wrote ae_005.pth
20240912-10:27:39 wrote ae_006.pth
20240912-10:27:40 wrote ae_007.pth
20240912-10:27:41 wrote ae_008.pth
20240912-10:27:41 wrote ae_009.pth
20240912-10:27:41 epoch_duration 2min46s next_finish 10:30:28
20240912-10:27:41 wrote state.pth
20240912-10:27:41 --- epoch 744 ----------------------------------------
20240912-10:27:41 current_test_accuracies 0.9485 0.9485 0.9524 0.9240 0.9494 0.9479 0.9466 0.9509 0.9184 0.9486
20240912-10:27:41 time_train=28854 time_c_quizzes=11046
20240912-10:27:41 nb_c_quizzes 3382
20240912-10:27:41 training model 8 (accuracy 0.9183937907218933)
20240912-10:27:41 training model 3 (accuracy 0.9239690899848938)
20240912-10:29:45 train_loss 744 model 8 0.011176527021476432
20240912-10:29:45 train_loss 744 model 3 0.011528808492374082
20240912-10:29:46 test_loss 744 model 8 0.008273153168465797
20240912-10:29:46 test_loss 744 model 3 0.009811460228183933
20240912-10:30:20 test_accuracy 744 model 3 nb_correct 723 / 798 (90.60%)
20240912-10:30:26 test_accuracy 744 model 8 nb_correct 725 / 791 (91.66%)
20240912-10:30:27 wrote ae_000.pth
20240912-10:30:28 wrote ae_001.pth
20240912-10:30:29 wrote ae_002.pth
20240912-10:30:29 wrote ae_003.pth
20240912-10:30:30 wrote ae_004.pth
20240912-10:30:31 wrote ae_005.pth
20240912-10:30:31 wrote ae_006.pth
20240912-10:30:32 wrote ae_007.pth
20240912-10:30:33 wrote ae_008.pth
20240912-10:30:33 wrote ae_009.pth
20240912-10:30:33 epoch_duration 2min51s next_finish 10:33:25
20240912-10:30:33 wrote state.pth
20240912-10:30:33 --- epoch 745 ----------------------------------------
20240912-10:30:33 current_test_accuracies 0.9485 0.9485 0.9524 0.9060 0.9494 0.9479 0.9466 0.9509 0.9166 0.9486
20240912-10:30:33 time_train=29019 time_c_quizzes=11046
20240912-10:30:33 nb_c_quizzes 3382
20240912-10:30:33 training model 3 (accuracy 0.9060150384902954)
20240912-10:30:33 training model 8 (accuracy 0.9165613055229187)
20240912-10:32:37 train_loss 745 model 8 0.011254174191224592
20240912-10:32:37 train_loss 745 model 3 0.010822520662490205
20240912-10:32:39 test_loss 745 model 8 0.009057871165782671
20240912-10:32:39 test_loss 745 model 3 0.007616539829331259
20240912-10:33:14 test_accuracy 745 model 8 nb_correct 722 / 795 (90.82%)
20240912-10:33:14 test_accuracy 745 model 3 nb_correct 743 / 804 (92.41%)
20240912-10:33:15 wrote ae_000.pth
20240912-10:33:16 wrote ae_001.pth
20240912-10:33:16 wrote ae_002.pth
20240912-10:33:17 wrote ae_003.pth
20240912-10:33:18 wrote ae_004.pth
20240912-10:33:18 wrote ae_005.pth
20240912-10:33:19 wrote ae_006.pth
20240912-10:33:20 wrote ae_007.pth
20240912-10:33:20 wrote ae_008.pth
20240912-10:33:21 wrote ae_009.pth
20240912-10:33:21 epoch_duration 2min47s next_finish 10:36:09
20240912-10:33:21 wrote state.pth
20240912-10:33:21 --- epoch 746 ----------------------------------------
20240912-10:33:21 current_test_accuracies 0.9485 0.9485 0.9524 0.9241 0.9494 0.9479 0.9466 0.9509 0.9082 0.9486
20240912-10:33:21 time_train=29179 time_c_quizzes=11046
20240912-10:33:21 nb_c_quizzes 3382
20240912-10:33:21 training model 8 (accuracy 0.9081761240959167)
20240912-10:33:21 training model 3 (accuracy 0.9241293668746948)
20240912-10:35:25 train_loss 746 model 8 0.010912054748619993
20240912-10:35:25 train_loss 746 model 3 0.011259121236620559
20240912-10:35:26 test_loss 746 model 8 0.00918460108931356
20240912-10:35:26 test_loss 746 model 3 0.007292629781508709
20240912-10:35:59 test_accuracy 746 model 8 nb_correct 755 / 805 (93.79%)
20240912-10:36:01 test_accuracy 746 model 3 nb_correct 745 / 806 (92.43%)
20240912-10:36:02 wrote ae_000.pth
20240912-10:36:02 wrote ae_001.pth
20240912-10:36:03 wrote ae_002.pth
20240912-10:36:04 wrote ae_003.pth
20240912-10:36:04 wrote ae_004.pth
20240912-10:36:05 wrote ae_005.pth
20240912-10:36:06 wrote ae_006.pth
20240912-10:36:06 wrote ae_007.pth
20240912-10:36:07 wrote ae_008.pth
20240912-10:36:08 wrote ae_009.pth
20240912-10:36:08 epoch_duration 2min46s next_finish 10:38:55
20240912-10:36:08 wrote state.pth
20240912-10:36:08 --- epoch 747 ----------------------------------------
20240912-10:36:08 current_test_accuracies 0.9485 0.9485 0.9524 0.9243 0.9494 0.9479 0.9466 0.9509 0.9379 0.9486
20240912-10:36:08 time_train=29338 time_c_quizzes=11046
20240912-10:36:08 nb_c_quizzes 3382
20240912-10:36:08 training model 3 (accuracy 0.9243175983428955)
20240912-10:36:08 training model 8 (accuracy 0.9378882050514221)
20240912-10:38:11 train_loss 747 model 3 0.01140305378883386
20240912-10:38:11 train_loss 747 model 8 0.01136579839098158
20240912-10:38:13 test_loss 747 model 3 0.00791102221919573
20240912-10:38:13 test_loss 747 model 8 0.00929594913341134
20240912-10:38:47 test_accuracy 747 model 3 nb_correct 738 / 799 (92.37%)
20240912-10:38:47 test_accuracy 747 model 8 nb_correct 742 / 803 (92.40%)
20240912-10:38:48 wrote ae_000.pth
20240912-10:38:49 wrote ae_001.pth
20240912-10:38:49 wrote ae_002.pth
20240912-10:38:50 wrote ae_003.pth
20240912-10:38:51 wrote ae_004.pth
20240912-10:38:51 wrote ae_005.pth
20240912-10:38:52 wrote ae_006.pth
20240912-10:38:53 wrote ae_007.pth
20240912-10:38:54 wrote ae_008.pth
20240912-10:38:54 wrote ae_009.pth
20240912-10:38:54 epoch_duration 2min46s next_finish 10:41:41
20240912-10:38:54 wrote state.pth
20240912-10:38:54 --- epoch 748 ----------------------------------------
20240912-10:38:54 current_test_accuracies 0.9485 0.9485 0.9524 0.9237 0.9494 0.9479 0.9466 0.9509 0.9240 0.9486
20240912-10:38:54 time_train=29497 time_c_quizzes=11046
20240912-10:38:54 nb_c_quizzes 3382
20240912-10:38:54 training model 3 (accuracy 0.9236545562744141)
20240912-10:38:54 training model 8 (accuracy 0.9240348935127258)
20240912-10:40:58 train_loss 748 model 8 0.010574993798931245
20240912-10:40:58 train_loss 748 model 3 0.011027683813272232
20240912-10:40:59 test_loss 748 model 8 0.0076959329812382295
20240912-10:41:00 test_loss 748 model 3 0.006830563012005087
20240912-10:41:33 test_accuracy 748 model 3 nb_correct 741 / 807 (91.82%)
20240912-10:41:34 test_accuracy 748 model 8 nb_correct 737 / 807 (91.33%)
20240912-10:41:35 wrote ae_000.pth
20240912-10:41:35 wrote ae_001.pth
20240912-10:41:36 wrote ae_002.pth
20240912-10:41:37 wrote ae_003.pth
20240912-10:41:38 wrote ae_004.pth
20240912-10:41:38 wrote ae_005.pth
20240912-10:41:39 wrote ae_006.pth
20240912-10:41:40 wrote ae_007.pth
20240912-10:41:40 wrote ae_008.pth
20240912-10:41:41 wrote ae_009.pth
20240912-10:41:41 epoch_duration 2min46s next_finish 10:44:28
20240912-10:41:41 wrote state.pth
20240912-10:41:41 --- epoch 749 ----------------------------------------
20240912-10:41:41 current_test_accuracies 0.9485 0.9485 0.9524 0.9182 0.9494 0.9479 0.9466 0.9509 0.9133 0.9486
20240912-10:41:41 time_train=29656 time_c_quizzes=11046
20240912-10:41:41 nb_c_quizzes 3382
20240912-10:41:41 training model 8 (accuracy 0.913258969783783)
20240912-10:41:41 training model 3 (accuracy 0.9182156324386597)
20240912-10:43:45 train_loss 749 model 8 0.010879860331764576
20240912-10:43:45 train_loss 749 model 3 0.011187758525569734
20240912-10:43:46 test_loss 749 model 8 0.007827791136304541
20240912-10:43:46 test_loss 749 model 3 0.005727726276413136
20240912-10:44:23 test_accuracy 749 model 8 nb_correct 747 / 788 (94.80%)
20240912-10:44:24 test_accuracy 749 model 3 nb_correct 735 / 792 (92.80%)
20240912-10:44:24 wrote ae_000.pth
20240912-10:44:25 wrote ae_001.pth
20240912-10:44:26 wrote ae_002.pth
20240912-10:44:26 wrote ae_003.pth
20240912-10:44:27 wrote ae_004.pth
20240912-10:44:28 wrote ae_005.pth
20240912-10:44:28 wrote ae_006.pth
20240912-10:44:29 wrote ae_007.pth
20240912-10:44:30 wrote ae_008.pth
20240912-10:44:30 wrote ae_009.pth
20240912-10:44:30 epoch_duration 2min49s next_finish 10:47:20
20240912-10:44:30 wrote state.pth
20240912-10:44:30 --- epoch 750 ----------------------------------------
20240912-10:44:30 current_test_accuracies 0.9485 0.9485 0.9524 0.9280 0.9494 0.9479 0.9466 0.9509 0.9480 0.9486
20240912-10:44:30 time_train=29818 time_c_quizzes=11046
20240912-10:44:30 nb_c_quizzes 3382
20240912-10:44:30 training model 3 (accuracy 0.9280303120613098)
20240912-10:44:30 training model 6 (accuracy 0.9465838670730591)
20240912-10:46:34 train_loss 750 model 6 0.012106074458051808
20240912-10:46:34 train_loss 750 model 3 0.01126346564967571
20240912-10:46:36 test_loss 750 model 6 0.008395239700439561
20240912-10:46:36 test_loss 750 model 3 0.007655383381813863
20240912-10:47:08 test_accuracy 750 model 3 nb_correct 735 / 789 (93.16%)
20240912-10:47:18 test_accuracy 750 model 6 nb_correct 736 / 808 (91.09%)
20240912-10:47:19 wrote ae_000.pth
20240912-10:47:19 wrote ae_001.pth
20240912-10:47:20 wrote ae_002.pth
20240912-10:47:21 wrote ae_003.pth
20240912-10:47:22 wrote ae_004.pth
20240912-10:47:22 wrote ae_005.pth
20240912-10:47:23 wrote ae_006.pth
20240912-10:47:24 wrote ae_007.pth
20240912-10:47:24 wrote ae_008.pth
20240912-10:47:25 wrote ae_009.pth
20240912-10:47:25 epoch_duration 2min54s next_finish 10:50:20
20240912-10:47:25 wrote state.pth
20240912-10:47:25 --- epoch 751 ----------------------------------------
20240912-10:47:25 current_test_accuracies 0.9485 0.9485 0.9524 0.9316 0.9494 0.9479 0.9109 0.9509 0.9480 0.9486
20240912-10:47:25 time_train=29985 time_c_quizzes=11046
20240912-10:47:25 nb_c_quizzes 3382
20240912-10:47:25 training model 6 (accuracy 0.9108911156654358)
20240912-10:47:25 training model 3 (accuracy 0.9315589070320129)
20240912-10:49:29 train_loss 751 model 3 0.010781149858024947
20240912-10:49:29 train_loss 751 model 6 0.012512922890247864
20240912-10:49:31 test_loss 751 model 3 0.010370428689239476
20240912-10:49:31 test_loss 751 model 6 0.007183055425551288
20240912-10:50:07 test_accuracy 751 model 3 nb_correct 729 / 807 (90.33%)
20240912-10:50:10 test_accuracy 751 model 6 nb_correct 753 / 818 (92.05%)
20240912-10:50:11 wrote ae_000.pth
20240912-10:50:11 wrote ae_001.pth
20240912-10:50:12 wrote ae_002.pth
20240912-10:50:13 wrote ae_003.pth
20240912-10:50:13 wrote ae_004.pth
20240912-10:50:14 wrote ae_005.pth
20240912-10:50:15 wrote ae_006.pth
20240912-10:50:15 wrote ae_007.pth
20240912-10:50:16 wrote ae_008.pth
20240912-10:50:17 wrote ae_009.pth
20240912-10:50:17 epoch_duration 2min51s next_finish 10:53:09
20240912-10:50:17 wrote state.pth
20240912-10:50:17 --- epoch 752 ----------------------------------------
20240912-10:50:17 current_test_accuracies 0.9485 0.9485 0.9524 0.9033 0.9494 0.9479 0.9205 0.9509 0.9480 0.9486
20240912-10:50:17 time_train=30149 time_c_quizzes=11046
20240912-10:50:17 nb_c_quizzes 3382
20240912-10:50:17 training model 3 (accuracy 0.9033457040786743)
20240912-10:50:17 training model 6 (accuracy 0.9205378890037537)
20240912-10:52:20 train_loss 752 model 3 0.011771463640680395
20240912-10:52:21 train_loss 752 model 6 0.01167617747692566
20240912-10:52:22 test_loss 752 model 3 0.007533363513812219
20240912-10:52:22 test_loss 752 model 6 0.008326295189147005
20240912-10:52:57 test_accuracy 752 model 6 nb_correct 764 / 803 (95.14%)
20240912-10:52:58 test_accuracy 752 model 3 nb_correct 731 / 781 (93.60%)
20240912-10:52:59 wrote ae_000.pth
20240912-10:52:59 wrote ae_001.pth
20240912-10:53:00 wrote ae_002.pth
20240912-10:53:01 wrote ae_003.pth
20240912-10:53:01 wrote ae_004.pth
20240912-10:53:02 wrote ae_005.pth
20240912-10:53:03 wrote ae_006.pth
20240912-10:53:03 wrote ae_007.pth
20240912-10:53:04 wrote ae_008.pth
20240912-10:53:05 wrote ae_009.pth
20240912-10:53:05 epoch_duration 2min47s next_finish 10:55:53
20240912-10:53:05 wrote state.pth
20240912-10:53:05 --- epoch 753 ----------------------------------------
20240912-10:53:05 current_test_accuracies 0.9485 0.9485 0.9524 0.9360 0.9494 0.9479 0.9514 0.9509 0.9480 0.9486
20240912-10:53:05 time_train=30310 time_c_quizzes=11046
20240912-10:53:05 nb_c_quizzes 3382
20240912-10:53:05 training model 3 (accuracy 0.9359794855117798)
20240912-10:53:05 training model 5 (accuracy 0.9479034543037415)
20240912-10:55:08 train_loss 753 model 3 0.012074138510139163
20240912-10:55:08 train_loss 753 model 5 0.012148446841465557
20240912-10:55:10 test_loss 753 model 3 0.007229485720745288
20240912-10:55:10 test_loss 753 model 5 0.006927118128078291
20240912-10:55:48 test_accuracy 753 model 5 nb_correct 742 / 803 (92.40%)
20240912-10:55:50 test_accuracy 753 model 3 nb_correct 741 / 803 (92.28%)
20240912-10:55:50 wrote ae_000.pth
20240912-10:55:51 wrote ae_001.pth
20240912-10:55:52 wrote ae_002.pth
20240912-10:55:52 wrote ae_003.pth
20240912-10:55:53 wrote ae_004.pth
20240912-10:55:54 wrote ae_005.pth
20240912-10:55:55 wrote ae_006.pth
20240912-10:55:55 wrote ae_007.pth
20240912-10:55:56 wrote ae_008.pth
20240912-10:55:57 wrote ae_009.pth
20240912-10:55:57 epoch_duration 2min51s next_finish 10:58:48
20240912-10:55:57 wrote state.pth
20240912-10:55:57 --- epoch 754 ----------------------------------------
20240912-10:55:57 current_test_accuracies 0.9485 0.9485 0.9524 0.9228 0.9494 0.9240 0.9514 0.9509 0.9480 0.9486
20240912-10:55:57 time_train=30474 time_c_quizzes=11046
20240912-10:55:57 nb_c_quizzes 3382
20240912-10:55:57 training model 3 (accuracy 0.9227895140647888)
20240912-10:55:57 training model 5 (accuracy 0.9240348935127258)
20240912-10:58:00 train_loss 754 model 3 0.0110649380490795
20240912-10:58:00 train_loss 754 model 5 0.011414662290979323
20240912-10:58:02 test_loss 754 model 3 0.007228558479604885
20240912-10:58:02 test_loss 754 model 5 0.00762727892829389
20240912-10:58:37 test_accuracy 754 model 3 nb_correct 730 / 787 (92.76%)
20240912-10:58:37 test_accuracy 754 model 5 nb_correct 763 / 811 (94.08%)
20240912-10:58:38 wrote ae_000.pth
20240912-10:58:38 wrote ae_001.pth
20240912-10:58:39 wrote ae_002.pth
20240912-10:58:40 wrote ae_003.pth
20240912-10:58:40 wrote ae_004.pth
20240912-10:58:41 wrote ae_005.pth
20240912-10:58:42 wrote ae_006.pth
20240912-10:58:43 wrote ae_007.pth
20240912-10:58:43 wrote ae_008.pth
20240912-10:58:44 wrote ae_009.pth
20240912-10:58:44 epoch_duration 2min47s next_finish 11:01:31
20240912-10:58:44 wrote state.pth
20240912-10:58:44 --- epoch 755 ----------------------------------------
20240912-10:58:44 current_test_accuracies 0.9485 0.9485 0.9524 0.9276 0.9494 0.9408 0.9514 0.9509 0.9480 0.9486
20240912-10:58:44 time_train=30634 time_c_quizzes=11046
20240912-10:58:44 nb_c_quizzes 3382
20240912-10:58:44 training model 3 (accuracy 0.9275730848312378)
20240912-10:58:44 training model 5 (accuracy 0.9408138394355774)
20240912-11:00:47 train_loss 755 model 5 0.011118285374050175
20240912-11:00:47 train_loss 755 model 3 0.011323419033789833
20240912-11:00:49 test_loss 755 model 5 0.010838763570063747
20240912-11:00:49 test_loss 755 model 3 0.009699893674405758
20240912-11:01:24 test_accuracy 755 model 5 nb_correct 746 / 797 (93.60%)
20240912-11:01:27 test_accuracy 755 model 3 nb_correct 735 / 796 (92.34%)
20240912-11:01:27 wrote ae_000.pth
20240912-11:01:28 wrote ae_001.pth
20240912-11:01:29 wrote ae_002.pth
20240912-11:01:29 wrote ae_003.pth
20240912-11:01:30 wrote ae_004.pth
20240912-11:01:31 wrote ae_005.pth
20240912-11:01:32 wrote ae_006.pth
20240912-11:01:32 wrote ae_007.pth
20240912-11:01:33 wrote ae_008.pth
20240912-11:01:34 wrote ae_009.pth
20240912-11:01:34 epoch_duration 2min49s next_finish 11:04:23
20240912-11:01:34 wrote state.pth
20240912-11:01:34 --- epoch 756 ----------------------------------------
20240912-11:01:34 current_test_accuracies 0.9485 0.9485 0.9524 0.9234 0.9494 0.9360 0.9514 0.9509 0.9480 0.9486
20240912-11:01:34 time_train=30796 time_c_quizzes=11046
20240912-11:01:34 nb_c_quizzes 3382
20240912-11:01:34 training model 3 (accuracy 0.9233668446540833)
20240912-11:01:34 training model 5 (accuracy 0.9360100626945496)
20240912-11:03:37 train_loss 756 model 5 0.011542118689198105
20240912-11:03:37 train_loss 756 model 3 0.010747658555312227
20240912-11:03:39 test_loss 756 model 5 0.008699738686277669
20240912-11:03:39 test_loss 756 model 3 0.007733687204125772
20240912-11:04:13 test_accuracy 756 model 5 nb_correct 746 / 816 (91.42%)
20240912-11:04:14 test_accuracy 756 model 3 nb_correct 731 / 793 (92.18%)
20240912-11:04:15 wrote ae_000.pth
20240912-11:04:16 wrote ae_001.pth
20240912-11:04:16 wrote ae_002.pth
20240912-11:04:17 wrote ae_003.pth
20240912-11:04:18 wrote ae_004.pth
20240912-11:04:18 wrote ae_005.pth
20240912-11:04:19 wrote ae_006.pth
20240912-11:04:20 wrote ae_007.pth
20240912-11:04:20 wrote ae_008.pth
20240912-11:04:21 wrote ae_009.pth
20240912-11:04:21 epoch_duration 2min47s next_finish 11:07:08
20240912-11:04:21 wrote state.pth
20240912-11:04:21 --- epoch 757 ----------------------------------------
20240912-11:04:21 current_test_accuracies 0.9485 0.9485 0.9524 0.9218 0.9494 0.9142 0.9514 0.9509 0.9480 0.9486
20240912-11:04:21 time_train=30956 time_c_quizzes=11046
20240912-11:04:21 nb_c_quizzes 3382
20240912-11:04:21 training model 5 (accuracy 0.9142156839370728)
20240912-11:04:21 training model 3 (accuracy 0.9218158721923828)
20240912-11:06:24 train_loss 757 model 3 0.011513196386398705
20240912-11:06:24 train_loss 757 model 5 0.0121714354182659
20240912-11:06:26 test_loss 757 model 3 0.009317805076939578
20240912-11:06:26 test_loss 757 model 5 0.01260058030682103
20240912-11:06:58 test_accuracy 757 model 3 nb_correct 748 / 804 (93.03%)
20240912-11:06:59 test_accuracy 757 model 5 nb_correct 736 / 794 (92.70%)
20240912-11:07:00 wrote ae_000.pth
20240912-11:07:00 wrote ae_001.pth
20240912-11:07:01 wrote ae_002.pth
20240912-11:07:02 wrote ae_003.pth
20240912-11:07:02 wrote ae_004.pth
20240912-11:07:03 wrote ae_005.pth
20240912-11:07:04 wrote ae_006.pth
20240912-11:07:04 wrote ae_007.pth
20240912-11:07:05 wrote ae_008.pth
20240912-11:07:06 wrote ae_009.pth
20240912-11:07:06 epoch_duration 2min44s next_finish 11:09:50
20240912-11:07:06 wrote state.pth
20240912-11:07:06 --- epoch 758 ----------------------------------------
20240912-11:07:06 current_test_accuracies 0.9485 0.9485 0.9524 0.9303 0.9494 0.9270 0.9514 0.9509 0.9480 0.9486
20240912-11:07:06 time_train=31114 time_c_quizzes=11046
20240912-11:07:06 nb_c_quizzes 3382
20240912-11:07:06 training model 5 (accuracy 0.9269521236419678)
20240912-11:07:06 training model 3 (accuracy 0.93034827709198)
20240912-11:09:09 train_loss 758 model 5 0.012077990848480113
20240912-11:09:10 train_loss 758 model 3 0.011334687013252734
20240912-11:09:11 test_loss 758 model 5 0.006856747168853872
20240912-11:09:11 test_loss 758 model 3 0.0065766395584887505
20240912-11:09:45 test_accuracy 758 model 3 nb_correct 733 / 799 (91.74%)
20240912-11:09:47 test_accuracy 758 model 5 nb_correct 735 / 793 (92.69%)
20240912-11:09:48 wrote ae_000.pth
20240912-11:09:48 wrote ae_001.pth
20240912-11:09:49 wrote ae_002.pth
20240912-11:09:50 wrote ae_003.pth
20240912-11:09:50 wrote ae_004.pth
20240912-11:09:51 wrote ae_005.pth
20240912-11:09:51 wrote ae_006.pth
20240912-11:09:52 wrote ae_007.pth
20240912-11:09:53 wrote ae_008.pth
20240912-11:09:53 wrote ae_009.pth
20240912-11:09:53 epoch_duration 2min47s next_finish 11:12:41
20240912-11:09:53 wrote state.pth
20240912-11:09:53 --- epoch 759 ----------------------------------------
20240912-11:09:53 current_test_accuracies 0.9485 0.9485 0.9524 0.9174 0.9494 0.9269 0.9514 0.9509 0.9480 0.9486
20240912-11:09:53 time_train=31275 time_c_quizzes=11046
20240912-11:09:53 nb_c_quizzes 3382
20240912-11:09:53 training model 3 (accuracy 0.9173967242240906)
20240912-11:09:53 training model 5 (accuracy 0.9268600344657898)
20240912-11:11:57 train_loss 759 model 3 0.010794787892544264
20240912-11:11:57 train_loss 759 model 5 0.011674215945467949
20240912-11:11:59 test_loss 759 model 3 0.00697050707953224
20240912-11:11:59 test_loss 759 model 5 0.007876464965647756
20240912-11:12:35 test_accuracy 759 model 5 nb_correct 728 / 807 (90.21%)
20240912-11:12:37 test_accuracy 759 model 3 nb_correct 735 / 777 (94.59%)
20240912-11:12:38 wrote ae_000.pth
20240912-11:12:39 wrote ae_001.pth
20240912-11:12:39 wrote ae_002.pth
20240912-11:12:40 wrote ae_003.pth
20240912-11:12:41 wrote ae_004.pth
20240912-11:12:41 wrote ae_005.pth
20240912-11:12:42 wrote ae_006.pth
20240912-11:12:43 wrote ae_007.pth
20240912-11:12:43 wrote ae_008.pth
20240912-11:12:44 wrote ae_009.pth
20240912-11:12:44 epoch_duration 2min50s next_finish 11:15:35
20240912-11:12:44 wrote state.pth
20240912-11:12:44 --- epoch 760 ----------------------------------------
20240912-11:12:44 current_test_accuracies 0.9485 0.9485 0.9524 0.9459 0.9494 0.9021 0.9514 0.9509 0.9480 0.9486
20240912-11:12:44 time_train=31438 time_c_quizzes=11046
20240912-11:12:44 nb_c_quizzes 3382
20240912-11:12:44 training model 5 (accuracy 0.9021065831184387)
20240912-11:12:44 training model 3 (accuracy 0.9459459185600281)
20240912-11:14:48 train_loss 760 model 3 0.011300822463208533
20240912-11:14:48 train_loss 760 model 5 0.011439653693845685
20240912-11:14:49 test_loss 760 model 3 0.00891109295988315
20240912-11:14:49 test_loss 760 model 5 0.008803279241180916
20240912-11:15:23 test_accuracy 760 model 3 nb_correct 764 / 823 (92.83%)
20240912-11:15:30 test_accuracy 760 model 5 nb_correct 731 / 786 (93.00%)
20240912-11:15:30 wrote ae_000.pth
20240912-11:15:31 wrote ae_001.pth
20240912-11:15:32 wrote ae_002.pth
20240912-11:15:32 wrote ae_003.pth
20240912-11:15:33 wrote ae_004.pth
20240912-11:15:34 wrote ae_005.pth
20240912-11:15:35 wrote ae_006.pth
20240912-11:15:35 wrote ae_007.pth
20240912-11:15:36 wrote ae_008.pth
20240912-11:15:37 wrote ae_009.pth
20240912-11:15:37 epoch_duration 2min52s next_finish 11:18:29
20240912-11:15:37 wrote state.pth
20240912-11:15:37 --- epoch 761 ----------------------------------------
20240912-11:15:37 current_test_accuracies 0.9485 0.9485 0.9524 0.9283 0.9494 0.9300 0.9514 0.9509 0.9480 0.9486
20240912-11:15:37 time_train=31603 time_c_quizzes=11046
20240912-11:15:37 nb_c_quizzes 3382
20240912-11:15:37 training model 3 (accuracy 0.9283110499382019)
20240912-11:15:37 training model 5 (accuracy 0.9300254583358765)
20240912-11:17:40 train_loss 761 model 3 0.011172861461692263
20240912-11:17:40 train_loss 761 model 5 0.01191841410582856
20240912-11:17:42 test_loss 761 model 3 0.00911858151805518
20240912-11:17:42 test_loss 761 model 5 0.009955824179724005
20240912-11:18:19 test_accuracy 761 model 3 nb_correct 713 / 776 (91.88%)
20240912-11:18:19 test_accuracy 761 model 5 nb_correct 747 / 811 (92.11%)
20240912-11:18:20 wrote ae_000.pth
20240912-11:18:20 wrote ae_001.pth
20240912-11:18:21 wrote ae_002.pth
20240912-11:18:22 wrote ae_003.pth
20240912-11:18:22 wrote ae_004.pth
20240912-11:18:23 wrote ae_005.pth
20240912-11:18:24 wrote ae_006.pth
20240912-11:18:25 wrote ae_007.pth
20240912-11:18:25 wrote ae_008.pth
20240912-11:18:26 wrote ae_009.pth
20240912-11:18:26 epoch_duration 2min49s next_finish 11:21:15
20240912-11:18:26 wrote state.pth
20240912-11:18:26 --- epoch 762 ----------------------------------------
20240912-11:18:26 current_test_accuracies 0.9485 0.9485 0.9524 0.9188 0.9494 0.9211 0.9514 0.9509 0.9480 0.9486
20240912-11:18:26 time_train=31765 time_c_quizzes=11046
20240912-11:18:26 nb_c_quizzes 3382
20240912-11:18:26 training model 3 (accuracy 0.9188144207000732)
20240912-11:18:26 training model 5 (accuracy 0.9210850596427917)
20240912-11:20:29 train_loss 762 model 3 0.01110642927001345
20240912-11:20:29 train_loss 762 model 5 0.011248661870580691
20240912-11:20:31 test_loss 762 model 3 0.00887347383279007
20240912-11:20:31 test_loss 762 model 5 0.0072678367338994574
20240912-11:21:08 test_accuracy 762 model 5 nb_correct 743 / 801 (92.76%)
20240912-11:21:09 test_accuracy 762 model 3 nb_correct 721 / 797 (90.46%)
20240912-11:21:10 wrote ae_000.pth
20240912-11:21:11 wrote ae_001.pth
20240912-11:21:11 wrote ae_002.pth
20240912-11:21:12 wrote ae_003.pth
20240912-11:21:13 wrote ae_004.pth
20240912-11:21:13 wrote ae_005.pth
20240912-11:21:14 wrote ae_006.pth
20240912-11:21:15 wrote ae_007.pth
20240912-11:21:15 wrote ae_008.pth
20240912-11:21:16 wrote ae_009.pth
20240912-11:21:16 epoch_duration 2min50s next_finish 11:24:06
20240912-11:21:16 wrote state.pth
20240912-11:21:16 --- epoch 763 ----------------------------------------
20240912-11:21:16 current_test_accuracies 0.9485 0.9485 0.9524 0.9046 0.9494 0.9276 0.9514 0.9509 0.9480 0.9486
20240912-11:21:16 time_train=31928 time_c_quizzes=11046
20240912-11:21:16 nb_c_quizzes 3382
20240912-11:21:16 training model 3 (accuracy 0.9046424031257629)
20240912-11:21:16 training model 5 (accuracy 0.9275904893875122)
20240912-11:23:20 train_loss 763 model 5 0.012092472472753798
20240912-11:23:20 train_loss 763 model 3 0.01146856586071408
20240912-11:23:21 test_loss 763 model 5 0.007580769022909805
20240912-11:23:21 test_loss 763 model 3 0.008008423755515536
20240912-11:23:55 test_accuracy 763 model 3 nb_correct 761 / 801 (95.01%)
20240912-11:23:56 test_accuracy 763 model 5 nb_correct 730 / 782 (93.35%)
20240912-11:23:57 wrote ae_000.pth
20240912-11:23:58 wrote ae_001.pth
20240912-11:23:59 wrote ae_002.pth
20240912-11:23:59 wrote ae_003.pth
20240912-11:24:00 wrote ae_004.pth
20240912-11:24:01 wrote ae_005.pth
20240912-11:24:01 wrote ae_006.pth
20240912-11:24:02 wrote ae_007.pth
20240912-11:24:03 wrote ae_008.pth
20240912-11:24:03 wrote ae_009.pth
20240912-11:24:03 epoch_duration 2min47s next_finish 11:26:50
20240912-11:24:03 wrote state.pth
20240912-11:24:03 --- epoch 764 ----------------------------------------
20240912-11:24:03 current_test_accuracies 0.9485 0.9485 0.9524 0.9501 0.9494 0.9335 0.9514 0.9509 0.9480 0.9486
20240912-11:24:03 time_train=32088 time_c_quizzes=11046
20240912-11:24:03 nb_c_quizzes 3382
20240912-11:24:03 training model 5 (accuracy 0.9335038065910339)
20240912-11:24:03 training model 8 (accuracy 0.9479695558547974)
20240912-11:26:07 train_loss 764 model 5 0.011596860445957645
20240912-11:26:08 train_loss 764 model 8 0.011367752161772842
20240912-11:26:09 test_loss 764 model 5 0.007782320484125194
20240912-11:26:09 test_loss 764 model 8 0.007439109766784924
20240912-11:26:45 test_accuracy 764 model 8 nb_correct 739 / 794 (93.07%)
20240912-11:26:45 test_accuracy 764 model 5 nb_correct 723 / 784 (92.22%)
20240912-11:26:46 wrote ae_000.pth
20240912-11:26:47 wrote ae_001.pth
20240912-11:26:48 wrote ae_002.pth
20240912-11:26:48 wrote ae_003.pth
20240912-11:26:49 wrote ae_004.pth
20240912-11:26:50 wrote ae_005.pth
20240912-11:26:50 wrote ae_006.pth
20240912-11:26:51 wrote ae_007.pth
20240912-11:26:52 wrote ae_008.pth
20240912-11:26:52 wrote ae_009.pth
20240912-11:26:52 epoch_duration 2min48s next_finish 11:29:41
20240912-11:26:52 wrote state.pth
20240912-11:26:52 --- epoch 765 ----------------------------------------
20240912-11:26:52 current_test_accuracies 0.9485 0.9485 0.9524 0.9501 0.9494 0.9222 0.9514 0.9509 0.9307 0.9486
20240912-11:26:52 time_train=32250 time_c_quizzes=11046
20240912-11:26:52 nb_c_quizzes 3382
20240912-11:26:52 training model 5 (accuracy 0.9221938848495483)
20240912-11:26:52 training model 8 (accuracy 0.9307304620742798)
20240912-11:28:56 train_loss 765 model 5 0.011931755056135444
20240912-11:28:56 train_loss 765 model 8 0.011167652723734135
20240912-11:28:57 test_loss 765 model 5 0.012425830665949888
20240912-11:28:57 test_loss 765 model 8 0.006832811062849942
20240912-11:29:30 test_accuracy 765 model 8 nb_correct 742 / 808 (91.83%)
20240912-11:29:31 test_accuracy 765 model 5 nb_correct 758 / 826 (91.77%)
20240912-11:29:31 wrote ae_000.pth
20240912-11:29:32 wrote ae_001.pth
20240912-11:29:33 wrote ae_002.pth
20240912-11:29:33 wrote ae_003.pth
20240912-11:29:34 wrote ae_004.pth
20240912-11:29:35 wrote ae_005.pth
20240912-11:29:35 wrote ae_006.pth
20240912-11:29:36 wrote ae_007.pth
20240912-11:29:37 wrote ae_008.pth
20240912-11:29:38 wrote ae_009.pth
20240912-11:29:38 epoch_duration 2min45s next_finish 11:32:23
20240912-11:29:38 wrote state.pth
20240912-11:29:38 --- epoch 766 ----------------------------------------
20240912-11:29:38 current_test_accuracies 0.9485 0.9485 0.9524 0.9501 0.9494 0.9177 0.9514 0.9509 0.9183 0.9486
20240912-11:29:38 time_train=32408 time_c_quizzes=11046
20240912-11:29:38 nb_c_quizzes 3382
20240912-11:29:38 training model 5 (accuracy 0.9176755547523499)
20240912-11:29:38 training model 8 (accuracy 0.9183168411254883)
20240912-11:31:41 train_loss 766 model 8 0.011450149681483253
20240912-11:31:41 train_loss 766 model 5 0.011559180012154684
20240912-11:31:43 test_loss 766 model 8 0.008549974674542682
20240912-11:31:43 test_loss 766 model 5 0.006534799692525439
20240912-11:32:16 test_accuracy 766 model 8 nb_correct 753 / 805 (93.54%)
20240912-11:32:19 test_accuracy 766 model 5 nb_correct 738 / 801 (92.13%)
20240912-11:32:20 wrote ae_000.pth
20240912-11:32:21 wrote ae_001.pth
20240912-11:32:21 wrote ae_002.pth
20240912-11:32:22 wrote ae_003.pth
20240912-11:32:23 wrote ae_004.pth
20240912-11:32:23 wrote ae_005.pth
20240912-11:32:24 wrote ae_006.pth
20240912-11:32:25 wrote ae_007.pth
20240912-11:32:25 wrote ae_008.pth
20240912-11:32:26 wrote ae_009.pth
20240912-11:32:26 epoch_duration 2min48s next_finish 11:35:15
20240912-11:32:26 wrote state.pth
20240912-11:32:26 --- epoch 767 ----------------------------------------
20240912-11:32:26 current_test_accuracies 0.9485 0.9485 0.9524 0.9501 0.9494 0.9213 0.9514 0.9509 0.9354 0.9486
20240912-11:32:26 time_train=32569 time_c_quizzes=11046
20240912-11:32:26 nb_c_quizzes 3382
20240912-11:32:26 training model 5 (accuracy 0.9213483333587646)
20240912-11:32:26 training model 8 (accuracy 0.9354037046432495)
20240912-11:34:30 train_loss 767 model 8 0.01034615422943898
20240912-11:34:30 train_loss 767 model 5 0.011420417871133395
20240912-11:34:31 test_loss 767 model 8 0.008189341249476456
20240912-11:34:31 test_loss 767 model 5 0.005811378948507695
20240912-11:35:04 test_accuracy 767 model 8 nb_correct 768 / 817 (94.00%)
20240912-11:35:06 test_accuracy 767 model 5 nb_correct 792 / 820 (96.59%)
20240912-11:35:07 wrote ae_000.pth
20240912-11:35:08 wrote ae_001.pth
20240912-11:35:09 wrote ae_002.pth
20240912-11:35:09 wrote ae_003.pth
20240912-11:35:10 wrote ae_004.pth
20240912-11:35:11 wrote ae_005.pth
20240912-11:35:11 wrote ae_006.pth
20240912-11:35:12 wrote ae_007.pth
20240912-11:35:13 wrote ae_008.pth
20240912-11:35:13 wrote ae_009.pth
20240912-11:35:13 epoch_duration 2min47s next_finish 11:38:01
20240912-11:35:13 wrote state.pth
20240912-11:35:13 --- epoch 768 ----------------------------------------
20240912-11:35:13 current_test_accuracies 0.9485 0.9485 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9400 0.9486
20240912-11:35:13 time_train=32729 time_c_quizzes=11046
20240912-11:35:13 nb_c_quizzes 3382
20240912-11:35:13 training model 8 (accuracy 0.9400244951248169)
20240912-11:35:13 training model 0 (accuracy 0.9484924674034119)
20240912-11:37:17 train_loss 768 model 0 0.010850025760963946
20240912-11:37:17 train_loss 768 model 8 0.011070459035545354
20240912-11:37:19 test_loss 768 model 0 0.009482889426817565
20240912-11:37:19 test_loss 768 model 8 0.007928642502702133
20240912-11:37:53 test_accuracy 768 model 0 nb_correct 739 / 784 (94.26%)
20240912-11:37:54 test_accuracy 768 model 8 nb_correct 745 / 802 (92.89%)
20240912-11:37:55 wrote ae_000.pth
20240912-11:37:56 wrote ae_001.pth
20240912-11:37:57 wrote ae_002.pth
20240912-11:37:57 wrote ae_003.pth
20240912-11:37:58 wrote ae_004.pth
20240912-11:37:59 wrote ae_005.pth
20240912-11:37:59 wrote ae_006.pth
20240912-11:38:00 wrote ae_007.pth
20240912-11:38:01 wrote ae_008.pth
20240912-11:38:01 wrote ae_009.pth
20240912-11:38:01 epoch_duration 2min48s next_finish 11:40:49
20240912-11:38:01 wrote state.pth
20240912-11:38:01 --- epoch 769 ----------------------------------------
20240912-11:38:01 current_test_accuracies 0.9426 0.9485 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9289 0.9486
20240912-11:38:01 time_train=32890 time_c_quizzes=11046
20240912-11:38:01 nb_c_quizzes 3382
20240912-11:38:01 training model 8 (accuracy 0.9289276599884033)
20240912-11:38:01 training model 0 (accuracy 0.9426020383834839)
20240912-11:40:05 train_loss 769 model 8 0.01085934730200097
20240912-11:40:05 train_loss 769 model 0 0.01224356404237551
20240912-11:40:06 test_loss 769 model 8 0.007295843880521602
20240912-11:40:07 test_loss 769 model 0 0.007092853434352264
20240912-11:40:40 test_accuracy 769 model 8 nb_correct 748 / 804 (93.03%)
20240912-11:40:41 test_accuracy 769 model 0 nb_correct 739 / 803 (92.03%)
20240912-11:40:42 wrote ae_000.pth
20240912-11:40:42 wrote ae_001.pth
20240912-11:40:43 wrote ae_002.pth
20240912-11:40:44 wrote ae_003.pth
20240912-11:40:45 wrote ae_004.pth
20240912-11:40:45 wrote ae_005.pth
20240912-11:40:46 wrote ae_006.pth
20240912-11:40:47 wrote ae_007.pth
20240912-11:40:47 wrote ae_008.pth
20240912-11:40:48 wrote ae_009.pth
20240912-11:40:48 epoch_duration 2min46s next_finish 11:43:35
20240912-11:40:48 wrote state.pth
20240912-11:40:48 --- epoch 770 ----------------------------------------
20240912-11:40:48 current_test_accuracies 0.9203 0.9485 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9303 0.9486
20240912-11:40:48 time_train=33049 time_c_quizzes=11046
20240912-11:40:48 nb_c_quizzes 3382
20240912-11:40:48 training model 0 (accuracy 0.9202988743782043)
20240912-11:40:48 training model 8 (accuracy 0.93034827709198)
20240912-11:42:51 train_loss 770 model 0 0.011468614021776374
20240912-11:42:52 train_loss 770 model 8 0.011425827312759793
20240912-11:42:53 test_loss 770 model 0 0.010629823655858673
20240912-11:42:53 test_loss 770 model 8 0.008016734142048065
20240912-11:43:27 test_accuracy 770 model 8 nb_correct 754 / 795 (94.84%)
20240912-11:43:29 test_accuracy 770 model 0 nb_correct 723 / 797 (90.72%)
20240912-11:43:30 wrote ae_000.pth
20240912-11:43:31 wrote ae_001.pth
20240912-11:43:32 wrote ae_002.pth
20240912-11:43:32 wrote ae_003.pth
20240912-11:43:33 wrote ae_004.pth
20240912-11:43:34 wrote ae_005.pth
20240912-11:43:34 wrote ae_006.pth
20240912-11:43:35 wrote ae_007.pth
20240912-11:43:36 wrote ae_008.pth
20240912-11:43:36 wrote ae_009.pth
20240912-11:43:36 epoch_duration 2min48s next_finish 11:46:25
20240912-11:43:36 wrote state.pth
20240912-11:43:36 --- epoch 771 ----------------------------------------
20240912-11:43:36 current_test_accuracies 0.9072 0.9485 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9484 0.9486
20240912-11:43:36 time_train=33210 time_c_quizzes=11046
20240912-11:43:36 nb_c_quizzes 3382
20240912-11:43:36 training model 0 (accuracy 0.9071518182754517)
20240912-11:43:36 training model 8 (accuracy 0.948427677154541)
20240912-11:45:40 train_loss 771 model 0 0.010771743221437646
20240912-11:45:40 train_loss 771 model 8 0.010565692635587766
20240912-11:45:41 test_loss 771 model 0 0.010970862630077249
20240912-11:45:41 test_loss 771 model 8 0.010167616742478458
20240912-11:46:16 test_accuracy 771 model 0 nb_correct 759 / 794 (95.59%)
20240912-11:46:17 test_accuracy 771 model 8 nb_correct 730 / 765 (95.42%)
20240912-11:46:17 wrote ae_000.pth
20240912-11:46:18 wrote ae_001.pth
20240912-11:46:19 wrote ae_002.pth
20240912-11:46:19 wrote ae_003.pth
20240912-11:46:20 wrote ae_004.pth
20240912-11:46:21 wrote ae_005.pth
20240912-11:46:22 wrote ae_006.pth
20240912-11:46:22 wrote ae_007.pth
20240912-11:46:23 wrote ae_008.pth
20240912-11:46:24 wrote ae_009.pth
20240912-11:46:24 epoch_duration 2min47s next_finish 11:49:11
20240912-11:46:24 wrote state.pth
20240912-11:46:24 --- epoch 772 ----------------------------------------
20240912-11:46:24 current_test_accuracies 0.9559 0.9485 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9486
20240912-11:46:24 time_train=33370 time_c_quizzes=11046
20240912-11:46:24 nb_c_quizzes 3382
20240912-11:46:24 training model 1 (accuracy 0.9485294222831726)
20240912-11:46:24 training model 9 (accuracy 0.9485570788383484)
20240912-11:48:27 train_loss 772 model 9 0.012922326619849628
20240912-11:48:27 train_loss 772 model 1 0.012177304186625406
20240912-11:48:29 test_loss 772 model 9 0.012309035476721419
20240912-11:48:29 test_loss 772 model 1 0.01053291636379754
20240912-11:49:03 test_accuracy 772 model 1 nb_correct 750 / 801 (93.63%)
20240912-11:49:08 test_accuracy 772 model 9 nb_correct 749 / 807 (92.81%)
20240912-11:49:08 wrote ae_000.pth
20240912-11:49:09 wrote ae_001.pth
20240912-11:49:10 wrote ae_002.pth
20240912-11:49:10 wrote ae_003.pth
20240912-11:49:11 wrote ae_004.pth
20240912-11:49:12 wrote ae_005.pth
20240912-11:49:12 wrote ae_006.pth
20240912-11:49:13 wrote ae_007.pth
20240912-11:49:14 wrote ae_008.pth
20240912-11:49:14 wrote ae_009.pth
20240912-11:49:14 epoch_duration 2min50s next_finish 11:52:05
20240912-11:49:14 wrote state.pth
20240912-11:49:14 --- epoch 773 ----------------------------------------
20240912-11:49:14 current_test_accuracies 0.9559 0.9363 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9281
20240912-11:49:14 time_train=33533 time_c_quizzes=11046
20240912-11:49:14 nb_c_quizzes 3382
20240912-11:49:14 training model 9 (accuracy 0.9281288981437683)
20240912-11:49:14 training model 1 (accuracy 0.9363296031951904)
20240912-11:51:18 train_loss 773 model 9 0.011887920825243783
20240912-11:51:18 train_loss 773 model 1 0.011352353678075815
20240912-11:51:19 test_loss 773 model 9 0.007755491721854924
20240912-11:51:20 test_loss 773 model 1 0.008420426731967722
20240912-11:51:53 test_accuracy 773 model 1 nb_correct 745 / 797 (93.48%)
20240912-11:51:57 test_accuracy 773 model 9 nb_correct 748 / 795 (94.09%)
20240912-11:51:58 wrote ae_000.pth
20240912-11:51:59 wrote ae_001.pth
20240912-11:51:59 wrote ae_002.pth
20240912-11:52:00 wrote ae_003.pth
20240912-11:52:01 wrote ae_004.pth
20240912-11:52:01 wrote ae_005.pth
20240912-11:52:02 wrote ae_006.pth
20240912-11:52:03 wrote ae_007.pth
20240912-11:52:03 wrote ae_008.pth
20240912-11:52:04 wrote ae_009.pth
20240912-11:52:04 epoch_duration 2min49s next_finish 11:54:54
20240912-11:52:04 wrote state.pth
20240912-11:52:04 --- epoch 774 ----------------------------------------
20240912-11:52:04 current_test_accuracies 0.9559 0.9348 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9409
20240912-11:52:04 time_train=33695 time_c_quizzes=11046
20240912-11:52:04 nb_c_quizzes 3382
20240912-11:52:04 training model 1 (accuracy 0.9347553253173828)
20240912-11:52:04 training model 9 (accuracy 0.9408804774284363)
20240912-11:54:08 train_loss 774 model 1 0.012044911987874002
20240912-11:54:08 train_loss 774 model 9 0.011941867233359518
20240912-11:54:09 test_loss 774 model 1 0.006132388532239475
20240912-11:54:09 test_loss 774 model 9 0.011404707229610267
20240912-11:54:43 test_accuracy 774 model 9 nb_correct 743 / 789 (94.17%)
20240912-11:54:47 test_accuracy 774 model 1 nb_correct 762 / 821 (92.81%)
20240912-11:54:47 wrote ae_000.pth
20240912-11:54:48 wrote ae_001.pth
20240912-11:54:49 wrote ae_002.pth
20240912-11:54:49 wrote ae_003.pth
20240912-11:54:50 wrote ae_004.pth
20240912-11:54:51 wrote ae_005.pth
20240912-11:54:51 wrote ae_006.pth
20240912-11:54:52 wrote ae_007.pth
20240912-11:54:53 wrote ae_008.pth
20240912-11:54:53 wrote ae_009.pth
20240912-11:54:53 epoch_duration 2min49s next_finish 11:57:43
20240912-11:54:53 wrote state.pth
20240912-11:54:53 --- epoch 775 ----------------------------------------
20240912-11:54:53 current_test_accuracies 0.9559 0.9281 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9417
20240912-11:54:53 time_train=33857 time_c_quizzes=11046
20240912-11:54:53 nb_c_quizzes 3382
20240912-11:54:53 training model 1 (accuracy 0.92813640832901)
20240912-11:54:53 training model 9 (accuracy 0.9416983723640442)
20240912-11:56:57 train_loss 775 model 9 0.011803962260213666
20240912-11:56:57 train_loss 775 model 1 0.012107006555452245
20240912-11:56:58 test_loss 775 model 9 0.007861537464020785
20240912-11:56:58 test_loss 775 model 1 0.006879272888460264
20240912-11:57:35 test_accuracy 775 model 1 nb_correct 728 / 790 (92.15%)
20240912-11:57:35 test_accuracy 775 model 9 nb_correct 743 / 810 (91.73%)
20240912-11:57:36 wrote ae_000.pth
20240912-11:57:36 wrote ae_001.pth
20240912-11:57:37 wrote ae_002.pth
20240912-11:57:38 wrote ae_003.pth
20240912-11:57:39 wrote ae_004.pth
20240912-11:57:39 wrote ae_005.pth
20240912-11:57:40 wrote ae_006.pth
20240912-11:57:41 wrote ae_007.pth
20240912-11:57:41 wrote ae_008.pth
20240912-11:57:42 wrote ae_009.pth
20240912-11:57:42 epoch_duration 2min48s next_finish 12:00:31
20240912-11:57:42 wrote state.pth
20240912-11:57:42 --- epoch 776 ----------------------------------------
20240912-11:57:42 current_test_accuracies 0.9559 0.9215 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9173
20240912-11:57:42 time_train=34018 time_c_quizzes=11046
20240912-11:57:42 nb_c_quizzes 3382
20240912-11:57:42 training model 9 (accuracy 0.9172839522361755)
20240912-11:57:42 training model 1 (accuracy 0.9215189814567566)
20240912-11:59:46 train_loss 776 model 9 0.011310940832850974
20240912-11:59:46 train_loss 776 model 1 0.010908290598810709
20240912-11:59:47 test_loss 776 model 9 0.013018873281043852
20240912-11:59:47 test_loss 776 model 1 0.00851333160194372
20240912-12:00:20 test_accuracy 776 model 1 nb_correct 742 / 810 (91.60%)
20240912-12:00:26 test_accuracy 776 model 9 nb_correct 742 / 783 (94.76%)
20240912-12:00:27 wrote ae_000.pth
20240912-12:00:28 wrote ae_001.pth
20240912-12:00:28 wrote ae_002.pth
20240912-12:00:29 wrote ae_003.pth
20240912-12:00:30 wrote ae_004.pth
20240912-12:00:30 wrote ae_005.pth
20240912-12:00:31 wrote ae_006.pth
20240912-12:00:32 wrote ae_007.pth
20240912-12:00:33 wrote ae_008.pth
20240912-12:00:33 wrote ae_009.pth
20240912-12:00:33 epoch_duration 2min51s next_finish 12:03:24
20240912-12:00:33 wrote state.pth
20240912-12:00:33 --- epoch 777 ----------------------------------------
20240912-12:00:33 current_test_accuracies 0.9559 0.9160 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9476
20240912-12:00:33 time_train=34182 time_c_quizzes=11046
20240912-12:00:33 nb_c_quizzes 3382
20240912-12:00:33 training model 1 (accuracy 0.9160493612289429)
20240912-12:00:33 training model 9 (accuracy 0.9476373195648193)
20240912-12:02:37 train_loss 777 model 1 0.012078261873730298
20240912-12:02:37 train_loss 777 model 9 0.012004008348325441
20240912-12:02:38 test_loss 777 model 1 0.00763171486935903
20240912-12:02:38 test_loss 777 model 9 0.01117192419794435
20240912-12:03:14 test_accuracy 777 model 1 nb_correct 697 / 783 (89.02%)
20240912-12:03:14 test_accuracy 777 model 9 nb_correct 724 / 767 (94.39%)
20240912-12:03:15 wrote ae_000.pth
20240912-12:03:15 wrote ae_001.pth
20240912-12:03:16 wrote ae_002.pth
20240912-12:03:17 wrote ae_003.pth
20240912-12:03:18 wrote ae_004.pth
20240912-12:03:18 wrote ae_005.pth
20240912-12:03:19 wrote ae_006.pth
20240912-12:03:20 wrote ae_007.pth
20240912-12:03:20 wrote ae_008.pth
20240912-12:03:21 wrote ae_009.pth
20240912-12:03:21 epoch_duration 2min47s next_finish 12:06:09
20240912-12:03:21 wrote state.pth
20240912-12:03:21 --- epoch 778 ----------------------------------------
20240912-12:03:21 current_test_accuracies 0.9559 0.8902 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9439
20240912-12:03:21 time_train=34342 time_c_quizzes=11046
20240912-12:03:21 nb_c_quizzes 3382
20240912-12:03:21 training model 1 (accuracy 0.8901660442352295)
20240912-12:03:21 training model 9 (accuracy 0.9439374208450317)
20240912-12:05:24 train_loss 778 model 9 0.011237183083751006
20240912-12:05:24 train_loss 778 model 1 0.011408651274001386
20240912-12:05:26 test_loss 778 model 9 0.011216218806345069
20240912-12:05:26 test_loss 778 model 1 0.009169602195333937
20240912-12:06:01 test_accuracy 778 model 1 nb_correct 750 / 804 (93.28%)
20240912-12:06:01 test_accuracy 778 model 9 nb_correct 758 / 810 (93.58%)
20240912-12:06:01 wrote ae_000.pth
20240912-12:06:02 wrote ae_001.pth
20240912-12:06:03 wrote ae_002.pth
20240912-12:06:04 wrote ae_003.pth
20240912-12:06:04 wrote ae_004.pth
20240912-12:06:05 wrote ae_005.pth
20240912-12:06:06 wrote ae_006.pth
20240912-12:06:06 wrote ae_007.pth
20240912-12:06:07 wrote ae_008.pth
20240912-12:06:08 wrote ae_009.pth
20240912-12:06:08 epoch_duration 2min46s next_finish 12:08:55
20240912-12:06:08 wrote state.pth
20240912-12:06:08 --- epoch 779 ----------------------------------------
20240912-12:06:08 current_test_accuracies 0.9559 0.9328 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9358
20240912-12:06:08 time_train=34501 time_c_quizzes=11046
20240912-12:06:08 nb_c_quizzes 3382
20240912-12:06:08 training model 1 (accuracy 0.9328358173370361)
20240912-12:06:08 training model 9 (accuracy 0.9358024597167969)
20240912-12:08:11 train_loss 779 model 1 0.012069028884689942
20240912-12:08:11 train_loss 779 model 9 0.012069696935948742
20240912-12:08:13 test_loss 779 model 1 0.008849307161403886
20240912-12:08:13 test_loss 779 model 9 0.007916775051216973
20240912-12:08:50 test_accuracy 779 model 1 nb_correct 717 / 787 (91.11%)
20240912-12:08:53 test_accuracy 779 model 9 nb_correct 732 / 791 (92.54%)
20240912-12:08:54 wrote ae_000.pth
20240912-12:08:54 wrote ae_001.pth
20240912-12:08:55 wrote ae_002.pth
20240912-12:08:56 wrote ae_003.pth
20240912-12:08:57 wrote ae_004.pth
20240912-12:08:57 wrote ae_005.pth
20240912-12:08:58 wrote ae_006.pth
20240912-12:08:59 wrote ae_007.pth
20240912-12:08:59 wrote ae_008.pth
20240912-12:09:00 wrote ae_009.pth
20240912-12:09:00 epoch_duration 2min52s next_finish 12:11:52
20240912-12:09:00 wrote state.pth
20240912-12:09:00 --- epoch 780 ----------------------------------------
20240912-12:09:00 current_test_accuracies 0.9559 0.9111 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9254
20240912-12:09:00 time_train=34666 time_c_quizzes=11046
20240912-12:09:00 nb_c_quizzes 3382
20240912-12:09:00 training model 1 (accuracy 0.9110546112060547)
20240912-12:09:00 training model 9 (accuracy 0.9254108667373657)
20240912-12:11:03 train_loss 780 model 1 0.011882632563094376
20240912-12:11:03 train_loss 780 model 9 0.01171711426922775
20240912-12:11:05 test_loss 780 model 1 0.006376787582013321
20240912-12:11:05 test_loss 780 model 9 0.006075058728748672
20240912-12:11:42 test_accuracy 780 model 9 nb_correct 733 / 796 (92.09%)
20240912-12:11:43 test_accuracy 780 model 1 nb_correct 731 / 790 (92.53%)
20240912-12:11:44 wrote ae_000.pth
20240912-12:11:44 wrote ae_001.pth
20240912-12:11:45 wrote ae_002.pth
20240912-12:11:46 wrote ae_003.pth
20240912-12:11:46 wrote ae_004.pth
20240912-12:11:47 wrote ae_005.pth
20240912-12:11:48 wrote ae_006.pth
20240912-12:11:48 wrote ae_007.pth
20240912-12:11:49 wrote ae_008.pth
20240912-12:11:50 wrote ae_009.pth
20240912-12:11:50 epoch_duration 2min49s next_finish 12:14:40
20240912-12:11:50 wrote state.pth
20240912-12:11:50 --- epoch 781 ----------------------------------------
20240912-12:11:50 current_test_accuracies 0.9559 0.9253 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9209
20240912-12:11:50 time_train=34828 time_c_quizzes=11046
20240912-12:11:50 nb_c_quizzes 3382
20240912-12:11:50 training model 9 (accuracy 0.9208542704582214)
20240912-12:11:50 training model 1 (accuracy 0.9253164529800415)
20240912-12:13:53 train_loss 781 model 9 0.011456039639451774
20240912-12:13:53 train_loss 781 model 1 0.011847083135882713
20240912-12:13:55 test_loss 781 model 9 0.0072963443600201575
20240912-12:13:55 test_loss 781 model 1 0.00749908510148316
20240912-12:14:30 test_accuracy 781 model 1 nb_correct 738 / 815 (90.55%)
20240912-12:14:33 test_accuracy 781 model 9 nb_correct 743 / 798 (93.11%)
20240912-12:14:33 wrote ae_000.pth
20240912-12:14:34 wrote ae_001.pth
20240912-12:14:35 wrote ae_002.pth
20240912-12:14:35 wrote ae_003.pth
20240912-12:14:36 wrote ae_004.pth
20240912-12:14:37 wrote ae_005.pth
20240912-12:14:37 wrote ae_006.pth
20240912-12:14:38 wrote ae_007.pth
20240912-12:14:39 wrote ae_008.pth
20240912-12:14:40 wrote ae_009.pth
20240912-12:14:40 epoch_duration 2min49s next_finish 12:17:29
20240912-12:14:40 wrote state.pth
20240912-12:14:40 --- epoch 782 ----------------------------------------
20240912-12:14:40 current_test_accuracies 0.9559 0.9055 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9311
20240912-12:14:40 time_train=34990 time_c_quizzes=11046
20240912-12:14:40 nb_c_quizzes 3382
20240912-12:14:40 training model 1 (accuracy 0.9055214524269104)
20240912-12:14:40 training model 9 (accuracy 0.9310777187347412)
20240912-12:16:43 train_loss 782 model 1 0.012008353355493455
20240912-12:16:43 train_loss 782 model 9 0.01216658153717799
20240912-12:16:45 test_loss 782 model 1 0.008308415520008338
20240912-12:16:45 test_loss 782 model 9 0.008437436096994589
20240912-12:17:23 test_accuracy 782 model 9 nb_correct 733 / 799 (91.74%)
20240912-12:17:24 test_accuracy 782 model 1 nb_correct 727 / 796 (91.33%)
20240912-12:17:25 wrote ae_000.pth
20240912-12:17:25 wrote ae_001.pth
20240912-12:17:26 wrote ae_002.pth
20240912-12:17:27 wrote ae_003.pth
20240912-12:17:27 wrote ae_004.pth
20240912-12:17:28 wrote ae_005.pth
20240912-12:17:29 wrote ae_006.pth
20240912-12:17:29 wrote ae_007.pth
20240912-12:17:30 wrote ae_008.pth
20240912-12:17:31 wrote ae_009.pth
20240912-12:17:31 epoch_duration 2min51s next_finish 12:20:22
20240912-12:17:31 wrote state.pth
20240912-12:17:31 --- epoch 783 ----------------------------------------
20240912-12:17:31 current_test_accuracies 0.9559 0.9133 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9174
20240912-12:17:31 time_train=35154 time_c_quizzes=11046
20240912-12:17:31 nb_c_quizzes 3382
20240912-12:17:31 training model 1 (accuracy 0.9133166074752808)
20240912-12:17:31 training model 9 (accuracy 0.9173967242240906)
20240912-12:19:34 train_loss 783 model 9 0.011853445032762465
20240912-12:19:34 train_loss 783 model 1 0.01105511394887435
20240912-12:19:36 test_loss 783 model 9 0.009797012769809044
20240912-12:19:36 test_loss 783 model 1 0.010662994200413323
20240912-12:20:12 test_accuracy 783 model 9 nb_correct 754 / 787 (95.81%)
20240912-12:20:14 test_accuracy 783 model 1 nb_correct 693 / 793 (87.39%)
20240912-12:20:14 wrote ae_000.pth
20240912-12:20:15 wrote ae_001.pth
20240912-12:20:16 wrote ae_002.pth
20240912-12:20:16 wrote ae_003.pth
20240912-12:20:17 wrote ae_004.pth
20240912-12:20:18 wrote ae_005.pth
20240912-12:20:18 wrote ae_006.pth
20240912-12:20:19 wrote ae_007.pth
20240912-12:20:20 wrote ae_008.pth
20240912-12:20:20 wrote ae_009.pth
20240912-12:20:20 epoch_duration 2min49s next_finish 12:23:10
20240912-12:20:20 wrote state.pth
20240912-12:20:20 --- epoch 784 ----------------------------------------
20240912-12:20:20 current_test_accuracies 0.9559 0.8739 0.9524 0.9501 0.9494 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:20:20 time_train=35317 time_c_quizzes=11046
20240912-12:20:20 nb_c_quizzes 3382
20240912-12:20:20 training model 1 (accuracy 0.873896598815918)
20240912-12:20:20 training model 4 (accuracy 0.9494311213493347)
20240912-12:22:24 train_loss 784 model 1 0.011389424586683163
20240912-12:22:24 train_loss 784 model 4 0.011914677123415459
20240912-12:22:25 test_loss 784 model 1 0.00849267304690784
20240912-12:22:25 test_loss 784 model 4 0.00767315128350674
20240912-12:22:59 test_accuracy 784 model 4 nb_correct 756 / 813 (92.99%)
20240912-12:23:06 test_accuracy 784 model 1 nb_correct 727 / 815 (89.20%)
20240912-12:23:07 wrote ae_000.pth
20240912-12:23:08 wrote ae_001.pth
20240912-12:23:08 wrote ae_002.pth
20240912-12:23:09 wrote ae_003.pth
20240912-12:23:10 wrote ae_004.pth
20240912-12:23:10 wrote ae_005.pth
20240912-12:23:11 wrote ae_006.pth
20240912-12:23:12 wrote ae_007.pth
20240912-12:23:12 wrote ae_008.pth
20240912-12:23:13 wrote ae_009.pth
20240912-12:23:13 epoch_duration 2min52s next_finish 12:26:05
20240912-12:23:13 wrote state.pth
20240912-12:23:13 --- epoch 785 ----------------------------------------
20240912-12:23:13 current_test_accuracies 0.9559 0.8920 0.9524 0.9501 0.9299 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:23:13 time_train=35482 time_c_quizzes=11046
20240912-12:23:13 nb_c_quizzes 3382
20240912-12:23:13 training model 1 (accuracy 0.8920245170593262)
20240912-12:23:13 training model 4 (accuracy 0.9298893213272095)
20240912-12:25:16 train_loss 785 model 4 0.0116784276203216
20240912-12:25:16 train_loss 785 model 1 0.01127807169773223
20240912-12:25:18 test_loss 785 model 4 0.00883147008696028
20240912-12:25:18 test_loss 785 model 1 0.008388612783369354
20240912-12:25:51 test_accuracy 785 model 4 nb_correct 736 / 811 (90.75%)
20240912-12:25:56 test_accuracy 785 model 1 nb_correct 732 / 798 (91.73%)
20240912-12:25:57 wrote ae_000.pth
20240912-12:25:58 wrote ae_001.pth
20240912-12:25:58 wrote ae_002.pth
20240912-12:25:59 wrote ae_003.pth
20240912-12:26:00 wrote ae_004.pth
20240912-12:26:00 wrote ae_005.pth
20240912-12:26:01 wrote ae_006.pth
20240912-12:26:02 wrote ae_007.pth
20240912-12:26:02 wrote ae_008.pth
20240912-12:26:03 wrote ae_009.pth
20240912-12:26:03 epoch_duration 2min49s next_finish 12:28:53
20240912-12:26:03 wrote state.pth
20240912-12:26:03 --- epoch 786 ----------------------------------------
20240912-12:26:03 current_test_accuracies 0.9559 0.9173 0.9524 0.9501 0.9075 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:26:03 time_train=35645 time_c_quizzes=11046
20240912-12:26:03 nb_c_quizzes 3382
20240912-12:26:03 training model 4 (accuracy 0.9075216054916382)
20240912-12:26:03 training model 1 (accuracy 0.9172932505607605)
20240912-12:28:06 train_loss 786 model 1 0.011826895307436644
20240912-12:28:06 train_loss 786 model 4 0.01148197989293476
20240912-12:28:08 test_loss 786 model 1 0.0064968582648361915
20240912-12:28:08 test_loss 786 model 4 0.004760364067871592
20240912-12:28:43 test_accuracy 786 model 1 nb_correct 746 / 795 (93.84%)
20240912-12:28:43 test_accuracy 786 model 4 nb_correct 711 / 775 (91.74%)
20240912-12:28:44 wrote ae_000.pth
20240912-12:28:45 wrote ae_001.pth
20240912-12:28:46 wrote ae_002.pth
20240912-12:28:46 wrote ae_003.pth
20240912-12:28:47 wrote ae_004.pth
20240912-12:28:48 wrote ae_005.pth
20240912-12:28:48 wrote ae_006.pth
20240912-12:28:49 wrote ae_007.pth
20240912-12:28:50 wrote ae_008.pth
20240912-12:28:50 wrote ae_009.pth
20240912-12:28:50 epoch_duration 2min47s next_finish 12:31:38
20240912-12:28:50 wrote state.pth
20240912-12:28:50 --- epoch 787 ----------------------------------------
20240912-12:28:50 current_test_accuracies 0.9559 0.9384 0.9524 0.9501 0.9174 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:28:50 time_train=35805 time_c_quizzes=11046
20240912-12:28:50 nb_c_quizzes 3382
20240912-12:28:50 training model 4 (accuracy 0.9174193739891052)
20240912-12:28:50 training model 1 (accuracy 0.9383648037910461)
20240912-12:30:54 train_loss 787 model 4 0.01137945881138512
20240912-12:30:54 train_loss 787 model 1 0.011852706531641161
20240912-12:30:55 test_loss 787 model 4 0.006760755793527551
20240912-12:30:55 test_loss 787 model 1 0.007813042764041711
20240912-12:31:32 test_accuracy 787 model 1 nb_correct 717 / 785 (91.34%)
20240912-12:31:33 test_accuracy 787 model 4 nb_correct 704 / 767 (91.79%)
20240912-12:31:34 wrote ae_000.pth
20240912-12:31:34 wrote ae_001.pth
20240912-12:31:35 wrote ae_002.pth
20240912-12:31:36 wrote ae_003.pth
20240912-12:31:36 wrote ae_004.pth
20240912-12:31:37 wrote ae_005.pth
20240912-12:31:38 wrote ae_006.pth
20240912-12:31:38 wrote ae_007.pth
20240912-12:31:39 wrote ae_008.pth
20240912-12:31:40 wrote ae_009.pth
20240912-12:31:40 epoch_duration 2min49s next_finish 12:34:29
20240912-12:31:40 wrote state.pth
20240912-12:31:40 --- epoch 788 ----------------------------------------
20240912-12:31:40 current_test_accuracies 0.9559 0.9134 0.9524 0.9501 0.9179 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:31:40 time_train=35967 time_c_quizzes=11046
20240912-12:31:40 nb_c_quizzes 3382
20240912-12:31:40 training model 1 (accuracy 0.9133757948875427)
20240912-12:31:40 training model 4 (accuracy 0.917861819267273)
20240912-12:33:43 train_loss 788 model 4 0.011796900654973796
20240912-12:33:43 train_loss 788 model 1 0.011530521496635629
20240912-12:33:45 test_loss 788 model 4 0.008286591190108083
20240912-12:33:45 test_loss 788 model 1 0.007821131615895639
20240912-12:34:21 test_accuracy 788 model 1 nb_correct 755 / 804 (93.91%)
20240912-12:34:23 test_accuracy 788 model 4 nb_correct 761 / 805 (94.53%)
20240912-12:34:24 wrote ae_000.pth
20240912-12:34:25 wrote ae_001.pth
20240912-12:34:25 wrote ae_002.pth
20240912-12:34:26 wrote ae_003.pth
20240912-12:34:27 wrote ae_004.pth
20240912-12:34:27 wrote ae_005.pth
20240912-12:34:28 wrote ae_006.pth
20240912-12:34:29 wrote ae_007.pth
20240912-12:34:29 wrote ae_008.pth
20240912-12:34:30 wrote ae_009.pth
20240912-12:34:30 epoch_duration 2min50s next_finish 12:37:20
20240912-12:34:30 wrote state.pth
20240912-12:34:30 --- epoch 789 ----------------------------------------
20240912-12:34:30 current_test_accuracies 0.9559 0.9391 0.9524 0.9501 0.9453 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:34:30 time_train=36130 time_c_quizzes=11046
20240912-12:34:30 nb_c_quizzes 3382
20240912-12:34:30 training model 1 (accuracy 0.9390547275543213)
20240912-12:34:30 training model 4 (accuracy 0.9453415870666504)
20240912-12:36:33 train_loss 789 model 4 0.011192565544788521
20240912-12:36:33 train_loss 789 model 1 0.012065215230260946
20240912-12:36:35 test_loss 789 model 4 0.009011497854959315
20240912-12:36:35 test_loss 789 model 1 0.010436513088006905
20240912-12:37:09 test_accuracy 789 model 1 nb_correct 773 / 839 (92.13%)
20240912-12:37:11 test_accuracy 789 model 4 nb_correct 713 / 772 (92.36%)
20240912-12:37:12 wrote ae_000.pth
20240912-12:37:12 wrote ae_001.pth
20240912-12:37:13 wrote ae_002.pth
20240912-12:37:14 wrote ae_003.pth
20240912-12:37:14 wrote ae_004.pth
20240912-12:37:15 wrote ae_005.pth
20240912-12:37:16 wrote ae_006.pth
20240912-12:37:16 wrote ae_007.pth
20240912-12:37:17 wrote ae_008.pth
20240912-12:37:18 wrote ae_009.pth
20240912-12:37:18 epoch_duration 2min47s next_finish 12:40:06
20240912-12:37:18 wrote state.pth
20240912-12:37:18 --- epoch 790 ----------------------------------------
20240912-12:37:18 current_test_accuracies 0.9559 0.9213 0.9524 0.9501 0.9236 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:37:18 time_train=36290 time_c_quizzes=11046
20240912-12:37:18 nb_c_quizzes 3382
20240912-12:37:18 training model 1 (accuracy 0.9213349223136902)
20240912-12:37:18 training model 4 (accuracy 0.9235751032829285)
20240912-12:39:21 train_loss 790 model 4 0.011818081564193563
20240912-12:39:21 train_loss 790 model 1 0.01150756910167911
20240912-12:39:23 test_loss 790 model 4 0.007194317077590995
20240912-12:39:23 test_loss 790 model 1 0.009481432332870554
20240912-12:39:57 test_accuracy 790 model 1 nb_correct 733 / 790 (92.78%)
20240912-12:40:00 test_accuracy 790 model 4 nb_correct 705 / 772 (91.32%)
20240912-12:40:00 wrote ae_000.pth
20240912-12:40:01 wrote ae_001.pth
20240912-12:40:02 wrote ae_002.pth
20240912-12:40:02 wrote ae_003.pth
20240912-12:40:03 wrote ae_004.pth
20240912-12:40:04 wrote ae_005.pth
20240912-12:40:04 wrote ae_006.pth
20240912-12:40:05 wrote ae_007.pth
20240912-12:40:06 wrote ae_008.pth
20240912-12:40:06 wrote ae_009.pth
20240912-12:40:06 epoch_duration 2min48s next_finish 12:42:54
20240912-12:40:06 wrote state.pth
20240912-12:40:06 --- epoch 791 ----------------------------------------
20240912-12:40:06 current_test_accuracies 0.9559 0.9278 0.9524 0.9501 0.9132 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:40:06 time_train=36451 time_c_quizzes=11046
20240912-12:40:06 nb_c_quizzes 3382
20240912-12:40:06 training model 4 (accuracy 0.9132124185562134)
20240912-12:40:06 training model 1 (accuracy 0.9278481006622314)
20240912-12:42:10 train_loss 791 model 4 0.011568032178467547
20240912-12:42:10 train_loss 791 model 1 0.011612573812988558
20240912-12:42:11 test_loss 791 model 4 0.009441352150868453
20240912-12:42:11 test_loss 791 model 1 0.008687162815979832
20240912-12:42:47 test_accuracy 791 model 4 nb_correct 740 / 800 (92.50%)
20240912-12:42:47 test_accuracy 791 model 1 nb_correct 741 / 800 (92.62%)
20240912-12:42:48 wrote ae_000.pth
20240912-12:42:49 wrote ae_001.pth
20240912-12:42:49 wrote ae_002.pth
20240912-12:42:50 wrote ae_003.pth
20240912-12:42:51 wrote ae_004.pth
20240912-12:42:51 wrote ae_005.pth
20240912-12:42:52 wrote ae_006.pth
20240912-12:42:53 wrote ae_007.pth
20240912-12:42:53 wrote ae_008.pth
20240912-12:42:54 wrote ae_009.pth
20240912-12:42:54 epoch_duration 2min47s next_finish 12:45:42
20240912-12:42:54 wrote state.pth
20240912-12:42:54 --- epoch 792 ----------------------------------------
20240912-12:42:54 current_test_accuracies 0.9559 0.9262 0.9524 0.9501 0.9250 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:42:54 time_train=36612 time_c_quizzes=11046
20240912-12:42:54 nb_c_quizzes 3382
20240912-12:42:54 training model 4 (accuracy 0.925000011920929)
20240912-12:42:54 training model 1 (accuracy 0.9262499809265137)
20240912-12:44:57 train_loss 792 model 4 0.01171167688879723
20240912-12:44:57 train_loss 792 model 1 0.011421807254311717
20240912-12:44:59 test_loss 792 model 4 0.009357153123568196
20240912-12:44:59 test_loss 792 model 1 0.009120431601513702
20240912-12:45:34 test_accuracy 792 model 4 nb_correct 747 / 810 (92.22%)
20240912-12:45:43 test_accuracy 792 model 1 nb_correct 741 / 796 (93.09%)
20240912-12:45:44 wrote ae_000.pth
20240912-12:45:44 wrote ae_001.pth
20240912-12:45:45 wrote ae_002.pth
20240912-12:45:46 wrote ae_003.pth
20240912-12:45:46 wrote ae_004.pth
20240912-12:45:47 wrote ae_005.pth
20240912-12:45:48 wrote ae_006.pth
20240912-12:45:48 wrote ae_007.pth
20240912-12:45:49 wrote ae_008.pth
20240912-12:45:49 wrote ae_009.pth
20240912-12:45:49 epoch_duration 2min55s next_finish 12:48:45
20240912-12:45:49 wrote state.pth
20240912-12:45:49 --- epoch 793 ----------------------------------------
20240912-12:45:49 current_test_accuracies 0.9559 0.9309 0.9524 0.9501 0.9222 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:45:49 time_train=36780 time_c_quizzes=11046
20240912-12:45:49 nb_c_quizzes 3382
20240912-12:45:49 training model 4 (accuracy 0.9222221970558167)
20240912-12:45:49 training model 1 (accuracy 0.9309045076370239)
20240912-12:47:53 train_loss 793 model 4 0.011089911629020207
20240912-12:47:53 train_loss 793 model 1 0.011170065075421008
20240912-12:47:54 test_loss 793 model 4 0.008333532784980946
20240912-12:47:55 test_loss 793 model 1 0.010103662245819578
20240912-12:48:27 test_accuracy 793 model 4 nb_correct 747 / 822 (90.88%)
20240912-12:48:28 test_accuracy 793 model 1 nb_correct 743 / 798 (93.11%)
20240912-12:48:28 wrote ae_000.pth
20240912-12:48:29 wrote ae_001.pth
20240912-12:48:30 wrote ae_002.pth
20240912-12:48:30 wrote ae_003.pth
20240912-12:48:31 wrote ae_004.pth
20240912-12:48:32 wrote ae_005.pth
20240912-12:48:32 wrote ae_006.pth
20240912-12:48:33 wrote ae_007.pth
20240912-12:48:34 wrote ae_008.pth
20240912-12:48:34 wrote ae_009.pth
20240912-12:48:34 epoch_duration 2min44s next_finish 12:51:19
20240912-12:48:34 wrote state.pth
20240912-12:48:34 --- epoch 794 ----------------------------------------
20240912-12:48:34 current_test_accuracies 0.9559 0.9311 0.9524 0.9501 0.9088 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:48:34 time_train=36938 time_c_quizzes=11046
20240912-12:48:34 nb_c_quizzes 3382
20240912-12:48:34 training model 4 (accuracy 0.9087591171264648)
20240912-12:48:34 training model 1 (accuracy 0.9310777187347412)
20240912-12:50:38 train_loss 794 model 1 0.0110391394552571
20240912-12:50:38 train_loss 794 model 4 0.011124187220975728
20240912-12:50:40 test_loss 794 model 1 0.012417812180180477
20240912-12:50:40 test_loss 794 model 4 0.009473598035037866
20240912-12:51:13 test_accuracy 794 model 1 nb_correct 748 / 796 (93.97%)
20240912-12:51:17 test_accuracy 794 model 4 nb_correct 741 / 788 (94.04%)
20240912-12:51:18 wrote ae_000.pth
20240912-12:51:19 wrote ae_001.pth
20240912-12:51:19 wrote ae_002.pth
20240912-12:51:20 wrote ae_003.pth
20240912-12:51:21 wrote ae_004.pth
20240912-12:51:21 wrote ae_005.pth
20240912-12:51:22 wrote ae_006.pth
20240912-12:51:23 wrote ae_007.pth
20240912-12:51:23 wrote ae_008.pth
20240912-12:51:24 wrote ae_009.pth
20240912-12:51:24 epoch_duration 2min49s next_finish 12:54:14
20240912-12:51:24 wrote state.pth
20240912-12:51:24 --- epoch 795 ----------------------------------------
20240912-12:51:24 current_test_accuracies 0.9559 0.9397 0.9524 0.9501 0.9404 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:51:24 time_train=37100 time_c_quizzes=11046
20240912-12:51:24 nb_c_quizzes 3382
20240912-12:51:24 training model 1 (accuracy 0.9396985173225403)
20240912-12:51:24 training model 4 (accuracy 0.9403553009033203)
20240912-12:53:28 train_loss 795 model 1 0.011456219142506597
20240912-12:53:28 train_loss 795 model 4 0.011132035213694507
20240912-12:53:29 test_loss 795 model 1 0.007800224536300959
20240912-12:53:29 test_loss 795 model 4 0.00868295422935148
20240912-12:54:03 test_accuracy 795 model 4 nb_correct 760 / 818 (92.91%)
20240912-12:54:05 test_accuracy 795 model 1 nb_correct 728 / 783 (92.98%)
20240912-12:54:06 wrote ae_000.pth
20240912-12:54:06 wrote ae_001.pth
20240912-12:54:07 wrote ae_002.pth
20240912-12:54:08 wrote ae_003.pth
20240912-12:54:09 wrote ae_004.pth
20240912-12:54:09 wrote ae_005.pth
20240912-12:54:10 wrote ae_006.pth
20240912-12:54:11 wrote ae_007.pth
20240912-12:54:11 wrote ae_008.pth
20240912-12:54:12 wrote ae_009.pth
20240912-12:54:12 epoch_duration 2min47s next_finish 12:57:00
20240912-12:54:12 wrote state.pth
20240912-12:54:12 --- epoch 796 ----------------------------------------
20240912-12:54:12 current_test_accuracies 0.9559 0.9298 0.9524 0.9501 0.9291 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:54:12 time_train=37260 time_c_quizzes=11046
20240912-12:54:12 nb_c_quizzes 3382
20240912-12:54:12 training model 4 (accuracy 0.9290953278541565)
20240912-12:54:12 training model 1 (accuracy 0.9297573566436768)
20240912-12:56:15 train_loss 796 model 1 0.011503508901449095
20240912-12:56:15 train_loss 796 model 4 0.010842739784315655
20240912-12:56:17 test_loss 796 model 1 0.00628785775862184
20240912-12:56:17 test_loss 796 model 4 0.008255836134175354
20240912-12:56:51 test_accuracy 796 model 1 nb_correct 748 / 814 (91.89%)
20240912-12:56:54 test_accuracy 796 model 4 nb_correct 737 / 804 (91.67%)
20240912-12:56:55 wrote ae_000.pth
20240912-12:56:56 wrote ae_001.pth
20240912-12:56:56 wrote ae_002.pth
20240912-12:56:57 wrote ae_003.pth
20240912-12:56:58 wrote ae_004.pth
20240912-12:56:58 wrote ae_005.pth
20240912-12:56:59 wrote ae_006.pth
20240912-12:57:00 wrote ae_007.pth
20240912-12:57:00 wrote ae_008.pth
20240912-12:57:01 wrote ae_009.pth
20240912-12:57:01 epoch_duration 2min49s next_finish 12:59:50
20240912-12:57:01 wrote state.pth
20240912-12:57:01 --- epoch 797 ----------------------------------------
20240912-12:57:01 current_test_accuracies 0.9559 0.9189 0.9524 0.9501 0.9167 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:57:01 time_train=37422 time_c_quizzes=11046
20240912-12:57:01 nb_c_quizzes 3382
20240912-12:57:01 training model 4 (accuracy 0.9166666865348816)
20240912-12:57:01 training model 1 (accuracy 0.9189189076423645)
20240912-12:59:05 train_loss 797 model 1 0.010861165294274543
20240912-12:59:05 train_loss 797 model 4 0.010886942707790694
20240912-12:59:06 test_loss 797 model 1 0.009979678303125183
20240912-12:59:06 test_loss 797 model 4 0.007348968551831448
20240912-12:59:41 test_accuracy 797 model 4 nb_correct 748 / 804 (93.03%)
20240912-12:59:46 test_accuracy 797 model 1 nb_correct 735 / 794 (92.57%)
20240912-12:59:47 wrote ae_000.pth
20240912-12:59:47 wrote ae_001.pth
20240912-12:59:48 wrote ae_002.pth
20240912-12:59:49 wrote ae_003.pth
20240912-12:59:49 wrote ae_004.pth
20240912-12:59:50 wrote ae_005.pth
20240912-12:59:51 wrote ae_006.pth
20240912-12:59:51 wrote ae_007.pth
20240912-12:59:52 wrote ae_008.pth
20240912-12:59:53 wrote ae_009.pth
20240912-12:59:53 epoch_duration 2min51s next_finish 13:02:44
20240912-12:59:53 wrote state.pth
20240912-12:59:53 --- epoch 798 ----------------------------------------
20240912-12:59:53 current_test_accuracies 0.9559 0.9257 0.9524 0.9501 0.9303 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-12:59:53 time_train=37586 time_c_quizzes=11046
20240912-12:59:53 nb_c_quizzes 3382
20240912-12:59:53 training model 1 (accuracy 0.9256926774978638)
20240912-12:59:53 training model 4 (accuracy 0.93034827709198)
20240912-13:01:57 train_loss 798 model 1 0.011491427479651975
20240912-13:01:57 train_loss 798 model 4 0.011618563584988806
20240912-13:01:58 test_loss 798 model 1 0.0074059779375375
20240912-13:01:58 test_loss 798 model 4 0.005448031984920476
20240912-13:02:33 test_accuracy 798 model 4 nb_correct 737 / 794 (92.82%)
20240912-13:02:37 test_accuracy 798 model 1 nb_correct 758 / 806 (94.04%)
20240912-13:02:38 wrote ae_000.pth
20240912-13:02:38 wrote ae_001.pth
20240912-13:02:39 wrote ae_002.pth
20240912-13:02:40 wrote ae_003.pth
20240912-13:02:40 wrote ae_004.pth
20240912-13:02:41 wrote ae_005.pth
20240912-13:02:42 wrote ae_006.pth
20240912-13:02:43 wrote ae_007.pth
20240912-13:02:43 wrote ae_008.pth
20240912-13:02:44 wrote ae_009.pth
20240912-13:02:44 epoch_duration 2min51s next_finish 13:05:35
20240912-13:02:44 wrote state.pth
20240912-13:02:44 --- epoch 799 ----------------------------------------
20240912-13:02:44 current_test_accuracies 0.9559 0.9404 0.9524 0.9501 0.9282 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:02:44 time_train=37750 time_c_quizzes=11046
20240912-13:02:44 nb_c_quizzes 3382
20240912-13:02:44 training model 4 (accuracy 0.9282115697860718)
20240912-13:02:44 training model 1 (accuracy 0.940446674823761)
20240912-13:04:47 train_loss 799 model 4 0.011725615051078421
20240912-13:04:47 train_loss 799 model 1 0.011274136509902746
20240912-13:04:49 test_loss 799 model 4 0.005576341165942722
20240912-13:04:49 test_loss 799 model 1 0.009564546989680877
20240912-13:05:23 test_accuracy 799 model 4 nb_correct 734 / 796 (92.21%)
20240912-13:05:25 test_accuracy 799 model 1 nb_correct 751 / 804 (93.41%)
20240912-13:05:26 wrote ae_000.pth
20240912-13:05:27 wrote ae_001.pth
20240912-13:05:27 wrote ae_002.pth
20240912-13:05:28 wrote ae_003.pth
20240912-13:05:29 wrote ae_004.pth
20240912-13:05:30 wrote ae_005.pth
20240912-13:05:30 wrote ae_006.pth
20240912-13:05:31 wrote ae_007.pth
20240912-13:05:32 wrote ae_008.pth
20240912-13:05:32 wrote ae_009.pth
20240912-13:05:32 epoch_duration 2min48s next_finish 13:08:21
20240912-13:05:32 wrote state.pth
20240912-13:05:32 --- epoch 800 ----------------------------------------
20240912-13:05:32 current_test_accuracies 0.9559 0.9341 0.9524 0.9501 0.9221 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:05:32 time_train=37911 time_c_quizzes=11046
20240912-13:05:32 nb_c_quizzes 3382
20240912-13:05:32 training model 4 (accuracy 0.9221105575561523)
20240912-13:05:32 training model 1 (accuracy 0.9340795874595642)
20240912-13:07:36 train_loss 800 model 4 0.011046824499870126
20240912-13:07:36 train_loss 800 model 1 0.011441921361098138
20240912-13:07:37 test_loss 800 model 4 0.010437966303345547
20240912-13:07:38 test_loss 800 model 1 0.008508054842968705
20240912-13:08:13 test_accuracy 800 model 1 nb_correct 723 / 801 (90.26%)
20240912-13:08:14 test_accuracy 800 model 4 nb_correct 735 / 801 (91.76%)
20240912-13:08:14 wrote ae_000.pth
20240912-13:08:15 wrote ae_001.pth
20240912-13:08:16 wrote ae_002.pth
20240912-13:08:16 wrote ae_003.pth
20240912-13:08:17 wrote ae_004.pth
20240912-13:08:18 wrote ae_005.pth
20240912-13:08:18 wrote ae_006.pth
20240912-13:08:19 wrote ae_007.pth
20240912-13:08:20 wrote ae_008.pth
20240912-13:08:20 wrote ae_009.pth
20240912-13:08:20 epoch_duration 2min48s next_finish 13:11:08
20240912-13:08:20 wrote state.pth
20240912-13:08:20 --- epoch 801 ----------------------------------------
20240912-13:08:20 current_test_accuracies 0.9559 0.9026 0.9524 0.9501 0.9176 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:08:20 time_train=38072 time_c_quizzes=11046
20240912-13:08:20 nb_c_quizzes 3382
20240912-13:08:20 training model 1 (accuracy 0.9026217460632324)
20240912-13:08:20 training model 4 (accuracy 0.9176030158996582)
20240912-13:10:24 train_loss 801 model 4 0.011224494805166614
20240912-13:10:24 train_loss 801 model 1 0.011533346792450175
20240912-13:10:26 test_loss 801 model 4 0.009246136421700158
20240912-13:10:26 test_loss 801 model 1 0.007301409017696869
20240912-13:11:02 test_accuracy 801 model 4 nb_correct 724 / 786 (92.11%)
20240912-13:11:02 test_accuracy 801 model 1 nb_correct 756 / 838 (90.21%)
20240912-13:11:03 wrote ae_000.pth
20240912-13:11:04 wrote ae_001.pth
20240912-13:11:04 wrote ae_002.pth
20240912-13:11:05 wrote ae_003.pth
20240912-13:11:06 wrote ae_004.pth
20240912-13:11:06 wrote ae_005.pth
20240912-13:11:07 wrote ae_006.pth
20240912-13:11:08 wrote ae_007.pth
20240912-13:11:08 wrote ae_008.pth
20240912-13:11:09 wrote ae_009.pth
20240912-13:11:09 epoch_duration 2min48s next_finish 13:13:57
20240912-13:11:09 wrote state.pth
20240912-13:11:09 --- epoch 802 ----------------------------------------
20240912-13:11:09 current_test_accuracies 0.9559 0.9021 0.9524 0.9501 0.9211 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:11:09 time_train=38233 time_c_quizzes=11046
20240912-13:11:09 nb_c_quizzes 3382
20240912-13:11:09 training model 1 (accuracy 0.9021479487419128)
20240912-13:11:09 training model 4 (accuracy 0.9211195707321167)
20240912-13:13:13 train_loss 802 model 1 0.011093242608934815
20240912-13:13:13 train_loss 802 model 4 0.011137308617930103
20240912-13:13:14 test_loss 802 model 1 0.008113038038810316
20240912-13:13:14 test_loss 802 model 4 0.007964472341240026
20240912-13:13:46 test_accuracy 802 model 4 nb_correct 758 / 809 (93.70%)
20240912-13:13:48 test_accuracy 802 model 1 nb_correct 742 / 798 (92.98%)
20240912-13:13:49 wrote ae_000.pth
20240912-13:13:49 wrote ae_001.pth
20240912-13:13:50 wrote ae_002.pth
20240912-13:13:51 wrote ae_003.pth
20240912-13:13:51 wrote ae_004.pth
20240912-13:13:52 wrote ae_005.pth
20240912-13:13:53 wrote ae_006.pth
20240912-13:13:53 wrote ae_007.pth
20240912-13:13:54 wrote ae_008.pth
20240912-13:13:55 wrote ae_009.pth
20240912-13:13:55 epoch_duration 2min45s next_finish 13:16:41
20240912-13:13:55 wrote state.pth
20240912-13:13:55 --- epoch 803 ----------------------------------------
20240912-13:13:55 current_test_accuracies 0.9559 0.9298 0.9524 0.9501 0.9370 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:13:55 time_train=38392 time_c_quizzes=11046
20240912-13:13:55 nb_c_quizzes 3382
20240912-13:13:55 training model 1 (accuracy 0.9298245906829834)
20240912-13:13:55 training model 4 (accuracy 0.9369592070579529)
20240912-13:15:59 train_loss 803 model 4 0.01133350634524686
20240912-13:15:59 train_loss 803 model 1 0.012097438752361996
20240912-13:16:00 test_loss 803 model 4 0.006775832286697892
20240912-13:16:00 test_loss 803 model 1 0.01236610384330703
20240912-13:16:33 test_accuracy 803 model 1 nb_correct 731 / 795 (91.95%)
20240912-13:16:35 test_accuracy 803 model 4 nb_correct 759 / 799 (94.99%)
20240912-13:16:36 wrote ae_000.pth
20240912-13:16:37 wrote ae_001.pth
20240912-13:16:38 wrote ae_002.pth
20240912-13:16:38 wrote ae_003.pth
20240912-13:16:39 wrote ae_004.pth
20240912-13:16:40 wrote ae_005.pth
20240912-13:16:40 wrote ae_006.pth
20240912-13:16:41 wrote ae_007.pth
20240912-13:16:42 wrote ae_008.pth
20240912-13:16:42 wrote ae_009.pth
20240912-13:16:42 epoch_duration 2min47s next_finish 13:19:30
20240912-13:16:42 wrote state.pth
20240912-13:16:42 --- epoch 804 ----------------------------------------
20240912-13:16:42 current_test_accuracies 0.9559 0.9195 0.9524 0.9501 0.9499 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:16:42 time_train=38552 time_c_quizzes=11046
20240912-13:16:42 nb_c_quizzes 3382
20240912-13:16:42 training model 1 (accuracy 0.9194968342781067)
20240912-13:16:42 training model 4 (accuracy 0.9499374032020569)
20240912-13:18:46 train_loss 804 model 1 0.01115694858117604
20240912-13:18:46 train_loss 804 model 4 0.011178303644001061
20240912-13:18:48 test_loss 804 model 1 0.008569867266186294
20240912-13:18:48 test_loss 804 model 4 0.008538656901845344
20240912-13:19:24 test_accuracy 804 model 4 nb_correct 727 / 778 (93.44%)
20240912-13:19:24 test_accuracy 804 model 1 nb_correct 744 / 800 (93.00%)
20240912-13:19:25 wrote ae_000.pth
20240912-13:19:26 wrote ae_001.pth
20240912-13:19:26 wrote ae_002.pth
20240912-13:19:27 wrote ae_003.pth
20240912-13:19:28 wrote ae_004.pth
20240912-13:19:28 wrote ae_005.pth
20240912-13:19:29 wrote ae_006.pth
20240912-13:19:30 wrote ae_007.pth
20240912-13:19:30 wrote ae_008.pth
20240912-13:19:31 wrote ae_009.pth
20240912-13:19:31 epoch_duration 2min48s next_finish 13:22:19
20240912-13:19:31 wrote state.pth
20240912-13:19:31 --- epoch 805 ----------------------------------------
20240912-13:19:31 current_test_accuracies 0.9559 0.9300 0.9524 0.9501 0.9344 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:19:31 time_train=38713 time_c_quizzes=11046
20240912-13:19:31 nb_c_quizzes 3382
20240912-13:19:31 training model 1 (accuracy 0.9300000071525574)
20240912-13:19:31 training model 4 (accuracy 0.9344472885131836)
20240912-13:21:35 train_loss 805 model 4 0.011410904091648263
20240912-13:21:35 train_loss 805 model 1 0.011085814960802963
20240912-13:21:36 test_loss 805 model 4 0.0062566037158546806
20240912-13:21:36 test_loss 805 model 1 0.00890748831716337
20240912-13:22:12 test_accuracy 805 model 1 nb_correct 712 / 772 (92.23%)
20240912-13:22:12 test_accuracy 805 model 4 nb_correct 722 / 798 (90.48%)
20240912-13:22:13 wrote ae_000.pth
20240912-13:22:13 wrote ae_001.pth
20240912-13:22:14 wrote ae_002.pth
20240912-13:22:15 wrote ae_003.pth
20240912-13:22:15 wrote ae_004.pth
20240912-13:22:16 wrote ae_005.pth
20240912-13:22:17 wrote ae_006.pth
20240912-13:22:17 wrote ae_007.pth
20240912-13:22:18 wrote ae_008.pth
20240912-13:22:19 wrote ae_009.pth
20240912-13:22:19 epoch_duration 2min47s next_finish 13:25:07
20240912-13:22:19 wrote state.pth
20240912-13:22:19 --- epoch 806 ----------------------------------------
20240912-13:22:19 current_test_accuracies 0.9559 0.9223 0.9524 0.9501 0.9048 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:22:19 time_train=38873 time_c_quizzes=11046
20240912-13:22:19 nb_c_quizzes 3382
20240912-13:22:19 training model 4 (accuracy 0.9047619104385376)
20240912-13:22:19 training model 1 (accuracy 0.9222797751426697)
20240912-13:24:22 train_loss 806 model 4 0.010946244244660192
20240912-13:24:22 train_loss 806 model 1 0.010363023161546152
20240912-13:24:24 test_loss 806 model 4 0.009812718310462288
20240912-13:24:24 test_loss 806 model 1 0.0075719223267697085
20240912-13:24:56 test_accuracy 806 model 4 nb_correct 747 / 812 (92.00%)
20240912-13:25:02 test_accuracy 806 model 1 nb_correct 762 / 815 (93.50%)
20240912-13:25:02 wrote ae_000.pth
20240912-13:25:03 wrote ae_001.pth
20240912-13:25:04 wrote ae_002.pth
20240912-13:25:04 wrote ae_003.pth
20240912-13:25:05 wrote ae_004.pth
20240912-13:25:06 wrote ae_005.pth
20240912-13:25:06 wrote ae_006.pth
20240912-13:25:07 wrote ae_007.pth
20240912-13:25:08 wrote ae_008.pth
20240912-13:25:08 wrote ae_009.pth
20240912-13:25:08 epoch_duration 2min49s next_finish 13:27:58
20240912-13:25:08 wrote state.pth
20240912-13:25:08 --- epoch 807 ----------------------------------------
20240912-13:25:08 current_test_accuracies 0.9559 0.9350 0.9524 0.9501 0.9200 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:25:08 time_train=39035 time_c_quizzes=11046
20240912-13:25:08 nb_c_quizzes 3382
20240912-13:25:08 training model 4 (accuracy 0.9199507236480713)
20240912-13:25:08 training model 1 (accuracy 0.9349693059921265)
20240912-13:27:12 train_loss 807 model 1 0.010709363672904147
20240912-13:27:12 train_loss 807 model 4 0.01137959357966065
20240912-13:27:13 test_loss 807 model 1 0.00826781125567777
20240912-13:27:13 test_loss 807 model 4 0.007399967706922439
20240912-13:27:47 test_accuracy 807 model 1 nb_correct 783 / 828 (94.57%)
20240912-13:27:48 test_accuracy 807 model 4 nb_correct 740 / 811 (91.25%)
20240912-13:27:49 wrote ae_000.pth
20240912-13:27:49 wrote ae_001.pth
20240912-13:27:50 wrote ae_002.pth
20240912-13:27:51 wrote ae_003.pth
20240912-13:27:51 wrote ae_004.pth
20240912-13:27:52 wrote ae_005.pth
20240912-13:27:53 wrote ae_006.pth
20240912-13:27:53 wrote ae_007.pth
20240912-13:27:54 wrote ae_008.pth
20240912-13:27:55 wrote ae_009.pth
20240912-13:27:55 epoch_duration 2min46s next_finish 13:30:41
20240912-13:27:55 wrote state.pth
20240912-13:27:55 --- epoch 808 ----------------------------------------
20240912-13:27:55 current_test_accuracies 0.9559 0.9457 0.9524 0.9501 0.9125 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:27:55 time_train=39194 time_c_quizzes=11046
20240912-13:27:55 nb_c_quizzes 3382
20240912-13:27:55 training model 4 (accuracy 0.9124537706375122)
20240912-13:27:55 training model 1 (accuracy 0.945652186870575)
20240912-13:29:58 train_loss 808 model 1 0.01052555970353933
20240912-13:29:58 train_loss 808 model 4 0.010931470938128768
20240912-13:30:00 test_loss 808 model 1 0.007485319883630837
20240912-13:30:00 test_loss 808 model 4 0.008632185993997865
20240912-13:30:35 test_accuracy 808 model 4 nb_correct 734 / 798 (91.98%)
20240912-13:30:35 test_accuracy 808 model 1 nb_correct 766 / 810 (94.57%)
20240912-13:30:36 wrote ae_000.pth
20240912-13:30:37 wrote ae_001.pth
20240912-13:30:37 wrote ae_002.pth
20240912-13:30:38 wrote ae_003.pth
20240912-13:30:39 wrote ae_004.pth
20240912-13:30:39 wrote ae_005.pth
20240912-13:30:40 wrote ae_006.pth
20240912-13:30:41 wrote ae_007.pth
20240912-13:30:41 wrote ae_008.pth
20240912-13:30:42 wrote ae_009.pth
20240912-13:30:42 epoch_duration 2min47s next_finish 13:33:29
20240912-13:30:42 wrote state.pth
20240912-13:30:42 --- epoch 809 ----------------------------------------
20240912-13:30:42 current_test_accuracies 0.9559 0.9457 0.9524 0.9501 0.9198 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:30:42 time_train=39354 time_c_quizzes=11046
20240912-13:30:42 nb_c_quizzes 3382
20240912-13:30:42 training model 4 (accuracy 0.9197995066642761)
20240912-13:30:42 training model 1 (accuracy 0.9456790089607239)
20240912-13:32:45 train_loss 809 model 1 0.011200057881342217
20240912-13:32:46 train_loss 809 model 4 0.011378701621355503
20240912-13:32:47 test_loss 809 model 1 0.007349903984209405
20240912-13:32:47 test_loss 809 model 4 0.007380963645934458
20240912-13:33:21 test_accuracy 809 model 4 nb_correct 742 / 805 (92.17%)
20240912-13:33:23 test_accuracy 809 model 1 nb_correct 734 / 791 (92.79%)
20240912-13:33:24 wrote ae_000.pth
20240912-13:33:25 wrote ae_001.pth
20240912-13:33:25 wrote ae_002.pth
20240912-13:33:26 wrote ae_003.pth
20240912-13:33:27 wrote ae_004.pth
20240912-13:33:27 wrote ae_005.pth
20240912-13:33:28 wrote ae_006.pth
20240912-13:33:29 wrote ae_007.pth
20240912-13:33:30 wrote ae_008.pth
20240912-13:33:30 wrote ae_009.pth
20240912-13:33:30 epoch_duration 2min48s next_finish 13:36:18
20240912-13:33:30 wrote state.pth
20240912-13:33:30 --- epoch 810 ----------------------------------------
20240912-13:33:30 current_test_accuracies 0.9559 0.9279 0.9524 0.9501 0.9217 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:33:30 time_train=39515 time_c_quizzes=11046
20240912-13:33:30 nb_c_quizzes 3382
20240912-13:33:30 training model 4 (accuracy 0.9217391014099121)
20240912-13:33:30 training model 1 (accuracy 0.9279392957687378)
20240912-13:35:34 train_loss 810 model 4 0.010023677276632044
20240912-13:35:34 train_loss 810 model 1 0.010952485160645665
20240912-13:35:35 test_loss 810 model 4 0.009038377588740331
20240912-13:35:35 test_loss 810 model 1 0.007723324241169394
20240912-13:36:09 test_accuracy 810 model 4 nb_correct 731 / 789 (92.65%)
20240912-13:36:12 test_accuracy 810 model 1 nb_correct 730 / 803 (90.91%)
20240912-13:36:13 wrote ae_000.pth
20240912-13:36:14 wrote ae_001.pth
20240912-13:36:15 wrote ae_002.pth
20240912-13:36:15 wrote ae_003.pth
20240912-13:36:16 wrote ae_004.pth
20240912-13:36:17 wrote ae_005.pth
20240912-13:36:17 wrote ae_006.pth
20240912-13:36:18 wrote ae_007.pth
20240912-13:36:19 wrote ae_008.pth
20240912-13:36:19 wrote ae_009.pth
20240912-13:36:19 epoch_duration 2min49s next_finish 13:39:09
20240912-13:36:19 wrote state.pth
20240912-13:36:19 --- epoch 811 ----------------------------------------
20240912-13:36:19 current_test_accuracies 0.9559 0.9091 0.9524 0.9501 0.9265 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:36:19 time_train=39677 time_c_quizzes=11046
20240912-13:36:19 nb_c_quizzes 3382
20240912-13:36:19 training model 1 (accuracy 0.9090909361839294)
20240912-13:36:19 training model 4 (accuracy 0.9264892339706421)
20240912-13:38:23 train_loss 811 model 4 0.010996224435255499
20240912-13:38:23 train_loss 811 model 1 0.011148494087090512
20240912-13:38:24 test_loss 811 model 4 0.007292297749359022
20240912-13:38:24 test_loss 811 model 1 0.009815686994085127
20240912-13:38:58 test_accuracy 811 model 1 nb_correct 769 / 814 (94.47%)
20240912-13:39:00 test_accuracy 811 model 4 nb_correct 755 / 808 (93.44%)
20240912-13:39:01 wrote ae_000.pth
20240912-13:39:01 wrote ae_001.pth
20240912-13:39:02 wrote ae_002.pth
20240912-13:39:03 wrote ae_003.pth
20240912-13:39:03 wrote ae_004.pth
20240912-13:39:04 wrote ae_005.pth
20240912-13:39:05 wrote ae_006.pth
20240912-13:39:05 wrote ae_007.pth
20240912-13:39:06 wrote ae_008.pth
20240912-13:39:07 wrote ae_009.pth
20240912-13:39:07 epoch_duration 2min47s next_finish 13:41:54
20240912-13:39:07 wrote state.pth
20240912-13:39:07 --- epoch 812 ----------------------------------------
20240912-13:39:07 current_test_accuracies 0.9559 0.9447 0.9524 0.9501 0.9344 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:39:07 time_train=39837 time_c_quizzes=11046
20240912-13:39:07 nb_c_quizzes 3382
20240912-13:39:07 training model 4 (accuracy 0.9344059228897095)
20240912-13:39:07 training model 1 (accuracy 0.9447174668312073)
20240912-13:41:10 train_loss 812 model 4 0.012034112241692128
20240912-13:41:10 train_loss 812 model 1 0.01070904287526173
20240912-13:41:12 test_loss 812 model 4 0.007331735723968791
20240912-13:41:12 test_loss 812 model 1 0.010448833596137774
20240912-13:41:46 test_accuracy 812 model 1 nb_correct 728 / 789 (92.27%)
20240912-13:41:47 test_accuracy 812 model 4 nb_correct 725 / 783 (92.59%)
20240912-13:41:47 wrote ae_000.pth
20240912-13:41:48 wrote ae_001.pth
20240912-13:41:49 wrote ae_002.pth
20240912-13:41:49 wrote ae_003.pth
20240912-13:41:50 wrote ae_004.pth
20240912-13:41:51 wrote ae_005.pth
20240912-13:41:51 wrote ae_006.pth
20240912-13:41:52 wrote ae_007.pth
20240912-13:41:53 wrote ae_008.pth
20240912-13:41:54 wrote ae_009.pth
20240912-13:41:54 epoch_duration 2min46s next_finish 13:44:40
20240912-13:41:54 wrote state.pth
20240912-13:41:54 --- epoch 813 ----------------------------------------
20240912-13:41:54 current_test_accuracies 0.9559 0.9227 0.9524 0.9501 0.9259 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:41:54 time_train=39996 time_c_quizzes=11046
20240912-13:41:54 nb_c_quizzes 3382
20240912-13:41:54 training model 1 (accuracy 0.9226869344711304)
20240912-13:41:54 training model 4 (accuracy 0.9259259104728699)
20240912-13:43:57 train_loss 813 model 1 0.011522655204564216
20240912-13:43:57 train_loss 813 model 4 0.010833491123561544
20240912-13:43:59 test_loss 813 model 1 0.010417571192556352
20240912-13:43:59 test_loss 813 model 4 0.0072906627232214305
20240912-13:44:34 test_accuracy 813 model 1 nb_correct 747 / 797 (93.73%)
20240912-13:44:37 test_accuracy 813 model 4 nb_correct 732 / 788 (92.89%)
20240912-13:44:38 wrote ae_000.pth
20240912-13:44:38 wrote ae_001.pth
20240912-13:44:39 wrote ae_002.pth
20240912-13:44:40 wrote ae_003.pth
20240912-13:44:40 wrote ae_004.pth
20240912-13:44:41 wrote ae_005.pth
20240912-13:44:42 wrote ae_006.pth
20240912-13:44:42 wrote ae_007.pth
20240912-13:44:43 wrote ae_008.pth
20240912-13:44:44 wrote ae_009.pth
20240912-13:44:44 epoch_duration 2min49s next_finish 13:47:34
20240912-13:44:44 wrote state.pth
20240912-13:44:44 --- epoch 814 ----------------------------------------
20240912-13:44:44 current_test_accuracies 0.9559 0.9373 0.9524 0.9501 0.9289 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:44:44 time_train=40159 time_c_quizzes=11046
20240912-13:44:44 nb_c_quizzes 3382
20240912-13:44:44 training model 4 (accuracy 0.9289340376853943)
20240912-13:44:44 training model 1 (accuracy 0.9372647404670715)
20240912-13:46:47 train_loss 814 model 1 0.011608489387683222
20240912-13:46:47 train_loss 814 model 4 0.011533998566766969
20240912-13:46:49 test_loss 814 model 1 0.008071572270864635
20240912-13:46:49 test_loss 814 model 4 0.00775907793654369
20240912-13:47:22 test_accuracy 814 model 1 nb_correct 741 / 808 (91.71%)
20240912-13:47:27 test_accuracy 814 model 4 nb_correct 746 / 805 (92.67%)
20240912-13:47:28 wrote ae_000.pth
20240912-13:47:29 wrote ae_001.pth
20240912-13:47:29 wrote ae_002.pth
20240912-13:47:30 wrote ae_003.pth
20240912-13:47:31 wrote ae_004.pth
20240912-13:47:31 wrote ae_005.pth
20240912-13:47:32 wrote ae_006.pth
20240912-13:47:33 wrote ae_007.pth
20240912-13:47:33 wrote ae_008.pth
20240912-13:47:34 wrote ae_009.pth
20240912-13:47:34 epoch_duration 2min50s next_finish 13:50:24
20240912-13:47:34 wrote state.pth
20240912-13:47:34 --- epoch 815 ----------------------------------------
20240912-13:47:34 current_test_accuracies 0.9559 0.9171 0.9524 0.9501 0.9267 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:47:34 time_train=40322 time_c_quizzes=11046
20240912-13:47:34 nb_c_quizzes 3382
20240912-13:47:34 training model 1 (accuracy 0.9170792102813721)
20240912-13:47:34 training model 4 (accuracy 0.9267081022262573)
20240912-13:49:37 train_loss 815 model 4 0.011296673893197294
20240912-13:49:38 train_loss 815 model 1 0.011339744799477558
20240912-13:49:39 test_loss 815 model 4 0.00804201629434118
20240912-13:49:39 test_loss 815 model 1 0.00730652998617245
20240912-13:50:13 test_accuracy 815 model 1 nb_correct 718 / 786 (91.35%)
20240912-13:50:18 test_accuracy 815 model 4 nb_correct 752 / 809 (92.95%)
20240912-13:50:18 wrote ae_000.pth
20240912-13:50:19 wrote ae_001.pth
20240912-13:50:20 wrote ae_002.pth
20240912-13:50:20 wrote ae_003.pth
20240912-13:50:21 wrote ae_004.pth
20240912-13:50:22 wrote ae_005.pth
20240912-13:50:23 wrote ae_006.pth
20240912-13:50:23 wrote ae_007.pth
20240912-13:50:24 wrote ae_008.pth
20240912-13:50:25 wrote ae_009.pth
20240912-13:50:25 epoch_duration 2min50s next_finish 13:53:15
20240912-13:50:25 wrote state.pth
20240912-13:50:25 --- epoch 816 ----------------------------------------
20240912-13:50:25 current_test_accuracies 0.9559 0.9135 0.9524 0.9501 0.9295 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:50:25 time_train=40485 time_c_quizzes=11046
20240912-13:50:25 nb_c_quizzes 3382
20240912-13:50:25 training model 1 (accuracy 0.9134860038757324)
20240912-13:50:25 training model 4 (accuracy 0.9295426607131958)
20240912-13:52:28 train_loss 816 model 4 0.01160937393076165
20240912-13:52:28 train_loss 816 model 1 0.010862116487915956
20240912-13:52:30 test_loss 816 model 4 0.007382424887020988
20240912-13:52:30 test_loss 816 model 1 0.007618665210561914
20240912-13:53:02 test_accuracy 816 model 1 nb_correct 742 / 792 (93.69%)
20240912-13:53:05 test_accuracy 816 model 4 nb_correct 752 / 802 (93.77%)
20240912-13:53:06 wrote ae_000.pth
20240912-13:53:07 wrote ae_001.pth
20240912-13:53:07 wrote ae_002.pth
20240912-13:53:08 wrote ae_003.pth
20240912-13:53:09 wrote ae_004.pth
20240912-13:53:09 wrote ae_005.pth
20240912-13:53:10 wrote ae_006.pth
20240912-13:53:11 wrote ae_007.pth
20240912-13:53:11 wrote ae_008.pth
20240912-13:53:12 wrote ae_009.pth
20240912-13:53:12 epoch_duration 2min47s next_finish 13:56:00
20240912-13:53:12 wrote state.pth
20240912-13:53:12 --- epoch 817 ----------------------------------------
20240912-13:53:12 current_test_accuracies 0.9559 0.9369 0.9524 0.9501 0.9377 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:53:12 time_train=40645 time_c_quizzes=11046
20240912-13:53:12 nb_c_quizzes 3382
20240912-13:53:12 training model 1 (accuracy 0.9368686676025391)
20240912-13:53:12 training model 4 (accuracy 0.9376558661460876)
20240912-13:55:16 train_loss 817 model 4 0.01017015184665297
20240912-13:55:16 train_loss 817 model 1 0.010871542361986031
20240912-13:55:17 test_loss 817 model 4 0.00926901681889838
20240912-13:55:17 test_loss 817 model 1 0.008099115635786802
20240912-13:55:51 test_accuracy 817 model 4 nb_correct 739 / 800 (92.38%)
20240912-13:55:53 test_accuracy 817 model 1 nb_correct 747 / 792 (94.32%)
20240912-13:55:54 wrote ae_000.pth
20240912-13:55:55 wrote ae_001.pth
20240912-13:55:55 wrote ae_002.pth
20240912-13:55:56 wrote ae_003.pth
20240912-13:55:57 wrote ae_004.pth
20240912-13:55:57 wrote ae_005.pth
20240912-13:55:58 wrote ae_006.pth
20240912-13:55:59 wrote ae_007.pth
20240912-13:55:59 wrote ae_008.pth
20240912-13:56:00 wrote ae_009.pth
20240912-13:56:00 epoch_duration 2min47s next_finish 13:58:48
20240912-13:56:00 wrote state.pth
20240912-13:56:00 --- epoch 818 ----------------------------------------
20240912-13:56:00 current_test_accuracies 0.9559 0.9432 0.9524 0.9501 0.9237 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:56:00 time_train=40806 time_c_quizzes=11046
20240912-13:56:00 nb_c_quizzes 3382
20240912-13:56:00 training model 4 (accuracy 0.9237499833106995)
20240912-13:56:00 training model 1 (accuracy 0.9431818127632141)
20240912-13:58:04 train_loss 818 model 1 0.011948599027306045
20240912-13:58:04 train_loss 818 model 4 0.010590302797128515
20240912-13:58:05 test_loss 818 model 1 0.010887725028328531
20240912-13:58:05 test_loss 818 model 4 0.006785080213740002
20240912-13:58:38 test_accuracy 818 model 1 nb_correct 755 / 798 (94.61%)
20240912-13:58:43 test_accuracy 818 model 4 nb_correct 750 / 815 (92.02%)
20240912-13:58:44 wrote ae_000.pth
20240912-13:58:45 wrote ae_001.pth
20240912-13:58:45 wrote ae_002.pth
20240912-13:58:46 wrote ae_003.pth
20240912-13:58:47 wrote ae_004.pth
20240912-13:58:47 wrote ae_005.pth
20240912-13:58:48 wrote ae_006.pth
20240912-13:58:49 wrote ae_007.pth
20240912-13:58:49 wrote ae_008.pth
20240912-13:58:50 wrote ae_009.pth
20240912-13:58:50 epoch_duration 2min49s next_finish 14:01:40
20240912-13:58:50 wrote state.pth
20240912-13:58:50 --- epoch 819 ----------------------------------------
20240912-13:58:50 current_test_accuracies 0.9559 0.9461 0.9524 0.9501 0.9202 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-13:58:50 time_train=40968 time_c_quizzes=11046
20240912-13:58:50 nb_c_quizzes 3382
20240912-13:58:50 training model 4 (accuracy 0.9202454090118408)
20240912-13:58:50 training model 1 (accuracy 0.9461153149604797)
20240912-14:00:53 train_loss 819 model 4 0.011327830907986936
20240912-14:00:53 train_loss 819 model 1 0.011082763452492145
20240912-14:00:55 test_loss 819 model 4 0.0072627266710924235
20240912-14:00:55 test_loss 819 model 1 0.010429117778039653
20240912-14:01:30 test_accuracy 819 model 1 nb_correct 751 / 798 (94.11%)
20240912-14:01:30 test_accuracy 819 model 4 nb_correct 728 / 803 (90.66%)
20240912-14:01:31 wrote ae_000.pth
20240912-14:01:31 wrote ae_001.pth
20240912-14:01:32 wrote ae_002.pth
20240912-14:01:33 wrote ae_003.pth
20240912-14:01:33 wrote ae_004.pth
20240912-14:01:34 wrote ae_005.pth
20240912-14:01:35 wrote ae_006.pth
20240912-14:01:35 wrote ae_007.pth
20240912-14:01:36 wrote ae_008.pth
20240912-14:01:37 wrote ae_009.pth
20240912-14:01:37 epoch_duration 2min46s next_finish 14:04:24
20240912-14:01:37 wrote state.pth
20240912-14:01:37 --- epoch 820 ----------------------------------------
20240912-14:01:37 current_test_accuracies 0.9559 0.9411 0.9524 0.9501 0.9066 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:01:37 time_train=41127 time_c_quizzes=11046
20240912-14:01:37 nb_c_quizzes 3382
20240912-14:01:37 training model 4 (accuracy 0.9066002368927002)
20240912-14:01:37 training model 1 (accuracy 0.9411027431488037)
20240912-14:03:40 train_loss 820 model 4 0.010827508901365945
20240912-14:03:40 train_loss 820 model 1 0.010701751058404626
20240912-14:03:42 test_loss 820 model 4 0.007697292828106583
20240912-14:03:42 test_loss 820 model 1 0.00852973554312939
20240912-14:04:16 test_accuracy 820 model 1 nb_correct 720 / 781 (92.19%)
20240912-14:04:16 test_accuracy 820 model 4 nb_correct 764 / 812 (94.09%)
20240912-14:04:17 wrote ae_000.pth
20240912-14:04:17 wrote ae_001.pth
20240912-14:04:18 wrote ae_002.pth
20240912-14:04:19 wrote ae_003.pth
20240912-14:04:19 wrote ae_004.pth
20240912-14:04:20 wrote ae_005.pth
20240912-14:04:21 wrote ae_006.pth
20240912-14:04:21 wrote ae_007.pth
20240912-14:04:22 wrote ae_008.pth
20240912-14:04:23 wrote ae_009.pth
20240912-14:04:23 epoch_duration 2min45s next_finish 14:07:09
20240912-14:04:23 wrote state.pth
20240912-14:04:23 --- epoch 821 ----------------------------------------
20240912-14:04:23 current_test_accuracies 0.9559 0.9219 0.9524 0.9501 0.9409 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:04:23 time_train=41285 time_c_quizzes=11046
20240912-14:04:23 nb_c_quizzes 3382
20240912-14:04:23 training model 1 (accuracy 0.9218950271606445)
20240912-14:04:23 training model 4 (accuracy 0.9408866763114929)
20240912-14:06:26 train_loss 821 model 1 0.010303778100942509
20240912-14:06:26 train_loss 821 model 4 0.01030588851247012
20240912-14:06:28 test_loss 821 model 1 0.01047755797972627
20240912-14:06:28 test_loss 821 model 4 0.00878069020974408
20240912-14:07:00 test_accuracy 821 model 4 nb_correct 778 / 816 (95.34%)
20240912-14:07:03 test_accuracy 821 model 1 nb_correct 750 / 802 (93.52%)
20240912-14:07:04 wrote ae_000.pth
20240912-14:07:04 wrote ae_001.pth
20240912-14:07:05 wrote ae_002.pth
20240912-14:07:06 wrote ae_003.pth
20240912-14:07:06 wrote ae_004.pth
20240912-14:07:07 wrote ae_005.pth
20240912-14:07:08 wrote ae_006.pth
20240912-14:07:08 wrote ae_007.pth
20240912-14:07:09 wrote ae_008.pth
20240912-14:07:10 wrote ae_009.pth
20240912-14:07:10 epoch_duration 2min47s next_finish 14:09:57
20240912-14:07:10 wrote state.pth
20240912-14:07:10 --- epoch 822 ----------------------------------------
20240912-14:07:10 current_test_accuracies 0.9559 0.9352 0.9524 0.9501 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:07:10 time_train=41445 time_c_quizzes=11046
20240912-14:07:10 nb_c_quizzes 3382
20240912-14:07:10 training model 1 (accuracy 0.9351620674133301)
20240912-14:07:10 training model 3 (accuracy 0.9500623941421509)
20240912-14:09:13 train_loss 822 model 1 0.01115483277923704
20240912-14:09:13 train_loss 822 model 3 0.011653736968527027
20240912-14:09:15 test_loss 822 model 1 0.009612091623205287
20240912-14:09:15 test_loss 822 model 3 0.010021822617204634
20240912-14:09:47 test_accuracy 822 model 3 nb_correct 770 / 813 (94.71%)
20240912-14:09:51 test_accuracy 822 model 1 nb_correct 738 / 778 (94.86%)
20240912-14:09:51 wrote ae_000.pth
20240912-14:09:52 wrote ae_001.pth
20240912-14:09:53 wrote ae_002.pth
20240912-14:09:54 wrote ae_003.pth
20240912-14:09:54 wrote ae_004.pth
20240912-14:09:55 wrote ae_005.pth
20240912-14:09:56 wrote ae_006.pth
20240912-14:09:56 wrote ae_007.pth
20240912-14:09:57 wrote ae_008.pth
20240912-14:09:58 wrote ae_009.pth
20240912-14:09:58 epoch_duration 2min47s next_finish 14:12:46
20240912-14:09:58 wrote state.pth
20240912-14:09:58 --- epoch 823 ----------------------------------------
20240912-14:09:58 current_test_accuracies 0.9559 0.9486 0.9524 0.9471 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:09:58 time_train=41605 time_c_quizzes=11046
20240912-14:09:58 nb_c_quizzes 3382
20240912-14:09:58 training model 3 (accuracy 0.9471094608306885)
20240912-14:09:58 training model 1 (accuracy 0.948586106300354)
20240912-14:12:01 train_loss 823 model 1 0.011406925052764564
20240912-14:12:01 train_loss 823 model 3 0.010959270818020742
20240912-14:12:03 test_loss 823 model 1 0.009343200914281624
20240912-14:12:03 test_loss 823 model 3 0.010606462204816581
20240912-14:12:36 test_accuracy 823 model 3 nb_correct 749 / 809 (92.58%)
20240912-14:12:36 test_accuracy 823 model 1 nb_correct 757 / 807 (93.80%)
20240912-14:12:37 wrote ae_000.pth
20240912-14:12:37 wrote ae_001.pth
20240912-14:12:38 wrote ae_002.pth
20240912-14:12:39 wrote ae_003.pth
20240912-14:12:39 wrote ae_004.pth
20240912-14:12:40 wrote ae_005.pth
20240912-14:12:41 wrote ae_006.pth
20240912-14:12:42 wrote ae_007.pth
20240912-14:12:42 wrote ae_008.pth
20240912-14:12:43 wrote ae_009.pth
20240912-14:12:43 epoch_duration 2min45s next_finish 14:15:28
20240912-14:12:43 wrote state.pth
20240912-14:12:43 --- epoch 824 ----------------------------------------
20240912-14:12:43 current_test_accuracies 0.9559 0.9380 0.9524 0.9258 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:12:43 time_train=41763 time_c_quizzes=11046
20240912-14:12:43 nb_c_quizzes 3382
20240912-14:12:43 training model 3 (accuracy 0.9258343577384949)
20240912-14:12:43 training model 1 (accuracy 0.9380421042442322)
20240912-14:14:46 train_loss 824 model 3 0.011155674079418532
20240912-14:14:46 train_loss 824 model 1 0.010934803282558277
20240912-14:14:48 test_loss 824 model 3 0.009902085544081275
20240912-14:14:48 test_loss 824 model 1 0.008277797578602985
20240912-14:15:22 test_accuracy 824 model 3 nb_correct 748 / 800 (93.50%)
20240912-14:15:22 test_accuracy 824 model 1 nb_correct 739 / 801 (92.26%)
20240912-14:15:23 wrote ae_000.pth
20240912-14:15:23 wrote ae_001.pth
20240912-14:15:24 wrote ae_002.pth
20240912-14:15:25 wrote ae_003.pth
20240912-14:15:25 wrote ae_004.pth
20240912-14:15:26 wrote ae_005.pth
20240912-14:15:27 wrote ae_006.pth
20240912-14:15:27 wrote ae_007.pth
20240912-14:15:28 wrote ae_008.pth
20240912-14:15:29 wrote ae_009.pth
20240912-14:15:29 epoch_duration 2min45s next_finish 14:18:15
20240912-14:15:29 wrote state.pth
20240912-14:15:29 --- epoch 825 ----------------------------------------
20240912-14:15:29 current_test_accuracies 0.9559 0.9226 0.9524 0.9350 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:15:29 time_train=41921 time_c_quizzes=11046
20240912-14:15:29 nb_c_quizzes 3382
20240912-14:15:29 training model 1 (accuracy 0.9225967526435852)
20240912-14:15:29 training model 3 (accuracy 0.9350000023841858)
20240912-14:17:32 train_loss 825 model 1 0.010982648018785767
20240912-14:17:32 train_loss 825 model 3 0.010506100225475165
20240912-14:17:34 test_loss 825 model 1 0.0068606433221575
20240912-14:17:34 test_loss 825 model 3 0.006004325975726488
20240912-14:18:06 test_accuracy 825 model 1 nb_correct 757 / 803 (94.27%)
20240912-14:18:08 test_accuracy 825 model 3 nb_correct 716 / 806 (88.83%)
20240912-14:18:09 wrote ae_000.pth
20240912-14:18:10 wrote ae_001.pth
20240912-14:18:10 wrote ae_002.pth
20240912-14:18:11 wrote ae_003.pth
20240912-14:18:12 wrote ae_004.pth
20240912-14:18:12 wrote ae_005.pth
20240912-14:18:13 wrote ae_006.pth
20240912-14:18:14 wrote ae_007.pth
20240912-14:18:14 wrote ae_008.pth
20240912-14:18:15 wrote ae_009.pth
20240912-14:18:15 epoch_duration 2min46s next_finish 14:21:01
20240912-14:18:15 wrote state.pth
20240912-14:18:15 --- epoch 826 ----------------------------------------
20240912-14:18:15 current_test_accuracies 0.9559 0.9427 0.9524 0.8883 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:18:15 time_train=42080 time_c_quizzes=11046
20240912-14:18:15 nb_c_quizzes 3382
20240912-14:18:15 training model 3 (accuracy 0.8883374929428101)
20240912-14:18:15 training model 1 (accuracy 0.9427148103713989)
20240912-14:20:18 train_loss 826 model 1 0.01065544574314481
20240912-14:20:18 train_loss 826 model 3 0.011378662045961392
20240912-14:20:20 test_loss 826 model 1 0.009860912156364065
20240912-14:20:20 test_loss 826 model 3 0.009522770338645615
20240912-14:20:56 test_accuracy 826 model 3 nb_correct 716 / 799 (89.61%)
20240912-14:20:56 test_accuracy 826 model 1 nb_correct 744 / 802 (92.77%)
20240912-14:20:57 wrote ae_000.pth
20240912-14:20:58 wrote ae_001.pth
20240912-14:20:59 wrote ae_002.pth
20240912-14:20:59 wrote ae_003.pth
20240912-14:21:00 wrote ae_004.pth
20240912-14:21:01 wrote ae_005.pth
20240912-14:21:01 wrote ae_006.pth
20240912-14:21:02 wrote ae_007.pth
20240912-14:21:03 wrote ae_008.pth
20240912-14:21:03 wrote ae_009.pth
20240912-14:21:03 epoch_duration 2min48s next_finish 14:23:52
20240912-14:21:03 wrote state.pth
20240912-14:21:03 --- epoch 827 ----------------------------------------
20240912-14:21:03 current_test_accuracies 0.9559 0.9277 0.9524 0.8961 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:21:03 time_train=42241 time_c_quizzes=11046
20240912-14:21:03 nb_c_quizzes 3382
20240912-14:21:03 training model 3 (accuracy 0.8961201310157776)
20240912-14:21:03 training model 1 (accuracy 0.9276807904243469)
20240912-14:23:08 train_loss 827 model 3 0.010749811945632246
20240912-14:23:08 train_loss 827 model 1 0.010306556921430456
20240912-14:23:09 test_loss 827 model 3 0.007144028608193765
20240912-14:23:09 test_loss 827 model 1 0.0086039309197389
20240912-14:23:41 test_accuracy 827 model 3 nb_correct 732 / 784 (93.37%)
20240912-14:23:45 test_accuracy 827 model 1 nb_correct 768 / 821 (93.54%)
20240912-14:23:45 wrote ae_000.pth
20240912-14:23:46 wrote ae_001.pth
20240912-14:23:47 wrote ae_002.pth
20240912-14:23:48 wrote ae_003.pth
20240912-14:23:48 wrote ae_004.pth
20240912-14:23:49 wrote ae_005.pth
20240912-14:23:50 wrote ae_006.pth
20240912-14:23:50 wrote ae_007.pth
20240912-14:23:51 wrote ae_008.pth
20240912-14:23:52 wrote ae_009.pth
20240912-14:23:52 epoch_duration 2min48s next_finish 14:26:40
20240912-14:23:52 wrote state.pth
20240912-14:23:52 --- epoch 828 ----------------------------------------
20240912-14:23:52 current_test_accuracies 0.9559 0.9354 0.9524 0.9337 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:23:52 time_train=42402 time_c_quizzes=11046
20240912-14:23:52 nb_c_quizzes 3382
20240912-14:23:52 training model 3 (accuracy 0.9336734414100647)
20240912-14:23:52 training model 1 (accuracy 0.9354445934295654)
20240912-14:25:55 train_loss 828 model 3 0.01120387655036393
20240912-14:25:55 train_loss 828 model 1 0.010918620240684504
20240912-14:25:57 test_loss 828 model 3 0.008868066629801774
20240912-14:25:57 test_loss 828 model 1 0.008545254420243963
20240912-14:26:31 test_accuracy 828 model 3 nb_correct 754 / 801 (94.13%)
20240912-14:26:34 test_accuracy 828 model 1 nb_correct 732 / 798 (91.73%)
20240912-14:26:34 wrote ae_000.pth
20240912-14:26:35 wrote ae_001.pth
20240912-14:26:36 wrote ae_002.pth
20240912-14:26:37 wrote ae_003.pth
20240912-14:26:37 wrote ae_004.pth
20240912-14:26:38 wrote ae_005.pth
20240912-14:26:39 wrote ae_006.pth
20240912-14:26:39 wrote ae_007.pth
20240912-14:26:40 wrote ae_008.pth
20240912-14:26:41 wrote ae_009.pth
20240912-14:26:41 epoch_duration 2min49s next_finish 14:29:30
20240912-14:26:41 wrote state.pth
20240912-14:26:41 --- epoch 829 ----------------------------------------
20240912-14:26:41 current_test_accuracies 0.9559 0.9173 0.9524 0.9413 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:26:41 time_train=42564 time_c_quizzes=11046
20240912-14:26:41 nb_c_quizzes 3382
20240912-14:26:41 training model 1 (accuracy 0.9172932505607605)
20240912-14:26:41 training model 3 (accuracy 0.9413233399391174)
20240912-14:28:44 train_loss 829 model 3 0.011605901502589404
20240912-14:28:44 train_loss 829 model 1 0.010963756483972248
20240912-14:28:46 test_loss 829 model 3 0.007851086428127018
20240912-14:28:46 test_loss 829 model 1 0.0075667625057121764
20240912-14:29:20 test_accuracy 829 model 1 nb_correct 743 / 802 (92.64%)
20240912-14:29:23 test_accuracy 829 model 3 nb_correct 736 / 791 (93.05%)
20240912-14:29:23 wrote ae_000.pth
20240912-14:29:24 wrote ae_001.pth
20240912-14:29:25 wrote ae_002.pth
20240912-14:29:25 wrote ae_003.pth
20240912-14:29:26 wrote ae_004.pth
20240912-14:29:27 wrote ae_005.pth
20240912-14:29:28 wrote ae_006.pth
20240912-14:29:28 wrote ae_007.pth
20240912-14:29:29 wrote ae_008.pth
20240912-14:29:30 wrote ae_009.pth
20240912-14:29:30 epoch_duration 2min48s next_finish 14:32:19
20240912-14:29:30 wrote state.pth
20240912-14:29:30 --- epoch 830 ----------------------------------------
20240912-14:29:30 current_test_accuracies 0.9559 0.9264 0.9524 0.9305 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:29:30 time_train=42725 time_c_quizzes=11046
20240912-14:29:30 nb_c_quizzes 3382
20240912-14:29:30 training model 1 (accuracy 0.9264339208602905)
20240912-14:29:30 training model 3 (accuracy 0.9304677844047546)
20240912-14:31:33 train_loss 830 model 1 0.010689823657563465
20240912-14:31:33 train_loss 830 model 3 0.011107297628589549
20240912-14:31:34 test_loss 830 model 1 0.007816841051521806
20240912-14:31:35 test_loss 830 model 3 0.00992197128693988
20240912-14:32:07 test_accuracy 830 model 1 nb_correct 763 / 819 (93.16%)
20240912-14:32:12 test_accuracy 830 model 3 nb_correct 718 / 792 (90.66%)
20240912-14:32:13 wrote ae_000.pth
20240912-14:32:14 wrote ae_001.pth
20240912-14:32:14 wrote ae_002.pth
20240912-14:32:15 wrote ae_003.pth
20240912-14:32:16 wrote ae_004.pth
20240912-14:32:16 wrote ae_005.pth
20240912-14:32:17 wrote ae_006.pth
20240912-14:32:18 wrote ae_007.pth
20240912-14:32:18 wrote ae_008.pth
20240912-14:32:19 wrote ae_009.pth
20240912-14:32:19 epoch_duration 2min49s next_finish 14:35:09
20240912-14:32:19 wrote state.pth
20240912-14:32:19 --- epoch 831 ----------------------------------------
20240912-14:32:19 current_test_accuracies 0.9559 0.9316 0.9524 0.9066 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:32:19 time_train=42887 time_c_quizzes=11046
20240912-14:32:19 nb_c_quizzes 3382
20240912-14:32:19 training model 3 (accuracy 0.9065656661987305)
20240912-14:32:19 training model 1 (accuracy 0.9316239356994629)
20240912-14:34:23 train_loss 831 model 1 0.011290487919724911
20240912-14:34:23 train_loss 831 model 3 0.011073832496866089
20240912-14:34:24 test_loss 831 model 1 0.008393137022494557
20240912-14:34:24 test_loss 831 model 3 0.0066803946935124255
20240912-14:34:59 test_accuracy 831 model 1 nb_correct 750 / 798 (93.98%)
20240912-14:35:00 test_accuracy 831 model 3 nb_correct 736 / 798 (92.23%)
20240912-14:35:00 wrote ae_000.pth
20240912-14:35:01 wrote ae_001.pth
20240912-14:35:02 wrote ae_002.pth
20240912-14:35:02 wrote ae_003.pth
20240912-14:35:03 wrote ae_004.pth
20240912-14:35:04 wrote ae_005.pth
20240912-14:35:05 wrote ae_006.pth
20240912-14:35:05 wrote ae_007.pth
20240912-14:35:06 wrote ae_008.pth
20240912-14:35:07 wrote ae_009.pth
20240912-14:35:07 epoch_duration 2min47s next_finish 14:37:54
20240912-14:35:07 wrote state.pth
20240912-14:35:07 --- epoch 832 ----------------------------------------
20240912-14:35:07 current_test_accuracies 0.9559 0.9398 0.9524 0.9223 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:35:07 time_train=43047 time_c_quizzes=11046
20240912-14:35:07 nb_c_quizzes 3382
20240912-14:35:07 training model 3 (accuracy 0.9223057627677917)
20240912-14:35:07 training model 1 (accuracy 0.9398496150970459)
20240912-14:37:10 train_loss 832 model 1 0.010790151743018214
20240912-14:37:10 train_loss 832 model 3 0.011257307344780202
20240912-14:37:11 test_loss 832 model 1 0.007042786913514476
20240912-14:37:11 test_loss 832 model 3 0.00866601285714097
20240912-14:37:46 test_accuracy 832 model 3 nb_correct 744 / 800 (93.00%)
20240912-14:37:47 test_accuracy 832 model 1 nb_correct 750 / 791 (94.82%)
20240912-14:37:48 wrote ae_000.pth
20240912-14:37:49 wrote ae_001.pth
20240912-14:37:50 wrote ae_002.pth
20240912-14:37:50 wrote ae_003.pth
20240912-14:37:51 wrote ae_004.pth
20240912-14:37:52 wrote ae_005.pth
20240912-14:37:52 wrote ae_006.pth
20240912-14:37:53 wrote ae_007.pth
20240912-14:37:54 wrote ae_008.pth
20240912-14:37:54 wrote ae_009.pth
20240912-14:37:54 epoch_duration 2min47s next_finish 14:40:42
20240912-14:37:54 wrote state.pth
20240912-14:37:54 --- epoch 833 ----------------------------------------
20240912-14:37:54 current_test_accuracies 0.9559 0.9482 0.9524 0.9300 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:37:54 time_train=43207 time_c_quizzes=11046
20240912-14:37:54 nb_c_quizzes 3382
20240912-14:37:54 training model 3 (accuracy 0.9300000071525574)
20240912-14:37:54 training model 1 (accuracy 0.9481669068336487)
20240912-14:39:58 train_loss 833 model 1 0.010989211323652853
20240912-14:39:58 train_loss 833 model 3 0.011248668473159341
20240912-14:39:59 test_loss 833 model 1 0.007930661624754975
20240912-14:39:59 test_loss 833 model 3 0.009059714955697018
20240912-14:40:33 test_accuracy 833 model 3 nb_correct 751 / 791 (94.94%)
20240912-14:40:34 test_accuracy 833 model 1 nb_correct 754 / 794 (94.96%)
20240912-14:40:34 wrote ae_000.pth
20240912-14:40:35 wrote ae_001.pth
20240912-14:40:36 wrote ae_002.pth
20240912-14:40:36 wrote ae_003.pth
20240912-14:40:37 wrote ae_004.pth
20240912-14:40:38 wrote ae_005.pth
20240912-14:40:39 wrote ae_006.pth
20240912-14:40:39 wrote ae_007.pth
20240912-14:40:40 wrote ae_008.pth
20240912-14:40:41 wrote ae_009.pth
20240912-14:40:41 epoch_duration 2min46s next_finish 14:43:27
20240912-14:40:41 wrote state.pth
20240912-14:40:41 --- epoch 834 ----------------------------------------
20240912-14:40:41 current_test_accuracies 0.9559 0.9496 0.9524 0.9494 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:40:41 time_train=43366 time_c_quizzes=11046
20240912-14:40:41 nb_c_quizzes 3382
20240912-14:40:41 training model 3 (accuracy 0.9494311213493347)
20240912-14:40:41 training model 1 (accuracy 0.9496221542358398)
20240912-14:42:44 train_loss 834 model 1 0.010405690086978212
20240912-14:42:44 train_loss 834 model 3 0.010830786289618118
20240912-14:42:46 test_loss 834 model 1 0.007789059326182723
20240912-14:42:46 test_loss 834 model 3 0.010208538541087364
20240912-14:43:20 test_accuracy 834 model 3 nb_correct 761 / 802 (94.89%)
20240912-14:43:21 test_accuracy 834 model 1 nb_correct 751 / 796 (94.35%)
20240912-14:43:21 wrote ae_000.pth
20240912-14:43:22 wrote ae_001.pth
20240912-14:43:23 wrote ae_002.pth
20240912-14:43:23 wrote ae_003.pth
20240912-14:43:24 wrote ae_004.pth
20240912-14:43:25 wrote ae_005.pth
20240912-14:43:25 wrote ae_006.pth
20240912-14:43:26 wrote ae_007.pth
20240912-14:43:27 wrote ae_008.pth
20240912-14:43:28 wrote ae_009.pth
20240912-14:43:28 epoch_duration 2min46s next_finish 14:46:14
20240912-14:43:28 wrote state.pth
20240912-14:43:28 --- epoch 835 ----------------------------------------
20240912-14:43:28 current_test_accuracies 0.9559 0.9435 0.9524 0.9489 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:43:28 time_train=43525 time_c_quizzes=11046
20240912-14:43:28 nb_c_quizzes 3382
20240912-14:43:28 training model 1 (accuracy 0.9434673190116882)
20240912-14:43:28 training model 3 (accuracy 0.9488778114318848)
20240912-14:45:31 train_loss 835 model 1 0.009387481914858654
20240912-14:45:31 train_loss 835 model 3 0.010679637178607664
20240912-14:45:32 test_loss 835 model 1 0.008507122587491266
20240912-14:45:33 test_loss 835 model 3 0.013007706837288423
20240912-14:46:04 test_accuracy 835 model 3 nb_correct 733 / 785 (93.38%)
20240912-14:46:09 test_accuracy 835 model 1 nb_correct 733 / 801 (91.51%)
20240912-14:46:10 wrote ae_000.pth
20240912-14:46:10 wrote ae_001.pth
20240912-14:46:11 wrote ae_002.pth
20240912-14:46:12 wrote ae_003.pth
20240912-14:46:12 wrote ae_004.pth
20240912-14:46:13 wrote ae_005.pth
20240912-14:46:14 wrote ae_006.pth
20240912-14:46:14 wrote ae_007.pth
20240912-14:46:15 wrote ae_008.pth
20240912-14:46:16 wrote ae_009.pth
20240912-14:46:16 epoch_duration 2min48s next_finish 14:49:04
20240912-14:46:16 wrote state.pth
20240912-14:46:16 --- epoch 836 ----------------------------------------
20240912-14:46:16 current_test_accuracies 0.9559 0.9151 0.9524 0.9338 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:46:16 time_train=43686 time_c_quizzes=11046
20240912-14:46:16 nb_c_quizzes 3382
20240912-14:46:16 training model 1 (accuracy 0.9151061177253723)
20240912-14:46:16 training model 3 (accuracy 0.9337579607963562)
20240912-14:48:19 train_loss 836 model 1 0.01093128826411703
20240912-14:48:19 train_loss 836 model 3 0.010714093655438774
20240912-14:48:21 test_loss 836 model 1 0.0061784732401619635
20240912-14:48:21 test_loss 836 model 3 0.007627211327280748
20240912-14:48:55 test_accuracy 836 model 3 nb_correct 755 / 799 (94.49%)
20240912-14:48:56 test_accuracy 836 model 1 nb_correct 759 / 802 (94.64%)
20240912-14:48:57 wrote ae_000.pth
20240912-14:48:58 wrote ae_001.pth
20240912-14:48:59 wrote ae_002.pth
20240912-14:48:59 wrote ae_003.pth
20240912-14:49:00 wrote ae_004.pth
20240912-14:49:01 wrote ae_005.pth
20240912-14:49:01 wrote ae_006.pth
20240912-14:49:02 wrote ae_007.pth
20240912-14:49:03 wrote ae_008.pth
20240912-14:49:04 wrote ae_009.pth
20240912-14:49:04 epoch_duration 2min47s next_finish 14:51:51
20240912-14:49:04 wrote state.pth
20240912-14:49:04 --- epoch 837 ----------------------------------------
20240912-14:49:04 current_test_accuracies 0.9559 0.9464 0.9524 0.9449 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:49:04 time_train=43846 time_c_quizzes=11046
20240912-14:49:04 nb_c_quizzes 3382
20240912-14:49:04 training model 3 (accuracy 0.944931149482727)
20240912-14:49:04 training model 1 (accuracy 0.9463840126991272)
20240912-14:51:07 train_loss 837 model 1 0.01112965416213592
20240912-14:51:07 train_loss 837 model 3 0.011010920886477834
20240912-14:51:08 test_loss 837 model 1 0.008934286638807975
20240912-14:51:08 test_loss 837 model 3 0.010167933738226508
20240912-14:51:41 test_accuracy 837 model 3 nb_correct 753 / 803 (93.77%)
20240912-14:51:44 test_accuracy 837 model 1 nb_correct 740 / 792 (93.43%)
20240912-14:51:45 wrote ae_000.pth
20240912-14:51:46 wrote ae_001.pth
20240912-14:51:46 wrote ae_002.pth
20240912-14:51:47 wrote ae_003.pth
20240912-14:51:48 wrote ae_004.pth
20240912-14:51:49 wrote ae_005.pth
20240912-14:51:49 wrote ae_006.pth
20240912-14:51:50 wrote ae_007.pth
20240912-14:51:51 wrote ae_008.pth
20240912-14:51:51 wrote ae_009.pth
20240912-14:51:51 epoch_duration 2min47s next_finish 14:54:39
20240912-14:51:51 wrote state.pth
20240912-14:51:51 --- epoch 838 ----------------------------------------
20240912-14:51:51 current_test_accuracies 0.9559 0.9343 0.9524 0.9377 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:51:51 time_train=44006 time_c_quizzes=11046
20240912-14:51:51 nb_c_quizzes 3382
20240912-14:51:51 training model 1 (accuracy 0.9343434572219849)
20240912-14:51:51 training model 3 (accuracy 0.9377334713935852)
20240912-14:53:55 train_loss 838 model 3 0.01092489537777692
20240912-14:53:55 train_loss 838 model 1 0.010476319374783999
20240912-14:53:56 test_loss 838 model 3 0.005407735711992245
20240912-14:53:56 test_loss 838 model 1 0.00811594018638644
20240912-14:54:29 test_accuracy 838 model 3 nb_correct 767 / 827 (92.74%)
20240912-14:54:31 test_accuracy 838 model 1 nb_correct 757 / 800 (94.62%)
20240912-14:54:32 wrote ae_000.pth
20240912-14:54:32 wrote ae_001.pth
20240912-14:54:33 wrote ae_002.pth
20240912-14:54:34 wrote ae_003.pth
20240912-14:54:34 wrote ae_004.pth
20240912-14:54:35 wrote ae_005.pth
20240912-14:54:36 wrote ae_006.pth
20240912-14:54:36 wrote ae_007.pth
20240912-14:54:37 wrote ae_008.pth
20240912-14:54:38 wrote ae_009.pth
20240912-14:54:38 epoch_duration 2min46s next_finish 14:57:24
20240912-14:54:38 wrote state.pth
20240912-14:54:38 --- epoch 839 ----------------------------------------
20240912-14:54:38 current_test_accuracies 0.9559 0.9463 0.9524 0.9274 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:54:38 time_train=44165 time_c_quizzes=11046
20240912-14:54:38 nb_c_quizzes 3382
20240912-14:54:38 training model 3 (accuracy 0.9274486303329468)
20240912-14:54:38 training model 1 (accuracy 0.9462500214576721)
20240912-14:56:41 train_loss 839 model 1 0.011096214670018525
20240912-14:56:41 train_loss 839 model 3 0.011060727590163879
20240912-14:56:43 test_loss 839 model 1 0.00740309331704907
20240912-14:56:43 test_loss 839 model 3 0.006864414127994678
20240912-14:57:14 test_accuracy 839 model 3 nb_correct 774 / 820 (94.39%)
20240912-14:57:18 test_accuracy 839 model 1 nb_correct 762 / 813 (93.73%)
20240912-14:57:19 wrote ae_000.pth
20240912-14:57:20 wrote ae_001.pth
20240912-14:57:20 wrote ae_002.pth
20240912-14:57:21 wrote ae_003.pth
20240912-14:57:22 wrote ae_004.pth
20240912-14:57:23 wrote ae_005.pth
20240912-14:57:23 wrote ae_006.pth
20240912-14:57:24 wrote ae_007.pth
20240912-14:57:25 wrote ae_008.pth
20240912-14:57:25 wrote ae_009.pth
20240912-14:57:25 epoch_duration 2min47s next_finish 15:00:13
20240912-14:57:25 wrote state.pth
20240912-14:57:25 --- epoch 840 ----------------------------------------
20240912-14:57:25 current_test_accuracies 0.9559 0.9373 0.9524 0.9439 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-14:57:25 time_train=44325 time_c_quizzes=11046
20240912-14:57:25 nb_c_quizzes 3382
20240912-14:57:25 training model 1 (accuracy 0.937269389629364)
20240912-14:57:25 training model 3 (accuracy 0.9439024329185486)
20240912-14:59:29 train_loss 840 model 1 0.009814195768260106
20240912-14:59:29 train_loss 840 model 3 0.010806067363677356
20240912-14:59:31 test_loss 840 model 1 0.007123744831989143
20240912-14:59:31 test_loss 840 model 3 0.007374015255069821
20240912-15:00:03 test_accuracy 840 model 3 nb_correct 738 / 796 (92.71%)
20240912-15:00:05 test_accuracy 840 model 1 nb_correct 752 / 803 (93.65%)
20240912-15:00:06 wrote ae_000.pth
20240912-15:00:06 wrote ae_001.pth
20240912-15:00:07 wrote ae_002.pth
20240912-15:00:08 wrote ae_003.pth
20240912-15:00:08 wrote ae_004.pth
20240912-15:00:09 wrote ae_005.pth
20240912-15:00:10 wrote ae_006.pth
20240912-15:00:10 wrote ae_007.pth
20240912-15:00:11 wrote ae_008.pth
20240912-15:00:12 wrote ae_009.pth
20240912-15:00:12 epoch_duration 2min46s next_finish 15:02:58
20240912-15:00:12 wrote state.pth
20240912-15:00:12 --- epoch 841 ----------------------------------------
20240912-15:00:12 current_test_accuracies 0.9559 0.9365 0.9524 0.9271 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-15:00:12 time_train=44484 time_c_quizzes=11046
20240912-15:00:12 nb_c_quizzes 3382
20240912-15:00:12 training model 3 (accuracy 0.927135705947876)
20240912-15:00:12 training model 1 (accuracy 0.936488151550293)
20240912-15:02:15 train_loss 841 model 1 0.010589998017883772
20240912-15:02:15 train_loss 841 model 3 0.01112980525952662
20240912-15:02:17 test_loss 841 model 1 0.008083753794102222
20240912-15:02:17 test_loss 841 model 3 0.009054438909043939
20240912-15:02:50 test_accuracy 841 model 3 nb_correct 732 / 775 (94.45%)
20240912-15:02:51 test_accuracy 841 model 1 nb_correct 788 / 825 (95.52%)
20240912-15:02:51 wrote ae_000.pth
20240912-15:02:52 wrote ae_001.pth
20240912-15:02:53 wrote ae_002.pth
20240912-15:02:53 wrote ae_003.pth
20240912-15:02:54 wrote ae_004.pth
20240912-15:02:55 wrote ae_005.pth
20240912-15:02:56 wrote ae_006.pth
20240912-15:02:56 wrote ae_007.pth
20240912-15:02:57 wrote ae_008.pth
20240912-15:02:58 wrote ae_009.pth
20240912-15:02:58 epoch_duration 2min45s next_finish 15:05:43
20240912-15:02:58 wrote state.pth
20240912-15:02:58 --- epoch 842 ----------------------------------------
20240912-15:02:58 current_test_accuracies 0.9559 0.9552 0.9524 0.9445 0.9534 0.9659 0.9514 0.9509 0.9542 0.9581
20240912-15:02:58 time_train=44642 time_c_quizzes=11046
20240912-15:02:58 nb_c_quizzes 3382
20240912-15:02:58 training model 3 (accuracy 0.944516122341156)
20240912-15:02:58 training model 7 (accuracy 0.9508816003799438)
20240912-15:05:01 train_loss 842 model 3 0.01042009704314296
20240912-15:05:02 train_loss 842 model 7 0.012052776450920646
20240912-15:05:03 test_loss 842 model 3 0.006209643677578214
20240912-15:05:03 test_loss 842 model 7 0.008735142938905937
20240912-15:05:39 test_accuracy 842 model 3 nb_correct 731 / 799 (91.49%)
20240912-15:05:39 test_accuracy 842 model 7 nb_correct 726 / 798 (90.98%)
20240912-15:05:39 wrote ae_000.pth
20240912-15:05:40 wrote ae_001.pth
20240912-15:05:41 wrote ae_002.pth
20240912-15:05:42 wrote ae_003.pth
20240912-15:05:42 wrote ae_004.pth
20240912-15:05:43 wrote ae_005.pth
20240912-15:05:44 wrote ae_006.pth
20240912-15:05:44 wrote ae_007.pth
20240912-15:05:45 wrote ae_008.pth
20240912-15:05:46 wrote ae_009.pth
20240912-15:05:46 epoch_duration 2min47s next_finish 15:08:34
20240912-15:05:46 wrote state.pth
20240912-15:05:46 --- epoch 843 ----------------------------------------
20240912-15:05:46 current_test_accuracies 0.9559 0.9552 0.9524 0.9149 0.9534 0.9659 0.9514 0.9098 0.9542 0.9581
20240912-15:05:46 time_train=44803 time_c_quizzes=11046
20240912-15:05:46 nb_c_quizzes 3382
20240912-15:05:46 training model 7 (accuracy 0.9097744226455688)
20240912-15:05:46 training model 3 (accuracy 0.914893627166748)
20240912-15:07:50 train_loss 843 model 7 0.012326986076048343
20240912-15:07:50 train_loss 843 model 3 0.011269641693816083
20240912-15:07:51 test_loss 843 model 7 0.008524427023985481
20240912-15:07:52 test_loss 843 model 3 0.006689138840633291
20240912-15:08:25 test_accuracy 843 model 3 nb_correct 753 / 800 (94.12%)
20240912-15:08:30 test_accuracy 843 model 7 nb_correct 762 / 818 (93.15%)
20240912-15:08:30 wrote ae_000.pth
20240912-15:08:31 wrote ae_001.pth
20240912-15:08:32 wrote ae_002.pth
20240912-15:08:33 wrote ae_003.pth
20240912-15:08:33 wrote ae_004.pth
20240912-15:08:34 wrote ae_005.pth
20240912-15:08:35 wrote ae_006.pth
20240912-15:08:35 wrote ae_007.pth
20240912-15:08:36 wrote ae_008.pth
20240912-15:08:37 wrote ae_009.pth
20240912-15:08:37 epoch_duration 2min51s next_finish 15:11:28
20240912-15:08:37 wrote state.pth
20240912-15:08:37 --- epoch 844 ----------------------------------------
20240912-15:08:37 current_test_accuracies 0.9559 0.9552 0.9524 0.9413 0.9534 0.9659 0.9514 0.9315 0.9542 0.9581
20240912-15:08:37 time_train=44967 time_c_quizzes=11046
20240912-15:08:37 nb_c_quizzes 3382
20240912-15:08:37 training model 7 (accuracy 0.9315403699874878)
20240912-15:08:37 training model 3 (accuracy 0.9412500262260437)
20240912-15:10:40 train_loss 844 model 7 0.011672103119144595
20240912-15:10:40 train_loss 844 model 3 0.011229371507337419
20240912-15:10:42 test_loss 844 model 7 0.007517395243581859
20240912-15:10:42 test_loss 844 model 3 0.007361009592318624
20240912-15:11:15 test_accuracy 844 model 3 nb_correct 720 / 772 (93.26%)
20240912-15:11:18 test_accuracy 844 model 7 nb_correct 743 / 790 (94.05%)
20240912-15:11:19 wrote ae_000.pth
20240912-15:11:20 wrote ae_001.pth
20240912-15:11:21 wrote ae_002.pth
20240912-15:11:21 wrote ae_003.pth
20240912-15:11:22 wrote ae_004.pth
20240912-15:11:23 wrote ae_005.pth
20240912-15:11:23 wrote ae_006.pth
20240912-15:11:24 wrote ae_007.pth
20240912-15:11:25 wrote ae_008.pth
20240912-15:11:25 wrote ae_009.pth
20240912-15:11:25 epoch_duration 2min48s next_finish 15:14:14
20240912-15:11:26 wrote state.pth
20240912-15:11:26 --- epoch 845 ----------------------------------------
20240912-15:11:26 current_test_accuracies 0.9559 0.9552 0.9524 0.9326 0.9534 0.9659 0.9514 0.9405 0.9542 0.9581
20240912-15:11:26 time_train=45128 time_c_quizzes=11046
20240912-15:11:26 nb_c_quizzes 3382
20240912-15:11:26 training model 3 (accuracy 0.9326424598693848)
20240912-15:11:26 training model 7 (accuracy 0.9405063390731812)
20240912-15:13:29 train_loss 845 model 7 0.012079578513450543
20240912-15:13:29 train_loss 845 model 3 0.01062378888312105
20240912-15:13:30 test_loss 845 model 7 0.009382108582281034
20240912-15:13:30 test_loss 845 model 3 0.008013422805572646
20240912-15:14:06 test_accuracy 845 model 3 nb_correct 741 / 794 (93.32%)
20240912-15:14:08 test_accuracy 845 model 7 nb_correct 761 / 808 (94.18%)
20240912-15:14:08 wrote ae_000.pth
20240912-15:14:09 wrote ae_001.pth
20240912-15:14:10 wrote ae_002.pth
20240912-15:14:11 wrote ae_003.pth
20240912-15:14:11 wrote ae_004.pth
20240912-15:14:12 wrote ae_005.pth
20240912-15:14:13 wrote ae_006.pth
20240912-15:14:13 wrote ae_007.pth
20240912-15:14:14 wrote ae_008.pth
20240912-15:14:15 wrote ae_009.pth
20240912-15:14:15 epoch_duration 2min49s next_finish 15:17:04
20240912-15:14:15 wrote state.pth
20240912-15:14:15 --- epoch 846 ----------------------------------------
20240912-15:14:15 current_test_accuracies 0.9559 0.9552 0.9524 0.9332 0.9534 0.9659 0.9514 0.9418 0.9542 0.9581
20240912-15:14:15 time_train=45290 time_c_quizzes=11046
20240912-15:14:15 nb_c_quizzes 3382
20240912-15:14:15 training model 3 (accuracy 0.9332493543624878)
20240912-15:14:15 training model 7 (accuracy 0.9418317079544067)
20240912-15:16:18 train_loss 846 model 3 0.010257918210563731
20240912-15:16:18 train_loss 846 model 7 0.012040814535961545
20240912-15:16:20 test_loss 846 model 3 0.0052480360314064
20240912-15:16:20 test_loss 846 model 7 0.009848993160949249
20240912-15:16:53 test_accuracy 846 model 3 nb_correct 779 / 811 (96.05%)
20240912-15:16:53 test_accuracy 846 model 7 nb_correct 751 / 802 (93.64%)
20240912-15:16:54 wrote ae_000.pth
20240912-15:16:55 wrote ae_001.pth
20240912-15:16:55 wrote ae_002.pth
20240912-15:16:56 wrote ae_003.pth
20240912-15:16:57 wrote ae_004.pth
20240912-15:16:58 wrote ae_005.pth
20240912-15:16:58 wrote ae_006.pth
20240912-15:16:59 wrote ae_007.pth
20240912-15:17:00 wrote ae_008.pth
20240912-15:17:00 wrote ae_009.pth
20240912-15:17:00 epoch_duration 2min45s next_finish 15:19:46
20240912-15:17:00 wrote state.pth
20240912-15:17:00 --- epoch 847 ----------------------------------------
20240912-15:17:00 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9514 0.9364 0.9542 0.9581
20240912-15:17:00 time_train=45448 time_c_quizzes=11046
20240912-15:17:00 nb_c_quizzes 3382
20240912-15:17:00 training model 7 (accuracy 0.9364089965820312)
20240912-15:17:00 training model 6 (accuracy 0.9514321088790894)
20240912-15:19:04 train_loss 847 model 7 0.012117684062459375
20240912-15:19:04 train_loss 847 model 6 0.01208048739820515
20240912-15:19:05 test_loss 847 model 7 0.00751775207056653
20240912-15:19:05 test_loss 847 model 6 0.010698412479518993
20240912-15:19:40 test_accuracy 847 model 6 nb_correct 765 / 822 (93.07%)
20240912-15:19:41 test_accuracy 847 model 7 nb_correct 745 / 802 (92.89%)
20240912-15:19:41 wrote ae_000.pth
20240912-15:19:42 wrote ae_001.pth
20240912-15:19:43 wrote ae_002.pth
20240912-15:19:43 wrote ae_003.pth
20240912-15:19:44 wrote ae_004.pth
20240912-15:19:45 wrote ae_005.pth
20240912-15:19:45 wrote ae_006.pth
20240912-15:19:46 wrote ae_007.pth
20240912-15:19:47 wrote ae_008.pth
20240912-15:19:47 wrote ae_009.pth
20240912-15:19:47 epoch_duration 2min47s next_finish 15:22:35
20240912-15:19:47 wrote state.pth
20240912-15:19:47 --- epoch 848 ----------------------------------------
20240912-15:19:47 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9307 0.9289 0.9542 0.9581
20240912-15:19:47 time_train=45608 time_c_quizzes=11046
20240912-15:19:47 nb_c_quizzes 3382
20240912-15:19:47 training model 7 (accuracy 0.9289276599884033)
20240912-15:19:47 training model 6 (accuracy 0.930656909942627)
20240912-15:21:51 train_loss 848 model 7 0.012181630535829754
20240912-15:21:51 train_loss 848 model 6 0.011470325439817316
20240912-15:21:52 test_loss 848 model 7 0.006872456226096802
20240912-15:21:52 test_loss 848 model 6 0.009404460299356288
20240912-15:22:28 test_accuracy 848 model 6 nb_correct 763 / 809 (94.31%)
20240912-15:22:29 test_accuracy 848 model 7 nb_correct 733 / 790 (92.78%)
20240912-15:22:30 wrote ae_000.pth
20240912-15:22:30 wrote ae_001.pth
20240912-15:22:31 wrote ae_002.pth
20240912-15:22:32 wrote ae_003.pth
20240912-15:22:32 wrote ae_004.pth
20240912-15:22:33 wrote ae_005.pth
20240912-15:22:34 wrote ae_006.pth
20240912-15:22:35 wrote ae_007.pth
20240912-15:22:35 wrote ae_008.pth
20240912-15:22:36 wrote ae_009.pth
20240912-15:22:36 epoch_duration 2min48s next_finish 15:25:24
20240912-15:22:36 wrote state.pth
20240912-15:22:36 --- epoch 849 ----------------------------------------
20240912-15:22:36 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9431 0.9278 0.9542 0.9581
20240912-15:22:36 time_train=45769 time_c_quizzes=11046
20240912-15:22:36 nb_c_quizzes 3382
20240912-15:22:36 training model 7 (accuracy 0.9278481006622314)
20240912-15:22:36 training model 6 (accuracy 0.9431396722793579)
20240912-15:24:39 train_loss 849 model 6 0.011397047917802411
20240912-15:24:39 train_loss 849 model 7 0.011947074668158166
20240912-15:24:41 test_loss 849 model 6 0.009348359602907409
20240912-15:24:41 test_loss 849 model 7 0.00997306491603922
20240912-15:25:13 test_accuracy 849 model 7 nb_correct 767 / 809 (94.81%)
20240912-15:25:14 test_accuracy 849 model 6 nb_correct 742 / 796 (93.22%)
20240912-15:25:14 wrote ae_000.pth
20240912-15:25:15 wrote ae_001.pth
20240912-15:25:16 wrote ae_002.pth
20240912-15:25:16 wrote ae_003.pth
20240912-15:25:17 wrote ae_004.pth
20240912-15:25:18 wrote ae_005.pth
20240912-15:25:18 wrote ae_006.pth
20240912-15:25:19 wrote ae_007.pth
20240912-15:25:20 wrote ae_008.pth
20240912-15:25:21 wrote ae_009.pth
20240912-15:25:21 epoch_duration 2min44s next_finish 15:28:05
20240912-15:25:21 wrote state.pth
20240912-15:25:21 --- epoch 850 ----------------------------------------
20240912-15:25:21 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9322 0.9481 0.9542 0.9581
20240912-15:25:21 time_train=45926 time_c_quizzes=11046
20240912-15:25:21 nb_c_quizzes 3382
20240912-15:25:21 training model 6 (accuracy 0.9321607947349548)
20240912-15:25:21 training model 7 (accuracy 0.9480840563774109)
20240912-15:27:24 train_loss 850 model 6 0.011600714290208997
20240912-15:27:24 train_loss 850 model 7 0.01172399240856612
20240912-15:27:26 test_loss 850 model 6 0.006866758684873275
20240912-15:27:26 test_loss 850 model 7 0.005609573605420337
20240912-15:27:58 test_accuracy 850 model 6 nb_correct 745 / 787 (94.66%)
20240912-15:28:02 test_accuracy 850 model 7 nb_correct 754 / 808 (93.32%)
20240912-15:28:02 wrote ae_000.pth
20240912-15:28:03 wrote ae_001.pth
20240912-15:28:04 wrote ae_002.pth
20240912-15:28:04 wrote ae_003.pth
20240912-15:28:05 wrote ae_004.pth
20240912-15:28:06 wrote ae_005.pth
20240912-15:28:07 wrote ae_006.pth
20240912-15:28:07 wrote ae_007.pth
20240912-15:28:08 wrote ae_008.pth
20240912-15:28:09 wrote ae_009.pth
20240912-15:28:09 epoch_duration 2min48s next_finish 15:30:57
20240912-15:28:09 wrote state.pth
20240912-15:28:09 --- epoch 851 ----------------------------------------
20240912-15:28:09 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9466 0.9332 0.9542 0.9581
20240912-15:28:09 time_train=46087 time_c_quizzes=11046
20240912-15:28:09 nb_c_quizzes 3382
20240912-15:28:09 training model 7 (accuracy 0.9331682920455933)
20240912-15:28:09 training model 6 (accuracy 0.9466328024864197)
20240912-15:30:12 train_loss 851 model 6 0.011382477717637812
20240912-15:30:12 train_loss 851 model 7 0.012033249914042244
20240912-15:30:14 test_loss 851 model 6 0.004903733577799585
20240912-15:30:14 test_loss 851 model 7 0.005701734189500485
20240912-15:30:48 test_accuracy 851 model 7 nb_correct 750 / 795 (94.34%)
20240912-15:30:51 test_accuracy 851 model 6 nb_correct 757 / 795 (95.22%)
20240912-15:30:51 wrote ae_000.pth
20240912-15:30:52 wrote ae_001.pth
20240912-15:30:53 wrote ae_002.pth
20240912-15:30:53 wrote ae_003.pth
20240912-15:30:54 wrote ae_004.pth
20240912-15:30:55 wrote ae_005.pth
20240912-15:30:55 wrote ae_006.pth
20240912-15:30:56 wrote ae_007.pth
20240912-15:30:57 wrote ae_008.pth
20240912-15:30:57 wrote ae_009.pth
20240912-15:30:57 epoch_duration 2min48s next_finish 15:33:46
20240912-15:30:57 wrote state.pth
20240912-15:30:57 --- epoch 852 ----------------------------------------
20240912-15:30:57 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9522 0.9434 0.9542 0.9581
20240912-15:30:57 time_train=46248 time_c_quizzes=11046
20240912-15:30:57 nb_c_quizzes 3382
20240912-15:30:57 training model 7 (accuracy 0.9433962106704712)
20240912-15:30:57 training model 6 (accuracy 0.952201247215271)
20240912-15:33:01 train_loss 852 model 7 0.011930588081348106
20240912-15:33:01 train_loss 852 model 6 0.012094626695288753
20240912-15:33:03 test_loss 852 model 7 0.006857741568455822
20240912-15:33:03 test_loss 852 model 6 0.009849945674113769
20240912-15:33:37 test_accuracy 852 model 7 nb_correct 741 / 786 (94.27%)
20240912-15:33:42 test_accuracy 852 model 6 nb_correct 732 / 779 (93.97%)
20240912-15:33:43 wrote ae_000.pth
20240912-15:33:44 wrote ae_001.pth
20240912-15:33:45 wrote ae_002.pth
20240912-15:33:45 wrote ae_003.pth
20240912-15:33:46 wrote ae_004.pth
20240912-15:33:47 wrote ae_005.pth
20240912-15:33:47 wrote ae_006.pth
20240912-15:33:48 wrote ae_007.pth
20240912-15:33:49 wrote ae_008.pth
20240912-15:33:49 wrote ae_009.pth
20240912-15:33:49 epoch_duration 2min52s next_finish 15:36:42
20240912-15:33:49 wrote state.pth
20240912-15:33:49 --- epoch 853 ----------------------------------------
20240912-15:33:49 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9397 0.9427 0.9542 0.9581
20240912-15:33:49 time_train=46412 time_c_quizzes=11046
20240912-15:33:49 nb_c_quizzes 3382
20240912-15:33:49 training model 6 (accuracy 0.939666211605072)
20240912-15:33:49 training model 7 (accuracy 0.9427480697631836)
20240912-15:35:53 train_loss 853 model 6 0.011372678879002706
20240912-15:35:53 train_loss 853 model 7 0.011973361970736732
20240912-15:35:55 test_loss 853 model 6 0.005463893524483865
20240912-15:35:55 test_loss 853 model 7 0.009709598118843133
20240912-15:36:28 test_accuracy 853 model 6 nb_correct 781 / 827 (94.44%)
20240912-15:36:30 test_accuracy 853 model 7 nb_correct 770 / 821 (93.79%)
20240912-15:36:31 wrote ae_000.pth
20240912-15:36:32 wrote ae_001.pth
20240912-15:36:32 wrote ae_002.pth
20240912-15:36:33 wrote ae_003.pth
20240912-15:36:34 wrote ae_004.pth
20240912-15:36:34 wrote ae_005.pth
20240912-15:36:35 wrote ae_006.pth
20240912-15:36:36 wrote ae_007.pth
20240912-15:36:36 wrote ae_008.pth
20240912-15:36:37 wrote ae_009.pth
20240912-15:36:37 epoch_duration 2min47s next_finish 15:39:25
20240912-15:36:37 wrote state.pth
20240912-15:36:37 --- epoch 854 ----------------------------------------
20240912-15:36:37 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9444 0.9379 0.9542 0.9581
20240912-15:36:37 time_train=46572 time_c_quizzes=11046
20240912-15:36:37 nb_c_quizzes 3382
20240912-15:36:37 training model 7 (accuracy 0.9378806352615356)
20240912-15:36:37 training model 6 (accuracy 0.9443772435188293)
20240912-15:38:41 train_loss 854 model 7 0.012025977181972848
20240912-15:38:41 train_loss 854 model 6 0.01101612237793961
20240912-15:38:42 test_loss 854 model 7 0.005875594366528958
20240912-15:38:42 test_loss 854 model 6 0.007352178567384726
20240912-15:39:16 test_accuracy 854 model 6 nb_correct 768 / 806 (95.29%)
20240912-15:39:16 test_accuracy 854 model 7 nb_correct 726 / 778 (93.32%)
20240912-15:39:17 wrote ae_000.pth
20240912-15:39:18 wrote ae_001.pth
20240912-15:39:18 wrote ae_002.pth
20240912-15:39:19 wrote ae_003.pth
20240912-15:39:20 wrote ae_004.pth
20240912-15:39:20 wrote ae_005.pth
20240912-15:39:21 wrote ae_006.pth
20240912-15:39:22 wrote ae_007.pth
20240912-15:39:23 wrote ae_008.pth
20240912-15:39:23 wrote ae_009.pth
20240912-15:39:23 epoch_duration 2min46s next_finish 15:42:09
20240912-15:39:23 wrote state.pth
20240912-15:39:23 --- epoch 855 ----------------------------------------
20240912-15:39:23 current_test_accuracies 0.9559 0.9552 0.9524 0.9605 0.9534 0.9659 0.9529 0.9332 0.9542 0.9581
20240912-15:39:23 time_train=46731 time_c_quizzes=11046
20240912-15:39:23 nb_c_quizzes 3382
20240912-15:39:23 training model 7 (accuracy 0.9331619739532471)
20240912-15:39:23 training model 2 (accuracy 0.9523809552192688)
20240912-15:41:27 train_loss 855 model 7 0.012059435156053951
20240912-15:41:27 train_loss 855 model 2 0.012089081138637993
20240912-15:41:28 test_loss 855 model 7 0.009728887362211936
20240912-15:41:28 test_loss 855 model 2 0.00860066730338076
20240912-15:42:02 test_accuracy 855 model 2 nb_correct 740 / 804 (92.04%)
20240912-15:42:04 test_accuracy 855 model 7 nb_correct 746 / 788 (94.67%)
20240912-15:42:04 wrote ae_000.pth
20240912-15:42:05 wrote ae_001.pth
20240912-15:42:06 wrote ae_002.pth
20240912-15:42:07 wrote ae_003.pth
20240912-15:42:07 wrote ae_004.pth
20240912-15:42:08 wrote ae_005.pth
20240912-15:42:09 wrote ae_006.pth
20240912-15:42:09 wrote ae_007.pth
20240912-15:42:10 wrote ae_008.pth
20240912-15:42:11 wrote ae_009.pth
20240912-15:42:11 epoch_duration 2min47s next_finish 15:44:58
20240912-15:42:11 wrote state.pth
20240912-15:42:11 --- epoch 856 ----------------------------------------
20240912-15:42:11 current_test_accuracies 0.9559 0.9552 0.9204 0.9605 0.9534 0.9659 0.9529 0.9467 0.9542 0.9581
20240912-15:42:11 time_train=46891 time_c_quizzes=11046
20240912-15:42:11 nb_c_quizzes 3382
20240912-15:42:11 training model 2 (accuracy 0.9203979969024658)
20240912-15:42:11 training model 7 (accuracy 0.9467005133628845)
20240912-15:44:14 train_loss 856 model 7 0.011546262848507467
20240912-15:44:14 train_loss 856 model 2 0.012684565248782746
20240912-15:44:16 test_loss 856 model 7 0.008195300734382727
20240912-15:44:16 test_loss 856 model 2 0.008367202552926755
20240912-15:44:49 test_accuracy 856 model 2 nb_correct 762 / 822 (92.70%)
20240912-15:44:50 test_accuracy 856 model 7 nb_correct 767 / 809 (94.81%)
20240912-15:44:51 wrote ae_000.pth
20240912-15:44:52 wrote ae_001.pth
20240912-15:44:52 wrote ae_002.pth
20240912-15:44:53 wrote ae_003.pth
20240912-15:44:54 wrote ae_004.pth
20240912-15:44:54 wrote ae_005.pth
20240912-15:44:55 wrote ae_006.pth
20240912-15:44:56 wrote ae_007.pth
20240912-15:44:57 wrote ae_008.pth
20240912-15:44:57 wrote ae_009.pth
20240912-15:44:57 epoch_duration 2min46s next_finish 15:47:44
20240912-15:44:57 wrote state.pth
20240912-15:44:57 --- epoch 857 ----------------------------------------
20240912-15:44:57 current_test_accuracies 0.9559 0.9552 0.9270 0.9605 0.9534 0.9659 0.9529 0.9481 0.9542 0.9581
20240912-15:44:57 time_train=47050 time_c_quizzes=11046
20240912-15:44:57 nb_c_quizzes 3382
20240912-15:44:57 training model 2 (accuracy 0.9270073175430298)
20240912-15:44:57 training model 7 (accuracy 0.9480840563774109)
20240912-15:47:01 train_loss 857 model 2 0.012015940327532008
20240912-15:47:01 train_loss 857 model 7 0.011479297985097218
20240912-15:47:02 test_loss 857 model 2 0.008084077742091722
20240912-15:47:02 test_loss 857 model 7 0.009646899666995523
20240912-15:47:38 test_accuracy 857 model 7 nb_correct 749 / 818 (91.56%)
20240912-15:47:41 test_accuracy 857 model 2 nb_correct 735 / 780 (94.23%)
20240912-15:47:42 wrote ae_000.pth
20240912-15:47:43 wrote ae_001.pth
20240912-15:47:44 wrote ae_002.pth
20240912-15:47:44 wrote ae_003.pth
20240912-15:47:45 wrote ae_004.pth
20240912-15:47:46 wrote ae_005.pth
20240912-15:47:46 wrote ae_006.pth
20240912-15:47:47 wrote ae_007.pth
20240912-15:47:48 wrote ae_008.pth
20240912-15:47:48 wrote ae_009.pth
20240912-15:47:48 epoch_duration 2min51s next_finish 15:50:40
20240912-15:47:48 wrote state.pth
20240912-15:47:48 --- epoch 858 ----------------------------------------
20240912-15:47:48 current_test_accuracies 0.9559 0.9552 0.9423 0.9605 0.9534 0.9659 0.9529 0.9156 0.9542 0.9581
20240912-15:47:48 time_train=47214 time_c_quizzes=11046
20240912-15:47:48 nb_c_quizzes 3382
20240912-15:47:48 training model 7 (accuracy 0.9156479239463806)
20240912-15:47:48 training model 2 (accuracy 0.942307710647583)
20240912-15:49:52 train_loss 858 model 2 0.012087039725516661
20240912-15:49:52 train_loss 858 model 7 0.011052397603912141
20240912-15:49:53 test_loss 858 model 2 0.007756277068247641
20240912-15:49:53 test_loss 858 model 7 0.006904104470453376
20240912-15:50:28 test_accuracy 858 model 7 nb_correct 765 / 806 (94.91%)
20240912-15:50:32 test_accuracy 858 model 2 nb_correct 751 / 812 (92.49%)
20240912-15:50:33 wrote ae_000.pth
20240912-15:50:34 wrote ae_001.pth
20240912-15:50:34 wrote ae_002.pth
20240912-15:50:35 wrote ae_003.pth
20240912-15:50:36 wrote ae_004.pth
20240912-15:50:36 wrote ae_005.pth
20240912-15:50:37 wrote ae_006.pth
20240912-15:50:38 wrote ae_007.pth
20240912-15:50:38 wrote ae_008.pth
20240912-15:50:39 wrote ae_009.pth
20240912-15:50:39 epoch_duration 2min50s next_finish 15:53:30
20240912-15:50:39 wrote state.pth
20240912-15:50:39 --- epoch 859 ----------------------------------------
20240912-15:50:39 current_test_accuracies 0.9559 0.9552 0.9249 0.9605 0.9534 0.9659 0.9529 0.9491 0.9542 0.9581
20240912-15:50:39 time_train=47377 time_c_quizzes=11046
20240912-15:50:39 nb_c_quizzes 3382
20240912-15:50:39 training model 2 (accuracy 0.924876868724823)
20240912-15:50:39 training model 7 (accuracy 0.9491314888000488)
20240912-15:52:42 train_loss 859 model 2 0.011389547533412042
20240912-15:52:43 train_loss 859 model 7 0.011918585223389528
20240912-15:52:44 test_loss 859 model 2 0.007817977338515903
20240912-15:52:44 test_loss 859 model 7 0.007265896202976308
20240912-15:53:17 test_accuracy 859 model 7 nb_correct 771 / 816 (94.49%)
20240912-15:53:23 test_accuracy 859 model 2 nb_correct 728 / 797 (91.34%)
20240912-15:53:24 wrote ae_000.pth
20240912-15:53:25 wrote ae_001.pth
20240912-15:53:25 wrote ae_002.pth
20240912-15:53:26 wrote ae_003.pth
20240912-15:53:27 wrote ae_004.pth
20240912-15:53:27 wrote ae_005.pth
20240912-15:53:28 wrote ae_006.pth
20240912-15:53:29 wrote ae_007.pth
20240912-15:53:29 wrote ae_008.pth
20240912-15:53:30 wrote ae_009.pth
20240912-15:53:30 epoch_duration 2min50s next_finish 15:56:21
20240912-15:53:30 wrote state.pth
20240912-15:53:30 --- epoch 860 ----------------------------------------
20240912-15:53:30 current_test_accuracies 0.9559 0.9552 0.9134 0.9605 0.9534 0.9659 0.9529 0.9449 0.9542 0.9581
20240912-15:53:30 time_train=47541 time_c_quizzes=11046
20240912-15:53:30 nb_c_quizzes 3382
20240912-15:53:30 training model 2 (accuracy 0.9134253263473511)
20240912-15:53:30 training model 7 (accuracy 0.9448529481887817)
20240912-15:55:33 train_loss 860 model 2 0.011858517127613596
20240912-15:55:34 train_loss 860 model 7 0.011560857963815578
20240912-15:55:35 test_loss 860 model 2 0.005379633692083985
20240912-15:55:35 test_loss 860 model 7 0.006720826941796076
20240912-15:56:10 test_accuracy 860 model 7 nb_correct 756 / 812 (93.10%)
20240912-15:56:11 test_accuracy 860 model 2 nb_correct 739 / 787 (93.90%)
20240912-15:56:12 wrote ae_000.pth
20240912-15:56:13 wrote ae_001.pth
20240912-15:56:13 wrote ae_002.pth
20240912-15:56:14 wrote ae_003.pth
20240912-15:56:15 wrote ae_004.pth
20240912-15:56:15 wrote ae_005.pth
20240912-15:56:16 wrote ae_006.pth
20240912-15:56:17 wrote ae_007.pth
20240912-15:56:17 wrote ae_008.pth
20240912-15:56:18 wrote ae_009.pth
20240912-15:56:18 epoch_duration 2min47s next_finish 15:59:06
20240912-15:56:18 wrote state.pth
20240912-15:56:18 --- epoch 861 ----------------------------------------
20240912-15:56:18 current_test_accuracies 0.9559 0.9552 0.9390 0.9605 0.9534 0.9659 0.9529 0.9310 0.9542 0.9581
20240912-15:56:18 time_train=47701 time_c_quizzes=11046
20240912-15:56:18 nb_c_quizzes 3382
20240912-15:56:18 training model 7 (accuracy 0.931034505367279)
20240912-15:56:18 training model 2 (accuracy 0.939008891582489)
20240912-15:58:22 train_loss 861 model 7 0.011688573921608622
20240912-15:58:22 train_loss 861 model 2 0.01168894086218279
20240912-15:58:23 test_loss 861 model 7 0.009077843328350354
20240912-15:58:23 test_loss 861 model 2 0.008492779850676868
20240912-15:58:59 test_accuracy 861 model 7 nb_correct 774 / 814 (95.09%)
20240912-15:59:01 test_accuracy 861 model 2 nb_correct 747 / 796 (93.84%)
20240912-15:59:01 wrote ae_000.pth
20240912-15:59:02 wrote ae_001.pth
20240912-15:59:03 wrote ae_002.pth
20240912-15:59:04 wrote ae_003.pth
20240912-15:59:04 wrote ae_004.pth
20240912-15:59:05 wrote ae_005.pth
20240912-15:59:06 wrote ae_006.pth
20240912-15:59:06 wrote ae_007.pth
20240912-15:59:07 wrote ae_008.pth
20240912-15:59:08 wrote ae_009.pth
20240912-15:59:08 epoch_duration 2min49s next_finish 16:01:57
20240912-15:59:08 wrote state.pth
20240912-15:59:08 --- epoch 862 ----------------------------------------
20240912-15:59:08 current_test_accuracies 0.9559 0.9552 0.9384 0.9605 0.9534 0.9659 0.9529 0.9509 0.9542 0.9581
20240912-15:59:08 time_train=47863 time_c_quizzes=11046
20240912-15:59:08 nb_c_quizzes 3382
20240912-15:59:08 training model 2 (accuracy 0.9384422302246094)
20240912-15:59:08 training model 7 (accuracy 0.9508599638938904)
20240912-16:01:12 train_loss 862 model 2 0.011505123348128109
20240912-16:01:12 train_loss 862 model 7 0.012768155770239901
20240912-16:01:13 test_loss 862 model 2 0.010304703846941266
20240912-16:01:13 test_loss 862 model 7 0.007691461839999647
20240912-16:01:51 test_accuracy 862 model 2 nb_correct 733 / 805 (91.06%)
20240912-16:01:52 test_accuracy 862 model 7 nb_correct 752 / 807 (93.18%)
20240912-16:01:52 wrote ae_000.pth
20240912-16:01:53 wrote ae_001.pth
20240912-16:01:54 wrote ae_002.pth
20240912-16:01:54 wrote ae_003.pth
20240912-16:01:55 wrote ae_004.pth
20240912-16:01:56 wrote ae_005.pth
20240912-16:01:57 wrote ae_006.pth
20240912-16:01:57 wrote ae_007.pth
20240912-16:01:58 wrote ae_008.pth
20240912-16:01:59 wrote ae_009.pth
20240912-16:01:59 epoch_duration 2min50s next_finish 16:04:50
20240912-16:01:59 wrote state.pth
20240912-16:01:59 --- epoch 863 ----------------------------------------
20240912-16:01:59 current_test_accuracies 0.9559 0.9552 0.9106 0.9605 0.9534 0.9659 0.9529 0.9318 0.9542 0.9581
20240912-16:01:59 time_train=48026 time_c_quizzes=11046
20240912-16:01:59 nb_c_quizzes 3382
20240912-16:01:59 training model 2 (accuracy 0.9105589985847473)
20240912-16:01:59 training model 7 (accuracy 0.9318463206291199)
20240912-16:04:02 train_loss 863 model 2 0.012804606011686702
20240912-16:04:02 train_loss 863 model 7 0.011803140317759244
20240912-16:04:04 test_loss 863 model 2 0.007386555205221157
20240912-16:04:04 test_loss 863 model 7 0.010043474284944408
20240912-16:04:37 test_accuracy 863 model 2 nb_correct 756 / 796 (94.97%)
20240912-16:04:39 test_accuracy 863 model 7 nb_correct 748 / 792 (94.44%)
20240912-16:04:39 wrote ae_000.pth
20240912-16:04:40 wrote ae_001.pth
20240912-16:04:41 wrote ae_002.pth
20240912-16:04:41 wrote ae_003.pth
20240912-16:04:42 wrote ae_004.pth
20240912-16:04:43 wrote ae_005.pth
20240912-16:04:44 wrote ae_006.pth
20240912-16:04:44 wrote ae_007.pth
20240912-16:04:45 wrote ae_008.pth
20240912-16:04:46 wrote ae_009.pth
20240912-16:04:46 epoch_duration 2min46s next_finish 16:07:32
20240912-16:04:46 wrote state.pth
20240912-16:04:46 --- epoch 864 ----------------------------------------
20240912-16:04:46 current_test_accuracies 0.9559 0.9552 0.9497 0.9605 0.9534 0.9659 0.9529 0.9444 0.9542 0.9581
20240912-16:04:46 time_train=48185 time_c_quizzes=11046
20240912-16:04:46 nb_c_quizzes 3382
20240912-16:04:46 training model 7 (accuracy 0.9444444179534912)
20240912-16:04:46 training model 2 (accuracy 0.9497487545013428)
20240912-16:06:49 train_loss 864 model 2 0.012308515149628874
20240912-16:06:49 train_loss 864 model 7 0.011311805325423847
20240912-16:06:51 test_loss 864 model 2 0.008694426523126709
20240912-16:06:51 test_loss 864 model 7 0.009450699141484619
20240912-16:07:28 test_accuracy 864 model 7 nb_correct 758 / 797 (95.11%)
20240912-16:07:29 test_accuracy 864 model 2 nb_correct 757 / 803 (94.27%)
20240912-16:07:30 wrote ae_000.pth
20240912-16:07:31 wrote ae_001.pth
20240912-16:07:32 wrote ae_002.pth
20240912-16:07:32 wrote ae_003.pth
20240912-16:07:33 wrote ae_004.pth
20240912-16:07:34 wrote ae_005.pth
20240912-16:07:34 wrote ae_006.pth
20240912-16:07:35 wrote ae_007.pth
20240912-16:07:36 wrote ae_008.pth
20240912-16:07:36 wrote ae_009.pth
20240912-16:07:36 epoch_duration 2min50s next_finish 16:10:27
20240912-16:07:36 wrote state.pth
20240912-16:07:36 --- epoch 865 ----------------------------------------
20240912-16:07:36 current_test_accuracies 0.9559 0.9552 0.9427 0.9605 0.9534 0.9659 0.9529 0.9511 0.9542 0.9581
20240912-16:07:36 time_train=48348 time_c_quizzes=11046
20240912-16:07:36 nb_c_quizzes 3382
20240912-16:07:36 training model 2 (accuracy 0.9427148103713989)
20240912-16:07:36 training model 7 (accuracy 0.9510664939880371)
20240912-16:09:40 train_loss 865 model 7 0.011472745386976384
20240912-16:09:40 train_loss 865 model 2 0.011213428938492143
20240912-16:09:41 test_loss 865 model 7 0.008020101408857273
20240912-16:09:41 test_loss 865 model 2 0.01044299121649601
20240912-16:10:15 test_accuracy 865 model 7 nb_correct 777 / 824 (94.30%)
20240912-16:10:17 test_accuracy 865 model 2 nb_correct 740 / 797 (92.85%)
20240912-16:10:18 wrote ae_000.pth
20240912-16:10:18 wrote ae_001.pth
20240912-16:10:19 wrote ae_002.pth
20240912-16:10:20 wrote ae_003.pth
20240912-16:10:20 wrote ae_004.pth
20240912-16:10:21 wrote ae_005.pth
20240912-16:10:22 wrote ae_006.pth
20240912-16:10:23 wrote ae_007.pth
20240912-16:10:23 wrote ae_008.pth
20240912-16:10:24 wrote ae_009.pth
20240912-16:10:24 epoch_duration 2min47s next_finish 16:13:11
20240912-16:10:24 wrote state.pth
20240912-16:10:24 --- epoch 866 ----------------------------------------
20240912-16:10:24 current_test_accuracies 0.9559 0.9552 0.9285 0.9605 0.9534 0.9659 0.9529 0.9430 0.9542 0.9581
20240912-16:10:24 time_train=48508 time_c_quizzes=11046
20240912-16:10:24 nb_c_quizzes 3382
20240912-16:10:24 training model 2 (accuracy 0.9284818172454834)
20240912-16:10:24 training model 7 (accuracy 0.9429611563682556)
20240912-16:12:27 train_loss 866 model 7 0.011817365521945249
20240912-16:12:27 train_loss 866 model 2 0.012043323790703653
20240912-16:12:29 test_loss 866 model 7 0.012580797610644368
20240912-16:12:29 test_loss 866 model 2 0.008912733129018946
20240912-16:13:03 test_accuracy 866 model 2 nb_correct 746 / 797 (93.60%)
20240912-16:13:10 test_accuracy 866 model 7 nb_correct 738 / 799 (92.37%)
20240912-16:13:10 wrote ae_000.pth
20240912-16:13:11 wrote ae_001.pth
20240912-16:13:12 wrote ae_002.pth
20240912-16:13:12 wrote ae_003.pth
20240912-16:13:13 wrote ae_004.pth
20240912-16:13:14 wrote ae_005.pth
20240912-16:13:14 wrote ae_006.pth
20240912-16:13:15 wrote ae_007.pth
20240912-16:13:16 wrote ae_008.pth
20240912-16:13:16 wrote ae_009.pth
20240912-16:13:16 epoch_duration 2min52s next_finish 16:16:09
20240912-16:13:17 wrote state.pth
20240912-16:13:17 --- epoch 867 ----------------------------------------
20240912-16:13:17 current_test_accuracies 0.9559 0.9552 0.9360 0.9605 0.9534 0.9659 0.9529 0.9237 0.9542 0.9581
20240912-16:13:17 time_train=48673 time_c_quizzes=11046
20240912-16:13:17 nb_c_quizzes 3382
20240912-16:13:17 training model 7 (accuracy 0.9236545562744141)
20240912-16:13:17 training model 2 (accuracy 0.9360100626945496)
20240912-16:15:20 train_loss 867 model 2 0.011707929817309377
20240912-16:15:20 train_loss 867 model 7 0.01146107810196918
20240912-16:15:22 test_loss 867 model 2 0.00987394052289119
20240912-16:15:22 test_loss 867 model 7 0.007349239811111375
20240912-16:15:56 test_accuracy 867 model 7 nb_correct 746 / 787 (94.79%)
20240912-16:15:57 test_accuracy 867 model 2 nb_correct 762 / 814 (93.61%)
20240912-16:15:58 wrote ae_000.pth
20240912-16:15:59 wrote ae_001.pth
20240912-16:16:00 wrote ae_002.pth
20240912-16:16:00 wrote ae_003.pth
20240912-16:16:01 wrote ae_004.pth
20240912-16:16:02 wrote ae_005.pth
20240912-16:16:02 wrote ae_006.pth
20240912-16:16:03 wrote ae_007.pth
20240912-16:16:04 wrote ae_008.pth
20240912-16:16:04 wrote ae_009.pth
20240912-16:16:04 epoch_duration 2min47s next_finish 16:18:52
20240912-16:16:04 wrote state.pth
20240912-16:16:04 --- epoch 868 ----------------------------------------
20240912-16:16:04 current_test_accuracies 0.9559 0.9552 0.9361 0.9605 0.9534 0.9659 0.9529 0.9479 0.9542 0.9581
20240912-16:16:04 time_train=48833 time_c_quizzes=11046
20240912-16:16:04 nb_c_quizzes 3382
20240912-16:16:04 training model 2 (accuracy 0.936117947101593)
20240912-16:16:04 training model 7 (accuracy 0.9479034543037415)
20240912-16:18:08 train_loss 868 model 7 0.01221030914567018
20240912-16:18:08 train_loss 868 model 2 0.011975499051623047
20240912-16:18:09 test_loss 868 model 7 0.008095794609909035
20240912-16:18:09 test_loss 868 model 2 0.008421717439267696
20240912-16:18:45 test_accuracy 868 model 2 nb_correct 734 / 791 (92.79%)
20240912-16:18:46 test_accuracy 868 model 7 nb_correct 776 / 817 (94.98%)
20240912-16:18:47 wrote ae_000.pth
20240912-16:18:48 wrote ae_001.pth
20240912-16:18:48 wrote ae_002.pth
20240912-16:18:49 wrote ae_003.pth
20240912-16:18:50 wrote ae_004.pth
20240912-16:18:50 wrote ae_005.pth
20240912-16:18:51 wrote ae_006.pth
20240912-16:18:52 wrote ae_007.pth
20240912-16:18:53 wrote ae_008.pth
20240912-16:18:53 wrote ae_009.pth
20240912-16:18:53 epoch_duration 2min48s next_finish 16:21:42
20240912-16:18:53 wrote state.pth
20240912-16:18:53 --- epoch 869 ----------------------------------------
20240912-16:18:53 current_test_accuracies 0.9559 0.9552 0.9279 0.9605 0.9534 0.9659 0.9529 0.9498 0.9542 0.9581
20240912-16:18:53 time_train=48994 time_c_quizzes=11046
20240912-16:18:53 nb_c_quizzes 3382
20240912-16:18:53 training model 2 (accuracy 0.9279392957687378)
20240912-16:18:53 training model 7 (accuracy 0.9498164057731628)
20240912-16:20:57 train_loss 869 model 7 0.011191572564166563
20240912-16:20:57 train_loss 869 model 2 0.012202727206527925
20240912-16:20:58 test_loss 869 model 7 0.008398860454138912
20240912-16:20:58 test_loss 869 model 2 0.010099341530782624
20240912-16:21:31 test_accuracy 869 model 7 nb_correct 765 / 794 (96.35%)
20240912-16:21:35 test_accuracy 869 model 2 nb_correct 730 / 788 (92.64%)
20240912-16:21:36 wrote ae_000.pth
20240912-16:21:36 wrote ae_001.pth
20240912-16:21:37 wrote ae_002.pth
20240912-16:21:38 wrote ae_003.pth
20240912-16:21:38 wrote ae_004.pth
20240912-16:21:39 wrote ae_005.pth
20240912-16:21:40 wrote ae_006.pth
20240912-16:21:41 wrote ae_007.pth
20240912-16:21:41 wrote ae_008.pth
20240912-16:21:42 wrote ae_009.pth
20240912-16:21:42 epoch_duration 2min48s next_finish 16:24:31
20240912-16:21:42 wrote state.pth
20240912-16:21:42 --- epoch 870 ----------------------------------------
20240912-16:21:42 current_test_accuracies 0.9559 0.9552 0.9264 0.9605 0.9534 0.9659 0.9529 0.9635 0.9542 0.9581
20240912-16:21:42 time_train=49155 time_c_quizzes=11046
20240912-16:21:42 nb_c_quizzes 3382
20240912-16:21:42 training model 2 (accuracy 0.9263959527015686)
20240912-16:21:42 training model 6 (accuracy 0.9528536200523376)
20240912-16:23:45 train_loss 870 model 2 0.012176947648447822
20240912-16:23:46 train_loss 870 model 6 0.011357397045569996
20240912-16:23:47 test_loss 870 model 2 0.00789387105669448
20240912-16:23:47 test_loss 870 model 6 0.011009157035132944
20240912-16:24:21 test_accuracy 870 model 6 nb_correct 749 / 801 (93.51%)
20240912-16:24:22 test_accuracy 870 model 2 nb_correct 748 / 798 (93.73%)
20240912-16:24:22 wrote ae_000.pth
20240912-16:24:23 wrote ae_001.pth
20240912-16:24:24 wrote ae_002.pth
20240912-16:24:24 wrote ae_003.pth
20240912-16:24:25 wrote ae_004.pth
20240912-16:24:26 wrote ae_005.pth
20240912-16:24:26 wrote ae_006.pth
20240912-16:24:27 wrote ae_007.pth
20240912-16:24:28 wrote ae_008.pth
20240912-16:24:29 wrote ae_009.pth
20240912-16:24:29 epoch_duration 2min46s next_finish 16:27:15
20240912-16:24:29 wrote state.pth
20240912-16:24:29 --- epoch 871 ----------------------------------------
20240912-16:24:29 current_test_accuracies 0.9559 0.9552 0.9373 0.9605 0.9534 0.9659 0.9351 0.9635 0.9542 0.9581
20240912-16:24:29 time_train=49314 time_c_quizzes=11046
20240912-16:24:29 nb_c_quizzes 3382
20240912-16:24:29 training model 6 (accuracy 0.9350811243057251)
20240912-16:24:29 training model 2 (accuracy 0.9373433589935303)
20240912-16:26:32 train_loss 871 model 2 0.01181169136418066
20240912-16:26:32 train_loss 871 model 6 0.012079680421888042
20240912-16:26:34 test_loss 871 model 2 0.006081384394929046
20240912-16:26:34 test_loss 871 model 6 0.009418048751604147
20240912-16:27:08 test_accuracy 871 model 2 nb_correct 757 / 801 (94.51%)
20240912-16:27:09 test_accuracy 871 model 6 nb_correct 748 / 792 (94.44%)
20240912-16:27:10 wrote ae_000.pth
20240912-16:27:11 wrote ae_001.pth
20240912-16:27:12 wrote ae_002.pth
20240912-16:27:12 wrote ae_003.pth
20240912-16:27:13 wrote ae_004.pth
20240912-16:27:14 wrote ae_005.pth
20240912-16:27:14 wrote ae_006.pth
20240912-16:27:15 wrote ae_007.pth
20240912-16:27:16 wrote ae_008.pth
20240912-16:27:16 wrote ae_009.pth
20240912-16:27:16 epoch_duration 2min47s next_finish 16:30:04
20240912-16:27:16 wrote state.pth
20240912-16:27:16 --- epoch 872 ----------------------------------------
20240912-16:27:16 current_test_accuracies 0.9559 0.9552 0.9451 0.9605 0.9534 0.9659 0.9444 0.9635 0.9542 0.9581
20240912-16:27:16 time_train=49474 time_c_quizzes=11046
20240912-16:27:16 nb_c_quizzes 3382
20240912-16:27:16 training model 6 (accuracy 0.9444444179534912)
20240912-16:27:16 training model 2 (accuracy 0.9450686573982239)
20240912-16:29:20 train_loss 872 model 2 0.011650631299089583
20240912-16:29:20 train_loss 872 model 6 0.012009861881870166
20240912-16:29:21 test_loss 872 model 2 0.00963226593986235
20240912-16:29:21 test_loss 872 model 6 0.011464557913802765
20240912-16:29:55 test_accuracy 872 model 6 nb_correct 753 / 804 (93.66%)
20240912-16:29:57 test_accuracy 872 model 2 nb_correct 736 / 804 (91.54%)
20240912-16:29:58 wrote ae_000.pth
20240912-16:29:59 wrote ae_001.pth
20240912-16:29:59 wrote ae_002.pth
20240912-16:30:00 wrote ae_003.pth
20240912-16:30:01 wrote ae_004.pth
20240912-16:30:02 wrote ae_005.pth
20240912-16:30:02 wrote ae_006.pth
20240912-16:30:03 wrote ae_007.pth
20240912-16:30:04 wrote ae_008.pth
20240912-16:30:04 wrote ae_009.pth
20240912-16:30:04 epoch_duration 2min47s next_finish 16:32:52
20240912-16:30:04 wrote state.pth
20240912-16:30:04 --- epoch 873 ----------------------------------------
20240912-16:30:04 current_test_accuracies 0.9559 0.9552 0.9154 0.9605 0.9534 0.9659 0.9366 0.9635 0.9542 0.9581
20240912-16:30:04 time_train=49635 time_c_quizzes=11046
20240912-16:30:04 nb_c_quizzes 3382
20240912-16:30:04 training model 2 (accuracy 0.9154228568077087)
20240912-16:30:04 training model 6 (accuracy 0.9365671873092651)
20240912-16:32:08 train_loss 873 model 6 0.011921975130255304
20240912-16:32:08 train_loss 873 model 2 0.012116676834135432
20240912-16:32:09 test_loss 873 model 6 0.00811713500608562
20240912-16:32:09 test_loss 873 model 2 0.009179337564216895
20240912-16:32:47 test_accuracy 873 model 2 nb_correct 735 / 784 (93.75%)
20240912-16:32:47 test_accuracy 873 model 6 nb_correct 741 / 800 (92.62%)
20240912-16:32:48 wrote ae_000.pth
20240912-16:32:49 wrote ae_001.pth
20240912-16:32:49 wrote ae_002.pth
20240912-16:32:50 wrote ae_003.pth
20240912-16:32:51 wrote ae_004.pth
20240912-16:32:52 wrote ae_005.pth
20240912-16:32:52 wrote ae_006.pth
20240912-16:32:53 wrote ae_007.pth
20240912-16:32:54 wrote ae_008.pth
20240912-16:32:54 wrote ae_009.pth
20240912-16:32:54 epoch_duration 2min50s next_finish 16:35:44
20240912-16:32:54 wrote state.pth
20240912-16:32:54 --- epoch 874 ----------------------------------------
20240912-16:32:54 current_test_accuracies 0.9559 0.9552 0.9375 0.9605 0.9534 0.9659 0.9262 0.9635 0.9542 0.9581
20240912-16:32:54 time_train=49797 time_c_quizzes=11046
20240912-16:32:54 nb_c_quizzes 3382
20240912-16:32:54 training model 6 (accuracy 0.9262499809265137)
20240912-16:32:54 training model 2 (accuracy 0.9375)
20240912-16:34:58 train_loss 874 model 2 0.011445572672693742
20240912-16:34:58 train_loss 874 model 6 0.011786221078293238
20240912-16:34:59 test_loss 874 model 2 0.00864833757368615
20240912-16:34:59 test_loss 874 model 6 0.009609497726290783
20240912-16:35:35 test_accuracy 874 model 6 nb_correct 706 / 780 (90.51%)
20240912-16:35:36 test_accuracy 874 model 2 nb_correct 738 / 805 (91.68%)
20240912-16:35:36 wrote ae_000.pth
20240912-16:35:37 wrote ae_001.pth
20240912-16:35:38 wrote ae_002.pth
20240912-16:35:38 wrote ae_003.pth
20240912-16:35:39 wrote ae_004.pth
20240912-16:35:40 wrote ae_005.pth
20240912-16:35:40 wrote ae_006.pth
20240912-16:35:41 wrote ae_007.pth
20240912-16:35:42 wrote ae_008.pth
20240912-16:35:42 wrote ae_009.pth
20240912-16:35:42 epoch_duration 2min48s next_finish 16:38:30
20240912-16:35:42 wrote state.pth
20240912-16:35:42 --- epoch 875 ----------------------------------------
20240912-16:35:42 current_test_accuracies 0.9559 0.9552 0.9168 0.9605 0.9534 0.9659 0.9051 0.9635 0.9542 0.9581
20240912-16:35:42 time_train=49958 time_c_quizzes=11046
20240912-16:35:42 nb_c_quizzes 3382
20240912-16:35:42 training model 6 (accuracy 0.9051281809806824)
20240912-16:35:42 training model 2 (accuracy 0.9167701601982117)
20240912-16:37:46 train_loss 875 model 2 0.011322620038416062
20240912-16:37:46 train_loss 875 model 6 0.011403974995842872
20240912-16:37:47 test_loss 875 model 2 0.008929339914078582
20240912-16:37:47 test_loss 875 model 6 0.008283725279562759
20240912-16:38:22 test_accuracy 875 model 2 nb_correct 731 / 790 (92.53%)
20240912-16:38:26 test_accuracy 875 model 6 nb_correct 740 / 774 (95.61%)
20240912-16:38:26 wrote ae_000.pth
20240912-16:38:27 wrote ae_001.pth
20240912-16:38:28 wrote ae_002.pth
20240912-16:38:28 wrote ae_003.pth
20240912-16:38:29 wrote ae_004.pth
20240912-16:38:30 wrote ae_005.pth
20240912-16:38:30 wrote ae_006.pth
20240912-16:38:31 wrote ae_007.pth
20240912-16:38:32 wrote ae_008.pth
20240912-16:38:33 wrote ae_009.pth
20240912-16:38:33 epoch_duration 2min50s next_finish 16:41:23
20240912-16:38:33 wrote state.pth
20240912-16:38:33 --- epoch 876 ----------------------------------------
20240912-16:38:33 current_test_accuracies 0.9559 0.9552 0.9253 0.9605 0.9534 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:38:33 time_train=50121 time_c_quizzes=11046
20240912-16:38:33 nb_c_quizzes 3382
20240912-16:38:33 training model 2 (accuracy 0.9253164529800415)
20240912-16:38:33 training model 4 (accuracy 0.9534313678741455)
20240912-16:40:36 train_loss 876 model 4 0.011306920809072835
20240912-16:40:36 train_loss 876 model 2 0.011622026581049796
20240912-16:40:37 test_loss 876 model 4 0.011321615376391491
20240912-16:40:37 test_loss 876 model 2 0.008214177470426876
20240912-16:41:11 test_accuracy 876 model 4 nb_correct 740 / 785 (94.27%)
20240912-16:41:12 test_accuracy 876 model 2 nb_correct 747 / 794 (94.08%)
20240912-16:41:12 wrote ae_000.pth
20240912-16:41:13 wrote ae_001.pth
20240912-16:41:14 wrote ae_002.pth
20240912-16:41:15 wrote ae_003.pth
20240912-16:41:15 wrote ae_004.pth
20240912-16:41:16 wrote ae_005.pth
20240912-16:41:17 wrote ae_006.pth
20240912-16:41:17 wrote ae_007.pth
20240912-16:41:18 wrote ae_008.pth
20240912-16:41:19 wrote ae_009.pth
20240912-16:41:19 epoch_duration 2min46s next_finish 16:44:05
20240912-16:41:19 wrote state.pth
20240912-16:41:19 --- epoch 877 ----------------------------------------
20240912-16:41:19 current_test_accuracies 0.9559 0.9552 0.9408 0.9605 0.9427 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:41:19 time_train=50280 time_c_quizzes=11046
20240912-16:41:19 nb_c_quizzes 3382
20240912-16:41:19 training model 2 (accuracy 0.9408060312271118)
20240912-16:41:19 training model 4 (accuracy 0.9426751732826233)
20240912-16:43:22 train_loss 877 model 4 0.010500191609500688
20240912-16:43:22 train_loss 877 model 2 0.011247646220122988
20240912-16:43:24 test_loss 877 model 4 0.006497634032302813
20240912-16:43:24 test_loss 877 model 2 0.008560999228029687
20240912-16:43:59 test_accuracy 877 model 4 nb_correct 747 / 813 (91.88%)
20240912-16:44:00 test_accuracy 877 model 2 nb_correct 762 / 811 (93.96%)
20240912-16:44:01 wrote ae_000.pth
20240912-16:44:01 wrote ae_001.pth
20240912-16:44:02 wrote ae_002.pth
20240912-16:44:03 wrote ae_003.pth
20240912-16:44:03 wrote ae_004.pth
20240912-16:44:04 wrote ae_005.pth
20240912-16:44:05 wrote ae_006.pth
20240912-16:44:06 wrote ae_007.pth
20240912-16:44:06 wrote ae_008.pth
20240912-16:44:07 wrote ae_009.pth
20240912-16:44:07 epoch_duration 2min48s next_finish 16:46:55
20240912-16:44:07 wrote state.pth
20240912-16:44:07 --- epoch 878 ----------------------------------------
20240912-16:44:07 current_test_accuracies 0.9559 0.9552 0.9396 0.9605 0.9188 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:44:07 time_train=50441 time_c_quizzes=11046
20240912-16:44:07 nb_c_quizzes 3382
20240912-16:44:07 training model 4 (accuracy 0.9188191890716553)
20240912-16:44:07 training model 2 (accuracy 0.9395807385444641)
20240912-16:46:10 train_loss 878 model 4 0.011247734418440814
20240912-16:46:10 train_loss 878 model 2 0.012038612939233645
20240912-16:46:12 test_loss 878 model 4 0.007848742984607781
20240912-16:46:12 test_loss 878 model 2 0.0072350508638578505
20240912-16:46:45 test_accuracy 878 model 2 nb_correct 762 / 804 (94.78%)
20240912-16:46:47 test_accuracy 878 model 4 nb_correct 741 / 791 (93.68%)
20240912-16:46:48 wrote ae_000.pth
20240912-16:46:49 wrote ae_001.pth
20240912-16:46:50 wrote ae_002.pth
20240912-16:46:50 wrote ae_003.pth
20240912-16:46:51 wrote ae_004.pth
20240912-16:46:52 wrote ae_005.pth
20240912-16:46:52 wrote ae_006.pth
20240912-16:46:53 wrote ae_007.pth
20240912-16:46:54 wrote ae_008.pth
20240912-16:46:54 wrote ae_009.pth
20240912-16:46:54 epoch_duration 2min47s next_finish 16:49:42
20240912-16:46:54 wrote state.pth
20240912-16:46:54 --- epoch 879 ----------------------------------------
20240912-16:46:54 current_test_accuracies 0.9559 0.9552 0.9478 0.9605 0.9368 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:46:54 time_train=50601 time_c_quizzes=11046
20240912-16:46:54 nb_c_quizzes 3382
20240912-16:46:54 training model 4 (accuracy 0.9367888569831848)
20240912-16:46:54 training model 2 (accuracy 0.9477611780166626)
20240912-16:48:58 train_loss 879 model 4 0.011013675086278454
20240912-16:48:58 train_loss 879 model 2 0.011752837486506905
20240912-16:48:59 test_loss 879 model 4 0.009014230357192333
20240912-16:48:59 test_loss 879 model 2 0.00784427769747822
20240912-16:49:32 test_accuracy 879 model 4 nb_correct 750 / 793 (94.58%)
20240912-16:49:35 test_accuracy 879 model 2 nb_correct 719 / 792 (90.78%)
20240912-16:49:35 wrote ae_000.pth
20240912-16:49:36 wrote ae_001.pth
20240912-16:49:37 wrote ae_002.pth
20240912-16:49:37 wrote ae_003.pth
20240912-16:49:38 wrote ae_004.pth
20240912-16:49:39 wrote ae_005.pth
20240912-16:49:40 wrote ae_006.pth
20240912-16:49:40 wrote ae_007.pth
20240912-16:49:41 wrote ae_008.pth
20240912-16:49:42 wrote ae_009.pth
20240912-16:49:42 epoch_duration 2min47s next_finish 16:52:29
20240912-16:49:42 wrote state.pth
20240912-16:49:42 --- epoch 880 ----------------------------------------
20240912-16:49:42 current_test_accuracies 0.9559 0.9552 0.9078 0.9605 0.9458 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:49:42 time_train=50761 time_c_quizzes=11046
20240912-16:49:42 nb_c_quizzes 3382
20240912-16:49:42 training model 2 (accuracy 0.9078282713890076)
20240912-16:49:42 training model 4 (accuracy 0.9457755088806152)
20240912-16:51:45 train_loss 880 model 2 0.012016909153484448
20240912-16:51:45 train_loss 880 model 4 0.01104822562753725
20240912-16:51:47 test_loss 880 model 2 0.008689558004635955
20240912-16:51:47 test_loss 880 model 4 0.006755331699014278
20240912-16:52:22 test_accuracy 880 model 4 nb_correct 728 / 793 (91.80%)
20240912-16:52:23 test_accuracy 880 model 2 nb_correct 739 / 777 (95.11%)
20240912-16:52:24 wrote ae_000.pth
20240912-16:52:24 wrote ae_001.pth
20240912-16:52:25 wrote ae_002.pth
20240912-16:52:26 wrote ae_003.pth
20240912-16:52:26 wrote ae_004.pth
20240912-16:52:27 wrote ae_005.pth
20240912-16:52:28 wrote ae_006.pth
20240912-16:52:28 wrote ae_007.pth
20240912-16:52:29 wrote ae_008.pth
20240912-16:52:30 wrote ae_009.pth
20240912-16:52:30 epoch_duration 2min48s next_finish 16:55:18
20240912-16:52:30 wrote state.pth
20240912-16:52:30 --- epoch 881 ----------------------------------------
20240912-16:52:30 current_test_accuracies 0.9559 0.9552 0.9511 0.9605 0.9180 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:52:30 time_train=50922 time_c_quizzes=11046
20240912-16:52:30 nb_c_quizzes 3382
20240912-16:52:30 training model 4 (accuracy 0.9180327653884888)
20240912-16:52:30 training model 2 (accuracy 0.9510939717292786)
20240912-16:54:33 train_loss 881 model 4 0.010534141670736972
20240912-16:54:33 train_loss 881 model 2 0.011532522890652217
20240912-16:54:35 test_loss 881 model 4 0.01057807383394902
20240912-16:54:35 test_loss 881 model 2 0.007932899474371879
20240912-16:55:09 test_accuracy 881 model 4 nb_correct 721 / 777 (92.79%)
20240912-16:55:12 test_accuracy 881 model 2 nb_correct 724 / 784 (92.35%)
20240912-16:55:13 wrote ae_000.pth
20240912-16:55:14 wrote ae_001.pth
20240912-16:55:14 wrote ae_002.pth
20240912-16:55:15 wrote ae_003.pth
20240912-16:55:16 wrote ae_004.pth
20240912-16:55:16 wrote ae_005.pth
20240912-16:55:17 wrote ae_006.pth
20240912-16:55:18 wrote ae_007.pth
20240912-16:55:18 wrote ae_008.pth
20240912-16:55:19 wrote ae_009.pth
20240912-16:55:19 epoch_duration 2min49s next_finish 16:58:08
20240912-16:55:19 wrote state.pth
20240912-16:55:19 --- epoch 882 ----------------------------------------
20240912-16:55:19 current_test_accuracies 0.9559 0.9552 0.9235 0.9605 0.9279 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:55:19 time_train=51084 time_c_quizzes=11046
20240912-16:55:19 nb_c_quizzes 3382
20240912-16:55:19 training model 2 (accuracy 0.9234693646430969)
20240912-16:55:19 training model 4 (accuracy 0.9279279112815857)
20240912-16:57:23 train_loss 882 model 4 0.011158691689157877
20240912-16:57:23 train_loss 882 model 2 0.011188132763903923
20240912-16:57:24 test_loss 882 model 4 0.011414564980577779
20240912-16:57:24 test_loss 882 model 2 0.006438847356912447
20240912-16:57:58 test_accuracy 882 model 4 nb_correct 763 / 815 (93.62%)
20240912-16:58:00 test_accuracy 882 model 2 nb_correct 748 / 803 (93.15%)
20240912-16:58:01 wrote ae_000.pth
20240912-16:58:02 wrote ae_001.pth
20240912-16:58:02 wrote ae_002.pth
20240912-16:58:03 wrote ae_003.pth
20240912-16:58:04 wrote ae_004.pth
20240912-16:58:04 wrote ae_005.pth
20240912-16:58:05 wrote ae_006.pth
20240912-16:58:06 wrote ae_007.pth
20240912-16:58:06 wrote ae_008.pth
20240912-16:58:07 wrote ae_009.pth
20240912-16:58:07 epoch_duration 2min47s next_finish 17:00:55
20240912-16:58:07 wrote state.pth
20240912-16:58:07 --- epoch 883 ----------------------------------------
20240912-16:58:07 current_test_accuracies 0.9559 0.9552 0.9315 0.9605 0.9362 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-16:58:07 time_train=51245 time_c_quizzes=11046
20240912-16:58:07 nb_c_quizzes 3382
20240912-16:58:07 training model 2 (accuracy 0.931506872177124)
20240912-16:58:07 training model 4 (accuracy 0.9361963272094727)
20240912-17:00:10 train_loss 883 model 2 0.011633765226068135
20240912-17:00:11 train_loss 883 model 4 0.010774226203046964
20240912-17:00:12 test_loss 883 model 2 0.009461757098593182
20240912-17:00:12 test_loss 883 model 4 0.006038300726682167
20240912-17:00:46 test_accuracy 883 model 2 nb_correct 777 / 824 (94.30%)
20240912-17:00:48 test_accuracy 883 model 4 nb_correct 732 / 781 (93.73%)
20240912-17:00:48 wrote ae_000.pth
20240912-17:00:49 wrote ae_001.pth
20240912-17:00:50 wrote ae_002.pth
20240912-17:00:50 wrote ae_003.pth
20240912-17:00:51 wrote ae_004.pth
20240912-17:00:52 wrote ae_005.pth
20240912-17:00:52 wrote ae_006.pth
20240912-17:00:53 wrote ae_007.pth
20240912-17:00:54 wrote ae_008.pth
20240912-17:00:55 wrote ae_009.pth
20240912-17:00:55 epoch_duration 2min47s next_finish 17:03:42
20240912-17:00:55 wrote state.pth
20240912-17:00:55 --- epoch 884 ----------------------------------------
20240912-17:00:55 current_test_accuracies 0.9559 0.9552 0.9430 0.9605 0.9373 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-17:00:55 time_train=51405 time_c_quizzes=11046
20240912-17:00:55 nb_c_quizzes 3382
20240912-17:00:55 training model 4 (accuracy 0.9372599124908447)
20240912-17:00:55 training model 2 (accuracy 0.9429611563682556)
20240912-17:02:58 train_loss 884 model 4 0.010885799460405906
20240912-17:02:58 train_loss 884 model 2 0.010991829123571733
20240912-17:03:00 test_loss 884 model 4 0.010422790728262044
20240912-17:03:00 test_loss 884 model 2 0.009279487754906768
20240912-17:03:33 test_accuracy 884 model 4 nb_correct 769 / 831 (92.54%)
20240912-17:03:36 test_accuracy 884 model 2 nb_correct 737 / 796 (92.59%)
20240912-17:03:37 wrote ae_000.pth
20240912-17:03:37 wrote ae_001.pth
20240912-17:03:38 wrote ae_002.pth
20240912-17:03:39 wrote ae_003.pth
20240912-17:03:39 wrote ae_004.pth
20240912-17:03:40 wrote ae_005.pth
20240912-17:03:41 wrote ae_006.pth
20240912-17:03:42 wrote ae_007.pth
20240912-17:03:42 wrote ae_008.pth
20240912-17:03:43 wrote ae_009.pth
20240912-17:03:43 epoch_duration 2min48s next_finish 17:06:31
20240912-17:03:43 wrote state.pth
20240912-17:03:43 --- epoch 885 ----------------------------------------
20240912-17:03:43 current_test_accuracies 0.9559 0.9552 0.9259 0.9605 0.9254 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-17:03:43 time_train=51566 time_c_quizzes=11046
20240912-17:03:43 nb_c_quizzes 3382
20240912-17:03:43 training model 4 (accuracy 0.9253910779953003)
20240912-17:03:43 training model 2 (accuracy 0.9258794188499451)
20240912-17:05:46 train_loss 885 model 2 0.011273895489526694
20240912-17:05:46 train_loss 885 model 4 0.011143409661233818
20240912-17:05:48 test_loss 885 model 2 0.006155061929550243
20240912-17:05:48 test_loss 885 model 4 0.008418794428735055
20240912-17:06:21 test_accuracy 885 model 2 nb_correct 739 / 792 (93.31%)
20240912-17:06:24 test_accuracy 885 model 4 nb_correct 746 / 790 (94.43%)
20240912-17:06:24 wrote ae_000.pth
20240912-17:06:25 wrote ae_001.pth
20240912-17:06:26 wrote ae_002.pth
20240912-17:06:26 wrote ae_003.pth
20240912-17:06:27 wrote ae_004.pth
20240912-17:06:28 wrote ae_005.pth
20240912-17:06:28 wrote ae_006.pth
20240912-17:06:29 wrote ae_007.pth
20240912-17:06:30 wrote ae_008.pth
20240912-17:06:30 wrote ae_009.pth
20240912-17:06:30 epoch_duration 2min47s next_finish 17:09:18
20240912-17:06:30 wrote state.pth
20240912-17:06:30 --- epoch 886 ----------------------------------------
20240912-17:06:30 current_test_accuracies 0.9559 0.9552 0.9331 0.9605 0.9443 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-17:06:30 time_train=51726 time_c_quizzes=11046
20240912-17:06:30 nb_c_quizzes 3382
20240912-17:06:30 training model 2 (accuracy 0.933080792427063)
20240912-17:06:30 training model 4 (accuracy 0.9443038105964661)
20240912-17:08:34 train_loss 886 model 2 0.011301598991663922
20240912-17:08:34 train_loss 886 model 4 0.011024106436156216
20240912-17:08:35 test_loss 886 model 2 0.009886616457671948
20240912-17:08:35 test_loss 886 model 4 0.007141105507434986
20240912-17:09:09 test_accuracy 886 model 4 nb_correct 724 / 786 (92.11%)
20240912-17:09:11 test_accuracy 886 model 2 nb_correct 728 / 800 (91.00%)
20240912-17:09:12 wrote ae_000.pth
20240912-17:09:12 wrote ae_001.pth
20240912-17:09:13 wrote ae_002.pth
20240912-17:09:14 wrote ae_003.pth
20240912-17:09:14 wrote ae_004.pth
20240912-17:09:15 wrote ae_005.pth
20240912-17:09:16 wrote ae_006.pth
20240912-17:09:16 wrote ae_007.pth
20240912-17:09:17 wrote ae_008.pth
20240912-17:09:18 wrote ae_009.pth
20240912-17:09:18 epoch_duration 2min47s next_finish 17:12:05
20240912-17:09:18 wrote state.pth
20240912-17:09:18 --- epoch 887 ----------------------------------------
20240912-17:09:18 current_test_accuracies 0.9559 0.9552 0.9100 0.9605 0.9211 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-17:09:18 time_train=51886 time_c_quizzes=11046
20240912-17:09:18 nb_c_quizzes 3382
20240912-17:09:18 training model 2 (accuracy 0.9100000262260437)
20240912-17:09:18 training model 4 (accuracy 0.9211195707321167)
20240912-17:11:21 train_loss 887 model 2 0.011046395169814786
20240912-17:11:22 train_loss 887 model 4 0.010837624605313068
20240912-17:11:23 test_loss 887 model 2 0.01075007067270235
20240912-17:11:23 test_loss 887 model 4 0.008460977877712139
20240912-17:11:56 test_accuracy 887 model 4 nb_correct 751 / 785 (95.67%)
20240912-17:11:58 test_accuracy 887 model 2 nb_correct 756 / 794 (95.21%)
20240912-17:11:59 wrote ae_000.pth
20240912-17:12:00 wrote ae_001.pth
20240912-17:12:00 wrote ae_002.pth
20240912-17:12:01 wrote ae_003.pth
20240912-17:12:02 wrote ae_004.pth
20240912-17:12:02 wrote ae_005.pth
20240912-17:12:03 wrote ae_006.pth
20240912-17:12:04 wrote ae_007.pth
20240912-17:12:04 wrote ae_008.pth
20240912-17:12:05 wrote ae_009.pth
20240912-17:12:05 epoch_duration 2min47s next_finish 17:14:53
20240912-17:12:05 wrote state.pth
20240912-17:12:05 --- epoch 888 ----------------------------------------
20240912-17:12:05 current_test_accuracies 0.9559 0.9552 0.9521 0.9605 0.9567 0.9659 0.9561 0.9635 0.9542 0.9581
20240912-17:12:05 time_train=52046 time_c_quizzes=11046
20240912-17:12:05 dummy tensor([0.2917])
20240912-17:12:05 dummy tensor([0.1496])
20240912-17:12:13 nb_generated 3 model 1 (finishes Thu 20:06 -- 430/h)
20240912-17:12:14 nb_generated 2 model 6 (finishes Thu 20:18 -- 403/h)
20240912-17:12:20 nb_generated 6 model 2 (finishes Thu 18:30 -- 958/h)
20240912-17:12:23 nb_generated 2 model 6 (finishes Thu 23:34 -- 195/h)
20240912-17:12:27 nb_generated 8 model 1 (finishes Thu 18:27 -- 997/h)
20240912-17:12:34 nb_generated 9 model 4 (finishes Thu 18:37 -- 880/h)
20240912-17:12:35 nb_generated 4 model 0 (finishes Thu 22:24 -- 239/h)
20240912-17:12:42 nb_generated 7 model 2 (finishes Thu 21:31 -- 289/h)
20240912-17:12:47 nb_generated 10 model 3 (finishes Thu 19:00 -- 688/h)
20240912-17:12:48 nb_generated 9 model 7 (finishes Thu 20:11 -- 417/h)
20240912-17:12:52 nb_generated 10 model 3 (finishes Thu 19:15 -- 608/h)
20240912-17:13:01 nb_generated 12 model 4 (finishes Thu 19:08 -- 642/h)
20240912-17:13:02 nb_generated 10 model 1 (finishes Thu 20:29 -- 380/h)
20240912-17:13:09 nb_generated 13 model 5 (finishes Thu 19:25 -- 560/h)
20240912-17:13:11 nb_generated 11 model 0 (finishes Thu 20:27 -- 383/h)
20240912-17:13:20 nb_generated 13 model 0 (finishes Thu 19:48 -- 480/h)
20240912-17:13:21 nb_generated 12 model 0 (finishes Thu 20:57 -- 332/h)
20240912-17:13:31 nb_generated 14 model 1 (finishes Thu 20:54 -- 337/h)
20240912-17:13:32 nb_generated 15 model 1 (finishes Thu 19:43 -- 496/h)
20240912-17:13:43 nb_generated 15 model 6 (finishes Thu 20:58 -- 331/h)
20240912-17:13:44 nb_generated 15 model 6 (finishes Thu 20:03 -- 436/h)
20240912-17:13:49 nb_generated 20 model 4 (finishes Thu 20:11 -- 416/h)
20240912-17:13:51 nb_generated 16 model 7 (finishes Thu 20:16 -- 407/h)
20240912-17:14:00 nb_generated 24 model 8 (finishes Thu 20:02 -- 440/h)
20240912-17:14:00 nb_generated 18 model 3 (finishes Thu 20:16 -- 407/h)
20240912-17:14:07 nb_generated 18 model 4 (finishes Thu 20:27 -- 383/h)
20240912-17:14:10 nb_generated 24 model 6 (finishes Thu 20:17 -- 403/h)
20240912-17:14:16 nb_generated 19 model 3 (finishes Thu 20:26 -- 385/h)
20240912-17:14:18 nb_generated 25 model 8 (finishes Thu 20:17 -- 405/h)
20240912-17:14:25 nb_generated 27 model 6 (finishes Thu 20:03 -- 438/h)
20240912-17:14:25 nb_generated 21 model 1 (finishes Thu 20:14 -- 410/h)
20240912-17:14:35 nb_generated 22 model 3 (finishes Thu 20:27 -- 383/h)
20240912-17:14:36 nb_generated 30 model 8 (finishes Thu 19:58 -- 451/h)
20240912-17:14:46 nb_generated 23 model 6 (finishes Thu 20:29 -- 379/h)
20240912-17:14:52 nb_generated 32 model 6 (finishes Thu 19:57 -- 452/h)
20240912-17:14:59 nb_generated 26 model 8 (finishes Thu 20:22 -- 394/h)
20240912-17:15:02 nb_generated 32 model 4 (finishes Thu 20:07 -- 427/h)
20240912-17:15:08 nb_generated 27 model 7 (finishes Thu 20:32 -- 374/h)
20240912-17:15:10 nb_generated 32 model 6 (finishes Thu 20:15 -- 409/h)
20240912-17:15:20 nb_generated 35 model 8 (finishes Thu 20:08 -- 425/h)
20240912-17:15:23 nb_generated 28 model 9 (finishes Thu 20:38 -- 363/h)
20240912-17:15:26 nb_generated 39 model 7 (finishes Thu 19:47 -- 483/h)
20240912-17:15:30 nb_generated 29 model 4 (finishes Thu 20:34 -- 369/h)
20240912-17:15:35 nb_generated 40 model 0 (finishes Thu 19:54 -- 462/h)
20240912-17:15:35 nb_generated 31 model 7 (finishes Thu 20:31 -- 376/h)
20240912-17:15:44 nb_generated 42 model 4 (finishes Thu 19:54 -- 460/h)
20240912-17:15:46 nb_generated 34 model 5 (finishes Thu 20:32 -- 374/h)
20240912-17:15:52 nb_generated 45 model 4 (finishes Thu 19:44 -- 492/h)
20240912-17:15:57 nb_generated 36 model 2 (finishes Thu 20:25 -- 387/h)
20240912-17:16:01 nb_generated 49 model 4 (finishes Thu 19:32 -- 534/h)
20240912-17:16:09 nb_generated 51 model 4 (finishes Thu 19:29 -- 545/h)
20240912-17:16:13 nb_generated 38 model 6 (finishes Thu 20:38 -- 363/h)
20240912-17:16:22 nb_generated 55 model 1 (finishes Thu 19:22 -- 573/h)
20240912-17:16:26 nb_generated 39 model 9 (finishes Thu 20:49 -- 345/h)
20240912-17:16:30 nb_generated 57 model 1 (finishes Thu 19:20 -- 583/h)
20240912-17:16:37 nb_generated 40 model 9 (finishes Thu 20:49 -- 344/h)
20240912-17:16:38 nb_generated 59 model 6 (finishes Thu 19:21 -- 581/h)
20240912-17:16:47 nb_generated 61 model 3 (finishes Thu 19:22 -- 575/h)
20240912-17:16:47 nb_generated 41 model 9 (finishes Thu 20:58 -- 331/h)
20240912-17:16:54 nb_generated 43 model 4 (finishes Thu 20:47 -- 348/h)
20240912-17:16:59 nb_generated 62 model 1 (finishes Thu 19:25 -- 562/h)
20240912-17:17:03 nb_generated 45 model 4 (finishes Thu 20:45 -- 350/h)
20240912-17:17:08 nb_generated 64 model 5 (finishes Thu 19:23 -- 571/h)
20240912-17:17:16 nb_generated 47 model 6 (finishes Thu 20:48 -- 346/h)
20240912-17:17:19 nb_generated 64 model 9 (finishes Thu 19:28 -- 551/h)
20240912-17:17:27 nb_generated 48 model 6 (finishes Thu 20:55 -- 335/h)
20240912-17:17:35 nb_generated 66 model 8 (finishes Thu 19:29 -- 545/h)
20240912-17:17:36 nb_generated 50 model 5 (finishes Thu 20:47 -- 348/h)
20240912-17:17:43 nb_generated 66 model 4 (finishes Thu 19:33 -- 532/h)
20240912-17:17:50 nb_generated 51 model 5 (finishes Thu 20:50 -- 344/h)
20240912-17:17:53 nb_generated 67 model 6 (finishes Thu 19:34 -- 528/h)
20240912-17:17:59 nb_generated 51 model 6 (finishes Thu 20:55 -- 336/h)
20240912-17:17:59 nb_generated 68 model 7 (finishes Thu 19:33 -- 529/h)
20240912-17:18:08 nb_generated 53 model 2 (finishes Thu 20:48 -- 347/h)
20240912-17:18:11 nb_generated 69 model 8 (finishes Thu 19:35 -- 521/h)
20240912-17:18:16 nb_generated 53 model 3 (finishes Thu 20:53 -- 339/h)
20240912-17:18:19 nb_generated 69 model 3 (finishes Thu 19:39 -- 509/h)
20240912-17:18:24 nb_generated 54 model 1 (finishes Thu 20:51 -- 342/h)
20240912-17:18:31 nb_generated 69 model 5 (finishes Thu 19:43 -- 494/h)
20240912-17:18:33 nb_generated 57 model 8 (finishes Thu 20:50 -- 343/h)
20240912-17:18:39 nb_generated 71 model 2 (finishes Thu 19:44 -- 493/h)
20240912-17:18:43 nb_generated 59 model 1 (finishes Thu 20:44 -- 353/h)
20240912-17:18:48 nb_generated 72 model 8 (finishes Thu 19:44 -- 491/h)
20240912-17:18:52 nb_generated 59 model 5 (finishes Thu 20:49 -- 345/h)
20240912-17:18:56 nb_generated 73 model 3 (finishes Thu 19:45 -- 490/h)
20240912-17:19:03 nb_generated 61 model 9 (finishes Thu 20:44 -- 353/h)
20240912-17:19:04 nb_generated 74 model 3 (finishes Thu 19:45 -- 489/h)
20240912-17:19:14 nb_generated 63 model 8 (finishes Thu 20:44 -- 352/h)
20240912-17:19:15 nb_generated 76 model 6 (finishes Thu 19:46 -- 486/h)
20240912-17:19:22 nb_generated 76 model 3 (finishes Thu 19:48 -- 478/h)
20240912-17:19:29 nb_generated 80 model 5 (finishes Thu 19:46 -- 486/h)
20240912-17:19:33 nb_generated 66 model 5 (finishes Thu 20:39 -- 362/h)
20240912-17:19:36 nb_generated 82 model 7 (finishes Thu 19:43 -- 495/h)
20240912-17:19:43 nb_generated 68 model 0 (finishes Thu 20:34 -- 369/h)
20240912-17:19:43 nb_generated 83 model 2 (finishes Thu 19:43 -- 495/h)
20240912-17:19:51 nb_generated 84 model 5 (finishes Thu 19:43 -- 494/h)
20240912-17:19:55 nb_generated 68 model 8 (finishes Thu 20:40 -- 359/h)
20240912-17:20:00 nb_generated 85 model 8 (finishes Thu 19:44 -- 492/h)
20240912-17:20:02 nb_generated 70 model 1 (finishes Thu 20:39 -- 362/h)
20240912-17:20:14 nb_generated 86 model 9 (finishes Thu 19:46 -- 485/h)
20240912-17:20:21 nb_generated 73 model 6 (finishes Thu 20:38 -- 362/h)
20240912-17:20:24 nb_generated 87 model 8 (finishes Thu 19:47 -- 483/h)
20240912-17:20:32 nb_generated 88 model 3 (finishes Thu 19:47 -- 482/h)
20240912-17:20:37 nb_generated 75 model 3 (finishes Thu 20:37 -- 365/h)
20240912-17:20:42 nb_generated 89 model 3 (finishes Thu 19:48 -- 480/h)
20240912-17:20:44 nb_generated 75 model 3 (finishes Thu 20:40 -- 360/h)
20240912-17:20:49 nb_generated 90 model 4 (finishes Thu 19:48 -- 480/h)
20240912-17:20:55 nb_generated 77 model 1 (finishes Thu 20:36 -- 366/h)
20240912-17:20:58 nb_generated 92 model 8 (finishes Thu 19:48 -- 479/h)
20240912-17:21:01 nb_generated 79 model 7 (finishes Thu 20:35 -- 369/h)
20240912-17:21:05 nb_generated 93 model 3 (finishes Thu 19:48 -- 479/h)
20240912-17:21:09 nb_generated 81 model 2 (finishes Thu 20:34 -- 370/h)
20240912-17:21:15 nb_generated 94 model 0 (finishes Thu 19:48 -- 478/h)
20240912-17:21:18 nb_generated 81 model 4 (finishes Thu 20:37 -- 364/h)
20240912-17:21:22 nb_generated 95 model 7 (finishes Thu 19:48 -- 478/h)
20240912-17:21:26 nb_generated 81 model 0 (finishes Thu 20:40 -- 359/h)
20240912-17:21:31 nb_generated 96 model 0 (finishes Thu 19:49 -- 477/h)
20240912-17:21:31 nb_generated 82 model 7 (finishes Thu 20:39 -- 362/h)
20240912-17:21:39 nb_generated 84 model 4 (finishes Thu 20:34 -- 369/h)
20240912-17:21:42 nb_generated 97 model 1 (finishes Thu 19:52 -- 468/h)
20240912-17:21:47 nb_generated 98 model 0 (finishes Thu 19:51 -- 470/h)
20240912-17:21:51 nb_generated 85 model 8 (finishes Thu 20:39 -- 362/h)
20240912-17:21:58 nb_generated 88 model 5 (finishes Thu 20:31 -- 376/h)
20240912-17:22:00 nb_generated 101 model 6 (finishes Thu 19:50 -- 472/h)
20240912-17:22:06 nb_generated 104 model 4 (finishes Thu 19:46 -- 484/h)
20240912-17:22:09 nb_generated 90 model 5 (finishes Thu 20:28 -- 381/h)
20240912-17:22:13 nb_generated 104 model 7 (finishes Thu 19:48 -- 479/h)
20240912-17:22:14 nb_generated 95 model 7 (finishes Thu 20:16 -- 407/h)
20240912-17:22:23 nb_generated 97 model 2 (finishes Thu 20:15 -- 408/h)
20240912-17:22:24 nb_generated 105 model 5 (finishes Thu 19:49 -- 476/h)
20240912-17:22:31 nb_generated 99 model 0 (finishes Thu 20:13 -- 414/h)
20240912-17:22:36 nb_generated 105 model 9 (finishes Thu 19:52 -- 468/h)
20240912-17:22:43 nb_generated 100 model 3 (finishes Thu 20:16 -- 406/h)
20240912-17:22:44 nb_generated 107 model 6 (finishes Thu 19:50 -- 473/h)
20240912-17:22:51 nb_generated 109 model 2 (finishes Thu 19:50 -- 473/h)
20240912-17:22:54 nb_generated 101 model 1 (finishes Thu 20:17 -- 405/h)
20240912-17:23:02 nb_generated 105 model 4 (finishes Thu 20:14 -- 410/h)
20240912-17:23:03 nb_generated 110 model 1 (finishes Thu 19:51 -- 470/h)
20240912-17:23:10 nb_generated 108 model 8 (finishes Thu 20:14 -- 411/h)
20240912-17:23:16 nb_generated 112 model 2 (finishes Thu 20:06 -- 429/h)
20240912-17:23:20 nb_generated 111 model 9 (finishes Thu 19:55 -- 458/h)
20240912-17:23:23 nb_generated 114 model 7 (finishes Thu 20:04 -- 435/h)
20240912-17:23:28 nb_generated 112 model 0 (finishes Thu 19:55 -- 458/h)
20240912-17:23:31 nb_generated 118 model 3 (finishes Thu 20:02 -- 440/h)
20240912-17:23:36 nb_generated 114 model 5 (finishes Thu 19:53 -- 463/h)
20240912-17:23:39 nb_generated 121 model 7 (finishes Thu 19:58 -- 451/h)
20240912-17:23:50 nb_generated 118 model 9 (finishes Thu 19:51 -- 469/h)
20240912-17:23:52 nb_generated 121 model 9 (finishes Thu 20:01 -- 442/h)
20240912-17:23:58 nb_generated 119 model 6 (finishes Thu 19:53 -- 464/h)
20240912-17:24:03 nb_generated 123 model 5 (finishes Thu 20:00 -- 446/h)
20240912-17:24:07 nb_generated 120 model 3 (finishes Thu 19:55 -- 458/h)
20240912-17:24:15 nb_generated 123 model 5 (finishes Thu 20:03 -- 438/h)
20240912-17:24:16 nb_generated 122 model 0 (finishes Thu 19:55 -- 457/h)
20240912-17:24:23 nb_generated 123 model 9 (finishes Thu 20:04 -- 433/h)
20240912-17:24:24 nb_generated 127 model 4 (finishes Thu 19:52 -- 467/h)
20240912-17:24:32 nb_generated 125 model 8 (finishes Thu 20:03 -- 438/h)
20240912-17:24:34 nb_generated 128 model 1 (finishes Thu 19:52 -- 466/h)
20240912-17:24:42 nb_generated 133 model 3 (finishes Thu 19:51 -- 471/h)
20240912-17:24:43 nb_generated 126 model 3 (finishes Thu 20:03 -- 436/h)
20240912-17:24:49 nb_generated 127 model 7 (finishes Thu 20:03 -- 438/h)
20240912-17:24:59 nb_generated 127 model 0 (finishes Thu 20:05 -- 432/h)
20240912-17:24:59 nb_generated 135 model 5 (finishes Thu 19:51 -- 469/h)
20240912-17:25:05 nb_generated 131 model 7 (finishes Thu 20:01 -- 443/h)
20240912-17:25:09 nb_generated 137 model 5 (finishes Thu 19:50 -- 473/h)
20240912-17:25:12 nb_generated 135 model 8 (finishes Thu 19:55 -- 457/h)
20240912-17:25:15 nb_generated 138 model 2 (finishes Thu 19:50 -- 473/h)
20240912-17:25:17 nb_generated 135 model 7 (finishes Thu 19:57 -- 454/h)
20240912-17:25:21 nb_generated 139 model 7 (finishes Thu 19:49 -- 475/h)
20240912-17:25:24 nb_generated 136 model 7 (finishes Thu 19:56 -- 455/h)
20240912-17:25:27 nb_generated 140 model 1 (finishes Thu 19:49 -- 475/h)
20240912-17:25:33 nb_generated 137 model 8 (finishes Thu 19:57 -- 454/h)
20240912-17:25:36 nb_generated 142 model 3 (finishes Thu 19:48 -- 479/h)
20240912-17:25:49 nb_generated 145 model 1 (finishes Thu 19:48 -- 480/h)
20240912-17:25:50 nb_generated 138 model 0 (finishes Thu 19:58 -- 449/h)
20240912-17:26:00 nb_generated 147 model 4 (finishes Thu 19:47 -- 483/h)
20240912-17:26:02 nb_generated 141 model 5 (finishes Thu 19:58 -- 451/h)
20240912-17:26:06 nb_generated 150 model 7 (finishes Thu 19:45 -- 487/h)
20240912-17:26:09 nb_generated 144 model 3 (finishes Thu 19:57 -- 452/h)
20240912-17:26:17 nb_generated 144 model 7 (finishes Thu 19:59 -- 448/h)
20240912-17:26:19 nb_generated 151 model 9 (finishes Thu 19:46 -- 484/h)
20240912-17:26:25 nb_generated 146 model 0 (finishes Thu 19:57 -- 452/h)
20240912-17:26:27 nb_generated 151 model 7 (finishes Thu 19:48 -- 480/h)
20240912-17:26:31 nb_generated 148 model 2 (finishes Thu 19:56 -- 457/h)
20240912-17:26:35 nb_generated 154 model 7 (finishes Thu 19:45 -- 488/h)
20240912-17:26:44 nb_generated 148 model 9 (finishes Thu 19:58 -- 450/h)
20240912-17:26:46 nb_generated 154 model 9 (finishes Thu 19:47 -- 482/h)
20240912-17:26:55 nb_generated 150 model 0 (finishes Thu 19:59 -- 448/h)
20240912-17:26:56 nb_generated 156 model 9 (finishes Thu 19:46 -- 484/h)
20240912-17:27:05 nb_generated 156 model 6 (finishes Thu 19:48 -- 479/h)
20240912-17:27:07 nb_generated 150 model 6 (finishes Thu 20:01 -- 443/h)
20240912-17:27:13 nb_generated 156 model 0 (finishes Thu 19:49 -- 475/h)
20240912-17:27:14 nb_generated 152 model 2 (finishes Thu 20:01 -- 443/h)
20240912-17:27:20 nb_generated 156 model 6 (finishes Thu 19:50 -- 472/h)
20240912-17:27:25 nb_generated 155 model 1 (finishes Thu 20:00 -- 446/h)
20240912-17:27:26 nb_generated 157 model 3 (finishes Thu 19:50 -- 472/h)
20240912-17:27:35 nb_generated 159 model 8 (finishes Thu 19:59 -- 449/h)
20240912-17:27:36 nb_generated 159 model 0 (finishes Thu 19:51 -- 471/h)
20240912-17:27:47 nb_generated 161 model 3 (finishes Thu 19:50 -- 473/h)
20240912-17:27:47 nb_generated 159 model 6 (finishes Thu 20:01 -- 443/h)
20240912-17:27:56 nb_generated 160 model 3 (finishes Thu 20:01 -- 443/h)
20240912-17:27:57 nb_generated 161 model 0 (finishes Thu 19:52 -- 468/h)
20240912-17:28:04 nb_generated 166 model 7 (finishes Thu 19:50 -- 473/h)
20240912-17:28:05 nb_generated 161 model 8 (finishes Thu 20:01 -- 442/h)
20240912-17:28:16 nb_generated 164 model 4 (finishes Thu 20:00 -- 445/h)
20240912-17:28:16 nb_generated 166 model 9 (finishes Thu 19:52 -- 467/h)
20240912-17:28:22 nb_generated 168 model 2 (finishes Thu 19:57 -- 453/h)
20240912-17:28:24 nb_generated 167 model 3 (finishes Thu 19:52 -- 467/h)
20240912-17:28:30 nb_generated 169 model 3 (finishes Thu 19:57 -- 453/h)
20240912-17:28:30 nb_generated 168 model 7 (finishes Thu 19:52 -- 467/h)
20240912-17:28:38 nb_generated 169 model 3 (finishes Thu 19:52 -- 467/h)
20240912-17:28:40 nb_generated 171 model 8 (finishes Thu 19:56 -- 456/h)
20240912-17:28:47 nb_generated 170 model 3 (finishes Thu 19:52 -- 466/h)
20240912-17:28:49 nb_generated 173 model 5 (finishes Thu 19:56 -- 455/h)
20240912-17:28:55 nb_generated 175 model 7 (finishes Thu 19:55 -- 459/h)
20240912-17:28:55 nb_generated 173 model 6 (finishes Thu 19:50 -- 474/h)
20240912-17:29:02 nb_generated 175 model 4 (finishes Thu 19:56 -- 456/h)
20240912-17:29:09 nb_generated 174 model 5 (finishes Thu 19:52 -- 467/h)
20240912-17:29:13 nb_generated 176 model 2 (finishes Thu 19:56 -- 455/h)
20240912-17:29:16 nb_generated 177 model 0 (finishes Thu 19:50 -- 474/h)
20240912-17:29:22 nb_generated 179 model 2 (finishes Thu 19:48 -- 479/h)
20240912-17:29:28 nb_generated 178 model 5 (finishes Thu 19:56 -- 455/h)
20240912-17:29:31 nb_generated 179 model 5 (finishes Thu 19:49 -- 475/h)
20240912-17:29:38 nb_generated 179 model 6 (finishes Thu 19:51 -- 471/h)
20240912-17:29:40 nb_generated 179 model 1 (finishes Thu 19:57 -- 453/h)
20240912-17:29:48 nb_generated 181 model 8 (finishes Thu 19:51 -- 470/h)
20240912-17:29:49 nb_generated 181 model 6 (finishes Thu 19:56 -- 456/h)
20240912-17:29:59 nb_generated 181 model 9 (finishes Thu 19:53 -- 465/h)
20240912-17:30:03 nb_generated 182 model 9 (finishes Thu 19:57 -- 454/h)
20240912-17:30:06 nb_generated 182 model 4 (finishes Thu 19:52 -- 466/h)
20240912-17:30:17 nb_generated 184 model 5 (finishes Thu 19:52 -- 467/h)
20240912-17:30:20 nb_generated 185 model 8 (finishes Thu 19:57 -- 453/h)
20240912-17:30:30 nb_generated 187 model 4 (finishes Thu 19:50 -- 472/h)
20240912-17:30:32 nb_generated 185 model 9 (finishes Thu 19:59 -- 448/h)
20240912-17:30:39 nb_generated 185 model 4 (finishes Thu 20:00 -- 446/h)
20240912-17:30:41 nb_generated 188 model 9 (finishes Thu 19:51 -- 470/h)
20240912-17:30:48 nb_generated 188 model 7 (finishes Thu 19:52 -- 468/h)
20240912-17:30:52 nb_generated 187 model 4 (finishes Thu 19:59 -- 447/h)
20240912-17:30:54 nb_generated 190 model 4 (finishes Thu 19:50 -- 472/h)
20240912-17:30:58 nb_generated 192 model 7 (finishes Thu 19:56 -- 457/h)
20240912-17:31:03 nb_generated 191 model 1 (finishes Thu 19:51 -- 471/h)
20240912-17:31:05 nb_generated 193 model 2 (finishes Thu 19:55 -- 457/h)
20240912-17:31:09 nb_generated 192 model 4 (finishes Thu 19:51 -- 471/h)
20240912-17:31:17 nb_generated 193 model 0 (finishes Thu 19:57 -- 453/h)
20240912-17:31:17 nb_generated 194 model 0 (finishes Thu 19:51 -- 471/h)
20240912-17:31:27 nb_generated 195 model 6 (finishes Thu 19:51 -- 470/h)
20240912-17:31:29 nb_generated 194 model 9 (finishes Thu 19:58 -- 451/h)
20240912-17:31:38 nb_generated 195 model 1 (finishes Thu 19:58 -- 451/h)
20240912-17:31:39 nb_generated 199 model 4 (finishes Thu 19:49 -- 475/h)
20240912-17:31:46 nb_generated 199 model 6 (finishes Thu 19:50 -- 472/h)
20240912-17:31:48 nb_generated 197 model 5 (finishes Thu 19:59 -- 447/h)
20240912-17:31:54 nb_generated 201 model 0 (finishes Thu 19:49 -- 475/h)
20240912-17:31:56 nb_generated 198 model 7 (finishes Thu 20:00 -- 444/h)
20240912-17:32:01 nb_generated 201 model 7 (finishes Thu 19:50 -- 472/h)
20240912-17:32:08 nb_generated 198 model 0 (finishes Thu 20:02 -- 440/h)
20240912-17:32:12 nb_generated 201 model 0 (finishes Thu 19:52 -- 468/h)
20240912-17:32:16 nb_generated 198 model 4 (finishes Thu 20:03 -- 437/h)
20240912-17:32:22 nb_generated 203 model 9 (finishes Thu 19:51 -- 470/h)
20240912-17:32:26 nb_generated 201 model 1 (finishes Thu 20:02 -- 439/h)
20240912-17:32:29 nb_generated 206 model 4 (finishes Thu 19:51 -- 470/h)
20240912-17:32:33 nb_generated 201 model 6 (finishes Thu 20:03 -- 436/h)
20240912-17:32:40 nb_generated 209 model 0 (finishes Thu 19:50 -- 472/h)
20240912-17:32:44 nb_generated 202 model 3 (finishes Thu 20:04 -- 436/h)
20240912-17:32:49 nb_generated 211 model 9 (finishes Thu 19:50 -- 474/h)
20240912-17:32:52 nb_generated 202 model 3 (finishes Thu 20:05 -- 432/h)
20240912-17:33:00 nb_generated 213 model 0 (finishes Thu 19:51 -- 470/h)
20240912-17:33:04 nb_generated 202 model 2 (finishes Thu 20:06 -- 429/h)
20240912-17:33:09 nb_generated 214 model 1 (finishes Thu 19:51 -- 469/h)
20240912-17:33:09 nb_generated 202 model 2 (finishes Thu 20:07 -- 427/h)
20240912-17:33:25 nb_generated 202 model 9 (finishes Thu 20:09 -- 422/h)
20240912-17:33:25 nb_generated 214 model 6 (finishes Thu 19:53 -- 464/h)
20240912-17:33:35 nb_generated 216 model 4 (finishes Thu 19:54 -- 460/h)
20240912-17:33:37 nb_generated 203 model 1 (finishes Thu 20:10 -- 420/h)
20240912-17:33:43 nb_generated 217 model 1 (finishes Thu 19:55 -- 460/h)
20240912-17:33:48 nb_generated 205 model 0 (finishes Thu 20:11 -- 417/h)
20240912-17:33:53 nb_generated 219 model 8 (finishes Thu 19:54 -- 462/h)
20240912-17:33:56 nb_generated 206 model 6 (finishes Thu 20:11 -- 417/h)
20240912-17:34:00 nb_generated 219 model 0 (finishes Thu 19:55 -- 459/h)
20240912-17:34:05 nb_generated 207 model 1 (finishes Thu 20:13 -- 414/h)
20240912-17:34:07 nb_generated 220 model 8 (finishes Thu 19:55 -- 460/h)
20240912-17:34:14 nb_generated 207 model 4 (finishes Thu 20:14 -- 411/h)
20240912-17:34:16 nb_generated 220 model 0 (finishes Thu 19:56 -- 457/h)
20240912-17:34:24 nb_generated 225 model 2 (finishes Thu 19:54 -- 462/h)
20240912-17:34:27 nb_generated 207 model 3 (finishes Thu 20:15 -- 407/h)
20240912-17:34:30 nb_generated 228 model 7 (finishes Thu 19:52 -- 468/h)
20240912-17:34:39 nb_generated 210 model 2 (finishes Thu 20:16 -- 406/h)
20240912-17:34:41 nb_generated 230 model 0 (finishes Thu 19:51 -- 470/h)
20240912-17:34:45 nb_generated 211 model 9 (finishes Thu 20:17 -- 404/h)
20240912-17:34:54 nb_generated 230 model 6 (finishes Thu 19:53 -- 465/h)
20240912-17:34:58 nb_generated 212 model 9 (finishes Thu 20:19 -- 401/h)
20240912-17:35:03 nb_generated 231 model 8 (finishes Thu 19:53 -- 465/h)
20240912-17:35:06 nb_generated 213 model 8 (finishes Thu 20:18 -- 401/h)
20240912-17:35:12 nb_generated 231 model 9 (finishes Thu 19:54 -- 462/h)
20240912-17:35:16 nb_generated 213 model 9 (finishes Thu 20:20 -- 398/h)
20240912-17:35:19 nb_generated 235 model 4 (finishes Thu 19:51 -- 470/h)
20240912-17:35:24 nb_generated 213 model 2 (finishes Thu 20:21 -- 396/h)
20240912-17:35:28 nb_generated 237 model 0 (finishes Thu 19:50 -- 472/h)
20240912-17:35:31 nb_generated 216 model 4 (finishes Thu 20:18 -- 402/h)
20240912-17:35:36 nb_generated 238 model 4 (finishes Thu 19:50 -- 472/h)
20240912-17:35:42 nb_generated 217 model 3 (finishes Thu 20:18 -- 401/h)
20240912-17:35:45 nb_generated 238 model 6 (finishes Thu 19:51 -- 469/h)
20240912-17:35:50 nb_generated 239 model 2 (finishes Thu 19:52 -- 467/h)
20240912-17:35:53 nb_generated 217 model 0 (finishes Thu 20:20 -- 398/h)
20240912-17:35:56 nb_generated 241 model 2 (finishes Thu 19:51 -- 470/h)
20240912-17:36:03 nb_generated 243 model 8 (finishes Thu 19:50 -- 473/h)
20240912-17:36:06 nb_generated 218 model 8 (finishes Thu 20:20 -- 397/h)
20240912-17:36:14 nb_generated 218 model 0 (finishes Thu 20:21 -- 395/h)
20240912-17:36:15 nb_generated 244 model 8 (finishes Thu 19:51 -- 471/h)
20240912-17:36:21 nb_generated 220 model 7 (finishes Thu 20:20 -- 398/h)
20240912-17:36:23 nb_generated 245 model 4 (finishes Thu 19:51 -- 471/h)
20240912-17:36:28 nb_generated 220 model 6 (finishes Thu 20:21 -- 396/h)
20240912-17:36:29 nb_generated 247 model 4 (finishes Thu 19:50 -- 474/h)
20240912-17:36:37 nb_generated 222 model 6 (finishes Thu 20:20 -- 398/h)
20240912-17:36:37 nb_generated 251 model 0 (finishes Thu 19:49 -- 476/h)
20240912-17:36:45 nb_generated 222 model 0 (finishes Thu 20:21 -- 396/h)
20240912-17:36:53 nb_generated 253 model 8 (finishes Thu 19:50 -- 474/h)
20240912-17:36:58 nb_generated 223 model 8 (finishes Thu 20:21 -- 395/h)
20240912-17:37:01 nb_generated 254 model 7 (finishes Thu 19:50 -- 474/h)
20240912-17:37:07 nb_generated 224 model 8 (finishes Thu 20:21 -- 395/h)
20240912-17:37:10 nb_generated 258 model 4 (finishes Thu 19:48 -- 480/h)
20240912-17:37:15 nb_generated 260 model 7 (finishes Thu 19:47 -- 481/h)
20240912-17:37:19 nb_generated 224 model 6 (finishes Thu 20:23 -- 392/h)
20240912-17:37:29 nb_generated 226 model 5 (finishes Thu 20:23 -- 392/h)
20240912-17:37:32 nb_generated 262 model 9 (finishes Thu 19:48 -- 480/h)
20240912-17:37:35 nb_generated 227 model 2 (finishes Thu 20:22 -- 393/h)
20240912-17:37:39 nb_generated 262 model 3 (finishes Thu 19:48 -- 478/h)
20240912-17:37:41 nb_generated 229 model 6 (finishes Thu 20:21 -- 396/h)
20240912-17:37:52 nb_generated 263 model 9 (finishes Thu 19:50 -- 474/h)
20240912-17:37:54 nb_generated 233 model 5 (finishes Thu 20:18 -- 402/h)
20240912-17:38:01 nb_generated 264 model 9 (finishes Thu 19:50 -- 474/h)
20240912-17:38:04 nb_generated 233 model 6 (finishes Thu 20:19 -- 399/h)
20240912-17:38:07 nb_generated 265 model 2 (finishes Thu 19:50 -- 474/h)
20240912-17:38:09 nb_generated 233 model 7 (finishes Thu 20:20 -- 398/h)
20240912-17:38:15 nb_generated 265 model 5 (finishes Thu 19:50 -- 472/h)
20240912-17:38:23 nb_generated 234 model 5 (finishes Thu 20:21 -- 396/h)
20240912-17:38:30 nb_generated 266 model 5 (finishes Thu 19:51 -- 470/h)
20240912-17:38:31 nb_generated 237 model 0 (finishes Thu 20:19 -- 399/h)
20240912-17:38:38 nb_generated 269 model 4 (finishes Thu 19:50 -- 472/h)
20240912-17:38:40 nb_generated 237 model 3 (finishes Thu 20:20 -- 397/h)
20240912-17:38:47 nb_generated 238 model 1 (finishes Thu 20:21 -- 395/h)
20240912-17:38:48 nb_generated 272 model 5 (finishes Thu 19:49 -- 476/h)
20240912-17:38:56 nb_generated 240 model 3 (finishes Thu 20:20 -- 397/h)
20240912-17:39:05 nb_generated 274 model 8 (finishes Thu 19:49 -- 475/h)
20240912-17:39:09 nb_generated 241 model 9 (finishes Thu 20:21 -- 396/h)
20240912-17:39:12 nb_generated 276 model 0 (finishes Thu 19:49 -- 477/h)
20240912-17:39:15 nb_generated 242 model 7 (finishes Thu 20:20 -- 397/h)
20240912-17:39:20 nb_generated 276 model 3 (finishes Thu 19:49 -- 475/h)
20240912-17:39:22 nb_generated 243 model 2 (finishes Thu 20:20 -- 398/h)
20240912-17:39:26 nb_generated 277 model 2 (finishes Thu 19:49 -- 476/h)
20240912-17:39:32 nb_generated 244 model 0 (finishes Thu 20:20 -- 397/h)
20240912-17:39:35 nb_generated 278 model 6 (finishes Thu 19:50 -- 473/h)
20240912-17:39:41 nb_generated 244 model 2 (finishes Thu 20:21 -- 395/h)
20240912-17:39:45 nb_generated 280 model 3 (finishes Thu 19:50 -- 472/h)
20240912-17:39:51 nb_generated 246 model 3 (finishes Thu 20:20 -- 397/h)
20240912-17:39:53 nb_generated 280 model 0 (finishes Thu 19:51 -- 470/h)
20240912-17:39:59 nb_generated 280 model 7 (finishes Thu 19:52 -- 468/h)
20240912-17:40:00 nb_generated 247 model 1 (finishes Thu 20:20 -- 397/h)
20240912-17:40:09 nb_generated 250 model 1 (finishes Thu 20:19 -- 399/h)
20240912-17:40:11 nb_generated 283 model 5 (finishes Thu 19:51 -- 469/h)
20240912-17:40:19 nb_generated 285 model 0 (finishes Thu 19:51 -- 471/h)
20240912-17:40:20 nb_generated 250 model 4 (finishes Thu 20:20 -- 397/h)
20240912-17:40:28 nb_generated 289 model 1 (finishes Thu 19:49 -- 475/h)
20240912-17:40:29 nb_generated 251 model 4 (finishes Thu 20:20 -- 397/h)
20240912-17:40:34 nb_generated 291 model 7 (finishes Thu 19:49 -- 476/h)
20240912-17:40:44 nb_generated 251 model 9 (finishes Thu 20:22 -- 393/h)
20240912-17:40:46 nb_generated 292 model 6 (finishes Thu 19:50 -- 474/h)
20240912-17:40:53 nb_generated 252 model 4 (finishes Thu 20:23 -- 391/h)
20240912-17:40:59 nb_generated 253 model 4 (finishes Thu 20:24 -- 390/h)
20240912-17:40:59 nb_generated 293 model 9 (finishes Thu 19:50 -- 473/h)
20240912-17:41:07 nb_generated 254 model 3 (finishes Thu 20:24 -- 390/h)
20240912-17:41:07 nb_generated 295 model 4 (finishes Thu 19:49 -- 475/h)
20240912-17:41:15 nb_generated 256 model 3 (finishes Thu 20:23 -- 392/h)
20240912-17:41:22 nb_generated 295 model 6 (finishes Thu 19:51 -- 471/h)
20240912-17:41:26 nb_generated 259 model 8 (finishes Thu 20:21 -- 396/h)
20240912-17:41:29 nb_generated 297 model 1 (finishes Thu 19:50 -- 473/h)
20240912-17:41:35 nb_generated 260 model 6 (finishes Thu 20:21 -- 396/h)
20240912-17:41:36 nb_generated 297 model 7 (finishes Thu 19:51 -- 471/h)
20240912-17:41:48 nb_generated 297 model 1 (finishes Thu 19:52 -- 468/h)
20240912-17:41:51 nb_generated 261 model 9 (finishes Thu 20:21 -- 395/h)
20240912-17:41:55 nb_generated 297 model 8 (finishes Thu 19:52 -- 466/h)
20240912-17:42:03 nb_generated 263 model 3 (finishes Thu 20:22 -- 394/h)
20240912-17:42:03 nb_generated 299 model 5 (finishes Thu 19:52 -- 468/h)
20240912-17:42:10 nb_generated 301 model 8 (finishes Thu 19:51 -- 470/h)
20240912-17:42:11 nb_generated 265 model 7 (finishes Thu 20:23 -- 392/h)
20240912-17:42:19 nb_generated 266 model 4 (finishes Thu 20:22 -- 393/h)
20240912-17:42:24 nb_generated 301 model 6 (finishes Thu 19:52 -- 467/h)
20240912-17:42:25 nb_generated 267 model 1 (finishes Thu 20:22 -- 393/h)
20240912-17:42:32 nb_generated 270 model 7 (finishes Thu 20:20 -- 398/h)
20240912-17:42:40 nb_generated 304 model 8 (finishes Thu 19:52 -- 466/h)
20240912-17:42:42 nb_generated 271 model 1 (finishes Thu 20:20 -- 397/h)
20240912-17:42:47 nb_generated 307 model 1 (finishes Thu 19:51 -- 471/h)
20240912-17:42:52 nb_generated 271 model 9 (finishes Thu 20:21 -- 395/h)
20240912-17:42:55 nb_generated 309 model 7 (finishes Thu 19:50 -- 472/h)
20240912-17:43:04 nb_generated 312 model 1 (finishes Thu 19:50 -- 472/h)
20240912-17:43:05 nb_generated 271 model 6 (finishes Thu 20:22 -- 392/h)
20240912-17:43:10 nb_generated 274 model 2 (finishes Thu 20:20 -- 397/h)
20240912-17:43:18 nb_generated 312 model 9 (finishes Thu 19:52 -- 468/h)
20240912-17:43:21 nb_generated 274 model 0 (finishes Thu 20:21 -- 395/h)
20240912-17:43:25 nb_generated 314 model 4 (finishes Thu 19:51 -- 470/h)
20240912-17:43:29 nb_generated 276 model 4 (finishes Thu 20:20 -- 397/h)
20240912-17:43:33 nb_generated 316 model 4 (finishes Thu 19:50 -- 472/h)
20240912-17:43:37 nb_generated 277 model 1 (finishes Thu 20:20 -- 397/h)
20240912-17:43:40 nb_generated 316 model 4 (finishes Thu 19:51 -- 471/h)
20240912-17:43:47 nb_generated 278 model 2 (finishes Thu 20:20 -- 397/h)
20240912-17:43:53 nb_generated 317 model 9 (finishes Thu 19:51 -- 469/h)
20240912-17:43:54 nb_generated 278 model 5 (finishes Thu 20:21 -- 395/h)
20240912-17:44:02 nb_generated 319 model 8 (finishes Thu 19:51 -- 471/h)
20240912-17:44:04 nb_generated 279 model 1 (finishes Thu 20:21 -- 395/h)
20240912-17:44:13 nb_generated 280 model 3 (finishes Thu 20:21 -- 395/h)
20240912-17:44:13 nb_generated 320 model 8 (finishes Thu 19:51 -- 470/h)
20240912-17:44:19 nb_generated 320 model 4 (finishes Thu 19:52 -- 469/h)
20240912-17:44:23 nb_generated 280 model 3 (finishes Thu 20:22 -- 393/h)
20240912-17:44:25 nb_generated 321 model 7 (finishes Thu 19:52 -- 467/h)
20240912-17:44:32 nb_generated 325 model 4 (finishes Thu 19:51 -- 469/h)
20240912-17:44:38 nb_generated 283 model 0 (finishes Thu 20:22 -- 394/h)
20240912-17:44:44 nb_generated 328 model 6 (finishes Thu 19:51 -- 470/h)
20240912-17:44:51 nb_generated 283 model 9 (finishes Thu 20:23 -- 391/h)
20240912-17:44:58 nb_generated 283 model 7 (finishes Thu 20:24 -- 390/h)
20240912-17:44:58 nb_generated 329 model 0 (finishes Thu 19:52 -- 468/h)
20240912-17:45:08 nb_generated 285 model 2 (finishes Thu 20:24 -- 390/h)
20240912-17:45:09 nb_generated 330 model 5 (finishes Thu 19:52 -- 468/h)
20240912-17:45:15 nb_generated 288 model 7 (finishes Thu 20:23 -- 392/h)
20240912-17:45:18 nb_generated 331 model 3 (finishes Thu 19:52 -- 466/h)
20240912-17:45:25 nb_generated 289 model 6 (finishes Thu 20:23 -- 392/h)
20240912-17:45:27 nb_generated 332 model 4 (finishes Thu 19:53 -- 465/h)
20240912-17:45:32 nb_generated 292 model 2 (finishes Thu 20:23 -- 390/h)
20240912-17:45:36 nb_generated 335 model 3 (finishes Thu 19:52 -- 469/h)
20240912-17:45:38 nb_generated 293 model 7 (finishes Thu 20:23 -- 391/h)
20240912-17:45:44 nb_generated 337 model 4 (finishes Thu 19:52 -- 468/h)
20240912-17:45:45 nb_generated 294 model 3 (finishes Thu 20:23 -- 392/h)
20240912-17:45:52 nb_generated 338 model 5 (finishes Thu 19:52 -- 467/h)
20240912-17:45:59 nb_generated 341 model 2 (finishes Thu 19:52 -- 467/h)
20240912-17:45:59 nb_generated 295 model 9 (finishes Thu 20:23 -- 391/h)
20240912-17:46:06 nb_generated 295 model 2 (finishes Thu 20:24 -- 389/h)
20240912-17:46:09 nb_generated 342 model 0 (finishes Thu 19:53 -- 464/h)
20240912-17:46:14 nb_generated 298 model 8 (finishes Thu 20:22 -- 393/h)
20240912-17:46:19 nb_generated 344 model 2 (finishes Thu 19:52 -- 466/h)
20240912-17:46:26 nb_generated 299 model 8 (finishes Thu 20:22 -- 393/h)
20240912-17:46:28 nb_generated 346 model 6 (finishes Thu 19:53 -- 466/h)
20240912-17:46:36 nb_generated 300 model 5 (finishes Thu 20:22 -- 392/h)
20240912-17:46:41 nb_generated 347 model 6 (finishes Thu 19:53 -- 464/h)
20240912-17:46:42 nb_generated 302 model 1 (finishes Thu 20:22 -- 393/h)
20240912-17:46:50 nb_generated 304 model 0 (finishes Thu 20:21 -- 395/h)
20240912-17:46:54 nb_generated 348 model 0 (finishes Thu 19:53 -- 463/h)
20240912-17:46:59 nb_generated 305 model 5 (finishes Thu 20:21 -- 395/h)
20240912-17:47:01 nb_generated 352 model 1 (finishes Thu 19:52 -- 467/h)
20240912-17:47:07 nb_generated 307 model 6 (finishes Thu 20:21 -- 395/h)
20240912-17:47:07 nb_generated 353 model 2 (finishes Thu 19:52 -- 467/h)
20240912-17:47:14 nb_generated 308 model 4 (finishes Thu 20:21 -- 396/h)
20240912-17:47:15 nb_generated 356 model 7 (finishes Thu 19:52 -- 467/h)
20240912-17:47:24 nb_generated 357 model 8 (finishes Thu 19:52 -- 467/h)
20240912-17:47:27 nb_generated 308 model 6 (finishes Thu 20:22 -- 393/h)
20240912-17:47:33 nb_generated 357 model 0 (finishes Thu 19:53 -- 465/h)
20240912-17:47:36 nb_generated 308 model 8 (finishes Thu 20:23 -- 391/h)
20240912-17:47:44 nb_generated 311 model 1 (finishes Thu 20:21 -- 395/h)
20240912-17:47:45 nb_generated 359 model 0 (finishes Thu 19:53 -- 465/h)
20240912-17:47:55 nb_generated 314 model 8 (finishes Thu 20:21 -- 396/h)
20240912-17:48:01 nb_generated 361 model 1 (finishes Thu 19:53 -- 464/h)
20240912-17:48:06 nb_generated 316 model 1 (finishes Thu 20:20 -- 398/h)
20240912-17:48:06 nb_generated 362 model 7 (finishes Thu 19:54 -- 463/h)
20240912-17:48:13 nb_generated 316 model 2 (finishes Thu 20:21 -- 396/h)
20240912-17:48:21 nb_generated 362 model 9 (finishes Thu 19:55 -- 459/h)
20240912-17:48:29 nb_generated 319 model 6 (finishes Thu 20:20 -- 399/h)
20240912-17:48:30 nb_generated 364 model 8 (finishes Thu 19:54 -- 461/h)
20240912-17:48:39 nb_generated 365 model 1 (finishes Thu 19:55 -- 459/h)
20240912-17:48:43 nb_generated 322 model 9 (finishes Thu 20:19 -- 399/h)
20240912-17:48:46 nb_generated 368 model 2 (finishes Thu 19:54 -- 461/h)
20240912-17:48:50 nb_generated 324 model 8 (finishes Thu 20:18 -- 401/h)
20240912-17:48:56 nb_generated 325 model 2 (finishes Thu 20:18 -- 402/h)
20240912-17:48:58 nb_generated 370 model 9 (finishes Thu 19:54 -- 461/h)
20240912-17:49:07 nb_generated 326 model 9 (finishes Thu 20:18 -- 401/h)
20240912-17:49:10 nb_generated 372 model 1 (finishes Thu 19:54 -- 462/h)
20240912-17:49:17 nb_generated 329 model 8 (finishes Thu 20:17 -- 404/h)
20240912-17:49:23 nb_generated 329 model 7 (finishes Thu 20:17 -- 403/h)
20240912-17:49:24 nb_generated 373 model 9 (finishes Thu 19:54 -- 461/h)
20240912-17:49:31 nb_generated 329 model 4 (finishes Thu 20:18 -- 402/h)
20240912-17:49:32 nb_generated 375 model 3 (finishes Thu 19:54 -- 463/h)
20240912-17:49:36 nb_generated 331 model 7 (finishes Thu 20:17 -- 404/h)
20240912-17:49:43 nb_generated 376 model 0 (finishes Thu 19:54 -- 462/h)
20240912-17:49:44 nb_generated 334 model 2 (finishes Thu 20:15 -- 408/h)
20240912-17:49:53 nb_generated 378 model 6 (finishes Thu 19:53 -- 463/h)
20240912-17:49:55 nb_generated 334 model 8 (finishes Thu 20:16 -- 405/h)
20240912-17:50:04 nb_generated 335 model 0 (finishes Thu 20:17 -- 404/h)
20240912-17:50:04 nb_generated 378 model 1 (finishes Thu 19:54 -- 461/h)
20240912-17:50:13 nb_generated 379 model 1 (finishes Thu 19:54 -- 460/h)
20240912-17:50:14 nb_generated 336 model 5 (finishes Thu 20:17 -- 404/h)
20240912-17:50:24 nb_generated 336 model 0 (finishes Thu 20:18 -- 402/h)
20240912-17:50:27 nb_generated 381 model 5 (finishes Thu 19:55 -- 458/h)
20240912-17:50:33 nb_generated 382 model 5 (finishes Thu 19:56 -- 456/h)
20240912-17:50:34 nb_generated 338 model 3 (finishes Thu 20:18 -- 402/h)
20240912-17:50:44 nb_generated 339 model 8 (finishes Thu 20:19 -- 400/h)
20240912-17:50:46 nb_generated 384 model 8 (finishes Thu 19:56 -- 457/h)
20240912-17:50:55 nb_generated 387 model 1 (finishes Thu 19:54 -- 460/h)
20240912-17:50:59 nb_generated 340 model 3 (finishes Thu 20:20 -- 397/h)
20240912-17:51:00 nb_generated 390 model 7 (finishes Thu 19:53 -- 464/h)
20240912-17:51:10 nb_generated 391 model 3 (finishes Thu 19:54 -- 462/h)
20240912-17:51:11 nb_generated 341 model 6 (finishes Thu 20:20 -- 397/h)
20240912-17:51:18 nb_generated 344 model 4 (finishes Thu 20:20 -- 397/h)
20240912-17:51:23 nb_generated 393 model 5 (finishes Thu 19:54 -- 461/h)
20240912-17:51:27 nb_generated 344 model 5 (finishes Thu 20:21 -- 396/h)
20240912-17:51:35 nb_generated 394 model 6 (finishes Thu 19:55 -- 460/h)
20240912-17:51:40 nb_generated 345 model 8 (finishes Thu 20:22 -- 394/h)
20240912-17:51:43 nb_generated 396 model 4 (finishes Thu 19:54 -- 461/h)
20240912-17:51:51 nb_generated 347 model 3 (finishes Thu 20:22 -- 393/h)
20240912-17:51:52 nb_generated 397 model 8 (finishes Thu 19:54 -- 461/h)
20240912-17:51:58 nb_generated 398 model 2 (finishes Thu 19:55 -- 460/h)
20240912-17:52:00 nb_generated 349 model 6 (finishes Thu 20:22 -- 393/h)
20240912-17:52:08 nb_generated 349 model 3 (finishes Thu 20:23 -- 392/h)
20240912-17:52:12 nb_generated 400 model 6 (finishes Thu 19:54 -- 460/h)
20240912-17:52:21 nb_generated 349 model 9 (finishes Thu 20:24 -- 390/h)
20240912-17:52:24 nb_generated 400 model 5 (finishes Thu 19:55 -- 458/h)
20240912-17:52:28 nb_generated 350 model 7 (finishes Thu 20:24 -- 389/h)
20240912-17:52:36 nb_generated 351 model 7 (finishes Thu 20:24 -- 389/h)
20240912-17:52:36 nb_generated 405 model 4 (finishes Thu 19:55 -- 457/h)
20240912-17:52:47 nb_generated 352 model 5 (finishes Thu 20:24 -- 389/h)
20240912-17:52:48 nb_generated 406 model 4 (finishes Thu 19:56 -- 455/h)
20240912-17:52:56 nb_generated 408 model 4 (finishes Thu 19:56 -- 455/h)
20240912-17:52:57 nb_generated 353 model 1 (finishes Thu 20:25 -- 387/h)
20240912-17:53:03 nb_generated 355 model 2 (finishes Thu 20:24 -- 389/h)
20240912-17:53:07 nb_generated 410 model 0 (finishes Thu 19:57 -- 454/h)
20240912-17:53:11 nb_generated 356 model 4 (finishes Thu 20:24 -- 389/h)
20240912-17:53:16 nb_generated 411 model 1 (finishes Thu 19:57 -- 453/h)
20240912-17:53:18 nb_generated 360 model 2 (finishes Thu 20:22 -- 393/h)
20240912-17:53:30 nb_generated 361 model 5 (finishes Thu 20:23 -- 391/h)
20240912-17:53:32 nb_generated 415 model 8 (finishes Thu 19:57 -- 453/h)
20240912-17:53:38 nb_generated 361 model 0 (finishes Thu 20:24 -- 389/h)
20240912-17:53:40 nb_generated 415 model 5 (finishes Thu 19:58 -- 451/h)
20240912-17:53:50 nb_generated 364 model 5 (finishes Thu 20:23 -- 390/h)
20240912-17:53:52 nb_generated 416 model 8 (finishes Thu 19:58 -- 450/h)
20240912-17:53:59 nb_generated 417 model 2 (finishes Thu 19:58 -- 451/h)
20240912-17:53:59 nb_generated 365 model 3 (finishes Thu 20:23 -- 390/h)
20240912-17:54:09 nb_generated 421 model 5 (finishes Thu 19:57 -- 452/h)
20240912-17:54:10 nb_generated 366 model 2 (finishes Thu 20:24 -- 389/h)
20240912-17:54:17 nb_generated 424 model 7 (finishes Thu 19:57 -- 452/h)
20240912-17:54:22 nb_generated 367 model 2 (finishes Thu 20:24 -- 388/h)
20240912-17:54:25 nb_generated 425 model 8 (finishes Thu 19:57 -- 452/h)
20240912-17:54:29 nb_generated 368 model 3 (finishes Thu 20:24 -- 389/h)
20240912-17:54:35 nb_generated 371 model 2 (finishes Thu 20:23 -- 391/h)
20240912-17:54:37 nb_generated 427 model 8 (finishes Thu 19:57 -- 452/h)
20240912-17:54:47 nb_generated 428 model 3 (finishes Thu 19:57 -- 452/h)
20240912-17:54:49 nb_generated 373 model 5 (finishes Thu 20:23 -- 391/h)
20240912-17:54:57 nb_generated 429 model 9 (finishes Thu 19:57 -- 452/h)
20240912-17:55:01 nb_generated 375 model 4 (finishes Thu 20:23 -- 391/h)
20240912-17:55:03 nb_generated 430 model 7 (finishes Thu 19:58 -- 451/h)
20240912-17:55:07 nb_generated 376 model 3 (finishes Thu 20:23 -- 391/h)
20240912-17:55:14 nb_generated 377 model 4 (finishes Thu 20:23 -- 392/h)
20240912-17:55:18 nb_generated 431 model 0 (finishes Thu 19:58 -- 449/h)
20240912-17:55:24 nb_generated 378 model 0 (finishes Thu 20:23 -- 391/h)
20240912-17:55:27 nb_generated 433 model 1 (finishes Thu 19:58 -- 451/h)
20240912-17:55:35 nb_generated 378 model 0 (finishes Thu 20:24 -- 390/h)
20240912-17:55:35 nb_generated 434 model 1 (finishes Thu 19:58 -- 450/h)
20240912-17:55:42 nb_generated 435 model 3 (finishes Thu 19:58 -- 451/h)
20240912-17:55:44 nb_generated 381 model 0 (finishes Thu 20:22 -- 393/h)
20240912-17:55:54 nb_generated 382 model 8 (finishes Thu 20:22 -- 393/h)
20240912-17:55:54 nb_generated 435 model 9 (finishes Thu 19:59 -- 449/h)
20240912-17:56:01 nb_generated 437 model 4 (finishes Thu 19:58 -- 449/h)
20240912-17:56:07 nb_generated 384 model 6 (finishes Thu 20:22 -- 393/h)
20240912-17:56:09 nb_generated 437 model 3 (finishes Thu 19:59 -- 447/h)
20240912-17:56:16 nb_generated 437 model 7 (finishes Thu 19:59 -- 446/h)
20240912-17:56:17 nb_generated 384 model 6 (finishes Thu 20:23 -- 392/h)
20240912-17:56:25 nb_generated 437 model 0 (finishes Thu 20:00 -- 445/h)
20240912-17:56:26 nb_generated 385 model 4 (finishes Thu 20:23 -- 392/h)
20240912-17:56:34 nb_generated 440 model 4 (finishes Thu 19:59 -- 447/h)
20240912-17:56:36 nb_generated 387 model 2 (finishes Thu 20:22 -- 393/h)
20240912-17:56:41 nb_generated 442 model 2 (finishes Thu 19:59 -- 447/h)
20240912-17:56:45 nb_generated 387 model 3 (finishes Thu 20:23 -- 392/h)
20240912-17:56:51 nb_generated 442 model 6 (finishes Thu 20:00 -- 446/h)
20240912-17:56:53 nb_generated 389 model 0 (finishes Thu 20:22 -- 393/h)
20240912-17:56:58 nb_generated 444 model 7 (finishes Thu 19:59 -- 447/h)
20240912-17:57:03 nb_generated 392 model 2 (finishes Thu 20:21 -- 394/h)
20240912-17:57:05 nb_generated 445 model 2 (finishes Thu 19:59 -- 448/h)
20240912-17:57:12 nb_generated 448 model 0 (finishes Thu 19:58 -- 450/h)
20240912-17:57:17 nb_generated 393 model 6 (finishes Thu 20:22 -- 392/h)
20240912-17:57:18 nb_generated 450 model 7 (finishes Thu 19:57 -- 452/h)
20240912-17:57:25 nb_generated 453 model 5 (finishes Thu 19:56 -- 455/h)
20240912-17:57:32 nb_generated 455 model 2 (finishes Thu 19:56 -- 456/h)
20240912-17:57:32 nb_generated 393 model 9 (finishes Thu 20:24 -- 390/h)
20240912-17:57:39 nb_generated 393 model 7 (finishes Thu 20:24 -- 389/h)
20240912-17:57:40 nb_generated 457 model 2 (finishes Thu 19:55 -- 458/h)
20240912-17:57:50 nb_generated 458 model 4 (finishes Thu 19:55 -- 457/h)
20240912-17:57:50 nb_generated 393 model 0 (finishes Thu 20:25 -- 388/h)
20240912-17:57:58 nb_generated 395 model 8 (finishes Thu 20:25 -- 388/h)
20240912-17:57:59 nb_generated 458 model 1 (finishes Thu 19:56 -- 456/h)
20240912-17:58:05 nb_generated 395 model 2 (finishes Thu 20:25 -- 387/h)
20240912-17:58:08 nb_generated 459 model 2 (finishes Thu 19:56 -- 456/h)
20240912-17:58:15 nb_generated 459 model 5 (finishes Thu 19:56 -- 454/h)
20240912-17:58:18 nb_generated 397 model 1 (finishes Thu 20:25 -- 388/h)
20240912-17:58:27 nb_generated 461 model 1 (finishes Thu 19:56 -- 455/h)
20240912-17:58:34 nb_generated 398 model 6 (finishes Thu 20:26 -- 385/h)
20240912-17:58:36 nb_generated 462 model 6 (finishes Thu 19:56 -- 455/h)
20240912-17:58:43 nb_generated 400 model 4 (finishes Thu 20:25 -- 387/h)
20240912-17:58:49 nb_generated 464 model 9 (finishes Thu 19:56 -- 455/h)
20240912-17:58:49 nb_generated 401 model 8 (finishes Thu 20:25 -- 387/h)
20240912-17:58:59 nb_generated 466 model 9 (finishes Thu 19:56 -- 456/h)
20240912-17:59:00 nb_generated 403 model 8 (finishes Thu 20:24 -- 388/h)
20240912-17:59:09 nb_generated 403 model 0 (finishes Thu 20:25 -- 387/h)
20240912-17:59:12 nb_generated 468 model 1 (finishes Thu 19:56 -- 455/h)
20240912-17:59:18 nb_generated 471 model 2 (finishes Thu 19:55 -- 458/h)
20240912-17:59:19 nb_generated 404 model 8 (finishes Thu 20:25 -- 387/h)
20240912-17:59:25 nb_generated 472 model 1 (finishes Thu 19:55 -- 458/h)
20240912-17:59:27 nb_generated 405 model 9 (finishes Thu 20:25 -- 387/h)
20240912-17:59:33 nb_generated 473 model 0 (finishes Thu 19:55 -- 458/h)
20240912-17:59:36 nb_generated 407 model 1 (finishes Thu 20:24 -- 388/h)
20240912-17:59:41 nb_generated 474 model 3 (finishes Thu 19:55 -- 458/h)
20240912-17:59:47 nb_generated 408 model 8 (finishes Thu 20:25 -- 388/h)
20240912-17:59:50 nb_generated 476 model 7 (finishes Thu 19:55 -- 458/h)
20240912-17:59:53 nb_generated 409 model 7 (finishes Thu 20:24 -- 389/h)
20240912-18:00:00 nb_generated 476 model 6 (finishes Thu 19:56 -- 457/h)
20240912-18:00:02 nb_generated 409 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:00:11 nb_generated 476 model 6 (finishes Thu 19:56 -- 455/h)
20240912-18:00:17 nb_generated 410 model 9 (finishes Thu 20:25 -- 387/h)
20240912-18:00:20 nb_generated 477 model 9 (finishes Thu 19:56 -- 455/h)
20240912-18:00:25 nb_generated 412 model 2 (finishes Thu 20:25 -- 387/h)
20240912-18:00:31 nb_generated 478 model 0 (finishes Thu 19:57 -- 454/h)
20240912-18:00:33 nb_generated 413 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:00:40 nb_generated 479 model 1 (finishes Thu 19:57 -- 454/h)
20240912-18:00:40 nb_generated 414 model 7 (finishes Thu 20:25 -- 387/h)
20240912-18:00:47 nb_generated 479 model 8 (finishes Thu 19:57 -- 453/h)
20240912-18:00:49 nb_generated 415 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:00:53 nb_generated 480 model 7 (finishes Thu 19:57 -- 453/h)
20240912-18:01:00 nb_generated 415 model 1 (finishes Thu 20:26 -- 386/h)
20240912-18:01:02 nb_generated 485 model 4 (finishes Thu 19:56 -- 457/h)
20240912-18:01:10 nb_generated 487 model 0 (finishes Thu 19:55 -- 458/h)
20240912-18:01:16 nb_generated 415 model 9 (finishes Thu 20:27 -- 384/h)
20240912-18:01:23 nb_generated 488 model 5 (finishes Thu 19:55 -- 457/h)
20240912-18:01:26 nb_generated 415 model 6 (finishes Thu 20:27 -- 382/h)
20240912-18:01:31 nb_generated 489 model 5 (finishes Thu 19:55 -- 457/h)
20240912-18:01:34 nb_generated 418 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:01:40 nb_generated 490 model 8 (finishes Thu 19:56 -- 457/h)
20240912-18:01:45 nb_generated 421 model 8 (finishes Thu 20:25 -- 387/h)
20240912-18:01:47 nb_generated 491 model 0 (finishes Thu 19:56 -- 457/h)
20240912-18:01:54 nb_generated 421 model 8 (finishes Thu 20:26 -- 386/h)
20240912-18:01:58 nb_generated 491 model 5 (finishes Thu 19:56 -- 455/h)
20240912-18:02:02 nb_generated 423 model 0 (finishes Thu 20:25 -- 388/h)
20240912-18:02:13 nb_generated 493 model 9 (finishes Thu 19:56 -- 456/h)
20240912-18:02:18 nb_generated 423 model 6 (finishes Thu 20:26 -- 385/h)
20240912-18:02:22 nb_generated 493 model 6 (finishes Thu 19:57 -- 454/h)
20240912-18:02:29 nb_generated 498 model 1 (finishes Thu 19:55 -- 458/h)
20240912-18:02:31 nb_generated 423 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:02:35 nb_generated 501 model 8 (finishes Thu 19:54 -- 461/h)
20240912-18:02:43 nb_generated 425 model 5 (finishes Thu 20:27 -- 383/h)
20240912-18:02:44 nb_generated 502 model 5 (finishes Thu 19:54 -- 460/h)
20240912-18:02:51 nb_generated 426 model 3 (finishes Thu 20:27 -- 384/h)
20240912-18:02:56 nb_generated 503 model 5 (finishes Thu 19:55 -- 460/h)
20240912-18:03:02 nb_generated 426 model 9 (finishes Thu 20:28 -- 382/h)
20240912-18:03:04 nb_generated 504 model 1 (finishes Thu 19:55 -- 458/h)
20240912-18:03:09 nb_generated 427 model 7 (finishes Thu 20:27 -- 382/h)
20240912-18:03:11 nb_generated 504 model 3 (finishes Thu 19:55 -- 457/h)
20240912-18:03:17 nb_generated 430 model 0 (finishes Thu 20:26 -- 385/h)
20240912-18:03:26 nb_generated 505 model 9 (finishes Thu 19:56 -- 456/h)
20240912-18:03:29 nb_generated 431 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:03:37 nb_generated 507 model 3 (finishes Thu 19:56 -- 457/h)
20240912-18:03:40 nb_generated 432 model 3 (finishes Thu 20:26 -- 384/h)
20240912-18:03:45 nb_generated 509 model 5 (finishes Thu 19:56 -- 457/h)
20240912-18:03:52 nb_generated 433 model 5 (finishes Thu 20:27 -- 384/h)
20240912-18:03:55 nb_generated 509 model 3 (finishes Thu 19:56 -- 456/h)
20240912-18:04:00 nb_generated 435 model 1 (finishes Thu 20:26 -- 386/h)
20240912-18:04:04 nb_generated 510 model 6 (finishes Thu 19:56 -- 455/h)
20240912-18:04:11 nb_generated 512 model 7 (finishes Thu 19:56 -- 457/h)
20240912-18:04:13 nb_generated 435 model 9 (finishes Thu 20:27 -- 384/h)
20240912-18:04:19 nb_generated 516 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:04:19 nb_generated 438 model 7 (finishes Thu 20:26 -- 385/h)
20240912-18:04:28 nb_generated 439 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:04:29 nb_generated 518 model 2 (finishes Thu 19:55 -- 460/h)
20240912-18:04:37 nb_generated 520 model 6 (finishes Thu 19:54 -- 461/h)
20240912-18:04:38 nb_generated 440 model 6 (finishes Thu 20:27 -- 384/h)
20240912-18:04:45 nb_generated 520 model 5 (finishes Thu 19:55 -- 460/h)
20240912-18:04:49 nb_generated 441 model 9 (finishes Thu 20:27 -- 384/h)
20240912-18:04:54 nb_generated 522 model 2 (finishes Thu 19:55 -- 460/h)
20240912-18:05:02 nb_generated 522 model 4 (finishes Thu 19:55 -- 458/h)
20240912-18:05:05 nb_generated 441 model 9 (finishes Thu 20:28 -- 382/h)
20240912-18:05:12 nb_generated 443 model 3 (finishes Thu 20:27 -- 382/h)
20240912-18:05:13 nb_generated 526 model 1 (finishes Thu 19:54 -- 461/h)
20240912-18:05:18 nb_generated 446 model 2 (finishes Thu 20:27 -- 384/h)
20240912-18:05:20 nb_generated 526 model 8 (finishes Thu 19:54 -- 460/h)
20240912-18:05:28 nb_generated 526 model 3 (finishes Thu 19:55 -- 459/h)
20240912-18:05:28 nb_generated 447 model 5 (finishes Thu 20:27 -- 384/h)
20240912-18:05:36 nb_generated 529 model 2 (finishes Thu 19:54 -- 460/h)
20240912-18:05:39 nb_generated 449 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:05:45 nb_generated 531 model 5 (finishes Thu 19:54 -- 461/h)
20240912-18:05:46 nb_generated 449 model 8 (finishes Thu 20:27 -- 383/h)
20240912-18:05:54 nb_generated 534 model 1 (finishes Thu 19:54 -- 461/h)
20240912-18:05:56 nb_generated 452 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:06:05 nb_generated 454 model 1 (finishes Thu 20:26 -- 386/h)
20240912-18:06:10 nb_generated 535 model 6 (finishes Thu 19:54 -- 460/h)
20240912-18:06:15 nb_generated 455 model 4 (finishes Thu 20:26 -- 386/h)
20240912-18:06:18 nb_generated 537 model 2 (finishes Thu 19:54 -- 460/h)
20240912-18:06:21 nb_generated 456 model 4 (finishes Thu 20:25 -- 386/h)
20240912-18:06:26 nb_generated 537 model 2 (finishes Thu 19:55 -- 459/h)
20240912-18:06:33 nb_generated 456 model 6 (finishes Thu 20:26 -- 385/h)
20240912-18:06:34 nb_generated 538 model 0 (finishes Thu 19:55 -- 458/h)
20240912-18:06:39 nb_generated 538 model 3 (finishes Thu 19:56 -- 457/h)
20240912-18:06:47 nb_generated 539 model 4 (finishes Thu 19:56 -- 456/h)
20240912-18:06:47 nb_generated 460 model 4 (finishes Thu 20:25 -- 387/h)
20240912-18:06:58 nb_generated 463 model 8 (finishes Thu 20:25 -- 388/h)
20240912-18:06:59 nb_generated 542 model 5 (finishes Thu 19:56 -- 456/h)
20240912-18:07:06 nb_generated 466 model 4 (finishes Thu 20:24 -- 390/h)
20240912-18:07:09 nb_generated 545 model 1 (finishes Thu 19:55 -- 457/h)
20240912-18:07:17 nb_generated 466 model 9 (finishes Thu 20:24 -- 389/h)
20240912-18:07:20 nb_generated 545 model 0 (finishes Thu 19:56 -- 456/h)
20240912-18:07:28 nb_generated 545 model 7 (finishes Thu 19:56 -- 455/h)
20240912-18:07:33 nb_generated 468 model 9 (finishes Thu 20:24 -- 389/h)
20240912-18:07:34 nb_generated 547 model 0 (finishes Thu 19:56 -- 456/h)
20240912-18:07:40 nb_generated 468 model 3 (finishes Thu 20:25 -- 388/h)
20240912-18:07:45 nb_generated 549 model 3 (finishes Thu 19:56 -- 455/h)
20240912-18:07:49 nb_generated 470 model 5 (finishes Thu 20:24 -- 389/h)
20240912-18:07:56 nb_generated 472 model 4 (finishes Thu 20:23 -- 391/h)
20240912-18:07:57 nb_generated 550 model 1 (finishes Thu 19:56 -- 455/h)
20240912-18:08:03 nb_generated 551 model 7 (finishes Thu 19:56 -- 455/h)
20240912-18:08:08 nb_generated 472 model 1 (finishes Thu 20:24 -- 389/h)
20240912-18:08:11 nb_generated 552 model 6 (finishes Thu 19:56 -- 455/h)
20240912-18:08:17 nb_generated 473 model 0 (finishes Thu 20:25 -- 388/h)
20240912-18:08:19 nb_generated 554 model 7 (finishes Thu 19:56 -- 456/h)
20240912-18:08:28 nb_generated 473 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:08:34 nb_generated 557 model 5 (finishes Thu 19:55 -- 457/h)
20240912-18:08:37 nb_generated 476 model 4 (finishes Thu 20:24 -- 389/h)
20240912-18:08:46 nb_generated 476 model 9 (finishes Thu 20:25 -- 388/h)
20240912-18:08:48 nb_generated 559 model 0 (finishes Thu 19:55 -- 458/h)
20240912-18:08:56 nb_generated 560 model 3 (finishes Thu 19:56 -- 456/h)
20240912-18:09:00 nb_generated 477 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:09:04 nb_generated 562 model 1 (finishes Thu 19:56 -- 456/h)
20240912-18:09:12 nb_generated 477 model 5 (finishes Thu 20:26 -- 386/h)
20240912-18:09:18 nb_generated 564 model 9 (finishes Thu 19:56 -- 456/h)
20240912-18:09:22 nb_generated 479 model 2 (finishes Thu 20:25 -- 387/h)
20240912-18:09:25 nb_generated 567 model 7 (finishes Thu 19:55 -- 458/h)
20240912-18:09:30 nb_generated 479 model 3 (finishes Thu 20:26 -- 386/h)
20240912-18:09:35 nb_generated 569 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:09:38 nb_generated 480 model 9 (finishes Thu 20:26 -- 386/h)
20240912-18:09:43 nb_generated 574 model 2 (finishes Thu 19:54 -- 462/h)
20240912-18:09:47 nb_generated 480 model 1 (finishes Thu 20:26 -- 385/h)
20240912-18:09:51 nb_generated 576 model 1 (finishes Thu 19:54 -- 462/h)
20240912-18:09:57 nb_generated 480 model 7 (finishes Thu 20:27 -- 384/h)
20240912-18:10:00 nb_generated 580 model 8 (finishes Thu 19:53 -- 464/h)
20240912-18:10:07 nb_generated 480 model 6 (finishes Thu 20:27 -- 383/h)
20240912-18:10:08 nb_generated 581 model 1 (finishes Thu 19:53 -- 464/h)
20240912-18:10:15 nb_generated 481 model 0 (finishes Thu 20:28 -- 382/h)
20240912-18:10:17 nb_generated 583 model 3 (finishes Thu 19:54 -- 462/h)
20240912-18:10:22 nb_generated 483 model 2 (finishes Thu 20:27 -- 384/h)
20240912-18:10:27 nb_generated 584 model 9 (finishes Thu 19:54 -- 462/h)
20240912-18:10:28 nb_generated 484 model 2 (finishes Thu 20:27 -- 384/h)
20240912-18:10:36 nb_generated 486 model 3 (finishes Thu 20:26 -- 385/h)
20240912-18:10:42 nb_generated 585 model 6 (finishes Thu 19:54 -- 460/h)
20240912-18:10:43 nb_generated 490 model 7 (finishes Thu 20:26 -- 386/h)
20240912-18:10:48 nb_generated 586 model 3 (finishes Thu 19:54 -- 460/h)
20240912-18:10:58 nb_generated 490 model 9 (finishes Thu 20:26 -- 385/h)
20240912-18:11:01 nb_generated 586 model 6 (finishes Thu 19:55 -- 459/h)
20240912-18:11:08 nb_generated 491 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:11:10 nb_generated 588 model 9 (finishes Thu 19:55 -- 460/h)
20240912-18:11:17 nb_generated 494 model 3 (finishes Thu 20:26 -- 385/h)
20240912-18:11:22 nb_generated 590 model 8 (finishes Thu 19:54 -- 460/h)
20240912-18:11:27 nb_generated 496 model 0 (finishes Thu 20:26 -- 385/h)
20240912-18:11:32 nb_generated 496 model 7 (finishes Thu 20:27 -- 384/h)
20240912-18:11:35 nb_generated 591 model 5 (finishes Thu 19:55 -- 459/h)
20240912-18:11:40 nb_generated 497 model 0 (finishes Thu 20:27 -- 384/h)
20240912-18:11:42 nb_generated 594 model 7 (finishes Thu 19:54 -- 461/h)
20240912-18:11:48 nb_generated 499 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:11:51 nb_generated 596 model 4 (finishes Thu 19:54 -- 461/h)
20240912-18:11:57 nb_generated 500 model 9 (finishes Thu 20:26 -- 385/h)
20240912-18:11:58 nb_generated 600 model 3 (finishes Thu 19:53 -- 463/h)
20240912-18:12:06 nb_generated 501 model 1 (finishes Thu 20:26 -- 385/h)
20240912-18:12:09 nb_generated 602 model 0 (finishes Thu 19:53 -- 464/h)
20240912-18:12:13 nb_generated 502 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:12:15 nb_generated 604 model 7 (finishes Thu 19:53 -- 465/h)
20240912-18:12:20 nb_generated 503 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:12:26 nb_generated 505 model 2 (finishes Thu 20:25 -- 386/h)
20240912-18:12:31 nb_generated 607 model 6 (finishes Thu 19:53 -- 465/h)
20240912-18:12:38 nb_generated 505 model 6 (finishes Thu 20:26 -- 385/h)
20240912-18:12:43 nb_generated 610 model 8 (finishes Thu 19:52 -- 467/h)
20240912-18:12:48 nb_generated 507 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:12:50 nb_generated 611 model 7 (finishes Thu 19:52 -- 467/h)
20240912-18:12:57 nb_generated 613 model 2 (finishes Thu 19:52 -- 467/h)
20240912-18:13:01 nb_generated 509 model 1 (finishes Thu 20:26 -- 385/h)
20240912-18:13:04 nb_generated 615 model 7 (finishes Thu 19:52 -- 467/h)
20240912-18:13:13 nb_generated 510 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:13:18 nb_generated 615 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:13:21 nb_generated 510 model 0 (finishes Thu 20:27 -- 383/h)
20240912-18:13:29 nb_generated 616 model 1 (finishes Thu 19:53 -- 465/h)
20240912-18:13:30 nb_generated 510 model 6 (finishes Thu 20:27 -- 383/h)
20240912-18:13:38 nb_generated 619 model 5 (finishes Thu 19:52 -- 466/h)
20240912-18:13:39 nb_generated 511 model 9 (finishes Thu 20:27 -- 382/h)
20240912-18:13:48 nb_generated 511 model 8 (finishes Thu 20:28 -- 382/h)
20240912-18:13:50 nb_generated 623 model 0 (finishes Thu 19:51 -- 469/h)
20240912-18:13:55 nb_generated 512 model 7 (finishes Thu 20:28 -- 382/h)
20240912-18:14:01 nb_generated 624 model 3 (finishes Thu 19:52 -- 468/h)
20240912-18:14:04 nb_generated 512 model 0 (finishes Thu 20:28 -- 381/h)
20240912-18:14:11 nb_generated 626 model 8 (finishes Thu 19:52 -- 467/h)
20240912-18:14:15 nb_generated 514 model 1 (finishes Thu 20:28 -- 382/h)
20240912-18:14:17 nb_generated 628 model 7 (finishes Thu 19:52 -- 467/h)
20240912-18:14:21 nb_generated 515 model 4 (finishes Thu 20:28 -- 382/h)
20240912-18:14:26 nb_generated 632 model 1 (finishes Thu 19:51 -- 469/h)
20240912-18:14:28 nb_generated 516 model 0 (finishes Thu 20:28 -- 382/h)
20240912-18:14:34 nb_generated 519 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:14:35 nb_generated 634 model 0 (finishes Thu 19:51 -- 470/h)
20240912-18:14:40 nb_generated 634 model 7 (finishes Thu 19:51 -- 469/h)
20240912-18:14:42 nb_generated 521 model 3 (finishes Thu 20:26 -- 386/h)
20240912-18:14:48 nb_generated 635 model 4 (finishes Thu 19:51 -- 469/h)
20240912-18:14:54 nb_generated 522 model 9 (finishes Thu 20:26 -- 385/h)
20240912-18:14:54 nb_generated 637 model 2 (finishes Thu 19:51 -- 470/h)
20240912-18:15:01 nb_generated 638 model 7 (finishes Thu 19:51 -- 471/h)
20240912-18:15:03 nb_generated 526 model 2 (finishes Thu 20:25 -- 386/h)
20240912-18:15:10 nb_generated 640 model 3 (finishes Thu 19:51 -- 471/h)
20240912-18:15:15 nb_generated 528 model 9 (finishes Thu 20:25 -- 387/h)
20240912-18:15:19 nb_generated 641 model 1 (finishes Thu 19:51 -- 471/h)
20240912-18:15:28 nb_generated 641 model 3 (finishes Thu 19:51 -- 470/h)
20240912-18:15:29 nb_generated 528 model 6 (finishes Thu 20:26 -- 386/h)
20240912-18:15:36 nb_generated 644 model 5 (finishes Thu 19:51 -- 471/h)
20240912-18:15:38 nb_generated 530 model 3 (finishes Thu 20:25 -- 387/h)
20240912-18:15:45 nb_generated 532 model 0 (finishes Thu 20:25 -- 388/h)
20240912-18:15:47 nb_generated 644 model 3 (finishes Thu 19:51 -- 470/h)
20240912-18:15:54 nb_generated 647 model 4 (finishes Thu 19:51 -- 471/h)
20240912-18:15:54 nb_generated 534 model 4 (finishes Thu 20:24 -- 389/h)
20240912-18:16:04 nb_generated 534 model 0 (finishes Thu 20:25 -- 388/h)
20240912-18:16:09 nb_generated 648 model 5 (finishes Thu 19:51 -- 470/h)
20240912-18:16:15 nb_generated 535 model 9 (finishes Thu 20:25 -- 387/h)
20240912-18:16:16 nb_generated 648 model 4 (finishes Thu 19:51 -- 469/h)
20240912-18:16:24 nb_generated 537 model 3 (finishes Thu 20:25 -- 388/h)
20240912-18:16:25 nb_generated 650 model 8 (finishes Thu 19:51 -- 470/h)
20240912-18:16:33 nb_generated 652 model 7 (finishes Thu 19:51 -- 470/h)
20240912-18:16:35 nb_generated 538 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:16:42 nb_generated 656 model 2 (finishes Thu 19:50 -- 472/h)
20240912-18:16:46 nb_generated 541 model 4 (finishes Thu 20:24 -- 389/h)
20240912-18:16:54 nb_generated 542 model 0 (finishes Thu 20:24 -- 389/h)
20240912-18:16:54 nb_generated 656 model 3 (finishes Thu 19:51 -- 471/h)
20240912-18:17:05 nb_generated 659 model 3 (finishes Thu 19:50 -- 472/h)
20240912-18:17:06 nb_generated 542 model 6 (finishes Thu 20:25 -- 388/h)
20240912-18:17:15 nb_generated 660 model 9 (finishes Thu 19:50 -- 472/h)
20240912-18:17:18 nb_generated 543 model 6 (finishes Thu 20:25 -- 388/h)
20240912-18:17:23 nb_generated 662 model 8 (finishes Thu 19:50 -- 472/h)
20240912-18:17:30 nb_generated 544 model 9 (finishes Thu 20:25 -- 387/h)
20240912-18:17:41 nb_generated 662 model 9 (finishes Thu 19:51 -- 470/h)
20240912-18:17:45 nb_generated 544 model 9 (finishes Thu 20:26 -- 385/h)
20240912-18:17:49 nb_generated 663 model 3 (finishes Thu 19:51 -- 470/h)
20240912-18:17:52 nb_generated 545 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:17:55 nb_generated 663 model 7 (finishes Thu 19:51 -- 469/h)
20240912-18:18:02 nb_generated 549 model 1 (finishes Thu 20:25 -- 388/h)
20240912-18:18:04 nb_generated 663 model 8 (finishes Thu 19:52 -- 468/h)
20240912-18:18:12 nb_generated 552 model 0 (finishes Thu 20:24 -- 390/h)
20240912-18:18:16 nb_generated 667 model 4 (finishes Thu 19:51 -- 469/h)
20240912-18:18:20 nb_generated 553 model 3 (finishes Thu 20:24 -- 390/h)
20240912-18:18:24 nb_generated 668 model 0 (finishes Thu 19:51 -- 469/h)
20240912-18:18:33 nb_generated 668 model 6 (finishes Thu 19:52 -- 468/h)
20240912-18:18:36 nb_generated 554 model 9 (finishes Thu 20:24 -- 388/h)
20240912-18:18:42 nb_generated 669 model 6 (finishes Thu 19:52 -- 468/h)
20240912-18:18:43 nb_generated 556 model 6 (finishes Thu 20:24 -- 389/h)
20240912-18:18:49 nb_generated 669 model 0 (finishes Thu 19:52 -- 467/h)
20240912-18:18:50 nb_generated 558 model 4 (finishes Thu 20:24 -- 390/h)
20240912-18:18:57 nb_generated 673 model 1 (finishes Thu 19:51 -- 470/h)
20240912-18:18:59 nb_generated 561 model 0 (finishes Thu 20:23 -- 391/h)
20240912-18:19:06 nb_generated 675 model 1 (finishes Thu 19:51 -- 470/h)
20240912-18:19:10 nb_generated 563 model 3 (finishes Thu 20:23 -- 390/h)
20240912-18:19:14 nb_generated 677 model 5 (finishes Thu 19:51 -- 470/h)
20240912-18:19:21 nb_generated 563 model 6 (finishes Thu 20:24 -- 389/h)
20240912-18:19:22 nb_generated 678 model 3 (finishes Thu 19:51 -- 469/h)
20240912-18:19:29 nb_generated 564 model 0 (finishes Thu 20:24 -- 389/h)
20240912-18:19:33 nb_generated 679 model 6 (finishes Thu 19:51 -- 469/h)
20240912-18:19:37 nb_generated 564 model 1 (finishes Thu 20:24 -- 389/h)
20240912-18:19:40 nb_generated 680 model 3 (finishes Thu 19:51 -- 469/h)
20240912-18:19:46 nb_generated 565 model 3 (finishes Thu 20:24 -- 389/h)
20240912-18:19:49 nb_generated 680 model 8 (finishes Thu 19:52 -- 468/h)
20240912-18:19:55 nb_generated 568 model 4 (finishes Thu 20:24 -- 390/h)
20240912-18:19:59 nb_generated 680 model 9 (finishes Thu 19:52 -- 467/h)
20240912-18:20:02 nb_generated 568 model 9 (finishes Thu 20:24 -- 389/h)
20240912-18:20:10 nb_generated 570 model 7 (finishes Thu 20:24 -- 390/h)
20240912-18:20:16 nb_generated 680 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:20:22 nb_generated 573 model 1 (finishes Thu 20:23 -- 391/h)
20240912-18:20:22 nb_generated 680 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:20:32 nb_generated 574 model 5 (finishes Thu 20:23 -- 390/h)
20240912-18:20:36 nb_generated 682 model 5 (finishes Thu 19:53 -- 465/h)
20240912-18:20:40 nb_generated 576 model 1 (finishes Thu 20:23 -- 391/h)
20240912-18:20:47 nb_generated 685 model 3 (finishes Thu 19:52 -- 466/h)
20240912-18:20:54 nb_generated 686 model 3 (finishes Thu 19:52 -- 466/h)
20240912-18:20:56 nb_generated 576 model 9 (finishes Thu 20:24 -- 389/h)
20240912-18:21:03 nb_generated 687 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:21:06 nb_generated 577 model 5 (finishes Thu 20:24 -- 389/h)
20240912-18:21:11 nb_generated 687 model 6 (finishes Thu 19:53 -- 464/h)
20240912-18:21:14 nb_generated 578 model 3 (finishes Thu 20:24 -- 389/h)
20240912-18:21:20 nb_generated 689 model 5 (finishes Thu 19:53 -- 465/h)
20240912-18:21:24 nb_generated 580 model 4 (finishes Thu 20:24 -- 389/h)
20240912-18:21:30 nb_generated 691 model 6 (finishes Thu 19:53 -- 465/h)
20240912-18:21:31 nb_generated 580 model 0 (finishes Thu 20:24 -- 388/h)
20240912-18:21:41 nb_generated 691 model 1 (finishes Thu 19:53 -- 464/h)
20240912-18:21:48 nb_generated 582 model 5 (finishes Thu 20:24 -- 389/h)
20240912-18:21:49 nb_generated 693 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:21:56 nb_generated 697 model 3 (finishes Thu 19:52 -- 468/h)
20240912-18:21:57 nb_generated 583 model 0 (finishes Thu 20:24 -- 389/h)
20240912-18:22:06 nb_generated 697 model 3 (finishes Thu 19:52 -- 467/h)
20240912-18:22:07 nb_generated 584 model 0 (finishes Thu 20:24 -- 388/h)
20240912-18:22:14 nb_generated 587 model 7 (finishes Thu 20:23 -- 390/h)
20240912-18:22:20 nb_generated 697 model 0 (finishes Thu 19:53 -- 465/h)
20240912-18:22:23 nb_generated 589 model 3 (finishes Thu 20:23 -- 391/h)
20240912-18:22:26 nb_generated 697 model 7 (finishes Thu 19:53 -- 464/h)
20240912-18:22:33 nb_generated 590 model 8 (finishes Thu 20:23 -- 390/h)
20240912-18:22:36 nb_generated 699 model 1 (finishes Thu 19:53 -- 465/h)
20240912-18:22:45 nb_generated 593 model 1 (finishes Thu 20:23 -- 392/h)
20240912-18:22:48 nb_generated 699 model 9 (finishes Thu 19:53 -- 464/h)
20240912-18:22:56 nb_generated 594 model 3 (finishes Thu 20:23 -- 392/h)
20240912-18:22:59 nb_generated 699 model 5 (finishes Thu 19:54 -- 462/h)
20240912-18:23:04 nb_generated 596 model 4 (finishes Thu 20:22 -- 393/h)
20240912-18:23:08 nb_generated 701 model 1 (finishes Thu 19:53 -- 463/h)
20240912-18:23:17 nb_generated 599 model 6 (finishes Thu 20:22 -- 393/h)
20240912-18:23:19 nb_generated 702 model 0 (finishes Thu 19:53 -- 463/h)
20240912-18:23:26 nb_generated 600 model 1 (finishes Thu 20:23 -- 392/h)
20240912-18:23:29 nb_generated 702 model 8 (finishes Thu 19:54 -- 462/h)
20240912-18:23:37 nb_generated 600 model 9 (finishes Thu 20:23 -- 391/h)
20240912-18:23:40 nb_generated 703 model 8 (finishes Thu 19:54 -- 461/h)
20240912-18:23:42 nb_generated 600 model 7 (finishes Thu 20:23 -- 391/h)
20240912-18:23:48 nb_generated 600 model 3 (finishes Thu 20:24 -- 390/h)
20240912-18:23:49 nb_generated 704 model 1 (finishes Thu 19:54 -- 461/h)
20240912-18:23:59 nb_generated 602 model 0 (finishes Thu 20:24 -- 390/h)
20240912-18:24:00 nb_generated 707 model 1 (finishes Thu 19:54 -- 462/h)
20240912-18:24:08 nb_generated 710 model 2 (finishes Thu 19:53 -- 463/h)
20240912-18:24:09 nb_generated 602 model 9 (finishes Thu 20:24 -- 389/h)
20240912-18:24:18 nb_generated 711 model 3 (finishes Thu 19:53 -- 463/h)
20240912-18:24:19 nb_generated 607 model 9 (finishes Thu 20:23 -- 392/h)
20240912-18:24:27 nb_generated 714 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:24:28 nb_generated 607 model 1 (finishes Thu 20:23 -- 391/h)
20240912-18:24:35 nb_generated 715 model 4 (finishes Thu 19:53 -- 464/h)
20240912-18:24:38 nb_generated 607 model 6 (finishes Thu 20:24 -- 390/h)
20240912-18:24:44 nb_generated 607 model 7 (finishes Thu 20:24 -- 389/h)
20240912-18:24:46 nb_generated 717 model 4 (finishes Thu 19:53 -- 463/h)
20240912-18:24:51 nb_generated 607 model 3 (finishes Thu 20:24 -- 389/h)
20240912-18:24:53 nb_generated 717 model 1 (finishes Thu 19:54 -- 463/h)
20240912-18:25:02 nb_generated 608 model 0 (finishes Thu 20:24 -- 389/h)
20240912-18:25:11 nb_generated 609 model 3 (finishes Thu 20:24 -- 389/h)
20240912-18:25:18 nb_generated 717 model 9 (finishes Thu 19:54 -- 460/h)
20240912-18:25:22 nb_generated 610 model 6 (finishes Thu 20:24 -- 388/h)
20240912-18:25:25 nb_generated 717 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:25:31 nb_generated 610 model 3 (finishes Thu 20:25 -- 388/h)
20240912-18:25:36 nb_generated 717 model 9 (finishes Thu 19:55 -- 458/h)
20240912-18:25:40 nb_generated 611 model 3 (finishes Thu 20:25 -- 387/h)
20240912-18:25:46 nb_generated 612 model 2 (finishes Thu 20:25 -- 387/h)
20240912-18:25:47 nb_generated 719 model 8 (finishes Thu 19:55 -- 459/h)
20240912-18:25:52 nb_generated 613 model 2 (finishes Thu 20:25 -- 387/h)
20240912-18:25:59 nb_generated 614 model 6 (finishes Thu 20:25 -- 387/h)
20240912-18:26:00 nb_generated 720 model 6 (finishes Thu 19:55 -- 458/h)
20240912-18:26:07 nb_generated 722 model 7 (finishes Thu 19:55 -- 459/h)
20240912-18:26:16 nb_generated 614 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:26:16 nb_generated 724 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:26:22 nb_generated 615 model 7 (finishes Thu 20:26 -- 386/h)
20240912-18:26:27 nb_generated 724 model 9 (finishes Thu 19:55 -- 458/h)
20240912-18:26:29 nb_generated 617 model 0 (finishes Thu 20:25 -- 387/h)
20240912-18:26:33 nb_generated 726 model 2 (finishes Thu 19:55 -- 459/h)
20240912-18:26:39 nb_generated 617 model 9 (finishes Thu 20:26 -- 386/h)
20240912-18:26:41 nb_generated 727 model 7 (finishes Thu 19:55 -- 459/h)
20240912-18:26:47 nb_generated 617 model 0 (finishes Thu 20:26 -- 385/h)
20240912-18:26:51 nb_generated 728 model 1 (finishes Thu 19:55 -- 458/h)
20240912-18:26:57 nb_generated 619 model 6 (finishes Thu 20:26 -- 386/h)
20240912-18:27:03 nb_generated 730 model 7 (finishes Thu 19:55 -- 458/h)
20240912-18:27:09 nb_generated 620 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:27:14 nb_generated 730 model 4 (finishes Thu 19:56 -- 457/h)
20240912-18:27:21 nb_generated 620 model 9 (finishes Thu 20:27 -- 384/h)
20240912-18:27:28 nb_generated 730 model 9 (finishes Thu 19:56 -- 456/h)
20240912-18:27:30 nb_generated 620 model 1 (finishes Thu 20:27 -- 383/h)
20240912-18:27:36 nb_generated 731 model 9 (finishes Thu 19:56 -- 455/h)
20240912-18:27:38 nb_generated 621 model 3 (finishes Thu 20:27 -- 383/h)
20240912-18:27:48 nb_generated 732 model 0 (finishes Thu 19:57 -- 454/h)
20240912-18:27:50 nb_generated 623 model 3 (finishes Thu 20:27 -- 383/h)
20240912-18:27:57 nb_generated 624 model 2 (finishes Thu 20:27 -- 383/h)
20240912-18:28:01 nb_generated 735 model 9 (finishes Thu 19:57 -- 454/h)
20240912-18:28:09 nb_generated 737 model 0 (finishes Thu 19:57 -- 454/h)
20240912-18:28:11 nb_generated 625 model 6 (finishes Thu 20:27 -- 383/h)
20240912-18:28:15 nb_generated 738 model 2 (finishes Thu 19:57 -- 454/h)
20240912-18:28:19 nb_generated 625 model 6 (finishes Thu 20:28 -- 382/h)
20240912-18:28:26 nb_generated 629 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:28:33 nb_generated 740 model 6 (finishes Thu 19:57 -- 453/h)
20240912-18:28:37 nb_generated 630 model 0 (finishes Thu 20:26 -- 384/h)
20240912-18:28:41 nb_generated 742 model 1 (finishes Thu 19:57 -- 454/h)
20240912-18:28:44 nb_generated 630 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:28:52 nb_generated 745 model 1 (finishes Thu 19:56 -- 454/h)
20240912-18:28:55 nb_generated 634 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:29:02 nb_generated 746 model 6 (finishes Thu 19:57 -- 454/h)
20240912-18:29:03 nb_generated 634 model 8 (finishes Thu 20:27 -- 384/h)
20240912-18:29:12 nb_generated 635 model 5 (finishes Thu 20:27 -- 383/h)
20240912-18:29:15 nb_generated 748 model 9 (finishes Thu 19:56 -- 454/h)
20240912-18:29:22 nb_generated 749 model 2 (finishes Thu 19:56 -- 454/h)
20240912-18:29:23 nb_generated 636 model 5 (finishes Thu 20:28 -- 382/h)
20240912-18:29:32 nb_generated 750 model 0 (finishes Thu 19:57 -- 453/h)
20240912-18:29:34 nb_generated 638 model 3 (finishes Thu 20:27 -- 383/h)
20240912-18:29:39 nb_generated 753 model 7 (finishes Thu 19:56 -- 455/h)
20240912-18:29:42 nb_generated 642 model 2 (finishes Thu 20:26 -- 384/h)
20240912-18:29:45 nb_generated 757 model 3 (finishes Thu 19:56 -- 457/h)
20240912-18:29:50 nb_generated 644 model 4 (finishes Thu 20:26 -- 385/h)
20240912-18:29:57 nb_generated 757 model 6 (finishes Thu 19:56 -- 456/h)
20240912-18:30:04 nb_generated 644 model 6 (finishes Thu 20:27 -- 383/h)
20240912-18:30:07 nb_generated 760 model 4 (finishes Thu 19:56 -- 457/h)
20240912-18:30:09 nb_generated 647 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:30:16 nb_generated 761 model 8 (finishes Thu 19:56 -- 457/h)
20240912-18:30:25 nb_generated 763 model 0 (finishes Thu 19:55 -- 458/h)
20240912-18:30:26 nb_generated 649 model 5 (finishes Thu 20:26 -- 385/h)
20240912-18:30:30 nb_generated 764 model 2 (finishes Thu 19:55 -- 458/h)
20240912-18:30:37 nb_generated 765 model 4 (finishes Thu 19:55 -- 457/h)
20240912-18:30:37 nb_generated 650 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:30:46 nb_generated 651 model 2 (finishes Thu 20:26 -- 385/h)
20240912-18:30:50 nb_generated 767 model 6 (finishes Thu 19:55 -- 457/h)
20240912-18:30:58 nb_generated 771 model 0 (finishes Thu 19:55 -- 459/h)
20240912-18:31:00 nb_generated 652 model 0 (finishes Thu 20:27 -- 384/h)
20240912-18:31:03 nb_generated 774 model 7 (finishes Thu 19:54 -- 461/h)
20240912-18:31:11 nb_generated 654 model 1 (finishes Thu 20:26 -- 385/h)
20240912-18:31:12 nb_generated 776 model 0 (finishes Thu 19:54 -- 461/h)
20240912-18:31:18 nb_generated 777 model 2 (finishes Thu 19:54 -- 460/h)
20240912-18:31:18 nb_generated 655 model 3 (finishes Thu 20:26 -- 385/h)
20240912-18:31:28 nb_generated 778 model 9 (finishes Thu 19:55 -- 460/h)
20240912-18:31:30 nb_generated 655 model 6 (finishes Thu 20:27 -- 384/h)
20240912-18:31:34 nb_generated 778 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:31:41 nb_generated 659 model 4 (finishes Thu 20:26 -- 386/h)
20240912-18:31:45 nb_generated 779 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:31:51 nb_generated 781 model 7 (finishes Thu 19:55 -- 460/h)
20240912-18:31:51 nb_generated 660 model 4 (finishes Thu 20:26 -- 386/h)
20240912-18:31:57 nb_generated 660 model 7 (finishes Thu 20:26 -- 386/h)
20240912-18:32:05 nb_generated 783 model 9 (finishes Thu 19:55 -- 459/h)
20240912-18:32:05 nb_generated 660 model 0 (finishes Thu 20:26 -- 385/h)
20240912-18:32:14 nb_generated 784 model 0 (finishes Thu 19:55 -- 458/h)
20240912-18:32:15 nb_generated 663 model 3 (finishes Thu 20:25 -- 386/h)
20240912-18:32:24 nb_generated 666 model 8 (finishes Thu 20:25 -- 388/h)
20240912-18:32:26 nb_generated 785 model 9 (finishes Thu 19:55 -- 458/h)
20240912-18:32:29 nb_generated 666 model 7 (finishes Thu 20:25 -- 388/h)
20240912-18:32:34 nb_generated 787 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:32:40 nb_generated 793 model 4 (finishes Thu 19:54 -- 461/h)
20240912-18:32:42 nb_generated 668 model 1 (finishes Thu 20:25 -- 387/h)
20240912-18:32:48 nb_generated 794 model 6 (finishes Thu 19:54 -- 461/h)
20240912-18:32:51 nb_generated 669 model 7 (finishes Thu 20:25 -- 387/h)
20240912-18:32:55 nb_generated 796 model 3 (finishes Thu 19:54 -- 462/h)
20240912-18:33:03 nb_generated 669 model 6 (finishes Thu 20:26 -- 386/h)
20240912-18:33:12 nb_generated 670 model 6 (finishes Thu 20:26 -- 386/h)
20240912-18:33:15 nb_generated 797 model 9 (finishes Thu 19:54 -- 461/h)
20240912-18:33:19 nb_generated 671 model 4 (finishes Thu 20:26 -- 385/h)
20240912-18:33:23 nb_generated 801 model 4 (finishes Thu 19:53 -- 463/h)
20240912-18:33:29 nb_generated 671 model 9 (finishes Thu 20:26 -- 384/h)
20240912-18:33:33 nb_generated 801 model 0 (finishes Thu 19:54 -- 462/h)
20240912-18:33:39 nb_generated 674 model 4 (finishes Thu 20:26 -- 386/h)
20240912-18:33:43 nb_generated 804 model 5 (finishes Thu 19:54 -- 463/h)
20240912-18:33:50 nb_generated 675 model 3 (finishes Thu 20:26 -- 386/h)
20240912-18:33:51 nb_generated 806 model 8 (finishes Thu 19:53 -- 463/h)
20240912-18:33:57 nb_generated 807 model 1 (finishes Thu 19:53 -- 463/h)
20240912-18:34:00 nb_generated 676 model 8 (finishes Thu 20:26 -- 385/h)
20240912-18:34:08 nb_generated 678 model 3 (finishes Thu 20:26 -- 385/h)
20240912-18:34:08 nb_generated 807 model 9 (finishes Thu 19:54 -- 462/h)
20240912-18:34:17 nb_generated 810 model 8 (finishes Thu 19:53 -- 464/h)
20240912-18:34:19 nb_generated 681 model 1 (finishes Thu 20:26 -- 385/h)
20240912-18:34:27 nb_generated 681 model 5 (finishes Thu 20:27 -- 384/h)
20240912-18:34:28 nb_generated 813 model 0 (finishes Thu 19:53 -- 464/h)
20240912-18:34:35 nb_generated 682 model 3 (finishes Thu 20:27 -- 384/h)
20240912-18:34:39 nb_generated 817 model 8 (finishes Thu 19:53 -- 465/h)
20240912-18:34:43 nb_generated 683 model 4 (finishes Thu 20:27 -- 384/h)
20240912-18:34:50 nb_generated 817 model 9 (finishes Thu 19:53 -- 464/h)
20240912-18:34:52 nb_generated 685 model 2 (finishes Thu 20:26 -- 384/h)
20240912-18:34:56 nb_generated 819 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:35:07 nb_generated 685 model 6 (finishes Thu 20:27 -- 383/h)
20240912-18:35:10 nb_generated 823 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:35:17 nb_generated 685 model 9 (finishes Thu 20:27 -- 382/h)
20240912-18:35:17 nb_generated 824 model 2 (finishes Thu 19:53 -- 465/h)
20240912-18:35:26 nb_generated 687 model 8 (finishes Thu 20:27 -- 383/h)
20240912-18:35:29 nb_generated 825 model 6 (finishes Thu 19:53 -- 465/h)
20240912-18:35:38 nb_generated 690 model 2 (finishes Thu 20:26 -- 384/h)
20240912-18:35:40 nb_generated 828 model 8 (finishes Thu 19:52 -- 466/h)
20240912-18:35:51 nb_generated 691 model 6 (finishes Thu 20:27 -- 384/h)
20240912-18:35:52 nb_generated 828 model 8 (finishes Thu 19:53 -- 465/h)
20240912-18:35:59 nb_generated 691 model 9 (finishes Thu 20:27 -- 384/h)
20240912-18:36:06 nb_generated 692 model 7 (finishes Thu 20:27 -- 384/h)
20240912-18:36:08 nb_generated 829 model 9 (finishes Thu 19:53 -- 464/h)
20240912-18:36:17 nb_generated 694 model 1 (finishes Thu 20:26 -- 384/h)
20240912-18:36:18 nb_generated 829 model 5 (finishes Thu 19:54 -- 463/h)
20240912-18:36:23 nb_generated 694 model 3 (finishes Thu 20:27 -- 384/h)
20240912-18:36:24 nb_generated 829 model 7 (finishes Thu 19:54 -- 462/h)
20240912-18:36:29 nb_generated 696 model 2 (finishes Thu 20:27 -- 384/h)
20240912-18:36:36 nb_generated 699 model 2 (finishes Thu 20:26 -- 386/h)
20240912-18:36:36 nb_generated 829 model 9 (finishes Thu 19:54 -- 461/h)
20240912-18:36:45 nb_generated 701 model 5 (finishes Thu 20:25 -- 386/h)
20240912-18:36:45 nb_generated 830 model 0 (finishes Thu 19:54 -- 460/h)
20240912-18:36:55 nb_generated 703 model 5 (finishes Thu 20:25 -- 387/h)
20240912-18:36:57 nb_generated 832 model 6 (finishes Thu 19:55 -- 460/h)
20240912-18:37:00 nb_generated 703 model 0 (finishes Thu 20:25 -- 387/h)
20240912-18:37:03 nb_generated 834 model 3 (finishes Thu 19:54 -- 460/h)
20240912-18:37:10 nb_generated 835 model 7 (finishes Thu 19:54 -- 460/h)
20240912-18:37:10 nb_generated 705 model 5 (finishes Thu 20:25 -- 387/h)
20240912-18:37:16 nb_generated 707 model 7 (finishes Thu 20:25 -- 388/h)
20240912-18:37:24 nb_generated 838 model 0 (finishes Thu 19:54 -- 461/h)
20240912-18:37:31 nb_generated 708 model 0 (finishes Thu 20:25 -- 387/h)
20240912-18:37:36 nb_generated 839 model 5 (finishes Thu 19:54 -- 460/h)
20240912-18:37:42 nb_generated 708 model 9 (finishes Thu 20:25 -- 386/h)
20240912-18:37:46 nb_generated 840 model 1 (finishes Thu 19:54 -- 460/h)
20240912-18:37:48 nb_generated 709 model 7 (finishes Thu 20:25 -- 387/h)
20240912-18:37:52 nb_generated 841 model 7 (finishes Thu 19:54 -- 460/h)
20240912-18:37:57 nb_generated 712 model 4 (finishes Thu 20:25 -- 388/h)
20240912-18:38:01 nb_generated 844 model 1 (finishes Thu 19:54 -- 462/h)
20240912-18:38:10 nb_generated 847 model 3 (finishes Thu 19:53 -- 463/h)
20240912-18:38:11 nb_generated 714 model 6 (finishes Thu 20:24 -- 388/h)
20240912-18:38:16 nb_generated 848 model 2 (finishes Thu 19:54 -- 462/h)
20240912-18:38:22 nb_generated 715 model 8 (finishes Thu 20:25 -- 388/h)
20240912-18:38:31 nb_generated 849 model 6 (finishes Thu 19:54 -- 462/h)
20240912-18:38:31 nb_generated 715 model 4 (finishes Thu 20:25 -- 388/h)
20240912-18:38:40 nb_generated 849 model 4 (finishes Thu 19:54 -- 461/h)
20240912-18:38:42 nb_generated 718 model 4 (finishes Thu 20:24 -- 389/h)
20240912-18:38:47 nb_generated 850 model 2 (finishes Thu 19:54 -- 461/h)
20240912-18:38:49 nb_generated 720 model 2 (finishes Thu 20:24 -- 390/h)
20240912-18:38:57 nb_generated 851 model 0 (finishes Thu 19:54 -- 461/h)
20240912-18:38:59 nb_generated 722 model 0 (finishes Thu 20:24 -- 390/h)
20240912-18:39:06 nb_generated 723 model 7 (finishes Thu 20:23 -- 390/h)
20240912-18:39:10 nb_generated 853 model 5 (finishes Thu 19:54 -- 461/h)
20240912-18:39:13 nb_generated 726 model 9 (finishes Thu 20:24 -- 390/h)
20240912-18:39:16 nb_generated 854 model 3 (finishes Thu 19:54 -- 461/h)
20240912-18:39:20 nb_generated 728 model 7 (finishes Thu 20:23 -- 391/h)
20240912-18:39:25 nb_generated 854 model 9 (finishes Thu 19:54 -- 460/h)
20240912-18:39:27 nb_generated 728 model 3 (finishes Thu 20:24 -- 390/h)
20240912-18:39:35 nb_generated 729 model 5 (finishes Thu 20:23 -- 390/h)
20240912-18:39:38 nb_generated 856 model 9 (finishes Thu 19:54 -- 461/h)
20240912-18:39:45 nb_generated 858 model 4 (finishes Thu 19:54 -- 461/h)
20240912-18:39:50 nb_generated 860 model 2 (finishes Thu 19:54 -- 462/h)
20240912-18:39:50 nb_generated 731 model 0 (finishes Thu 20:23 -- 391/h)
20240912-18:40:00 nb_generated 733 model 2 (finishes Thu 20:23 -- 391/h)
20240912-18:40:12 nb_generated 860 model 6 (finishes Thu 19:55 -- 460/h)
20240912-18:40:14 nb_generated 737 model 3 (finishes Thu 20:23 -- 391/h)
20240912-18:40:18 nb_generated 862 model 7 (finishes Thu 19:54 -- 460/h)
20240912-18:40:26 nb_generated 738 model 1 (finishes Thu 20:23 -- 391/h)
20240912-18:40:32 nb_generated 863 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:40:34 nb_generated 741 model 1 (finishes Thu 20:23 -- 392/h)
20240912-18:40:44 nb_generated 741 model 6 (finishes Thu 20:23 -- 391/h)
20240912-18:40:46 nb_generated 866 model 5 (finishes Thu 19:54 -- 460/h)
20240912-18:40:52 nb_generated 744 model 2 (finishes Thu 20:23 -- 392/h)
20240912-18:40:53 nb_generated 869 model 4 (finishes Thu 19:54 -- 461/h)
20240912-18:41:02 nb_generated 870 model 2 (finishes Thu 19:54 -- 461/h)
20240912-18:41:02 nb_generated 747 model 0 (finishes Thu 20:22 -- 393/h)
20240912-18:41:09 nb_generated 750 model 5 (finishes Thu 20:22 -- 394/h)
20240912-18:41:12 nb_generated 870 model 0 (finishes Thu 19:54 -- 460/h)
20240912-18:41:19 nb_generated 754 model 7 (finishes Thu 20:21 -- 395/h)
20240912-18:41:25 nb_generated 873 model 5 (finishes Thu 19:54 -- 460/h)
20240912-18:41:32 nb_generated 755 model 1 (finishes Thu 20:21 -- 395/h)
20240912-18:41:34 nb_generated 874 model 3 (finishes Thu 19:55 -- 459/h)
20240912-18:41:46 nb_generated 877 model 1 (finishes Thu 19:55 -- 460/h)
20240912-18:41:47 nb_generated 757 model 8 (finishes Thu 20:22 -- 394/h)
20240912-18:41:53 nb_generated 757 model 7 (finishes Thu 20:22 -- 394/h)
20240912-18:41:54 nb_generated 878 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:42:00 nb_generated 760 model 4 (finishes Thu 20:21 -- 395/h)
20240912-18:42:01 nb_generated 880 model 3 (finishes Thu 19:55 -- 460/h)
20240912-18:42:06 nb_generated 762 model 7 (finishes Thu 20:21 -- 395/h)
20240912-18:42:11 nb_generated 880 model 3 (finishes Thu 19:55 -- 459/h)
20240912-18:42:13 nb_generated 762 model 7 (finishes Thu 20:21 -- 395/h)
20240912-18:42:19 nb_generated 763 model 7 (finishes Thu 20:21 -- 395/h)
20240912-18:42:21 nb_generated 880 model 6 (finishes Thu 19:55 -- 458/h)
20240912-18:42:28 nb_generated 767 model 2 (finishes Thu 20:20 -- 397/h)
20240912-18:42:29 nb_generated 881 model 4 (finishes Thu 19:55 -- 458/h)
20240912-18:42:38 nb_generated 883 model 5 (finishes Thu 19:55 -- 458/h)
20240912-18:42:41 nb_generated 769 model 8 (finishes Thu 20:20 -- 398/h)
20240912-18:42:49 nb_generated 886 model 1 (finishes Thu 19:55 -- 459/h)
20240912-18:42:53 nb_generated 770 model 0 (finishes Thu 20:20 -- 397/h)
20240912-18:42:59 nb_generated 886 model 9 (finishes Thu 19:55 -- 458/h)
20240912-18:43:00 nb_generated 775 model 1 (finishes Thu 20:19 -- 399/h)
20240912-18:43:07 nb_generated 776 model 7 (finishes Thu 20:19 -- 399/h)
20240912-18:43:07 nb_generated 887 model 4 (finishes Thu 19:55 -- 458/h)
20240912-18:43:16 nb_generated 779 model 4 (finishes Thu 20:19 -- 400/h)
20240912-18:43:23 nb_generated 888 model 9 (finishes Thu 19:56 -- 457/h)
20240912-18:43:27 nb_generated 784 model 1 (finishes Thu 20:18 -- 402/h)
20240912-18:43:32 nb_generated 890 model 8 (finishes Thu 19:55 -- 457/h)
20240912-18:43:36 nb_generated 784 model 6 (finishes Thu 20:18 -- 401/h)
20240912-18:43:40 nb_generated 891 model 4 (finishes Thu 19:55 -- 457/h)
20240912-18:43:46 nb_generated 896 model 2 (finishes Thu 19:54 -- 460/h)
20240912-18:43:47 nb_generated 785 model 8 (finishes Thu 20:19 -- 401/h)
20240912-18:43:53 nb_generated 786 model 7 (finishes Thu 20:18 -- 401/h)
20240912-18:43:54 nb_generated 896 model 4 (finishes Thu 19:55 -- 460/h)
20240912-18:44:02 nb_generated 898 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:44:04 nb_generated 787 model 0 (finishes Thu 20:19 -- 401/h)
20240912-18:44:12 nb_generated 789 model 6 (finishes Thu 20:18 -- 401/h)
20240912-18:44:13 nb_generated 899 model 6 (finishes Thu 19:55 -- 459/h)
20240912-18:44:20 nb_generated 790 model 7 (finishes Thu 20:18 -- 401/h)
20240912-18:44:22 nb_generated 899 model 4 (finishes Thu 19:55 -- 459/h)
20240912-18:44:32 nb_generated 899 model 2 (finishes Thu 19:55 -- 458/h)
20240912-18:44:32 nb_generated 791 model 9 (finishes Thu 20:18 -- 401/h)
20240912-18:44:41 nb_generated 900 model 1 (finishes Thu 19:55 -- 458/h)
20240912-18:44:44 nb_generated 794 model 5 (finishes Thu 20:18 -- 402/h)
20240912-18:44:50 nb_generated 795 model 0 (finishes Thu 20:18 -- 402/h)
20240912-18:44:51 nb_generated 901 model 1 (finishes Thu 19:55 -- 457/h)
20240912-18:44:57 nb_generated 795 model 7 (finishes Thu 20:18 -- 401/h)
20240912-18:45:00 nb_generated 902 model 5 (finishes Thu 19:56 -- 457/h)
20240912-18:45:08 nb_generated 797 model 5 (finishes Thu 20:18 -- 402/h)
20240912-18:45:11 nb_generated 903 model 9 (finishes Thu 19:56 -- 456/h)
20240912-18:45:16 nb_generated 799 model 2 (finishes Thu 20:18 -- 403/h)
20240912-18:45:20 nb_generated 905 model 1 (finishes Thu 19:56 -- 456/h)
20240912-18:45:26 nb_generated 799 model 6 (finishes Thu 20:18 -- 402/h)
20240912-18:45:33 nb_generated 908 model 1 (finishes Thu 19:55 -- 457/h)
20240912-18:45:36 nb_generated 801 model 5 (finishes Thu 20:18 -- 402/h)
20240912-18:45:41 nb_generated 911 model 3 (finishes Thu 19:55 -- 458/h)
20240912-18:45:46 nb_generated 802 model 5 (finishes Thu 20:18 -- 402/h)
20240912-18:45:50 nb_generated 913 model 1 (finishes Thu 19:55 -- 458/h)
20240912-18:45:56 nb_generated 915 model 2 (finishes Thu 19:55 -- 459/h)
20240912-18:46:00 nb_generated 803 model 1 (finishes Thu 20:18 -- 401/h)
20240912-18:46:06 nb_generated 915 model 3 (finishes Thu 19:55 -- 458/h)
20240912-18:46:07 nb_generated 804 model 4 (finishes Thu 20:18 -- 401/h)
20240912-18:46:12 nb_generated 917 model 7 (finishes Thu 19:55 -- 459/h)
20240912-18:46:18 nb_generated 919 model 7 (finishes Thu 19:54 -- 460/h)
20240912-18:46:19 nb_generated 804 model 9 (finishes Thu 20:19 -- 401/h)
20240912-18:46:29 nb_generated 806 model 9 (finishes Thu 20:19 -- 401/h)
20240912-18:46:32 nb_generated 921 model 1 (finishes Thu 19:54 -- 460/h)
20240912-18:46:36 nb_generated 807 model 7 (finishes Thu 20:19 -- 401/h)
20240912-18:46:44 nb_generated 924 model 8 (finishes Thu 19:54 -- 461/h)
20240912-18:46:47 nb_generated 809 model 2 (finishes Thu 20:19 -- 401/h)
20240912-18:46:50 nb_generated 926 model 3 (finishes Thu 19:54 -- 461/h)
20240912-18:46:53 nb_generated 810 model 3 (finishes Thu 20:19 -- 401/h)
20240912-18:47:01 nb_generated 812 model 4 (finishes Thu 20:18 -- 401/h)
20240912-18:47:02 nb_generated 928 model 2 (finishes Thu 19:54 -- 461/h)
20240912-18:47:08 nb_generated 814 model 2 (finishes Thu 20:18 -- 401/h)
20240912-18:47:10 nb_generated 929 model 8 (finishes Thu 19:54 -- 461/h)
20240912-18:47:18 nb_generated 814 model 9 (finishes Thu 20:19 -- 400/h)
20240912-18:47:22 nb_generated 931 model 1 (finishes Thu 19:54 -- 460/h)
20240912-18:47:30 nb_generated 931 model 8 (finishes Thu 19:55 -- 460/h)
20240912-18:47:32 nb_generated 817 model 1 (finishes Thu 20:18 -- 401/h)
20240912-18:47:37 nb_generated 932 model 4 (finishes Thu 19:55 -- 460/h)
20240912-18:47:40 nb_generated 818 model 9 (finishes Thu 20:18 -- 401/h)
20240912-18:47:46 nb_generated 821 model 7 (finishes Thu 20:18 -- 402/h)
20240912-18:47:47 nb_generated 933 model 4 (finishes Thu 19:55 -- 460/h)
20240912-18:47:52 nb_generated 821 model 7 (finishes Thu 20:18 -- 402/h)
20240912-18:47:57 nb_generated 934 model 0 (finishes Thu 19:55 -- 460/h)
20240912-18:48:02 nb_generated 824 model 2 (finishes Thu 20:18 -- 402/h)
20240912-18:48:07 nb_generated 937 model 6 (finishes Thu 19:54 -- 461/h)
20240912-18:48:13 nb_generated 937 model 7 (finishes Thu 19:54 -- 460/h)
20240912-18:48:18 nb_generated 827 model 8 (finishes Thu 20:18 -- 402/h)
20240912-18:48:21 nb_generated 939 model 2 (finishes Thu 19:54 -- 460/h)
20240912-18:48:29 nb_generated 943 model 1 (finishes Thu 19:54 -- 461/h)
20240912-18:48:30 nb_generated 830 model 5 (finishes Thu 20:18 -- 403/h)
20240912-18:48:39 nb_generated 948 model 5 (finishes Thu 19:53 -- 463/h)
20240912-18:48:43 nb_generated 831 model 1 (finishes Thu 20:18 -- 402/h)
20240912-18:48:49 nb_generated 831 model 7 (finishes Thu 20:18 -- 402/h)
20240912-18:48:50 nb_generated 949 model 5 (finishes Thu 19:53 -- 463/h)
20240912-18:48:56 nb_generated 834 model 8 (finishes Thu 20:17 -- 403/h)
20240912-18:48:59 nb_generated 952 model 3 (finishes Thu 19:53 -- 463/h)
20240912-18:49:06 nb_generated 955 model 4 (finishes Thu 19:53 -- 464/h)
20240912-18:49:09 nb_generated 834 model 9 (finishes Thu 20:18 -- 403/h)
20240912-18:49:12 nb_generated 957 model 2 (finishes Thu 19:53 -- 465/h)
20240912-18:49:18 nb_generated 836 model 8 (finishes Thu 20:17 -- 403/h)
20240912-18:49:23 nb_generated 957 model 6 (finishes Thu 19:53 -- 464/h)
20240912-18:49:27 nb_generated 838 model 0 (finishes Thu 20:17 -- 404/h)
20240912-18:49:33 nb_generated 839 model 6 (finishes Thu 20:17 -- 403/h)
20240912-18:49:33 nb_generated 958 model 9 (finishes Thu 19:53 -- 464/h)
20240912-18:49:41 nb_generated 840 model 3 (finishes Thu 20:17 -- 403/h)
20240912-18:49:45 nb_generated 961 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:49:48 nb_generated 841 model 1 (finishes Thu 20:17 -- 404/h)
20240912-18:49:54 nb_generated 841 model 3 (finishes Thu 20:17 -- 403/h)
20240912-18:49:54 nb_generated 963 model 3 (finishes Thu 19:53 -- 464/h)
20240912-18:50:03 nb_generated 842 model 4 (finishes Thu 20:17 -- 403/h)
20240912-18:50:06 nb_generated 966 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:50:16 nb_generated 967 model 6 (finishes Thu 19:53 -- 465/h)
20240912-18:50:16 nb_generated 843 model 4 (finishes Thu 20:18 -- 403/h)
20240912-18:50:30 nb_generated 845 model 9 (finishes Thu 20:17 -- 403/h)
20240912-18:50:32 nb_generated 969 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:50:41 nb_generated 845 model 3 (finishes Thu 20:18 -- 402/h)
20240912-18:50:45 nb_generated 972 model 8 (finishes Thu 19:52 -- 466/h)
20240912-18:50:49 nb_generated 847 model 4 (finishes Thu 20:18 -- 402/h)
20240912-18:50:59 nb_generated 848 model 9 (finishes Thu 20:18 -- 402/h)
20240912-18:51:02 nb_generated 974 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:51:08 nb_generated 974 model 7 (finishes Thu 19:53 -- 465/h)
20240912-18:51:10 nb_generated 848 model 6 (finishes Thu 20:18 -- 401/h)
20240912-18:51:16 nb_generated 977 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:51:19 nb_generated 849 model 0 (finishes Thu 20:18 -- 401/h)
20240912-18:51:25 nb_generated 850 model 2 (finishes Thu 20:18 -- 401/h)
20240912-18:51:27 nb_generated 979 model 6 (finishes Thu 19:53 -- 465/h)
20240912-18:51:37 nb_generated 852 model 5 (finishes Thu 20:18 -- 401/h)
20240912-18:51:37 nb_generated 981 model 5 (finishes Thu 19:53 -- 465/h)
20240912-18:51:45 nb_generated 983 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:51:47 nb_generated 853 model 4 (finishes Thu 20:19 -- 400/h)
20240912-18:51:51 nb_generated 984 model 5 (finishes Thu 19:53 -- 466/h)
20240912-18:51:59 nb_generated 855 model 0 (finishes Thu 20:19 -- 401/h)
20240912-18:52:06 nb_generated 985 model 8 (finishes Thu 19:53 -- 465/h)
20240912-18:52:07 nb_generated 855 model 9 (finishes Thu 20:19 -- 400/h)
20240912-18:52:16 nb_generated 986 model 4 (finishes Thu 19:53 -- 464/h)
20240912-18:52:21 nb_generated 858 model 0 (finishes Thu 20:18 -- 401/h)
20240912-18:52:24 nb_generated 988 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:52:29 nb_generated 859 model 3 (finishes Thu 20:18 -- 401/h)
20240912-18:52:30 nb_generated 989 model 7 (finishes Thu 19:53 -- 464/h)
20240912-18:52:39 nb_generated 989 model 0 (finishes Thu 19:53 -- 464/h)
20240912-18:52:43 nb_generated 861 model 4 (finishes Thu 20:19 -- 401/h)
20240912-18:52:49 nb_generated 991 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:52:50 nb_generated 861 model 3 (finishes Thu 20:19 -- 400/h)
20240912-18:52:58 nb_generated 996 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:52:58 nb_generated 863 model 0 (finishes Thu 20:18 -- 401/h)
20240912-18:53:06 nb_generated 867 model 2 (finishes Thu 20:18 -- 402/h)
20240912-18:53:09 nb_generated 997 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:53:15 nb_generated 871 model 5 (finishes Thu 20:17 -- 404/h)
20240912-18:53:20 nb_generated 998 model 5 (finishes Thu 19:53 -- 465/h)
20240912-18:53:21 nb_generated 874 model 7 (finishes Thu 20:17 -- 405/h)
20240912-18:53:28 nb_generated 999 model 4 (finishes Thu 19:53 -- 464/h)
20240912-18:53:30 nb_generated 875 model 2 (finishes Thu 20:17 -- 404/h)
20240912-18:53:34 nb_generated 1002 model 7 (finishes Thu 19:53 -- 465/h)
20240912-18:53:37 nb_generated 875 model 1 (finishes Thu 20:17 -- 404/h)
20240912-18:53:46 nb_generated 1003 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:53:48 nb_generated 881 model 4 (finishes Thu 20:17 -- 405/h)
20240912-18:53:56 nb_generated 1005 model 5 (finishes Thu 19:53 -- 466/h)
20240912-18:53:58 nb_generated 881 model 1 (finishes Thu 20:17 -- 404/h)
20240912-18:54:04 nb_generated 1005 model 0 (finishes Thu 19:53 -- 465/h)
20240912-18:54:04 nb_generated 885 model 7 (finishes Thu 20:17 -- 405/h)
20240912-18:54:12 nb_generated 1006 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:54:16 nb_generated 888 model 5 (finishes Thu 20:16 -- 405/h)
20240912-18:54:21 nb_generated 1007 model 8 (finishes Thu 19:53 -- 464/h)
20240912-18:54:33 nb_generated 1007 model 6 (finishes Thu 19:53 -- 463/h)
20240912-18:54:34 nb_generated 889 model 9 (finishes Thu 20:17 -- 404/h)
20240912-18:54:41 nb_generated 1008 model 4 (finishes Thu 19:53 -- 463/h)
20240912-18:54:42 nb_generated 892 model 6 (finishes Thu 20:17 -- 404/h)
20240912-18:54:50 nb_generated 1008 model 2 (finishes Thu 19:54 -- 463/h)
20240912-18:54:51 nb_generated 893 model 3 (finishes Thu 20:17 -- 404/h)
20240912-18:55:00 nb_generated 893 model 6 (finishes Thu 20:17 -- 404/h)
20240912-18:55:05 nb_generated 1009 model 9 (finishes Thu 19:54 -- 462/h)
20240912-18:55:08 nb_generated 896 model 2 (finishes Thu 20:17 -- 405/h)
20240912-18:55:15 nb_generated 1011 model 9 (finishes Thu 19:54 -- 462/h)
20240912-18:55:16 nb_generated 898 model 2 (finishes Thu 20:16 -- 405/h)
20240912-18:55:26 nb_generated 1013 model 9 (finishes Thu 19:53 -- 463/h)
20240912-18:55:26 nb_generated 899 model 9 (finishes Thu 20:16 -- 405/h)
20240912-18:55:35 nb_generated 1017 model 1 (finishes Thu 19:53 -- 464/h)
20240912-18:55:35 nb_generated 901 model 4 (finishes Thu 20:16 -- 406/h)
20240912-18:55:48 nb_generated 1019 model 5 (finishes Thu 19:53 -- 464/h)
20240912-18:55:49 nb_generated 901 model 6 (finishes Thu 20:17 -- 405/h)
20240912-18:55:53 nb_generated 1021 model 4 (finishes Thu 19:53 -- 465/h)
20240912-18:55:56 nb_generated 901 model 0 (finishes Thu 20:17 -- 404/h)
20240912-18:55:59 nb_generated 1024 model 7 (finishes Thu 19:53 -- 466/h)
20240912-18:56:04 nb_generated 903 model 9 (finishes Thu 20:16 -- 405/h)
20240912-18:56:10 nb_generated 1027 model 3 (finishes Thu 19:52 -- 466/h)
20240912-18:56:11 nb_generated 904 model 2 (finishes Thu 20:17 -- 405/h)
20240912-18:56:22 nb_generated 908 model 1 (finishes Thu 20:16 -- 406/h)
20240912-18:56:22 nb_generated 1029 model 4 (finishes Thu 19:52 -- 466/h)
20240912-18:56:30 nb_generated 910 model 4 (finishes Thu 20:16 -- 406/h)
20240912-18:56:31 nb_generated 1029 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:56:38 nb_generated 911 model 4 (finishes Thu 20:16 -- 406/h)
20240912-18:56:42 nb_generated 1031 model 8 (finishes Thu 19:52 -- 466/h)
20240912-18:56:48 nb_generated 912 model 3 (finishes Thu 20:16 -- 406/h)
20240912-18:56:48 nb_generated 1032 model 3 (finishes Thu 19:52 -- 466/h)
20240912-18:56:57 nb_generated 912 model 3 (finishes Thu 20:16 -- 405/h)
20240912-18:56:59 nb_generated 1032 model 0 (finishes Thu 19:53 -- 465/h)
20240912-18:57:07 nb_generated 914 model 3 (finishes Thu 20:17 -- 405/h)
20240912-18:57:10 nb_generated 1033 model 9 (finishes Thu 19:53 -- 465/h)
20240912-18:57:17 nb_generated 1034 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:57:17 nb_generated 914 model 6 (finishes Thu 20:17 -- 404/h)
20240912-18:57:25 nb_generated 1035 model 7 (finishes Thu 19:53 -- 464/h)
20240912-18:57:25 nb_generated 915 model 1 (finishes Thu 20:17 -- 404/h)
20240912-18:57:32 nb_generated 1037 model 2 (finishes Thu 19:53 -- 465/h)
20240912-18:57:35 nb_generated 916 model 6 (finishes Thu 20:17 -- 404/h)
20240912-18:57:41 nb_generated 1037 model 5 (finishes Thu 19:53 -- 464/h)
20240912-18:57:48 nb_generated 916 model 8 (finishes Thu 20:17 -- 403/h)
20240912-18:57:56 nb_generated 919 model 9 (finishes Thu 20:17 -- 403/h)
20240912-18:58:02 nb_generated 1040 model 6 (finishes Thu 19:53 -- 464/h)
20240912-18:58:07 nb_generated 919 model 8 (finishes Thu 20:18 -- 402/h)
20240912-18:58:08 nb_generated 1041 model 3 (finishes Thu 19:53 -- 465/h)
20240912-18:58:13 nb_generated 919 model 6 (finishes Thu 20:18 -- 402/h)
20240912-18:58:16 nb_generated 1043 model 7 (finishes Thu 19:53 -- 465/h)
20240912-18:58:30 nb_generated 919 model 9 (finishes Thu 20:18 -- 401/h)
20240912-18:58:30 nb_generated 1044 model 1 (finishes Thu 19:53 -- 464/h)
20240912-18:58:36 nb_generated 920 model 4 (finishes Thu 20:18 -- 401/h)
20240912-18:58:39 nb_generated 1046 model 0 (finishes Thu 19:53 -- 465/h)
20240912-18:58:43 nb_generated 922 model 2 (finishes Thu 20:18 -- 401/h)
20240912-18:58:51 nb_generated 1048 model 9 (finishes Thu 19:53 -- 464/h)
20240912-18:58:51 nb_generated 923 model 7 (finishes Thu 20:18 -- 401/h)
20240912-18:58:59 nb_generated 1050 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:59:04 nb_generated 924 model 5 (finishes Thu 20:18 -- 401/h)
20240912-18:59:11 nb_generated 1051 model 1 (finishes Thu 19:53 -- 464/h)
20240912-18:59:12 nb_generated 926 model 5 (finishes Thu 20:18 -- 402/h)
20240912-18:59:18 nb_generated 1053 model 2 (finishes Thu 19:53 -- 463/h)
20240912-18:59:23 nb_generated 926 model 0 (finishes Thu 20:18 -- 401/h)
20240912-18:59:26 nb_generated 1056 model 2 (finishes Thu 19:53 -- 464/h)
20240912-18:59:32 nb_generated 1058 model 2 (finishes Thu 19:53 -- 465/h)
20240912-18:59:35 nb_generated 928 model 7 (finishes Thu 20:18 -- 401/h)
20240912-18:59:41 nb_generated 1059 model 2 (finishes Thu 19:53 -- 465/h)
20240912-18:59:50 nb_generated 929 model 5 (finishes Thu 20:19 -- 400/h)
20240912-18:59:56 nb_generated 1060 model 8 (finishes Thu 19:53 -- 464/h)
20240912-18:59:57 nb_generated 930 model 3 (finishes Thu 20:19 -- 401/h)
20240912-19:00:01 nb_generated 1061 model 7 (finishes Thu 19:53 -- 464/h)
20240912-19:00:13 nb_generated 932 model 9 (finishes Thu 20:19 -- 400/h)
20240912-19:00:16 nb_generated 1062 model 1 (finishes Thu 19:53 -- 464/h)
20240912-19:00:22 nb_generated 933 model 4 (finishes Thu 20:19 -- 400/h)
20240912-19:00:23 nb_generated 1063 model 2 (finishes Thu 19:53 -- 464/h)
20240912-19:00:30 nb_generated 1065 model 2 (finishes Thu 19:53 -- 464/h)
20240912-19:00:34 nb_generated 933 model 6 (finishes Thu 20:19 -- 399/h)
20240912-19:00:41 nb_generated 1067 model 7 (finishes Thu 19:53 -- 465/h)
20240912-19:00:43 nb_generated 933 model 9 (finishes Thu 20:20 -- 398/h)
20240912-19:00:51 nb_generated 936 model 1 (finishes Thu 20:19 -- 399/h)
20240912-19:00:53 nb_generated 1068 model 5 (finishes Thu 19:53 -- 464/h)
20240912-19:00:58 nb_generated 1069 model 2 (finishes Thu 19:53 -- 465/h)
20240912-19:00:59 nb_generated 937 model 3 (finishes Thu 20:19 -- 399/h)
20240912-19:01:05 nb_generated 939 model 4 (finishes Thu 20:19 -- 400/h)
20240912-19:01:07 nb_generated 1069 model 1 (finishes Thu 19:53 -- 464/h)
20240912-19:01:14 nb_generated 1070 model 2 (finishes Thu 19:53 -- 464/h)
20240912-19:01:15 nb_generated 943 model 1 (finishes Thu 20:18 -- 401/h)
20240912-19:01:21 nb_generated 1070 model 3 (finishes Thu 19:53 -- 463/h)
20240912-19:01:25 nb_generated 943 model 6 (finishes Thu 20:19 -- 401/h)
20240912-19:01:31 nb_generated 1070 model 1 (finishes Thu 19:53 -- 463/h)
20240912-19:01:35 nb_generated 943 model 4 (finishes Thu 20:19 -- 400/h)
20240912-19:01:41 nb_generated 1072 model 5 (finishes Thu 19:53 -- 463/h)
20240912-19:01:48 nb_generated 943 model 6 (finishes Thu 20:19 -- 399/h)
20240912-19:01:54 nb_generated 1074 model 5 (finishes Thu 19:53 -- 463/h)
20240912-19:01:58 nb_generated 944 model 8 (finishes Thu 20:19 -- 399/h)
20240912-19:02:04 nb_generated 1078 model 5 (finishes Thu 19:53 -- 464/h)
20240912-19:02:13 nb_generated 1078 model 7 (finishes Thu 19:53 -- 464/h)
20240912-19:02:16 nb_generated 946 model 8 (finishes Thu 20:19 -- 399/h)
20240912-19:02:22 nb_generated 1080 model 1 (finishes Thu 19:53 -- 464/h)
20240912-19:02:26 nb_generated 948 model 2 (finishes Thu 20:19 -- 399/h)
20240912-19:02:35 nb_generated 1082 model 8 (finishes Thu 19:53 -- 463/h)
20240912-19:02:39 nb_generated 950 model 6 (finishes Thu 20:19 -- 399/h)
20240912-19:02:45 nb_generated 1084 model 6 (finishes Thu 19:53 -- 463/h)
20240912-19:02:47 nb_generated 952 model 7 (finishes Thu 20:19 -- 400/h)
20240912-19:02:54 nb_generated 955 model 2 (finishes Thu 20:19 -- 401/h)
20240912-19:02:54 nb_generated 1085 model 4 (finishes Thu 19:53 -- 463/h)
20240912-19:03:02 nb_generated 957 model 0 (finishes Thu 20:18 -- 401/h)
20240912-19:03:09 nb_generated 957 model 9 (finishes Thu 20:18 -- 401/h)
20240912-19:03:14 nb_generated 1085 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:03:21 nb_generated 958 model 8 (finishes Thu 20:19 -- 400/h)
20240912-19:03:21 nb_generated 1086 model 3 (finishes Thu 19:54 -- 462/h)
20240912-19:03:27 nb_generated 1089 model 7 (finishes Thu 19:53 -- 463/h)
20240912-19:03:32 nb_generated 958 model 5 (finishes Thu 20:19 -- 400/h)
20240912-19:03:37 nb_generated 958 model 2 (finishes Thu 20:19 -- 399/h)
20240912-19:03:39 nb_generated 1089 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:03:46 nb_generated 958 model 4 (finishes Thu 20:19 -- 399/h)
20240912-19:03:48 nb_generated 1091 model 8 (finishes Thu 19:54 -- 462/h)
20240912-19:03:56 nb_generated 961 model 8 (finishes Thu 20:19 -- 400/h)
20240912-19:03:59 nb_generated 1093 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:04:04 nb_generated 963 model 3 (finishes Thu 20:19 -- 400/h)
20240912-19:04:08 nb_generated 1096 model 2 (finishes Thu 19:53 -- 463/h)
20240912-19:04:11 nb_generated 963 model 1 (finishes Thu 20:19 -- 400/h)
20240912-19:04:15 nb_generated 1096 model 1 (finishes Thu 19:54 -- 463/h)
20240912-19:04:23 nb_generated 964 model 6 (finishes Thu 20:19 -- 399/h)
20240912-19:04:28 nb_generated 1096 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:04:33 nb_generated 968 model 4 (finishes Thu 20:19 -- 401/h)
20240912-19:04:38 nb_generated 970 model 7 (finishes Thu 20:18 -- 401/h)
20240912-19:04:40 nb_generated 1097 model 1 (finishes Thu 19:54 -- 461/h)
20240912-19:04:47 nb_generated 971 model 6 (finishes Thu 20:18 -- 401/h)
20240912-19:04:47 nb_generated 1101 model 0 (finishes Thu 19:54 -- 462/h)
20240912-19:04:58 nb_generated 1106 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:05:00 nb_generated 973 model 3 (finishes Thu 20:18 -- 401/h)
20240912-19:05:08 nb_generated 976 model 3 (finishes Thu 20:18 -- 402/h)
20240912-19:05:09 nb_generated 1106 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:05:15 nb_generated 977 model 7 (finishes Thu 20:18 -- 401/h)
20240912-19:05:19 nb_generated 1109 model 8 (finishes Thu 19:54 -- 462/h)
20240912-19:05:25 nb_generated 1111 model 1 (finishes Thu 19:54 -- 463/h)
20240912-19:05:31 nb_generated 978 model 4 (finishes Thu 20:18 -- 401/h)
20240912-19:05:35 nb_generated 1112 model 1 (finishes Thu 19:54 -- 463/h)
20240912-19:05:43 nb_generated 981 model 0 (finishes Thu 20:18 -- 402/h)
20240912-19:05:44 nb_generated 1114 model 5 (finishes Thu 19:53 -- 463/h)
20240912-19:05:50 nb_generated 982 model 2 (finishes Thu 20:18 -- 402/h)
20240912-19:05:54 nb_generated 1117 model 8 (finishes Thu 19:53 -- 464/h)
20240912-19:05:58 nb_generated 986 model 2 (finishes Thu 20:17 -- 403/h)
20240912-19:06:03 nb_generated 1117 model 1 (finishes Thu 19:53 -- 463/h)
20240912-19:06:03 nb_generated 987 model 3 (finishes Thu 20:17 -- 403/h)
20240912-19:06:17 nb_generated 987 model 9 (finishes Thu 20:18 -- 402/h)
20240912-19:06:18 nb_generated 1117 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:06:24 nb_generated 1121 model 4 (finishes Thu 19:53 -- 463/h)
20240912-19:06:32 nb_generated 1123 model 2 (finishes Thu 19:53 -- 463/h)
20240912-19:06:32 nb_generated 989 model 9 (finishes Thu 20:18 -- 403/h)
20240912-19:06:40 nb_generated 990 model 9 (finishes Thu 20:18 -- 402/h)
20240912-19:06:49 nb_generated 1123 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:06:52 nb_generated 992 model 8 (finishes Thu 20:18 -- 403/h)
20240912-19:06:59 nb_generated 1123 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:07:01 nb_generated 992 model 0 (finishes Thu 20:18 -- 402/h)
20240912-19:07:09 nb_generated 1125 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:07:11 nb_generated 993 model 8 (finishes Thu 20:18 -- 402/h)
20240912-19:07:20 nb_generated 1125 model 8 (finishes Thu 19:54 -- 461/h)
20240912-19:07:22 nb_generated 994 model 0 (finishes Thu 20:18 -- 402/h)
20240912-19:07:27 nb_generated 995 model 7 (finishes Thu 20:18 -- 402/h)
20240912-19:07:30 nb_generated 1126 model 8 (finishes Thu 19:54 -- 461/h)
20240912-19:07:37 nb_generated 1130 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:07:41 nb_generated 998 model 2 (finishes Thu 20:18 -- 402/h)
20240912-19:07:46 nb_generated 1132 model 4 (finishes Thu 19:54 -- 462/h)
20240912-19:07:51 nb_generated 1134 model 2 (finishes Thu 19:54 -- 462/h)
20240912-19:07:52 nb_generated 1000 model 8 (finishes Thu 20:18 -- 402/h)
20240912-19:07:59 nb_generated 1002 model 2 (finishes Thu 20:18 -- 402/h)
20240912-19:07:59 nb_generated 1134 model 3 (finishes Thu 19:54 -- 462/h)
20240912-19:08:09 nb_generated 1005 model 1 (finishes Thu 20:17 -- 403/h)
20240912-19:08:10 nb_generated 1135 model 3 (finishes Thu 19:54 -- 462/h)
20240912-19:08:16 nb_generated 1137 model 3 (finishes Thu 19:54 -- 462/h)
20240912-19:08:21 nb_generated 1005 model 9 (finishes Thu 20:18 -- 403/h)
20240912-19:08:28 nb_generated 1006 model 8 (finishes Thu 20:18 -- 403/h)
20240912-19:08:31 nb_generated 1138 model 8 (finishes Thu 19:54 -- 462/h)
20240912-19:08:37 nb_generated 1009 model 5 (finishes Thu 20:17 -- 404/h)
20240912-19:08:44 nb_generated 1139 model 3 (finishes Thu 19:54 -- 461/h)
20240912-19:08:45 nb_generated 1010 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:08:50 nb_generated 1140 model 0 (finishes Thu 19:54 -- 461/h)
20240912-19:08:54 nb_generated 1011 model 4 (finishes Thu 20:17 -- 404/h)
20240912-19:09:01 nb_generated 1014 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:09:01 nb_generated 1142 model 1 (finishes Thu 19:54 -- 462/h)
20240912-19:09:11 nb_generated 1014 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:09:11 nb_generated 1144 model 8 (finishes Thu 19:54 -- 462/h)
20240912-19:09:20 nb_generated 1017 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:09:22 nb_generated 1148 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:09:26 nb_generated 1017 model 0 (finishes Thu 20:17 -- 404/h)
20240912-19:09:32 nb_generated 1150 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:09:40 nb_generated 1150 model 6 (finishes Thu 19:54 -- 462/h)
20240912-19:09:40 nb_generated 1018 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:09:48 nb_generated 1020 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:09:52 nb_generated 1152 model 1 (finishes Thu 19:54 -- 462/h)
20240912-19:09:58 nb_generated 1158 model 2 (finishes Thu 19:54 -- 463/h)
20240912-19:10:05 nb_generated 1021 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:10:13 nb_generated 1159 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:10:16 nb_generated 1023 model 5 (finishes Thu 20:17 -- 404/h)
20240912-19:10:22 nb_generated 1162 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:10:28 nb_generated 1025 model 1 (finishes Thu 20:17 -- 404/h)
20240912-19:10:32 nb_generated 1163 model 1 (finishes Thu 19:54 -- 462/h)
20240912-19:10:43 nb_generated 1026 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:10:46 nb_generated 1163 model 9 (finishes Thu 19:54 -- 461/h)
20240912-19:10:52 nb_generated 1026 model 5 (finishes Thu 20:17 -- 403/h)
20240912-19:10:53 nb_generated 1164 model 2 (finishes Thu 19:54 -- 461/h)
20240912-19:11:02 nb_generated 1028 model 7 (finishes Thu 20:17 -- 403/h)
20240912-19:11:03 nb_generated 1164 model 5 (finishes Thu 19:54 -- 460/h)
20240912-19:11:09 nb_generated 1168 model 2 (finishes Thu 19:54 -- 462/h)
20240912-19:11:11 nb_generated 1029 model 2 (finishes Thu 20:18 -- 403/h)
20240912-19:11:20 nb_generated 1169 model 4 (finishes Thu 19:54 -- 461/h)
20240912-19:11:21 nb_generated 1031 model 5 (finishes Thu 20:18 -- 402/h)
20240912-19:11:28 nb_generated 1169 model 4 (finishes Thu 19:54 -- 461/h)
20240912-19:11:29 nb_generated 1033 model 0 (finishes Thu 20:17 -- 403/h)
20240912-19:11:41 nb_generated 1036 model 8 (finishes Thu 20:18 -- 403/h)
20240912-19:11:41 nb_generated 1170 model 9 (finishes Thu 19:54 -- 461/h)
20240912-19:11:49 nb_generated 1037 model 7 (finishes Thu 20:18 -- 403/h)
20240912-19:11:49 nb_generated 1172 model 4 (finishes Thu 19:54 -- 461/h)
20240912-19:11:56 nb_generated 1039 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:12:01 nb_generated 1174 model 5 (finishes Thu 19:54 -- 460/h)
20240912-19:12:03 nb_generated 1040 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:12:09 nb_generated 1175 model 5 (finishes Thu 19:54 -- 460/h)
20240912-19:12:10 nb_generated 1044 model 7 (finishes Thu 20:17 -- 404/h)
20240912-19:12:17 nb_generated 1045 model 4 (finishes Thu 20:17 -- 404/h)
20240912-19:12:19 nb_generated 1175 model 8 (finishes Thu 19:55 -- 460/h)
20240912-19:12:23 nb_generated 1049 model 7 (finishes Thu 20:17 -- 404/h)
20240912-19:12:30 nb_generated 1052 model 3 (finishes Thu 20:17 -- 405/h)
20240912-19:12:34 nb_generated 1176 model 9 (finishes Thu 19:55 -- 459/h)
20240912-19:12:43 nb_generated 1178 model 7 (finishes Thu 19:55 -- 460/h)
20240912-19:12:43 nb_generated 1052 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:12:53 nb_generated 1055 model 7 (finishes Thu 20:17 -- 404/h)
20240912-19:12:54 nb_generated 1179 model 5 (finishes Thu 19:55 -- 459/h)
20240912-19:12:59 nb_generated 1056 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:13:05 nb_generated 1058 model 7 (finishes Thu 20:17 -- 405/h)
20240912-19:13:06 nb_generated 1179 model 0 (finishes Thu 19:55 -- 459/h)
20240912-19:13:13 nb_generated 1059 model 3 (finishes Thu 20:17 -- 405/h)
20240912-19:13:17 nb_generated 1180 model 6 (finishes Thu 19:55 -- 458/h)
20240912-19:13:20 nb_generated 1062 model 7 (finishes Thu 20:16 -- 405/h)
20240912-19:13:27 nb_generated 1181 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:13:33 nb_generated 1063 model 6 (finishes Thu 20:17 -- 405/h)
20240912-19:13:39 nb_generated 1183 model 5 (finishes Thu 19:55 -- 458/h)
20240912-19:13:47 nb_generated 1063 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:13:47 nb_generated 1187 model 1 (finishes Thu 19:55 -- 458/h)
20240912-19:13:57 nb_generated 1063 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:13:59 nb_generated 1190 model 6 (finishes Thu 19:55 -- 459/h)
20240912-19:14:03 nb_generated 1063 model 4 (finishes Thu 20:17 -- 403/h)
20240912-19:14:06 nb_generated 1191 model 2 (finishes Thu 19:55 -- 459/h)
20240912-19:14:14 nb_generated 1065 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:14:18 nb_generated 1191 model 8 (finishes Thu 19:55 -- 458/h)
20240912-19:14:21 nb_generated 1065 model 0 (finishes Thu 20:18 -- 403/h)
20240912-19:14:28 nb_generated 1193 model 0 (finishes Thu 19:55 -- 458/h)
20240912-19:14:30 nb_generated 1065 model 6 (finishes Thu 20:18 -- 402/h)
20240912-19:14:42 nb_generated 1066 model 1 (finishes Thu 20:18 -- 402/h)
20240912-19:14:43 nb_generated 1194 model 3 (finishes Thu 19:55 -- 458/h)
20240912-19:14:50 nb_generated 1069 model 0 (finishes Thu 20:17 -- 403/h)
20240912-19:14:51 nb_generated 1197 model 2 (finishes Thu 19:55 -- 458/h)
20240912-19:14:59 nb_generated 1072 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:15:00 nb_generated 1199 model 4 (finishes Thu 19:55 -- 459/h)
20240912-19:15:10 nb_generated 1201 model 6 (finishes Thu 19:55 -- 459/h)
20240912-19:15:10 nb_generated 1076 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:15:16 nb_generated 1078 model 7 (finishes Thu 20:17 -- 405/h)
20240912-19:15:19 nb_generated 1202 model 8 (finishes Thu 19:55 -- 459/h)
20240912-19:15:25 nb_generated 1079 model 5 (finishes Thu 20:17 -- 405/h)
20240912-19:15:30 nb_generated 1204 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:15:35 nb_generated 1081 model 5 (finishes Thu 20:16 -- 405/h)
20240912-19:15:36 nb_generated 1205 model 4 (finishes Thu 19:55 -- 459/h)
20240912-19:15:44 nb_generated 1082 model 0 (finishes Thu 20:16 -- 405/h)
20240912-19:15:49 nb_generated 1206 model 0 (finishes Thu 19:55 -- 458/h)
20240912-19:15:53 nb_generated 1084 model 2 (finishes Thu 20:16 -- 406/h)
20240912-19:16:01 nb_generated 1084 model 1 (finishes Thu 20:16 -- 405/h)
20240912-19:16:04 nb_generated 1209 model 8 (finishes Thu 19:55 -- 458/h)
20240912-19:16:12 nb_generated 1210 model 0 (finishes Thu 19:55 -- 458/h)
20240912-19:16:14 nb_generated 1084 model 1 (finishes Thu 20:17 -- 404/h)
20240912-19:16:18 nb_generated 1212 model 2 (finishes Thu 19:55 -- 458/h)
20240912-19:16:24 nb_generated 1212 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:16:25 nb_generated 1086 model 4 (finishes Thu 20:17 -- 405/h)
20240912-19:16:38 nb_generated 1087 model 1 (finishes Thu 20:17 -- 405/h)
20240912-19:16:39 nb_generated 1214 model 6 (finishes Thu 19:55 -- 458/h)
20240912-19:16:46 nb_generated 1088 model 3 (finishes Thu 20:17 -- 405/h)
20240912-19:16:50 nb_generated 1216 model 9 (finishes Thu 19:55 -- 458/h)
20240912-19:17:01 nb_generated 1218 model 6 (finishes Thu 19:55 -- 458/h)
20240912-19:17:03 nb_generated 1089 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:17:11 nb_generated 1090 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:17:15 nb_generated 1222 model 1 (finishes Thu 19:55 -- 458/h)
20240912-19:17:23 nb_generated 1093 model 8 (finishes Thu 20:17 -- 405/h)
20240912-19:17:24 nb_generated 1228 model 4 (finishes Thu 19:54 -- 460/h)
20240912-19:17:32 nb_generated 1229 model 2 (finishes Thu 19:54 -- 460/h)
20240912-19:17:32 nb_generated 1093 model 0 (finishes Thu 20:17 -- 405/h)
20240912-19:17:38 nb_generated 1231 model 2 (finishes Thu 19:54 -- 461/h)
20240912-19:17:43 nb_generated 1093 model 5 (finishes Thu 20:17 -- 404/h)
20240912-19:17:47 nb_generated 1232 model 3 (finishes Thu 19:54 -- 461/h)
20240912-19:17:55 nb_generated 1094 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:17:56 nb_generated 1234 model 3 (finishes Thu 19:54 -- 461/h)
20240912-19:18:04 nb_generated 1095 model 4 (finishes Thu 20:17 -- 404/h)
20240912-19:18:06 nb_generated 1234 model 3 (finishes Thu 19:54 -- 460/h)
20240912-19:18:14 nb_generated 1235 model 0 (finishes Thu 19:54 -- 460/h)
20240912-19:18:15 nb_generated 1096 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:18:22 nb_generated 1096 model 2 (finishes Thu 20:17 -- 403/h)
20240912-19:18:25 nb_generated 1237 model 6 (finishes Thu 19:55 -- 460/h)
20240912-19:18:33 nb_generated 1239 model 0 (finishes Thu 19:55 -- 460/h)
20240912-19:18:33 nb_generated 1099 model 0 (finishes Thu 20:17 -- 404/h)
20240912-19:18:43 nb_generated 1240 model 6 (finishes Thu 19:55 -- 459/h)
20240912-19:18:46 nb_generated 1100 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:18:53 nb_generated 1244 model 5 (finishes Thu 19:54 -- 460/h)
20240912-19:18:58 nb_generated 1100 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:19:04 nb_generated 1247 model 5 (finishes Thu 19:54 -- 461/h)
20240912-19:19:06 nb_generated 1104 model 7 (finishes Thu 20:17 -- 405/h)
20240912-19:19:13 nb_generated 1255 model 2 (finishes Thu 19:53 -- 464/h)
20240912-19:19:20 nb_generated 1106 model 1 (finishes Thu 20:17 -- 405/h)
20240912-19:19:24 nb_generated 1255 model 9 (finishes Thu 19:53 -- 463/h)
20240912-19:19:28 nb_generated 1108 model 5 (finishes Thu 20:16 -- 406/h)
20240912-19:19:35 nb_generated 1256 model 5 (finishes Thu 19:53 -- 463/h)
20240912-19:19:36 nb_generated 1108 model 3 (finishes Thu 20:16 -- 405/h)
20240912-19:19:42 nb_generated 1110 model 2 (finishes Thu 20:16 -- 406/h)
20240912-19:19:48 nb_generated 1110 model 2 (finishes Thu 20:16 -- 405/h)
20240912-19:19:48 nb_generated 1257 model 9 (finishes Thu 19:54 -- 463/h)
20240912-19:19:56 nb_generated 1258 model 3 (finishes Thu 19:53 -- 463/h)
20240912-19:20:00 nb_generated 1110 model 5 (finishes Thu 20:17 -- 405/h)
20240912-19:20:01 nb_generated 1259 model 7 (finishes Thu 19:53 -- 463/h)
20240912-19:20:07 nb_generated 1110 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:20:12 nb_generated 1260 model 0 (finishes Thu 19:54 -- 463/h)
20240912-19:20:15 nb_generated 1110 model 1 (finishes Thu 20:17 -- 404/h)
20240912-19:20:21 nb_generated 1261 model 4 (finishes Thu 19:54 -- 462/h)
20240912-19:20:25 nb_generated 1112 model 5 (finishes Thu 20:17 -- 404/h)
20240912-19:20:33 nb_generated 1262 model 6 (finishes Thu 19:54 -- 462/h)
20240912-19:20:34 nb_generated 1112 model 0 (finishes Thu 20:17 -- 404/h)
20240912-19:20:41 nb_generated 1262 model 9 (finishes Thu 19:54 -- 461/h)
20240912-19:20:43 nb_generated 1112 model 3 (finishes Thu 20:17 -- 403/h)
20240912-19:20:51 nb_generated 1262 model 1 (finishes Thu 19:54 -- 461/h)
20240912-19:20:53 nb_generated 1113 model 3 (finishes Thu 20:17 -- 403/h)
20240912-19:20:59 nb_generated 1266 model 2 (finishes Thu 19:54 -- 462/h)
20240912-19:20:59 nb_generated 1118 model 2 (finishes Thu 20:17 -- 405/h)
20240912-19:21:06 nb_generated 1118 model 2 (finishes Thu 20:17 -- 405/h)
20240912-19:21:08 nb_generated 1267 model 8 (finishes Thu 19:54 -- 462/h)
20240912-19:21:13 nb_generated 1120 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:21:16 nb_generated 1270 model 5 (finishes Thu 19:54 -- 462/h)
20240912-19:21:21 nb_generated 1121 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:21:26 nb_generated 1274 model 2 (finishes Thu 19:53 -- 463/h)
20240912-19:21:28 nb_generated 1121 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:21:36 nb_generated 1278 model 0 (finishes Thu 19:53 -- 464/h)
20240912-19:21:39 nb_generated 1124 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:21:44 nb_generated 1283 model 7 (finishes Thu 19:53 -- 466/h)
20240912-19:21:47 nb_generated 1125 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:21:50 nb_generated 1284 model 7 (finishes Thu 19:52 -- 466/h)
20240912-19:21:54 nb_generated 1126 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:22:01 nb_generated 1284 model 8 (finishes Thu 19:53 -- 465/h)
20240912-19:22:03 nb_generated 1126 model 3 (finishes Thu 20:17 -- 403/h)
20240912-19:22:09 nb_generated 1288 model 1 (finishes Thu 19:53 -- 465/h)
20240912-19:22:10 nb_generated 1126 model 7 (finishes Thu 20:17 -- 403/h)
20240912-19:22:17 nb_generated 1288 model 9 (finishes Thu 19:53 -- 465/h)
20240912-19:22:18 nb_generated 1130 model 0 (finishes Thu 20:17 -- 404/h)
20240912-19:22:29 nb_generated 1130 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:22:30 nb_generated 1288 model 8 (finishes Thu 19:53 -- 464/h)
20240912-19:22:40 nb_generated 1132 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:22:41 nb_generated 1291 model 1 (finishes Thu 19:53 -- 465/h)
20240912-19:22:46 nb_generated 1293 model 2 (finishes Thu 19:53 -- 465/h)
20240912-19:22:48 nb_generated 1134 model 6 (finishes Thu 20:17 -- 403/h)
20240912-19:22:56 nb_generated 1138 model 1 (finishes Thu 20:17 -- 404/h)
20240912-19:23:00 nb_generated 1296 model 0 (finishes Thu 19:53 -- 465/h)
20240912-19:23:03 nb_generated 1140 model 5 (finishes Thu 20:17 -- 405/h)
20240912-19:23:06 nb_generated 1298 model 7 (finishes Thu 19:52 -- 466/h)
20240912-19:23:10 nb_generated 1144 model 7 (finishes Thu 20:16 -- 406/h)
20240912-19:23:14 nb_generated 1298 model 3 (finishes Thu 19:53 -- 465/h)
20240912-19:23:20 nb_generated 1144 model 9 (finishes Thu 20:16 -- 405/h)
20240912-19:23:21 nb_generated 1300 model 8 (finishes Thu 19:53 -- 465/h)
20240912-19:23:27 nb_generated 1300 model 4 (finishes Thu 19:53 -- 465/h)
20240912-19:23:28 nb_generated 1144 model 3 (finishes Thu 20:17 -- 405/h)
20240912-19:23:36 nb_generated 1303 model 4 (finishes Thu 19:53 -- 465/h)
20240912-19:23:37 nb_generated 1145 model 1 (finishes Thu 20:17 -- 405/h)
20240912-19:23:47 nb_generated 1145 model 0 (finishes Thu 20:17 -- 405/h)
20240912-19:23:47 nb_generated 1304 model 3 (finishes Thu 19:53 -- 465/h)
20240912-19:23:53 nb_generated 1147 model 7 (finishes Thu 20:17 -- 405/h)
20240912-19:23:58 nb_generated 1308 model 0 (finishes Thu 19:52 -- 466/h)
20240912-19:24:03 nb_generated 1148 model 6 (finishes Thu 20:17 -- 405/h)
20240912-19:24:11 nb_generated 1311 model 6 (finishes Thu 19:52 -- 466/h)
20240912-19:24:12 nb_generated 1149 model 5 (finishes Thu 20:17 -- 405/h)
20240912-19:24:20 nb_generated 1313 model 3 (finishes Thu 19:52 -- 467/h)
20240912-19:24:23 nb_generated 1152 model 8 (finishes Thu 20:16 -- 405/h)
20240912-19:24:34 nb_generated 1153 model 6 (finishes Thu 20:16 -- 405/h)
20240912-19:24:37 nb_generated 1314 model 5 (finishes Thu 19:52 -- 466/h)
20240912-19:24:44 nb_generated 1155 model 4 (finishes Thu 20:16 -- 406/h)
20240912-19:24:44 nb_generated 1318 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:24:54 nb_generated 1159 model 9 (finishes Thu 20:16 -- 407/h)
20240912-19:24:56 nb_generated 1320 model 5 (finishes Thu 19:52 -- 468/h)
20240912-19:25:04 nb_generated 1160 model 9 (finishes Thu 20:16 -- 406/h)
20240912-19:25:06 nb_generated 1320 model 8 (finishes Thu 19:52 -- 467/h)
20240912-19:25:14 nb_generated 1320 model 3 (finishes Thu 19:52 -- 467/h)
20240912-19:25:19 nb_generated 1161 model 5 (finishes Thu 20:16 -- 406/h)
20240912-19:25:21 nb_generated 1321 model 7 (finishes Thu 19:52 -- 466/h)
20240912-19:25:29 nb_generated 1323 model 2 (finishes Thu 19:52 -- 467/h)
20240912-19:25:29 nb_generated 1162 model 3 (finishes Thu 20:16 -- 406/h)
20240912-19:25:40 nb_generated 1325 model 5 (finishes Thu 19:52 -- 467/h)
20240912-19:25:41 nb_generated 1163 model 8 (finishes Thu 20:16 -- 406/h)
20240912-19:25:48 nb_generated 1328 model 8 (finishes Thu 19:52 -- 468/h)
20240912-19:25:54 nb_generated 1163 model 9 (finishes Thu 20:16 -- 405/h)
20240912-19:25:56 nb_generated 1329 model 7 (finishes Thu 19:52 -- 468/h)
20240912-19:26:08 nb_generated 1163 model 0 (finishes Thu 20:17 -- 405/h)
20240912-19:26:14 nb_generated 1331 model 8 (finishes Thu 19:52 -- 467/h)
20240912-19:26:14 nb_generated 1163 model 6 (finishes Thu 20:17 -- 404/h)
20240912-19:26:26 nb_generated 1332 model 3 (finishes Thu 19:52 -- 467/h)
20240912-19:26:27 nb_generated 1163 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:26:33 nb_generated 1165 model 7 (finishes Thu 20:17 -- 404/h)
20240912-19:26:35 nb_generated 1336 model 7 (finishes Thu 19:52 -- 467/h)
20240912-19:26:42 nb_generated 1338 model 7 (finishes Thu 19:52 -- 468/h)
20240912-19:26:47 nb_generated 1165 model 9 (finishes Thu 20:17 -- 403/h)
20240912-19:26:47 nb_generated 1341 model 7 (finishes Thu 19:51 -- 469/h)
20240912-19:26:52 nb_generated 1168 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:26:58 nb_generated 1342 model 9 (finishes Thu 19:52 -- 468/h)
20240912-19:27:01 nb_generated 1172 model 7 (finishes Thu 20:17 -- 405/h)
20240912-19:27:12 nb_generated 1343 model 9 (finishes Thu 19:52 -- 468/h)
20240912-19:27:14 nb_generated 1173 model 5 (finishes Thu 20:17 -- 405/h)
20240912-19:27:20 nb_generated 1343 model 5 (finishes Thu 19:52 -- 468/h)
20240912-19:27:22 nb_generated 1173 model 1 (finishes Thu 20:17 -- 404/h)
20240912-19:27:28 nb_generated 1345 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:27:37 nb_generated 1174 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:27:37 nb_generated 1346 model 3 (finishes Thu 19:52 -- 467/h)
20240912-19:27:43 nb_generated 1349 model 4 (finishes Thu 19:52 -- 468/h)
20240912-19:27:46 nb_generated 1174 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:27:52 nb_generated 1349 model 3 (finishes Thu 19:52 -- 467/h)
20240912-19:27:55 nb_generated 1176 model 0 (finishes Thu 20:17 -- 404/h)
20240912-19:27:57 nb_generated 1351 model 7 (finishes Thu 19:52 -- 468/h)
20240912-19:28:02 nb_generated 1177 model 2 (finishes Thu 20:17 -- 404/h)
20240912-19:28:09 nb_generated 1355 model 8 (finishes Thu 19:52 -- 468/h)
20240912-19:28:11 nb_generated 1179 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:28:15 nb_generated 1356 model 0 (finishes Thu 19:52 -- 468/h)
20240912-19:28:20 nb_generated 1179 model 3 (finishes Thu 20:17 -- 404/h)
20240912-19:28:27 nb_generated 1357 model 5 (finishes Thu 19:52 -- 468/h)
20240912-19:28:29 nb_generated 1181 model 4 (finishes Thu 20:17 -- 404/h)
20240912-19:28:34 nb_generated 1359 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:28:37 nb_generated 1185 model 4 (finishes Thu 20:17 -- 405/h)
20240912-19:28:41 nb_generated 1361 model 3 (finishes Thu 19:51 -- 469/h)
20240912-19:28:42 nb_generated 1186 model 7 (finishes Thu 20:16 -- 405/h)
20240912-19:28:49 nb_generated 1363 model 4 (finishes Thu 19:52 -- 468/h)
20240912-19:28:55 nb_generated 1186 model 3 (finishes Thu 20:17 -- 405/h)
20240912-19:28:58 nb_generated 1364 model 6 (finishes Thu 19:52 -- 468/h)
20240912-19:29:06 nb_generated 1367 model 0 (finishes Thu 19:51 -- 469/h)
20240912-19:29:07 nb_generated 1187 model 9 (finishes Thu 20:17 -- 404/h)
20240912-19:29:16 nb_generated 1368 model 3 (finishes Thu 19:51 -- 469/h)
20240912-19:29:18 nb_generated 1188 model 8 (finishes Thu 20:17 -- 404/h)
20240912-19:29:24 nb_generated 1369 model 1 (finishes Thu 19:51 -- 469/h)
20240912-19:29:26 nb_generated 1191 model 4 (finishes Thu 20:17 -- 405/h)
20240912-19:29:31 nb_generated 1371 model 4 (finishes Thu 19:51 -- 469/h)
20240912-19:29:34 nb_generated 1194 model 4 (finishes Thu 20:17 -- 405/h)
20240912-19:29:38 nb_generated 1371 model 7 (finishes Thu 19:51 -- 469/h)
20240912-19:29:42 nb_generated 1196 model 1 (finishes Thu 20:17 -- 405/h)
20240912-19:29:45 nb_generated 1373 model 4 (finishes Thu 19:51 -- 469/h)
20240912-19:29:55 nb_generated 1373 model 6 (finishes Thu 19:51 -- 469/h)
20240912-19:29:55 nb_generated 1200 model 1 (finishes Thu 20:16 -- 406/h)
20240912-19:30:04 nb_generated 1203 model 7 (finishes Thu 20:16 -- 407/h)
20240912-19:30:05 nb_generated 1374 model 3 (finishes Thu 19:51 -- 469/h)
20240912-19:30:11 nb_generated 1376 model 7 (finishes Thu 19:51 -- 469/h)
20240912-19:30:12 nb_generated 1203 model 7 (finishes Thu 20:16 -- 407/h)
20240912-19:30:18 nb_generated 1204 model 3 (finishes Thu 20:16 -- 407/h)
20240912-19:30:20 nb_generated 1378 model 6 (finishes Thu 19:51 -- 470/h)
20240912-19:30:26 nb_generated 1381 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:30:28 nb_generated 1206 model 7 (finishes Thu 20:16 -- 407/h)
20240912-19:30:34 nb_generated 1208 model 2 (finishes Thu 20:16 -- 407/h)
20240912-19:30:35 nb_generated 1382 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:30:44 nb_generated 1210 model 7 (finishes Thu 20:16 -- 407/h)
20240912-19:30:45 nb_generated 1384 model 0 (finishes Thu 19:51 -- 470/h)
20240912-19:30:50 nb_generated 1210 model 7 (finishes Thu 20:16 -- 407/h)
20240912-19:30:51 nb_generated 1386 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:30:57 nb_generated 1212 model 7 (finishes Thu 20:15 -- 407/h)
20240912-19:31:01 nb_generated 1388 model 0 (finishes Thu 19:51 -- 471/h)
20240912-19:31:08 nb_generated 1214 model 8 (finishes Thu 20:15 -- 408/h)
20240912-19:31:14 nb_generated 1389 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:31:16 nb_generated 1215 model 3 (finishes Thu 20:15 -- 408/h)
20240912-19:31:22 nb_generated 1389 model 1 (finishes Thu 19:51 -- 470/h)
20240912-19:31:26 nb_generated 1217 model 9 (finishes Thu 20:15 -- 408/h)
20240912-19:31:31 nb_generated 1390 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:31:34 nb_generated 1218 model 4 (finishes Thu 20:15 -- 408/h)
20240912-19:31:42 nb_generated 1220 model 4 (finishes Thu 20:15 -- 408/h)
20240912-19:31:50 nb_generated 1222 model 1 (finishes Thu 20:15 -- 409/h)
20240912-19:31:51 nb_generated 1392 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:31:59 nb_generated 1393 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:32:02 nb_generated 1223 model 3 (finishes Thu 20:15 -- 408/h)
20240912-19:32:12 nb_generated 1229 model 7 (finishes Thu 20:15 -- 409/h)
20240912-19:32:12 nb_generated 1394 model 5 (finishes Thu 19:51 -- 469/h)
20240912-19:32:19 nb_generated 1395 model 7 (finishes Thu 19:51 -- 469/h)
20240912-19:32:20 nb_generated 1231 model 7 (finishes Thu 20:15 -- 409/h)
20240912-19:32:30 nb_generated 1232 model 8 (finishes Thu 20:15 -- 409/h)
20240912-19:32:31 nb_generated 1395 model 6 (finishes Thu 19:51 -- 469/h)
20240912-19:32:39 nb_generated 1234 model 8 (finishes Thu 20:14 -- 410/h)
20240912-19:32:41 nb_generated 1396 model 9 (finishes Thu 19:52 -- 469/h)
20240912-19:32:48 nb_generated 1236 model 6 (finishes Thu 20:14 -- 410/h)
20240912-19:32:49 nb_generated 1397 model 7 (finishes Thu 19:52 -- 469/h)
20240912-19:32:57 nb_generated 1399 model 6 (finishes Thu 19:52 -- 468/h)
20240912-19:33:04 nb_generated 1237 model 6 (finishes Thu 20:14 -- 410/h)
20240912-19:33:10 nb_generated 1401 model 9 (finishes Thu 19:51 -- 469/h)
20240912-19:33:11 nb_generated 1241 model 4 (finishes Thu 20:14 -- 411/h)
20240912-19:33:19 nb_generated 1406 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:33:25 nb_generated 1242 model 1 (finishes Thu 20:14 -- 410/h)
20240912-19:33:28 nb_generated 1407 model 3 (finishes Thu 19:51 -- 470/h)
20240912-19:33:36 nb_generated 1244 model 4 (finishes Thu 20:14 -- 410/h)
20240912-19:33:36 nb_generated 1408 model 9 (finishes Thu 19:51 -- 470/h)
20240912-19:33:42 nb_generated 1248 model 4 (finishes Thu 20:14 -- 412/h)
20240912-19:33:51 nb_generated 1249 model 6 (finishes Thu 20:14 -- 412/h)
20240912-19:33:52 nb_generated 1412 model 9 (finishes Thu 19:51 -- 470/h)
20240912-19:34:02 nb_generated 1412 model 6 (finishes Thu 19:51 -- 469/h)
20240912-19:34:03 nb_generated 1251 model 9 (finishes Thu 20:14 -- 412/h)
20240912-19:34:09 nb_generated 1255 model 7 (finishes Thu 20:13 -- 413/h)
20240912-19:34:12 nb_generated 1413 model 6 (finishes Thu 19:51 -- 469/h)
20240912-19:34:19 nb_generated 1255 model 6 (finishes Thu 20:13 -- 412/h)
20240912-19:34:20 nb_generated 1414 model 4 (finishes Thu 19:51 -- 469/h)
20240912-19:34:30 nb_generated 1257 model 9 (finishes Thu 20:13 -- 413/h)
20240912-19:34:30 nb_generated 1415 model 5 (finishes Thu 19:52 -- 468/h)
20240912-19:34:37 nb_generated 1418 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:34:39 nb_generated 1259 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:34:44 nb_generated 1418 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:34:47 nb_generated 1260 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:34:55 nb_generated 1420 model 1 (finishes Thu 19:52 -- 468/h)
20240912-19:35:00 nb_generated 1261 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:35:03 nb_generated 1422 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:35:09 nb_generated 1263 model 7 (finishes Thu 20:13 -- 413/h)
20240912-19:35:14 nb_generated 1425 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:35:15 nb_generated 1265 model 3 (finishes Thu 20:13 -- 414/h)
20240912-19:35:28 nb_generated 1265 model 9 (finishes Thu 20:13 -- 413/h)
20240912-19:35:30 nb_generated 1428 model 9 (finishes Thu 19:52 -- 468/h)
20240912-19:35:39 nb_generated 1267 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:35:41 nb_generated 1429 model 6 (finishes Thu 19:52 -- 468/h)
20240912-19:35:48 nb_generated 1267 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:35:52 nb_generated 1429 model 9 (finishes Thu 19:52 -- 467/h)
20240912-19:35:57 nb_generated 1269 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:35:58 nb_generated 1433 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:36:03 nb_generated 1272 model 2 (finishes Thu 20:13 -- 413/h)
20240912-19:36:04 nb_generated 1433 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:36:12 nb_generated 1436 model 4 (finishes Thu 19:52 -- 468/h)
20240912-19:36:18 nb_generated 1441 model 4 (finishes Thu 19:51 -- 470/h)
20240912-19:36:19 nb_generated 1272 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:36:26 nb_generated 1442 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:36:30 nb_generated 1272 model 9 (finishes Thu 20:14 -- 412/h)
20240912-19:36:38 nb_generated 1273 model 4 (finishes Thu 20:14 -- 412/h)
20240912-19:36:38 nb_generated 1444 model 0 (finishes Thu 19:51 -- 469/h)
20240912-19:36:43 nb_generated 1275 model 7 (finishes Thu 20:13 -- 412/h)
20240912-19:36:46 nb_generated 1450 model 4 (finishes Thu 19:51 -- 471/h)
20240912-19:36:56 nb_generated 1276 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:36:58 nb_generated 1452 model 0 (finishes Thu 19:51 -- 470/h)
20240912-19:37:04 nb_generated 1276 model 2 (finishes Thu 20:14 -- 412/h)
20240912-19:37:06 nb_generated 1454 model 0 (finishes Thu 19:51 -- 470/h)
20240912-19:37:12 nb_generated 1278 model 7 (finishes Thu 20:13 -- 412/h)
20240912-19:37:17 nb_generated 1454 model 9 (finishes Thu 19:51 -- 469/h)
20240912-19:37:19 nb_generated 1280 model 9 (finishes Thu 20:13 -- 413/h)
20240912-19:37:27 nb_generated 1455 model 9 (finishes Thu 19:51 -- 469/h)
20240912-19:37:28 nb_generated 1282 model 2 (finishes Thu 20:13 -- 413/h)
20240912-19:37:36 nb_generated 1456 model 8 (finishes Thu 19:51 -- 469/h)
20240912-19:37:37 nb_generated 1284 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:37:45 nb_generated 1458 model 1 (finishes Thu 19:51 -- 470/h)
20240912-19:37:49 nb_generated 1285 model 8 (finishes Thu 20:13 -- 412/h)
20240912-19:37:54 nb_generated 1459 model 0 (finishes Thu 19:51 -- 469/h)
20240912-19:37:58 nb_generated 1285 model 8 (finishes Thu 20:13 -- 412/h)
20240912-19:38:06 nb_generated 1460 model 0 (finishes Thu 19:51 -- 469/h)
20240912-19:38:12 nb_generated 1285 model 6 (finishes Thu 20:14 -- 411/h)
20240912-19:38:19 nb_generated 1461 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:38:20 nb_generated 1287 model 4 (finishes Thu 20:14 -- 411/h)
20240912-19:38:28 nb_generated 1463 model 4 (finishes Thu 19:51 -- 469/h)
20240912-19:38:30 nb_generated 1289 model 0 (finishes Thu 20:14 -- 412/h)
20240912-19:38:38 nb_generated 1291 model 1 (finishes Thu 20:14 -- 412/h)
20240912-19:38:38 nb_generated 1468 model 4 (finishes Thu 19:51 -- 470/h)
20240912-19:38:49 nb_generated 1294 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:38:50 nb_generated 1470 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:38:58 nb_generated 1295 model 1 (finishes Thu 20:13 -- 412/h)
20240912-19:38:58 nb_generated 1472 model 1 (finishes Thu 19:51 -- 470/h)
20240912-19:39:07 nb_generated 1476 model 2 (finishes Thu 19:51 -- 470/h)
20240912-19:39:15 nb_generated 1476 model 2 (finishes Thu 19:51 -- 470/h)
20240912-19:39:25 nb_generated 1478 model 4 (finishes Thu 19:51 -- 470/h)
20240912-19:39:31 nb_generated 1479 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:39:34 nb_generated 1296 model 9 (finishes Thu 20:14 -- 411/h)
20240912-19:39:37 nb_generated 1482 model 7 (finishes Thu 19:51 -- 471/h)
20240912-19:39:45 nb_generated 1299 model 0 (finishes Thu 20:14 -- 411/h)
20240912-19:39:47 nb_generated 1482 model 9 (finishes Thu 19:51 -- 470/h)
20240912-19:39:54 nb_generated 1299 model 7 (finishes Thu 20:14 -- 411/h)
20240912-19:39:54 nb_generated 1483 model 5 (finishes Thu 19:51 -- 470/h)
20240912-19:40:01 nb_generated 1484 model 8 (finishes Thu 19:51 -- 470/h)
20240912-19:40:03 nb_generated 1301 model 2 (finishes Thu 20:14 -- 411/h)
20240912-19:40:08 nb_generated 1485 model 2 (finishes Thu 19:51 -- 470/h)
20240912-19:40:15 nb_generated 1303 model 0 (finishes Thu 20:14 -- 412/h)
20240912-19:40:17 nb_generated 1487 model 9 (finishes Thu 19:51 -- 470/h)
20240912-19:40:23 nb_generated 1303 model 2 (finishes Thu 20:14 -- 411/h)
20240912-19:40:25 nb_generated 1488 model 1 (finishes Thu 19:51 -- 470/h)
20240912-19:40:30 nb_generated 1304 model 7 (finishes Thu 20:14 -- 411/h)
20240912-19:40:33 nb_generated 1490 model 7 (finishes Thu 19:51 -- 470/h)
20240912-19:40:36 nb_generated 1305 model 3 (finishes Thu 20:14 -- 412/h)
20240912-19:40:46 nb_generated 1306 model 0 (finishes Thu 20:14 -- 412/h)
20240912-19:40:48 nb_generated 1490 model 9 (finishes Thu 19:51 -- 470/h)
20240912-19:40:54 nb_generated 1306 model 2 (finishes Thu 20:14 -- 411/h)
20240912-19:40:55 nb_generated 1490 model 3 (finishes Thu 19:51 -- 469/h)
20240912-19:41:01 nb_generated 1308 model 7 (finishes Thu 20:14 -- 411/h)
20240912-19:41:02 nb_generated 1492 model 5 (finishes Thu 19:51 -- 469/h)
20240912-19:41:07 nb_generated 1309 model 2 (finishes Thu 20:14 -- 411/h)
20240912-19:41:15 nb_generated 1492 model 3 (finishes Thu 19:51 -- 469/h)
20240912-19:41:17 nb_generated 1310 model 9 (finishes Thu 20:14 -- 411/h)
20240912-19:41:21 nb_generated 1493 model 7 (finishes Thu 19:51 -- 469/h)
20240912-19:41:23 nb_generated 1311 model 7 (finishes Thu 20:14 -- 411/h)
20240912-19:41:29 nb_generated 1493 model 1 (finishes Thu 19:52 -- 468/h)
20240912-19:41:32 nb_generated 1311 model 3 (finishes Thu 20:14 -- 410/h)
20240912-19:41:39 nb_generated 1494 model 1 (finishes Thu 19:52 -- 468/h)
20240912-19:41:46 nb_generated 1314 model 5 (finishes Thu 20:14 -- 410/h)
20240912-19:41:48 nb_generated 1494 model 0 (finishes Thu 19:52 -- 468/h)
20240912-19:41:54 nb_generated 1317 model 3 (finishes Thu 20:14 -- 411/h)
20240912-19:41:58 nb_generated 1495 model 1 (finishes Thu 19:52 -- 467/h)
20240912-19:42:03 nb_generated 1317 model 3 (finishes Thu 20:14 -- 410/h)
20240912-19:42:08 nb_generated 1498 model 4 (finishes Thu 19:52 -- 468/h)
20240912-19:42:11 nb_generated 1318 model 8 (finishes Thu 20:14 -- 410/h)
20240912-19:42:18 nb_generated 1321 model 2 (finishes Thu 20:14 -- 411/h)
20240912-19:42:19 nb_generated 1498 model 5 (finishes Thu 19:52 -- 468/h)
20240912-19:42:24 nb_generated 1501 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:42:27 nb_generated 1325 model 6 (finishes Thu 20:13 -- 412/h)
20240912-19:42:31 nb_generated 1501 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:42:37 nb_generated 1329 model 6 (finishes Thu 20:13 -- 412/h)
20240912-19:42:43 nb_generated 1334 model 7 (finishes Thu 20:13 -- 413/h)
20240912-19:42:48 nb_generated 1502 model 9 (finishes Thu 19:52 -- 467/h)
20240912-19:42:51 nb_generated 1335 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:42:54 nb_generated 1504 model 7 (finishes Thu 19:52 -- 467/h)
20240912-19:43:02 nb_generated 1339 model 9 (finishes Thu 20:12 -- 414/h)
20240912-19:43:05 nb_generated 1505 model 6 (finishes Thu 19:52 -- 467/h)
20240912-19:43:09 nb_generated 1341 model 5 (finishes Thu 20:12 -- 415/h)
20240912-19:43:13 nb_generated 1509 model 7 (finishes Thu 19:52 -- 468/h)
20240912-19:43:16 nb_generated 1346 model 4 (finishes Thu 20:12 -- 415/h)
20240912-19:43:23 nb_generated 1510 model 9 (finishes Thu 19:52 -- 468/h)
20240912-19:43:26 nb_generated 1347 model 3 (finishes Thu 20:12 -- 415/h)
20240912-19:43:28 nb_generated 1510 model 6 (finishes Thu 19:52 -- 468/h)
20240912-19:43:37 nb_generated 1513 model 7 (finishes Thu 19:52 -- 468/h)
20240912-19:43:37 nb_generated 1348 model 3 (finishes Thu 20:12 -- 415/h)
20240912-19:43:46 nb_generated 1349 model 0 (finishes Thu 20:12 -- 415/h)
20240912-19:43:53 nb_generated 1351 model 8 (finishes Thu 20:12 -- 415/h)
20240912-19:43:53 nb_generated 1513 model 9 (finishes Thu 19:52 -- 467/h)
20240912-19:44:00 nb_generated 1515 model 3 (finishes Thu 19:52 -- 468/h)
20240912-19:44:00 nb_generated 1354 model 2 (finishes Thu 20:12 -- 415/h)
20240912-19:44:08 nb_generated 1519 model 1 (finishes Thu 19:52 -- 468/h)
20240912-19:44:12 nb_generated 1355 model 9 (finishes Thu 20:12 -- 415/h)
20240912-19:44:16 nb_generated 1520 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:44:26 nb_generated 1356 model 9 (finishes Thu 20:12 -- 414/h)
20240912-19:44:27 nb_generated 1522 model 5 (finishes Thu 19:52 -- 467/h)
20240912-19:44:33 nb_generated 1358 model 1 (finishes Thu 20:12 -- 415/h)
20240912-19:44:35 nb_generated 1522 model 5 (finishes Thu 19:52 -- 467/h)
20240912-19:44:41 nb_generated 1525 model 2 (finishes Thu 19:52 -- 467/h)
20240912-19:44:41 nb_generated 1361 model 1 (finishes Thu 20:12 -- 415/h)
20240912-19:44:51 nb_generated 1528 model 4 (finishes Thu 19:52 -- 467/h)
20240912-19:44:51 nb_generated 1363 model 4 (finishes Thu 20:12 -- 416/h)
20240912-19:44:59 nb_generated 1530 model 2 (finishes Thu 19:52 -- 468/h)
20240912-19:45:09 nb_generated 1531 model 8 (finishes Thu 19:52 -- 468/h)
20240912-19:45:10 nb_generated 1364 model 1 (finishes Thu 20:12 -- 415/h)
20240912-19:45:19 nb_generated 1531 model 6 (finishes Thu 19:52 -- 467/h)
20240912-19:45:22 nb_generated 1366 model 8 (finishes Thu 20:12 -- 416/h)
20240912-19:45:27 nb_generated 1532 model 1 (finishes Thu 19:52 -- 467/h)
20240912-19:45:28 nb_generated 1370 model 7 (finishes Thu 20:11 -- 416/h)
20240912-19:45:37 nb_generated 1371 model 0 (finishes Thu 20:11 -- 417/h)
20240912-19:45:40 nb_generated 1533 model 4 (finishes Thu 19:52 -- 466/h)
20240912-19:45:50 nb_generated 1534 model 6 (finishes Thu 19:52 -- 466/h)
20240912-19:45:50 nb_generated 1371 model 6 (finishes Thu 20:12 -- 416/h)
20240912-19:45:55 nb_generated 1535 model 2 (finishes Thu 19:52 -- 466/h)
20240912-19:46:04 nb_generated 1372 model 5 (finishes Thu 20:12 -- 415/h)
20240912-19:46:07 nb_generated 1535 model 8 (finishes Thu 19:52 -- 466/h)
20240912-19:46:21 nb_generated 1372 model 6 (finishes Thu 20:12 -- 415/h)
20240912-19:46:21 nb_generated 1537 model 6 (finishes Thu 19:53 -- 465/h)
20240912-19:46:27 nb_generated 1373 model 3 (finishes Thu 20:12 -- 415/h)
20240912-19:46:34 nb_generated 1537 model 6 (finishes Thu 19:53 -- 465/h)
20240912-19:46:37 nb_generated 1375 model 7 (finishes Thu 20:12 -- 415/h)
20240912-19:46:43 nb_generated 1538 model 0 (finishes Thu 19:53 -- 465/h)
20240912-19:46:45 nb_generated 1379 model 2 (finishes Thu 20:12 -- 416/h)
20240912-19:46:53 nb_generated 1539 model 8 (finishes Thu 19:53 -- 465/h)
20240912-19:46:59 nb_generated 1380 model 0 (finishes Thu 20:12 -- 415/h)
20240912-19:47:02 nb_generated 1539 model 1 (finishes Thu 19:53 -- 464/h)
20240912-19:47:06 nb_generated 1384 model 2 (finishes Thu 20:12 -- 416/h)
20240912-19:47:08 nb_generated 1540 model 7 (finishes Thu 19:53 -- 464/h)
20240912-19:47:14 nb_generated 1541 model 7 (finishes Thu 19:53 -- 464/h)
20240912-19:47:18 nb_generated 1384 model 0 (finishes Thu 20:12 -- 415/h)
20240912-19:47:27 nb_generated 1541 model 6 (finishes Thu 19:53 -- 463/h)
20240912-19:47:30 nb_generated 1385 model 5 (finishes Thu 20:12 -- 415/h)
20240912-19:47:41 nb_generated 1541 model 5 (finishes Thu 19:54 -- 463/h)
20240912-19:47:43 nb_generated 1385 model 6 (finishes Thu 20:12 -- 414/h)
20240912-19:47:49 nb_generated 1544 model 7 (finishes Thu 19:54 -- 463/h)
20240912-19:47:52 nb_generated 1386 model 1 (finishes Thu 20:13 -- 414/h)
20240912-19:47:57 nb_generated 1544 model 7 (finishes Thu 19:54 -- 462/h)
20240912-19:48:01 nb_generated 1389 model 2 (finishes Thu 20:12 -- 414/h)
20240912-19:48:05 nb_generated 1547 model 5 (finishes Thu 19:53 -- 463/h)
20240912-19:48:10 nb_generated 1390 model 8 (finishes Thu 20:13 -- 414/h)
20240912-19:48:18 nb_generated 1394 model 2 (finishes Thu 20:12 -- 415/h)
20240912-19:48:18 nb_generated 1550 model 8 (finishes Thu 19:53 -- 463/h)
20240912-19:48:24 nb_generated 1395 model 6 (finishes Thu 20:12 -- 414/h)
20240912-19:48:30 nb_generated 1551 model 0 (finishes Thu 19:53 -- 463/h)
20240912-19:48:32 nb_generated 1396 model 3 (finishes Thu 20:12 -- 414/h)
20240912-19:48:41 nb_generated 1551 model 6 (finishes Thu 19:54 -- 462/h)
20240912-19:48:47 nb_generated 1397 model 9 (finishes Thu 20:12 -- 414/h)
20240912-19:48:54 nb_generated 1397 model 5 (finishes Thu 20:13 -- 414/h)
20240912-19:48:56 nb_generated 1551 model 9 (finishes Thu 19:54 -- 462/h)
20240912-19:49:02 nb_generated 1399 model 2 (finishes Thu 20:13 -- 414/h)
20240912-19:49:07 nb_generated 1552 model 1 (finishes Thu 19:54 -- 461/h)
20240912-19:49:15 nb_generated 1553 model 2 (finishes Thu 19:54 -- 461/h)
20240912-19:49:18 nb_generated 1401 model 1 (finishes Thu 20:13 -- 414/h)
20240912-19:49:25 nb_generated 1555 model 0 (finishes Thu 19:54 -- 461/h)
20240912-19:49:27 nb_generated 1404 model 2 (finishes Thu 20:12 -- 415/h)
20240912-19:49:35 nb_generated 1556 model 3 (finishes Thu 19:54 -- 460/h)
20240912-19:49:41 nb_generated 1405 model 9 (finishes Thu 20:12 -- 414/h)
20240912-19:49:44 nb_generated 1560 model 8 (finishes Thu 19:54 -- 461/h)
20240912-19:49:54 nb_generated 1405 model 6 (finishes Thu 20:13 -- 414/h)
20240912-19:49:55 nb_generated 1560 model 3 (finishes Thu 19:54 -- 461/h)
20240912-19:50:01 nb_generated 1560 model 0 (finishes Thu 19:54 -- 460/h)
20240912-19:50:02 nb_generated 1405 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:50:13 nb_generated 1405 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:50:14 nb_generated 1561 model 5 (finishes Thu 19:54 -- 460/h)
20240912-19:50:22 nb_generated 1562 model 8 (finishes Thu 19:54 -- 460/h)
20240912-19:50:23 nb_generated 1407 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:50:32 nb_generated 1407 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:50:35 nb_generated 1564 model 9 (finishes Thu 19:55 -- 460/h)
20240912-19:50:44 nb_generated 1408 model 8 (finishes Thu 20:13 -- 412/h)
20240912-19:50:48 nb_generated 1566 model 9 (finishes Thu 19:55 -- 460/h)
20240912-19:50:54 nb_generated 1409 model 6 (finishes Thu 20:13 -- 412/h)
20240912-19:51:01 nb_generated 1568 model 6 (finishes Thu 19:55 -- 459/h)
20240912-19:51:02 nb_generated 1409 model 1 (finishes Thu 20:13 -- 412/h)
20240912-19:51:07 nb_generated 1569 model 7 (finishes Thu 19:55 -- 459/h)
20240912-19:51:11 nb_generated 1411 model 2 (finishes Thu 20:13 -- 412/h)
20240912-19:51:15 nb_generated 1571 model 0 (finishes Thu 19:55 -- 459/h)
20240912-19:51:22 nb_generated 1412 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:51:29 nb_generated 1572 model 9 (finishes Thu 19:55 -- 459/h)
20240912-19:51:31 nb_generated 1414 model 5 (finishes Thu 20:13 -- 412/h)
20240912-19:51:37 nb_generated 1574 model 8 (finishes Thu 19:55 -- 459/h)
20240912-19:51:38 nb_generated 1416 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:51:44 nb_generated 1578 model 7 (finishes Thu 19:54 -- 460/h)
20240912-19:51:46 nb_generated 1417 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:51:52 nb_generated 1578 model 9 (finishes Thu 19:55 -- 460/h)
20240912-19:52:00 nb_generated 1579 model 0 (finishes Thu 19:55 -- 459/h)
20240912-19:52:01 nb_generated 1418 model 6 (finishes Thu 20:13 -- 412/h)
20240912-19:52:08 nb_generated 1422 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:52:13 nb_generated 1579 model 9 (finishes Thu 19:55 -- 459/h)
20240912-19:52:17 nb_generated 1422 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:52:19 nb_generated 1582 model 2 (finishes Thu 19:55 -- 459/h)
20240912-19:52:24 nb_generated 1423 model 2 (finishes Thu 20:13 -- 413/h)
20240912-19:52:31 nb_generated 1582 model 3 (finishes Thu 19:55 -- 459/h)
20240912-19:52:36 nb_generated 1425 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:52:40 nb_generated 1582 model 3 (finishes Thu 19:55 -- 458/h)
20240912-19:52:47 nb_generated 1425 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:52:48 nb_generated 1582 model 1 (finishes Thu 19:55 -- 458/h)
20240912-19:52:56 nb_generated 1430 model 8 (finishes Thu 20:13 -- 414/h)
20240912-19:52:59 nb_generated 1586 model 5 (finishes Thu 19:55 -- 459/h)
20240912-19:53:03 nb_generated 1431 model 7 (finishes Thu 20:13 -- 414/h)
20240912-19:53:07 nb_generated 1587 model 3 (finishes Thu 19:55 -- 459/h)
20240912-19:53:12 nb_generated 1431 model 9 (finishes Thu 20:13 -- 413/h)
20240912-19:53:14 nb_generated 1588 model 7 (finishes Thu 19:55 -- 459/h)
20240912-19:53:26 nb_generated 1590 model 8 (finishes Thu 19:55 -- 459/h)
20240912-19:53:28 nb_generated 1432 model 0 (finishes Thu 20:13 -- 413/h)
20240912-19:53:32 nb_generated 1590 model 7 (finishes Thu 19:55 -- 458/h)
20240912-19:53:43 nb_generated 1433 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:53:51 nb_generated 1593 model 9 (finishes Thu 19:55 -- 459/h)
20240912-19:53:52 nb_generated 1435 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:53:58 nb_generated 1438 model 2 (finishes Thu 20:13 -- 413/h)
20240912-19:54:00 nb_generated 1595 model 7 (finishes Thu 19:55 -- 458/h)
20240912-19:54:08 nb_generated 1440 model 1 (finishes Thu 20:13 -- 414/h)
20240912-19:54:09 nb_generated 1595 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:54:16 nb_generated 1442 model 5 (finishes Thu 20:13 -- 414/h)
20240912-19:54:21 nb_generated 1597 model 8 (finishes Thu 19:55 -- 458/h)
20240912-19:54:29 nb_generated 1597 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:54:32 nb_generated 1442 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:54:36 nb_generated 1599 model 2 (finishes Thu 19:55 -- 458/h)
20240912-19:54:44 nb_generated 1444 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:54:46 nb_generated 1599 model 6 (finishes Thu 19:55 -- 457/h)
20240912-19:54:52 nb_generated 1448 model 2 (finishes Thu 20:13 -- 414/h)
20240912-19:54:54 nb_generated 1603 model 4 (finishes Thu 19:55 -- 458/h)
20240912-19:55:00 nb_generated 1605 model 2 (finishes Thu 19:55 -- 458/h)
20240912-19:55:04 nb_generated 1448 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:55:07 nb_generated 1606 model 3 (finishes Thu 19:55 -- 458/h)
20240912-19:55:12 nb_generated 1448 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:55:20 nb_generated 1606 model 6 (finishes Thu 19:55 -- 458/h)
20240912-19:55:23 nb_generated 1449 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:55:28 nb_generated 1608 model 2 (finishes Thu 19:55 -- 458/h)
20240912-19:55:31 nb_generated 1451 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:55:37 nb_generated 1609 model 6 (finishes now! -- 458/h)
20240912-19:55:37 generate_c_quizz_speed 458/h
20240912-19:55:41 nb_generated 1455 model 5 (finishes Thu 20:12 -- 414/h)
20240912-19:55:52 nb_generated 1455 model 9 (finishes Thu 20:13 -- 414/h)
20240912-19:56:01 nb_generated 1456 model 2 (finishes Thu 20:13 -- 414/h)
20240912-19:56:15 nb_generated 1457 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:56:24 nb_generated 1458 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:56:34 nb_generated 1459 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:56:41 nb_generated 1461 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:56:52 nb_generated 1462 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:57:01 nb_generated 1464 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:57:11 nb_generated 1465 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:57:20 nb_generated 1466 model 2 (finishes Thu 20:13 -- 413/h)
20240912-19:57:26 nb_generated 1466 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:57:35 nb_generated 1466 model 8 (finishes Thu 20:13 -- 412/h)
20240912-19:57:45 nb_generated 1468 model 9 (finishes Thu 20:13 -- 412/h)
20240912-19:57:53 nb_generated 1469 model 2 (finishes Thu 20:13 -- 412/h)
20240912-19:58:09 nb_generated 1472 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:58:16 nb_generated 1473 model 9 (finishes Thu 20:13 -- 413/h)
20240912-19:58:25 nb_generated 1474 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:58:34 nb_generated 1475 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:58:45 nb_generated 1477 model 1 (finishes Thu 20:13 -- 413/h)
20240912-19:58:52 nb_generated 1480 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:59:05 nb_generated 1481 model 5 (finishes Thu 20:13 -- 413/h)
20240912-19:59:20 nb_generated 1482 model 1 (finishes Thu 20:13 -- 412/h)
20240912-19:59:26 nb_generated 1484 model 3 (finishes Thu 20:13 -- 413/h)
20240912-19:59:40 nb_generated 1486 model 6 (finishes Thu 20:13 -- 413/h)
20240912-19:59:50 nb_generated 1488 model 8 (finishes Thu 20:13 -- 413/h)
20240912-19:59:59 nb_generated 1488 model 2 (finishes Thu 20:13 -- 413/h)
20240912-20:00:12 nb_generated 1488 model 9 (finishes Thu 20:13 -- 412/h)
20240912-20:00:21 nb_generated 1490 model 0 (finishes Thu 20:14 -- 412/h)
20240912-20:00:28 nb_generated 1490 model 7 (finishes Thu 20:14 -- 411/h)
20240912-20:00:34 nb_generated 1491 model 3 (finishes Thu 20:14 -- 412/h)
20240912-20:00:45 nb_generated 1492 model 8 (finishes Thu 20:14 -- 411/h)
20240912-20:00:52 nb_generated 1495 model 2 (finishes Thu 20:14 -- 411/h)
20240912-20:01:00 nb_generated 1497 model 0 (finishes Thu 20:14 -- 412/h)
20240912-20:01:12 nb_generated 1498 model 9 (finishes Thu 20:14 -- 411/h)
20240912-20:01:20 nb_generated 1500 model 6 (finishes Thu 20:14 -- 411/h)
20240912-20:01:31 nb_generated 1500 model 9 (finishes Thu 20:14 -- 411/h)
20240912-20:01:43 nb_generated 1502 model 4 (finishes Thu 20:14 -- 411/h)
20240912-20:01:52 nb_generated 1504 model 3 (finishes Thu 20:14 -- 412/h)
20240912-20:01:59 nb_generated 1504 model 5 (finishes Thu 20:14 -- 411/h)
20240912-20:02:07 nb_generated 1505 model 2 (finishes Thu 20:14 -- 411/h)
20240912-20:02:21 nb_generated 1507 model 1 (finishes Thu 20:14 -- 411/h)
20240912-20:02:30 nb_generated 1509 model 4 (finishes Thu 20:14 -- 411/h)
20240912-20:02:38 nb_generated 1510 model 7 (finishes Thu 20:14 -- 411/h)
20240912-20:02:45 nb_generated 1513 model 8 (finishes Thu 20:13 -- 412/h)
20240912-20:02:54 nb_generated 1517 model 8 (finishes Thu 20:13 -- 413/h)
20240912-20:03:07 nb_generated 1518 model 8 (finishes Thu 20:13 -- 413/h)
20240912-20:03:16 nb_generated 1519 model 6 (finishes Thu 20:13 -- 412/h)
20240912-20:03:25 nb_generated 1519 model 8 (finishes Thu 20:13 -- 412/h)
20240912-20:03:33 nb_generated 1519 model 9 (finishes Thu 20:14 -- 412/h)
20240912-20:03:41 nb_generated 1525 model 1 (finishes Thu 20:13 -- 413/h)
20240912-20:03:52 nb_generated 1528 model 0 (finishes Thu 20:13 -- 414/h)
20240912-20:03:59 nb_generated 1532 model 4 (finishes Thu 20:12 -- 415/h)
20240912-20:04:05 nb_generated 1534 model 4 (finishes Thu 20:12 -- 415/h)
20240912-20:04:13 nb_generated 1537 model 9 (finishes Thu 20:12 -- 415/h)
20240912-20:04:23 nb_generated 1539 model 3 (finishes Thu 20:12 -- 415/h)
20240912-20:04:31 nb_generated 1539 model 5 (finishes Thu 20:12 -- 415/h)
20240912-20:04:40 nb_generated 1540 model 9 (finishes Thu 20:12 -- 415/h)
20240912-20:04:47 nb_generated 1541 model 7 (finishes Thu 20:12 -- 415/h)
20240912-20:04:56 nb_generated 1541 model 5 (finishes Thu 20:12 -- 415/h)
20240912-20:05:07 nb_generated 1543 model 4 (finishes Thu 20:12 -- 415/h)
20240912-20:05:14 nb_generated 1546 model 8 (finishes Thu 20:12 -- 415/h)
20240912-20:05:26 nb_generated 1550 model 4 (finishes Thu 20:12 -- 416/h)
20240912-20:05:33 nb_generated 1552 model 2 (finishes Thu 20:12 -- 416/h)
20240912-20:05:40 nb_generated 1554 model 4 (finishes Thu 20:12 -- 416/h)
20240912-20:05:51 nb_generated 1555 model 5 (finishes Thu 20:12 -- 416/h)
20240912-20:05:59 nb_generated 1557 model 2 (finishes Thu 20:12 -- 416/h)
20240912-20:06:07 nb_generated 1558 model 3 (finishes Thu 20:12 -- 416/h)
20240912-20:06:15 nb_generated 1558 model 3 (finishes Thu 20:12 -- 416/h)
20240912-20:06:24 nb_generated 1561 model 1 (finishes Thu 20:12 -- 416/h)
20240912-20:06:33 nb_generated 1565 model 2 (finishes Thu 20:11 -- 417/h)
20240912-20:06:43 nb_generated 1567 model 1 (finishes Thu 20:11 -- 417/h)
20240912-20:06:50 nb_generated 1568 model 3 (finishes Thu 20:11 -- 417/h)
20240912-20:07:04 nb_generated 1568 model 9 (finishes Thu 20:11 -- 416/h)
20240912-20:07:11 nb_generated 1569 model 2 (finishes Thu 20:11 -- 417/h)
20240912-20:07:20 nb_generated 1570 model 1 (finishes Thu 20:11 -- 417/h)
20240912-20:07:33 nb_generated 1571 model 6 (finishes Thu 20:12 -- 416/h)
20240912-20:07:43 nb_generated 1572 model 6 (finishes Thu 20:12 -- 416/h)
20240912-20:08:01 nb_generated 1573 model 6 (finishes Thu 20:12 -- 416/h)
20240912-20:08:09 nb_generated 1574 model 6 (finishes Thu 20:12 -- 416/h)
20240912-20:08:18 nb_generated 1576 model 2 (finishes Thu 20:12 -- 416/h)
20240912-20:08:29 nb_generated 1577 model 9 (finishes Thu 20:12 -- 416/h)
20240912-20:08:38 nb_generated 1577 model 9 (finishes Thu 20:12 -- 415/h)
20240912-20:08:48 nb_generated 1577 model 1 (finishes Thu 20:12 -- 415/h)
20240912-20:09:04 nb_generated 1577 model 8 (finishes Thu 20:12 -- 414/h)
20240912-20:09:18 nb_generated 1581 model 9 (finishes Thu 20:12 -- 415/h)
20240912-20:09:29 nb_generated 1581 model 5 (finishes Thu 20:12 -- 414/h)
20240912-20:09:42 nb_generated 1582 model 1 (finishes Thu 20:13 -- 414/h)
20240912-20:09:51 nb_generated 1586 model 8 (finishes Thu 20:12 -- 415/h)
20240912-20:09:59 nb_generated 1589 model 0 (finishes Thu 20:12 -- 415/h)
20240912-20:10:08 nb_generated 1589 model 0 (finishes Thu 20:12 -- 415/h)
20240912-20:10:16 nb_generated 1592 model 4 (finishes Thu 20:12 -- 415/h)
20240912-20:10:26 nb_generated 1592 model 8 (finishes Thu 20:12 -- 414/h)
20240912-20:10:31 nb_generated 1593 model 7 (finishes Thu 20:12 -- 414/h)
20240912-20:10:39 nb_generated 1597 model 0 (finishes Thu 20:12 -- 415/h)
20240912-20:10:52 nb_generated 1599 model 4 (finishes Thu 20:12 -- 416/h)
20240912-20:10:58 nb_generated 1599 model 2 (finishes Thu 20:12 -- 415/h)
20240912-20:11:05 nb_generated 1599 model 3 (finishes Thu 20:12 -- 415/h)
20240912-20:11:13 nb_generated 1599 model 1 (finishes Thu 20:12 -- 415/h)
20240912-20:11:23 nb_generated 1600 model 1 (finishes Thu 20:12 -- 414/h)
20240912-20:11:31 nb_generated 1602 model 8 (finishes Thu 20:12 -- 414/h)
20240912-20:11:44 nb_generated 1605 model 2 (finishes Thu 20:12 -- 415/h)
20240912-20:11:51 nb_generated 1607 model 2 (finishes Thu 20:12 -- 415/h)
20240912-20:11:57 nb_generated 1611 model 0 (finishes Thu 20:12 -- 416/h)
20240912-20:12:10 nb_generated 1614 model 3 (finishes now! -- 416/h)
20240912-20:12:10 generate_c_quizz_speed 416/h
20240912-20:12:29 wrote culture_c_quiz_0888.png
20240912-20:15:10 wrote culture_c_quiz_0888_solvable.png
20240912-20:15:10 generated_c_quizzes c_quizzes.size()=torch.Size([3223, 404])
20240912-20:15:10 nb_c_quizzes 3223
20240912-20:15:10 training model 0 (accuracy 0)
20240912-20:15:10 training model 1 (accuracy 0)
20240912-20:17:13 train_loss 888 model 0 0.01223495247023675
20240912-20:17:13 train_loss 888 model 1 0.012035958369033324
20240912-20:17:15 test_loss 888 model 0 0.008425103880085771
20240912-20:17:15 test_loss 888 model 1 0.007511619530635017
20240912-20:17:48 test_accuracy 888 model 1 nb_correct 759 / 811 (93.59%)
20240912-20:17:51 test_accuracy 888 model 0 nb_correct 709 / 815 (86.99%)
20240912-20:17:52 wrote ae_000.pth
20240912-20:17:53 wrote ae_001.pth
20240912-20:17:53 wrote ae_002.pth
20240912-20:17:54 wrote ae_003.pth
20240912-20:17:55 wrote ae_004.pth
20240912-20:17:55 wrote ae_005.pth
20240912-20:17:56 wrote ae_006.pth
20240912-20:17:57 wrote ae_007.pth
20240912-20:17:57 wrote ae_008.pth
20240912-20:17:58 wrote ae_009.pth
20240912-20:17:58 epoch_duration 2min48s next_finish 20:20:46
20240912-20:17:58 wrote state.pth
20240912-20:17:58 --- epoch 889 ----------------------------------------
20240912-20:17:58 current_test_accuracies 0.8699 0.9359 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240912-20:17:58 time_train=161 time_c_quizzes=10804
20240912-20:17:58 nb_c_quizzes 3223
20240912-20:17:58 training model 2 (accuracy 0)
20240912-20:17:58 training model 3 (accuracy 0)
20240912-20:20:01 train_loss 889 model 2 0.012466445489953912
20240912-20:20:02 train_loss 889 model 3 0.011582154713558338
20240912-20:20:03 test_loss 889 model 2 0.009356463336712296
20240912-20:20:03 test_loss 889 model 3 0.00803877156533872
20240912-20:20:39 test_accuracy 889 model 2 nb_correct 745 / 788 (94.54%)
20240912-20:20:40 test_accuracy 889 model 3 nb_correct 729 / 806 (90.45%)
20240912-20:20:40 wrote ae_000.pth
20240912-20:20:41 wrote ae_001.pth
20240912-20:20:42 wrote ae_002.pth
20240912-20:20:43 wrote ae_003.pth
20240912-20:20:43 wrote ae_004.pth
20240912-20:20:44 wrote ae_005.pth
20240912-20:20:45 wrote ae_006.pth
20240912-20:20:45 wrote ae_007.pth
20240912-20:20:46 wrote ae_008.pth
20240912-20:20:47 wrote ae_009.pth
20240912-20:20:47 epoch_duration 2min48s next_finish 20:23:35
20240912-20:20:47 wrote state.pth
20240912-20:20:47 --- epoch 890 ----------------------------------------
20240912-20:20:47 current_test_accuracies 0.8699 0.9359 0.9454 0.9045 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240912-20:20:47 time_train=322 time_c_quizzes=10804
20240912-20:20:47 nb_c_quizzes 3223
20240912-20:20:47 training model 4 (accuracy 0)
20240912-20:20:47 training model 5 (accuracy 0)
20240912-20:22:50 train_loss 890 model 4 0.011984571580427655
20240912-20:22:50 train_loss 890 model 5 0.011701508737955009
20240912-21:09:59 test_loss 890 model 4 0.006137514911824837
20240912-21:09:59 test_loss 890 model 5 0.009232711405564942
20240912-21:10:32 test_accuracy 890 model 5 nb_correct 744 / 809 (91.97%)
20240912-21:10:38 test_accuracy 890 model 4 nb_correct 752 / 805 (93.42%)
20240912-21:10:38 wrote ae_000.pth
20240912-21:10:39 wrote ae_001.pth
20240912-21:10:40 wrote ae_002.pth
20240912-21:10:41 wrote ae_003.pth
20240912-21:10:41 wrote ae_004.pth
20240912-21:10:42 wrote ae_005.pth
20240912-21:10:43 wrote ae_006.pth
20240912-21:10:43 wrote ae_007.pth
20240912-21:10:44 wrote ae_008.pth
20240912-21:10:45 wrote ae_009.pth
20240912-21:10:45 epoch_duration 49min58s next_finish 22:00:43
20240912-21:10:45 wrote state.pth
20240912-21:10:45 --- epoch 891 ----------------------------------------
20240912-21:10:45 current_test_accuracies 0.8699 0.9359 0.9454 0.9045 0.9342 0.9197 0.0000 0.0000 0.0000 0.0000
20240912-21:10:45 time_train=3313 time_c_quizzes=10804
20240912-21:10:45 nb_c_quizzes 3223
20240912-21:10:45 training model 6 (accuracy 0)
20240912-21:10:45 training model 7 (accuracy 0)
20240912-21:12:48 train_loss 891 model 6 0.012307803509793302
20240912-21:12:48 train_loss 891 model 7 0.011836065650732053
20240912-21:12:49 test_loss 891 model 6 0.0061999967220572215
20240912-21:12:49 test_loss 891 model 7 0.010349109477829188
20240912-21:13:24 test_accuracy 891 model 6 nb_correct 747 / 804 (92.91%)
20240912-21:13:26 test_accuracy 891 model 7 nb_correct 761 / 808 (94.18%)
20240912-21:13:27 wrote ae_000.pth
20240912-21:13:28 wrote ae_001.pth
20240912-21:13:28 wrote ae_002.pth
20240912-21:13:29 wrote ae_003.pth
20240912-21:13:30 wrote ae_004.pth
20240912-21:13:30 wrote ae_005.pth
20240912-21:13:31 wrote ae_006.pth
20240912-21:13:32 wrote ae_007.pth
20240912-21:13:32 wrote ae_008.pth
20240912-21:13:33 wrote ae_009.pth
20240912-21:13:33 epoch_duration 2min48s next_finish 21:16:21
20240912-21:13:33 wrote state.pth
20240912-21:13:33 --- epoch 892 ----------------------------------------
20240912-21:13:33 current_test_accuracies 0.8699 0.9359 0.9454 0.9045 0.9342 0.9197 0.9291 0.9418 0.0000 0.0000
20240912-21:13:33 time_train=3474 time_c_quizzes=10804
20240912-21:13:33 nb_c_quizzes 3223
20240912-21:13:33 training model 8 (accuracy 0)
20240912-21:13:33 training model 9 (accuracy 0)
20240912-21:15:36 train_loss 892 model 9 0.01252048630756326
20240912-21:15:36 train_loss 892 model 8 0.011338270335794732
20240912-21:15:38 test_loss 892 model 9 0.008163995858558338
20240912-21:15:38 test_loss 892 model 8 0.008359943174858131
20240912-21:16:13 test_accuracy 892 model 8 nb_correct 778 / 828 (93.96%)
20240912-21:16:14 test_accuracy 892 model 9 nb_correct 727 / 787 (92.38%)
20240912-21:16:15 wrote ae_000.pth
20240912-21:16:16 wrote ae_001.pth
20240912-21:16:16 wrote ae_002.pth
20240912-21:16:17 wrote ae_003.pth
20240912-21:16:18 wrote ae_004.pth
20240912-21:16:19 wrote ae_005.pth
20240912-21:16:19 wrote ae_006.pth
20240912-21:16:20 wrote ae_007.pth
20240912-21:16:21 wrote ae_008.pth
20240912-21:16:21 wrote ae_009.pth
20240912-21:16:21 epoch_duration 2min48s next_finish 21:19:10
20240912-21:16:21 wrote state.pth
20240912-21:16:21 --- epoch 893 ----------------------------------------
20240912-21:16:21 current_test_accuracies 0.8699 0.9359 0.9454 0.9045 0.9342 0.9197 0.9291 0.9418 0.9396 0.9238
20240912-21:16:21 time_train=3635 time_c_quizzes=10804
20240912-21:16:21 nb_c_quizzes 3223
20240912-21:16:21 training model 0 (accuracy 0.8699386715888977)
20240912-21:16:21 training model 3 (accuracy 0.9044665098190308)
20240912-21:18:25 train_loss 893 model 3 0.010845414095772866
20240912-21:18:25 train_loss 893 model 0 0.012481281567687802
20240912-21:18:26 test_loss 893 model 3 0.008816878700500297
20240912-21:18:26 test_loss 893 model 0 0.006358838593047267
20240912-21:18:59 test_accuracy 893 model 3 nb_correct 750 / 798 (93.98%)
20240912-21:19:03 test_accuracy 893 model 0 nb_correct 735 / 782 (93.99%)
20240912-21:19:04 wrote ae_000.pth
20240912-21:19:05 wrote ae_001.pth
20240912-21:19:05 wrote ae_002.pth
20240912-21:19:06 wrote ae_003.pth
20240912-21:19:07 wrote ae_004.pth
20240912-21:19:08 wrote ae_005.pth
20240912-21:19:08 wrote ae_006.pth
20240912-21:19:09 wrote ae_007.pth
20240912-21:19:10 wrote ae_008.pth
20240912-21:19:10 wrote ae_009.pth
20240912-21:19:10 epoch_duration 2min48s next_finish 21:21:59
20240912-21:19:10 wrote state.pth
20240912-21:19:10 --- epoch 894 ----------------------------------------
20240912-21:19:10 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9342 0.9197 0.9291 0.9418 0.9396 0.9238
20240912-21:19:10 time_train=3797 time_c_quizzes=10804
20240912-21:19:10 nb_c_quizzes 3223
20240912-21:19:10 training model 5 (accuracy 0.9196538925170898)
20240912-21:19:10 training model 9 (accuracy 0.9237611293792725)
20240912-21:21:13 train_loss 894 model 9 0.012001704061833152
20240912-21:21:14 train_loss 894 model 5 0.011904788112653478
20240912-21:21:15 test_loss 894 model 9 0.007585764801217465
20240912-21:21:15 test_loss 894 model 5 0.008057360444445294
20240912-21:21:53 test_accuracy 894 model 9 nb_correct 738 / 803 (91.91%)
20240912-21:21:55 test_accuracy 894 model 5 nb_correct 697 / 776 (89.82%)
20240912-21:21:55 wrote ae_000.pth
20240912-21:21:56 wrote ae_001.pth
20240912-21:21:57 wrote ae_002.pth
20240912-21:21:58 wrote ae_003.pth
20240912-21:21:58 wrote ae_004.pth
20240912-21:21:59 wrote ae_005.pth
20240912-21:22:00 wrote ae_006.pth
20240912-21:22:00 wrote ae_007.pth
20240912-21:22:01 wrote ae_008.pth
20240912-21:22:02 wrote ae_009.pth
20240912-21:22:02 epoch_duration 2min51s next_finish 21:24:53
20240912-21:22:02 wrote state.pth
20240912-21:22:02 --- epoch 895 ----------------------------------------
20240912-21:22:02 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9342 0.8982 0.9291 0.9418 0.9396 0.9191
20240912-21:22:02 time_train=3961 time_c_quizzes=10804
20240912-21:22:02 nb_c_quizzes 3223
20240912-21:22:02 training model 5 (accuracy 0.8981958627700806)
20240912-21:22:02 training model 9 (accuracy 0.9190535545349121)
20240912-21:24:05 train_loss 895 model 9 0.012077805095046643
20240912-21:24:05 train_loss 895 model 5 0.01219329342623314
20240912-21:24:07 test_loss 895 model 9 0.006657384418690526
20240912-21:24:07 test_loss 895 model 5 0.007991458378376138
20240912-21:24:42 test_accuracy 895 model 9 nb_correct 741 / 786 (94.27%)
20240912-21:24:48 test_accuracy 895 model 5 nb_correct 726 / 796 (91.21%)
20240912-21:24:49 wrote ae_000.pth
20240912-21:24:49 wrote ae_001.pth
20240912-21:24:50 wrote ae_002.pth
20240912-21:24:51 wrote ae_003.pth
20240912-21:24:51 wrote ae_004.pth
20240912-21:24:52 wrote ae_005.pth
20240912-21:24:53 wrote ae_006.pth
20240912-21:24:54 wrote ae_007.pth
20240912-21:24:54 wrote ae_008.pth
20240912-21:24:55 wrote ae_009.pth
20240912-21:24:55 epoch_duration 2min53s next_finish 21:27:48
20240912-21:24:55 wrote state.pth
20240912-21:24:55 --- epoch 896 ----------------------------------------
20240912-21:24:55 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9342 0.9121 0.9291 0.9418 0.9396 0.9427
20240912-21:24:55 time_train=4127 time_c_quizzes=10804
20240912-21:24:55 nb_c_quizzes 3223
20240912-21:24:55 training model 5 (accuracy 0.9120603203773499)
20240912-21:24:55 training model 6 (accuracy 0.9291045069694519)
20240912-21:26:58 train_loss 896 model 5 0.011798673027828045
20240912-21:26:58 train_loss 896 model 6 0.011336723880751378
20240912-21:27:00 test_loss 896 model 5 0.009083057764860314
20240912-21:27:00 test_loss 896 model 6 0.009719734220993814
20240912-21:27:35 test_accuracy 896 model 6 nb_correct 735 / 799 (91.99%)
20240912-21:27:40 test_accuracy 896 model 5 nb_correct 745 / 790 (94.30%)
20240912-21:27:40 wrote ae_000.pth
20240912-21:27:41 wrote ae_001.pth
20240912-21:27:42 wrote ae_002.pth
20240912-21:27:43 wrote ae_003.pth
20240912-21:27:43 wrote ae_004.pth
20240912-21:27:44 wrote ae_005.pth
20240912-21:27:45 wrote ae_006.pth
20240912-21:27:45 wrote ae_007.pth
20240912-21:27:46 wrote ae_008.pth
20240912-21:27:47 wrote ae_009.pth
20240912-21:27:47 epoch_duration 2min51s next_finish 21:30:39
20240912-21:27:47 wrote state.pth
20240912-21:27:47 --- epoch 897 ----------------------------------------
20240912-21:27:47 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9342 0.9430 0.9199 0.9418 0.9396 0.9427
20240912-21:27:47 time_train=4291 time_c_quizzes=10804
20240912-21:27:47 nb_c_quizzes 3223
20240912-21:27:47 training model 6 (accuracy 0.9198998808860779)
20240912-21:27:47 training model 4 (accuracy 0.9341614842414856)
20240912-21:29:50 train_loss 897 model 4 0.011581637883889925
20240912-21:29:50 train_loss 897 model 6 0.012664726567849357
20240912-21:29:52 test_loss 897 model 4 0.007761428814089299
20240912-21:29:52 test_loss 897 model 6 0.010385847665384062
20240912-21:30:24 test_accuracy 897 model 4 nb_correct 741 / 796 (93.09%)
20240912-21:30:27 test_accuracy 897 model 6 nb_correct 725 / 790 (91.77%)
20240912-21:30:28 wrote ae_000.pth
20240912-21:30:29 wrote ae_001.pth
20240912-21:30:29 wrote ae_002.pth
20240912-21:30:30 wrote ae_003.pth
20240912-21:30:31 wrote ae_004.pth
20240912-21:30:32 wrote ae_005.pth
20240912-21:30:32 wrote ae_006.pth
20240912-21:30:33 wrote ae_007.pth
20240912-21:30:34 wrote ae_008.pth
20240912-21:30:34 wrote ae_009.pth
20240912-21:30:34 epoch_duration 2min47s next_finish 21:33:22
20240912-21:30:34 wrote state.pth
20240912-21:30:34 --- epoch 898 ----------------------------------------
20240912-21:30:34 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9309 0.9430 0.9177 0.9418 0.9396 0.9427
20240912-21:30:34 time_train=4451 time_c_quizzes=10804
20240912-21:30:34 nb_c_quizzes 3223
20240912-21:30:34 training model 6 (accuracy 0.9177215099334717)
20240912-21:30:34 training model 4 (accuracy 0.9309045076370239)
20240912-21:32:38 train_loss 898 model 4 0.011638577579835328
20240912-21:32:38 train_loss 898 model 6 0.012067846944868506
20240912-21:32:39 test_loss 898 model 4 0.008012671931896875
20240912-21:32:39 test_loss 898 model 6 0.008455346886194093
20240912-21:33:14 test_accuracy 898 model 4 nb_correct 751 / 798 (94.11%)
20240912-21:33:15 test_accuracy 898 model 6 nb_correct 755 / 809 (93.33%)
20240912-21:33:16 wrote ae_000.pth
20240912-21:33:17 wrote ae_001.pth
20240912-21:33:18 wrote ae_002.pth
20240912-21:33:18 wrote ae_003.pth
20240912-21:33:19 wrote ae_004.pth
20240912-21:33:20 wrote ae_005.pth
20240912-21:33:20 wrote ae_006.pth
20240912-21:33:21 wrote ae_007.pth
20240912-21:33:22 wrote ae_008.pth
20240912-21:33:22 wrote ae_009.pth
20240912-21:33:22 epoch_duration 2min48s next_finish 21:36:11
20240912-21:33:22 wrote state.pth
20240912-21:33:22 --- epoch 899 ----------------------------------------
20240912-21:33:22 current_test_accuracies 0.9399 0.9359 0.9454 0.9398 0.9411 0.9430 0.9333 0.9418 0.9396 0.9427
20240912-21:33:22 time_train=4612 time_c_quizzes=10804
20240912-21:33:22 nb_c_quizzes 3223
20240912-21:33:22 training model 6 (accuracy 0.933250904083252)
20240912-21:33:22 training model 1 (accuracy 0.9358816146850586)
20240912-21:35:26 train_loss 899 model 6 0.01143690660401262
20240912-21:35:26 train_loss 899 model 1 0.011122733449843509
20240912-21:35:27 test_loss 899 model 6 0.008336821942793903
20240912-21:35:27 test_loss 899 model 1 0.008085261410866452
20240912-21:36:03 test_accuracy 899 model 1 nb_correct 714 / 791 (90.27%)
20240912-21:36:06 test_accuracy 899 model 6 nb_correct 739 / 805 (91.80%)
20240912-21:36:07 wrote ae_000.pth
20240912-21:36:08 wrote ae_001.pth
20240912-21:36:09 wrote ae_002.pth
20240912-21:36:09 wrote ae_003.pth
20240912-21:36:10 wrote ae_004.pth
20240912-21:36:11 wrote ae_005.pth
20240912-21:36:11 wrote ae_006.pth
20240912-21:36:12 wrote ae_007.pth
20240912-21:36:13 wrote ae_008.pth
20240912-21:36:13 wrote ae_009.pth
20240912-21:36:13 epoch_duration 2min50s next_finish 21:39:04
20240912-21:36:13 wrote state.pth
20240912-21:36:13 --- epoch 900 ----------------------------------------
20240912-21:36:13 current_test_accuracies 0.9399 0.9027 0.9454 0.9398 0.9411 0.9430 0.9180 0.9418 0.9396 0.9427
20240912-21:36:13 time_train=4776 time_c_quizzes=10804
20240912-21:36:13 nb_c_quizzes 3223
20240912-21:36:13 training model 1 (accuracy 0.9026548862457275)
20240912-21:36:13 training model 6 (accuracy 0.9180124402046204)
20240912-21:38:17 train_loss 900 model 1 0.011005483203220137
20240912-21:38:17 train_loss 900 model 6 0.01221896499988361
20240912-21:38:18 test_loss 900 model 1 0.007779931715413113
20240912-21:38:18 test_loss 900 model 6 0.006423343492846812
20240912-21:38:51 test_accuracy 900 model 1 nb_correct 771 / 804 (95.90%)
20240912-21:38:57 test_accuracy 900 model 6 nb_correct 731 / 792 (92.30%)
20240912-21:38:58 wrote ae_000.pth
20240912-21:38:59 wrote ae_001.pth
20240912-21:39:00 wrote ae_002.pth
20240912-21:39:00 wrote ae_003.pth
20240912-21:39:01 wrote ae_004.pth
20240912-21:39:02 wrote ae_005.pth
20240912-21:39:02 wrote ae_006.pth
20240912-21:39:03 wrote ae_007.pth
20240912-21:39:04 wrote ae_008.pth
20240912-21:39:04 wrote ae_009.pth
20240912-21:39:04 epoch_duration 2min51s next_finish 21:41:56
20240912-21:39:04 wrote state.pth
20240912-21:39:04 --- epoch 901 ----------------------------------------
20240912-21:39:04 current_test_accuracies 0.9399 0.9590 0.9454 0.9398 0.9411 0.9430 0.9230 0.9418 0.9396 0.9427
20240912-21:39:04 time_train=4940 time_c_quizzes=10804
20240912-21:39:04 nb_c_quizzes 3223
20240912-21:39:04 training model 6 (accuracy 0.9229797720909119)
20240912-21:39:04 training model 8 (accuracy 0.9396135210990906)
20240912-21:41:08 train_loss 901 model 6 0.012323019116382056
20240912-21:41:08 train_loss 901 model 8 0.011108519536630411
20240912-21:41:09 test_loss 901 model 6 0.008588336716070444
20240912-21:41:10 test_loss 901 model 8 0.014551906116963664
20240912-21:41:43 test_accuracy 901 model 8 nb_correct 747 / 812 (92.00%)
20240912-21:41:47 test_accuracy 901 model 6 nb_correct 762 / 808 (94.31%)
20240912-21:41:48 wrote ae_000.pth
20240912-21:41:48 wrote ae_001.pth
20240912-21:41:49 wrote ae_002.pth
20240912-21:41:50 wrote ae_003.pth
20240912-21:41:50 wrote ae_004.pth
20240912-21:41:51 wrote ae_005.pth
20240912-21:41:52 wrote ae_006.pth
20240912-21:41:52 wrote ae_007.pth
20240912-21:41:53 wrote ae_008.pth
20240912-21:41:54 wrote ae_009.pth
20240912-21:41:54 epoch_duration 2min49s next_finish 21:44:43
20240912-21:41:54 wrote state.pth
20240912-21:41:54 --- epoch 902 ----------------------------------------
20240912-21:41:54 current_test_accuracies 0.9399 0.9590 0.9454 0.9398 0.9411 0.9430 0.9431 0.9418 0.9200 0.9427
20240912-21:41:54 time_train=5102 time_c_quizzes=10804
20240912-21:41:54 nb_c_quizzes 3223
20240912-21:41:54 training model 8 (accuracy 0.9199507236480713)
20240912-21:41:54 training model 3 (accuracy 0.9398496150970459)
20240912-21:43:57 train_loss 902 model 3 0.01048388448537662
20240912-21:43:57 train_loss 902 model 8 0.010526472858535271
20240912-21:43:59 test_loss 902 model 3 0.010294053683901438
20240912-21:43:59 test_loss 902 model 8 0.0071975513250720265
20240912-21:44:32 test_accuracy 902 model 8 nb_correct 756 / 819 (92.31%)
20240912-21:44:34 test_accuracy 902 model 3 nb_correct 722 / 790 (91.39%)
20240912-21:44:35 wrote ae_000.pth
20240912-21:44:35 wrote ae_001.pth
20240912-21:44:36 wrote ae_002.pth
20240912-21:44:37 wrote ae_003.pth
20240912-21:44:37 wrote ae_004.pth
20240912-21:44:38 wrote ae_005.pth
20240912-21:44:39 wrote ae_006.pth
20240912-21:44:39 wrote ae_007.pth
20240912-21:44:40 wrote ae_008.pth
20240912-21:44:41 wrote ae_009.pth
20240912-21:44:41 epoch_duration 2min46s next_finish 21:47:27
20240912-21:44:41 wrote state.pth
20240912-21:44:41 --- epoch 903 ----------------------------------------
20240912-21:44:41 current_test_accuracies 0.9399 0.9590 0.9454 0.9139 0.9411 0.9430 0.9431 0.9418 0.9231 0.9427
20240912-21:44:41 time_train=5262 time_c_quizzes=10804
20240912-21:44:41 nb_c_quizzes 3223
20240912-21:44:41 training model 3 (accuracy 0.9139240384101868)
20240912-21:44:41 training model 8 (accuracy 0.9230769276618958)
20240912-21:46:44 train_loss 903 model 3 0.011266537988887649
20240912-21:46:44 train_loss 903 model 8 0.010830209286234094
20240912-21:46:46 test_loss 903 model 3 0.00960692275542101
20240912-21:46:46 test_loss 903 model 8 0.006603882163290109
20240912-21:47:21 test_accuracy 903 model 3 nb_correct 721 / 797 (90.46%)
20240912-21:47:25 test_accuracy 903 model 8 nb_correct 730 / 812 (89.90%)
20240912-21:47:26 wrote ae_000.pth
20240912-21:47:27 wrote ae_001.pth
20240912-21:47:27 wrote ae_002.pth
20240912-21:47:28 wrote ae_003.pth
20240912-21:47:29 wrote ae_004.pth
20240912-21:47:29 wrote ae_005.pth
20240912-21:47:30 wrote ae_006.pth
20240912-21:47:31 wrote ae_007.pth
20240912-21:47:31 wrote ae_008.pth
20240912-21:47:32 wrote ae_009.pth
20240912-21:47:32 epoch_duration 2min51s next_finish 21:50:23
20240912-21:47:32 wrote state.pth
20240912-21:47:32 --- epoch 904 ----------------------------------------
20240912-21:47:32 current_test_accuracies 0.9399 0.9590 0.9454 0.9046 0.9411 0.9430 0.9431 0.9418 0.8990 0.9427
20240912-21:47:32 time_train=5426 time_c_quizzes=10804
20240912-21:47:32 nb_c_quizzes 3223
20240912-21:47:32 training model 8 (accuracy 0.8990147709846497)
20240912-21:47:32 training model 3 (accuracy 0.9046424031257629)
20240912-21:49:36 train_loss 904 model 3 0.010910966558323708
20240912-21:49:36 train_loss 904 model 8 0.011189282360895959
20240912-21:49:37 test_loss 904 model 3 0.0065480919768106105
20240912-21:49:37 test_loss 904 model 8 0.0077594437268544425
20240912-21:50:11 test_accuracy 904 model 3 nb_correct 734 / 792 (92.68%)
20240912-21:50:11 test_accuracy 904 model 8 nb_correct 742 / 814 (91.15%)
20240912-21:50:12 wrote ae_000.pth
20240912-21:50:13 wrote ae_001.pth
20240912-21:50:13 wrote ae_002.pth
20240912-21:50:14 wrote ae_003.pth
20240912-21:50:15 wrote ae_004.pth
20240912-21:50:16 wrote ae_005.pth
20240912-21:50:16 wrote ae_006.pth
20240912-21:50:17 wrote ae_007.pth
20240912-21:50:18 wrote ae_008.pth
20240912-21:50:18 wrote ae_009.pth
20240912-21:50:18 epoch_duration 2min46s next_finish 21:53:05
20240912-21:50:18 wrote state.pth
20240912-21:50:18 --- epoch 905 ----------------------------------------
20240912-21:50:18 current_test_accuracies 0.9399 0.9590 0.9454 0.9268 0.9411 0.9430 0.9431 0.9418 0.9115 0.9427
20240912-21:50:18 time_train=5585 time_c_quizzes=10804
20240912-21:50:18 nb_c_quizzes 3223
20240912-21:50:18 training model 8 (accuracy 0.9115478992462158)
20240912-21:50:18 training model 3 (accuracy 0.9267676472663879)
20240912-21:52:22 train_loss 905 model 8 0.01105560207535018
20240912-21:52:22 train_loss 905 model 3 0.011563225078677533
20240912-21:52:23 test_loss 905 model 8 0.007899692723043472
20240912-21:52:23 test_loss 905 model 3 0.008297105284290751
20240912-21:52:58 test_accuracy 905 model 3 nb_correct 742 / 800 (92.75%)
20240912-21:52:58 test_accuracy 905 model 8 nb_correct 733 / 791 (92.67%)
20240912-21:52:59 wrote ae_000.pth
20240912-21:53:00 wrote ae_001.pth
20240912-21:53:01 wrote ae_002.pth
20240912-21:53:01 wrote ae_003.pth
20240912-21:53:02 wrote ae_004.pth
20240912-21:53:03 wrote ae_005.pth
20240912-21:53:03 wrote ae_006.pth
20240912-21:53:04 wrote ae_007.pth
20240912-21:53:05 wrote ae_008.pth
20240912-21:53:06 wrote ae_009.pth
20240912-21:53:06 epoch_duration 2min47s next_finish 21:55:53
20240912-21:53:06 wrote state.pth
20240912-21:53:06 --- epoch 906 ----------------------------------------
20240912-21:53:06 current_test_accuracies 0.9399 0.9590 0.9454 0.9275 0.9411 0.9430 0.9431 0.9418 0.9267 0.9427
20240912-21:53:06 time_train=5745 time_c_quizzes=10804
20240912-21:53:06 nb_c_quizzes 3223
20240912-21:53:06 training model 8 (accuracy 0.9266750812530518)
20240912-21:53:06 training model 3 (accuracy 0.9275000095367432)
20240912-21:55:09 train_loss 906 model 8 0.011303298409913624
20240912-21:55:09 train_loss 906 model 3 0.010513398384119682
20240912-21:55:10 test_loss 906 model 8 0.00818434314406744
20240912-21:55:10 test_loss 906 model 3 0.010842810775428546
20240912-21:55:43 test_accuracy 906 model 8 nb_correct 742 / 805 (92.17%)
20240912-21:55:47 test_accuracy 906 model 3 nb_correct 732 / 794 (92.19%)
20240912-21:55:48 wrote ae_000.pth
20240912-21:55:49 wrote ae_001.pth
20240912-21:55:49 wrote ae_002.pth
20240912-21:55:50 wrote ae_003.pth
20240912-21:55:51 wrote ae_004.pth
20240912-21:55:51 wrote ae_005.pth
20240912-21:55:52 wrote ae_006.pth
20240912-21:55:53 wrote ae_007.pth
20240912-21:55:54 wrote ae_008.pth
20240912-21:55:54 wrote ae_009.pth
20240912-21:55:54 epoch_duration 2min48s next_finish 21:58:43
20240912-21:55:54 wrote state.pth
20240912-21:55:54 --- epoch 907 ----------------------------------------
20240912-21:55:54 current_test_accuracies 0.9399 0.9590 0.9454 0.9219 0.9411 0.9430 0.9431 0.9418 0.9217 0.9427
20240912-21:55:54 time_train=5906 time_c_quizzes=10804
20240912-21:55:54 nb_c_quizzes 3223
20240912-21:55:54 training model 8 (accuracy 0.9217391014099121)
20240912-21:55:54 training model 3 (accuracy 0.9219143390655518)
20240912-21:57:58 train_loss 907 model 3 0.01134312577833589
20240912-21:57:58 train_loss 907 model 8 0.011299005208187737
20240912-21:57:59 test_loss 907 model 3 0.006992853214606498
20240912-21:57:59 test_loss 907 model 8 0.006367109040377272
20240912-21:58:33 test_accuracy 907 model 3 nb_correct 743 / 804 (92.41%)
20240912-21:58:37 test_accuracy 907 model 8 nb_correct 736 / 801 (91.89%)
20240912-21:58:38 wrote ae_000.pth
20240912-21:58:39 wrote ae_001.pth
20240912-21:58:40 wrote ae_002.pth
20240912-21:58:40 wrote ae_003.pth
20240912-21:58:41 wrote ae_004.pth
20240912-21:58:42 wrote ae_005.pth
20240912-21:58:42 wrote ae_006.pth
20240912-21:58:43 wrote ae_007.pth
20240912-21:58:44 wrote ae_008.pth
20240912-21:58:44 wrote ae_009.pth
20240912-21:58:44 epoch_duration 2min50s next_finish 22:01:35
20240912-21:58:44 wrote state.pth
20240912-21:58:44 --- epoch 908 ----------------------------------------
20240912-21:58:44 current_test_accuracies 0.9399 0.9590 0.9454 0.9241 0.9411 0.9430 0.9431 0.9418 0.9189 0.9427
20240912-21:58:44 time_train=6069 time_c_quizzes=10804
20240912-21:58:44 nb_c_quizzes 3223
20240912-21:58:44 training model 8 (accuracy 0.9188514351844788)
20240912-21:58:44 training model 3 (accuracy 0.9241293668746948)
20240912-22:00:48 train_loss 908 model 3 0.011045618659603861
20240912-22:00:48 train_loss 908 model 8 0.011203880863209633
20240912-22:00:49 test_loss 908 model 3 0.008098066495065837
20240912-22:00:49 test_loss 908 model 8 0.008483467597375238
20240912-22:01:24 test_accuracy 908 model 3 nb_correct 745 / 786 (94.78%)
20240912-22:01:27 test_accuracy 908 model 8 nb_correct 735 / 796 (92.34%)
20240912-22:01:28 wrote ae_000.pth
20240912-22:01:28 wrote ae_001.pth
20240912-22:01:29 wrote ae_002.pth
20240912-22:01:30 wrote ae_003.pth
20240912-22:01:30 wrote ae_004.pth
20240912-22:01:31 wrote ae_005.pth
20240912-22:01:32 wrote ae_006.pth
20240912-22:01:32 wrote ae_007.pth
20240912-22:01:33 wrote ae_008.pth
20240912-22:01:34 wrote ae_009.pth
20240912-22:01:34 epoch_duration 2min49s next_finish 22:04:23
20240912-22:01:34 wrote state.pth
20240912-22:01:34 --- epoch 909 ----------------------------------------
20240912-22:01:34 current_test_accuracies 0.9399 0.9590 0.9454 0.9478 0.9411 0.9430 0.9431 0.9418 0.9234 0.9427
20240912-22:01:34 time_train=6231 time_c_quizzes=10804
20240912-22:01:34 nb_c_quizzes 3223
20240912-22:01:34 training model 8 (accuracy 0.9233668446540833)
20240912-22:01:34 training model 0 (accuracy 0.9398977160453796)
20240912-22:03:37 train_loss 909 model 8 0.011251826959382014
20240912-22:03:37 train_loss 909 model 0 0.011687952343698271
20240912-22:03:39 test_loss 909 model 8 0.007998950204898847
20240912-22:03:39 test_loss 909 model 0 0.009441393933320797
20240912-22:04:15 test_accuracy 909 model 0 nb_correct 744 / 802 (92.77%)
20240912-22:04:16 test_accuracy 909 model 8 nb_correct 714 / 774 (92.25%)
20240912-22:04:17 wrote ae_000.pth
20240912-22:04:17 wrote ae_001.pth
20240912-22:04:18 wrote ae_002.pth
20240912-22:04:19 wrote ae_003.pth
20240912-22:04:19 wrote ae_004.pth
20240912-22:04:20 wrote ae_005.pth
20240912-22:04:21 wrote ae_006.pth
20240912-22:04:21 wrote ae_007.pth
20240912-22:04:22 wrote ae_008.pth
20240912-22:04:23 wrote ae_009.pth
20240912-22:04:23 epoch_duration 2min49s next_finish 22:07:12
20240912-22:04:23 wrote state.pth
20240912-22:04:23 --- epoch 910 ----------------------------------------
20240912-22:04:23 current_test_accuracies 0.9277 0.9590 0.9454 0.9478 0.9411 0.9430 0.9431 0.9418 0.9225 0.9427
20240912-22:04:23 time_train=6393 time_c_quizzes=10804
20240912-22:04:23 nb_c_quizzes 3223
20240912-22:04:23 training model 8 (accuracy 0.9224806427955627)
20240912-22:04:23 training model 0 (accuracy 0.9276807904243469)
20240912-22:06:26 train_loss 910 model 8 0.010933877660021608
20240912-22:06:26 train_loss 910 model 0 0.012061453501293727
20240912-22:06:28 test_loss 910 model 8 0.0075309989685706565
20240912-22:06:28 test_loss 910 model 0 0.00755000424075547
20240912-22:07:00 test_accuracy 910 model 8 nb_correct 753 / 810 (92.96%)
20240912-22:07:02 test_accuracy 910 model 0 nb_correct 730 / 806 (90.57%)
20240912-22:07:03 wrote ae_000.pth
20240912-22:07:04 wrote ae_001.pth
20240912-22:07:04 wrote ae_002.pth
20240912-22:07:05 wrote ae_003.pth
20240912-22:07:06 wrote ae_004.pth
20240912-22:07:06 wrote ae_005.pth
20240912-22:07:07 wrote ae_006.pth
20240912-22:07:08 wrote ae_007.pth
20240912-22:07:08 wrote ae_008.pth
20240912-22:07:09 wrote ae_009.pth
20240912-22:07:09 epoch_duration 2min46s next_finish 22:09:55
20240912-22:07:09 wrote state.pth
20240912-22:07:09 --- epoch 911 ----------------------------------------
20240912-22:07:09 current_test_accuracies 0.9057 0.9590 0.9454 0.9478 0.9411 0.9430 0.9431 0.9418 0.9296 0.9427
20240912-22:07:09 time_train=6552 time_c_quizzes=10804
20240912-22:07:09 nb_c_quizzes 3223
20240912-22:07:09 training model 0 (accuracy 0.9057071805000305)
20240912-22:07:09 training model 8 (accuracy 0.9296296238899231)
20240912-22:09:13 train_loss 911 model 8 0.011577188986803776
20240912-22:09:13 train_loss 911 model 0 0.011406639269465814
20240912-22:09:14 test_loss 911 model 8 0.006455461452208056
20240912-22:09:14 test_loss 911 model 0 0.00847300629147867
20240912-22:09:47 test_accuracy 911 model 0 nb_correct 770 / 813 (94.71%)
20240912-22:09:50 test_accuracy 911 model 8 nb_correct 761 / 806 (94.42%)
20240912-22:09:51 wrote ae_000.pth
20240912-22:09:51 wrote ae_001.pth
20240912-22:09:52 wrote ae_002.pth
20240912-22:09:53 wrote ae_003.pth
20240912-22:09:53 wrote ae_004.pth
20240912-22:09:54 wrote ae_005.pth
20240912-22:09:55 wrote ae_006.pth
20240912-22:09:55 wrote ae_007.pth
20240912-22:09:56 wrote ae_008.pth
20240912-22:09:57 wrote ae_009.pth
20240912-22:09:57 epoch_duration 2min47s next_finish 22:12:45
20240912-22:09:57 wrote state.pth
20240912-22:09:57 --- epoch 912 ----------------------------------------
20240912-22:09:57 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9411 0.9430 0.9431 0.9418 0.9442 0.9427
20240912-22:09:57 time_train=6712 time_c_quizzes=10804
20240912-22:09:57 nb_c_quizzes 3223
20240912-22:09:57 training model 4 (accuracy 0.9411027431488037)
20240912-22:09:57 training model 7 (accuracy 0.9418317079544067)
20240912-22:12:01 train_loss 912 model 4 0.011006280680383498
20240912-22:12:01 train_loss 912 model 7 0.011817779435048578
20240912-22:12:02 test_loss 912 model 4 0.0090154983454795
20240912-22:12:02 test_loss 912 model 7 0.010465453998040174
20240912-22:12:35 test_accuracy 912 model 4 nb_correct 754 / 797 (94.60%)
20240912-22:12:36 test_accuracy 912 model 7 nb_correct 758 / 803 (94.40%)
20240912-22:12:36 wrote ae_000.pth
20240912-22:12:37 wrote ae_001.pth
20240912-22:12:38 wrote ae_002.pth
20240912-22:12:38 wrote ae_003.pth
20240912-22:12:39 wrote ae_004.pth
20240912-22:12:40 wrote ae_005.pth
20240912-22:12:40 wrote ae_006.pth
20240912-22:12:41 wrote ae_007.pth
20240912-22:12:42 wrote ae_008.pth
20240912-22:12:42 wrote ae_009.pth
20240912-22:12:42 epoch_duration 2min45s next_finish 22:15:28
20240912-22:12:42 wrote state.pth
20240912-22:12:42 --- epoch 913 ----------------------------------------
20240912-22:12:42 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9430 0.9431 0.9440 0.9442 0.9427
20240912-22:12:42 time_train=6870 time_c_quizzes=10804
20240912-22:12:42 nb_c_quizzes 3223
20240912-22:12:42 training model 9 (accuracy 0.9427480697631836)
20240912-22:12:42 training model 5 (accuracy 0.9430379867553711)
20240912-22:14:46 train_loss 913 model 9 0.01229828809016908
20240912-22:14:46 train_loss 913 model 5 0.01176702612832105
20240912-22:14:47 test_loss 913 model 9 0.009613601899491186
20240912-22:14:48 test_loss 913 model 5 0.009819010287543506
20240912-22:15:23 test_accuracy 913 model 5 nb_correct 741 / 794 (93.32%)
20240912-22:15:26 test_accuracy 913 model 9 nb_correct 755 / 812 (92.98%)
20240912-22:15:27 wrote ae_000.pth
20240912-22:15:28 wrote ae_001.pth
20240912-22:15:29 wrote ae_002.pth
20240912-22:15:29 wrote ae_003.pth
20240912-22:15:30 wrote ae_004.pth
20240912-22:15:31 wrote ae_005.pth
20240912-22:15:31 wrote ae_006.pth
20240912-22:15:32 wrote ae_007.pth
20240912-22:15:33 wrote ae_008.pth
20240912-22:15:33 wrote ae_009.pth
20240912-22:15:33 epoch_duration 2min51s next_finish 22:18:25
20240912-22:15:33 wrote state.pth
20240912-22:15:33 --- epoch 914 ----------------------------------------
20240912-22:15:33 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9332 0.9431 0.9440 0.9442 0.9298
20240912-22:15:33 time_train=7034 time_c_quizzes=10804
20240912-22:15:33 nb_c_quizzes 3223
20240912-22:15:33 training model 9 (accuracy 0.9298029541969299)
20240912-22:15:33 training model 5 (accuracy 0.9332493543624878)
20240912-22:17:37 train_loss 914 model 9 0.011679046235629358
20240912-22:17:37 train_loss 914 model 5 0.012288781415953054
20240912-22:17:38 test_loss 914 model 9 0.008278861927283287
20240912-22:17:38 test_loss 914 model 5 0.008637407310243362
20240912-22:18:13 test_accuracy 914 model 5 nb_correct 753 / 811 (92.85%)
20240912-22:18:17 test_accuracy 914 model 9 nb_correct 757 / 810 (93.46%)
20240912-22:18:18 wrote ae_000.pth
20240912-22:18:18 wrote ae_001.pth
20240912-22:18:19 wrote ae_002.pth
20240912-22:18:20 wrote ae_003.pth
20240912-22:18:20 wrote ae_004.pth
20240912-22:18:21 wrote ae_005.pth
20240912-22:18:22 wrote ae_006.pth
20240912-22:18:22 wrote ae_007.pth
20240912-22:18:23 wrote ae_008.pth
20240912-22:18:24 wrote ae_009.pth
20240912-22:18:24 epoch_duration 2min50s next_finish 22:21:14
20240912-22:18:24 wrote state.pth
20240912-22:18:24 --- epoch 915 ----------------------------------------
20240912-22:18:24 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9285 0.9431 0.9440 0.9442 0.9346
20240912-22:18:24 time_train=7197 time_c_quizzes=10804
20240912-22:18:24 nb_c_quizzes 3223
20240912-22:18:24 training model 5 (accuracy 0.9284833669662476)
20240912-22:18:24 training model 9 (accuracy 0.934567928314209)
20240912-22:20:27 train_loss 915 model 9 0.012197792910556018
20240912-22:20:27 train_loss 915 model 5 0.011453635342193593
20240912-22:20:29 test_loss 915 model 9 0.01294109021678196
20240912-22:20:29 test_loss 915 model 5 0.012103333616823874
20240912-22:21:04 test_accuracy 915 model 9 nb_correct 738 / 816 (90.44%)
20240912-22:21:04 test_accuracy 915 model 5 nb_correct 765 / 825 (92.73%)
20240912-22:21:05 wrote ae_000.pth
20240912-22:21:06 wrote ae_001.pth
20240912-22:21:06 wrote ae_002.pth
20240912-22:21:07 wrote ae_003.pth
20240912-22:21:08 wrote ae_004.pth
20240912-22:21:08 wrote ae_005.pth
20240912-22:21:09 wrote ae_006.pth
20240912-22:21:10 wrote ae_007.pth
20240912-22:21:10 wrote ae_008.pth
20240912-22:21:11 wrote ae_009.pth
20240912-22:21:11 epoch_duration 2min47s next_finish 22:23:58
20240912-22:21:11 wrote state.pth
20240912-22:21:11 --- epoch 916 ----------------------------------------
20240912-22:21:11 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9273 0.9431 0.9440 0.9442 0.9044
20240912-22:21:11 time_train=7357 time_c_quizzes=10804
20240912-22:21:11 nb_c_quizzes 3223
20240912-22:21:11 training model 9 (accuracy 0.904411792755127)
20240912-22:21:11 training model 5 (accuracy 0.9272727370262146)
20240912-22:23:15 train_loss 916 model 5 0.011771432180232296
20240912-22:23:15 train_loss 916 model 9 0.012413674290719427
20240912-22:23:16 test_loss 916 model 5 0.006334457194941479
20240912-22:23:16 test_loss 916 model 9 0.007892280226946014
20240912-22:23:50 test_accuracy 916 model 5 nb_correct 755 / 791 (95.45%)
20240912-22:23:51 test_accuracy 916 model 9 nb_correct 722 / 784 (92.09%)
20240912-22:23:51 wrote ae_000.pth
20240912-22:23:52 wrote ae_001.pth
20240912-22:23:53 wrote ae_002.pth
20240912-22:23:54 wrote ae_003.pth
20240912-22:23:54 wrote ae_004.pth
20240912-22:23:55 wrote ae_005.pth
20240912-22:23:56 wrote ae_006.pth
20240912-22:23:56 wrote ae_007.pth
20240912-22:23:57 wrote ae_008.pth
20240912-22:23:58 wrote ae_009.pth
20240912-22:23:58 epoch_duration 2min46s next_finish 22:26:44
20240912-22:23:58 wrote state.pth
20240912-22:23:58 --- epoch 917 ----------------------------------------
20240912-22:23:58 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9431 0.9440 0.9442 0.9209
20240912-22:23:58 time_train=7516 time_c_quizzes=10804
20240912-22:23:58 nb_c_quizzes 3223
20240912-22:23:58 training model 9 (accuracy 0.920918345451355)
20240912-22:23:58 training model 6 (accuracy 0.9430692791938782)
20240912-22:26:01 train_loss 917 model 9 0.01211854156323534
20240912-22:26:02 train_loss 917 model 6 0.011146924787659373
20240912-22:26:03 test_loss 917 model 9 0.006453030786582303
20240912-22:26:03 test_loss 917 model 6 0.006735896890131698
20240912-22:26:37 test_accuracy 917 model 6 nb_correct 746 / 800 (93.25%)
20240912-22:26:43 test_accuracy 917 model 9 nb_correct 716 / 788 (90.86%)
20240912-22:26:44 wrote ae_000.pth
20240912-22:26:45 wrote ae_001.pth
20240912-22:26:45 wrote ae_002.pth
20240912-22:26:46 wrote ae_003.pth
20240912-22:26:47 wrote ae_004.pth
20240912-22:26:47 wrote ae_005.pth
20240912-22:26:48 wrote ae_006.pth
20240912-22:26:49 wrote ae_007.pth
20240912-22:26:49 wrote ae_008.pth
20240912-22:26:50 wrote ae_009.pth
20240912-22:26:50 epoch_duration 2min52s next_finish 22:29:43
20240912-22:26:50 wrote state.pth
20240912-22:26:50 --- epoch 918 ----------------------------------------
20240912-22:26:50 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9325 0.9440 0.9442 0.9086
20240912-22:26:50 time_train=7681 time_c_quizzes=10804
20240912-22:26:50 nb_c_quizzes 3223
20240912-22:26:50 training model 9 (accuracy 0.9086294174194336)
20240912-22:26:50 training model 6 (accuracy 0.9325000047683716)
20240912-22:28:54 train_loss 918 model 9 0.011835109519422985
20240912-22:28:54 train_loss 918 model 6 0.01191325382143259
20240912-22:28:55 test_loss 918 model 9 0.010620842340236436
20240912-22:28:55 test_loss 918 model 6 0.006394385410612813
20240912-22:29:32 test_accuracy 918 model 9 nb_correct 736 / 804 (91.54%)
20240912-22:29:35 test_accuracy 918 model 6 nb_correct 734 / 799 (91.86%)
20240912-22:29:36 wrote ae_000.pth
20240912-22:29:36 wrote ae_001.pth
20240912-22:29:37 wrote ae_002.pth
20240912-22:29:38 wrote ae_003.pth
20240912-22:29:38 wrote ae_004.pth
20240912-22:29:39 wrote ae_005.pth
20240912-22:29:40 wrote ae_006.pth
20240912-22:29:40 wrote ae_007.pth
20240912-22:29:41 wrote ae_008.pth
20240912-22:29:42 wrote ae_009.pth
20240912-22:29:42 epoch_duration 2min51s next_finish 22:32:33
20240912-22:29:42 wrote state.pth
20240912-22:29:42 --- epoch 919 ----------------------------------------
20240912-22:29:42 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9186 0.9440 0.9442 0.9154
20240912-22:29:42 time_train=7845 time_c_quizzes=10804
20240912-22:29:42 nb_c_quizzes 3223
20240912-22:29:42 training model 9 (accuracy 0.9154228568077087)
20240912-22:29:42 training model 6 (accuracy 0.9186483025550842)
20240912-22:31:45 train_loss 919 model 9 0.011863359197774117
20240912-22:31:45 train_loss 919 model 6 0.011713339023845037
20240912-22:31:47 test_loss 919 model 9 0.00659093807746558
20240912-22:31:47 test_loss 919 model 6 0.009905879538666795
20240912-22:32:24 test_accuracy 919 model 9 nb_correct 759 / 810 (93.70%)
20240912-22:32:24 test_accuracy 919 model 6 nb_correct 749 / 797 (93.98%)
20240912-22:32:25 wrote ae_000.pth
20240912-22:32:25 wrote ae_001.pth
20240912-22:32:26 wrote ae_002.pth
20240912-22:32:27 wrote ae_003.pth
20240912-22:32:28 wrote ae_004.pth
20240912-22:32:28 wrote ae_005.pth
20240912-22:32:29 wrote ae_006.pth
20240912-22:32:30 wrote ae_007.pth
20240912-22:32:30 wrote ae_008.pth
20240912-22:32:31 wrote ae_009.pth
20240912-22:32:31 epoch_duration 2min49s next_finish 22:35:20
20240912-22:32:31 wrote state.pth
20240912-22:32:31 --- epoch 920 ----------------------------------------
20240912-22:32:31 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9398 0.9440 0.9442 0.9370
20240912-22:32:31 time_train=8007 time_c_quizzes=10804
20240912-22:32:31 nb_c_quizzes 3223
20240912-22:32:31 training model 9 (accuracy 0.9370370507240295)
20240912-22:32:31 training model 6 (accuracy 0.9397741556167603)
20240912-22:34:35 train_loss 920 model 6 0.011909840126916605
20240912-22:34:35 train_loss 920 model 9 0.011460656861931056
20240912-22:34:36 test_loss 920 model 6 0.008794806677522615
20240912-22:34:36 test_loss 920 model 9 0.007483086652678139
20240912-22:35:11 test_accuracy 920 model 6 nb_correct 753 / 806 (93.42%)
20240912-22:35:13 test_accuracy 920 model 9 nb_correct 763 / 804 (94.90%)
20240912-22:35:14 wrote ae_000.pth
20240912-22:35:14 wrote ae_001.pth
20240912-22:35:15 wrote ae_002.pth
20240912-22:35:16 wrote ae_003.pth
20240912-22:35:16 wrote ae_004.pth
20240912-22:35:17 wrote ae_005.pth
20240912-22:35:18 wrote ae_006.pth
20240912-22:35:18 wrote ae_007.pth
20240912-22:35:19 wrote ae_008.pth
20240912-22:35:20 wrote ae_009.pth
20240912-22:35:20 epoch_duration 2min48s next_finish 22:38:08
20240912-22:35:20 wrote state.pth
20240912-22:35:20 --- epoch 921 ----------------------------------------
20240912-22:35:20 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9342 0.9440 0.9442 0.9490
20240912-22:35:20 time_train=8168 time_c_quizzes=10804
20240912-22:35:20 nb_c_quizzes 3223
20240912-22:35:20 training model 6 (accuracy 0.9342432022094727)
20240912-22:35:20 training model 7 (accuracy 0.9439601302146912)
20240912-22:37:23 train_loss 921 model 7 0.01184503021540513
20240912-22:37:23 train_loss 921 model 6 0.011587581927929932
20240912-22:37:25 test_loss 921 model 7 0.008197820308168957
20240912-22:37:25 test_loss 921 model 6 0.00974532573722513
20240912-22:38:03 test_accuracy 921 model 7 nb_correct 736 / 795 (92.58%)
20240912-22:38:07 test_accuracy 921 model 6 nb_correct 744 / 799 (93.12%)
20240912-22:38:08 wrote ae_000.pth
20240912-22:38:09 wrote ae_001.pth
20240912-22:38:09 wrote ae_002.pth
20240912-22:38:10 wrote ae_003.pth
20240912-22:38:11 wrote ae_004.pth
20240912-22:38:12 wrote ae_005.pth
20240912-22:38:12 wrote ae_006.pth
20240912-22:38:13 wrote ae_007.pth
20240912-22:38:14 wrote ae_008.pth
20240912-22:38:14 wrote ae_009.pth
20240912-22:38:14 epoch_duration 2min54s next_finish 22:41:09
20240912-22:38:14 wrote state.pth
20240912-22:38:14 --- epoch 922 ----------------------------------------
20240912-22:38:14 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9312 0.9258 0.9442 0.9490
20240912-22:38:14 time_train=8335 time_c_quizzes=10804
20240912-22:38:14 nb_c_quizzes 3223
20240912-22:38:14 training model 7 (accuracy 0.9257861375808716)
20240912-22:38:14 training model 6 (accuracy 0.9311639666557312)
20240912-22:40:18 train_loss 922 model 7 0.011828848011264199
20240912-22:40:18 train_loss 922 model 6 0.011927173503547238
20240912-22:40:19 test_loss 922 model 7 0.0094218155980343
20240912-22:40:19 test_loss 922 model 6 0.00923491308795974
20240912-22:40:54 test_accuracy 922 model 7 nb_correct 745 / 800 (93.12%)
20240912-22:40:58 test_accuracy 922 model 6 nb_correct 731 / 807 (90.58%)
20240912-22:40:59 wrote ae_000.pth
20240912-22:40:59 wrote ae_001.pth
20240912-22:41:00 wrote ae_002.pth
20240912-22:41:01 wrote ae_003.pth
20240912-22:41:01 wrote ae_004.pth
20240912-22:41:02 wrote ae_005.pth
20240912-22:41:03 wrote ae_006.pth
20240912-22:41:03 wrote ae_007.pth
20240912-22:41:04 wrote ae_008.pth
20240912-22:41:05 wrote ae_009.pth
20240912-22:41:05 epoch_duration 2min50s next_finish 22:43:55
20240912-22:41:05 wrote state.pth
20240912-22:41:05 --- epoch 923 ----------------------------------------
20240912-22:41:05 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9058 0.9312 0.9442 0.9490
20240912-22:41:05 time_train=8498 time_c_quizzes=10804
20240912-22:41:05 nb_c_quizzes 3223
20240912-22:41:05 training model 6 (accuracy 0.9058240652084351)
20240912-22:41:05 training model 7 (accuracy 0.9312499761581421)
20240912-22:43:08 train_loss 923 model 7 0.011666428381442528
20240912-22:43:08 train_loss 923 model 6 0.010904168085105994
20240912-22:43:10 test_loss 923 model 7 0.01033992329727198
20240912-22:43:10 test_loss 923 model 6 0.006582565773595661
20240912-22:43:42 test_accuracy 923 model 6 nb_correct 713 / 765 (93.20%)
20240912-22:43:45 test_accuracy 923 model 7 nb_correct 749 / 779 (96.15%)
20240912-22:43:45 wrote ae_000.pth
20240912-22:43:46 wrote ae_001.pth
20240912-22:43:47 wrote ae_002.pth
20240912-22:43:47 wrote ae_003.pth
20240912-22:43:48 wrote ae_004.pth
20240912-22:43:49 wrote ae_005.pth
20240912-22:43:50 wrote ae_006.pth
20240912-22:43:50 wrote ae_007.pth
20240912-22:43:51 wrote ae_008.pth
20240912-22:43:52 wrote ae_009.pth
20240912-22:43:52 epoch_duration 2min47s next_finish 22:46:39
20240912-22:43:52 wrote state.pth
20240912-22:43:52 --- epoch 924 ----------------------------------------
20240912-22:43:52 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9320 0.9615 0.9442 0.9490
20240912-22:43:52 time_train=8658 time_c_quizzes=10804
20240912-22:43:52 nb_c_quizzes 3223
20240912-22:43:52 training model 6 (accuracy 0.9320261478424072)
20240912-22:43:52 training model 8 (accuracy 0.944168746471405)
20240912-22:45:55 train_loss 924 model 8 0.01161705179051387
20240912-22:45:55 train_loss 924 model 6 0.011550987958697079
20240912-22:45:57 test_loss 924 model 8 0.007367110297298041
20240912-22:45:57 test_loss 924 model 6 0.006842521414853309
20240912-22:46:29 test_accuracy 924 model 6 nb_correct 726 / 785 (92.48%)
20240912-22:46:37 test_accuracy 924 model 8 nb_correct 707 / 790 (89.49%)
20240912-22:46:38 wrote ae_000.pth
20240912-22:46:38 wrote ae_001.pth
20240912-22:46:39 wrote ae_002.pth
20240912-22:46:40 wrote ae_003.pth
20240912-22:46:40 wrote ae_004.pth
20240912-22:46:41 wrote ae_005.pth
20240912-22:46:42 wrote ae_006.pth
20240912-22:46:42 wrote ae_007.pth
20240912-22:46:43 wrote ae_008.pth
20240912-22:46:44 wrote ae_009.pth
20240912-22:46:44 epoch_duration 2min52s next_finish 22:49:36
20240912-22:46:44 wrote state.pth
20240912-22:46:44 --- epoch 925 ----------------------------------------
20240912-22:46:44 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9248 0.9615 0.8949 0.9490
20240912-22:46:44 time_train=8823 time_c_quizzes=10804
20240912-22:46:44 nb_c_quizzes 3223
20240912-22:46:44 training model 8 (accuracy 0.8949366807937622)
20240912-22:46:44 training model 6 (accuracy 0.9248407483100891)
20240912-22:48:47 train_loss 925 model 6 0.012269843870155455
20240912-22:48:47 train_loss 925 model 8 0.011514543607247105
20240912-22:48:49 test_loss 925 model 6 0.009566075812736585
20240912-22:48:49 test_loss 925 model 8 0.00922332809308415
20240912-22:49:23 test_accuracy 925 model 6 nb_correct 757 / 811 (93.34%)
20240912-22:49:24 test_accuracy 925 model 8 nb_correct 770 / 827 (93.11%)
20240912-22:49:25 wrote ae_000.pth
20240912-22:49:25 wrote ae_001.pth
20240912-22:49:26 wrote ae_002.pth
20240912-22:49:27 wrote ae_003.pth
20240912-22:49:27 wrote ae_004.pth
20240912-22:49:28 wrote ae_005.pth
20240912-22:49:29 wrote ae_006.pth
20240912-22:49:29 wrote ae_007.pth
20240912-22:49:30 wrote ae_008.pth
20240912-22:49:31 wrote ae_009.pth
20240912-22:49:31 epoch_duration 2min46s next_finish 22:52:18
20240912-22:49:31 wrote state.pth
20240912-22:49:31 --- epoch 926 ----------------------------------------
20240912-22:49:31 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9334 0.9615 0.9311 0.9490
20240912-22:49:31 time_train=8983 time_c_quizzes=10804
20240912-22:49:31 nb_c_quizzes 3223
20240912-22:49:31 training model 8 (accuracy 0.931076169013977)
20240912-22:49:31 training model 6 (accuracy 0.9334155321121216)
20240912-22:51:34 train_loss 926 model 8 0.010724370742320388
20240912-22:51:34 train_loss 926 model 6 0.011650716079113409
20240912-22:51:36 test_loss 926 model 8 0.009538498970240995
20240912-22:51:36 test_loss 926 model 6 0.0070568554423999785
20240912-22:52:10 test_accuracy 926 model 8 nb_correct 754 / 811 (92.97%)
20240912-22:52:12 test_accuracy 926 model 6 nb_correct 744 / 792 (93.94%)
20240912-22:52:13 wrote ae_000.pth
20240912-22:52:13 wrote ae_001.pth
20240912-22:52:14 wrote ae_002.pth
20240912-22:52:15 wrote ae_003.pth
20240912-22:52:15 wrote ae_004.pth
20240912-22:52:16 wrote ae_005.pth
20240912-22:52:17 wrote ae_006.pth
20240912-22:52:17 wrote ae_007.pth
20240912-22:52:18 wrote ae_008.pth
20240912-22:52:19 wrote ae_009.pth
20240912-22:52:19 epoch_duration 2min48s next_finish 22:55:07
20240912-22:52:19 wrote state.pth
20240912-22:52:19 --- epoch 927 ----------------------------------------
20240912-22:52:19 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9394 0.9615 0.9297 0.9490
20240912-22:52:19 time_train=9144 time_c_quizzes=10804
20240912-22:52:19 nb_c_quizzes 3223
20240912-22:52:19 training model 8 (accuracy 0.9297164082527161)
20240912-22:52:19 training model 6 (accuracy 0.939393937587738)
20240912-22:54:22 train_loss 927 model 8 0.011678621669231688
20240912-22:54:22 train_loss 927 model 6 0.010715248686177802
20240912-22:54:24 test_loss 927 model 8 0.0068748487431491865
20240912-22:54:24 test_loss 927 model 6 0.007194906711072235
20240912-22:54:57 test_accuracy 927 model 6 nb_correct 741 / 792 (93.56%)
20240912-22:54:58 test_accuracy 927 model 8 nb_correct 750 / 788 (95.18%)
20240912-22:54:59 wrote ae_000.pth
20240912-22:54:59 wrote ae_001.pth
20240912-22:55:00 wrote ae_002.pth
20240912-22:55:01 wrote ae_003.pth
20240912-22:55:02 wrote ae_004.pth
20240912-22:55:02 wrote ae_005.pth
20240912-22:55:03 wrote ae_006.pth
20240912-22:55:04 wrote ae_007.pth
20240912-22:55:04 wrote ae_008.pth
20240912-22:55:05 wrote ae_009.pth
20240912-22:55:05 epoch_duration 2min46s next_finish 22:57:51
20240912-22:55:05 wrote state.pth
20240912-22:55:05 --- epoch 928 ----------------------------------------
20240912-22:55:05 current_test_accuracies 0.9471 0.9590 0.9454 0.9478 0.9460 0.9545 0.9356 0.9615 0.9518 0.9490
20240912-22:55:05 time_train=9303 time_c_quizzes=10804
20240912-22:55:05 nb_c_quizzes 3223
20240912-22:55:05 training model 6 (accuracy 0.935606062412262)
20240912-22:55:05 training model 2 (accuracy 0.9454314708709717)
20240912-22:57:09 train_loss 928 model 2 0.011864539860769128
20240912-22:57:09 train_loss 928 model 6 0.011722502566424736
20240912-22:57:10 test_loss 928 model 2 0.008046774514934896
20240912-22:57:10 test_loss 928 model 6 0.008310669048164954
20240912-22:57:44 test_accuracy 928 model 6 nb_correct 727 / 785 (92.61%)
20240912-22:57:45 test_accuracy 928 model 2 nb_correct 732 / 803 (91.16%)
20240912-22:57:46 wrote ae_000.pth
20240912-22:57:46 wrote ae_001.pth
20240912-22:57:47 wrote ae_002.pth
20240912-22:57:48 wrote ae_003.pth
20240912-22:57:48 wrote ae_004.pth
20240912-22:57:49 wrote ae_005.pth
20240912-22:57:50 wrote ae_006.pth
20240912-22:57:51 wrote ae_007.pth
20240912-22:57:51 wrote ae_008.pth
20240912-22:57:52 wrote ae_009.pth
20240912-22:57:52 epoch_duration 2min46s next_finish 23:00:39
20240912-22:57:52 wrote state.pth
20240912-22:57:52 --- epoch 929 ----------------------------------------
20240912-22:57:52 current_test_accuracies 0.9471 0.9590 0.9116 0.9478 0.9460 0.9545 0.9261 0.9615 0.9518 0.9490
20240912-22:57:52 time_train=9462 time_c_quizzes=10804
20240912-22:57:52 nb_c_quizzes 3223
20240912-22:57:52 training model 2 (accuracy 0.9115815758705139)
20240912-22:57:52 training model 6 (accuracy 0.9261146783828735)
20240912-22:59:56 train_loss 929 model 6 0.010851331843592561
20240912-22:59:56 train_loss 929 model 2 0.012209635067199997
20240912-22:59:57 test_loss 929 model 6 0.0055878431607666815
20240912-22:59:57 test_loss 929 model 2 0.007487989595985312
20240912-23:00:30 test_accuracy 929 model 6 nb_correct 734 / 784 (93.62%)
20240912-23:00:34 test_accuracy 929 model 2 nb_correct 723 / 795 (90.94%)
20240912-23:00:35 wrote ae_000.pth
20240912-23:00:36 wrote ae_001.pth
20240912-23:00:36 wrote ae_002.pth
20240912-23:00:37 wrote ae_003.pth
20240912-23:00:38 wrote ae_004.pth
20240912-23:00:38 wrote ae_005.pth
20240912-23:00:39 wrote ae_006.pth
20240912-23:00:40 wrote ae_007.pth
20240912-23:00:40 wrote ae_008.pth
20240912-23:00:41 wrote ae_009.pth
20240912-23:00:41 epoch_duration 2min49s next_finish 23:03:30
20240912-23:00:41 wrote state.pth
20240912-23:00:41 --- epoch 930 ----------------------------------------
20240912-23:00:41 current_test_accuracies 0.9471 0.9590 0.9094 0.9478 0.9460 0.9545 0.9362 0.9615 0.9518 0.9490
20240912-23:00:41 time_train=9624 time_c_quizzes=10804
20240912-23:00:41 nb_c_quizzes 3223
20240912-23:00:41 training model 2 (accuracy 0.9094339609146118)
20240912-23:00:41 training model 6 (accuracy 0.9362244606018066)
20240912-23:02:45 train_loss 930 model 6 0.011752445671307215
20240912-23:02:45 train_loss 930 model 2 0.011298726976339822
20240912-23:02:46 test_loss 930 model 6 0.00858754003623119
20240912-23:02:46 test_loss 930 model 2 0.00764204618169515
20240912-23:03:24 test_accuracy 930 model 2 nb_correct 748 / 807 (92.69%)
20240912-23:03:24 test_accuracy 930 model 6 nb_correct 706 / 772 (91.45%)
20240912-23:03:24 wrote ae_000.pth
20240912-23:03:25 wrote ae_001.pth
20240912-23:03:26 wrote ae_002.pth
20240912-23:03:26 wrote ae_003.pth
20240912-23:03:27 wrote ae_004.pth
20240912-23:03:28 wrote ae_005.pth
20240912-23:03:28 wrote ae_006.pth
20240912-23:03:29 wrote ae_007.pth
20240912-23:03:30 wrote ae_008.pth
20240912-23:03:30 wrote ae_009.pth
20240912-23:03:30 epoch_duration 2min49s next_finish 23:06:20
20240912-23:03:30 wrote state.pth
20240912-23:03:30 --- epoch 931 ----------------------------------------
20240912-23:03:30 current_test_accuracies 0.9471 0.9590 0.9269 0.9478 0.9460 0.9545 0.9145 0.9615 0.9518 0.9490
20240912-23:03:30 time_train=9786 time_c_quizzes=10804
20240912-23:03:30 nb_c_quizzes 3223
20240912-23:03:30 training model 6 (accuracy 0.9145077466964722)
20240912-23:03:30 training model 2 (accuracy 0.9268897175788879)
20240912-23:05:34 train_loss 931 model 6 0.01093824317436156
20240912-23:05:34 train_loss 931 model 2 0.011707766603905838
20240912-23:05:35 test_loss 931 model 6 0.007273711320340226
20240912-23:05:36 test_loss 931 model 2 0.0074516118292933696
20240912-23:06:13 test_accuracy 931 model 2 nb_correct 742 / 795 (93.33%)
20240912-23:06:13 test_accuracy 931 model 6 nb_correct 714 / 775 (92.13%)
20240912-23:06:14 wrote ae_000.pth
20240912-23:06:15 wrote ae_001.pth
20240912-23:06:15 wrote ae_002.pth
20240912-23:06:16 wrote ae_003.pth
20240912-23:06:17 wrote ae_004.pth
20240912-23:06:18 wrote ae_005.pth
20240912-23:06:18 wrote ae_006.pth
20240912-23:06:19 wrote ae_007.pth
20240912-23:06:20 wrote ae_008.pth
20240912-23:06:20 wrote ae_009.pth
20240912-23:06:20 epoch_duration 2min49s next_finish 23:09:10
20240912-23:06:20 wrote state.pth
20240912-23:06:20 --- epoch 932 ----------------------------------------
20240912-23:06:20 current_test_accuracies 0.9471 0.9590 0.9333 0.9478 0.9460 0.9545 0.9213 0.9615 0.9518 0.9490
20240912-23:06:20 time_train=9948 time_c_quizzes=10804
20240912-23:06:20 nb_c_quizzes 3223
20240912-23:06:20 training model 6 (accuracy 0.9212903380393982)
20240912-23:06:20 training model 2 (accuracy 0.9333333373069763)
20240912-23:08:24 train_loss 932 model 2 0.011952372520612698
20240912-23:08:24 train_loss 932 model 6 0.011607056091945196
20240912-23:08:25 test_loss 932 model 2 0.005101490086997273
20240912-23:08:25 test_loss 932 model 6 0.00663330404692033
20240912-23:09:01 test_accuracy 932 model 6 nb_correct 747 / 787 (94.92%)
20240912-23:09:03 test_accuracy 932 model 2 nb_correct 707 / 771 (91.70%)
20240912-23:09:03 wrote ae_000.pth
20240912-23:09:04 wrote ae_001.pth
20240912-23:09:05 wrote ae_002.pth
20240912-23:09:06 wrote ae_003.pth
20240912-23:09:06 wrote ae_004.pth
20240912-23:09:07 wrote ae_005.pth
20240912-23:09:08 wrote ae_006.pth
20240912-23:09:08 wrote ae_007.pth
20240912-23:09:09 wrote ae_008.pth
20240912-23:09:10 wrote ae_009.pth
20240912-23:09:10 epoch_duration 2min49s next_finish 23:11:59
20240912-23:09:10 wrote state.pth
20240912-23:09:10 --- epoch 933 ----------------------------------------
20240912-23:09:10 current_test_accuracies 0.9471 0.9590 0.9170 0.9478 0.9460 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:09:10 time_train=10110 time_c_quizzes=10804
20240912-23:09:10 nb_c_quizzes 3223
20240912-23:09:10 training model 2 (accuracy 0.9169909358024597)
20240912-23:09:10 training model 4 (accuracy 0.9460476636886597)
20240912-23:11:13 train_loss 933 model 2 0.011306491472623748
20240912-23:11:13 train_loss 933 model 4 0.010966209639904264
20240912-23:11:15 test_loss 933 model 2 0.009397657187501806
20240912-23:11:15 test_loss 933 model 4 0.008692695173610331
20240912-23:11:47 test_accuracy 933 model 2 nb_correct 753 / 799 (94.24%)
20240912-23:11:50 test_accuracy 933 model 4 nb_correct 718 / 795 (90.31%)
20240912-23:11:51 wrote ae_000.pth
20240912-23:11:52 wrote ae_001.pth
20240912-23:11:53 wrote ae_002.pth
20240912-23:11:53 wrote ae_003.pth
20240912-23:11:54 wrote ae_004.pth
20240912-23:11:55 wrote ae_005.pth
20240912-23:11:55 wrote ae_006.pth
20240912-23:11:56 wrote ae_007.pth
20240912-23:11:57 wrote ae_008.pth
20240912-23:11:57 wrote ae_009.pth
20240912-23:11:57 epoch_duration 2min47s next_finish 23:14:45
20240912-23:11:57 wrote state.pth
20240912-23:11:57 --- epoch 934 ----------------------------------------
20240912-23:11:57 current_test_accuracies 0.9471 0.9590 0.9424 0.9478 0.9031 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:11:57 time_train=10270 time_c_quizzes=10804
20240912-23:11:57 nb_c_quizzes 3223
20240912-23:11:57 training model 4 (accuracy 0.9031446576118469)
20240912-23:11:58 training model 2 (accuracy 0.9424280524253845)
20240912-23:14:01 train_loss 934 model 4 0.011367722638922714
20240912-23:14:01 train_loss 934 model 2 0.011842290884168506
20240912-23:14:03 test_loss 934 model 4 0.006043482233371833
20240912-23:14:03 test_loss 934 model 2 0.007524295734265251
20240912-23:14:34 test_accuracy 934 model 4 nb_correct 756 / 815 (92.76%)
20240912-23:14:40 test_accuracy 934 model 2 nb_correct 739 / 812 (91.01%)
20240912-23:14:41 wrote ae_000.pth
20240912-23:14:41 wrote ae_001.pth
20240912-23:14:42 wrote ae_002.pth
20240912-23:14:43 wrote ae_003.pth
20240912-23:14:43 wrote ae_004.pth
20240912-23:14:44 wrote ae_005.pth
20240912-23:14:45 wrote ae_006.pth
20240912-23:14:45 wrote ae_007.pth
20240912-23:14:46 wrote ae_008.pth
20240912-23:14:47 wrote ae_009.pth
20240912-23:14:47 epoch_duration 2min49s next_finish 23:17:36
20240912-23:14:47 wrote state.pth
20240912-23:14:47 --- epoch 935 ----------------------------------------
20240912-23:14:47 current_test_accuracies 0.9471 0.9590 0.9101 0.9478 0.9276 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:14:47 time_train=10432 time_c_quizzes=10804
20240912-23:14:47 nb_c_quizzes 3223
20240912-23:14:47 training model 2 (accuracy 0.9100984930992126)
20240912-23:14:47 training model 4 (accuracy 0.9276073575019836)
20240912-23:16:50 train_loss 935 model 2 0.012927308166476905
20240912-23:16:50 train_loss 935 model 4 0.011045433223021973
20240912-23:16:52 test_loss 935 model 2 0.010093915876214509
20240912-23:16:52 test_loss 935 model 4 0.007725081142777412
20240912-23:17:26 test_accuracy 935 model 4 nb_correct 728 / 796 (91.46%)
20240912-23:17:27 test_accuracy 935 model 2 nb_correct 759 / 811 (93.59%)
20240912-23:17:28 wrote ae_000.pth
20240912-23:17:29 wrote ae_001.pth
20240912-23:17:29 wrote ae_002.pth
20240912-23:17:30 wrote ae_003.pth
20240912-23:17:31 wrote ae_004.pth
20240912-23:17:32 wrote ae_005.pth
20240912-23:17:32 wrote ae_006.pth
20240912-23:17:33 wrote ae_007.pth
20240912-23:17:34 wrote ae_008.pth
20240912-23:17:34 wrote ae_009.pth
20240912-23:17:34 epoch_duration 2min47s next_finish 23:20:22
20240912-23:17:34 wrote state.pth
20240912-23:17:34 --- epoch 936 ----------------------------------------
20240912-23:17:34 current_test_accuracies 0.9471 0.9590 0.9359 0.9478 0.9146 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:17:34 time_train=10592 time_c_quizzes=10804
20240912-23:17:34 nb_c_quizzes 3223
20240912-23:17:34 training model 4 (accuracy 0.9145728349685669)
20240912-23:17:34 training model 2 (accuracy 0.9358816146850586)
20240912-23:19:38 train_loss 936 model 2 0.011657067412552352
20240912-23:19:38 train_loss 936 model 4 0.011311321513887378
20240912-23:19:39 test_loss 936 model 2 0.007237467275916743
20240912-23:19:39 test_loss 936 model 4 0.008462031091919186
20240912-23:20:13 test_accuracy 936 model 2 nb_correct 751 / 817 (91.92%)
20240912-23:20:14 test_accuracy 936 model 4 nb_correct 736 / 801 (91.89%)
20240912-23:20:14 wrote ae_000.pth
20240912-23:20:15 wrote ae_001.pth
20240912-23:20:16 wrote ae_002.pth
20240912-23:20:16 wrote ae_003.pth
20240912-23:20:17 wrote ae_004.pth
20240912-23:20:18 wrote ae_005.pth
20240912-23:20:19 wrote ae_006.pth
20240912-23:20:19 wrote ae_007.pth
20240912-23:20:20 wrote ae_008.pth
20240912-23:20:21 wrote ae_009.pth
20240912-23:20:21 epoch_duration 2min46s next_finish 23:23:07
20240912-23:20:21 wrote state.pth
20240912-23:20:21 --- epoch 937 ----------------------------------------
20240912-23:20:21 current_test_accuracies 0.9471 0.9590 0.9192 0.9478 0.9189 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:20:21 time_train=10751 time_c_quizzes=10804
20240912-23:20:21 nb_c_quizzes 3223
20240912-23:20:21 training model 4 (accuracy 0.9188514351844788)
20240912-23:20:21 training model 2 (accuracy 0.9192166328430176)
20240912-23:22:25 train_loss 937 model 4 0.010564825077986825
20240912-23:22:25 train_loss 937 model 2 0.010903530754224448
20240912-23:22:26 test_loss 937 model 4 0.009432916628088605
20240912-23:22:27 test_loss 937 model 2 0.008816181802501433
20240912-23:23:00 test_accuracy 937 model 2 nb_correct 760 / 814 (93.37%)
20240912-23:23:05 test_accuracy 937 model 4 nb_correct 745 / 792 (94.07%)
20240912-23:23:06 wrote ae_000.pth
20240912-23:23:06 wrote ae_001.pth
20240912-23:23:07 wrote ae_002.pth
20240912-23:23:08 wrote ae_003.pth
20240912-23:23:08 wrote ae_004.pth
20240912-23:23:09 wrote ae_005.pth
20240912-23:23:10 wrote ae_006.pth
20240912-23:23:10 wrote ae_007.pth
20240912-23:23:11 wrote ae_008.pth
20240912-23:23:12 wrote ae_009.pth
20240912-23:23:12 epoch_duration 2min51s next_finish 23:26:03
20240912-23:23:12 wrote state.pth
20240912-23:23:12 --- epoch 938 ----------------------------------------
20240912-23:23:12 current_test_accuracies 0.9471 0.9590 0.9337 0.9478 0.9407 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:23:12 time_train=10915 time_c_quizzes=10804
20240912-23:23:12 nb_c_quizzes 3223
20240912-23:23:12 training model 2 (accuracy 0.9336609244346619)
20240912-23:23:12 training model 4 (accuracy 0.9406565427780151)
20240912-23:25:15 train_loss 938 model 4 0.010588918453728183
20240912-23:25:15 train_loss 938 model 2 0.011427853815554044
20240912-23:25:17 test_loss 938 model 4 0.00710208262744203
20240912-23:25:17 test_loss 938 model 2 0.010216352638497028
20240912-23:25:49 test_accuracy 938 model 4 nb_correct 761 / 811 (93.83%)
20240912-23:25:51 test_accuracy 938 model 2 nb_correct 723 / 775 (93.29%)
20240912-23:25:51 wrote ae_000.pth
20240912-23:25:52 wrote ae_001.pth
20240912-23:25:53 wrote ae_002.pth
20240912-23:25:54 wrote ae_003.pth
20240912-23:25:54 wrote ae_004.pth
20240912-23:25:55 wrote ae_005.pth
20240912-23:25:56 wrote ae_006.pth
20240912-23:25:56 wrote ae_007.pth
20240912-23:25:57 wrote ae_008.pth
20240912-23:25:58 wrote ae_009.pth
20240912-23:25:58 epoch_duration 2min45s next_finish 23:28:44
20240912-23:25:58 wrote state.pth
20240912-23:25:58 --- epoch 939 ----------------------------------------
20240912-23:25:58 current_test_accuracies 0.9471 0.9590 0.9329 0.9478 0.9383 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:25:58 time_train=11073 time_c_quizzes=10804
20240912-23:25:58 nb_c_quizzes 3223
20240912-23:25:58 training model 2 (accuracy 0.9329032301902771)
20240912-23:25:58 training model 4 (accuracy 0.9383476972579956)
20240912-23:28:01 train_loss 939 model 4 0.010900020264529303
20240912-23:28:01 train_loss 939 model 2 0.011284288116476091
20240912-23:28:03 test_loss 939 model 4 0.009187976243063644
20240912-23:28:03 test_loss 939 model 2 0.0091981102646173
20240912-23:28:36 test_accuracy 939 model 2 nb_correct 727 / 798 (91.10%)
20240912-23:28:38 test_accuracy 939 model 4 nb_correct 708 / 763 (92.79%)
20240912-23:28:39 wrote ae_000.pth
20240912-23:28:39 wrote ae_001.pth
20240912-23:28:40 wrote ae_002.pth
20240912-23:28:41 wrote ae_003.pth
20240912-23:28:41 wrote ae_004.pth
20240912-23:28:42 wrote ae_005.pth
20240912-23:28:43 wrote ae_006.pth
20240912-23:28:44 wrote ae_007.pth
20240912-23:28:44 wrote ae_008.pth
20240912-23:28:45 wrote ae_009.pth
20240912-23:28:45 epoch_duration 2min47s next_finish 23:31:32
20240912-23:28:45 wrote state.pth
20240912-23:28:45 --- epoch 940 ----------------------------------------
20240912-23:28:45 current_test_accuracies 0.9471 0.9590 0.9110 0.9478 0.9279 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:28:45 time_train=11233 time_c_quizzes=10804
20240912-23:28:45 nb_c_quizzes 3223
20240912-23:28:45 training model 2 (accuracy 0.9110275506973267)
20240912-23:28:45 training model 4 (accuracy 0.9279161095619202)
20240912-23:30:48 train_loss 940 model 2 0.011655290720083939
20240912-23:30:48 train_loss 940 model 4 0.010436280197469842
20240912-23:30:50 test_loss 940 model 2 0.009972527420293887
20240912-23:30:50 test_loss 940 model 4 0.00804383888406619
20240912-23:31:22 test_accuracy 940 model 2 nb_correct 745 / 810 (91.98%)
20240912-23:31:26 test_accuracy 940 model 4 nb_correct 736 / 795 (92.58%)
20240912-23:31:27 wrote ae_000.pth
20240912-23:31:28 wrote ae_001.pth
20240912-23:31:28 wrote ae_002.pth
20240912-23:31:29 wrote ae_003.pth
20240912-23:31:30 wrote ae_004.pth
20240912-23:31:30 wrote ae_005.pth
20240912-23:31:31 wrote ae_006.pth
20240912-23:31:32 wrote ae_007.pth
20240912-23:31:32 wrote ae_008.pth
20240912-23:31:33 wrote ae_009.pth
20240912-23:31:33 epoch_duration 2min48s next_finish 23:34:21
20240912-23:31:33 wrote state.pth
20240912-23:31:33 --- epoch 941 ----------------------------------------
20240912-23:31:33 current_test_accuracies 0.9471 0.9590 0.9198 0.9478 0.9258 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:31:33 time_train=11394 time_c_quizzes=10804
20240912-23:31:33 nb_c_quizzes 3223
20240912-23:31:33 training model 2 (accuracy 0.9197530746459961)
20240912-23:31:33 training model 4 (accuracy 0.9257861375808716)
20240912-23:33:36 train_loss 941 model 4 0.011044871831139972
20240912-23:33:36 train_loss 941 model 2 0.010982979664031518
20240912-23:33:38 test_loss 941 model 4 0.009979551136625275
20240912-23:33:38 test_loss 941 model 2 0.009039371002336339
20240912-23:34:10 test_accuracy 941 model 4 nb_correct 730 / 803 (90.91%)
20240912-23:34:12 test_accuracy 941 model 2 nb_correct 747 / 798 (93.61%)
20240912-23:34:12 wrote ae_000.pth
20240912-23:34:13 wrote ae_001.pth
20240912-23:34:14 wrote ae_002.pth
20240912-23:34:15 wrote ae_003.pth
20240912-23:34:15 wrote ae_004.pth
20240912-23:34:16 wrote ae_005.pth
20240912-23:34:17 wrote ae_006.pth
20240912-23:34:17 wrote ae_007.pth
20240912-23:34:18 wrote ae_008.pth
20240912-23:34:19 wrote ae_009.pth
20240912-23:34:19 epoch_duration 2min45s next_finish 23:37:04
20240912-23:34:19 wrote state.pth
20240912-23:34:19 --- epoch 942 ----------------------------------------
20240912-23:34:19 current_test_accuracies 0.9471 0.9590 0.9361 0.9478 0.9091 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:34:19 time_train=11552 time_c_quizzes=10804
20240912-23:34:19 nb_c_quizzes 3223
20240912-23:34:19 training model 4 (accuracy 0.9090909361839294)
20240912-23:34:19 training model 2 (accuracy 0.9360902309417725)
20240912-23:36:22 train_loss 942 model 4 0.010876524803080883
20240912-23:36:22 train_loss 942 model 2 0.011843268187065405
20240912-23:36:24 test_loss 942 model 4 0.007921796369834056
20240912-23:36:24 test_loss 942 model 2 0.008078596373070467
20240912-23:36:56 test_accuracy 942 model 4 nb_correct 718 / 764 (93.98%)
20240912-23:36:58 test_accuracy 942 model 2 nb_correct 763 / 815 (93.62%)
20240912-23:36:59 wrote ae_000.pth
20240912-23:36:59 wrote ae_001.pth
20240912-23:37:00 wrote ae_002.pth
20240912-23:37:01 wrote ae_003.pth
20240912-23:37:01 wrote ae_004.pth
20240912-23:37:02 wrote ae_005.pth
20240912-23:37:03 wrote ae_006.pth
20240912-23:37:04 wrote ae_007.pth
20240912-23:37:04 wrote ae_008.pth
20240912-23:37:05 wrote ae_009.pth
20240912-23:37:05 epoch_duration 2min46s next_finish 23:39:51
20240912-23:37:05 wrote state.pth
20240912-23:37:05 --- epoch 943 ----------------------------------------
20240912-23:37:05 current_test_accuracies 0.9471 0.9590 0.9362 0.9478 0.9398 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:37:05 time_train=11711 time_c_quizzes=10804
20240912-23:37:05 nb_c_quizzes 3223
20240912-23:37:05 training model 2 (accuracy 0.9361963272094727)
20240912-23:37:05 training model 4 (accuracy 0.9397905468940735)
20240912-23:39:09 train_loss 943 model 4 0.011197514772693467
20240912-23:39:09 train_loss 943 model 2 0.011553446414316567
20240912-23:39:10 test_loss 943 model 4 0.007850927439896793
20240912-23:39:10 test_loss 943 model 2 0.004875168879766534
20240912-23:39:47 test_accuracy 943 model 4 nb_correct 721 / 791 (91.15%)
20240912-23:39:49 test_accuracy 943 model 2 nb_correct 727 / 795 (91.45%)
20240912-23:39:49 wrote ae_000.pth
20240912-23:39:50 wrote ae_001.pth
20240912-23:39:51 wrote ae_002.pth
20240912-23:39:51 wrote ae_003.pth
20240912-23:39:52 wrote ae_004.pth
20240912-23:39:53 wrote ae_005.pth
20240912-23:39:53 wrote ae_006.pth
20240912-23:39:54 wrote ae_007.pth
20240912-23:39:55 wrote ae_008.pth
20240912-23:39:55 wrote ae_009.pth
20240912-23:39:55 epoch_duration 2min50s next_finish 23:42:46
20240912-23:39:55 wrote state.pth
20240912-23:39:55 --- epoch 944 ----------------------------------------
20240912-23:39:55 current_test_accuracies 0.9471 0.9590 0.9145 0.9478 0.9115 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:39:55 time_train=11874 time_c_quizzes=10804
20240912-23:39:55 nb_c_quizzes 3223
20240912-23:39:55 training model 4 (accuracy 0.9115044474601746)
20240912-23:39:55 training model 2 (accuracy 0.9144654273986816)
20240912-23:41:59 train_loss 944 model 4 0.011233219290599663
20240912-23:41:59 train_loss 944 model 2 0.010882137140139093
20240912-23:42:00 test_loss 944 model 4 0.009680214026514023
20240912-23:42:01 test_loss 944 model 2 0.008525204313386325
20240912-23:42:35 test_accuracy 944 model 2 nb_correct 760 / 808 (94.06%)
20240912-23:42:36 test_accuracy 944 model 4 nb_correct 719 / 771 (93.26%)
20240912-23:42:36 wrote ae_000.pth
20240912-23:42:37 wrote ae_001.pth
20240912-23:42:38 wrote ae_002.pth
20240912-23:42:39 wrote ae_003.pth
20240912-23:42:39 wrote ae_004.pth
20240912-23:42:40 wrote ae_005.pth
20240912-23:42:41 wrote ae_006.pth
20240912-23:42:41 wrote ae_007.pth
20240912-23:42:42 wrote ae_008.pth
20240912-23:42:43 wrote ae_009.pth
20240912-23:42:43 epoch_duration 2min47s next_finish 23:45:30
20240912-23:42:43 wrote state.pth
20240912-23:42:43 --- epoch 945 ----------------------------------------
20240912-23:42:43 current_test_accuracies 0.9471 0.9590 0.9406 0.9478 0.9326 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:42:43 time_train=12034 time_c_quizzes=10804
20240912-23:42:43 nb_c_quizzes 3223
20240912-23:42:43 training model 4 (accuracy 0.9325551390647888)
20240912-23:42:43 training model 2 (accuracy 0.9405940771102905)
20240912-23:44:46 train_loss 945 model 4 0.010246077357157447
20240912-23:44:46 train_loss 945 model 2 0.01107262833707864
20240912-23:44:48 test_loss 945 model 4 0.008753940589849662
20240912-23:44:48 test_loss 945 model 2 0.009143724263890363
20240912-23:45:22 test_accuracy 945 model 2 nb_correct 739 / 786 (94.02%)
20240912-23:45:24 test_accuracy 945 model 4 nb_correct 725 / 794 (91.31%)
20240912-23:45:24 wrote ae_000.pth
20240912-23:45:25 wrote ae_001.pth
20240912-23:45:26 wrote ae_002.pth
20240912-23:45:26 wrote ae_003.pth
20240912-23:45:27 wrote ae_004.pth
20240912-23:45:28 wrote ae_005.pth
20240912-23:45:29 wrote ae_006.pth
20240912-23:45:29 wrote ae_007.pth
20240912-23:45:30 wrote ae_008.pth
20240912-23:45:31 wrote ae_009.pth
20240912-23:45:31 epoch_duration 2min47s next_finish 23:48:18
20240912-23:45:31 wrote state.pth
20240912-23:45:31 --- epoch 946 ----------------------------------------
20240912-23:45:31 current_test_accuracies 0.9471 0.9590 0.9402 0.9478 0.9131 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:45:31 time_train=12194 time_c_quizzes=10804
20240912-23:45:31 nb_c_quizzes 3223
20240912-23:45:31 training model 4 (accuracy 0.9130982160568237)
20240912-23:45:31 training model 2 (accuracy 0.9402035474777222)
20240912-23:47:34 train_loss 946 model 2 0.011502223194015641
20240912-23:47:34 train_loss 946 model 4 0.010507959777900396
20240912-23:47:36 test_loss 946 model 2 0.009075036245121737
20240912-23:47:36 test_loss 946 model 4 0.008188431739068847
20240912-23:48:09 test_accuracy 946 model 4 nb_correct 736 / 794 (92.70%)
20240912-23:48:14 test_accuracy 946 model 2 nb_correct 762 / 812 (93.84%)
20240912-23:48:15 wrote ae_000.pth
20240912-23:48:16 wrote ae_001.pth
20240912-23:48:16 wrote ae_002.pth
20240912-23:48:17 wrote ae_003.pth
20240912-23:48:18 wrote ae_004.pth
20240912-23:48:18 wrote ae_005.pth
20240912-23:48:19 wrote ae_006.pth
20240912-23:48:20 wrote ae_007.pth
20240912-23:48:20 wrote ae_008.pth
20240912-23:48:21 wrote ae_009.pth
20240912-23:48:21 epoch_duration 2min50s next_finish 23:51:12
20240912-23:48:21 wrote state.pth
20240912-23:48:21 --- epoch 947 ----------------------------------------
20240912-23:48:21 current_test_accuracies 0.9471 0.9590 0.9384 0.9478 0.9270 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:48:21 time_train=12357 time_c_quizzes=10804
20240912-23:48:21 nb_c_quizzes 3223
20240912-23:48:21 training model 4 (accuracy 0.9269521236419678)
20240912-23:48:21 training model 2 (accuracy 0.9384236335754395)
20240912-23:50:24 train_loss 947 model 4 0.011084332969474416
20240912-23:50:25 train_loss 947 model 2 0.011297796533115616
20240912-23:50:26 test_loss 947 model 4 0.010838463991768776
20240912-23:50:26 test_loss 947 model 2 0.006834912073350097
20240912-23:51:04 test_accuracy 947 model 2 nb_correct 744 / 791 (94.06%)
20240912-23:51:04 test_accuracy 947 model 4 nb_correct 745 / 819 (90.96%)
20240912-23:51:05 wrote ae_000.pth
20240912-23:51:05 wrote ae_001.pth
20240912-23:51:06 wrote ae_002.pth
20240912-23:51:07 wrote ae_003.pth
20240912-23:51:07 wrote ae_004.pth
20240912-23:51:08 wrote ae_005.pth
20240912-23:51:09 wrote ae_006.pth
20240912-23:51:09 wrote ae_007.pth
20240912-23:51:10 wrote ae_008.pth
20240912-23:51:11 wrote ae_009.pth
20240912-23:51:11 epoch_duration 2min49s next_finish 23:54:01
20240912-23:51:11 wrote state.pth
20240912-23:51:11 --- epoch 948 ----------------------------------------
20240912-23:51:11 current_test_accuracies 0.9471 0.9590 0.9406 0.9478 0.9096 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:51:11 time_train=12519 time_c_quizzes=10804
20240912-23:51:11 nb_c_quizzes 3223
20240912-23:51:11 training model 4 (accuracy 0.9096459150314331)
20240912-23:51:11 training model 2 (accuracy 0.9405815601348877)
20240912-23:53:14 train_loss 948 model 2 0.01086638410384876
20240912-23:53:14 train_loss 948 model 4 0.010492489835994092
20240912-23:53:16 test_loss 948 model 2 0.007350325460257068
20240912-23:53:16 test_loss 948 model 4 0.010105355126609084
20240912-23:53:51 test_accuracy 948 model 2 nb_correct 736 / 783 (94.00%)
20240912-23:53:54 test_accuracy 948 model 4 nb_correct 737 / 788 (93.53%)
20240912-23:53:55 wrote ae_000.pth
20240912-23:53:55 wrote ae_001.pth
20240912-23:53:56 wrote ae_002.pth
20240912-23:53:57 wrote ae_003.pth
20240912-23:53:57 wrote ae_004.pth
20240912-23:53:58 wrote ae_005.pth
20240912-23:53:59 wrote ae_006.pth
20240912-23:53:59 wrote ae_007.pth
20240912-23:54:00 wrote ae_008.pth
20240912-23:54:01 wrote ae_009.pth
20240912-23:54:01 epoch_duration 2min49s next_finish 23:56:51
20240912-23:54:01 wrote state.pth
20240912-23:54:01 --- epoch 949 ----------------------------------------
20240912-23:54:01 current_test_accuracies 0.9471 0.9590 0.9400 0.9478 0.9353 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:54:01 time_train=12682 time_c_quizzes=10804
20240912-23:54:01 nb_c_quizzes 3223
20240912-23:54:01 training model 4 (accuracy 0.9352791905403137)
20240912-23:54:01 training model 2 (accuracy 0.9399744868278503)
20240912-23:56:04 train_loss 949 model 4 0.010916406740730963
20240912-23:56:04 train_loss 949 model 2 0.011449954101659386
20240912-23:56:06 test_loss 949 model 4 0.005823880581712615
20240912-23:56:06 test_loss 949 model 2 0.006449082428233765
20240912-23:56:41 test_accuracy 949 model 2 nb_correct 757 / 809 (93.57%)
20240912-23:56:42 test_accuracy 949 model 4 nb_correct 759 / 806 (94.17%)
20240912-23:56:43 wrote ae_000.pth
20240912-23:56:43 wrote ae_001.pth
20240912-23:56:44 wrote ae_002.pth
20240912-23:56:45 wrote ae_003.pth
20240912-23:56:45 wrote ae_004.pth
20240912-23:56:46 wrote ae_005.pth
20240912-23:56:47 wrote ae_006.pth
20240912-23:56:47 wrote ae_007.pth
20240912-23:56:48 wrote ae_008.pth
20240912-23:56:49 wrote ae_009.pth
20240912-23:56:49 epoch_duration 2min47s next_finish 23:59:36
20240912-23:56:49 wrote state.pth
20240912-23:56:49 --- epoch 950 ----------------------------------------
20240912-23:56:49 current_test_accuracies 0.9471 0.9590 0.9357 0.9478 0.9417 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:56:49 time_train=12843 time_c_quizzes=10804
20240912-23:56:49 nb_c_quizzes 3223
20240912-23:56:49 training model 2 (accuracy 0.9357231259346008)
20240912-23:56:49 training model 4 (accuracy 0.9416873455047607)
20240912-23:58:52 train_loss 950 model 4 0.010745102525674156
20240912-23:58:52 train_loss 950 model 2 0.010897971549140493
20240912-23:58:54 test_loss 950 model 4 0.00822079166267713
20240912-23:58:54 test_loss 950 model 2 0.006680289553497687
20240912-23:59:27 test_accuracy 950 model 2 nb_correct 731 / 793 (92.18%)
20240912-23:59:30 test_accuracy 950 model 4 nb_correct 739 / 787 (93.90%)
20240912-23:59:31 wrote ae_000.pth
20240912-23:59:32 wrote ae_001.pth
20240912-23:59:32 wrote ae_002.pth
20240912-23:59:33 wrote ae_003.pth
20240912-23:59:34 wrote ae_004.pth
20240912-23:59:34 wrote ae_005.pth
20240912-23:59:35 wrote ae_006.pth
20240912-23:59:36 wrote ae_007.pth
20240912-23:59:36 wrote ae_008.pth
20240912-23:59:37 wrote ae_009.pth
20240912-23:59:37 epoch_duration 2min48s next_finish 00:02:26
20240912-23:59:37 wrote state.pth
20240912-23:59:37 --- epoch 951 ----------------------------------------
20240912-23:59:37 current_test_accuracies 0.9471 0.9590 0.9218 0.9478 0.9390 0.9545 0.9492 0.9615 0.9518 0.9490
20240912-23:59:37 time_train=13004 time_c_quizzes=10804
20240912-23:59:37 nb_c_quizzes 3223
20240912-23:59:37 training model 2 (accuracy 0.9218158721923828)
20240912-23:59:37 training model 4 (accuracy 0.939008891582489)
20240913-00:01:40 train_loss 951 model 2 0.011063251024104829
20240913-00:01:40 train_loss 951 model 4 0.011460830384590736
20240913-00:01:42 test_loss 951 model 2 0.007924490367329184
20240913-00:01:42 test_loss 951 model 4 0.006196113694750238
20240913-00:02:18 test_accuracy 951 model 4 nb_correct 723 / 805 (89.81%)
20240913-00:02:22 test_accuracy 951 model 2 nb_correct 757 / 797 (94.98%)
20240913-00:02:23 wrote ae_000.pth
20240913-00:02:24 wrote ae_001.pth
20240913-00:02:24 wrote ae_002.pth
20240913-00:02:25 wrote ae_003.pth
20240913-00:02:26 wrote ae_004.pth
20240913-00:02:26 wrote ae_005.pth
20240913-00:02:27 wrote ae_006.pth
20240913-00:02:28 wrote ae_007.pth
20240913-00:02:28 wrote ae_008.pth
20240913-00:02:29 wrote ae_009.pth
20240913-00:02:29 epoch_duration 2min51s next_finish 00:05:21
20240913-00:02:29 wrote state.pth
20240913-00:02:29 --- epoch 952 ----------------------------------------
20240913-00:02:29 current_test_accuracies 0.9471 0.9590 0.9498 0.9478 0.8981 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:02:29 time_train=13169 time_c_quizzes=10804
20240913-00:02:29 nb_c_quizzes 3223
20240913-00:02:29 training model 4 (accuracy 0.8981366753578186)
20240913-00:02:29 training model 0 (accuracy 0.9471094608306885)
20240913-00:04:33 train_loss 952 model 0 0.012214428912087896
20240913-00:04:33 train_loss 952 model 4 0.01085555356554778
20240913-00:04:34 test_loss 952 model 0 0.008407959024793854
20240913-00:04:34 test_loss 952 model 4 0.00851609468913921
20240913-00:05:13 test_accuracy 952 model 4 nb_correct 721 / 782 (92.20%)
20240913-00:05:17 test_accuracy 952 model 0 nb_correct 735 / 808 (90.97%)
20240913-00:05:18 wrote ae_000.pth
20240913-00:05:18 wrote ae_001.pth
20240913-00:05:19 wrote ae_002.pth
20240913-00:05:20 wrote ae_003.pth
20240913-00:05:21 wrote ae_004.pth
20240913-00:05:21 wrote ae_005.pth
20240913-00:05:22 wrote ae_006.pth
20240913-00:05:23 wrote ae_007.pth
20240913-00:05:23 wrote ae_008.pth
20240913-00:05:24 wrote ae_009.pth
20240913-00:05:24 epoch_duration 2min54s next_finish 00:08:19
20240913-00:05:24 wrote state.pth
20240913-00:05:24 --- epoch 953 ----------------------------------------
20240913-00:05:24 current_test_accuracies 0.9097 0.9590 0.9498 0.9478 0.9220 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:05:24 time_train=13336 time_c_quizzes=10804
20240913-00:05:24 nb_c_quizzes 3223
20240913-00:05:24 training model 0 (accuracy 0.9096534848213196)
20240913-00:05:24 training model 4 (accuracy 0.9219948649406433)
20240913-00:07:27 train_loss 953 model 0 0.011294601774246986
20240913-00:07:28 train_loss 953 model 4 0.011119097480899655
20240913-00:07:29 test_loss 953 model 0 0.00910122713794408
20240913-00:07:29 test_loss 953 model 4 0.006030854089979698
20240913-00:08:02 test_accuracy 953 model 4 nb_correct 730 / 786 (92.88%)
20240913-00:08:06 test_accuracy 953 model 0 nb_correct 738 / 804 (91.79%)
20240913-00:08:07 wrote ae_000.pth
20240913-00:08:08 wrote ae_001.pth
20240913-00:08:08 wrote ae_002.pth
20240913-00:08:09 wrote ae_003.pth
20240913-00:08:10 wrote ae_004.pth
20240913-00:08:10 wrote ae_005.pth
20240913-00:08:11 wrote ae_006.pth
20240913-00:08:12 wrote ae_007.pth
20240913-00:08:12 wrote ae_008.pth
20240913-00:08:13 wrote ae_009.pth
20240913-00:08:13 epoch_duration 2min49s next_finish 00:11:02
20240913-00:08:13 wrote state.pth
20240913-00:08:13 --- epoch 954 ----------------------------------------
20240913-00:08:13 current_test_accuracies 0.9179 0.9590 0.9498 0.9478 0.9288 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:08:13 time_train=13498 time_c_quizzes=10804
20240913-00:08:13 nb_c_quizzes 3223
20240913-00:08:13 training model 0 (accuracy 0.9179104566574097)
20240913-00:08:13 training model 4 (accuracy 0.9287531971931458)
20240913-00:10:17 train_loss 954 model 0 0.012718117805754445
20240913-00:10:17 train_loss 954 model 4 0.010123350194181513
20240913-00:10:18 test_loss 954 model 0 0.008162488072673568
20240913-00:10:18 test_loss 954 model 4 0.007257642828560051
20240913-00:10:53 test_accuracy 954 model 4 nb_correct 725 / 791 (91.66%)
20240913-00:10:56 test_accuracy 954 model 0 nb_correct 747 / 810 (92.22%)
20240913-00:10:57 wrote ae_000.pth
20240913-00:10:58 wrote ae_001.pth
20240913-00:10:59 wrote ae_002.pth
20240913-00:10:59 wrote ae_003.pth
20240913-00:11:00 wrote ae_004.pth
20240913-00:11:01 wrote ae_005.pth
20240913-00:11:01 wrote ae_006.pth
20240913-00:11:02 wrote ae_007.pth
20240913-00:11:03 wrote ae_008.pth
20240913-00:11:03 wrote ae_009.pth
20240913-00:11:03 epoch_duration 2min50s next_finish 00:13:54
20240913-00:11:03 wrote state.pth
20240913-00:11:03 --- epoch 955 ----------------------------------------
20240913-00:11:03 current_test_accuracies 0.9222 0.9590 0.9498 0.9478 0.9166 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:11:03 time_train=13661 time_c_quizzes=10804
20240913-00:11:03 nb_c_quizzes 3223
20240913-00:11:03 training model 4 (accuracy 0.9165613055229187)
20240913-00:11:03 training model 0 (accuracy 0.9222221970558167)
20240913-00:13:07 train_loss 955 model 4 0.01114912860410368
20240913-00:13:08 train_loss 955 model 0 0.010875679585260513
20240913-00:13:09 test_loss 955 model 4 0.00815388090124145
20240913-00:13:09 test_loss 955 model 0 0.007381159774718071
20240913-00:13:42 test_accuracy 955 model 4 nb_correct 756 / 816 (92.65%)
20240913-00:13:45 test_accuracy 955 model 0 nb_correct 755 / 807 (93.56%)
20240913-00:13:46 wrote ae_000.pth
20240913-00:13:47 wrote ae_001.pth
20240913-00:13:47 wrote ae_002.pth
20240913-00:13:48 wrote ae_003.pth
20240913-00:13:49 wrote ae_004.pth
20240913-00:13:50 wrote ae_005.pth
20240913-00:13:50 wrote ae_006.pth
20240913-00:13:51 wrote ae_007.pth
20240913-00:13:52 wrote ae_008.pth
20240913-00:13:52 wrote ae_009.pth
20240913-00:13:52 epoch_duration 2min48s next_finish 00:16:41
20240913-00:13:52 wrote state.pth
20240913-00:13:52 --- epoch 956 ----------------------------------------
20240913-00:13:52 current_test_accuracies 0.9356 0.9590 0.9498 0.9478 0.9265 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:13:52 time_train=13822 time_c_quizzes=10804
20240913-00:13:52 nb_c_quizzes 3223
20240913-00:13:52 training model 4 (accuracy 0.9264705777168274)
20240913-00:13:52 training model 0 (accuracy 0.9355638027191162)
20240913-00:15:56 train_loss 956 model 0 0.011381689515273137
20240913-00:15:56 train_loss 956 model 4 0.010797574194610205
20240913-00:15:57 test_loss 956 model 0 0.007992365839706394
20240913-00:15:57 test_loss 956 model 4 0.010104471600017461
20240913-00:16:32 test_accuracy 956 model 4 nb_correct 733 / 798 (91.85%)
20240913-00:16:33 test_accuracy 956 model 0 nb_correct 758 / 814 (93.12%)
20240913-00:16:34 wrote ae_000.pth
20240913-00:16:35 wrote ae_001.pth
20240913-00:16:36 wrote ae_002.pth
20240913-00:16:36 wrote ae_003.pth
20240913-00:16:37 wrote ae_004.pth
20240913-00:16:38 wrote ae_005.pth
20240913-00:16:38 wrote ae_006.pth
20240913-00:16:39 wrote ae_007.pth
20240913-00:16:40 wrote ae_008.pth
20240913-00:16:41 wrote ae_009.pth
20240913-00:16:41 epoch_duration 2min48s next_finish 00:19:29
20240913-00:16:41 wrote state.pth
20240913-00:16:41 --- epoch 957 ----------------------------------------
20240913-00:16:41 current_test_accuracies 0.9312 0.9590 0.9498 0.9478 0.9185 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:16:41 time_train=13983 time_c_quizzes=10804
20240913-00:16:41 nb_c_quizzes 3223
20240913-00:16:41 training model 4 (accuracy 0.9185463786125183)
20240913-00:16:41 training model 0 (accuracy 0.9312039017677307)
20240913-00:18:44 train_loss 957 model 4 0.011066212600449035
20240913-00:18:44 train_loss 957 model 0 0.011765929525245156
20240913-00:18:45 test_loss 957 model 4 0.008201930060204176
20240913-00:18:46 test_loss 957 model 0 0.006132779897700402
20240913-00:19:19 test_accuracy 957 model 4 nb_correct 710 / 776 (91.49%)
20240913-00:19:22 test_accuracy 957 model 0 nb_correct 711 / 779 (91.27%)
20240913-00:19:22 wrote ae_000.pth
20240913-00:19:23 wrote ae_001.pth
20240913-00:19:24 wrote ae_002.pth
20240913-00:19:24 wrote ae_003.pth
20240913-00:19:25 wrote ae_004.pth
20240913-00:19:26 wrote ae_005.pth
20240913-00:19:27 wrote ae_006.pth
20240913-00:19:27 wrote ae_007.pth
20240913-00:19:28 wrote ae_008.pth
20240913-00:19:29 wrote ae_009.pth
20240913-00:19:29 epoch_duration 2min48s next_finish 00:22:17
20240913-00:19:29 wrote state.pth
20240913-00:19:29 --- epoch 958 ----------------------------------------
20240913-00:19:29 current_test_accuracies 0.9127 0.9590 0.9498 0.9478 0.9149 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:19:29 time_train=14144 time_c_quizzes=10804
20240913-00:19:29 nb_c_quizzes 3223
20240913-00:19:29 training model 0 (accuracy 0.912708580493927)
20240913-00:19:29 training model 4 (accuracy 0.9149484634399414)
20240913-00:21:32 train_loss 958 model 0 0.011345911612075724
20240913-00:21:33 train_loss 958 model 4 0.01067598620715853
20240913-00:21:34 test_loss 958 model 0 0.009696439615809993
20240913-00:21:34 test_loss 958 model 4 0.008526440894689813
20240913-00:22:09 test_accuracy 958 model 4 nb_correct 750 / 805 (93.17%)
20240913-00:22:10 test_accuracy 958 model 0 nb_correct 743 / 802 (92.64%)
20240913-00:22:10 wrote ae_000.pth
20240913-00:22:11 wrote ae_001.pth
20240913-00:22:12 wrote ae_002.pth
20240913-00:22:13 wrote ae_003.pth
20240913-00:22:13 wrote ae_004.pth
20240913-00:22:14 wrote ae_005.pth
20240913-00:22:15 wrote ae_006.pth
20240913-00:22:15 wrote ae_007.pth
20240913-00:22:16 wrote ae_008.pth
20240913-00:22:17 wrote ae_009.pth
20240913-00:22:17 epoch_duration 2min48s next_finish 00:25:05
20240913-00:22:17 wrote state.pth
20240913-00:22:17 --- epoch 959 ----------------------------------------
20240913-00:22:17 current_test_accuracies 0.9264 0.9590 0.9498 0.9478 0.9317 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:22:17 time_train=14304 time_c_quizzes=10804
20240913-00:22:17 nb_c_quizzes 3223
20240913-00:22:17 training model 0 (accuracy 0.9264339208602905)
20240913-00:22:17 training model 4 (accuracy 0.9316770434379578)
20240913-00:24:20 train_loss 959 model 0 0.012047554170858349
20240913-00:24:21 train_loss 959 model 4 0.010971196980688547
20240913-00:24:22 test_loss 959 model 0 0.008775761979086383
20240913-00:24:22 test_loss 959 model 4 0.006404126865798077
20240913-00:24:54 test_accuracy 959 model 4 nb_correct 769 / 808 (95.17%)
20240913-00:24:58 test_accuracy 959 model 0 nb_correct 768 / 821 (93.54%)
20240913-00:24:59 wrote ae_000.pth
20240913-00:24:59 wrote ae_001.pth
20240913-00:25:00 wrote ae_002.pth
20240913-00:25:01 wrote ae_003.pth
20240913-00:25:01 wrote ae_004.pth
20240913-00:25:02 wrote ae_005.pth
20240913-00:25:03 wrote ae_006.pth
20240913-00:25:03 wrote ae_007.pth
20240913-00:25:04 wrote ae_008.pth
20240913-00:25:05 wrote ae_009.pth
20240913-00:25:05 epoch_duration 2min48s next_finish 00:27:53
20240913-00:25:05 wrote state.pth
20240913-00:25:05 --- epoch 960 ----------------------------------------
20240913-00:25:05 current_test_accuracies 0.9354 0.9590 0.9498 0.9478 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:25:05 time_train=14465 time_c_quizzes=10804
20240913-00:25:05 nb_c_quizzes 3223
20240913-00:25:05 training model 0 (accuracy 0.9354445934295654)
20240913-00:25:05 training model 3 (accuracy 0.9478371739387512)
20240913-00:27:08 train_loss 960 model 3 0.01125807125511892
20240913-00:27:08 train_loss 960 model 0 0.011701284790779027
20240913-00:27:10 test_loss 960 model 3 0.00821636573311224
20240913-00:27:10 test_loss 960 model 0 0.008733635434350618
20240913-00:27:44 test_accuracy 960 model 0 nb_correct 718 / 822 (87.35%)
20240913-00:27:45 test_accuracy 960 model 3 nb_correct 736 / 804 (91.54%)
20240913-00:27:45 wrote ae_000.pth
20240913-00:27:46 wrote ae_001.pth
20240913-00:27:47 wrote ae_002.pth
20240913-00:27:48 wrote ae_003.pth
20240913-00:27:48 wrote ae_004.pth
20240913-00:27:49 wrote ae_005.pth
20240913-00:27:50 wrote ae_006.pth
20240913-00:27:50 wrote ae_007.pth
20240913-00:27:51 wrote ae_008.pth
20240913-00:27:52 wrote ae_009.pth
20240913-00:27:52 epoch_duration 2min46s next_finish 00:30:39
20240913-00:27:52 wrote state.pth
20240913-00:27:52 --- epoch 961 ----------------------------------------
20240913-00:27:52 current_test_accuracies 0.8735 0.9590 0.9498 0.9154 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:27:52 time_train=14624 time_c_quizzes=10804
20240913-00:27:52 nb_c_quizzes 3223
20240913-00:27:52 training model 0 (accuracy 0.8734793066978455)
20240913-00:27:52 training model 3 (accuracy 0.9154228568077087)
20240913-00:29:55 train_loss 961 model 0 0.011151802678772584
20240913-00:29:55 train_loss 961 model 3 0.010549000919781974
20240913-00:29:57 test_loss 961 model 0 0.007820447091091864
20240913-00:29:57 test_loss 961 model 3 0.0062673022806098546
20240913-00:30:30 test_accuracy 961 model 0 nb_correct 724 / 788 (91.88%)
20240913-00:30:31 test_accuracy 961 model 3 nb_correct 742 / 794 (93.45%)
20240913-00:30:31 wrote ae_000.pth
20240913-00:30:32 wrote ae_001.pth
20240913-00:30:33 wrote ae_002.pth
20240913-00:30:33 wrote ae_003.pth
20240913-00:30:34 wrote ae_004.pth
20240913-00:30:35 wrote ae_005.pth
20240913-00:30:35 wrote ae_006.pth
20240913-00:30:36 wrote ae_007.pth
20240913-00:30:37 wrote ae_008.pth
20240913-00:30:38 wrote ae_009.pth
20240913-00:30:38 epoch_duration 2min45s next_finish 00:33:23
20240913-00:30:38 wrote state.pth
20240913-00:30:38 --- epoch 962 ----------------------------------------
20240913-00:30:38 current_test_accuracies 0.9188 0.9590 0.9498 0.9345 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:30:38 time_train=14782 time_c_quizzes=10804
20240913-00:30:38 nb_c_quizzes 3223
20240913-00:30:38 training model 0 (accuracy 0.9187816977500916)
20240913-00:30:38 training model 3 (accuracy 0.9345088005065918)
20240913-00:32:41 train_loss 962 model 3 0.010534009018854703
20240913-00:32:41 train_loss 962 model 0 0.011441792537258152
20240913-00:32:42 test_loss 962 model 3 0.006020758482372912
20240913-00:32:42 test_loss 962 model 0 0.006047319108438387
20240913-00:33:16 test_accuracy 962 model 3 nb_correct 742 / 793 (93.57%)
20240913-00:33:18 test_accuracy 962 model 0 nb_correct 745 / 802 (92.89%)
20240913-00:33:18 wrote ae_000.pth
20240913-00:33:19 wrote ae_001.pth
20240913-00:33:20 wrote ae_002.pth
20240913-00:33:20 wrote ae_003.pth
20240913-00:33:21 wrote ae_004.pth
20240913-00:33:22 wrote ae_005.pth
20240913-00:33:22 wrote ae_006.pth
20240913-00:33:23 wrote ae_007.pth
20240913-00:33:24 wrote ae_008.pth
20240913-00:33:25 wrote ae_009.pth
20240913-00:33:25 epoch_duration 2min46s next_finish 00:36:12
20240913-00:33:25 wrote state.pth
20240913-00:33:25 --- epoch 963 ----------------------------------------
20240913-00:33:25 current_test_accuracies 0.9289 0.9590 0.9498 0.9357 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:33:25 time_train=14941 time_c_quizzes=10804
20240913-00:33:25 nb_c_quizzes 3223
20240913-00:33:25 training model 0 (accuracy 0.9289276599884033)
20240913-00:33:25 training model 3 (accuracy 0.935687243938446)
20240913-00:35:28 train_loss 963 model 3 0.011115927381528308
20240913-00:35:28 train_loss 963 model 0 0.01170190308337078
20240913-00:35:30 test_loss 963 model 3 0.006125180183926204
20240913-00:35:30 test_loss 963 model 0 0.009396976060816086
20240913-00:36:06 test_accuracy 963 model 3 nb_correct 739 / 816 (90.56%)
20240913-00:36:10 test_accuracy 963 model 0 nb_correct 727 / 813 (89.42%)
20240913-00:36:10 wrote ae_000.pth
20240913-00:36:11 wrote ae_001.pth
20240913-00:36:12 wrote ae_002.pth
20240913-00:36:13 wrote ae_003.pth
20240913-00:36:13 wrote ae_004.pth
20240913-00:36:14 wrote ae_005.pth
20240913-00:36:15 wrote ae_006.pth
20240913-00:36:15 wrote ae_007.pth
20240913-00:36:16 wrote ae_008.pth
20240913-00:36:17 wrote ae_009.pth
20240913-00:36:17 epoch_duration 2min52s next_finish 00:39:09
20240913-00:36:17 wrote state.pth
20240913-00:36:17 --- epoch 964 ----------------------------------------
20240913-00:36:17 current_test_accuracies 0.8942 0.9590 0.9498 0.9056 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:36:17 time_train=15106 time_c_quizzes=10804
20240913-00:36:17 nb_c_quizzes 3223
20240913-00:36:17 training model 0 (accuracy 0.894218921661377)
20240913-00:36:17 training model 3 (accuracy 0.905637264251709)
20240913-00:38:20 train_loss 964 model 3 0.010758042732406466
20240913-00:38:20 train_loss 964 model 0 0.01197541303478647
20240913-00:38:22 test_loss 964 model 3 0.007760076161196139
20240913-00:38:22 test_loss 964 model 0 0.007215964565364175
20240913-00:38:54 test_accuracy 964 model 0 nb_correct 740 / 808 (91.58%)
20240913-00:38:55 test_accuracy 964 model 3 nb_correct 754 / 816 (92.40%)
20240913-00:38:56 wrote ae_000.pth
20240913-00:38:57 wrote ae_001.pth
20240913-00:38:58 wrote ae_002.pth
20240913-00:38:58 wrote ae_003.pth
20240913-00:38:59 wrote ae_004.pth
20240913-00:39:00 wrote ae_005.pth
20240913-00:39:00 wrote ae_006.pth
20240913-00:39:01 wrote ae_007.pth
20240913-00:39:02 wrote ae_008.pth
20240913-00:39:02 wrote ae_009.pth
20240913-00:39:02 epoch_duration 2min45s next_finish 00:41:48
20240913-00:39:02 wrote state.pth
20240913-00:39:02 --- epoch 965 ----------------------------------------
20240913-00:39:02 current_test_accuracies 0.9158 0.9590 0.9498 0.9240 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:39:02 time_train=15264 time_c_quizzes=10804
20240913-00:39:02 nb_c_quizzes 3223
20240913-00:39:02 training model 0 (accuracy 0.9158415794372559)
20240913-00:39:02 training model 3 (accuracy 0.9240196347236633)
20240913-00:41:06 train_loss 965 model 3 0.010810476998765807
20240913-00:41:06 train_loss 965 model 0 0.011739103839372546
20240913-00:41:07 test_loss 965 model 3 0.008257272396959791
20240913-00:41:07 test_loss 965 model 0 0.008876829681616983
20240913-00:41:42 test_accuracy 965 model 3 nb_correct 720 / 804 (89.55%)
20240913-00:41:46 test_accuracy 965 model 0 nb_correct 737 / 790 (93.29%)
20240913-00:41:47 wrote ae_000.pth
20240913-00:41:47 wrote ae_001.pth
20240913-00:41:48 wrote ae_002.pth
20240913-00:41:49 wrote ae_003.pth
20240913-00:41:50 wrote ae_004.pth
20240913-00:41:50 wrote ae_005.pth
20240913-00:41:51 wrote ae_006.pth
20240913-00:41:52 wrote ae_007.pth
20240913-00:41:52 wrote ae_008.pth
20240913-00:41:53 wrote ae_009.pth
20240913-00:41:53 epoch_duration 2min50s next_finish 00:44:44
20240913-00:41:53 wrote state.pth
20240913-00:41:53 --- epoch 966 ----------------------------------------
20240913-00:41:53 current_test_accuracies 0.9329 0.9590 0.9498 0.8955 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:41:53 time_train=15427 time_c_quizzes=10804
20240913-00:41:53 nb_c_quizzes 3223
20240913-00:41:53 training model 3 (accuracy 0.89552241563797)
20240913-00:41:53 training model 0 (accuracy 0.9329113960266113)
20240913-00:43:56 train_loss 966 model 0 0.012052932426695407
20240913-00:43:56 train_loss 966 model 3 0.011131053859680834
20240913-00:43:58 test_loss 966 model 0 0.006176450310954351
20240913-00:43:58 test_loss 966 model 3 0.011369801453082574
20240913-00:44:31 test_accuracy 966 model 3 nb_correct 740 / 805 (91.93%)
20240913-00:44:35 test_accuracy 966 model 0 nb_correct 740 / 798 (92.73%)
20240913-00:44:36 wrote ae_000.pth
20240913-00:44:37 wrote ae_001.pth
20240913-00:44:37 wrote ae_002.pth
20240913-00:44:38 wrote ae_003.pth
20240913-00:44:39 wrote ae_004.pth
20240913-00:44:39 wrote ae_005.pth
20240913-00:44:40 wrote ae_006.pth
20240913-00:44:41 wrote ae_007.pth
20240913-00:44:41 wrote ae_008.pth
20240913-00:44:42 wrote ae_009.pth
20240913-00:44:42 epoch_duration 2min49s next_finish 00:47:31
20240913-00:44:42 wrote state.pth
20240913-00:44:42 --- epoch 967 ----------------------------------------
20240913-00:44:42 current_test_accuracies 0.9273 0.9590 0.9498 0.9193 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:44:42 time_train=15589 time_c_quizzes=10804
20240913-00:44:42 nb_c_quizzes 3223
20240913-00:44:42 training model 3 (accuracy 0.9192546606063843)
20240913-00:44:42 training model 0 (accuracy 0.927318274974823)
20240913-00:46:45 train_loss 967 model 3 0.009875012945733487
20240913-00:46:46 train_loss 967 model 0 0.011115028009455272
20240913-00:46:47 test_loss 967 model 3 0.007928161433574133
20240913-00:46:47 test_loss 967 model 0 0.007275455391368269
20240913-00:47:21 test_accuracy 967 model 3 nb_correct 731 / 791 (92.41%)
20240913-00:47:25 test_accuracy 967 model 0 nb_correct 708 / 776 (91.24%)
20240913-00:47:25 wrote ae_000.pth
20240913-00:47:26 wrote ae_001.pth
20240913-00:47:27 wrote ae_002.pth
20240913-00:47:27 wrote ae_003.pth
20240913-00:47:28 wrote ae_004.pth
20240913-00:47:29 wrote ae_005.pth
20240913-00:47:30 wrote ae_006.pth
20240913-00:47:30 wrote ae_007.pth
20240913-00:47:31 wrote ae_008.pth
20240913-00:47:32 wrote ae_009.pth
20240913-00:47:32 epoch_duration 2min49s next_finish 00:50:21
20240913-00:47:32 wrote state.pth
20240913-00:47:32 --- epoch 968 ----------------------------------------
20240913-00:47:32 current_test_accuracies 0.9124 0.9590 0.9498 0.9241 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:47:32 time_train=15751 time_c_quizzes=10804
20240913-00:47:32 nb_c_quizzes 3223
20240913-00:47:32 training model 0 (accuracy 0.9123711585998535)
20240913-00:47:32 training model 3 (accuracy 0.9241466522216797)
20240913-00:49:35 train_loss 968 model 3 0.011315745840660384
20240913-00:49:35 train_loss 968 model 0 0.012077059645507688
20240913-00:49:37 test_loss 968 model 3 0.006691611308042411
20240913-00:49:37 test_loss 968 model 0 0.010610327275082909
20240913-00:50:13 test_accuracy 968 model 3 nb_correct 739 / 815 (90.67%)
20240913-00:50:15 test_accuracy 968 model 0 nb_correct 750 / 808 (92.82%)
20240913-00:50:16 wrote ae_000.pth
20240913-00:50:16 wrote ae_001.pth
20240913-00:50:17 wrote ae_002.pth
20240913-00:50:18 wrote ae_003.pth
20240913-00:50:18 wrote ae_004.pth
20240913-00:50:19 wrote ae_005.pth
20240913-00:50:20 wrote ae_006.pth
20240913-00:50:20 wrote ae_007.pth
20240913-00:50:21 wrote ae_008.pth
20240913-00:50:22 wrote ae_009.pth
20240913-00:50:22 epoch_duration 2min50s next_finish 00:53:12
20240913-00:50:22 wrote state.pth
20240913-00:50:22 --- epoch 969 ----------------------------------------
20240913-00:50:22 current_test_accuracies 0.9282 0.9590 0.9498 0.9067 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:50:22 time_train=15914 time_c_quizzes=10804
20240913-00:50:22 nb_c_quizzes 3223
20240913-00:50:22 training model 3 (accuracy 0.9067484736442566)
20240913-00:50:22 training model 0 (accuracy 0.9282178282737732)
20240913-00:52:26 train_loss 969 model 0 0.011709874719690561
20240913-00:52:26 train_loss 969 model 3 0.01079463062845207
20240913-00:52:27 test_loss 969 model 0 0.009961532792601702
20240913-00:52:27 test_loss 969 model 3 0.01202017018706556
20240913-00:53:01 test_accuracy 969 model 0 nb_correct 747 / 822 (90.88%)
20240913-00:53:05 test_accuracy 969 model 3 nb_correct 723 / 808 (89.48%)
20240913-00:53:06 wrote ae_000.pth
20240913-00:53:07 wrote ae_001.pth
20240913-00:53:07 wrote ae_002.pth
20240913-00:53:08 wrote ae_003.pth
20240913-00:53:09 wrote ae_004.pth
20240913-00:53:09 wrote ae_005.pth
20240913-00:53:10 wrote ae_006.pth
20240913-00:53:11 wrote ae_007.pth
20240913-00:53:11 wrote ae_008.pth
20240913-00:53:12 wrote ae_009.pth
20240913-00:53:12 epoch_duration 2min50s next_finish 00:56:02
20240913-00:53:12 wrote state.pth
20240913-00:53:12 --- epoch 970 ----------------------------------------
20240913-00:53:12 current_test_accuracies 0.9088 0.9590 0.9498 0.8948 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:53:12 time_train=16077 time_c_quizzes=10804
20240913-00:53:12 nb_c_quizzes 3223
20240913-00:53:12 training model 3 (accuracy 0.8948019742965698)
20240913-00:53:12 training model 0 (accuracy 0.9087591171264648)
20240913-00:55:16 train_loss 970 model 0 0.01135087967443178
20240913-00:55:16 train_loss 970 model 3 0.01119607594412355
20240913-00:55:17 test_loss 970 model 0 0.007548054577722496
20240913-00:55:17 test_loss 970 model 3 0.010529331867140002
20240913-00:55:52 test_accuracy 970 model 3 nb_correct 744 / 797 (93.35%)
20240913-00:55:53 test_accuracy 970 model 0 nb_correct 732 / 790 (92.66%)
20240913-00:55:53 wrote ae_000.pth
20240913-00:55:54 wrote ae_001.pth
20240913-00:55:55 wrote ae_002.pth
20240913-00:55:56 wrote ae_003.pth
20240913-00:55:56 wrote ae_004.pth
20240913-00:55:57 wrote ae_005.pth
20240913-00:55:58 wrote ae_006.pth
20240913-00:55:58 wrote ae_007.pth
20240913-00:55:59 wrote ae_008.pth
20240913-00:56:00 wrote ae_009.pth
20240913-00:56:00 epoch_duration 2min47s next_finish 00:58:48
20240913-00:56:00 wrote state.pth
20240913-00:56:00 --- epoch 971 ----------------------------------------
20240913-00:56:00 current_test_accuracies 0.9266 0.9590 0.9498 0.9335 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:56:00 time_train=16237 time_c_quizzes=10804
20240913-00:56:00 nb_c_quizzes 3223
20240913-00:56:00 training model 0 (accuracy 0.9265822768211365)
20240913-00:56:00 training model 3 (accuracy 0.9335006475448608)
20240913-00:58:04 train_loss 971 model 0 0.011111484325829224
20240913-00:58:04 train_loss 971 model 3 0.010932305715101393
20240913-00:58:05 test_loss 971 model 0 0.005570130833214648
20240913-00:58:05 test_loss 971 model 3 0.00966927074887991
20240913-00:58:39 test_accuracy 971 model 0 nb_correct 763 / 804 (94.90%)
20240913-00:58:41 test_accuracy 971 model 3 nb_correct 733 / 789 (92.90%)
20240913-00:58:42 wrote ae_000.pth
20240913-00:58:42 wrote ae_001.pth
20240913-00:58:43 wrote ae_002.pth
20240913-00:58:44 wrote ae_003.pth
20240913-00:58:44 wrote ae_004.pth
20240913-00:58:45 wrote ae_005.pth
20240913-00:58:46 wrote ae_006.pth
20240913-00:58:46 wrote ae_007.pth
20240913-00:58:47 wrote ae_008.pth
20240913-00:58:48 wrote ae_009.pth
20240913-00:58:48 epoch_duration 2min48s next_finish 01:01:36
20240913-00:58:48 wrote state.pth
20240913-00:58:48 --- epoch 972 ----------------------------------------
20240913-00:58:48 current_test_accuracies 0.9490 0.9590 0.9498 0.9290 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-00:58:48 time_train=16398 time_c_quizzes=10804
20240913-00:58:48 nb_c_quizzes 3223
20240913-00:58:48 training model 3 (accuracy 0.9290241003036499)
20240913-00:58:48 training model 0 (accuracy 0.9490049481391907)
20240913-01:00:51 train_loss 972 model 0 0.011801592332582003
20240913-01:00:51 train_loss 972 model 3 0.010460221189252479
20240913-01:00:53 test_loss 972 model 0 0.006619992090631399
20240913-01:00:53 test_loss 972 model 3 0.009121500650599046
20240913-01:01:27 test_accuracy 972 model 3 nb_correct 754 / 802 (94.01%)
20240913-01:01:28 test_accuracy 972 model 0 nb_correct 766 / 817 (93.76%)
20240913-01:01:29 wrote ae_000.pth
20240913-01:01:29 wrote ae_001.pth
20240913-01:01:30 wrote ae_002.pth
20240913-01:01:31 wrote ae_003.pth
20240913-01:01:32 wrote ae_004.pth
20240913-01:01:32 wrote ae_005.pth
20240913-01:01:33 wrote ae_006.pth
20240913-01:01:34 wrote ae_007.pth
20240913-01:01:34 wrote ae_008.pth
20240913-01:01:35 wrote ae_009.pth
20240913-01:01:35 epoch_duration 2min47s next_finish 01:04:22
20240913-01:01:35 wrote state.pth
20240913-01:01:35 --- epoch 973 ----------------------------------------
20240913-01:01:35 current_test_accuracies 0.9376 0.9590 0.9498 0.9401 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:01:35 time_train=16558 time_c_quizzes=10804
20240913-01:01:35 nb_c_quizzes 3223
20240913-01:01:35 training model 0 (accuracy 0.9375764727592468)
20240913-01:01:35 training model 3 (accuracy 0.9401496052742004)
20240913-01:03:38 train_loss 973 model 0 0.011737342614973386
20240913-01:03:38 train_loss 973 model 3 0.011467823131142722
20240913-01:03:40 test_loss 973 model 0 0.008157081483096818
20240913-01:03:40 test_loss 973 model 3 0.008408523546418679
20240913-01:04:17 test_accuracy 973 model 0 nb_correct 739 / 794 (93.07%)
20240913-01:04:22 test_accuracy 973 model 3 nb_correct 725 / 788 (92.01%)
20240913-01:04:22 wrote ae_000.pth
20240913-01:04:23 wrote ae_001.pth
20240913-01:04:24 wrote ae_002.pth
20240913-01:04:24 wrote ae_003.pth
20240913-01:04:25 wrote ae_004.pth
20240913-01:04:26 wrote ae_005.pth
20240913-01:04:26 wrote ae_006.pth
20240913-01:04:27 wrote ae_007.pth
20240913-01:04:28 wrote ae_008.pth
20240913-01:04:28 wrote ae_009.pth
20240913-01:04:28 epoch_duration 2min53s next_finish 01:07:22
20240913-01:04:28 wrote state.pth
20240913-01:04:28 --- epoch 974 ----------------------------------------
20240913-01:04:28 current_test_accuracies 0.9307 0.9590 0.9498 0.9201 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:04:28 time_train=16724 time_c_quizzes=10804
20240913-01:04:28 nb_c_quizzes 3223
20240913-01:04:28 training model 3 (accuracy 0.9200507402420044)
20240913-01:04:28 training model 0 (accuracy 0.9307304620742798)
20240913-01:06:32 train_loss 974 model 3 0.010503315678919534
20240913-01:06:32 train_loss 974 model 0 0.011092338792803275
20240913-01:06:33 test_loss 974 model 3 0.006428461759622905
20240913-01:06:34 test_loss 974 model 0 0.0068202593371296414
20240913-01:07:07 test_accuracy 974 model 3 nb_correct 740 / 801 (92.38%)
20240913-01:07:13 test_accuracy 974 model 0 nb_correct 732 / 790 (92.66%)
20240913-01:07:14 wrote ae_000.pth
20240913-01:07:14 wrote ae_001.pth
20240913-01:07:15 wrote ae_002.pth
20240913-01:07:16 wrote ae_003.pth
20240913-01:07:16 wrote ae_004.pth
20240913-01:07:17 wrote ae_005.pth
20240913-01:07:18 wrote ae_006.pth
20240913-01:07:19 wrote ae_007.pth
20240913-01:07:19 wrote ae_008.pth
20240913-01:07:20 wrote ae_009.pth
20240913-01:07:20 epoch_duration 2min51s next_finish 01:10:12
20240913-01:07:20 wrote state.pth
20240913-01:07:20 --- epoch 975 ----------------------------------------
20240913-01:07:20 current_test_accuracies 0.9266 0.9590 0.9498 0.9238 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:07:20 time_train=16888 time_c_quizzes=10804
20240913-01:07:20 nb_c_quizzes 3223
20240913-01:07:20 training model 3 (accuracy 0.9238451719284058)
20240913-01:07:20 training model 0 (accuracy 0.9265822768211365)
20240913-01:09:23 train_loss 975 model 3 0.010944038856760017
20240913-01:09:23 train_loss 975 model 0 0.01093114945389243
20240913-01:09:25 test_loss 975 model 3 0.008657381963597287
20240913-01:09:25 test_loss 975 model 0 0.00853479803493542
20240913-01:09:58 test_accuracy 975 model 3 nb_correct 766 / 810 (94.57%)
20240913-01:10:02 test_accuracy 975 model 0 nb_correct 724 / 784 (92.35%)
20240913-01:10:03 wrote ae_000.pth
20240913-01:10:04 wrote ae_001.pth
20240913-01:10:04 wrote ae_002.pth
20240913-01:10:05 wrote ae_003.pth
20240913-01:10:06 wrote ae_004.pth
20240913-01:10:06 wrote ae_005.pth
20240913-01:10:07 wrote ae_006.pth
20240913-01:10:08 wrote ae_007.pth
20240913-01:10:08 wrote ae_008.pth
20240913-01:10:09 wrote ae_009.pth
20240913-01:10:09 epoch_duration 2min49s next_finish 01:12:58
20240913-01:10:09 wrote state.pth
20240913-01:10:09 --- epoch 976 ----------------------------------------
20240913-01:10:09 current_test_accuracies 0.9235 0.9590 0.9498 0.9457 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:10:09 time_train=17050 time_c_quizzes=10804
20240913-01:10:09 nb_c_quizzes 3223
20240913-01:10:09 training model 0 (accuracy 0.9234693646430969)
20240913-01:10:09 training model 3 (accuracy 0.9456790089607239)
20240913-01:12:13 train_loss 976 model 3 0.010987909395093538
20240913-01:12:13 train_loss 976 model 0 0.01122982075001255
20240913-01:12:14 test_loss 976 model 3 0.008278512686641194
20240913-01:12:14 test_loss 976 model 0 0.011274489358925166
20240913-01:12:46 test_accuracy 976 model 3 nb_correct 757 / 808 (93.69%)
20240913-01:13:01 test_accuracy 976 model 0 nb_correct 714 / 770 (92.73%)
20240913-01:13:02 wrote ae_000.pth
20240913-01:13:02 wrote ae_001.pth
20240913-01:13:03 wrote ae_002.pth
20240913-01:13:04 wrote ae_003.pth
20240913-01:13:05 wrote ae_004.pth
20240913-01:13:05 wrote ae_005.pth
20240913-01:13:06 wrote ae_006.pth
20240913-01:13:07 wrote ae_007.pth
20240913-01:13:07 wrote ae_008.pth
20240913-01:13:08 wrote ae_009.pth
20240913-01:13:08 epoch_duration 2min58s next_finish 01:16:07
20240913-01:13:08 wrote state.pth
20240913-01:13:08 --- epoch 977 ----------------------------------------
20240913-01:13:08 current_test_accuracies 0.9273 0.9590 0.9498 0.9369 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:13:08 time_train=17221 time_c_quizzes=10804
20240913-01:13:08 nb_c_quizzes 3223
20240913-01:13:08 training model 0 (accuracy 0.9272727370262146)
20240913-01:13:08 training model 3 (accuracy 0.9368811845779419)
20240913-01:15:12 train_loss 977 model 0 0.011279041393088846
20240913-01:15:12 train_loss 977 model 3 0.010971473873729338
20240913-01:15:13 test_loss 977 model 0 0.008036942760878674
20240913-01:15:14 test_loss 977 model 3 0.009429636066613512
20240913-01:15:46 test_accuracy 977 model 3 nb_correct 749 / 794 (94.33%)
20240913-01:15:48 test_accuracy 977 model 0 nb_correct 772 / 817 (94.49%)
20240913-01:15:49 wrote ae_000.pth
20240913-01:15:49 wrote ae_001.pth
20240913-01:15:50 wrote ae_002.pth
20240913-01:15:51 wrote ae_003.pth
20240913-01:15:52 wrote ae_004.pth
20240913-01:15:52 wrote ae_005.pth
20240913-01:15:53 wrote ae_006.pth
20240913-01:15:54 wrote ae_007.pth
20240913-01:15:54 wrote ae_008.pth
20240913-01:15:55 wrote ae_009.pth
20240913-01:15:55 epoch_duration 2min46s next_finish 01:18:42
20240913-01:15:55 wrote state.pth
20240913-01:15:55 --- epoch 978 ----------------------------------------
20240913-01:15:55 current_test_accuracies 0.9449 0.9590 0.9498 0.9433 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:15:55 time_train=17380 time_c_quizzes=10804
20240913-01:15:55 nb_c_quizzes 3223
20240913-01:15:55 training model 3 (accuracy 0.9433249235153198)
20240913-01:15:55 training model 0 (accuracy 0.9449204206466675)
20240913-01:17:59 train_loss 978 model 3 0.010708871746952354
20240913-01:17:59 train_loss 978 model 0 0.011357077129654499
20240913-01:18:00 test_loss 978 model 3 0.007155832148424679
20240913-01:18:01 test_loss 978 model 0 0.01087109596683149
20240913-01:18:33 test_accuracy 978 model 3 nb_correct 731 / 786 (93.00%)
20240913-01:18:37 test_accuracy 978 model 0 nb_correct 729 / 792 (92.05%)
20240913-01:18:38 wrote ae_000.pth
20240913-01:18:39 wrote ae_001.pth
20240913-01:18:39 wrote ae_002.pth
20240913-01:18:40 wrote ae_003.pth
20240913-01:18:41 wrote ae_004.pth
20240913-01:18:42 wrote ae_005.pth
20240913-01:18:42 wrote ae_006.pth
20240913-01:18:43 wrote ae_007.pth
20240913-01:18:44 wrote ae_008.pth
20240913-01:18:44 wrote ae_009.pth
20240913-01:18:44 epoch_duration 2min49s next_finish 01:21:34
20240913-01:18:44 wrote state.pth
20240913-01:18:44 --- epoch 979 ----------------------------------------
20240913-01:18:44 current_test_accuracies 0.9205 0.9590 0.9498 0.9300 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:18:44 time_train=17542 time_c_quizzes=10804
20240913-01:18:44 nb_c_quizzes 3223
20240913-01:18:44 training model 0 (accuracy 0.9204545617103577)
20240913-01:18:44 training model 3 (accuracy 0.9300254583358765)
20240913-01:20:48 train_loss 979 model 0 0.010932300818796648
20240913-01:20:48 train_loss 979 model 3 0.010489852539625645
20240913-01:20:50 test_loss 979 model 0 0.007117499746891553
20240913-01:20:50 test_loss 979 model 3 0.005959723678915907
20240913-01:21:23 test_accuracy 979 model 3 nb_correct 725 / 802 (90.40%)
20240913-01:21:25 test_accuracy 979 model 0 nb_correct 753 / 800 (94.12%)
20240913-01:21:25 wrote ae_000.pth
20240913-01:21:26 wrote ae_001.pth
20240913-01:21:27 wrote ae_002.pth
20240913-01:21:28 wrote ae_003.pth
20240913-01:21:28 wrote ae_004.pth
20240913-01:21:29 wrote ae_005.pth
20240913-01:21:30 wrote ae_006.pth
20240913-01:21:30 wrote ae_007.pth
20240913-01:21:31 wrote ae_008.pth
20240913-01:21:32 wrote ae_009.pth
20240913-01:21:32 epoch_duration 2min47s next_finish 01:24:19
20240913-01:21:32 wrote state.pth
20240913-01:21:32 --- epoch 980 ----------------------------------------
20240913-01:21:32 current_test_accuracies 0.9413 0.9590 0.9498 0.9040 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:21:32 time_train=17702 time_c_quizzes=10804
20240913-01:21:32 nb_c_quizzes 3223
20240913-01:21:32 training model 3 (accuracy 0.9039900302886963)
20240913-01:21:32 training model 0 (accuracy 0.9412500262260437)
20240913-01:23:35 train_loss 980 model 0 0.01092205447472952
20240913-01:23:35 train_loss 980 model 3 0.011212122676079161
20240913-01:23:37 test_loss 980 model 0 0.007238228333858387
20240913-01:23:37 test_loss 980 model 3 0.007341669794314498
20240913-01:24:10 test_accuracy 980 model 3 nb_correct 737 / 790 (93.29%)
20240913-01:24:11 test_accuracy 980 model 0 nb_correct 742 / 804 (92.29%)
20240913-01:24:12 wrote ae_000.pth
20240913-01:24:12 wrote ae_001.pth
20240913-01:24:13 wrote ae_002.pth
20240913-01:24:14 wrote ae_003.pth
20240913-01:24:14 wrote ae_004.pth
20240913-01:24:15 wrote ae_005.pth
20240913-01:24:16 wrote ae_006.pth
20240913-01:24:16 wrote ae_007.pth
20240913-01:24:17 wrote ae_008.pth
20240913-01:24:18 wrote ae_009.pth
20240913-01:24:18 epoch_duration 2min46s next_finish 01:27:04
20240913-01:24:18 wrote state.pth
20240913-01:24:18 --- epoch 981 ----------------------------------------
20240913-01:24:18 current_test_accuracies 0.9229 0.9590 0.9498 0.9329 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:24:18 time_train=17861 time_c_quizzes=10804
20240913-01:24:18 nb_c_quizzes 3223
20240913-01:24:18 training model 0 (accuracy 0.9228855967521667)
20240913-01:24:18 training model 3 (accuracy 0.9329113960266113)
20240913-01:26:21 train_loss 981 model 3 0.01081932074444012
20240913-01:26:21 train_loss 981 model 0 0.011635552958832705
20240913-01:26:23 test_loss 981 model 3 0.006859215175757072
20240913-01:26:23 test_loss 981 model 0 0.0079207141857637
20240913-01:26:59 test_accuracy 981 model 3 nb_correct 741 / 796 (93.09%)
20240913-01:27:00 test_accuracy 981 model 0 nb_correct 743 / 808 (91.96%)
20240913-01:27:01 wrote ae_000.pth
20240913-01:27:02 wrote ae_001.pth
20240913-01:27:02 wrote ae_002.pth
20240913-01:27:03 wrote ae_003.pth
20240913-01:27:04 wrote ae_004.pth
20240913-01:27:05 wrote ae_005.pth
20240913-01:27:05 wrote ae_006.pth
20240913-01:27:06 wrote ae_007.pth
20240913-01:27:07 wrote ae_008.pth
20240913-01:27:07 wrote ae_009.pth
20240913-01:27:07 epoch_duration 2min49s next_finish 01:29:57
20240913-01:27:07 wrote state.pth
20240913-01:27:07 --- epoch 982 ----------------------------------------
20240913-01:27:07 current_test_accuracies 0.9196 0.9590 0.9498 0.9309 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:27:07 time_train=18023 time_c_quizzes=10804
20240913-01:27:07 nb_c_quizzes 3223
20240913-01:27:07 training model 0 (accuracy 0.9195544719696045)
20240913-01:27:07 training model 3 (accuracy 0.9309045076370239)
20240913-01:29:11 train_loss 982 model 0 0.011274966254226457
20240913-01:29:11 train_loss 982 model 3 0.010621918971900414
20240913-01:29:12 test_loss 982 model 0 0.009325370212184225
20240913-01:29:12 test_loss 982 model 3 0.008536551378483637
20240913-01:29:48 test_accuracy 982 model 0 nb_correct 766 / 817 (93.76%)
20240913-01:29:49 test_accuracy 982 model 3 nb_correct 748 / 805 (92.92%)
20240913-01:29:50 wrote ae_000.pth
20240913-01:29:51 wrote ae_001.pth
20240913-01:29:52 wrote ae_002.pth
20240913-01:29:52 wrote ae_003.pth
20240913-01:29:53 wrote ae_004.pth
20240913-01:29:54 wrote ae_005.pth
20240913-01:29:54 wrote ae_006.pth
20240913-01:29:55 wrote ae_007.pth
20240913-01:29:56 wrote ae_008.pth
20240913-01:29:56 wrote ae_009.pth
20240913-01:29:56 epoch_duration 2min49s next_finish 01:32:46
20240913-01:29:56 wrote state.pth
20240913-01:29:56 --- epoch 983 ----------------------------------------
20240913-01:29:56 current_test_accuracies 0.9376 0.9590 0.9498 0.9292 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:29:56 time_train=18185 time_c_quizzes=10804
20240913-01:29:56 nb_c_quizzes 3223
20240913-01:29:56 training model 3 (accuracy 0.9291925430297852)
20240913-01:29:56 training model 0 (accuracy 0.9375764727592468)
20240913-01:32:00 train_loss 983 model 0 0.011784461145827664
20240913-01:32:00 train_loss 983 model 3 0.010468510983497254
20240913-01:32:02 test_loss 983 model 0 0.006413892612630434
20240913-01:32:02 test_loss 983 model 3 0.009319451826331714
20240913-01:32:35 test_accuracy 983 model 0 nb_correct 750 / 782 (95.91%)
20240913-01:32:39 test_accuracy 983 model 3 nb_correct 736 / 781 (94.24%)
20240913-01:32:39 wrote ae_000.pth
20240913-01:32:40 wrote ae_001.pth
20240913-01:32:41 wrote ae_002.pth
20240913-01:32:41 wrote ae_003.pth
20240913-01:32:42 wrote ae_004.pth
20240913-01:32:43 wrote ae_005.pth
20240913-01:32:43 wrote ae_006.pth
20240913-01:32:44 wrote ae_007.pth
20240913-01:32:45 wrote ae_008.pth
20240913-01:32:45 wrote ae_009.pth
20240913-01:32:45 epoch_duration 2min48s next_finish 01:35:34
20240913-01:32:45 wrote state.pth
20240913-01:32:45 --- epoch 984 ----------------------------------------
20240913-01:32:45 current_test_accuracies 0.9591 0.9590 0.9498 0.9424 0.9517 0.9545 0.9492 0.9615 0.9518 0.9490
20240913-01:32:45 time_train=18347 time_c_quizzes=10804
20240913-01:32:45 nb_c_quizzes 3223
20240913-01:32:45 training model 3 (accuracy 0.9423815608024597)
20240913-01:32:45 training model 9 (accuracy 0.9490049481391907)
20240913-01:34:49 train_loss 984 model 3 0.010749422089040308
20240913-01:34:49 train_loss 984 model 9 0.012048691982257878
20240913-01:34:50 test_loss 984 model 3 0.006208358332253283
20240913-01:34:50 test_loss 984 model 9 0.005121872110612458
20240913-01:35:26 test_accuracy 984 model 9 nb_correct 761 / 807 (94.30%)
20240913-01:35:26 test_accuracy 984 model 3 nb_correct 747 / 796 (93.84%)
20240913-01:35:27 wrote ae_000.pth
20240913-01:35:28 wrote ae_001.pth
20240913-01:35:29 wrote ae_002.pth
20240913-01:35:29 wrote ae_003.pth
20240913-01:35:30 wrote ae_004.pth
20240913-01:35:31 wrote ae_005.pth
20240913-01:35:31 wrote ae_006.pth
20240913-01:35:32 wrote ae_007.pth
20240913-01:35:33 wrote ae_008.pth
20240913-01:35:33 wrote ae_009.pth
20240913-01:35:33 epoch_duration 2min47s next_finish 01:38:21
20240913-01:35:33 wrote state.pth
20240913-01:35:33 --- epoch 985 ----------------------------------------
20240913-01:35:33 current_test_accuracies 0.9591 0.9590 0.9498 0.9384 0.9517 0.9545 0.9492 0.9615 0.9518 0.9430
20240913-01:35:33 time_train=18508 time_c_quizzes=10804
20240913-01:35:33 nb_c_quizzes 3223
20240913-01:35:33 training model 3 (accuracy 0.9384422302246094)
20240913-01:35:33 training model 9 (accuracy 0.9429987668991089)
20240913-01:37:37 train_loss 985 model 9 0.012108852283926353
20240913-01:37:37 train_loss 985 model 3 0.010622220606494011
20240913-01:37:38 test_loss 985 model 9 0.00607874012416687
20240913-01:37:38 test_loss 985 model 3 0.009958271817481545
20240913-01:38:15 test_accuracy 985 model 3 nb_correct 733 / 798 (91.85%)
20240913-01:38:16 test_accuracy 985 model 9 nb_correct 703 / 767 (91.66%)
20240913-01:38:16 wrote ae_000.pth
20240913-01:38:17 wrote ae_001.pth
20240913-01:38:18 wrote ae_002.pth
20240913-01:38:18 wrote ae_003.pth
20240913-01:38:19 wrote ae_004.pth
20240913-01:38:20 wrote ae_005.pth
20240913-01:38:21 wrote ae_006.pth
20240913-01:38:21 wrote ae_007.pth
20240913-01:38:22 wrote ae_008.pth
20240913-01:38:23 wrote ae_009.pth
20240913-01:38:23 epoch_duration 2min49s next_finish 01:41:12
20240913-01:38:23 wrote state.pth
20240913-01:38:23 --- epoch 986 ----------------------------------------
20240913-01:38:23 current_test_accuracies 0.9591 0.9590 0.9498 0.9185 0.9517 0.9545 0.9492 0.9615 0.9518 0.9166
20240913-01:38:23 time_train=18670 time_c_quizzes=10804
20240913-01:38:23 nb_c_quizzes 3223
20240913-01:38:23 training model 9 (accuracy 0.916558027267456)
20240913-01:38:23 training model 3 (accuracy 0.9185463786125183)
20240913-01:40:26 train_loss 986 model 9 0.011170703212394073
20240913-01:40:26 train_loss 986 model 3 0.011455553395224343
20240913-01:40:28 test_loss 986 model 9 0.010107311824503995
20240913-01:40:28 test_loss 986 model 3 0.007045261574705819
20240913-01:41:03 test_accuracy 986 model 3 nb_correct 773 / 816 (94.73%)
20240913-01:41:04 test_accuracy 986 model 9 nb_correct 755 / 800 (94.38%)
20240913-01:41:05 wrote ae_000.pth
20240913-01:41:06 wrote ae_001.pth
20240913-01:41:07 wrote ae_002.pth
20240913-01:41:07 wrote ae_003.pth
20240913-01:41:08 wrote ae_004.pth
20240913-01:41:09 wrote ae_005.pth
20240913-01:41:09 wrote ae_006.pth
20240913-01:41:10 wrote ae_007.pth
20240913-01:41:11 wrote ae_008.pth
20240913-01:41:11 wrote ae_009.pth
20240913-01:41:11 epoch_duration 2min48s next_finish 01:44:00
20240913-01:41:11 wrote state.pth
20240913-01:41:11 --- epoch 987 ----------------------------------------
20240913-01:41:11 current_test_accuracies 0.9591 0.9590 0.9498 0.9473 0.9517 0.9545 0.9492 0.9615 0.9518 0.9438
20240913-01:41:11 time_train=18831 time_c_quizzes=10804
20240913-01:41:11 nb_c_quizzes 3223
20240913-01:41:11 training model 9 (accuracy 0.9437500238418579)
20240913-01:41:11 training model 3 (accuracy 0.9473039507865906)
20240913-01:43:15 train_loss 987 model 3 0.010983564857815509
20240913-01:43:15 train_loss 987 model 9 0.011847178252855884
20240913-01:43:16 test_loss 987 model 3 0.008271150499630408
20240913-01:43:16 test_loss 987 model 9 0.009703678036919428
20240913-01:43:53 test_accuracy 987 model 3 nb_correct 761 / 807 (94.30%)
20240913-01:43:54 test_accuracy 987 model 9 nb_correct 727 / 805 (90.31%)
20240913-01:43:54 wrote ae_000.pth
20240913-01:43:55 wrote ae_001.pth
20240913-01:43:56 wrote ae_002.pth
20240913-01:43:57 wrote ae_003.pth
20240913-01:43:57 wrote ae_004.pth
20240913-01:43:58 wrote ae_005.pth
20240913-01:43:59 wrote ae_006.pth
20240913-01:43:59 wrote ae_007.pth
20240913-01:44:00 wrote ae_008.pth
20240913-01:44:01 wrote ae_009.pth
20240913-01:44:01 epoch_duration 2min49s next_finish 01:46:50
20240913-01:44:01 wrote state.pth
20240913-01:44:01 --- epoch 988 ----------------------------------------
20240913-01:44:01 current_test_accuracies 0.9591 0.9590 0.9498 0.9430 0.9517 0.9545 0.9492 0.9615 0.9518 0.9031
20240913-01:44:01 time_train=18993 time_c_quizzes=10804
20240913-01:44:01 nb_c_quizzes 3223
20240913-01:44:01 training model 9 (accuracy 0.903105616569519)
20240913-01:44:01 training model 3 (accuracy 0.9429987668991089)
20240913-01:46:04 train_loss 988 model 3 0.011237817892437305
20240913-01:46:04 train_loss 988 model 9 0.01185282895254477
20240913-01:46:06 test_loss 988 model 3 0.008755581862774874
20240913-01:46:06 test_loss 988 model 9 0.008753344078064629
20240913-01:46:40 test_accuracy 988 model 9 nb_correct 746 / 808 (92.33%)
20240913-01:46:41 test_accuracy 988 model 3 nb_correct 741 / 799 (92.74%)
20240913-01:46:42 wrote ae_000.pth
20240913-01:46:42 wrote ae_001.pth
20240913-01:46:43 wrote ae_002.pth
20240913-01:46:44 wrote ae_003.pth
20240913-01:46:45 wrote ae_004.pth
20240913-01:46:45 wrote ae_005.pth
20240913-01:46:46 wrote ae_006.pth
20240913-01:46:47 wrote ae_007.pth
20240913-01:46:47 wrote ae_008.pth
20240913-01:46:48 wrote ae_009.pth
20240913-01:46:48 epoch_duration 2min47s next_finish 01:49:35
20240913-01:46:48 wrote state.pth
20240913-01:46:48 --- epoch 989 ----------------------------------------
20240913-01:46:48 current_test_accuracies 0.9591 0.9590 0.9498 0.9274 0.9517 0.9545 0.9492 0.9615 0.9518 0.9233
20240913-01:46:48 time_train=19153 time_c_quizzes=10804
20240913-01:46:48 nb_c_quizzes 3223
20240913-01:46:48 training model 9 (accuracy 0.9232673048973083)
20240913-01:46:48 training model 3 (accuracy 0.927409291267395)
20240913-01:48:51 train_loss 989 model 3 0.011035754044354236
20240913-01:48:51 train_loss 989 model 9 0.0118512441763487
20240913-01:48:53 test_loss 989 model 3 0.0064922312726480415
20240913-01:48:53 test_loss 989 model 9 0.0086411144469821
20240913-01:49:28 test_accuracy 989 model 3 nb_correct 775 / 829 (93.49%)
20240913-01:49:32 test_accuracy 989 model 9 nb_correct 714 / 772 (92.49%)
20240913-01:49:33 wrote ae_000.pth
20240913-01:49:34 wrote ae_001.pth
20240913-01:49:34 wrote ae_002.pth
20240913-01:49:35 wrote ae_003.pth
20240913-01:49:36 wrote ae_004.pth
20240913-01:49:36 wrote ae_005.pth
20240913-01:49:37 wrote ae_006.pth
20240913-01:49:38 wrote ae_007.pth
20240913-01:49:39 wrote ae_008.pth
20240913-01:49:39 wrote ae_009.pth
20240913-01:49:39 epoch_duration 2min51s next_finish 01:52:31
20240913-01:49:39 wrote state.pth
20240913-01:49:39 --- epoch 990 ----------------------------------------
20240913-01:49:39 current_test_accuracies 0.9591 0.9590 0.9498 0.9349 0.9517 0.9545 0.9492 0.9615 0.9518 0.9249
20240913-01:49:39 time_train=19317 time_c_quizzes=10804
20240913-01:49:39 nb_c_quizzes 3223
20240913-01:49:39 training model 9 (accuracy 0.924870491027832)
20240913-01:49:39 training model 3 (accuracy 0.9348613023757935)
20240913-01:51:42 train_loss 990 model 9 0.012216802858500159
20240913-01:51:42 train_loss 990 model 3 0.010980887763008469
20240913-01:51:44 test_loss 990 model 9 0.010322285733786884
20240913-01:51:44 test_loss 990 model 3 0.007145018124553104
20240913-01:52:20 test_accuracy 990 model 9 nb_correct 734 / 783 (93.74%)
20240913-01:52:20 test_accuracy 990 model 3 nb_correct 755 / 795 (94.97%)
20240913-01:52:21 wrote ae_000.pth
20240913-01:52:22 wrote ae_001.pth
20240913-01:52:22 wrote ae_002.pth
20240913-01:52:23 wrote ae_003.pth
20240913-01:52:24 wrote ae_004.pth
20240913-01:52:24 wrote ae_005.pth
20240913-01:52:25 wrote ae_006.pth
20240913-01:52:26 wrote ae_007.pth
20240913-01:52:26 wrote ae_008.pth
20240913-01:52:27 wrote ae_009.pth
20240913-01:52:27 epoch_duration 2min47s next_finish 01:55:15
20240913-01:52:27 wrote state.pth
20240913-01:52:27 --- epoch 991 ----------------------------------------
20240913-01:52:27 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9492 0.9615 0.9518 0.9374
20240913-01:52:27 time_train=19478 time_c_quizzes=10804
20240913-01:52:27 nb_c_quizzes 3223
20240913-01:52:27 training model 9 (accuracy 0.9374201893806458)
20240913-01:52:27 training model 6 (accuracy 0.9491741061210632)
20240913-01:54:30 train_loss 991 model 9 0.011539642238676606
20240913-01:54:30 train_loss 991 model 6 0.011751565934435349
20240913-01:54:32 test_loss 991 model 9 0.008753762070600146
20240913-01:54:32 test_loss 991 model 6 0.00934375399306191
20240913-01:55:06 test_accuracy 991 model 9 nb_correct 766 / 813 (94.22%)
20240913-01:55:09 test_accuracy 991 model 6 nb_correct 742 / 799 (92.87%)
20240913-01:55:10 wrote ae_000.pth
20240913-01:55:10 wrote ae_001.pth
20240913-01:55:11 wrote ae_002.pth
20240913-01:55:12 wrote ae_003.pth
20240913-01:55:12 wrote ae_004.pth
20240913-01:55:13 wrote ae_005.pth
20240913-01:55:14 wrote ae_006.pth
20240913-01:55:14 wrote ae_007.pth
20240913-01:55:15 wrote ae_008.pth
20240913-01:55:16 wrote ae_009.pth
20240913-01:55:16 epoch_duration 2min48s next_finish 01:58:05
20240913-01:55:16 wrote state.pth
20240913-01:55:16 --- epoch 992 ----------------------------------------
20240913-01:55:16 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9287 0.9615 0.9518 0.9422
20240913-01:55:16 time_train=19639 time_c_quizzes=10804
20240913-01:55:16 nb_c_quizzes 3223
20240913-01:55:16 training model 6 (accuracy 0.9286608099937439)
20240913-01:55:16 training model 9 (accuracy 0.9421893954277039)
20240913-01:57:19 train_loss 992 model 6 0.010903818612279792
20240913-01:57:19 train_loss 992 model 9 0.011847113685658769
20240913-01:57:21 test_loss 992 model 6 0.01058485324752354
20240913-01:57:21 test_loss 992 model 9 0.009144738849863642
20240913-01:57:55 test_accuracy 992 model 6 nb_correct 734 / 783 (93.74%)
20240913-01:57:58 test_accuracy 992 model 9 nb_correct 762 / 826 (92.25%)
20240913-01:57:59 wrote ae_000.pth
20240913-01:58:00 wrote ae_001.pth
20240913-01:58:01 wrote ae_002.pth
20240913-01:58:01 wrote ae_003.pth
20240913-01:58:02 wrote ae_004.pth
20240913-01:58:03 wrote ae_005.pth
20240913-01:58:03 wrote ae_006.pth
20240913-01:58:04 wrote ae_007.pth
20240913-01:58:05 wrote ae_008.pth
20240913-01:58:05 wrote ae_009.pth
20240913-01:58:05 epoch_duration 2min49s next_finish 02:00:55
20240913-01:58:05 wrote state.pth
20240913-01:58:05 --- epoch 993 ----------------------------------------
20240913-01:58:05 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9374 0.9615 0.9518 0.9225
20240913-01:58:05 time_train=19801 time_c_quizzes=10804
20240913-01:58:05 nb_c_quizzes 3223
20240913-01:58:05 training model 9 (accuracy 0.9225181341171265)
20240913-01:58:05 training model 6 (accuracy 0.9374201893806458)
20240913-02:00:09 train_loss 993 model 6 0.011885702310686612
20240913-02:00:09 train_loss 993 model 9 0.01237446804996216
20240913-02:00:10 test_loss 993 model 6 0.006591780545761594
20240913-02:00:10 test_loss 993 model 9 0.008157489112867466
20240913-02:00:44 test_accuracy 993 model 6 nb_correct 760 / 821 (92.57%)
20240913-02:00:44 test_accuracy 993 model 9 nb_correct 730 / 783 (93.23%)
20240913-02:00:45 wrote ae_000.pth
20240913-02:00:46 wrote ae_001.pth
20240913-02:00:47 wrote ae_002.pth
20240913-02:00:47 wrote ae_003.pth
20240913-02:00:48 wrote ae_004.pth
20240913-02:00:49 wrote ae_005.pth
20240913-02:00:49 wrote ae_006.pth
20240913-02:00:50 wrote ae_007.pth
20240913-02:00:51 wrote ae_008.pth
20240913-02:00:51 wrote ae_009.pth
20240913-02:00:51 epoch_duration 2min45s next_finish 02:03:37
20240913-02:00:51 wrote state.pth
20240913-02:00:51 --- epoch 994 ----------------------------------------
20240913-02:00:51 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9257 0.9615 0.9518 0.9323
20240913-02:00:51 time_train=19960 time_c_quizzes=10804
20240913-02:00:51 nb_c_quizzes 3223
20240913-02:00:51 training model 6 (accuracy 0.9257003664970398)
20240913-02:00:51 training model 9 (accuracy 0.9323115944862366)
20240913-02:02:55 train_loss 994 model 6 0.011161919182788551
20240913-02:02:55 train_loss 994 model 9 0.011743663750965425
20240913-02:02:56 test_loss 994 model 6 0.007938238680412723
20240913-02:02:56 test_loss 994 model 9 0.006962753072872374
20240913-02:03:33 test_accuracy 994 model 6 nb_correct 728 / 788 (92.39%)
20240913-02:03:34 test_accuracy 994 model 9 nb_correct 748 / 807 (92.69%)
20240913-02:03:34 wrote ae_000.pth
20240913-02:03:35 wrote ae_001.pth
20240913-02:03:36 wrote ae_002.pth
20240913-02:03:37 wrote ae_003.pth
20240913-02:03:37 wrote ae_004.pth
20240913-02:03:38 wrote ae_005.pth
20240913-02:03:39 wrote ae_006.pth
20240913-02:03:39 wrote ae_007.pth
20240913-02:03:40 wrote ae_008.pth
20240913-02:03:41 wrote ae_009.pth
20240913-02:03:41 epoch_duration 2min49s next_finish 02:06:30
20240913-02:03:41 wrote state.pth
20240913-02:03:41 --- epoch 995 ----------------------------------------
20240913-02:03:41 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9239 0.9615 0.9518 0.9269
20240913-02:03:41 time_train=20122 time_c_quizzes=10804
20240913-02:03:41 nb_c_quizzes 3223
20240913-02:03:41 training model 6 (accuracy 0.9238578677177429)
20240913-02:03:41 training model 9 (accuracy 0.9268897175788879)
20240913-02:05:44 train_loss 995 model 6 0.011060513474561958
20240913-02:05:44 train_loss 995 model 9 0.0119895857602678
20240913-02:05:46 test_loss 995 model 6 0.011712038235964428
20240913-02:05:46 test_loss 995 model 9 0.006779729250430933
20240913-02:06:21 test_accuracy 995 model 6 nb_correct 738 / 795 (92.83%)
20240913-02:06:21 test_accuracy 995 model 9 nb_correct 742 / 791 (93.81%)
20240913-02:06:22 wrote ae_000.pth
20240913-02:06:23 wrote ae_001.pth
20240913-02:06:24 wrote ae_002.pth
20240913-02:06:24 wrote ae_003.pth
20240913-02:06:25 wrote ae_004.pth
20240913-02:06:26 wrote ae_005.pth
20240913-02:06:26 wrote ae_006.pth
20240913-02:06:27 wrote ae_007.pth
20240913-02:06:28 wrote ae_008.pth
20240913-02:06:29 wrote ae_009.pth
20240913-02:06:29 epoch_duration 2min47s next_finish 02:09:16
20240913-02:06:29 wrote state.pth
20240913-02:06:29 --- epoch 996 ----------------------------------------
20240913-02:06:29 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9283 0.9615 0.9518 0.9381
20240913-02:06:29 time_train=20282 time_c_quizzes=10804
20240913-02:06:29 nb_c_quizzes 3223
20240913-02:06:29 training model 6 (accuracy 0.9283018708229065)
20240913-02:06:29 training model 9 (accuracy 0.9380530714988708)
20240913-02:08:32 train_loss 996 model 6 0.01165151161563699
20240913-02:08:32 train_loss 996 model 9 0.010821678380179946
20240913-02:08:34 test_loss 996 model 6 0.007273648415031175
20240913-02:08:34 test_loss 996 model 9 0.008969631338914041
20240913-02:09:07 test_accuracy 996 model 6 nb_correct 765 / 811 (94.33%)
20240913-02:09:10 test_accuracy 996 model 9 nb_correct 757 / 797 (94.98%)
20240913-02:09:11 wrote ae_000.pth
20240913-02:09:12 wrote ae_001.pth
20240913-02:09:12 wrote ae_002.pth
20240913-02:09:13 wrote ae_003.pth
20240913-02:09:14 wrote ae_004.pth
20240913-02:09:14 wrote ae_005.pth
20240913-02:09:15 wrote ae_006.pth
20240913-02:09:16 wrote ae_007.pth
20240913-02:09:17 wrote ae_008.pth
20240913-02:09:17 wrote ae_009.pth
20240913-02:09:17 epoch_duration 2min48s next_finish 02:12:06
20240913-02:09:17 wrote state.pth
20240913-02:09:17 --- epoch 997 ----------------------------------------
20240913-02:09:17 current_test_accuracies 0.9591 0.9590 0.9498 0.9497 0.9517 0.9545 0.9433 0.9615 0.9518 0.9498
20240913-02:09:17 time_train=20443 time_c_quizzes=10804
20240913-02:09:17 nb_c_quizzes 3223
20240913-02:09:17 training model 6 (accuracy 0.9432799220085144)
20240913-02:09:17 training model 3 (accuracy 0.9496855139732361)
20240913-02:11:20 train_loss 997 model 6 0.011209691080573975
20240913-02:11:20 train_loss 997 model 3 0.010711925404932116
20240913-02:11:22 test_loss 997 model 6 0.008066653882360697
20240913-02:11:22 test_loss 997 model 3 0.006937015429770099
20240913-02:11:58 test_accuracy 997 model 6 nb_correct 760 / 811 (93.71%)
20240913-02:11:58 test_accuracy 997 model 3 nb_correct 719 / 785 (91.59%)
20240913-02:11:59 wrote ae_000.pth
20240913-02:12:00 wrote ae_001.pth
20240913-02:12:01 wrote ae_002.pth
20240913-02:12:01 wrote ae_003.pth
20240913-02:12:02 wrote ae_004.pth
20240913-02:12:03 wrote ae_005.pth
20240913-02:12:03 wrote ae_006.pth
20240913-02:12:04 wrote ae_007.pth
20240913-02:12:05 wrote ae_008.pth
20240913-02:12:05 wrote ae_009.pth
20240913-02:12:05 epoch_duration 2min48s next_finish 02:14:54
20240913-02:12:05 wrote state.pth
20240913-02:12:05 --- epoch 998 ----------------------------------------
20240913-02:12:05 current_test_accuracies 0.9591 0.9590 0.9498 0.9159 0.9517 0.9545 0.9371 0.9615 0.9518 0.9498
20240913-02:12:05 time_train=20604 time_c_quizzes=10804
20240913-02:12:05 nb_c_quizzes 3223
20240913-02:12:05 training model 3 (accuracy 0.9159235954284668)
20240913-02:12:05 training model 6 (accuracy 0.9371146559715271)
20240913-02:14:09 train_loss 998 model 6 0.011634209229254339
20240913-02:14:09 train_loss 998 model 3 0.010672181454589008
20240913-02:14:10 test_loss 998 model 6 0.007197847309544159
20240913-02:14:10 test_loss 998 model 3 0.005723205134483322
20240913-02:14:43 test_accuracy 998 model 3 nb_correct 746 / 797 (93.60%)
20240913-02:14:51 test_accuracy 998 model 6 nb_correct 738 / 787 (93.77%)
20240913-02:14:52 wrote ae_000.pth
20240913-02:14:52 wrote ae_001.pth
20240913-02:14:53 wrote ae_002.pth
20240913-02:14:54 wrote ae_003.pth
20240913-02:14:54 wrote ae_004.pth
20240913-02:14:55 wrote ae_005.pth
20240913-02:14:56 wrote ae_006.pth
20240913-02:14:56 wrote ae_007.pth
20240913-02:14:57 wrote ae_008.pth
20240913-02:14:58 wrote ae_009.pth
20240913-02:14:58 epoch_duration 2min52s next_finish 02:17:50
20240913-02:14:58 wrote state.pth
20240913-02:14:58 --- epoch 999 ----------------------------------------
20240913-02:14:58 current_test_accuracies 0.9591 0.9590 0.9498 0.9360 0.9517 0.9545 0.9377 0.9615 0.9518 0.9498
20240913-02:14:58 time_train=20769 time_c_quizzes=10804
20240913-02:14:58 nb_c_quizzes 3223
20240913-02:14:58 training model 3 (accuracy 0.9360100626945496)
20240913-02:14:58 training model 6 (accuracy 0.9377382397651672)
20240913-02:17:01 train_loss 999 model 6 0.010529009042094913
20240913-02:17:01 train_loss 999 model 3 0.010696259590741648
20240913-02:17:03 test_loss 999 model 6 0.007127081300984628
20240913-02:17:03 test_loss 999 model 3 0.007569029058998922
20240913-02:17:35 test_accuracy 999 model 3 nb_correct 774 / 803 (96.39%)
20240913-02:17:38 test_accuracy 999 model 6 nb_correct 753 / 791 (95.20%)
20240913-02:17:39 wrote ae_000.pth
20240913-02:17:39 wrote ae_001.pth
20240913-02:17:40 wrote ae_002.pth
20240913-02:17:41 wrote ae_003.pth
20240913-02:17:42 wrote ae_004.pth
20240913-02:17:42 wrote ae_005.pth
20240913-02:17:43 wrote ae_006.pth
20240913-02:17:44 wrote ae_007.pth
20240913-02:17:44 wrote ae_008.pth
20240913-02:17:45 wrote ae_009.pth
20240913-02:17:45 epoch_duration 2min47s next_finish 02:20:32
20240913-02:17:45 wrote state.pth
20240913-02:17:45 --- epoch 1000 ----------------------------------------
20240913-02:17:45 current_test_accuracies 0.9591 0.9590 0.9498 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9498
20240913-02:17:45 time_train=20929 time_c_quizzes=10804
20240913-02:17:45 nb_c_quizzes 3223
20240913-02:17:45 training model 2 (accuracy 0.9498118162155151)
20240913-02:17:45 training model 9 (accuracy 0.9498118162155151)
20240913-02:19:48 train_loss 1000 model 2 0.010858061958817417
20240913-02:19:49 train_loss 1000 model 9 0.01178911856324703
20240913-02:19:50 test_loss 1000 model 2 0.007236531726991302
20240913-02:19:50 test_loss 1000 model 9 0.008336274576635105
20240913-02:20:21 test_accuracy 1000 model 2 nb_correct 749 / 809 (92.58%)
20240913-02:20:29 test_accuracy 1000 model 9 nb_correct 737 / 812 (90.76%)
20240913-02:20:30 wrote ae_000.pth
20240913-02:20:30 wrote ae_001.pth
20240913-02:20:31 wrote ae_002.pth
20240913-02:20:32 wrote ae_003.pth
20240913-02:20:32 wrote ae_004.pth
20240913-02:20:33 wrote ae_005.pth
20240913-02:20:34 wrote ae_006.pth
20240913-02:20:35 wrote ae_007.pth
20240913-02:20:35 wrote ae_008.pth
20240913-02:20:36 wrote ae_009.pth
20240913-02:20:36 epoch_duration 2min50s next_finish 02:23:27
20240913-02:20:36 wrote state.pth
20240913-02:20:36 --- epoch 1001 ----------------------------------------
20240913-02:20:36 current_test_accuracies 0.9591 0.9590 0.9258 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9076
20240913-02:20:36 time_train=21092 time_c_quizzes=10804
20240913-02:20:36 nb_c_quizzes 3223
20240913-02:20:36 training model 9 (accuracy 0.9076354503631592)
20240913-02:20:36 training model 2 (accuracy 0.9258343577384949)
20240913-02:22:39 train_loss 1001 model 2 0.010976975987265178
20240913-02:22:40 train_loss 1001 model 9 0.011380090698308778
20240913-02:22:41 test_loss 1001 model 2 0.007307635990690642
20240913-02:22:41 test_loss 1001 model 9 0.01060891026262425
20240913-02:23:14 test_accuracy 1001 model 2 nb_correct 757 / 809 (93.57%)
20240913-02:23:19 test_accuracy 1001 model 9 nb_correct 743 / 800 (92.88%)
20240913-02:23:20 wrote ae_000.pth
20240913-02:23:21 wrote ae_001.pth
20240913-02:23:21 wrote ae_002.pth
20240913-02:23:22 wrote ae_003.pth
20240913-02:23:23 wrote ae_004.pth
20240913-02:23:24 wrote ae_005.pth
20240913-02:23:24 wrote ae_006.pth
20240913-02:23:25 wrote ae_007.pth
20240913-02:23:26 wrote ae_008.pth
20240913-02:23:26 wrote ae_009.pth
20240913-02:23:26 epoch_duration 2min50s next_finish 02:26:17
20240913-02:23:26 wrote state.pth
20240913-02:23:26 --- epoch 1002 ----------------------------------------
20240913-02:23:26 current_test_accuracies 0.9591 0.9590 0.9357 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9287
20240913-02:23:26 time_train=21255 time_c_quizzes=10804
20240913-02:23:26 nb_c_quizzes 3223
20240913-02:23:26 training model 9 (accuracy 0.9287499785423279)
20240913-02:23:26 training model 2 (accuracy 0.9357231259346008)
20240913-02:25:30 train_loss 1002 model 2 0.011598768417570682
20240913-02:25:30 train_loss 1002 model 9 0.011675470020460125
20240913-02:25:31 test_loss 1002 model 2 0.00828646605357335
20240913-02:25:31 test_loss 1002 model 9 0.009045106665689672
20240913-02:26:07 test_accuracy 1002 model 2 nb_correct 762 / 814 (93.61%)
20240913-02:26:13 test_accuracy 1002 model 9 nb_correct 718 / 796 (90.20%)
20240913-02:26:14 wrote ae_000.pth
20240913-02:26:15 wrote ae_001.pth
20240913-02:26:15 wrote ae_002.pth
20240913-02:26:16 wrote ae_003.pth
20240913-02:26:17 wrote ae_004.pth
20240913-02:26:18 wrote ae_005.pth
20240913-02:26:18 wrote ae_006.pth
20240913-02:26:19 wrote ae_007.pth
20240913-02:26:20 wrote ae_008.pth
20240913-02:26:20 wrote ae_009.pth
20240913-02:26:20 epoch_duration 2min54s next_finish 02:29:14
20240913-02:26:20 wrote state.pth
20240913-02:26:20 --- epoch 1003 ----------------------------------------
20240913-02:26:20 current_test_accuracies 0.9591 0.9590 0.9361 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9020
20240913-02:26:20 time_train=21421 time_c_quizzes=10804
20240913-02:26:20 nb_c_quizzes 3223
20240913-02:26:20 training model 9 (accuracy 0.9020100235939026)
20240913-02:26:20 training model 2 (accuracy 0.936117947101593)
20240913-02:28:24 train_loss 1003 model 2 0.011611623419787066
20240913-02:28:24 train_loss 1003 model 9 0.011685457501735073
20240913-02:28:25 test_loss 1003 model 2 0.007524526216789696
20240913-02:28:25 test_loss 1003 model 9 0.008547044980093687
20240913-02:28:59 test_accuracy 1003 model 9 nb_correct 762 / 809 (94.19%)
20240913-02:28:59 test_accuracy 1003 model 2 nb_correct 736 / 787 (93.52%)
20240913-02:28:59 wrote ae_000.pth
20240913-02:29:00 wrote ae_001.pth
20240913-02:29:01 wrote ae_002.pth
20240913-02:29:02 wrote ae_003.pth
20240913-02:29:02 wrote ae_004.pth
20240913-02:29:03 wrote ae_005.pth
20240913-02:29:04 wrote ae_006.pth
20240913-02:29:04 wrote ae_007.pth
20240913-02:29:05 wrote ae_008.pth
20240913-02:29:06 wrote ae_009.pth
20240913-02:29:06 epoch_duration 2min45s next_finish 02:31:51
20240913-02:29:06 wrote state.pth
20240913-02:29:06 --- epoch 1004 ----------------------------------------
20240913-02:29:06 current_test_accuracies 0.9591 0.9590 0.9352 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9419
20240913-02:29:06 time_train=21579 time_c_quizzes=10804
20240913-02:29:06 nb_c_quizzes 3223
20240913-02:29:06 training model 2 (accuracy 0.9351969361305237)
20240913-02:29:06 training model 9 (accuracy 0.9419035911560059)
20240913-02:31:09 train_loss 1004 model 2 0.010943451693383394
20240913-02:31:09 train_loss 1004 model 9 0.010877299285311892
20240913-02:31:11 test_loss 1004 model 2 0.011005748601337472
20240913-02:31:11 test_loss 1004 model 9 0.008629705529051535
20240913-02:31:44 test_accuracy 1004 model 9 nb_correct 731 / 789 (92.65%)
20240913-02:31:48 test_accuracy 1004 model 2 nb_correct 771 / 814 (94.72%)
20240913-02:31:49 wrote ae_000.pth
20240913-02:31:50 wrote ae_001.pth
20240913-02:31:50 wrote ae_002.pth
20240913-02:31:51 wrote ae_003.pth
20240913-02:31:52 wrote ae_004.pth
20240913-02:31:52 wrote ae_005.pth
20240913-02:31:53 wrote ae_006.pth
20240913-02:31:54 wrote ae_007.pth
20240913-02:31:54 wrote ae_008.pth
20240913-02:31:55 wrote ae_009.pth
20240913-02:31:55 epoch_duration 2min49s next_finish 02:34:44
20240913-02:31:55 wrote state.pth
20240913-02:31:55 --- epoch 1005 ----------------------------------------
20240913-02:31:55 current_test_accuracies 0.9591 0.9590 0.9472 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9265
20240913-02:31:55 time_train=21741 time_c_quizzes=10804
20240913-02:31:55 nb_c_quizzes 3223
20240913-02:31:55 training model 9 (accuracy 0.9264892339706421)
20240913-02:31:55 training model 2 (accuracy 0.9471744298934937)
20240913-02:33:59 train_loss 1005 model 2 0.01074554926579549
20240913-02:33:59 train_loss 1005 model 9 0.011462438947462943
20240913-02:34:00 test_loss 1005 model 2 0.00774045931997307
20240913-02:34:00 test_loss 1005 model 9 0.007807600136851533
20240913-02:34:33 test_accuracy 1005 model 9 nb_correct 761 / 824 (92.35%)
20240913-02:34:34 test_accuracy 1005 model 2 nb_correct 746 / 805 (92.67%)
20240913-02:34:35 wrote ae_000.pth
20240913-02:34:36 wrote ae_001.pth
20240913-02:34:36 wrote ae_002.pth
20240913-02:34:37 wrote ae_003.pth
20240913-02:34:38 wrote ae_004.pth
20240913-02:34:38 wrote ae_005.pth
20240913-02:34:39 wrote ae_006.pth
20240913-02:34:40 wrote ae_007.pth
20240913-02:34:41 wrote ae_008.pth
20240913-02:34:41 wrote ae_009.pth
20240913-02:34:41 epoch_duration 2min46s next_finish 02:37:27
20240913-02:34:41 wrote state.pth
20240913-02:34:41 --- epoch 1006 ----------------------------------------
20240913-02:34:41 current_test_accuracies 0.9591 0.9590 0.9267 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9235
20240913-02:34:41 time_train=21900 time_c_quizzes=10804
20240913-02:34:41 nb_c_quizzes 3223
20240913-02:34:41 training model 9 (accuracy 0.9235436916351318)
20240913-02:34:41 training model 2 (accuracy 0.9267081022262573)
20240913-02:36:45 train_loss 1006 model 2 0.011132801643898347
20240913-02:36:45 train_loss 1006 model 9 0.011512366011782432
20240913-02:36:46 test_loss 1006 model 2 0.010865231166329892
20240913-02:36:46 test_loss 1006 model 9 0.011295855271100663
20240913-02:37:22 test_accuracy 1006 model 2 nb_correct 767 / 825 (92.97%)
20240913-02:37:27 test_accuracy 1006 model 9 nb_correct 760 / 821 (92.57%)
20240913-02:37:28 wrote ae_000.pth
20240913-02:37:29 wrote ae_001.pth
20240913-02:37:29 wrote ae_002.pth
20240913-02:37:30 wrote ae_003.pth
20240913-02:37:31 wrote ae_004.pth
20240913-02:37:31 wrote ae_005.pth
20240913-02:37:32 wrote ae_006.pth
20240913-02:37:33 wrote ae_007.pth
20240913-02:37:34 wrote ae_008.pth
20240913-02:37:34 wrote ae_009.pth
20240913-02:37:34 epoch_duration 2min52s next_finish 02:40:27
20240913-02:37:34 wrote state.pth
20240913-02:37:34 --- epoch 1007 ----------------------------------------
20240913-02:37:34 current_test_accuracies 0.9591 0.9590 0.9297 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9257
20240913-02:37:34 time_train=22066 time_c_quizzes=10804
20240913-02:37:34 nb_c_quizzes 3223
20240913-02:37:34 training model 9 (accuracy 0.9257003664970398)
20240913-02:37:34 training model 2 (accuracy 0.9296969771385193)
20240913-02:39:37 train_loss 1007 model 2 0.011521468228387675
20240913-02:39:38 train_loss 1007 model 9 0.011899078907294096
20240913-02:39:39 test_loss 1007 model 2 0.006295651493064725
20240913-02:39:39 test_loss 1007 model 9 0.008570399027715326
20240913-02:40:15 test_accuracy 1007 model 2 nb_correct 746 / 810 (92.10%)
20240913-02:40:15 test_accuracy 1007 model 9 nb_correct 742 / 786 (94.40%)
20240913-02:40:15 wrote ae_000.pth
20240913-02:40:16 wrote ae_001.pth
20240913-02:40:17 wrote ae_002.pth
20240913-02:40:17 wrote ae_003.pth
20240913-02:40:18 wrote ae_004.pth
20240913-02:40:19 wrote ae_005.pth
20240913-02:40:19 wrote ae_006.pth
20240913-02:40:20 wrote ae_007.pth
20240913-02:40:21 wrote ae_008.pth
20240913-02:40:21 wrote ae_009.pth
20240913-02:40:21 epoch_duration 2min47s next_finish 02:43:09
20240913-02:40:22 wrote state.pth
20240913-02:40:22 --- epoch 1008 ----------------------------------------
20240913-02:40:22 current_test_accuracies 0.9591 0.9590 0.9210 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9440
20240913-02:40:22 time_train=22226 time_c_quizzes=10804
20240913-02:40:22 nb_c_quizzes 3223
20240913-02:40:22 training model 2 (accuracy 0.9209876656532288)
20240913-02:40:22 training model 9 (accuracy 0.9440203309059143)
20240913-02:42:25 train_loss 1008 model 2 0.011400641620488386
20240913-02:42:25 train_loss 1008 model 9 0.01111023426353495
20240913-02:42:26 test_loss 1008 model 2 0.006660810345033496
20240913-02:42:26 test_loss 1008 model 9 0.006945790518972217
20240913-02:43:01 test_accuracy 1008 model 9 nb_correct 752 / 798 (94.24%)
20240913-02:43:01 test_accuracy 1008 model 2 nb_correct 731 / 794 (92.07%)
20240913-02:43:02 wrote ae_000.pth
20240913-02:43:03 wrote ae_001.pth
20240913-02:43:04 wrote ae_002.pth
20240913-02:43:04 wrote ae_003.pth
20240913-02:43:05 wrote ae_004.pth
20240913-02:43:06 wrote ae_005.pth
20240913-02:43:06 wrote ae_006.pth
20240913-02:43:07 wrote ae_007.pth
20240913-02:43:08 wrote ae_008.pth
20240913-02:43:08 wrote ae_009.pth
20240913-02:43:08 epoch_duration 2min46s next_finish 02:45:55
20240913-02:43:08 wrote state.pth
20240913-02:43:08 --- epoch 1009 ----------------------------------------
20240913-02:43:08 current_test_accuracies 0.9591 0.9590 0.9207 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9424
20240913-02:43:08 time_train=22385 time_c_quizzes=10804
20240913-02:43:08 nb_c_quizzes 3223
20240913-02:43:08 training model 2 (accuracy 0.9206548929214478)
20240913-02:43:08 training model 9 (accuracy 0.9423558712005615)
20240913-02:45:12 train_loss 1009 model 2 0.010847543516851146
20240913-02:45:12 train_loss 1009 model 9 0.011695912610070082
20240913-02:45:13 test_loss 1009 model 2 0.010055394656103545
20240913-02:45:13 test_loss 1009 model 9 0.009118200854618407
20240913-02:45:50 test_accuracy 1009 model 9 nb_correct 745 / 800 (93.12%)
20240913-02:45:50 test_accuracy 1009 model 2 nb_correct 754 / 796 (94.72%)
20240913-02:45:51 wrote ae_000.pth
20240913-02:45:52 wrote ae_001.pth
20240913-02:45:52 wrote ae_002.pth
20240913-02:45:53 wrote ae_003.pth
20240913-02:45:54 wrote ae_004.pth
20240913-02:45:54 wrote ae_005.pth
20240913-02:45:55 wrote ae_006.pth
20240913-02:45:56 wrote ae_007.pth
20240913-02:45:56 wrote ae_008.pth
20240913-02:45:57 wrote ae_009.pth
20240913-02:45:57 epoch_duration 2min48s next_finish 02:48:46
20240913-02:45:57 wrote state.pth
20240913-02:45:57 --- epoch 1010 ----------------------------------------
20240913-02:45:57 current_test_accuracies 0.9591 0.9590 0.9472 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9312
20240913-02:45:57 time_train=22546 time_c_quizzes=10804
20240913-02:45:57 nb_c_quizzes 3223
20240913-02:45:57 training model 9 (accuracy 0.9312499761581421)
20240913-02:45:57 training model 2 (accuracy 0.947236180305481)
20240913-02:48:01 train_loss 1010 model 9 0.01130464333334021
20240913-02:48:01 train_loss 1010 model 2 0.010898896634616904
20240913-02:48:02 test_loss 1010 model 9 0.0071504853481314965
20240913-02:48:02 test_loss 1010 model 2 0.004421415831228614
20240913-02:48:36 test_accuracy 1010 model 2 nb_correct 735 / 793 (92.69%)
20240913-02:48:39 test_accuracy 1010 model 9 nb_correct 748 / 812 (92.12%)
20240913-02:48:40 wrote ae_000.pth
20240913-02:48:40 wrote ae_001.pth
20240913-02:48:41 wrote ae_002.pth
20240913-02:48:42 wrote ae_003.pth
20240913-02:48:42 wrote ae_004.pth
20240913-02:48:43 wrote ae_005.pth
20240913-02:48:44 wrote ae_006.pth
20240913-02:48:44 wrote ae_007.pth
20240913-02:48:45 wrote ae_008.pth
20240913-02:48:46 wrote ae_009.pth
20240913-02:48:46 epoch_duration 2min48s next_finish 02:51:35
20240913-02:48:46 wrote state.pth
20240913-02:48:46 --- epoch 1011 ----------------------------------------
20240913-02:48:46 current_test_accuracies 0.9591 0.9590 0.9269 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9212
20240913-02:48:46 time_train=22707 time_c_quizzes=10804
20240913-02:48:46 nb_c_quizzes 3223
20240913-02:48:46 training model 9 (accuracy 0.9211822748184204)
20240913-02:48:46 training model 2 (accuracy 0.9268600344657898)
20240913-02:50:49 train_loss 1011 model 9 0.01197041614587215
20240913-02:50:49 train_loss 1011 model 2 0.011436814355499337
20240913-02:50:51 test_loss 1011 model 9 0.008951858100579102
20240913-02:50:51 test_loss 1011 model 2 0.008646014592426355
20240913-02:51:25 test_accuracy 1011 model 2 nb_correct 762 / 811 (93.96%)
20240913-02:51:26 test_accuracy 1011 model 9 nb_correct 732 / 803 (91.16%)
20240913-02:51:27 wrote ae_000.pth
20240913-02:51:28 wrote ae_001.pth
20240913-02:51:28 wrote ae_002.pth
20240913-02:51:29 wrote ae_003.pth
20240913-02:51:30 wrote ae_004.pth
20240913-02:51:30 wrote ae_005.pth
20240913-02:51:31 wrote ae_006.pth
20240913-02:51:32 wrote ae_007.pth
20240913-02:51:32 wrote ae_008.pth
20240913-02:51:33 wrote ae_009.pth
20240913-02:51:33 epoch_duration 2min47s next_finish 02:54:20
20240913-02:51:33 wrote state.pth
20240913-02:51:33 --- epoch 1012 ----------------------------------------
20240913-02:51:33 current_test_accuracies 0.9591 0.9590 0.9396 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9116
20240913-02:51:33 time_train=22867 time_c_quizzes=10804
20240913-02:51:33 nb_c_quizzes 3223
20240913-02:51:33 training model 9 (accuracy 0.9115815758705139)
20240913-02:51:33 training model 2 (accuracy 0.9395807385444641)
20240913-02:53:36 train_loss 1012 model 9 0.01142366305642372
20240913-02:53:36 train_loss 1012 model 2 0.011636178179158378
20240913-02:53:38 test_loss 1012 model 9 0.005882125714225595
20240913-02:53:38 test_loss 1012 model 2 0.005469257631392566
20240913-02:54:11 test_accuracy 1012 model 2 nb_correct 778 / 816 (95.34%)
20240913-02:54:11 test_accuracy 1012 model 9 nb_correct 733 / 796 (92.09%)
20240913-02:54:12 wrote ae_000.pth
20240913-02:54:13 wrote ae_001.pth
20240913-02:54:13 wrote ae_002.pth
20240913-02:54:14 wrote ae_003.pth
20240913-02:54:15 wrote ae_004.pth
20240913-02:54:16 wrote ae_005.pth
20240913-02:54:16 wrote ae_006.pth
20240913-02:54:17 wrote ae_007.pth
20240913-02:54:18 wrote ae_008.pth
20240913-02:54:18 wrote ae_009.pth
20240913-02:54:18 epoch_duration 2min45s next_finish 02:57:04
20240913-02:54:18 wrote state.pth
20240913-02:54:18 --- epoch 1013 ----------------------------------------
20240913-02:54:18 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9517 0.9545 0.9520 0.9615 0.9518 0.9209
20240913-02:54:18 time_train=23025 time_c_quizzes=10804
20240913-02:54:18 nb_c_quizzes 3223
20240913-02:54:18 training model 9 (accuracy 0.9208542704582214)
20240913-02:54:18 training model 4 (accuracy 0.9517326951026917)
20240913-02:56:22 train_loss 1013 model 9 0.010982685451003817
20240913-02:56:22 train_loss 1013 model 4 0.010605019073480434
20240913-02:56:24 test_loss 1013 model 9 0.008303315637209607
20240913-02:56:24 test_loss 1013 model 4 0.007985616174259746
20240913-02:56:59 test_accuracy 1013 model 4 nb_correct 741 / 806 (91.94%)
20240913-02:57:00 test_accuracy 1013 model 9 nb_correct 739 / 797 (92.72%)
20240913-02:57:00 wrote ae_000.pth
20240913-02:57:01 wrote ae_001.pth
20240913-02:57:02 wrote ae_002.pth
20240913-02:57:02 wrote ae_003.pth
20240913-02:57:03 wrote ae_004.pth
20240913-02:57:04 wrote ae_005.pth
20240913-02:57:04 wrote ae_006.pth
20240913-02:57:05 wrote ae_007.pth
20240913-02:57:06 wrote ae_008.pth
20240913-02:57:07 wrote ae_009.pth
20240913-02:57:07 epoch_duration 2min48s next_finish 02:59:55
20240913-02:57:07 wrote state.pth
20240913-02:57:07 --- epoch 1014 ----------------------------------------
20240913-02:57:07 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9194 0.9545 0.9520 0.9615 0.9518 0.9272
20240913-02:57:07 time_train=23186 time_c_quizzes=10804
20240913-02:57:07 nb_c_quizzes 3223
20240913-02:57:07 training model 4 (accuracy 0.9193548560142517)
20240913-02:57:07 training model 9 (accuracy 0.9272270798683167)
20240913-02:59:10 train_loss 1014 model 4 0.010831948654789812
20240913-02:59:10 train_loss 1014 model 9 0.011509674078299214
20240913-02:59:11 test_loss 1014 model 4 0.008404138154025987
20240913-02:59:12 test_loss 1014 model 9 0.012031931454305322
20240913-02:59:48 test_accuracy 1014 model 4 nb_correct 755 / 804 (93.91%)
20240913-02:59:49 test_accuracy 1014 model 9 nb_correct 740 / 800 (92.50%)
20240913-02:59:50 wrote ae_000.pth
20240913-02:59:51 wrote ae_001.pth
20240913-02:59:51 wrote ae_002.pth
20240913-02:59:52 wrote ae_003.pth
20240913-02:59:53 wrote ae_004.pth
20240913-02:59:53 wrote ae_005.pth
20240913-02:59:54 wrote ae_006.pth
20240913-02:59:55 wrote ae_007.pth
20240913-02:59:55 wrote ae_008.pth
20240913-02:59:56 wrote ae_009.pth
20240913-02:59:56 epoch_duration 2min49s next_finish 03:02:46
20240913-02:59:56 wrote state.pth
20240913-02:59:56 --- epoch 1015 ----------------------------------------
20240913-02:59:56 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9391 0.9545 0.9520 0.9615 0.9518 0.9250
20240913-02:59:56 time_train=23348 time_c_quizzes=10804
20240913-02:59:56 nb_c_quizzes 3223
20240913-02:59:56 training model 9 (accuracy 0.925000011920929)
20240913-02:59:56 training model 4 (accuracy 0.9390547275543213)
20240913-03:02:00 train_loss 1015 model 4 0.010825053941796796
20240913-03:02:00 train_loss 1015 model 9 0.01083322381038488
20240913-03:02:02 test_loss 1015 model 4 0.007077344263348095
20240913-03:02:02 test_loss 1015 model 9 0.007808815130579206
20240913-03:02:36 test_accuracy 1015 model 9 nb_correct 756 / 804 (94.03%)
20240913-03:02:37 test_accuracy 1015 model 4 nb_correct 726 / 802 (90.52%)
20240913-03:02:37 wrote ae_000.pth
20240913-03:02:38 wrote ae_001.pth
20240913-03:02:39 wrote ae_002.pth
20240913-03:02:40 wrote ae_003.pth
20240913-03:02:40 wrote ae_004.pth
20240913-03:02:41 wrote ae_005.pth
20240913-03:02:42 wrote ae_006.pth
20240913-03:02:42 wrote ae_007.pth
20240913-03:02:43 wrote ae_008.pth
20240913-03:02:44 wrote ae_009.pth
20240913-03:02:44 epoch_duration 2min47s next_finish 03:05:31
20240913-03:02:44 wrote state.pth
20240913-03:02:44 --- epoch 1016 ----------------------------------------
20240913-03:02:44 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9052 0.9545 0.9520 0.9615 0.9518 0.9403
20240913-03:02:44 time_train=23508 time_c_quizzes=10804
20240913-03:02:44 nb_c_quizzes 3223
20240913-03:02:44 training model 4 (accuracy 0.9052368998527527)
20240913-03:02:44 training model 9 (accuracy 0.9402984976768494)
20240913-03:04:47 train_loss 1016 model 4 0.01046739684356271
20240913-03:04:47 train_loss 1016 model 9 0.011865009522069158
20240913-03:04:49 test_loss 1016 model 4 0.006214527594185881
20240913-03:04:49 test_loss 1016 model 9 0.009394388842383705
20240913-03:05:25 test_accuracy 1016 model 4 nb_correct 756 / 811 (93.22%)
20240913-03:05:27 test_accuracy 1016 model 9 nb_correct 754 / 816 (92.40%)
20240913-03:05:27 wrote ae_000.pth
20240913-03:05:28 wrote ae_001.pth
20240913-03:05:29 wrote ae_002.pth
20240913-03:05:29 wrote ae_003.pth
20240913-03:05:30 wrote ae_004.pth
20240913-03:05:31 wrote ae_005.pth
20240913-03:05:32 wrote ae_006.pth
20240913-03:05:32 wrote ae_007.pth
20240913-03:05:33 wrote ae_008.pth
20240913-03:05:34 wrote ae_009.pth
20240913-03:05:34 epoch_duration 2min49s next_finish 03:08:24
20240913-03:05:34 wrote state.pth
20240913-03:05:34 --- epoch 1017 ----------------------------------------
20240913-03:05:34 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9322 0.9545 0.9520 0.9615 0.9518 0.9240
20240913-03:05:34 time_train=23670 time_c_quizzes=10804
20240913-03:05:34 nb_c_quizzes 3223
20240913-03:05:34 training model 9 (accuracy 0.9240196347236633)
20240913-03:05:34 training model 4 (accuracy 0.9321824908256531)
20240913-03:07:37 train_loss 1017 model 4 0.010735285408823984
20240913-03:07:37 train_loss 1017 model 9 0.011453375070781476
20240913-03:07:39 test_loss 1017 model 4 0.007956974043288767
20240913-03:07:39 test_loss 1017 model 9 0.008086109480109372
20240913-03:08:11 test_accuracy 1017 model 4 nb_correct 758 / 804 (94.28%)
20240913-03:08:16 test_accuracy 1017 model 9 nb_correct 706 / 772 (91.45%)
20240913-03:08:16 wrote ae_000.pth
20240913-03:08:17 wrote ae_001.pth
20240913-03:08:18 wrote ae_002.pth
20240913-03:08:18 wrote ae_003.pth
20240913-03:08:19 wrote ae_004.pth
20240913-03:08:20 wrote ae_005.pth
20240913-03:08:21 wrote ae_006.pth
20240913-03:08:21 wrote ae_007.pth
20240913-03:08:22 wrote ae_008.pth
20240913-03:08:23 wrote ae_009.pth
20240913-03:08:23 epoch_duration 2min49s next_finish 03:11:12
20240913-03:08:23 wrote state.pth
20240913-03:08:23 --- epoch 1018 ----------------------------------------
20240913-03:08:23 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9428 0.9545 0.9520 0.9615 0.9518 0.9145
20240913-03:08:23 time_train=23831 time_c_quizzes=10804
20240913-03:08:23 nb_c_quizzes 3223
20240913-03:08:23 training model 9 (accuracy 0.9145077466964722)
20240913-03:08:23 training model 4 (accuracy 0.9427860975265503)
20240913-03:10:26 train_loss 1018 model 4 0.01077952810008901
20240913-03:10:26 train_loss 1018 model 9 0.011350775735187198
20240913-03:10:28 test_loss 1018 model 4 0.007595516744878239
20240913-03:10:28 test_loss 1018 model 9 0.009371078059439241
20240913-03:11:03 test_accuracy 1018 model 9 nb_correct 763 / 802 (95.14%)
20240913-03:11:06 test_accuracy 1018 model 4 nb_correct 713 / 776 (91.88%)
20240913-03:11:07 wrote ae_000.pth
20240913-03:11:08 wrote ae_001.pth
20240913-03:11:08 wrote ae_002.pth
20240913-03:11:09 wrote ae_003.pth
20240913-03:11:10 wrote ae_004.pth
20240913-03:11:11 wrote ae_005.pth
20240913-03:11:11 wrote ae_006.pth
20240913-03:11:12 wrote ae_007.pth
20240913-03:11:13 wrote ae_008.pth
20240913-03:11:13 wrote ae_009.pth
20240913-03:11:13 epoch_duration 2min50s next_finish 03:14:04
20240913-03:11:13 wrote state.pth
20240913-03:11:13 --- epoch 1019 ----------------------------------------
20240913-03:11:13 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9188 0.9545 0.9520 0.9615 0.9518 0.9514
20240913-03:11:13 time_train=23994 time_c_quizzes=10804
20240913-03:11:13 nb_c_quizzes 3223
20240913-03:11:13 training model 4 (accuracy 0.9188144207000732)
20240913-03:11:13 training model 9 (accuracy 0.9513715505599976)
20240913-03:13:17 train_loss 1019 model 9 0.011718414657450922
20240913-03:13:17 train_loss 1019 model 4 0.010442789519589496
20240913-03:13:18 test_loss 1019 model 9 0.008271002006631533
20240913-03:13:18 test_loss 1019 model 4 0.010482699852104815
20240913-03:13:54 test_accuracy 1019 model 9 nb_correct 756 / 811 (93.22%)
20240913-03:13:57 test_accuracy 1019 model 4 nb_correct 748 / 798 (93.73%)
20240913-03:13:58 wrote ae_000.pth
20240913-03:13:59 wrote ae_001.pth
20240913-03:13:59 wrote ae_002.pth
20240913-03:14:00 wrote ae_003.pth
20240913-03:14:01 wrote ae_004.pth
20240913-03:14:01 wrote ae_005.pth
20240913-03:14:02 wrote ae_006.pth
20240913-03:14:03 wrote ae_007.pth
20240913-03:14:03 wrote ae_008.pth
20240913-03:14:04 wrote ae_009.pth
20240913-03:14:04 epoch_duration 2min50s next_finish 03:16:55
20240913-03:14:04 wrote state.pth
20240913-03:14:04 --- epoch 1020 ----------------------------------------
20240913-03:14:04 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9373 0.9545 0.9520 0.9615 0.9518 0.9322
20240913-03:14:04 time_train=24157 time_c_quizzes=10804
20240913-03:14:04 nb_c_quizzes 3223
20240913-03:14:04 training model 9 (accuracy 0.9321824908256531)
20240913-03:14:04 training model 4 (accuracy 0.9373433589935303)
20240913-03:16:08 train_loss 1020 model 4 0.01069996016744335
20240913-03:16:08 train_loss 1020 model 9 0.011042579223358188
20240913-03:16:09 test_loss 1020 model 4 0.008034900695417947
20240913-03:16:09 test_loss 1020 model 9 0.009874335870207317
20240913-03:16:43 test_accuracy 1020 model 9 nb_correct 770 / 814 (94.59%)
20240913-03:16:43 test_accuracy 1020 model 4 nb_correct 726 / 793 (91.55%)
20240913-03:16:44 wrote ae_000.pth
20240913-03:16:45 wrote ae_001.pth
20240913-03:16:45 wrote ae_002.pth
20240913-03:16:46 wrote ae_003.pth
20240913-03:16:47 wrote ae_004.pth
20240913-03:16:47 wrote ae_005.pth
20240913-03:16:48 wrote ae_006.pth
20240913-03:16:49 wrote ae_007.pth
20240913-03:16:50 wrote ae_008.pth
20240913-03:16:50 wrote ae_009.pth
20240913-03:16:50 epoch_duration 2min46s next_finish 03:19:36
20240913-03:16:50 wrote state.pth
20240913-03:16:50 --- epoch 1021 ----------------------------------------
20240913-03:16:50 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9155 0.9545 0.9520 0.9615 0.9518 0.9459
20240913-03:16:50 time_train=24316 time_c_quizzes=10804
20240913-03:16:50 nb_c_quizzes 3223
20240913-03:16:50 training model 4 (accuracy 0.9155107140541077)
20240913-03:16:50 training model 9 (accuracy 0.9459459185600281)
20240913-03:18:55 train_loss 1021 model 4 0.010711994656046954
20240913-03:18:55 train_loss 1021 model 9 0.011264674966716483
20240913-03:18:56 test_loss 1021 model 4 0.007728332618933109
20240913-03:18:57 test_loss 1021 model 9 0.007636344256616212
20240913-03:19:30 test_accuracy 1021 model 4 nb_correct 730 / 782 (93.35%)
20240913-03:19:40 test_accuracy 1021 model 9 nb_correct 740 / 798 (92.73%)
20240913-03:19:41 wrote ae_000.pth
20240913-03:19:41 wrote ae_001.pth
20240913-03:19:42 wrote ae_002.pth
20240913-03:19:43 wrote ae_003.pth
20240913-03:19:43 wrote ae_004.pth
20240913-03:19:44 wrote ae_005.pth
20240913-03:19:45 wrote ae_006.pth
20240913-03:19:46 wrote ae_007.pth
20240913-03:19:46 wrote ae_008.pth
20240913-03:19:47 wrote ae_009.pth
20240913-03:19:47 epoch_duration 2min56s next_finish 03:22:44
20240913-03:19:47 wrote state.pth
20240913-03:19:47 --- epoch 1022 ----------------------------------------
20240913-03:19:47 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9335 0.9545 0.9520 0.9615 0.9518 0.9273
20240913-03:19:47 time_train=24485 time_c_quizzes=10804
20240913-03:19:47 nb_c_quizzes 3223
20240913-03:19:47 training model 9 (accuracy 0.927318274974823)
20240913-03:19:47 training model 4 (accuracy 0.9335038065910339)
20240913-03:21:51 train_loss 1022 model 9 0.01155077953334876
20240913-03:21:51 train_loss 1022 model 4 0.010904329025353945
20240913-03:21:52 test_loss 1022 model 9 0.012718200568387772
20240913-03:21:52 test_loss 1022 model 4 0.009270156331422186
20240913-03:22:26 test_accuracy 1022 model 9 nb_correct 764 / 812 (94.09%)
20240913-03:22:26 test_accuracy 1022 model 4 nb_correct 726 / 793 (91.55%)
20240913-03:22:27 wrote ae_000.pth
20240913-03:22:28 wrote ae_001.pth
20240913-03:22:29 wrote ae_002.pth
20240913-03:22:29 wrote ae_003.pth
20240913-03:22:30 wrote ae_004.pth
20240913-03:22:31 wrote ae_005.pth
20240913-03:22:31 wrote ae_006.pth
20240913-03:22:32 wrote ae_007.pth
20240913-03:22:33 wrote ae_008.pth
20240913-03:22:33 wrote ae_009.pth
20240913-03:22:33 epoch_duration 2min46s next_finish 03:25:20
20240913-03:22:33 wrote state.pth
20240913-03:22:33 --- epoch 1023 ----------------------------------------
20240913-03:22:33 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9155 0.9545 0.9520 0.9615 0.9518 0.9409
20240913-03:22:33 time_train=24644 time_c_quizzes=10804
20240913-03:22:33 nb_c_quizzes 3223
20240913-03:22:33 training model 4 (accuracy 0.9155107140541077)
20240913-03:22:33 training model 9 (accuracy 0.9408866763114929)
20240913-03:24:37 train_loss 1023 model 9 0.011307260676574515
20240913-03:24:37 train_loss 1023 model 4 0.010858465966317453
20240913-03:24:38 test_loss 1023 model 9 0.009093816924669795
20240913-03:24:38 test_loss 1023 model 4 0.008797275380538849
20240913-03:25:13 test_accuracy 1023 model 4 nb_correct 713 / 799 (89.24%)
20240913-03:25:14 test_accuracy 1023 model 9 nb_correct 726 / 792 (91.67%)
20240913-03:25:14 wrote ae_000.pth
20240913-03:25:15 wrote ae_001.pth
20240913-03:25:16 wrote ae_002.pth
20240913-03:25:17 wrote ae_003.pth
20240913-03:25:17 wrote ae_004.pth
20240913-03:25:18 wrote ae_005.pth
20240913-03:25:19 wrote ae_006.pth
20240913-03:25:19 wrote ae_007.pth
20240913-03:25:20 wrote ae_008.pth
20240913-03:25:21 wrote ae_009.pth
20240913-03:25:21 epoch_duration 2min47s next_finish 03:28:08
20240913-03:25:21 wrote state.pth
20240913-03:25:21 --- epoch 1024 ----------------------------------------
20240913-03:25:21 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.8924 0.9545 0.9520 0.9615 0.9518 0.9167
20240913-03:25:21 time_train=24804 time_c_quizzes=10804
20240913-03:25:21 nb_c_quizzes 3223
20240913-03:25:21 training model 4 (accuracy 0.8923654556274414)
20240913-03:25:21 training model 9 (accuracy 0.9166666865348816)
20240913-03:27:24 train_loss 1024 model 4 0.010607396413852256
20240913-03:27:24 train_loss 1024 model 9 0.01102825914575442
20240913-03:27:25 test_loss 1024 model 4 0.008262244146112607
20240913-03:27:26 test_loss 1024 model 9 0.0065201545582141305
20240913-03:27:58 test_accuracy 1024 model 4 nb_correct 732 / 800 (91.50%)
20240913-03:28:00 test_accuracy 1024 model 9 nb_correct 727 / 787 (92.38%)
20240913-03:28:01 wrote ae_000.pth
20240913-03:28:02 wrote ae_001.pth
20240913-03:28:02 wrote ae_002.pth
20240913-03:28:03 wrote ae_003.pth
20240913-03:28:04 wrote ae_004.pth
20240913-03:28:05 wrote ae_005.pth
20240913-03:28:05 wrote ae_006.pth
20240913-03:28:06 wrote ae_007.pth
20240913-03:28:07 wrote ae_008.pth
20240913-03:28:07 wrote ae_009.pth
20240913-03:28:07 epoch_duration 2min46s next_finish 03:30:54
20240913-03:28:07 wrote state.pth
20240913-03:28:07 --- epoch 1025 ----------------------------------------
20240913-03:28:07 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9150 0.9545 0.9520 0.9615 0.9518 0.9238
20240913-03:28:07 time_train=24963 time_c_quizzes=10804
20240913-03:28:07 nb_c_quizzes 3223
20240913-03:28:07 training model 4 (accuracy 0.9150000214576721)
20240913-03:28:07 training model 9 (accuracy 0.9237611293792725)
20240913-03:30:11 train_loss 1025 model 4 0.01047452376199908
20240913-03:30:11 train_loss 1025 model 9 0.01114774880101686
20240913-03:30:12 test_loss 1025 model 4 0.009118207424512548
20240913-03:30:12 test_loss 1025 model 9 0.006833393013101841
20240913-03:30:46 test_accuracy 1025 model 9 nb_correct 727 / 790 (92.03%)
20240913-03:30:47 test_accuracy 1025 model 4 nb_correct 734 / 798 (91.98%)
20240913-03:30:48 wrote ae_000.pth
20240913-03:30:48 wrote ae_001.pth
20240913-03:30:49 wrote ae_002.pth
20240913-03:30:50 wrote ae_003.pth
20240913-03:30:50 wrote ae_004.pth
20240913-03:30:51 wrote ae_005.pth
20240913-03:30:52 wrote ae_006.pth
20240913-03:30:52 wrote ae_007.pth
20240913-03:30:53 wrote ae_008.pth
20240913-03:30:54 wrote ae_009.pth
20240913-03:30:54 epoch_duration 2min46s next_finish 03:33:40
20240913-03:30:54 wrote state.pth
20240913-03:30:54 --- epoch 1026 ----------------------------------------
20240913-03:30:54 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9198 0.9545 0.9520 0.9615 0.9518 0.9203
20240913-03:30:54 time_train=25122 time_c_quizzes=10804
20240913-03:30:54 nb_c_quizzes 3223
20240913-03:30:54 training model 4 (accuracy 0.9197995066642761)
20240913-03:30:54 training model 9 (accuracy 0.9202531576156616)
20240913-03:32:57 train_loss 1026 model 4 0.010570818435893671
20240913-03:32:57 train_loss 1026 model 9 0.011289341643971057
20240913-03:32:58 test_loss 1026 model 4 0.009799681846732255
20240913-03:32:59 test_loss 1026 model 9 0.006991714993796449
20240913-03:33:34 test_accuracy 1026 model 9 nb_correct 762 / 802 (95.01%)
20240913-03:33:34 test_accuracy 1026 model 4 nb_correct 742 / 802 (92.52%)
20240913-03:33:35 wrote ae_000.pth
20240913-03:33:36 wrote ae_001.pth
20240913-03:33:36 wrote ae_002.pth
20240913-03:33:37 wrote ae_003.pth
20240913-03:33:38 wrote ae_004.pth
20240913-03:33:38 wrote ae_005.pth
20240913-03:33:39 wrote ae_006.pth
20240913-03:33:40 wrote ae_007.pth
20240913-03:33:41 wrote ae_008.pth
20240913-03:33:41 wrote ae_009.pth
20240913-03:33:41 epoch_duration 2min47s next_finish 03:36:29
20240913-03:33:41 wrote state.pth
20240913-03:33:41 --- epoch 1027 ----------------------------------------
20240913-03:33:41 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9252 0.9545 0.9520 0.9615 0.9518 0.9501
20240913-03:33:41 time_train=25282 time_c_quizzes=10804
20240913-03:33:41 nb_c_quizzes 3223
20240913-03:33:41 training model 4 (accuracy 0.9251870512962341)
20240913-03:33:41 training model 9 (accuracy 0.9501246809959412)
20240913-03:35:45 train_loss 1027 model 4 0.010648561620775581
20240913-03:35:45 train_loss 1027 model 9 0.010699170382884404
20240913-03:35:46 test_loss 1027 model 4 0.007369769721870511
20240913-03:35:46 test_loss 1027 model 9 0.007258156824912021
20240913-03:36:23 test_accuracy 1027 model 4 nb_correct 719 / 788 (91.24%)
20240913-03:36:25 test_accuracy 1027 model 9 nb_correct 766 / 814 (94.10%)
20240913-03:36:26 wrote ae_000.pth
20240913-03:36:27 wrote ae_001.pth
20240913-03:36:27 wrote ae_002.pth
20240913-03:36:28 wrote ae_003.pth
20240913-03:36:29 wrote ae_004.pth
20240913-03:36:30 wrote ae_005.pth
20240913-03:36:30 wrote ae_006.pth
20240913-03:36:31 wrote ae_007.pth
20240913-03:36:32 wrote ae_008.pth
20240913-03:36:32 wrote ae_009.pth
20240913-03:36:32 epoch_duration 2min51s next_finish 03:39:23
20240913-03:36:32 wrote state.pth
20240913-03:36:32 --- epoch 1028 ----------------------------------------
20240913-03:36:32 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9124 0.9545 0.9520 0.9615 0.9518 0.9410
20240913-03:36:32 time_train=25446 time_c_quizzes=10804
20240913-03:36:32 nb_c_quizzes 3223
20240913-03:36:32 training model 4 (accuracy 0.9124365448951721)
20240913-03:36:32 training model 9 (accuracy 0.9410319328308105)
20240913-03:38:35 train_loss 1028 model 4 0.011070355335936257
20240913-03:38:36 train_loss 1028 model 9 0.011005987179163639
20240913-03:38:37 test_loss 1028 model 4 0.010224717486271118
20240913-03:38:37 test_loss 1028 model 9 0.009611590869326392
20240913-03:39:12 test_accuracy 1028 model 9 nb_correct 775 / 805 (96.27%)
20240913-03:39:13 test_accuracy 1028 model 4 nb_correct 728 / 776 (93.81%)
20240913-03:39:14 wrote ae_000.pth
20240913-03:39:14 wrote ae_001.pth
20240913-03:39:15 wrote ae_002.pth
20240913-03:39:16 wrote ae_003.pth
20240913-03:39:17 wrote ae_004.pth
20240913-03:39:17 wrote ae_005.pth
20240913-03:39:18 wrote ae_006.pth
20240913-03:39:19 wrote ae_007.pth
20240913-03:39:19 wrote ae_008.pth
20240913-03:39:20 wrote ae_009.pth
20240913-03:39:20 epoch_duration 2min47s next_finish 03:42:08
20240913-03:39:20 wrote state.pth
20240913-03:39:20 --- epoch 1029 ----------------------------------------
20240913-03:39:20 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9381 0.9545 0.9520 0.9615 0.9518 0.9627
20240913-03:39:20 time_train=25606 time_c_quizzes=10804
20240913-03:39:20 nb_c_quizzes 3223
20240913-03:39:20 training model 4 (accuracy 0.938144326210022)
20240913-03:39:20 training model 8 (accuracy 0.9517766237258911)
20240913-03:41:23 train_loss 1029 model 4 0.010868208523012981
20240913-03:41:23 train_loss 1029 model 8 0.01128774688699923
20240913-03:41:25 test_loss 1029 model 4 0.0064791993826418095
20240913-03:41:25 test_loss 1029 model 8 0.010417946388243138
20240913-03:41:57 test_accuracy 1029 model 8 nb_correct 726 / 796 (91.21%)
20240913-03:41:59 test_accuracy 1029 model 4 nb_correct 766 / 809 (94.68%)
20240913-03:42:00 wrote ae_000.pth
20240913-03:42:01 wrote ae_001.pth
20240913-03:42:02 wrote ae_002.pth
20240913-03:42:02 wrote ae_003.pth
20240913-03:42:03 wrote ae_004.pth
20240913-03:42:04 wrote ae_005.pth
20240913-03:42:04 wrote ae_006.pth
20240913-03:42:05 wrote ae_007.pth
20240913-03:42:06 wrote ae_008.pth
20240913-03:42:06 wrote ae_009.pth
20240913-03:42:06 epoch_duration 2min46s next_finish 03:44:53
20240913-03:42:06 wrote state.pth
20240913-03:42:06 --- epoch 1030 ----------------------------------------
20240913-03:42:06 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9468 0.9545 0.9520 0.9615 0.9121 0.9627
20240913-03:42:06 time_train=25765 time_c_quizzes=10804
20240913-03:42:06 nb_c_quizzes 3223
20240913-03:42:06 training model 8 (accuracy 0.9120603203773499)
20240913-03:42:06 training model 4 (accuracy 0.9468479752540588)
20240913-03:44:10 train_loss 1030 model 8 0.011427225458168324
20240913-03:44:10 train_loss 1030 model 4 0.011190490289240188
20240913-03:44:11 test_loss 1030 model 8 0.007710849496777428
20240913-03:44:12 test_loss 1030 model 4 0.006127275991872239
20240913-03:44:46 test_accuracy 1030 model 4 nb_correct 726 / 799 (90.86%)
20240913-03:44:46 test_accuracy 1030 model 8 nb_correct 762 / 808 (94.31%)
20240913-03:44:47 wrote ae_000.pth
20240913-03:44:48 wrote ae_001.pth
20240913-03:44:48 wrote ae_002.pth
20240913-03:44:49 wrote ae_003.pth
20240913-03:44:50 wrote ae_004.pth
20240913-03:44:51 wrote ae_005.pth
20240913-03:44:51 wrote ae_006.pth
20240913-03:44:52 wrote ae_007.pth
20240913-03:44:53 wrote ae_008.pth
20240913-03:44:53 wrote ae_009.pth
20240913-03:44:53 epoch_duration 2min46s next_finish 03:47:40
20240913-03:44:53 wrote state.pth
20240913-03:44:53 --- epoch 1031 ----------------------------------------
20240913-03:44:53 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9086 0.9545 0.9520 0.9615 0.9431 0.9627
20240913-03:44:53 time_train=25924 time_c_quizzes=10804
20240913-03:44:53 nb_c_quizzes 3223
20240913-03:44:53 training model 4 (accuracy 0.9086357951164246)
20240913-03:44:53 training model 8 (accuracy 0.9430692791938782)
20240913-03:46:56 train_loss 1031 model 4 0.010448215459563471
20240913-03:46:57 train_loss 1031 model 8 0.010651447365934473
20240913-03:46:58 test_loss 1031 model 4 0.007778960696361992
20240913-03:46:58 test_loss 1031 model 8 0.006189040582762572
20240913-03:47:33 test_accuracy 1031 model 4 nb_correct 740 / 788 (93.91%)
20240913-03:47:34 test_accuracy 1031 model 8 nb_correct 707 / 776 (91.11%)
20240913-03:47:34 wrote ae_000.pth
20240913-03:47:35 wrote ae_001.pth
20240913-03:47:36 wrote ae_002.pth
20240913-03:47:36 wrote ae_003.pth
20240913-03:47:37 wrote ae_004.pth
20240913-03:47:38 wrote ae_005.pth
20240913-03:47:38 wrote ae_006.pth
20240913-03:47:39 wrote ae_007.pth
20240913-03:47:40 wrote ae_008.pth
20240913-03:47:41 wrote ae_009.pth
20240913-03:47:41 epoch_duration 2min47s next_finish 03:50:28
20240913-03:47:41 wrote state.pth
20240913-03:47:41 --- epoch 1032 ----------------------------------------
20240913-03:47:41 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9391 0.9545 0.9520 0.9615 0.9111 0.9627
20240913-03:47:41 time_train=26084 time_c_quizzes=10804
20240913-03:47:41 nb_c_quizzes 3223
20240913-03:47:41 training model 8 (accuracy 0.9110824465751648)
20240913-03:47:41 training model 4 (accuracy 0.9390863180160522)
20240913-03:49:44 train_loss 1032 model 8 0.010653578034824022
20240913-03:49:44 train_loss 1032 model 4 0.010629825751682802
20240913-03:49:46 test_loss 1032 model 8 0.008478623733890345
20240913-03:49:46 test_loss 1032 model 4 0.004567376190539108
20240913-03:50:21 test_accuracy 1032 model 4 nb_correct 757 / 817 (92.66%)
20240913-03:50:27 test_accuracy 1032 model 8 nb_correct 722 / 798 (90.48%)
20240913-03:50:27 wrote ae_000.pth
20240913-03:50:28 wrote ae_001.pth
20240913-03:50:29 wrote ae_002.pth
20240913-03:50:29 wrote ae_003.pth
20240913-03:50:30 wrote ae_004.pth
20240913-03:50:31 wrote ae_005.pth
20240913-03:50:31 wrote ae_006.pth
20240913-03:50:32 wrote ae_007.pth
20240913-03:50:33 wrote ae_008.pth
20240913-03:50:33 wrote ae_009.pth
20240913-03:50:33 epoch_duration 2min52s next_finish 03:53:26
20240913-03:50:33 wrote state.pth
20240913-03:50:33 --- epoch 1033 ----------------------------------------
20240913-03:50:33 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9266 0.9545 0.9520 0.9615 0.9048 0.9627
20240913-03:50:33 time_train=26250 time_c_quizzes=10804
20240913-03:50:33 nb_c_quizzes 3223
20240913-03:50:33 training model 8 (accuracy 0.9047619104385376)
20240913-03:50:33 training model 4 (accuracy 0.9265605807304382)
20240913-03:52:37 train_loss 1033 model 8 0.01135195893324817
20240913-03:52:37 train_loss 1033 model 4 0.010819544289614897
20240913-03:52:38 test_loss 1033 model 8 0.008484492936418064
20240913-03:52:39 test_loss 1033 model 4 0.00931028750046039
20240913-03:53:13 test_accuracy 1033 model 4 nb_correct 762 / 807 (94.42%)
20240913-03:53:15 test_accuracy 1033 model 8 nb_correct 741 / 816 (90.81%)
20240913-03:53:15 wrote ae_000.pth
20240913-03:53:16 wrote ae_001.pth
20240913-03:53:17 wrote ae_002.pth
20240913-03:53:17 wrote ae_003.pth
20240913-03:53:18 wrote ae_004.pth
20240913-03:53:19 wrote ae_005.pth
20240913-03:53:19 wrote ae_006.pth
20240913-03:53:20 wrote ae_007.pth
20240913-03:53:21 wrote ae_008.pth
20240913-03:53:21 wrote ae_009.pth
20240913-03:53:21 epoch_duration 2min48s next_finish 03:56:09
20240913-03:53:21 wrote state.pth
20240913-03:53:21 --- epoch 1034 ----------------------------------------
20240913-03:53:21 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9442 0.9545 0.9520 0.9615 0.9081 0.9627
20240913-03:53:21 time_train=26411 time_c_quizzes=10804
20240913-03:53:21 nb_c_quizzes 3223
20240913-03:53:21 training model 8 (accuracy 0.908088207244873)
20240913-03:53:21 training model 4 (accuracy 0.9442379474639893)
20240913-03:55:25 train_loss 1034 model 8 0.011488753956729852
20240913-03:55:25 train_loss 1034 model 4 0.010468147075738671
20240913-03:55:26 test_loss 1034 model 8 0.009317996671805417
20240913-03:55:26 test_loss 1034 model 4 0.007146309030375164
20240913-03:56:00 test_accuracy 1034 model 4 nb_correct 749 / 798 (93.86%)
20240913-03:56:01 test_accuracy 1034 model 8 nb_correct 732 / 802 (91.27%)
20240913-03:56:02 wrote ae_000.pth
20240913-03:56:03 wrote ae_001.pth
20240913-03:56:03 wrote ae_002.pth
20240913-03:56:04 wrote ae_003.pth
20240913-03:56:05 wrote ae_004.pth
20240913-03:56:05 wrote ae_005.pth
20240913-03:56:06 wrote ae_006.pth
20240913-03:56:07 wrote ae_007.pth
20240913-03:56:07 wrote ae_008.pth
20240913-03:56:08 wrote ae_009.pth
20240913-03:56:08 epoch_duration 2min46s next_finish 03:58:55
20240913-03:56:08 wrote state.pth
20240913-03:56:08 --- epoch 1035 ----------------------------------------
20240913-03:56:08 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9386 0.9545 0.9520 0.9615 0.9127 0.9627
20240913-03:56:08 time_train=26570 time_c_quizzes=10804
20240913-03:56:08 nb_c_quizzes 3223
20240913-03:56:08 training model 8 (accuracy 0.9127181768417358)
20240913-03:56:08 training model 4 (accuracy 0.9385964870452881)
20240913-03:58:12 train_loss 1035 model 4 0.010413581720087677
20240913-03:58:12 train_loss 1035 model 8 0.011499750777963526
20240913-03:58:13 test_loss 1035 model 4 0.008041669610216217
20240913-03:58:13 test_loss 1035 model 8 0.006824486105551841
20240913-03:58:48 test_accuracy 1035 model 4 nb_correct 753 / 819 (91.94%)
20240913-03:58:48 test_accuracy 1035 model 8 nb_correct 733 / 783 (93.61%)
20240913-03:58:48 wrote ae_000.pth
20240913-03:58:49 wrote ae_001.pth
20240913-03:58:50 wrote ae_002.pth
20240913-03:58:51 wrote ae_003.pth
20240913-03:58:51 wrote ae_004.pth
20240913-03:58:52 wrote ae_005.pth
20240913-03:58:53 wrote ae_006.pth
20240913-03:58:53 wrote ae_007.pth
20240913-03:58:54 wrote ae_008.pth
20240913-03:58:55 wrote ae_009.pth
20240913-03:58:55 epoch_duration 2min46s next_finish 04:01:42
20240913-03:58:55 wrote state.pth
20240913-03:58:55 --- epoch 1036 ----------------------------------------
20240913-03:58:55 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9194 0.9545 0.9520 0.9615 0.9361 0.9627
20240913-03:58:55 time_train=26729 time_c_quizzes=10804
20240913-03:58:55 nb_c_quizzes 3223
20240913-03:58:55 training model 4 (accuracy 0.9194139242172241)
20240913-03:58:55 training model 8 (accuracy 0.9361430406570435)
20240913-04:00:58 train_loss 1036 model 8 0.010907485121533682
20240913-04:00:58 train_loss 1036 model 4 0.010875288238249596
20240913-04:01:00 test_loss 1036 model 8 0.008139073168194955
20240913-04:01:00 test_loss 1036 model 4 0.008601143191367556
20240913-04:01:32 test_accuracy 1036 model 8 nb_correct 757 / 805 (94.04%)
20240913-04:01:33 test_accuracy 1036 model 4 nb_correct 740 / 799 (92.62%)
20240913-04:01:33 wrote ae_000.pth
20240913-04:01:34 wrote ae_001.pth
20240913-04:01:35 wrote ae_002.pth
20240913-04:01:35 wrote ae_003.pth
20240913-04:01:36 wrote ae_004.pth
20240913-04:01:37 wrote ae_005.pth
20240913-04:01:38 wrote ae_006.pth
20240913-04:01:38 wrote ae_007.pth
20240913-04:01:39 wrote ae_008.pth
20240913-04:01:40 wrote ae_009.pth
20240913-04:01:40 epoch_duration 2min44s next_finish 04:04:24
20240913-04:01:40 wrote state.pth
20240913-04:01:40 --- epoch 1037 ----------------------------------------
20240913-04:01:40 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9262 0.9545 0.9520 0.9615 0.9404 0.9627
20240913-04:01:40 time_train=26886 time_c_quizzes=10804
20240913-04:01:40 nb_c_quizzes 3223
20240913-04:01:40 training model 4 (accuracy 0.9261577129364014)
20240913-04:01:40 training model 8 (accuracy 0.94037264585495)
20240913-04:03:43 train_loss 1037 model 8 0.010561482870314649
20240913-04:03:43 train_loss 1037 model 4 0.011033817300400187
20240913-04:03:44 test_loss 1037 model 8 0.007585075552440657
20240913-04:03:44 test_loss 1037 model 4 0.007438797598263136
20240913-04:04:18 test_accuracy 1037 model 8 nb_correct 768 / 806 (95.29%)
20240913-04:04:21 test_accuracy 1037 model 4 nb_correct 720 / 776 (92.78%)
20240913-04:04:22 wrote ae_000.pth
20240913-04:04:22 wrote ae_001.pth
20240913-04:04:23 wrote ae_002.pth
20240913-04:04:24 wrote ae_003.pth
20240913-04:04:24 wrote ae_004.pth
20240913-04:04:25 wrote ae_005.pth
20240913-04:04:26 wrote ae_006.pth
20240913-04:04:26 wrote ae_007.pth
20240913-04:04:27 wrote ae_008.pth
20240913-04:04:28 wrote ae_009.pth
20240913-04:04:28 epoch_duration 2min47s next_finish 04:07:16
20240913-04:04:28 wrote state.pth
20240913-04:04:28 --- epoch 1038 ----------------------------------------
20240913-04:04:28 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9278 0.9545 0.9520 0.9615 0.9529 0.9627
20240913-04:04:28 time_train=27047 time_c_quizzes=10804
20240913-04:04:28 nb_c_quizzes 3223
20240913-04:04:28 training model 4 (accuracy 0.9278350472450256)
20240913-04:04:28 training model 6 (accuracy 0.9519595503807068)
20240913-04:06:31 train_loss 1038 model 6 0.011608127298022736
20240913-04:06:31 train_loss 1038 model 4 0.010936592885460414
20240913-04:06:32 test_loss 1038 model 6 0.007859004359735878
20240913-04:06:32 test_loss 1038 model 4 0.00821010850395396
20240913-04:07:07 test_accuracy 1038 model 4 nb_correct 739 / 803 (92.03%)
20240913-04:07:10 test_accuracy 1038 model 6 nb_correct 704 / 773 (91.07%)
20240913-04:07:11 wrote ae_000.pth
20240913-04:07:12 wrote ae_001.pth
20240913-04:07:12 wrote ae_002.pth
20240913-04:07:13 wrote ae_003.pth
20240913-04:07:14 wrote ae_004.pth
20240913-04:07:14 wrote ae_005.pth
20240913-04:07:15 wrote ae_006.pth
20240913-04:07:16 wrote ae_007.pth
20240913-04:07:16 wrote ae_008.pth
20240913-04:07:17 wrote ae_009.pth
20240913-04:07:17 epoch_duration 2min49s next_finish 04:10:06
20240913-04:07:17 wrote state.pth
20240913-04:07:17 --- epoch 1039 ----------------------------------------
20240913-04:07:17 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9203 0.9545 0.9107 0.9615 0.9529 0.9627
20240913-04:07:17 time_train=27209 time_c_quizzes=10804
20240913-04:07:17 nb_c_quizzes 3223
20240913-04:07:17 training model 6 (accuracy 0.9107373952865601)
20240913-04:07:17 training model 4 (accuracy 0.9202988743782043)
20240913-04:09:20 train_loss 1039 model 4 0.010591704787220806
20240913-04:09:20 train_loss 1039 model 6 0.010341861237739067
20240913-04:09:22 test_loss 1039 model 4 0.008495742943409823
20240913-04:09:22 test_loss 1039 model 6 0.010171837569623676
20240913-04:10:00 test_accuracy 1039 model 6 nb_correct 731 / 805 (90.81%)
20240913-04:10:02 test_accuracy 1039 model 4 nb_correct 741 / 801 (92.51%)
20240913-04:10:02 wrote ae_000.pth
20240913-04:10:03 wrote ae_001.pth
20240913-04:10:04 wrote ae_002.pth
20240913-04:10:05 wrote ae_003.pth
20240913-04:10:05 wrote ae_004.pth
20240913-04:10:06 wrote ae_005.pth
20240913-04:10:07 wrote ae_006.pth
20240913-04:10:07 wrote ae_007.pth
20240913-04:10:08 wrote ae_008.pth
20240913-04:10:09 wrote ae_009.pth
20240913-04:10:09 epoch_duration 2min51s next_finish 04:13:01
20240913-04:10:09 wrote state.pth
20240913-04:10:09 --- epoch 1040 ----------------------------------------
20240913-04:10:09 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9251 0.9545 0.9081 0.9615 0.9529 0.9627
20240913-04:10:09 time_train=27373 time_c_quizzes=10804
20240913-04:10:09 nb_c_quizzes 3223
20240913-04:10:09 training model 6 (accuracy 0.9080745577812195)
20240913-04:10:09 training model 4 (accuracy 0.9250936508178711)
20240913-04:12:12 train_loss 1040 model 4 0.010404364797868765
20240913-04:12:12 train_loss 1040 model 6 0.011666955805183534
20240913-04:12:14 test_loss 1040 model 4 0.006088298570375628
20240913-04:12:14 test_loss 1040 model 6 0.01111689145064929
20240913-04:12:50 test_accuracy 1040 model 6 nb_correct 756 / 807 (93.68%)
20240913-04:12:51 test_accuracy 1040 model 4 nb_correct 760 / 803 (94.65%)
20240913-04:12:52 wrote ae_000.pth
20240913-04:12:52 wrote ae_001.pth
20240913-04:12:53 wrote ae_002.pth
20240913-04:12:54 wrote ae_003.pth
20240913-04:12:54 wrote ae_004.pth
20240913-04:12:55 wrote ae_005.pth
20240913-04:12:56 wrote ae_006.pth
20240913-04:12:56 wrote ae_007.pth
20240913-04:12:57 wrote ae_008.pth
20240913-04:12:58 wrote ae_009.pth
20240913-04:12:58 epoch_duration 2min48s next_finish 04:15:47
20240913-04:12:58 wrote state.pth
20240913-04:12:58 --- epoch 1041 ----------------------------------------
20240913-04:12:58 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9465 0.9545 0.9368 0.9615 0.9529 0.9627
20240913-04:12:58 time_train=27535 time_c_quizzes=10804
20240913-04:12:58 nb_c_quizzes 3223
20240913-04:12:58 training model 6 (accuracy 0.9368029832839966)
20240913-04:12:58 training model 4 (accuracy 0.9464508295059204)
20240913-04:15:01 train_loss 1041 model 4 0.010546901397430702
20240913-04:15:01 train_loss 1041 model 6 0.011422271394018026
20240913-04:15:02 test_loss 1041 model 4 0.007124146342027871
20240913-04:15:02 test_loss 1041 model 6 0.010087731135506317
20240913-04:15:35 test_accuracy 1041 model 6 nb_correct 745 / 803 (92.78%)
20240913-04:15:36 test_accuracy 1041 model 4 nb_correct 756 / 793 (95.33%)
20240913-04:15:37 wrote ae_000.pth
20240913-04:15:38 wrote ae_001.pth
20240913-04:15:38 wrote ae_002.pth
20240913-04:15:39 wrote ae_003.pth
20240913-04:15:40 wrote ae_004.pth
20240913-04:15:40 wrote ae_005.pth
20240913-04:15:41 wrote ae_006.pth
20240913-04:15:42 wrote ae_007.pth
20240913-04:15:42 wrote ae_008.pth
20240913-04:15:43 wrote ae_009.pth
20240913-04:15:43 epoch_duration 2min45s next_finish 04:18:28
20240913-04:15:43 wrote state.pth
20240913-04:15:43 --- epoch 1042 ----------------------------------------
20240913-04:15:43 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9278 0.9615 0.9529 0.9627
20240913-04:15:43 time_train=27693 time_c_quizzes=10804
20240913-04:15:43 nb_c_quizzes 3223
20240913-04:15:43 training model 6 (accuracy 0.9277708530426025)
20240913-04:15:43 training model 8 (accuracy 0.9528536200523376)
20240913-04:17:46 train_loss 1042 model 8 0.011494556630260376
20240913-04:17:46 train_loss 1042 model 6 0.010949926940687874
20240913-04:17:48 test_loss 1042 model 8 0.006910257752542748
20240913-04:17:48 test_loss 1042 model 6 0.009442584147063827
20240913-04:18:22 test_accuracy 1042 model 8 nb_correct 748 / 804 (93.03%)
20240913-04:18:23 test_accuracy 1042 model 6 nb_correct 721 / 787 (91.61%)
20240913-04:18:24 wrote ae_000.pth
20240913-04:18:24 wrote ae_001.pth
20240913-04:18:25 wrote ae_002.pth
20240913-04:18:26 wrote ae_003.pth
20240913-04:18:26 wrote ae_004.pth
20240913-04:18:27 wrote ae_005.pth
20240913-04:18:28 wrote ae_006.pth
20240913-04:18:29 wrote ae_007.pth
20240913-04:18:29 wrote ae_008.pth
20240913-04:18:30 wrote ae_009.pth
20240913-04:18:30 epoch_duration 2min46s next_finish 04:21:17
20240913-04:18:30 wrote state.pth
20240913-04:18:30 --- epoch 1043 ----------------------------------------
20240913-04:18:30 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9161 0.9615 0.9303 0.9627
20240913-04:18:30 time_train=27853 time_c_quizzes=10804
20240913-04:18:30 nb_c_quizzes 3223
20240913-04:18:30 training model 6 (accuracy 0.9161372184753418)
20240913-04:18:30 training model 8 (accuracy 0.93034827709198)
20240913-04:20:34 train_loss 1043 model 6 0.010903571784263476
20240913-04:20:34 train_loss 1043 model 8 0.010510817481048434
20240913-04:20:35 test_loss 1043 model 6 0.00930292064624041
20240913-04:20:35 test_loss 1043 model 8 0.011712988528152835
20240913-04:21:07 test_accuracy 1043 model 8 nb_correct 743 / 806 (92.18%)
20240913-04:21:08 test_accuracy 1043 model 6 nb_correct 778 / 822 (94.65%)
20240913-04:21:09 wrote ae_000.pth
20240913-04:21:10 wrote ae_001.pth
20240913-04:21:10 wrote ae_002.pth
20240913-04:21:11 wrote ae_003.pth
20240913-04:21:12 wrote ae_004.pth
20240913-04:21:12 wrote ae_005.pth
20240913-04:21:13 wrote ae_006.pth
20240913-04:21:14 wrote ae_007.pth
20240913-04:21:14 wrote ae_008.pth
20240913-04:21:15 wrote ae_009.pth
20240913-04:21:15 epoch_duration 2min45s next_finish 04:24:00
20240913-04:21:15 wrote state.pth
20240913-04:21:15 --- epoch 1044 ----------------------------------------
20240913-04:21:15 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9465 0.9615 0.9218 0.9627
20240913-04:21:15 time_train=28011 time_c_quizzes=10804
20240913-04:21:15 nb_c_quizzes 3223
20240913-04:21:15 training model 8 (accuracy 0.921836256980896)
20240913-04:21:15 training model 6 (accuracy 0.9464720487594604)
20240913-04:23:18 train_loss 1044 model 6 0.011947758392339893
20240913-04:23:18 train_loss 1044 model 8 0.010662060404521981
20240913-04:23:20 test_loss 1044 model 6 0.008353264179319808
20240913-04:23:20 test_loss 1044 model 8 0.004957995597305853
20240913-04:23:54 test_accuracy 1044 model 8 nb_correct 737 / 777 (94.85%)
20240913-04:23:57 test_accuracy 1044 model 6 nb_correct 753 / 798 (94.36%)
20240913-04:23:57 wrote ae_000.pth
20240913-04:23:58 wrote ae_001.pth
20240913-04:23:59 wrote ae_002.pth
20240913-04:23:59 wrote ae_003.pth
20240913-04:24:00 wrote ae_004.pth
20240913-04:24:01 wrote ae_005.pth
20240913-04:24:01 wrote ae_006.pth
20240913-04:24:02 wrote ae_007.pth
20240913-04:24:03 wrote ae_008.pth
20240913-04:24:04 wrote ae_009.pth
20240913-04:24:04 epoch_duration 2min48s next_finish 04:26:52
20240913-04:24:04 wrote state.pth
20240913-04:24:04 --- epoch 1045 ----------------------------------------
20240913-04:24:04 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9436 0.9615 0.9485 0.9627
20240913-04:24:04 time_train=28172 time_c_quizzes=10804
20240913-04:24:04 nb_c_quizzes 3223
20240913-04:24:04 training model 6 (accuracy 0.9436089992523193)
20240913-04:24:04 training model 8 (accuracy 0.9485199451446533)
20240913-04:26:07 train_loss 1045 model 8 0.010627120493896655
20240913-04:26:07 train_loss 1045 model 6 0.01121729434590634
20240913-04:26:09 test_loss 1045 model 8 0.007234309105422198
20240913-04:26:09 test_loss 1045 model 6 0.010505362804144625
20240913-04:26:43 test_accuracy 1045 model 8 nb_correct 727 / 798 (91.10%)
20240913-04:26:45 test_accuracy 1045 model 6 nb_correct 732 / 782 (93.61%)
20240913-04:26:45 wrote ae_000.pth
20240913-04:26:46 wrote ae_001.pth
20240913-04:26:47 wrote ae_002.pth
20240913-04:26:47 wrote ae_003.pth
20240913-04:26:48 wrote ae_004.pth
20240913-04:26:49 wrote ae_005.pth
20240913-04:26:49 wrote ae_006.pth
20240913-04:26:50 wrote ae_007.pth
20240913-04:26:51 wrote ae_008.pth
20240913-04:26:52 wrote ae_009.pth
20240913-04:26:52 epoch_duration 2min48s next_finish 04:29:40
20240913-04:26:52 wrote state.pth
20240913-04:26:52 --- epoch 1046 ----------------------------------------
20240913-04:26:52 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9361 0.9615 0.9110 0.9627
20240913-04:26:52 time_train=28333 time_c_quizzes=10804
20240913-04:26:52 nb_c_quizzes 3223
20240913-04:26:52 training model 8 (accuracy 0.9110275506973267)
20240913-04:26:52 training model 6 (accuracy 0.9360613822937012)
20240913-04:28:55 train_loss 1046 model 6 0.011449280651984736
20240913-04:28:55 train_loss 1046 model 8 0.010672994677635871
20240913-04:28:56 test_loss 1046 model 6 0.005971858167694677
20240913-04:28:56 test_loss 1046 model 8 0.010264930083451418
20240913-04:29:32 test_accuracy 1046 model 6 nb_correct 744 / 798 (93.23%)
20240913-04:29:35 test_accuracy 1046 model 8 nb_correct 755 / 802 (94.14%)
20240913-04:29:35 wrote ae_000.pth
20240913-04:29:36 wrote ae_001.pth
20240913-04:29:37 wrote ae_002.pth
20240913-04:29:38 wrote ae_003.pth
20240913-04:29:38 wrote ae_004.pth
20240913-04:29:39 wrote ae_005.pth
20240913-04:29:40 wrote ae_006.pth
20240913-04:29:40 wrote ae_007.pth
20240913-04:29:41 wrote ae_008.pth
20240913-04:29:42 wrote ae_009.pth
20240913-04:29:42 epoch_duration 2min50s next_finish 04:32:32
20240913-04:29:42 wrote state.pth
20240913-04:29:42 --- epoch 1047 ----------------------------------------
20240913-04:29:42 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9323 0.9615 0.9414 0.9627
20240913-04:29:42 time_train=28496 time_c_quizzes=10804
20240913-04:29:42 nb_c_quizzes 3223
20240913-04:29:42 training model 6 (accuracy 0.932330846786499)
20240913-04:29:42 training model 8 (accuracy 0.9413965344429016)
20240913-04:31:45 train_loss 1047 model 6 0.011106149309282045
20240913-04:31:45 train_loss 1047 model 8 0.010680134987549536
20240913-04:31:47 test_loss 1047 model 6 0.010524777799764707
20240913-04:31:47 test_loss 1047 model 8 0.007070354996596251
20240913-04:32:21 test_accuracy 1047 model 6 nb_correct 744 / 801 (92.88%)
20240913-04:32:22 test_accuracy 1047 model 8 nb_correct 742 / 789 (94.04%)
20240913-04:32:23 wrote ae_000.pth
20240913-04:32:24 wrote ae_001.pth
20240913-04:32:24 wrote ae_002.pth
20240913-04:32:25 wrote ae_003.pth
20240913-04:32:26 wrote ae_004.pth
20240913-04:32:26 wrote ae_005.pth
20240913-04:32:27 wrote ae_006.pth
20240913-04:32:28 wrote ae_007.pth
20240913-04:32:28 wrote ae_008.pth
20240913-04:32:29 wrote ae_009.pth
20240913-04:32:29 epoch_duration 2min47s next_finish 04:35:16
20240913-04:32:29 wrote state.pth
20240913-04:32:29 --- epoch 1048 ----------------------------------------
20240913-04:32:29 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9288 0.9615 0.9404 0.9627
20240913-04:32:29 time_train=28656 time_c_quizzes=10804
20240913-04:32:29 nb_c_quizzes 3223
20240913-04:32:29 training model 6 (accuracy 0.9288389682769775)
20240913-04:32:29 training model 8 (accuracy 0.9404309391975403)
20240913-04:34:32 train_loss 1048 model 6 0.011131896941828017
20240913-04:34:32 train_loss 1048 model 8 0.010603201924153836
20240913-04:34:34 test_loss 1048 model 6 0.009236970994246007
20240913-04:34:34 test_loss 1048 model 8 0.008450069811749472
20240913-04:35:07 test_accuracy 1048 model 6 nb_correct 760 / 814 (93.37%)
20240913-04:35:08 test_accuracy 1048 model 8 nb_correct 758 / 813 (93.23%)
20240913-04:35:09 wrote ae_000.pth
20240913-04:35:09 wrote ae_001.pth
20240913-04:35:10 wrote ae_002.pth
20240913-04:35:11 wrote ae_003.pth
20240913-04:35:11 wrote ae_004.pth
20240913-04:35:12 wrote ae_005.pth
20240913-04:35:13 wrote ae_006.pth
20240913-04:35:13 wrote ae_007.pth
20240913-04:35:14 wrote ae_008.pth
20240913-04:35:15 wrote ae_009.pth
20240913-04:35:15 epoch_duration 2min45s next_finish 04:38:00
20240913-04:35:15 wrote state.pth
20240913-04:35:15 --- epoch 1049 ----------------------------------------
20240913-04:35:15 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9337 0.9615 0.9323 0.9627
20240913-04:35:15 time_train=28814 time_c_quizzes=10804
20240913-04:35:15 nb_c_quizzes 3223
20240913-04:35:15 training model 8 (accuracy 0.9323493242263794)
20240913-04:35:15 training model 6 (accuracy 0.9336609244346619)
20240913-04:37:18 train_loss 1049 model 8 0.010424603133709753
20240913-04:37:18 train_loss 1049 model 6 0.011086651632951543
20240913-04:37:20 test_loss 1049 model 8 0.009853851819116244
20240913-04:37:20 test_loss 1049 model 6 0.008225512621982034
20240913-04:37:52 test_accuracy 1049 model 6 nb_correct 735 / 793 (92.69%)
20240913-04:37:57 test_accuracy 1049 model 8 nb_correct 713 / 776 (91.88%)
20240913-04:37:58 wrote ae_000.pth
20240913-04:37:59 wrote ae_001.pth
20240913-04:37:59 wrote ae_002.pth
20240913-04:38:00 wrote ae_003.pth
20240913-04:38:01 wrote ae_004.pth
20240913-04:38:01 wrote ae_005.pth
20240913-04:38:02 wrote ae_006.pth
20240913-04:38:03 wrote ae_007.pth
20240913-04:38:03 wrote ae_008.pth
20240913-04:38:04 wrote ae_009.pth
20240913-04:38:04 epoch_duration 2min49s next_finish 04:40:53
20240913-04:38:04 wrote state.pth
20240913-04:38:04 --- epoch 1050 ----------------------------------------
20240913-04:38:04 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9269 0.9615 0.9188 0.9627
20240913-04:38:04 time_train=28976 time_c_quizzes=10804
20240913-04:38:04 nb_c_quizzes 3223
20240913-04:38:04 training model 8 (accuracy 0.9188144207000732)
20240913-04:38:04 training model 6 (accuracy 0.9268600344657898)
20240913-04:40:08 train_loss 1050 model 8 0.011078583247794996
20240913-04:40:08 train_loss 1050 model 6 0.01066927341428982
20240913-04:40:09 test_loss 1050 model 8 0.010367301447195132
20240913-04:40:09 test_loss 1050 model 6 0.00726620968273437
20240913-04:40:42 test_accuracy 1050 model 8 nb_correct 720 / 807 (89.22%)
20240913-04:40:43 test_accuracy 1050 model 6 nb_correct 754 / 816 (92.40%)
20240913-04:40:44 wrote ae_000.pth
20240913-04:40:45 wrote ae_001.pth
20240913-04:40:45 wrote ae_002.pth
20240913-04:40:46 wrote ae_003.pth
20240913-04:40:47 wrote ae_004.pth
20240913-04:40:47 wrote ae_005.pth
20240913-04:40:48 wrote ae_006.pth
20240913-04:40:49 wrote ae_007.pth
20240913-04:40:49 wrote ae_008.pth
20240913-04:40:50 wrote ae_009.pth
20240913-04:40:50 epoch_duration 2min46s next_finish 04:43:36
20240913-04:40:50 wrote state.pth
20240913-04:40:50 --- epoch 1051 ----------------------------------------
20240913-04:40:50 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9240 0.9615 0.8922 0.9627
20240913-04:40:50 time_train=29135 time_c_quizzes=10804
20240913-04:40:50 nb_c_quizzes 3223
20240913-04:40:50 training model 8 (accuracy 0.8921933174133301)
20240913-04:40:50 training model 6 (accuracy 0.9240196347236633)
20240913-04:42:53 train_loss 1051 model 8 0.010453355750030823
20240913-04:42:53 train_loss 1051 model 6 0.011374310719442293
20240913-04:42:55 test_loss 1051 model 8 0.007348553046347206
20240913-04:42:55 test_loss 1051 model 6 0.010915805363677578
20240913-04:43:28 test_accuracy 1051 model 6 nb_correct 741 / 801 (92.51%)
20240913-04:43:30 test_accuracy 1051 model 8 nb_correct 728 / 785 (92.74%)
20240913-04:43:31 wrote ae_000.pth
20240913-04:43:32 wrote ae_001.pth
20240913-04:43:32 wrote ae_002.pth
20240913-04:43:33 wrote ae_003.pth
20240913-04:43:34 wrote ae_004.pth
20240913-04:43:34 wrote ae_005.pth
20240913-04:43:35 wrote ae_006.pth
20240913-04:43:36 wrote ae_007.pth
20240913-04:43:36 wrote ae_008.pth
20240913-04:43:37 wrote ae_009.pth
20240913-04:43:37 epoch_duration 2min46s next_finish 04:46:24
20240913-04:43:37 wrote state.pth
20240913-04:43:37 --- epoch 1052 ----------------------------------------
20240913-04:43:37 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9251 0.9615 0.9274 0.9627
20240913-04:43:37 time_train=29295 time_c_quizzes=10804
20240913-04:43:37 nb_c_quizzes 3223
20240913-04:43:37 training model 6 (accuracy 0.9250936508178711)
20240913-04:43:37 training model 8 (accuracy 0.9273885488510132)
20240913-04:45:40 train_loss 1052 model 6 0.011114496742919073
20240913-04:45:41 train_loss 1052 model 8 0.010412273990523772
20240913-04:45:42 test_loss 1052 model 6 0.008010786237014145
20240913-04:45:42 test_loss 1052 model 8 0.008230990864421982
20240913-04:46:16 test_accuracy 1052 model 6 nb_correct 773 / 814 (94.96%)
20240913-04:46:17 test_accuracy 1052 model 8 nb_correct 752 / 801 (93.88%)
20240913-04:46:18 wrote ae_000.pth
20240913-04:46:18 wrote ae_001.pth
20240913-04:46:19 wrote ae_002.pth
20240913-04:46:20 wrote ae_003.pth
20240913-04:46:20 wrote ae_004.pth
20240913-04:46:21 wrote ae_005.pth
20240913-04:46:22 wrote ae_006.pth
20240913-04:46:22 wrote ae_007.pth
20240913-04:46:23 wrote ae_008.pth
20240913-04:46:24 wrote ae_009.pth
20240913-04:46:24 epoch_duration 2min46s next_finish 04:49:11
20240913-04:46:24 wrote state.pth
20240913-04:46:24 --- epoch 1053 ----------------------------------------
20240913-04:46:24 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9496 0.9615 0.9388 0.9627
20240913-04:46:24 time_train=29454 time_c_quizzes=10804
20240913-04:46:24 nb_c_quizzes 3223
20240913-04:46:24 training model 8 (accuracy 0.9388264417648315)
20240913-04:46:24 training model 6 (accuracy 0.9496314525604248)
20240913-04:48:27 train_loss 1053 model 6 0.011383430081290499
20240913-04:48:27 train_loss 1053 model 8 0.010296479788048601
20240913-04:48:29 test_loss 1053 model 6 0.0072816827278074925
20240913-04:48:29 test_loss 1053 model 8 0.008250520126263438
20240913-04:49:03 test_accuracy 1053 model 6 nb_correct 743 / 789 (94.17%)
20240913-04:49:03 test_accuracy 1053 model 8 nb_correct 750 / 791 (94.82%)
20240913-04:49:03 wrote ae_000.pth
20240913-04:49:04 wrote ae_001.pth
20240913-04:49:05 wrote ae_002.pth
20240913-04:49:06 wrote ae_003.pth
20240913-04:49:06 wrote ae_004.pth
20240913-04:49:07 wrote ae_005.pth
20240913-04:49:08 wrote ae_006.pth
20240913-04:49:08 wrote ae_007.pth
20240913-04:49:09 wrote ae_008.pth
20240913-04:49:10 wrote ae_009.pth
20240913-04:49:10 epoch_duration 2min45s next_finish 04:51:55
20240913-04:49:10 wrote state.pth
20240913-04:49:10 --- epoch 1054 ----------------------------------------
20240913-04:49:10 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9417 0.9615 0.9482 0.9627
20240913-04:49:10 time_train=29612 time_c_quizzes=10804
20240913-04:49:10 nb_c_quizzes 3223
20240913-04:49:10 training model 6 (accuracy 0.9416983723640442)
20240913-04:49:10 training model 8 (accuracy 0.9481669068336487)
20240913-04:51:13 train_loss 1054 model 6 0.011511584528153434
20240913-04:51:13 train_loss 1054 model 8 0.010609279708984105
20240913-04:51:15 test_loss 1054 model 6 0.008029107811032077
20240913-04:51:15 test_loss 1054 model 8 0.008011083426434595
20240913-04:51:51 test_accuracy 1054 model 8 nb_correct 759 / 799 (94.99%)
20240913-04:51:52 test_accuracy 1054 model 6 nb_correct 722 / 785 (91.97%)
20240913-04:51:53 wrote ae_000.pth
20240913-04:51:53 wrote ae_001.pth
20240913-04:51:54 wrote ae_002.pth
20240913-04:51:55 wrote ae_003.pth
20240913-04:51:55 wrote ae_004.pth
20240913-04:51:56 wrote ae_005.pth
20240913-04:51:57 wrote ae_006.pth
20240913-04:51:58 wrote ae_007.pth
20240913-04:51:58 wrote ae_008.pth
20240913-04:51:59 wrote ae_009.pth
20240913-04:51:59 epoch_duration 2min49s next_finish 04:54:48
20240913-04:51:59 wrote state.pth
20240913-04:51:59 --- epoch 1055 ----------------------------------------
20240913-04:51:59 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9197 0.9615 0.9499 0.9627
20240913-04:51:59 time_train=29774 time_c_quizzes=10804
20240913-04:51:59 nb_c_quizzes 3223
20240913-04:51:59 training model 6 (accuracy 0.9197452068328857)
20240913-04:51:59 training model 8 (accuracy 0.9499374032020569)
20240913-04:54:03 train_loss 1055 model 8 0.010975745012953666
20240913-04:54:03 train_loss 1055 model 6 0.010540426819181449
20240913-04:54:04 test_loss 1055 model 6 0.004720833245048084
20240913-04:54:04 test_loss 1055 model 8 0.008729041262860449
20240913-04:54:39 test_accuracy 1055 model 8 nb_correct 765 / 811 (94.33%)
20240913-04:54:43 test_accuracy 1055 model 6 nb_correct 714 / 793 (90.04%)
20240913-04:54:44 wrote ae_000.pth
20240913-04:54:44 wrote ae_001.pth
20240913-04:54:45 wrote ae_002.pth
20240913-04:54:46 wrote ae_003.pth
20240913-04:54:47 wrote ae_004.pth
20240913-04:54:47 wrote ae_005.pth
20240913-04:54:48 wrote ae_006.pth
20240913-04:54:49 wrote ae_007.pth
20240913-04:54:49 wrote ae_008.pth
20240913-04:54:50 wrote ae_009.pth
20240913-04:54:50 epoch_duration 2min51s next_finish 04:57:41
20240913-04:54:50 wrote state.pth
20240913-04:54:50 --- epoch 1056 ----------------------------------------
20240913-04:54:50 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9004 0.9615 0.9433 0.9627
20240913-04:54:50 time_train=29938 time_c_quizzes=10804
20240913-04:54:50 nb_c_quizzes 3223
20240913-04:54:50 training model 6 (accuracy 0.9003782868385315)
20240913-04:54:50 training model 8 (accuracy 0.9432799220085144)
20240913-04:56:53 train_loss 1056 model 6 0.011604464227993959
20240913-04:56:53 train_loss 1056 model 8 0.010448714027480491
20240913-04:56:55 test_loss 1056 model 6 0.007258064397303343
20240913-04:56:55 test_loss 1056 model 8 0.009106374101651937
20240913-04:57:27 test_accuracy 1056 model 8 nb_correct 767 / 821 (93.42%)
20240913-04:57:31 test_accuracy 1056 model 6 nb_correct 733 / 793 (92.43%)
20240913-04:57:32 wrote ae_000.pth
20240913-04:57:33 wrote ae_001.pth
20240913-04:57:33 wrote ae_002.pth
20240913-04:57:34 wrote ae_003.pth
20240913-04:57:35 wrote ae_004.pth
20240913-04:57:35 wrote ae_005.pth
20240913-04:57:36 wrote ae_006.pth
20240913-04:57:37 wrote ae_007.pth
20240913-04:57:37 wrote ae_008.pth
20240913-04:57:38 wrote ae_009.pth
20240913-04:57:38 epoch_duration 2min48s next_finish 05:00:26
20240913-04:57:38 wrote state.pth
20240913-04:57:38 --- epoch 1057 ----------------------------------------
20240913-04:57:38 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9243 0.9615 0.9342 0.9627
20240913-04:57:38 time_train=30099 time_c_quizzes=10804
20240913-04:57:38 nb_c_quizzes 3223
20240913-04:57:38 training model 6 (accuracy 0.9243379831314087)
20240913-04:57:38 training model 8 (accuracy 0.9342265725135803)
20240913-04:59:42 train_loss 1057 model 6 0.010861066654591923
20240913-04:59:42 train_loss 1057 model 8 0.010777233814344072
20240913-04:59:43 test_loss 1057 model 6 0.006149285369878044
20240913-04:59:43 test_loss 1057 model 8 0.006099600420806439
20240913-05:00:17 test_accuracy 1057 model 8 nb_correct 762 / 804 (94.78%)
20240913-05:00:18 test_accuracy 1057 model 6 nb_correct 736 / 802 (91.77%)
20240913-05:00:19 wrote ae_000.pth
20240913-05:00:19 wrote ae_001.pth
20240913-05:00:20 wrote ae_002.pth
20240913-05:00:21 wrote ae_003.pth
20240913-05:00:21 wrote ae_004.pth
20240913-05:00:22 wrote ae_005.pth
20240913-05:00:23 wrote ae_006.pth
20240913-05:00:23 wrote ae_007.pth
20240913-05:00:24 wrote ae_008.pth
20240913-05:00:25 wrote ae_009.pth
20240913-05:00:25 epoch_duration 2min46s next_finish 05:03:12
20240913-05:00:25 wrote state.pth
20240913-05:00:25 --- epoch 1058 ----------------------------------------
20240913-05:00:25 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9177 0.9615 0.9478 0.9627
20240913-05:00:25 time_train=30258 time_c_quizzes=10804
20240913-05:00:25 nb_c_quizzes 3223
20240913-05:00:25 training model 6 (accuracy 0.9177057147026062)
20240913-05:00:25 training model 8 (accuracy 0.9477611780166626)
20240913-05:02:28 train_loss 1058 model 8 0.010209211521150792
20240913-05:02:28 train_loss 1058 model 6 0.010399505030668478
20240913-05:02:30 test_loss 1058 model 8 0.007695384234796166
20240913-05:02:30 test_loss 1058 model 6 0.009543424498620823
20240913-05:03:04 test_accuracy 1058 model 8 nb_correct 763 / 810 (94.20%)
20240913-05:03:05 test_accuracy 1058 model 6 nb_correct 756 / 794 (95.21%)
20240913-05:03:06 wrote ae_000.pth
20240913-05:03:07 wrote ae_001.pth
20240913-05:03:08 wrote ae_002.pth
20240913-05:03:08 wrote ae_003.pth
20240913-05:03:09 wrote ae_004.pth
20240913-05:03:10 wrote ae_005.pth
20240913-05:03:10 wrote ae_006.pth
20240913-05:03:11 wrote ae_007.pth
20240913-05:03:12 wrote ae_008.pth
20240913-05:03:12 wrote ae_009.pth
20240913-05:03:12 epoch_duration 2min47s next_finish 05:06:00
20240913-05:03:12 wrote state.pth
20240913-05:03:12 --- epoch 1059 ----------------------------------------
20240913-05:03:12 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9521 0.9615 0.9420 0.9627
20240913-05:03:12 time_train=30418 time_c_quizzes=10804
20240913-05:03:12 nb_c_quizzes 3223
20240913-05:03:12 training model 8 (accuracy 0.9419752955436707)
20240913-05:03:12 training model 6 (accuracy 0.9521410465240479)
20240913-05:05:16 train_loss 1059 model 6 0.011405375222301246
20240913-05:05:16 train_loss 1059 model 8 0.011390805495359927
20240913-05:05:17 test_loss 1059 model 6 0.007657972790468648
20240913-05:05:17 test_loss 1059 model 8 0.010543099243045617
20240913-05:05:51 test_accuracy 1059 model 8 nb_correct 765 / 808 (94.68%)
20240913-05:05:52 test_accuracy 1059 model 6 nb_correct 750 / 791 (94.82%)
20240913-05:05:53 wrote ae_000.pth
20240913-05:05:53 wrote ae_001.pth
20240913-05:05:54 wrote ae_002.pth
20240913-05:05:55 wrote ae_003.pth
20240913-05:05:55 wrote ae_004.pth
20240913-05:05:56 wrote ae_005.pth
20240913-05:05:57 wrote ae_006.pth
20240913-05:05:58 wrote ae_007.pth
20240913-05:05:58 wrote ae_008.pth
20240913-05:05:59 wrote ae_009.pth
20240913-05:05:59 epoch_duration 2min46s next_finish 05:08:45
20240913-05:05:59 wrote state.pth
20240913-05:05:59 --- epoch 1060 ----------------------------------------
20240913-05:05:59 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9482 0.9615 0.9468 0.9627
20240913-05:05:59 time_train=30577 time_c_quizzes=10804
20240913-05:05:59 nb_c_quizzes 3223
20240913-05:05:59 training model 8 (accuracy 0.9467821717262268)
20240913-05:05:59 training model 6 (accuracy 0.9481669068336487)
20240913-05:08:03 train_loss 1060 model 8 0.010860610770239873
20240913-05:08:03 train_loss 1060 model 6 0.01128701436409574
20240913-05:08:04 test_loss 1060 model 8 0.008012827689410074
20240913-05:08:04 test_loss 1060 model 6 0.008024779491989875
20240913-05:08:37 test_accuracy 1060 model 8 nb_correct 769 / 825 (93.21%)
20240913-05:08:41 test_accuracy 1060 model 6 nb_correct 722 / 782 (92.33%)
20240913-05:08:41 wrote ae_000.pth
20240913-05:08:42 wrote ae_001.pth
20240913-05:08:43 wrote ae_002.pth
20240913-05:08:43 wrote ae_003.pth
20240913-05:08:44 wrote ae_004.pth
20240913-05:08:45 wrote ae_005.pth
20240913-05:08:46 wrote ae_006.pth
20240913-05:08:46 wrote ae_007.pth
20240913-05:08:47 wrote ae_008.pth
20240913-05:08:48 wrote ae_009.pth
20240913-05:08:48 epoch_duration 2min48s next_finish 05:11:36
20240913-05:08:48 wrote state.pth
20240913-05:08:48 --- epoch 1061 ----------------------------------------
20240913-05:08:48 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9233 0.9615 0.9321 0.9627
20240913-05:08:48 time_train=30738 time_c_quizzes=10804
20240913-05:08:48 nb_c_quizzes 3223
20240913-05:08:48 training model 6 (accuracy 0.9232736825942993)
20240913-05:08:48 training model 8 (accuracy 0.932121217250824)
20240913-05:10:51 train_loss 1061 model 6 0.010982222084054229
20240913-05:10:51 train_loss 1061 model 8 0.011074639101906541
20240913-05:10:53 test_loss 1061 model 6 0.008581594275426596
20240913-05:10:53 test_loss 1061 model 8 0.0068647013398958736
20240913-05:11:27 test_accuracy 1061 model 8 nb_correct 742 / 790 (93.92%)
20240913-05:11:29 test_accuracy 1061 model 6 nb_correct 766 / 821 (93.30%)
20240913-05:11:30 wrote ae_000.pth
20240913-05:11:31 wrote ae_001.pth
20240913-05:11:32 wrote ae_002.pth
20240913-05:11:32 wrote ae_003.pth
20240913-05:11:33 wrote ae_004.pth
20240913-05:11:34 wrote ae_005.pth
20240913-05:11:34 wrote ae_006.pth
20240913-05:11:35 wrote ae_007.pth
20240913-05:11:36 wrote ae_008.pth
20240913-05:11:36 wrote ae_009.pth
20240913-05:11:36 epoch_duration 2min48s next_finish 05:14:25
20240913-05:11:36 wrote state.pth
20240913-05:11:36 --- epoch 1062 ----------------------------------------
20240913-05:11:36 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9330 0.9615 0.9392 0.9627
20240913-05:11:36 time_train=30899 time_c_quizzes=10804
20240913-05:11:36 nb_c_quizzes 3223
20240913-05:11:36 training model 6 (accuracy 0.9330085515975952)
20240913-05:11:36 training model 8 (accuracy 0.9392405152320862)
20240913-05:13:40 train_loss 1062 model 6 0.011146298341403963
20240913-05:13:40 train_loss 1062 model 8 0.010881715752560013
20240913-05:13:41 test_loss 1062 model 6 0.005465718373443451
20240913-05:13:41 test_loss 1062 model 8 0.007307393170856357
20240913-05:14:17 test_accuracy 1062 model 6 nb_correct 725 / 787 (92.12%)
20240913-05:14:18 test_accuracy 1062 model 8 nb_correct 742 / 785 (94.52%)
20240913-05:14:19 wrote ae_000.pth
20240913-05:14:20 wrote ae_001.pth
20240913-05:14:20 wrote ae_002.pth
20240913-05:14:21 wrote ae_003.pth
20240913-05:14:22 wrote ae_004.pth
20240913-05:14:22 wrote ae_005.pth
20240913-05:14:23 wrote ae_006.pth
20240913-05:14:24 wrote ae_007.pth
20240913-05:14:24 wrote ae_008.pth
20240913-05:14:25 wrote ae_009.pth
20240913-05:14:25 epoch_duration 2min48s next_finish 05:17:14
20240913-05:14:25 wrote state.pth
20240913-05:14:25 --- epoch 1063 ----------------------------------------
20240913-05:14:25 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9212 0.9615 0.9452 0.9627
20240913-05:14:25 time_train=31060 time_c_quizzes=10804
20240913-05:14:25 nb_c_quizzes 3223
20240913-05:14:25 training model 6 (accuracy 0.9212198257446289)
20240913-05:14:25 training model 8 (accuracy 0.9452229142189026)
20240913-05:16:28 train_loss 1063 model 8 0.010534509117922426
20240913-05:16:28 train_loss 1063 model 6 0.010716037247982967
20240913-05:16:30 test_loss 1063 model 8 0.007948920566042262
20240913-05:16:30 test_loss 1063 model 6 0.009733760706030381
20240913-05:17:04 test_accuracy 1063 model 6 nb_correct 749 / 804 (93.16%)
20240913-05:17:05 test_accuracy 1063 model 8 nb_correct 742 / 794 (93.45%)
20240913-05:17:06 wrote ae_000.pth
20240913-05:17:07 wrote ae_001.pth
20240913-05:17:07 wrote ae_002.pth
20240913-05:17:08 wrote ae_003.pth
20240913-05:17:09 wrote ae_004.pth
20240913-05:17:10 wrote ae_005.pth
20240913-05:17:10 wrote ae_006.pth
20240913-05:17:11 wrote ae_007.pth
20240913-05:17:12 wrote ae_008.pth
20240913-05:17:12 wrote ae_009.pth
20240913-05:17:12 epoch_duration 2min47s next_finish 05:19:59
20240913-05:17:12 wrote state.pth
20240913-05:17:12 --- epoch 1064 ----------------------------------------
20240913-05:17:12 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9316 0.9615 0.9345 0.9627
20240913-05:17:12 time_train=31220 time_c_quizzes=10804
20240913-05:17:12 nb_c_quizzes 3223
20240913-05:17:12 training model 6 (accuracy 0.9315920472145081)
20240913-05:17:12 training model 8 (accuracy 0.9345088005065918)
20240913-05:19:15 train_loss 1064 model 8 0.010486027002549235
20240913-05:19:15 train_loss 1064 model 6 0.01124005342231976
20240913-05:19:17 test_loss 1064 model 8 0.008315548431244223
20240913-05:19:17 test_loss 1064 model 6 0.0066544516082046815
20240913-05:19:50 test_accuracy 1064 model 8 nb_correct 753 / 806 (93.42%)
20240913-05:19:51 test_accuracy 1064 model 6 nb_correct 754 / 819 (92.06%)
20240913-05:19:52 wrote ae_000.pth
20240913-05:19:53 wrote ae_001.pth
20240913-05:19:53 wrote ae_002.pth
20240913-05:19:54 wrote ae_003.pth
20240913-05:19:55 wrote ae_004.pth
20240913-05:19:55 wrote ae_005.pth
20240913-05:19:56 wrote ae_006.pth
20240913-05:19:57 wrote ae_007.pth
20240913-05:19:57 wrote ae_008.pth
20240913-05:19:58 wrote ae_009.pth
20240913-05:19:58 epoch_duration 2min45s next_finish 05:22:44
20240913-05:19:58 wrote state.pth
20240913-05:19:58 --- epoch 1065 ----------------------------------------
20240913-05:19:58 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9206 0.9615 0.9342 0.9627
20240913-05:19:58 time_train=31379 time_c_quizzes=10804
20240913-05:19:58 nb_c_quizzes 3223
20240913-05:19:58 training model 6 (accuracy 0.920634925365448)
20240913-05:19:58 training model 8 (accuracy 0.9342432022094727)
20240913-05:22:01 train_loss 1065 model 8 0.010445692451834476
20240913-05:22:01 train_loss 1065 model 6 0.010502787134662867
20240913-05:22:03 test_loss 1065 model 8 0.0073319190240994205
20240913-05:22:03 test_loss 1065 model 6 0.007391123510140573
20240913-05:22:36 test_accuracy 1065 model 6 nb_correct 751 / 803 (93.52%)
20240913-05:22:38 test_accuracy 1065 model 8 nb_correct 740 / 783 (94.51%)
20240913-05:22:39 wrote ae_000.pth
20240913-05:22:40 wrote ae_001.pth
20240913-05:22:40 wrote ae_002.pth
20240913-05:22:41 wrote ae_003.pth
20240913-05:22:42 wrote ae_004.pth
20240913-05:22:42 wrote ae_005.pth
20240913-05:22:43 wrote ae_006.pth
20240913-05:22:44 wrote ae_007.pth
20240913-05:22:45 wrote ae_008.pth
20240913-05:22:45 wrote ae_009.pth
20240913-05:22:45 epoch_duration 2min47s next_finish 05:25:32
20240913-05:22:45 wrote state.pth
20240913-05:22:45 --- epoch 1066 ----------------------------------------
20240913-05:22:45 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9352 0.9615 0.9451 0.9627
20240913-05:22:45 time_train=31539 time_c_quizzes=10804
20240913-05:22:45 nb_c_quizzes 3223
20240913-05:22:45 training model 6 (accuracy 0.9352428317070007)
20240913-05:22:45 training model 8 (accuracy 0.9450830221176147)
20240913-05:24:49 train_loss 1066 model 6 0.011070627787707054
20240913-05:24:49 train_loss 1066 model 8 0.010097900234606641
20240913-05:24:50 test_loss 1066 model 6 0.005741099905725378
20240913-05:24:51 test_loss 1066 model 8 0.009030430107830511
20240913-05:25:24 test_accuracy 1066 model 8 nb_correct 732 / 793 (92.31%)
20240913-05:25:26 test_accuracy 1066 model 6 nb_correct 744 / 793 (93.82%)
20240913-05:25:27 wrote ae_000.pth
20240913-05:25:27 wrote ae_001.pth
20240913-05:25:28 wrote ae_002.pth
20240913-05:25:29 wrote ae_003.pth
20240913-05:25:30 wrote ae_004.pth
20240913-05:25:30 wrote ae_005.pth
20240913-05:25:31 wrote ae_006.pth
20240913-05:25:32 wrote ae_007.pth
20240913-05:25:32 wrote ae_008.pth
20240913-05:25:33 wrote ae_009.pth
20240913-05:25:33 epoch_duration 2min47s next_finish 05:28:21
20240913-05:25:33 wrote state.pth
20240913-05:25:33 --- epoch 1067 ----------------------------------------
20240913-05:25:33 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9382 0.9615 0.9231 0.9627
20240913-05:25:33 time_train=31699 time_c_quizzes=10804
20240913-05:25:33 nb_c_quizzes 3223
20240913-05:25:33 training model 8 (accuracy 0.9230769276618958)
20240913-05:25:33 training model 6 (accuracy 0.9382093548774719)
20240913-05:27:36 train_loss 1067 model 8 0.011448583580411651
20240913-05:27:37 train_loss 1067 model 6 0.010604655065188127
20240913-05:27:38 test_loss 1067 model 8 0.0067667802031792235
20240913-05:27:38 test_loss 1067 model 6 0.006777358802810341
20240913-05:28:09 test_accuracy 1067 model 8 nb_correct 758 / 828 (91.55%)
20240913-05:28:14 test_accuracy 1067 model 6 nb_correct 774 / 833 (92.92%)
20240913-05:28:15 wrote ae_000.pth
20240913-05:28:15 wrote ae_001.pth
20240913-05:28:16 wrote ae_002.pth
20240913-05:28:17 wrote ae_003.pth
20240913-05:28:18 wrote ae_004.pth
20240913-05:28:18 wrote ae_005.pth
20240913-05:28:19 wrote ae_006.pth
20240913-05:28:20 wrote ae_007.pth
20240913-05:28:20 wrote ae_008.pth
20240913-05:28:21 wrote ae_009.pth
20240913-05:28:21 epoch_duration 2min48s next_finish 05:31:09
20240913-05:28:21 wrote state.pth
20240913-05:28:21 --- epoch 1068 ----------------------------------------
20240913-05:28:21 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9292 0.9615 0.9155 0.9627
20240913-05:28:21 time_train=31860 time_c_quizzes=10804
20240913-05:28:21 nb_c_quizzes 3223
20240913-05:28:21 training model 8 (accuracy 0.9154589176177979)
20240913-05:28:21 training model 6 (accuracy 0.9291716814041138)
20240913-05:30:24 train_loss 1068 model 8 0.01051300511920499
20240913-05:30:24 train_loss 1068 model 6 0.011281131485291553
20240913-05:30:26 test_loss 1068 model 8 0.007080373590386557
20240913-05:30:26 test_loss 1068 model 6 0.00673749890667068
20240913-05:31:00 test_accuracy 1068 model 8 nb_correct 740 / 793 (93.32%)
20240913-05:31:03 test_accuracy 1068 model 6 nb_correct 745 / 790 (94.30%)
20240913-05:31:03 wrote ae_000.pth
20240913-05:31:04 wrote ae_001.pth
20240913-05:31:05 wrote ae_002.pth
20240913-05:31:05 wrote ae_003.pth
20240913-05:31:06 wrote ae_004.pth
20240913-05:31:07 wrote ae_005.pth
20240913-05:31:07 wrote ae_006.pth
20240913-05:31:08 wrote ae_007.pth
20240913-05:31:09 wrote ae_008.pth
20240913-05:31:09 wrote ae_009.pth
20240913-05:31:09 epoch_duration 2min48s next_finish 05:33:58
20240913-05:31:09 wrote state.pth
20240913-05:31:09 --- epoch 1069 ----------------------------------------
20240913-05:31:09 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9430 0.9615 0.9332 0.9627
20240913-05:31:09 time_train=32021 time_c_quizzes=10804
20240913-05:31:09 nb_c_quizzes 3223
20240913-05:31:09 training model 8 (accuracy 0.9331651926040649)
20240913-05:31:09 training model 6 (accuracy 0.9430379867553711)
20240913-05:33:13 train_loss 1069 model 8 0.010024785924888875
20240913-05:33:13 train_loss 1069 model 6 0.010652669840257659
20240913-05:33:14 test_loss 1069 model 8 0.007680466934675678
20240913-05:33:14 test_loss 1069 model 6 0.008234589942298953
20240913-05:33:48 test_accuracy 1069 model 8 nb_correct 772 / 814 (94.84%)
20240913-05:33:48 test_accuracy 1069 model 6 nb_correct 759 / 795 (95.47%)
20240913-05:33:49 wrote ae_000.pth
20240913-05:33:50 wrote ae_001.pth
20240913-05:33:50 wrote ae_002.pth
20240913-05:33:51 wrote ae_003.pth
20240913-05:33:52 wrote ae_004.pth
20240913-05:33:52 wrote ae_005.pth
20240913-05:33:53 wrote ae_006.pth
20240913-05:33:54 wrote ae_007.pth
20240913-05:33:54 wrote ae_008.pth
20240913-05:33:55 wrote ae_009.pth
20240913-05:33:55 epoch_duration 2min45s next_finish 05:36:41
20240913-05:33:55 wrote state.pth
20240913-05:33:55 --- epoch 1070 ----------------------------------------
20240913-05:33:55 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9533 0.9545 0.9547 0.9615 0.9484 0.9627
20240913-05:33:55 time_train=32179 time_c_quizzes=10804
20240913-05:33:55 nb_c_quizzes 3223
20240913-05:33:55 training model 8 (accuracy 0.9484029412269592)
20240913-05:33:55 training model 4 (accuracy 0.9533417224884033)
20240913-05:35:58 train_loss 1070 model 4 0.010447083989772182
20240913-05:35:58 train_loss 1070 model 8 0.010378548765404049
20240913-05:36:00 test_loss 1070 model 4 0.007394028322184454
20240913-05:36:00 test_loss 1070 model 8 0.00982558338050694
20240913-05:36:33 test_accuracy 1070 model 4 nb_correct 739 / 788 (93.78%)
20240913-05:36:35 test_accuracy 1070 model 8 nb_correct 744 / 790 (94.18%)
20240913-05:36:35 wrote ae_000.pth
20240913-05:36:36 wrote ae_001.pth
20240913-05:36:37 wrote ae_002.pth
20240913-05:36:37 wrote ae_003.pth
20240913-05:36:38 wrote ae_004.pth
20240913-05:36:39 wrote ae_005.pth
20240913-05:36:39 wrote ae_006.pth
20240913-05:36:40 wrote ae_007.pth
20240913-05:36:41 wrote ae_008.pth
20240913-05:36:42 wrote ae_009.pth
20240913-05:36:42 epoch_duration 2min46s next_finish 05:39:28
20240913-05:36:42 wrote state.pth
20240913-05:36:42 --- epoch 1071 ----------------------------------------
20240913-05:36:42 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9378 0.9545 0.9547 0.9615 0.9418 0.9627
20240913-05:36:42 time_train=32338 time_c_quizzes=10804
20240913-05:36:42 nb_c_quizzes 3223
20240913-05:36:42 training model 4 (accuracy 0.9378172755241394)
20240913-05:36:42 training model 8 (accuracy 0.9417721629142761)
20240913-05:38:45 train_loss 1071 model 4 0.0102493396216978
20240913-05:38:45 train_loss 1071 model 8 0.010499046074285616
20240913-05:38:47 test_loss 1071 model 4 0.007171004178053409
20240913-05:38:47 test_loss 1071 model 8 0.007619074978128993
20240913-05:39:22 test_accuracy 1071 model 8 nb_correct 757 / 799 (94.74%)
20240913-05:39:27 test_accuracy 1071 model 4 nb_correct 723 / 787 (91.87%)
20240913-05:39:27 wrote ae_000.pth
20240913-05:39:28 wrote ae_001.pth
20240913-05:39:29 wrote ae_002.pth
20240913-05:39:30 wrote ae_003.pth
20240913-05:39:30 wrote ae_004.pth
20240913-05:39:31 wrote ae_005.pth
20240913-05:39:32 wrote ae_006.pth
20240913-05:39:32 wrote ae_007.pth
20240913-05:39:33 wrote ae_008.pth
20240913-05:39:34 wrote ae_009.pth
20240913-05:39:34 epoch_duration 2min52s next_finish 05:42:26
20240913-05:39:34 wrote state.pth
20240913-05:39:34 --- epoch 1072 ----------------------------------------
20240913-05:39:34 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9187 0.9545 0.9547 0.9615 0.9474 0.9627
20240913-05:39:34 time_train=32503 time_c_quizzes=10804
20240913-05:39:34 nb_c_quizzes 3223
20240913-05:39:34 training model 4 (accuracy 0.9186785221099854)
20240913-05:39:34 training model 8 (accuracy 0.9474343061447144)
20240913-05:41:37 train_loss 1072 model 4 0.01035284669190787
20240913-05:41:37 train_loss 1072 model 8 0.010900982791867136
20240913-05:41:38 test_loss 1072 model 4 0.0074477095592328625
20240913-05:41:38 test_loss 1072 model 8 0.00716257740238575
20240913-05:42:12 test_accuracy 1072 model 8 nb_correct 758 / 808 (93.81%)
20240913-05:42:12 test_accuracy 1072 model 4 nb_correct 739 / 798 (92.61%)
20240913-05:42:13 wrote ae_000.pth
20240913-05:42:13 wrote ae_001.pth
20240913-05:42:14 wrote ae_002.pth
20240913-05:42:15 wrote ae_003.pth
20240913-05:42:16 wrote ae_004.pth
20240913-05:42:16 wrote ae_005.pth
20240913-05:42:17 wrote ae_006.pth
20240913-05:42:18 wrote ae_007.pth
20240913-05:42:18 wrote ae_008.pth
20240913-05:42:19 wrote ae_009.pth
20240913-05:42:19 epoch_duration 2min45s next_finish 05:45:04
20240913-05:42:19 wrote state.pth
20240913-05:42:19 --- epoch 1073 ----------------------------------------
20240913-05:42:19 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9261 0.9545 0.9547 0.9615 0.9381 0.9627
20240913-05:42:19 time_train=32661 time_c_quizzes=10804
20240913-05:42:19 nb_c_quizzes 3223
20240913-05:42:19 training model 4 (accuracy 0.9260651469230652)
20240913-05:42:19 training model 8 (accuracy 0.9381188154220581)
20240913-05:44:22 train_loss 1073 model 4 0.010647754257386623
20240913-05:44:22 train_loss 1073 model 8 0.010643230134098304
20240913-05:44:24 test_loss 1073 model 4 0.008098773287053973
20240913-05:44:24 test_loss 1073 model 8 0.006390421868447049
20240913-05:44:56 test_accuracy 1073 model 4 nb_correct 735 / 784 (93.75%)
20240913-05:44:58 test_accuracy 1073 model 8 nb_correct 758 / 816 (92.89%)
20240913-05:44:59 wrote ae_000.pth
20240913-05:44:59 wrote ae_001.pth
20240913-05:45:00 wrote ae_002.pth
20240913-05:45:01 wrote ae_003.pth
20240913-05:45:02 wrote ae_004.pth
20240913-05:45:02 wrote ae_005.pth
20240913-05:45:03 wrote ae_006.pth
20240913-05:45:04 wrote ae_007.pth
20240913-05:45:04 wrote ae_008.pth
20240913-05:45:05 wrote ae_009.pth
20240913-05:45:05 epoch_duration 2min46s next_finish 05:47:51
20240913-05:45:05 wrote state.pth
20240913-05:45:05 --- epoch 1074 ----------------------------------------
20240913-05:45:05 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9375 0.9545 0.9547 0.9615 0.9289 0.9627
20240913-05:45:05 time_train=32820 time_c_quizzes=10804
20240913-05:45:05 nb_c_quizzes 3223
20240913-05:45:05 training model 8 (accuracy 0.9289215803146362)
20240913-05:45:05 training model 4 (accuracy 0.9375)
20240913-05:47:08 train_loss 1074 model 4 0.01099842681712562
20240913-05:47:08 train_loss 1074 model 8 0.010716178152000794
20240913-05:47:10 test_loss 1074 model 4 0.008151880522882493
20240913-05:47:10 test_loss 1074 model 8 0.008696629641877961
20240913-05:47:43 test_accuracy 1074 model 8 nb_correct 771 / 825 (93.45%)
20240913-05:47:47 test_accuracy 1074 model 4 nb_correct 760 / 797 (95.36%)
20240913-05:47:48 wrote ae_000.pth
20240913-05:47:49 wrote ae_001.pth
20240913-05:47:49 wrote ae_002.pth
20240913-05:47:50 wrote ae_003.pth
20240913-05:47:51 wrote ae_004.pth
20240913-05:47:51 wrote ae_005.pth
20240913-05:47:52 wrote ae_006.pth
20240913-05:47:53 wrote ae_007.pth
20240913-05:47:53 wrote ae_008.pth
20240913-05:47:54 wrote ae_009.pth
20240913-05:47:54 epoch_duration 2min49s next_finish 05:50:43
20240913-05:47:54 wrote state.pth
20240913-05:47:54 --- epoch 1075 ----------------------------------------
20240913-05:47:54 current_test_accuracies 0.9591 0.9590 0.9534 0.9639 0.9536 0.9545 0.9547 0.9615 0.9345 0.9627
20240913-05:47:54 time_train=32982 time_c_quizzes=10804
20240913-05:47:54 nb_c_quizzes 3223
20240913-05:47:54 training model 8 (accuracy 0.9345454573631287)
20240913-05:47:54 training model 2 (accuracy 0.9534313678741455)
20240913-05:49:57 train_loss 1075 model 8 0.010830453709854738
20240913-05:49:57 train_loss 1075 model 2 0.0110439783546517
20240913-05:49:59 test_loss 1075 model 8 0.009505118483581043
20240913-05:49:59 test_loss 1075 model 2 0.0062953801328355045
20240913-05:50:33 test_accuracy 1075 model 8 nb_correct 729 / 802 (90.90%)
20240913-05:50:36 test_accuracy 1075 model 2 nb_correct 763 / 799 (95.49%)
20240913-05:50:37 wrote ae_000.pth
20240913-05:50:38 wrote ae_001.pth
20240913-05:50:39 wrote ae_002.pth
20240913-05:50:39 wrote ae_003.pth
20240913-05:50:40 wrote ae_004.pth
20240913-05:50:41 wrote ae_005.pth
20240913-05:50:41 wrote ae_006.pth
20240913-05:50:42 wrote ae_007.pth
20240913-05:50:43 wrote ae_008.pth
20240913-05:50:43 wrote ae_009.pth
20240913-05:50:43 epoch_duration 2min49s next_finish 05:53:33
20240913-05:50:44 wrote state.pth
20240913-05:50:44 --- epoch 1076 ----------------------------------------
20240913-05:50:44 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9536 0.9545 0.9547 0.9615 0.9090 0.9627
20240913-05:50:44 time_train=33144 time_c_quizzes=10804
20240913-05:50:44 nb_c_quizzes 3223
20240913-05:50:44 training model 8 (accuracy 0.9089775681495667)
20240913-05:50:44 training model 4 (accuracy 0.9535759091377258)
20240913-05:52:47 train_loss 1076 model 8 0.010883449206001842
20240913-05:52:47 train_loss 1076 model 4 0.010478807384407447
20240913-05:52:48 test_loss 1076 model 8 0.006402579208288728
20240913-05:52:49 test_loss 1076 model 4 0.014003358934769495
20240913-05:53:22 test_accuracy 1076 model 4 nb_correct 763 / 818 (93.28%)
20240913-05:53:23 test_accuracy 1076 model 8 nb_correct 731 / 772 (94.69%)
20240913-05:53:23 wrote ae_000.pth
20240913-05:53:24 wrote ae_001.pth
20240913-05:53:25 wrote ae_002.pth
20240913-05:53:25 wrote ae_003.pth
20240913-05:53:26 wrote ae_004.pth
20240913-05:53:27 wrote ae_005.pth
20240913-05:53:28 wrote ae_006.pth
20240913-05:53:28 wrote ae_007.pth
20240913-05:53:29 wrote ae_008.pth
20240913-05:53:30 wrote ae_009.pth
20240913-05:53:30 epoch_duration 2min46s next_finish 05:56:16
20240913-05:53:30 wrote state.pth
20240913-05:53:30 --- epoch 1077 ----------------------------------------
20240913-05:53:30 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9328 0.9545 0.9547 0.9615 0.9469 0.9627
20240913-05:53:30 time_train=33303 time_c_quizzes=10804
20240913-05:53:30 nb_c_quizzes 3223
20240913-05:53:30 training model 4 (accuracy 0.932762861251831)
20240913-05:53:30 training model 8 (accuracy 0.946891188621521)
20240913-05:55:33 train_loss 1077 model 8 0.010609005204032655
20240913-05:55:33 train_loss 1077 model 4 0.010219044349248634
20240913-05:55:35 test_loss 1077 model 8 0.0063946966559910836
20240913-05:55:35 test_loss 1077 model 4 0.006839376211542003
20240913-05:56:06 test_accuracy 1077 model 8 nb_correct 766 / 819 (93.53%)
20240913-05:56:08 test_accuracy 1077 model 4 nb_correct 756 / 817 (92.53%)
20240913-05:56:09 wrote ae_000.pth
20240913-05:56:09 wrote ae_001.pth
20240913-05:56:10 wrote ae_002.pth
20240913-05:56:11 wrote ae_003.pth
20240913-05:56:12 wrote ae_004.pth
20240913-05:56:12 wrote ae_005.pth
20240913-05:56:13 wrote ae_006.pth
20240913-05:56:14 wrote ae_007.pth
20240913-05:56:14 wrote ae_008.pth
20240913-05:56:15 wrote ae_009.pth
20240913-05:56:15 epoch_duration 2min45s next_finish 05:59:00
20240913-05:56:15 wrote state.pth
20240913-05:56:15 --- epoch 1078 ----------------------------------------
20240913-05:56:15 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9253 0.9545 0.9547 0.9615 0.9353 0.9627
20240913-05:56:15 time_train=33461 time_c_quizzes=10804
20240913-05:56:15 nb_c_quizzes 3223
20240913-05:56:15 training model 4 (accuracy 0.9253365993499756)
20240913-05:56:15 training model 8 (accuracy 0.9352869391441345)
20240913-05:58:18 train_loss 1078 model 8 0.010672819210369198
20240913-05:58:18 train_loss 1078 model 4 0.011126444881278985
20240913-05:58:20 test_loss 1078 model 8 0.007300166311483736
20240913-05:58:20 test_loss 1078 model 4 0.009068713805093864
20240913-05:58:53 test_accuracy 1078 model 4 nb_correct 731 / 788 (92.77%)
20240913-05:58:56 test_accuracy 1078 model 8 nb_correct 750 / 809 (92.71%)
20240913-05:58:57 wrote ae_000.pth
20240913-05:58:58 wrote ae_001.pth
20240913-05:58:58 wrote ae_002.pth
20240913-05:58:59 wrote ae_003.pth
20240913-05:59:00 wrote ae_004.pth
20240913-05:59:00 wrote ae_005.pth
20240913-05:59:01 wrote ae_006.pth
20240913-05:59:02 wrote ae_007.pth
20240913-05:59:03 wrote ae_008.pth
20240913-05:59:03 wrote ae_009.pth
20240913-05:59:03 epoch_duration 2min48s next_finish 06:01:52
20240913-05:59:03 wrote state.pth
20240913-05:59:03 --- epoch 1079 ----------------------------------------
20240913-05:59:03 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9277 0.9545 0.9547 0.9615 0.9271 0.9627
20240913-05:59:03 time_train=33622 time_c_quizzes=10804
20240913-05:59:03 nb_c_quizzes 3223
20240913-05:59:03 training model 8 (accuracy 0.9270704388618469)
20240913-05:59:03 training model 4 (accuracy 0.9276649951934814)
20240913-06:01:07 train_loss 1079 model 8 0.010679904255218843
20240913-06:01:07 train_loss 1079 model 4 0.010283116037143372
20240913-06:01:08 test_loss 1079 model 8 0.009652670126894237
20240913-06:01:08 test_loss 1079 model 4 0.0084706255467637
20240913-06:01:43 test_accuracy 1079 model 4 nb_correct 756 / 810 (93.33%)
20240913-06:01:44 test_accuracy 1079 model 8 nb_correct 727 / 782 (92.97%)
20240913-06:01:45 wrote ae_000.pth
20240913-06:01:46 wrote ae_001.pth
20240913-06:01:46 wrote ae_002.pth
20240913-06:01:47 wrote ae_003.pth
20240913-06:01:48 wrote ae_004.pth
20240913-06:01:48 wrote ae_005.pth
20240913-06:01:49 wrote ae_006.pth
20240913-06:01:50 wrote ae_007.pth
20240913-06:01:50 wrote ae_008.pth
20240913-06:01:51 wrote ae_009.pth
20240913-06:01:51 epoch_duration 2min47s next_finish 06:04:39
20240913-06:01:51 wrote state.pth
20240913-06:01:51 --- epoch 1080 ----------------------------------------
20240913-06:01:51 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9333 0.9545 0.9547 0.9615 0.9297 0.9627
20240913-06:01:51 time_train=33782 time_c_quizzes=10804
20240913-06:01:51 nb_c_quizzes 3223
20240913-06:01:51 training model 8 (accuracy 0.9296675324440002)
20240913-06:01:51 training model 4 (accuracy 0.9333333373069763)
20240913-06:03:55 train_loss 1080 model 8 0.010695206028089614
20240913-06:03:55 train_loss 1080 model 4 0.010506407217216747
20240913-06:03:56 test_loss 1080 model 8 0.008155687139901602
20240913-06:03:57 test_loss 1080 model 4 0.009675442397019651
20240913-06:04:31 test_accuracy 1080 model 4 nb_correct 739 / 809 (91.35%)
20240913-06:04:32 test_accuracy 1080 model 8 nb_correct 751 / 810 (92.72%)
20240913-06:04:32 wrote ae_000.pth
20240913-06:04:33 wrote ae_001.pth
20240913-06:04:34 wrote ae_002.pth
20240913-06:04:34 wrote ae_003.pth
20240913-06:04:35 wrote ae_004.pth
20240913-06:04:36 wrote ae_005.pth
20240913-06:04:37 wrote ae_006.pth
20240913-06:04:37 wrote ae_007.pth
20240913-06:04:38 wrote ae_008.pth
20240913-06:04:39 wrote ae_009.pth
20240913-06:04:39 epoch_duration 2min47s next_finish 06:07:26
20240913-06:04:39 wrote state.pth
20240913-06:04:39 --- epoch 1081 ----------------------------------------
20240913-06:04:39 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9135 0.9545 0.9547 0.9615 0.9272 0.9627
20240913-06:04:39 time_train=33942 time_c_quizzes=10804
20240913-06:04:39 nb_c_quizzes 3223
20240913-06:04:39 training model 4 (accuracy 0.9134734272956848)
20240913-06:04:39 training model 8 (accuracy 0.9271605014801025)
20240913-06:06:42 train_loss 1081 model 4 0.009859116491457825
20240913-06:06:42 train_loss 1081 model 8 0.010426276515892823
20240913-06:06:44 test_loss 1081 model 4 0.00882403424941458
20240913-06:06:44 test_loss 1081 model 8 0.008542787696137566
20240913-06:07:17 test_accuracy 1081 model 4 nb_correct 779 / 812 (95.94%)
20240913-06:07:17 test_accuracy 1081 model 8 nb_correct 742 / 789 (94.04%)
20240913-06:07:18 wrote ae_000.pth
20240913-06:07:19 wrote ae_001.pth
20240913-06:07:19 wrote ae_002.pth
20240913-06:07:20 wrote ae_003.pth
20240913-06:07:21 wrote ae_004.pth
20240913-06:07:21 wrote ae_005.pth
20240913-06:07:22 wrote ae_006.pth
20240913-06:07:23 wrote ae_007.pth
20240913-06:07:23 wrote ae_008.pth
20240913-06:07:24 wrote ae_009.pth
20240913-06:07:24 epoch_duration 2min45s next_finish 06:10:10
20240913-06:07:24 wrote state.pth
20240913-06:07:24 --- epoch 1082 ----------------------------------------
20240913-06:07:24 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9545 0.9547 0.9615 0.9404 0.9627
20240913-06:07:24 time_train=34100 time_c_quizzes=10804
20240913-06:07:24 nb_c_quizzes 3223
20240913-06:07:24 training model 8 (accuracy 0.9404309391975403)
20240913-06:07:24 training model 5 (accuracy 0.9544879794120789)
20240913-06:09:28 train_loss 1082 model 5 0.011674981116066192
20240913-06:09:28 train_loss 1082 model 8 0.010872773489012616
20240913-06:09:29 test_loss 1082 model 5 0.010176747901550699
20240913-06:09:29 test_loss 1082 model 8 0.007109269832211851
20240913-06:10:02 test_accuracy 1082 model 8 nb_correct 752 / 811 (92.73%)
20240913-06:10:04 test_accuracy 1082 model 5 nb_correct 742 / 787 (94.28%)
20240913-06:10:05 wrote ae_000.pth
20240913-06:10:05 wrote ae_001.pth
20240913-06:10:06 wrote ae_002.pth
20240913-06:10:07 wrote ae_003.pth
20240913-06:10:07 wrote ae_004.pth
20240913-06:10:08 wrote ae_005.pth
20240913-06:10:09 wrote ae_006.pth
20240913-06:10:10 wrote ae_007.pth
20240913-06:10:10 wrote ae_008.pth
20240913-06:10:11 wrote ae_009.pth
20240913-06:10:11 epoch_duration 2min46s next_finish 06:12:58
20240913-06:10:11 wrote state.pth
20240913-06:10:11 --- epoch 1083 ----------------------------------------
20240913-06:10:11 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9428 0.9547 0.9615 0.9273 0.9627
20240913-06:10:11 time_train=34259 time_c_quizzes=10804
20240913-06:10:11 nb_c_quizzes 3223
20240913-06:10:11 training model 8 (accuracy 0.927250325679779)
20240913-06:10:11 training model 5 (accuracy 0.9428208470344543)
20240913-06:12:14 train_loss 1083 model 8 0.011032416025524527
20240913-06:12:14 train_loss 1083 model 5 0.01149097773315043
20240913-06:12:16 test_loss 1083 model 8 0.006000918061020144
20240913-06:12:16 test_loss 1083 model 5 0.00956101515712362
20240913-06:12:50 test_accuracy 1083 model 8 nb_correct 725 / 782 (92.71%)
20240913-06:12:50 test_accuracy 1083 model 5 nb_correct 726 / 788 (92.13%)
20240913-06:12:51 wrote ae_000.pth
20240913-06:12:52 wrote ae_001.pth
20240913-06:12:53 wrote ae_002.pth
20240913-06:12:53 wrote ae_003.pth
20240913-06:12:54 wrote ae_004.pth
20240913-06:12:55 wrote ae_005.pth
20240913-06:12:55 wrote ae_006.pth
20240913-06:12:56 wrote ae_007.pth
20240913-06:12:57 wrote ae_008.pth
20240913-06:12:58 wrote ae_009.pth
20240913-06:12:58 epoch_duration 2min46s next_finish 06:15:44
20240913-06:12:58 wrote state.pth
20240913-06:12:58 --- epoch 1084 ----------------------------------------
20240913-06:12:58 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9213 0.9547 0.9615 0.9271 0.9627
20240913-06:12:58 time_train=34418 time_c_quizzes=10804
20240913-06:12:58 nb_c_quizzes 3223
20240913-06:12:58 training model 5 (accuracy 0.9213197827339172)
20240913-06:12:58 training model 8 (accuracy 0.927109956741333)
20240913-06:15:01 train_loss 1084 model 5 0.011689838621383387
20240913-06:15:01 train_loss 1084 model 8 0.010095853123186315
20240913-06:15:02 test_loss 1084 model 5 0.008400251904708967
20240913-06:15:03 test_loss 1084 model 8 0.009702598609514723
20240913-06:15:38 test_accuracy 1084 model 8 nb_correct 767 / 799 (95.99%)
20240913-06:15:40 test_accuracy 1084 model 5 nb_correct 717 / 795 (90.19%)
20240913-06:15:40 wrote ae_000.pth
20240913-06:15:41 wrote ae_001.pth
20240913-06:15:42 wrote ae_002.pth
20240913-06:15:42 wrote ae_003.pth
20240913-06:15:43 wrote ae_004.pth
20240913-06:15:44 wrote ae_005.pth
20240913-06:15:44 wrote ae_006.pth
20240913-06:15:45 wrote ae_007.pth
20240913-06:15:46 wrote ae_008.pth
20240913-06:15:46 wrote ae_009.pth
20240913-06:15:46 epoch_duration 2min48s next_finish 06:18:35
20240913-06:15:46 wrote state.pth
20240913-06:15:46 --- epoch 1085 ----------------------------------------
20240913-06:15:46 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9019 0.9547 0.9615 0.9599 0.9627
20240913-06:15:46 time_train=34580 time_c_quizzes=10804
20240913-06:15:46 nb_c_quizzes 3223
20240913-06:15:46 training model 5 (accuracy 0.9018868207931519)
20240913-06:15:46 training model 6 (accuracy 0.9547169804573059)
20240913-06:17:50 train_loss 1085 model 6 0.01073791299379991
20240913-06:17:50 train_loss 1085 model 5 0.011895773085198015
20240913-06:17:51 test_loss 1085 model 6 0.007838901770445971
20240913-06:17:51 test_loss 1085 model 5 0.005297223948650754
20240913-06:18:25 test_accuracy 1085 model 6 nb_correct 750 / 787 (95.30%)
20240913-06:18:26 test_accuracy 1085 model 5 nb_correct 738 / 799 (92.37%)
20240913-06:18:26 wrote ae_000.pth
20240913-06:18:27 wrote ae_001.pth
20240913-06:18:28 wrote ae_002.pth
20240913-06:18:29 wrote ae_003.pth
20240913-06:18:29 wrote ae_004.pth
20240913-06:18:30 wrote ae_005.pth
20240913-06:18:31 wrote ae_006.pth
20240913-06:18:31 wrote ae_007.pth
20240913-06:18:32 wrote ae_008.pth
20240913-06:18:33 wrote ae_009.pth
20240913-06:18:33 epoch_duration 2min46s next_finish 06:21:19
20240913-06:18:33 wrote state.pth
20240913-06:18:33 --- epoch 1086 ----------------------------------------
20240913-06:18:33 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9237 0.9530 0.9615 0.9599 0.9627
20240913-06:18:33 time_train=34739 time_c_quizzes=10804
20240913-06:18:33 nb_c_quizzes 3223
20240913-06:18:33 training model 5 (accuracy 0.9236545562744141)
20240913-06:18:33 training model 6 (accuracy 0.9529860019683838)
20240913-06:20:36 train_loss 1086 model 6 0.01052759248815346
20240913-06:20:36 train_loss 1086 model 5 0.011827497122623754
20240913-06:20:38 test_loss 1086 model 6 0.008465031215223462
20240913-06:20:38 test_loss 1086 model 5 0.010704816203724477
20240913-06:21:13 test_accuracy 1086 model 5 nb_correct 756 / 800 (94.50%)
20240913-06:21:13 test_accuracy 1086 model 6 nb_correct 762 / 805 (94.66%)
20240913-06:21:14 wrote ae_000.pth
20240913-06:21:15 wrote ae_001.pth
20240913-06:21:16 wrote ae_002.pth
20240913-06:21:16 wrote ae_003.pth
20240913-06:21:17 wrote ae_004.pth
20240913-06:21:18 wrote ae_005.pth
20240913-06:21:18 wrote ae_006.pth
20240913-06:21:19 wrote ae_007.pth
20240913-06:21:20 wrote ae_008.pth
20240913-06:21:20 wrote ae_009.pth
20240913-06:21:20 epoch_duration 2min47s next_finish 06:24:08
20240913-06:21:21 wrote state.pth
20240913-06:21:21 --- epoch 1087 ----------------------------------------
20240913-06:21:21 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9450 0.9466 0.9615 0.9599 0.9627
20240913-06:21:21 time_train=34899 time_c_quizzes=10804
20240913-06:21:21 nb_c_quizzes 3223
20240913-06:21:21 training model 5 (accuracy 0.9449999928474426)
20240913-06:21:21 training model 6 (accuracy 0.9465838670730591)
20240913-06:23:24 train_loss 1087 model 5 0.011104304745647824
20240913-06:23:24 train_loss 1087 model 6 0.010457275223058787
20240913-06:23:25 test_loss 1087 model 5 0.010071491842865044
20240913-06:23:25 test_loss 1087 model 6 0.006771227220485798
20240913-06:24:01 test_accuracy 1087 model 6 nb_correct 763 / 818 (93.28%)
20240913-06:24:03 test_accuracy 1087 model 5 nb_correct 734 / 796 (92.21%)
20240913-06:24:04 wrote ae_000.pth
20240913-06:24:04 wrote ae_001.pth
20240913-06:24:05 wrote ae_002.pth
20240913-06:24:06 wrote ae_003.pth
20240913-06:24:06 wrote ae_004.pth
20240913-06:24:07 wrote ae_005.pth
20240913-06:24:08 wrote ae_006.pth
20240913-06:24:09 wrote ae_007.pth
20240913-06:24:09 wrote ae_008.pth
20240913-06:24:10 wrote ae_009.pth
20240913-06:24:10 epoch_duration 2min49s next_finish 06:26:59
20240913-06:24:10 wrote state.pth
20240913-06:24:10 --- epoch 1088 ----------------------------------------
20240913-06:24:10 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9221 0.9328 0.9615 0.9599 0.9627
20240913-06:24:10 time_train=35061 time_c_quizzes=10804
20240913-06:24:10 nb_c_quizzes 3223
20240913-06:24:10 training model 5 (accuracy 0.9221105575561523)
20240913-06:24:10 training model 6 (accuracy 0.932762861251831)
20240913-06:26:14 train_loss 1088 model 5 0.012047962278589694
20240913-06:26:14 train_loss 1088 model 6 0.010998733152580827
20240913-06:26:16 test_loss 1088 model 5 0.00605281143442653
20240913-06:26:16 test_loss 1088 model 6 0.005742149908769534
20240913-06:26:51 test_accuracy 1088 model 6 nb_correct 766 / 803 (95.39%)
20240913-06:26:55 test_accuracy 1088 model 5 nb_correct 728 / 799 (91.11%)
20240913-06:26:55 wrote ae_000.pth
20240913-06:26:56 wrote ae_001.pth
20240913-06:26:57 wrote ae_002.pth
20240913-06:26:58 wrote ae_003.pth
20240913-06:26:58 wrote ae_004.pth
20240913-06:26:59 wrote ae_005.pth
20240913-06:27:00 wrote ae_006.pth
20240913-06:27:00 wrote ae_007.pth
20240913-06:27:01 wrote ae_008.pth
20240913-06:27:02 wrote ae_009.pth
20240913-06:27:02 epoch_duration 2min51s next_finish 06:29:53
20240913-06:27:02 wrote state.pth
20240913-06:27:02 --- epoch 1089 ----------------------------------------
20240913-06:27:02 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9111 0.9539 0.9615 0.9599 0.9627
20240913-06:27:02 time_train=35225 time_c_quizzes=10804
20240913-06:27:02 nb_c_quizzes 3223
20240913-06:27:02 training model 5 (accuracy 0.9111389517784119)
20240913-06:27:02 training model 6 (accuracy 0.9539228081703186)
20240913-06:29:05 train_loss 1089 model 6 0.011041660386787043
20240913-06:29:05 train_loss 1089 model 5 0.011112538857729306
20240913-06:29:07 test_loss 1089 model 6 0.008702535428864167
20240913-06:29:07 test_loss 1089 model 5 0.007425066564087502
20240913-06:29:43 test_accuracy 1089 model 6 nb_correct 777 / 823 (94.41%)
20240913-06:29:44 test_accuracy 1089 model 5 nb_correct 737 / 805 (91.55%)
20240913-06:29:44 wrote ae_000.pth
20240913-06:29:45 wrote ae_001.pth
20240913-06:29:46 wrote ae_002.pth
20240913-06:29:47 wrote ae_003.pth
20240913-06:29:47 wrote ae_004.pth
20240913-06:29:48 wrote ae_005.pth
20240913-06:29:49 wrote ae_006.pth
20240913-06:29:49 wrote ae_007.pth
20240913-06:29:50 wrote ae_008.pth
20240913-06:29:51 wrote ae_009.pth
20240913-06:29:51 epoch_duration 2min49s next_finish 06:32:40
20240913-06:29:51 wrote state.pth
20240913-06:29:51 --- epoch 1090 ----------------------------------------
20240913-06:29:51 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9155 0.9441 0.9615 0.9599 0.9627
20240913-06:29:51 time_train=35386 time_c_quizzes=10804
20240913-06:29:51 nb_c_quizzes 3223
20240913-06:29:51 training model 5 (accuracy 0.9155279397964478)
20240913-06:29:51 training model 6 (accuracy 0.944106936454773)
20240913-06:31:54 train_loss 1090 model 6 0.011225275590650653
20240913-06:31:54 train_loss 1090 model 5 0.01190123183241667
20240913-06:31:56 test_loss 1090 model 6 0.01142436298907228
20240913-06:31:56 test_loss 1090 model 5 0.008223513508460201
20240913-06:32:33 test_accuracy 1090 model 5 nb_correct 749 / 797 (93.98%)
20240913-06:32:35 test_accuracy 1090 model 6 nb_correct 723 / 805 (89.81%)
20240913-06:32:36 wrote ae_000.pth
20240913-06:32:37 wrote ae_001.pth
20240913-06:32:37 wrote ae_002.pth
20240913-06:32:38 wrote ae_003.pth
20240913-06:32:39 wrote ae_004.pth
20240913-06:32:40 wrote ae_005.pth
20240913-06:32:40 wrote ae_006.pth
20240913-06:32:41 wrote ae_007.pth
20240913-06:32:42 wrote ae_008.pth
20240913-06:32:42 wrote ae_009.pth
20240913-06:32:42 epoch_duration 2min51s next_finish 06:35:34
20240913-06:32:42 wrote state.pth
20240913-06:32:42 --- epoch 1091 ----------------------------------------
20240913-06:32:42 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9398 0.8981 0.9615 0.9599 0.9627
20240913-06:32:42 time_train=35550 time_c_quizzes=10804
20240913-06:32:42 nb_c_quizzes 3223
20240913-06:32:42 training model 6 (accuracy 0.8981366753578186)
20240913-06:32:42 training model 5 (accuracy 0.9397741556167603)
20240913-06:34:46 train_loss 1091 model 5 0.011380056130234153
20240913-06:34:46 train_loss 1091 model 6 0.010483963065047647
20240913-06:34:48 test_loss 1091 model 5 0.010665680544008183
20240913-06:34:48 test_loss 1091 model 6 0.01000598007667577
20240913-06:35:21 test_accuracy 1091 model 6 nb_correct 793 / 816 (97.18%)
20240913-06:35:21 test_accuracy 1091 model 5 nb_correct 763 / 810 (94.20%)
20240913-06:35:22 wrote ae_000.pth
20240913-06:35:23 wrote ae_001.pth
20240913-06:35:23 wrote ae_002.pth
20240913-06:35:24 wrote ae_003.pth
20240913-06:35:25 wrote ae_004.pth
20240913-06:35:25 wrote ae_005.pth
20240913-06:35:26 wrote ae_006.pth
20240913-06:35:27 wrote ae_007.pth
20240913-06:35:28 wrote ae_008.pth
20240913-06:35:28 wrote ae_009.pth
20240913-06:35:28 epoch_duration 2min46s next_finish 06:38:14
20240913-06:35:28 wrote state.pth
20240913-06:35:28 --- epoch 1092 ----------------------------------------
20240913-06:35:28 current_test_accuracies 0.9591 0.9590 0.9549 0.9639 0.9594 0.9420 0.9718 0.9615 0.9599 0.9627
20240913-06:35:28 time_train=35709 time_c_quizzes=10804
20240913-06:35:28 nb_c_quizzes 3223
20240913-06:35:28 training model 5 (accuracy 0.9419752955436707)
20240913-06:35:28 training model 2 (accuracy 0.9549436569213867)
20240913-06:37:32 train_loss 1092 model 5 0.01157496830630771
20240913-06:37:32 train_loss 1092 model 2 0.010678022653059088
20240913-06:37:33 test_loss 1092 model 5 0.005660447176825301
20240913-06:37:34 test_loss 1092 model 2 0.008767749337803821
20240913-06:38:08 test_accuracy 1092 model 2 nb_correct 748 / 802 (93.27%)
20240913-06:38:10 test_accuracy 1092 model 5 nb_correct 755 / 811 (93.09%)
20240913-06:38:10 wrote ae_000.pth
20240913-06:38:11 wrote ae_001.pth
20240913-06:38:12 wrote ae_002.pth
20240913-06:38:12 wrote ae_003.pth
20240913-06:38:13 wrote ae_004.pth
20240913-06:38:14 wrote ae_005.pth
20240913-06:38:14 wrote ae_006.pth
20240913-06:38:15 wrote ae_007.pth
20240913-06:38:16 wrote ae_008.pth
20240913-06:38:17 wrote ae_009.pth
20240913-06:38:17 epoch_duration 2min48s next_finish 06:41:05
20240913-06:38:17 wrote state.pth
20240913-06:38:17 --- epoch 1093 ----------------------------------------
20240913-06:38:17 current_test_accuracies 0.9591 0.9590 0.9327 0.9639 0.9594 0.9309 0.9718 0.9615 0.9599 0.9627
20240913-06:38:17 time_train=35870 time_c_quizzes=10804
20240913-06:38:17 nb_c_quizzes 3223
20240913-06:38:17 training model 5 (accuracy 0.9309494495391846)
20240913-06:38:17 training model 2 (accuracy 0.9326683282852173)
20240913-06:40:20 train_loss 1093 model 2 0.011122928097920521
20240913-06:40:20 train_loss 1093 model 5 0.011151422689266837
20240913-06:40:21 test_loss 1093 model 2 0.00892241542854606
20240913-06:40:21 test_loss 1093 model 5 0.009764084423079567
20240913-06:40:56 test_accuracy 1093 model 5 nb_correct 756 / 808 (93.56%)
20240913-06:40:57 test_accuracy 1093 model 2 nb_correct 755 / 812 (92.98%)
20240913-06:40:58 wrote ae_000.pth
20240913-06:40:59 wrote ae_001.pth
20240913-06:41:00 wrote ae_002.pth
20240913-06:41:00 wrote ae_003.pth
20240913-06:41:01 wrote ae_004.pth
20240913-06:41:02 wrote ae_005.pth
20240913-06:41:02 wrote ae_006.pth
20240913-06:41:03 wrote ae_007.pth
20240913-06:41:04 wrote ae_008.pth
20240913-06:41:04 wrote ae_009.pth
20240913-06:41:04 epoch_duration 2min47s next_finish 06:43:52
20240913-06:41:04 wrote state.pth
20240913-06:41:04 --- epoch 1094 ----------------------------------------
20240913-06:41:04 current_test_accuracies 0.9591 0.9590 0.9298 0.9639 0.9594 0.9356 0.9718 0.9615 0.9599 0.9627
20240913-06:41:04 time_train=36030 time_c_quizzes=10804
20240913-06:41:04 nb_c_quizzes 3223
20240913-06:41:04 training model 2 (accuracy 0.9298029541969299)
20240913-06:41:04 training model 5 (accuracy 0.9356435537338257)
20240913-06:43:08 train_loss 1094 model 2 0.01068923168659785
20240913-06:43:08 train_loss 1094 model 5 0.01162826260991278
20240913-06:43:09 test_loss 1094 model 2 0.008765555082493392
20240913-06:43:09 test_loss 1094 model 5 0.007916665945958811
20240913-06:43:44 test_accuracy 1094 model 2 nb_correct 736 / 789 (93.28%)
20240913-06:43:47 test_accuracy 1094 model 5 nb_correct 753 / 788 (95.56%)
20240913-06:43:48 wrote ae_000.pth
20240913-06:43:48 wrote ae_001.pth
20240913-06:43:49 wrote ae_002.pth
20240913-06:43:50 wrote ae_003.pth
20240913-06:43:50 wrote ae_004.pth
20240913-06:43:51 wrote ae_005.pth
20240913-06:43:52 wrote ae_006.pth
20240913-06:43:52 wrote ae_007.pth
20240913-06:43:53 wrote ae_008.pth
20240913-06:43:54 wrote ae_009.pth
20240913-06:43:54 epoch_duration 2min49s next_finish 06:46:43
20240913-06:43:54 wrote state.pth
20240913-06:43:54 --- epoch 1095 ----------------------------------------
20240913-06:43:54 current_test_accuracies 0.9591 0.9590 0.9328 0.9639 0.9594 0.9556 0.9718 0.9615 0.9599 0.9627
20240913-06:43:54 time_train=36192 time_c_quizzes=10804
20240913-06:43:54 nb_c_quizzes 3223
20240913-06:43:54 training model 2 (accuracy 0.9328263401985168)
20240913-06:43:54 training model 5 (accuracy 0.9555837512016296)
20240913-06:45:57 train_loss 1095 model 2 0.010355863383230825
20240913-06:45:57 train_loss 1095 model 5 0.011322141570813984
20240913-06:45:58 test_loss 1095 model 2 0.00935995718277809
20240913-06:45:58 test_loss 1095 model 5 0.008956574645534943
20240913-06:46:33 test_accuracy 1095 model 2 nb_correct 738 / 805 (91.68%)
20240913-06:46:36 test_accuracy 1095 model 5 nb_correct 735 / 790 (93.04%)
20240913-06:46:36 wrote ae_000.pth
20240913-06:46:37 wrote ae_001.pth
20240913-06:46:38 wrote ae_002.pth
20240913-06:46:38 wrote ae_003.pth
20240913-06:46:39 wrote ae_004.pth
20240913-06:46:40 wrote ae_005.pth
20240913-06:46:41 wrote ae_006.pth
20240913-06:46:41 wrote ae_007.pth
20240913-06:46:42 wrote ae_008.pth
20240913-06:46:43 wrote ae_009.pth
20240913-06:46:43 epoch_duration 2min48s next_finish 06:49:32
20240913-06:46:43 wrote state.pth
20240913-06:46:43 --- epoch 1096 ----------------------------------------
20240913-06:46:43 current_test_accuracies 0.9591 0.9590 0.9168 0.9639 0.9594 0.9304 0.9718 0.9615 0.9599 0.9627
20240913-06:46:43 time_train=36353 time_c_quizzes=10804
20240913-06:46:43 nb_c_quizzes 3223
20240913-06:46:43 training model 2 (accuracy 0.9167701601982117)
20240913-06:46:43 training model 5 (accuracy 0.9303797483444214)
20240913-06:48:46 train_loss 1096 model 5 0.011578528046586144
20240913-06:48:46 train_loss 1096 model 2 0.011042254326846888
20240913-06:48:47 test_loss 1096 model 5 0.007698389607467248
20240913-06:48:47 test_loss 1096 model 2 0.005673821225809661
20240913-06:49:22 test_accuracy 1096 model 2 nb_correct 754 / 817 (92.29%)
20240913-06:49:24 test_accuracy 1096 model 5 nb_correct 738 / 787 (93.77%)
20240913-06:49:25 wrote ae_000.pth
20240913-06:49:25 wrote ae_001.pth
20240913-06:49:26 wrote ae_002.pth
20240913-06:49:27 wrote ae_003.pth
20240913-06:49:27 wrote ae_004.pth
20240913-06:49:28 wrote ae_005.pth
20240913-06:49:29 wrote ae_006.pth
20240913-06:49:29 wrote ae_007.pth
20240913-06:49:30 wrote ae_008.pth
20240913-06:49:31 wrote ae_009.pth
20240913-06:49:31 epoch_duration 2min48s next_finish 06:52:19
20240913-06:49:31 wrote state.pth
20240913-06:49:31 --- epoch 1097 ----------------------------------------
20240913-06:49:31 current_test_accuracies 0.9591 0.9590 0.9229 0.9639 0.9594 0.9377 0.9718 0.9615 0.9599 0.9627
20240913-06:49:31 time_train=36514 time_c_quizzes=10804
20240913-06:49:31 nb_c_quizzes 3223
20240913-06:49:31 training model 2 (accuracy 0.9228886365890503)
20240913-06:49:31 training model 5 (accuracy 0.9377382397651672)
20240913-06:51:34 train_loss 1097 model 2 0.01035627723563448
20240913-06:51:34 train_loss 1097 model 5 0.010687231223208074
20240913-06:51:36 test_loss 1097 model 2 0.0075320704664477486
20240913-06:51:36 test_loss 1097 model 5 0.007431176151902719
20240913-06:52:11 test_accuracy 1097 model 2 nb_correct 758 / 796 (95.23%)
20240913-06:52:13 test_accuracy 1097 model 5 nb_correct 708 / 783 (90.42%)
20240913-06:52:14 wrote ae_000.pth
20240913-06:52:15 wrote ae_001.pth
20240913-06:52:16 wrote ae_002.pth
20240913-06:52:16 wrote ae_003.pth
20240913-06:52:17 wrote ae_004.pth
20240913-06:52:18 wrote ae_005.pth
20240913-06:52:18 wrote ae_006.pth
20240913-06:52:19 wrote ae_007.pth
20240913-06:52:20 wrote ae_008.pth
20240913-06:52:20 wrote ae_009.pth
20240913-06:52:20 epoch_duration 2min49s next_finish 06:55:10
20240913-06:52:20 wrote state.pth
20240913-06:52:20 --- epoch 1098 ----------------------------------------
20240913-06:52:20 current_test_accuracies 0.9591 0.9590 0.9523 0.9639 0.9594 0.9042 0.9718 0.9615 0.9599 0.9627
20240913-06:52:20 time_train=36676 time_c_quizzes=10804
20240913-06:52:20 nb_c_quizzes 3223
20240913-06:52:20 training model 5 (accuracy 0.9042145609855652)
20240913-06:52:20 training model 2 (accuracy 0.9522613286972046)
20240913-06:54:24 train_loss 1098 model 5 0.011324401450314327
20240913-06:54:24 train_loss 1098 model 2 0.010922450300344281
20240913-06:54:26 test_loss 1098 model 5 0.010946140366968393
20240913-06:54:26 test_loss 1098 model 2 0.008064307448148612
20240913-06:54:59 test_accuracy 1098 model 2 nb_correct 745 / 790 (94.30%)
20240913-06:55:04 test_accuracy 1098 model 5 nb_correct 735 / 805 (91.30%)
20240913-06:55:04 wrote ae_000.pth
20240913-06:55:05 wrote ae_001.pth
20240913-06:55:06 wrote ae_002.pth
20240913-06:55:06 wrote ae_003.pth
20240913-06:55:07 wrote ae_004.pth
20240913-06:55:08 wrote ae_005.pth
20240913-06:55:08 wrote ae_006.pth
20240913-06:55:09 wrote ae_007.pth
20240913-06:55:10 wrote ae_008.pth
20240913-06:55:10 wrote ae_009.pth
20240913-06:55:10 epoch_duration 2min49s next_finish 06:58:00
20240913-06:55:10 wrote state.pth
20240913-06:55:10 --- epoch 1099 ----------------------------------------
20240913-06:55:10 current_test_accuracies 0.9591 0.9590 0.9430 0.9639 0.9594 0.9130 0.9718 0.9615 0.9599 0.9627
20240913-06:55:10 time_train=36839 time_c_quizzes=10804
20240913-06:55:10 nb_c_quizzes 3223
20240913-06:55:10 training model 5 (accuracy 0.9130434989929199)
20240913-06:55:10 training model 2 (accuracy 0.9430379867553711)
20240913-06:57:14 train_loss 1099 model 2 0.010963071611810846
20240913-06:57:14 train_loss 1099 model 5 0.010967853065066719
20240913-06:57:16 test_loss 1099 model 2 0.010483120805383805
20240913-06:57:16 test_loss 1099 model 5 0.006889615782438341
20240913-06:57:49 test_accuracy 1099 model 5 nb_correct 733 / 798 (91.85%)
20240913-06:57:51 test_accuracy 1099 model 2 nb_correct 767 / 816 (94.00%)
20240913-06:57:51 wrote ae_000.pth
20240913-06:57:52 wrote ae_001.pth
20240913-06:57:53 wrote ae_002.pth
20240913-06:57:54 wrote ae_003.pth
20240913-06:57:54 wrote ae_004.pth
20240913-06:57:55 wrote ae_005.pth
20240913-06:57:56 wrote ae_006.pth
20240913-06:57:56 wrote ae_007.pth
20240913-06:57:57 wrote ae_008.pth
20240913-06:57:58 wrote ae_009.pth
20240913-06:57:58 epoch_duration 2min47s next_finish 07:00:45
20240913-06:57:58 wrote state.pth
20240913-06:57:58 --- epoch 1100 ----------------------------------------
20240913-06:57:58 current_test_accuracies 0.9591 0.9590 0.9400 0.9639 0.9594 0.9185 0.9718 0.9615 0.9599 0.9627
20240913-06:57:58 time_train=36999 time_c_quizzes=10804
20240913-06:57:58 nb_c_quizzes 3223
20240913-06:57:58 training model 5 (accuracy 0.9185463786125183)
20240913-06:57:58 training model 2 (accuracy 0.9399510025978088)
20240913-07:00:01 train_loss 1100 model 5 0.011833537663069365
20240913-07:00:01 train_loss 1100 model 2 0.01076481957878059
20240913-07:00:03 test_loss 1100 model 5 0.00871045862140818
20240913-07:00:03 test_loss 1100 model 2 0.004616825262773716
20240913-07:00:35 test_accuracy 1100 model 2 nb_correct 755 / 811 (93.09%)
20240913-07:00:41 test_accuracy 1100 model 5 nb_correct 733 / 786 (93.26%)
20240913-07:00:42 wrote ae_000.pth
20240913-07:00:43 wrote ae_001.pth
20240913-07:00:43 wrote ae_002.pth
20240913-07:00:44 wrote ae_003.pth
20240913-07:00:45 wrote ae_004.pth
20240913-07:00:45 wrote ae_005.pth
20240913-07:00:46 wrote ae_006.pth
20240913-07:00:47 wrote ae_007.pth
20240913-07:00:48 wrote ae_008.pth
20240913-07:00:48 wrote ae_009.pth
20240913-07:00:48 epoch_duration 2min50s next_finish 07:03:39
20240913-07:00:48 wrote state.pth
20240913-07:00:48 --- epoch 1101 ----------------------------------------
20240913-07:00:48 current_test_accuracies 0.9591 0.9590 0.9309 0.9639 0.9594 0.9326 0.9718 0.9615 0.9599 0.9627
20240913-07:00:48 time_train=37162 time_c_quizzes=10804
20240913-07:00:48 nb_c_quizzes 3223
20240913-07:00:48 training model 2 (accuracy 0.9309494495391846)
20240913-07:00:48 training model 5 (accuracy 0.9325699806213379)
20240913-07:02:52 train_loss 1101 model 2 0.011418004326988012
20240913-07:02:52 train_loss 1101 model 5 0.011691874093176012
20240913-07:02:53 test_loss 1101 model 2 0.006998398596101652
20240913-07:02:53 test_loss 1101 model 5 0.01067141620305847
20240913-07:03:28 test_accuracy 1101 model 2 nb_correct 737 / 792 (93.06%)
20240913-07:03:30 test_accuracy 1101 model 5 nb_correct 744 / 789 (94.30%)
20240913-07:03:31 wrote ae_000.pth
20240913-07:03:32 wrote ae_001.pth
20240913-07:03:33 wrote ae_002.pth
20240913-07:03:33 wrote ae_003.pth
20240913-07:03:34 wrote ae_004.pth
20240913-07:03:35 wrote ae_005.pth
20240913-07:03:35 wrote ae_006.pth
20240913-07:03:36 wrote ae_007.pth
20240913-07:03:37 wrote ae_008.pth
20240913-07:03:37 wrote ae_009.pth
20240913-07:03:37 epoch_duration 2min49s next_finish 07:06:27
20240913-07:03:37 wrote state.pth
20240913-07:03:37 --- epoch 1102 ----------------------------------------
20240913-07:03:37 current_test_accuracies 0.9591 0.9590 0.9306 0.9639 0.9594 0.9430 0.9718 0.9615 0.9599 0.9627
20240913-07:03:37 time_train=37324 time_c_quizzes=10804
20240913-07:03:37 nb_c_quizzes 3223
20240913-07:03:37 training model 2 (accuracy 0.9305555820465088)
20240913-07:03:37 training model 5 (accuracy 0.9429658055305481)
20240913-07:05:41 train_loss 1102 model 2 0.010522738995581676
20240913-07:05:41 train_loss 1102 model 5 0.011484001910668666
20240913-07:05:43 test_loss 1102 model 2 0.010062816537390518
20240913-07:05:43 test_loss 1102 model 5 0.00913500304532704
20240913-07:06:15 test_accuracy 1102 model 5 nb_correct 766 / 802 (95.51%)
20240913-07:06:16 test_accuracy 1102 model 2 nb_correct 769 / 819 (93.89%)
20240913-07:06:16 wrote ae_000.pth
20240913-07:06:17 wrote ae_001.pth
20240913-07:06:18 wrote ae_002.pth
20240913-07:06:18 wrote ae_003.pth
20240913-07:06:19 wrote ae_004.pth
20240913-07:06:20 wrote ae_005.pth
20240913-07:06:21 wrote ae_006.pth
20240913-07:06:21 wrote ae_007.pth
20240913-07:06:22 wrote ae_008.pth
20240913-07:06:23 wrote ae_009.pth
20240913-07:06:23 epoch_duration 2min45s next_finish 07:09:08
20240913-07:06:23 wrote state.pth
20240913-07:06:23 --- epoch 1103 ----------------------------------------
20240913-07:06:23 current_test_accuracies 0.9591 0.9590 0.9389 0.9639 0.9594 0.9551 0.9718 0.9615 0.9599 0.9627
20240913-07:06:23 time_train=37482 time_c_quizzes=10804
20240913-07:06:23 nb_c_quizzes 3223
20240913-07:06:23 training model 2 (accuracy 0.9389499425888062)
20240913-07:06:23 training model 5 (accuracy 0.9551122188568115)
20240913-07:08:26 train_loss 1103 model 2 0.010963020770876028
20240913-07:08:26 train_loss 1103 model 5 0.011366159285204049
20240913-07:08:28 test_loss 1103 model 2 0.009247890523448632
20240913-07:08:28 test_loss 1103 model 5 0.007714688495639166
20240913-07:09:02 test_accuracy 1103 model 5 nb_correct 765 / 807 (94.80%)
20240913-07:09:04 test_accuracy 1103 model 2 nb_correct 737 / 774 (95.22%)
20240913-07:09:05 wrote ae_000.pth
20240913-07:09:05 wrote ae_001.pth
20240913-07:09:06 wrote ae_002.pth
20240913-07:09:07 wrote ae_003.pth
20240913-07:09:07 wrote ae_004.pth
20240913-07:09:08 wrote ae_005.pth
20240913-07:09:09 wrote ae_006.pth
20240913-07:09:10 wrote ae_007.pth
20240913-07:09:10 wrote ae_008.pth
20240913-07:09:11 wrote ae_009.pth
20240913-07:09:11 epoch_duration 2min48s next_finish 07:11:59
20240913-07:09:11 wrote state.pth
20240913-07:09:11 --- epoch 1104 ----------------------------------------
20240913-07:09:11 current_test_accuracies 0.9591 0.9590 0.9522 0.9639 0.9594 0.9480 0.9718 0.9615 0.9599 0.9627
20240913-07:09:11 time_train=37643 time_c_quizzes=10804
20240913-07:09:11 nb_c_quizzes 3223
20240913-07:09:11 training model 5 (accuracy 0.9479553699493408)
20240913-07:09:11 training model 2 (accuracy 0.9521963596343994)
20240913-07:11:14 train_loss 1104 model 5 0.011678027445836051
20240913-07:11:15 train_loss 1104 model 2 0.011099713882093055
20240913-07:11:16 test_loss 1104 model 5 0.00886009411274813
20240913-07:11:16 test_loss 1104 model 2 0.005470613768099497
20240913-07:11:49 test_accuracy 1104 model 2 nb_correct 732 / 776 (94.33%)
20240913-07:11:51 test_accuracy 1104 model 5 nb_correct 729 / 791 (92.16%)
20240913-07:11:51 wrote ae_000.pth
20240913-07:11:52 wrote ae_001.pth
20240913-07:11:53 wrote ae_002.pth
20240913-07:11:53 wrote ae_003.pth
20240913-07:11:54 wrote ae_004.pth
20240913-07:11:55 wrote ae_005.pth
20240913-07:11:55 wrote ae_006.pth
20240913-07:11:56 wrote ae_007.pth
20240913-07:11:57 wrote ae_008.pth
20240913-07:11:58 wrote ae_009.pth
20240913-07:11:58 epoch_duration 2min46s next_finish 07:14:44
20240913-07:11:58 wrote state.pth
20240913-07:11:58 --- epoch 1105 ----------------------------------------
20240913-07:11:58 current_test_accuracies 0.9591 0.9590 0.9433 0.9639 0.9594 0.9216 0.9718 0.9615 0.9599 0.9627
20240913-07:11:58 time_train=37802 time_c_quizzes=10804
20240913-07:11:58 nb_c_quizzes 3223
20240913-07:11:58 training model 5 (accuracy 0.9216182231903076)
20240913-07:11:58 training model 2 (accuracy 0.9432989954948425)
20240913-07:14:01 train_loss 1105 model 5 0.010935650292332866
20240913-07:14:01 train_loss 1105 model 2 0.010934622505481457
20240913-07:14:02 test_loss 1105 model 5 0.0068378276996782
20240913-07:14:03 test_loss 1105 model 2 0.008537399295440196
20240913-07:14:37 test_accuracy 1105 model 5 nb_correct 755 / 799 (94.49%)
20240913-07:14:37 test_accuracy 1105 model 2 nb_correct 749 / 808 (92.70%)
20240913-07:14:38 wrote ae_000.pth
20240913-07:14:38 wrote ae_001.pth
20240913-07:14:39 wrote ae_002.pth
20240913-07:14:40 wrote ae_003.pth
20240913-07:14:40 wrote ae_004.pth
20240913-07:14:41 wrote ae_005.pth
20240913-07:14:42 wrote ae_006.pth
20240913-07:14:42 wrote ae_007.pth
20240913-07:14:43 wrote ae_008.pth
20240913-07:14:44 wrote ae_009.pth
20240913-07:14:44 epoch_duration 2min46s next_finish 07:17:30
20240913-07:14:44 wrote state.pth
20240913-07:14:44 --- epoch 1106 ----------------------------------------
20240913-07:14:44 current_test_accuracies 0.9591 0.9590 0.9270 0.9639 0.9594 0.9449 0.9718 0.9615 0.9599 0.9627
20240913-07:14:44 time_train=37961 time_c_quizzes=10804
20240913-07:14:44 nb_c_quizzes 3223
20240913-07:14:44 training model 2 (accuracy 0.926980197429657)
20240913-07:14:44 training model 5 (accuracy 0.944931149482727)
20240913-07:16:47 train_loss 1106 model 5 0.011178307102087275
20240913-07:16:47 train_loss 1106 model 2 0.010745900176833401
20240913-07:16:49 test_loss 1106 model 5 0.00882202613155414
20240913-07:16:49 test_loss 1106 model 2 0.007031676472647064
20240913-07:17:23 test_accuracy 1106 model 2 nb_correct 743 / 783 (94.89%)
20240913-07:17:25 test_accuracy 1106 model 5 nb_correct 741 / 801 (92.51%)
20240913-07:17:26 wrote ae_000.pth
20240913-07:17:26 wrote ae_001.pth
20240913-07:17:27 wrote ae_002.pth
20240913-07:17:28 wrote ae_003.pth
20240913-07:17:28 wrote ae_004.pth
20240913-07:17:29 wrote ae_005.pth
20240913-07:17:30 wrote ae_006.pth
20240913-07:17:30 wrote ae_007.pth
20240913-07:17:31 wrote ae_008.pth
20240913-07:17:32 wrote ae_009.pth
20240913-07:17:32 epoch_duration 2min48s next_finish 07:20:20
20240913-07:17:32 wrote state.pth
20240913-07:17:32 --- epoch 1107 ----------------------------------------
20240913-07:17:32 current_test_accuracies 0.9591 0.9590 0.9489 0.9639 0.9594 0.9251 0.9718 0.9615 0.9599 0.9627
20240913-07:17:32 time_train=38122 time_c_quizzes=10804
20240913-07:17:32 nb_c_quizzes 3223
20240913-07:17:32 training model 5 (accuracy 0.9250936508178711)
20240913-07:17:32 training model 2 (accuracy 0.9489144086837769)
20240913-07:19:35 train_loss 1107 model 2 0.010941068475349312
20240913-07:19:35 train_loss 1107 model 5 0.011706735580828536
20240913-07:19:37 test_loss 1107 model 2 0.004876067492263303
20240913-07:19:37 test_loss 1107 model 5 0.0081365448221554
20240913-07:20:10 test_accuracy 1107 model 2 nb_correct 754 / 786 (95.93%)
20240913-07:20:11 test_accuracy 1107 model 5 nb_correct 757 / 824 (91.87%)
20240913-07:20:11 wrote ae_000.pth
20240913-07:20:12 wrote ae_001.pth
20240913-07:20:13 wrote ae_002.pth
20240913-07:20:14 wrote ae_003.pth
20240913-07:20:14 wrote ae_004.pth
20240913-07:20:15 wrote ae_005.pth
20240913-07:20:16 wrote ae_006.pth
20240913-07:20:16 wrote ae_007.pth
20240913-07:20:17 wrote ae_008.pth
20240913-07:20:18 wrote ae_009.pth
20240913-07:20:18 epoch_duration 2min45s next_finish 07:23:04
20240913-07:20:18 wrote state.pth
20240913-07:20:18 --- epoch 1108 ----------------------------------------
20240913-07:20:18 current_test_accuracies 0.9591 0.9590 0.9593 0.9639 0.9594 0.9187 0.9718 0.9615 0.9599 0.9627
20240913-07:20:18 time_train=38280 time_c_quizzes=10804
20240913-07:20:18 nb_c_quizzes 3223
20240913-07:20:18 training model 5 (accuracy 0.9186893105506897)
20240913-07:20:18 training model 1 (accuracy 0.9589552283287048)
20240913-07:22:21 train_loss 1108 model 5 0.011192129746137652
20240913-07:22:21 train_loss 1108 model 1 0.010055512655382699
20240913-07:22:23 test_loss 1108 model 5 0.006352733370988517
20240913-07:22:23 test_loss 1108 model 1 0.007572250466546393
20240913-07:22:58 test_accuracy 1108 model 5 nb_correct 736 / 810 (90.86%)
20240913-07:23:01 test_accuracy 1108 model 1 nb_correct 740 / 793 (93.32%)
20240913-07:23:02 wrote ae_000.pth
20240913-07:23:03 wrote ae_001.pth
20240913-07:23:04 wrote ae_002.pth
20240913-07:23:04 wrote ae_003.pth
20240913-07:23:05 wrote ae_004.pth
20240913-07:23:06 wrote ae_005.pth
20240913-07:23:06 wrote ae_006.pth
20240913-07:23:07 wrote ae_007.pth
20240913-07:23:08 wrote ae_008.pth
20240913-07:23:08 wrote ae_009.pth
20240913-07:23:08 epoch_duration 2min50s next_finish 07:25:59
20240913-07:23:08 wrote state.pth
20240913-07:23:08 --- epoch 1109 ----------------------------------------
20240913-07:23:08 current_test_accuracies 0.9591 0.9332 0.9593 0.9639 0.9594 0.9086 0.9718 0.9615 0.9599 0.9627
20240913-07:23:08 time_train=38443 time_c_quizzes=10804
20240913-07:23:08 nb_c_quizzes 3223
20240913-07:23:08 training model 5 (accuracy 0.9086419939994812)
20240913-07:23:08 training model 1 (accuracy 0.9331651926040649)
20240913-07:25:12 train_loss 1109 model 1 0.010977671681434003
20240913-07:25:12 train_loss 1109 model 5 0.01141945523495815
20240913-07:25:13 test_loss 1109 model 1 0.010324191850668286
20240913-07:25:13 test_loss 1109 model 5 0.00739257352262257
20240913-07:25:46 test_accuracy 1109 model 1 nb_correct 734 / 797 (92.10%)
20240913-07:25:50 test_accuracy 1109 model 5 nb_correct 756 / 807 (93.68%)
20240913-07:25:50 wrote ae_000.pth
20240913-07:25:51 wrote ae_001.pth
20240913-07:25:52 wrote ae_002.pth
20240913-07:25:52 wrote ae_003.pth
20240913-07:25:53 wrote ae_004.pth
20240913-07:25:54 wrote ae_005.pth
20240913-07:25:55 wrote ae_006.pth
20240913-07:25:55 wrote ae_007.pth
20240913-07:25:56 wrote ae_008.pth
20240913-07:25:57 wrote ae_009.pth
20240913-07:25:57 epoch_duration 2min48s next_finish 07:28:45
20240913-07:25:57 wrote state.pth
20240913-07:25:57 --- epoch 1110 ----------------------------------------
20240913-07:25:57 current_test_accuracies 0.9591 0.9210 0.9593 0.9639 0.9594 0.9368 0.9718 0.9615 0.9599 0.9627
20240913-07:25:57 time_train=38604 time_c_quizzes=10804
20240913-07:25:57 nb_c_quizzes 3223
20240913-07:25:57 training model 1 (accuracy 0.9209535717964172)
20240913-07:25:57 training model 5 (accuracy 0.9368029832839966)
20240913-07:28:00 train_loss 1110 model 5 0.012027546810240892
20240913-07:28:00 train_loss 1110 model 1 0.01160837163310498
20240913-07:28:02 test_loss 1110 model 5 0.008835569310076608
20240913-07:28:02 test_loss 1110 model 1 0.0070287429043787595
20240913-07:28:33 test_accuracy 1110 model 5 nb_correct 746 / 789 (94.55%)
20240913-07:28:40 test_accuracy 1110 model 1 nb_correct 721 / 784 (91.96%)
20240913-07:28:41 wrote ae_000.pth
20240913-07:28:41 wrote ae_001.pth
20240913-07:28:42 wrote ae_002.pth
20240913-07:28:43 wrote ae_003.pth
20240913-07:28:43 wrote ae_004.pth
20240913-07:28:44 wrote ae_005.pth
20240913-07:28:45 wrote ae_006.pth
20240913-07:28:46 wrote ae_007.pth
20240913-07:28:46 wrote ae_008.pth
20240913-07:28:47 wrote ae_009.pth
20240913-07:28:47 epoch_duration 2min50s next_finish 07:31:37
20240913-07:28:47 wrote state.pth
20240913-07:28:47 --- epoch 1111 ----------------------------------------
20240913-07:28:47 current_test_accuracies 0.9591 0.9196 0.9593 0.9639 0.9594 0.9455 0.9718 0.9615 0.9599 0.9627
20240913-07:28:47 time_train=38767 time_c_quizzes=10804
20240913-07:28:47 nb_c_quizzes 3223
20240913-07:28:47 training model 1 (accuracy 0.9196428656578064)
20240913-07:28:47 training model 5 (accuracy 0.9455006122589111)
20240913-07:30:50 train_loss 1111 model 1 0.011194726925259602
20240913-07:30:51 train_loss 1111 model 5 0.011270828671498747
20240913-07:30:52 test_loss 1111 model 1 0.0104785826387797
20240913-07:30:52 test_loss 1111 model 5 0.008354004426135476
20240913-07:31:25 test_accuracy 1111 model 1 nb_correct 754 / 814 (92.63%)
20240913-07:31:28 test_accuracy 1111 model 5 nb_correct 768 / 817 (94.00%)
20240913-07:31:29 wrote ae_000.pth
20240913-07:31:29 wrote ae_001.pth
20240913-07:31:30 wrote ae_002.pth
20240913-07:31:31 wrote ae_003.pth
20240913-07:31:31 wrote ae_004.pth
20240913-07:31:32 wrote ae_005.pth
20240913-07:31:33 wrote ae_006.pth
20240913-07:31:34 wrote ae_007.pth
20240913-07:31:34 wrote ae_008.pth
20240913-07:31:35 wrote ae_009.pth
20240913-07:31:35 epoch_duration 2min47s next_finish 07:34:23
20240913-07:31:35 wrote state.pth
20240913-07:31:35 --- epoch 1112 ----------------------------------------
20240913-07:31:35 current_test_accuracies 0.9591 0.9263 0.9593 0.9639 0.9594 0.9400 0.9718 0.9615 0.9599 0.9627
20240913-07:31:35 time_train=38927 time_c_quizzes=10804
20240913-07:31:35 nb_c_quizzes 3223
20240913-07:31:35 training model 1 (accuracy 0.9262899160385132)
20240913-07:31:35 training model 5 (accuracy 0.9400244951248169)
20240913-07:33:38 train_loss 1112 model 1 0.010669759447111574
20240913-07:33:38 train_loss 1112 model 5 0.011382107902336428
20240913-07:33:40 test_loss 1112 model 1 0.0092831128908756
20240913-07:33:40 test_loss 1112 model 5 0.009978246516895694
20240913-07:34:14 test_accuracy 1112 model 1 nb_correct 724 / 801 (90.39%)
20240913-07:34:15 test_accuracy 1112 model 5 nb_correct 770 / 806 (95.53%)
20240913-07:34:16 wrote ae_000.pth
20240913-07:34:16 wrote ae_001.pth
20240913-07:34:17 wrote ae_002.pth
20240913-07:34:18 wrote ae_003.pth
20240913-07:34:18 wrote ae_004.pth
20240913-07:34:19 wrote ae_005.pth
20240913-07:34:20 wrote ae_006.pth
20240913-07:34:20 wrote ae_007.pth
20240913-07:34:21 wrote ae_008.pth
20240913-07:34:22 wrote ae_009.pth
20240913-07:34:22 epoch_duration 2min46s next_finish 07:37:09
20240913-07:34:22 wrote state.pth
20240913-07:34:22 --- epoch 1113 ----------------------------------------
20240913-07:34:22 current_test_accuracies 0.9591 0.9039 0.9593 0.9639 0.9594 0.9553 0.9718 0.9615 0.9599 0.9627
20240913-07:34:22 time_train=39086 time_c_quizzes=10804
20240913-07:34:22 nb_c_quizzes 3223
20240913-07:34:22 training model 1 (accuracy 0.903870165348053)
20240913-07:34:22 training model 5 (accuracy 0.9553349614143372)
20240913-07:36:25 train_loss 1113 model 1 0.011047989801296808
20240913-07:36:25 train_loss 1113 model 5 0.011360493935055274
20240913-07:36:27 test_loss 1113 model 1 0.00617514175643521
20240913-07:36:27 test_loss 1113 model 5 0.007677971205603739
20240913-07:36:59 test_accuracy 1113 model 1 nb_correct 760 / 817 (93.02%)
20240913-07:37:02 test_accuracy 1113 model 5 nb_correct 744 / 795 (93.58%)
20240913-07:37:02 wrote ae_000.pth
20240913-07:37:03 wrote ae_001.pth
20240913-07:37:04 wrote ae_002.pth
20240913-07:37:04 wrote ae_003.pth
20240913-07:37:05 wrote ae_004.pth
20240913-07:37:06 wrote ae_005.pth
20240913-07:37:07 wrote ae_006.pth
20240913-07:37:07 wrote ae_007.pth
20240913-07:37:08 wrote ae_008.pth
20240913-07:37:09 wrote ae_009.pth
20240913-07:37:09 epoch_duration 2min46s next_finish 07:39:56
20240913-07:37:09 wrote state.pth
20240913-07:37:09 --- epoch 1114 ----------------------------------------
20240913-07:37:09 current_test_accuracies 0.9591 0.9302 0.9593 0.9639 0.9594 0.9358 0.9718 0.9615 0.9599 0.9627
20240913-07:37:09 time_train=39245 time_c_quizzes=10804
20240913-07:37:09 nb_c_quizzes 3223
20240913-07:37:09 training model 1 (accuracy 0.930232584476471)
20240913-07:37:09 training model 5 (accuracy 0.9358490705490112)
20240913-07:39:12 train_loss 1114 model 1 0.01070632949649189
20240913-07:39:12 train_loss 1114 model 5 0.010408783583015065
20240913-07:39:13 test_loss 1114 model 1 0.008481833709720377
20240913-07:39:14 test_loss 1114 model 5 0.008408255313861445
20240913-07:39:47 test_accuracy 1114 model 5 nb_correct 778 / 808 (96.29%)
20240913-07:39:50 test_accuracy 1114 model 1 nb_correct 754 / 804 (93.78%)
20240913-07:39:50 wrote ae_000.pth
20240913-07:39:51 wrote ae_001.pth
20240913-07:39:52 wrote ae_002.pth
20240913-07:39:52 wrote ae_003.pth
20240913-07:39:53 wrote ae_004.pth
20240913-07:39:54 wrote ae_005.pth
20240913-07:39:54 wrote ae_006.pth
20240913-07:39:55 wrote ae_007.pth
20240913-07:39:56 wrote ae_008.pth
20240913-07:39:56 wrote ae_009.pth
20240913-07:39:56 epoch_duration 2min47s next_finish 07:42:44
20240913-07:39:56 wrote state.pth
20240913-07:39:56 --- epoch 1115 ----------------------------------------
20240913-07:39:56 current_test_accuracies 0.9591 0.9378 0.9593 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:39:56 time_train=39405 time_c_quizzes=10804
20240913-07:39:56 nb_c_quizzes 3223
20240913-07:39:56 training model 1 (accuracy 0.9378109574317932)
20240913-07:39:56 training model 0 (accuracy 0.9590792655944824)
20240913-07:42:01 train_loss 1115 model 1 0.011128127447453152
20240913-07:42:01 train_loss 1115 model 0 0.011137149733303885
20240913-07:42:02 test_loss 1115 model 1 0.005964070742903971
20240913-07:42:02 test_loss 1115 model 0 0.007445337709890509
20240913-07:42:39 test_accuracy 1115 model 1 nb_correct 768 / 796 (96.48%)
20240913-07:42:40 test_accuracy 1115 model 0 nb_correct 734 / 788 (93.15%)
20240913-07:42:41 wrote ae_000.pth
20240913-07:42:42 wrote ae_001.pth
20240913-07:42:42 wrote ae_002.pth
20240913-07:42:43 wrote ae_003.pth
20240913-07:42:44 wrote ae_004.pth
20240913-07:42:44 wrote ae_005.pth
20240913-07:42:45 wrote ae_006.pth
20240913-07:42:46 wrote ae_007.pth
20240913-07:42:46 wrote ae_008.pth
20240913-07:42:47 wrote ae_009.pth
20240913-07:42:47 epoch_duration 2min50s next_finish 07:45:38
20240913-07:42:47 wrote state.pth
20240913-07:42:47 --- epoch 1116 ----------------------------------------
20240913-07:42:47 current_test_accuracies 0.9315 0.9648 0.9593 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:42:47 time_train=39568 time_c_quizzes=10804
20240913-07:42:47 nb_c_quizzes 3223
20240913-07:42:47 training model 0 (accuracy 0.9314720630645752)
20240913-07:42:47 training model 2 (accuracy 0.9592875242233276)
20240913-07:44:50 train_loss 1116 model 2 0.010683742309311128
20240913-07:44:50 train_loss 1116 model 0 0.011050926318162966
20240913-07:44:52 test_loss 1116 model 2 0.007456993492155561
20240913-07:44:52 test_loss 1116 model 0 0.011453183668459132
20240913-07:45:25 test_accuracy 1116 model 2 nb_correct 749 / 795 (94.21%)
20240913-07:45:28 test_accuracy 1116 model 0 nb_correct 724 / 789 (91.76%)
20240913-07:45:29 wrote ae_000.pth
20240913-07:45:30 wrote ae_001.pth
20240913-07:45:30 wrote ae_002.pth
20240913-07:45:31 wrote ae_003.pth
20240913-07:45:32 wrote ae_004.pth
20240913-07:45:32 wrote ae_005.pth
20240913-07:45:33 wrote ae_006.pth
20240913-07:45:34 wrote ae_007.pth
20240913-07:45:34 wrote ae_008.pth
20240913-07:45:35 wrote ae_009.pth
20240913-07:45:35 epoch_duration 2min48s next_finish 07:48:23
20240913-07:45:35 wrote state.pth
20240913-07:45:35 --- epoch 1117 ----------------------------------------
20240913-07:45:35 current_test_accuracies 0.9176 0.9648 0.9421 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:45:35 time_train=39729 time_c_quizzes=10804
20240913-07:45:35 nb_c_quizzes 3223
20240913-07:45:35 training model 0 (accuracy 0.9176172614097595)
20240913-07:45:35 training model 2 (accuracy 0.9421383738517761)
20240913-07:47:38 train_loss 1117 model 2 0.010927681122055218
20240913-07:47:38 train_loss 1117 model 0 0.011063537757436279
20240913-07:47:40 test_loss 1117 model 2 0.008465771898788433
20240913-07:47:40 test_loss 1117 model 0 0.00834574936932313
20240913-07:48:13 test_accuracy 1117 model 0 nb_correct 759 / 824 (92.11%)
20240913-07:48:15 test_accuracy 1117 model 2 nb_correct 747 / 790 (94.56%)
20240913-07:48:15 wrote ae_000.pth
20240913-07:48:16 wrote ae_001.pth
20240913-07:48:17 wrote ae_002.pth
20240913-07:48:17 wrote ae_003.pth
20240913-07:48:18 wrote ae_004.pth
20240913-07:48:19 wrote ae_005.pth
20240913-07:48:19 wrote ae_006.pth
20240913-07:48:20 wrote ae_007.pth
20240913-07:48:21 wrote ae_008.pth
20240913-07:48:22 wrote ae_009.pth
20240913-07:48:22 epoch_duration 2min46s next_finish 07:51:08
20240913-07:48:22 wrote state.pth
20240913-07:48:22 --- epoch 1118 ----------------------------------------
20240913-07:48:22 current_test_accuracies 0.9211 0.9648 0.9456 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:48:22 time_train=39888 time_c_quizzes=10804
20240913-07:48:22 nb_c_quizzes 3223
20240913-07:48:22 training model 0 (accuracy 0.9211165308952332)
20240913-07:48:22 training model 2 (accuracy 0.945569634437561)
20240913-07:50:25 train_loss 1118 model 0 0.01118926190770435
20240913-07:50:25 train_loss 1118 model 2 0.010689807667522472
20240913-07:50:26 test_loss 1118 model 0 0.01110094348371149
20240913-07:50:27 test_loss 1118 model 2 0.008398669658022584
20240913-07:51:00 test_accuracy 1118 model 2 nb_correct 755 / 801 (94.26%)
20240913-07:51:01 test_accuracy 1118 model 0 nb_correct 758 / 812 (93.35%)
20240913-07:51:02 wrote ae_000.pth
20240913-07:51:03 wrote ae_001.pth
20240913-07:51:03 wrote ae_002.pth
20240913-07:51:04 wrote ae_003.pth
20240913-07:51:05 wrote ae_004.pth
20240913-07:51:05 wrote ae_005.pth
20240913-07:51:06 wrote ae_006.pth
20240913-07:51:07 wrote ae_007.pth
20240913-07:51:08 wrote ae_008.pth
20240913-07:51:08 wrote ae_009.pth
20240913-07:51:08 epoch_duration 2min46s next_finish 07:53:55
20240913-07:51:08 wrote state.pth
20240913-07:51:08 --- epoch 1119 ----------------------------------------
20240913-07:51:08 current_test_accuracies 0.9335 0.9648 0.9426 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:51:08 time_train=40047 time_c_quizzes=10804
20240913-07:51:08 nb_c_quizzes 3223
20240913-07:51:08 training model 0 (accuracy 0.9334975481033325)
20240913-07:51:08 training model 2 (accuracy 0.942571759223938)
20240913-07:53:12 train_loss 1119 model 0 0.011142840161843196
20240913-07:53:12 train_loss 1119 model 2 0.01062260988955859
20240913-07:53:13 test_loss 1119 model 0 0.00971461841501764
20240913-07:53:13 test_loss 1119 model 2 0.007648717631622048
20240913-07:53:48 test_accuracy 1119 model 0 nb_correct 744 / 795 (93.58%)
20240913-07:53:48 test_accuracy 1119 model 2 nb_correct 745 / 789 (94.42%)
20240913-07:53:49 wrote ae_000.pth
20240913-07:53:50 wrote ae_001.pth
20240913-07:53:51 wrote ae_002.pth
20240913-07:53:51 wrote ae_003.pth
20240913-07:53:52 wrote ae_004.pth
20240913-07:53:53 wrote ae_005.pth
20240913-07:53:53 wrote ae_006.pth
20240913-07:53:54 wrote ae_007.pth
20240913-07:53:55 wrote ae_008.pth
20240913-07:53:55 wrote ae_009.pth
20240913-07:53:55 epoch_duration 2min47s next_finish 07:56:43
20240913-07:53:55 wrote state.pth
20240913-07:53:55 --- epoch 1120 ----------------------------------------
20240913-07:53:55 current_test_accuracies 0.9358 0.9648 0.9442 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:53:55 time_train=40207 time_c_quizzes=10804
20240913-07:53:55 nb_c_quizzes 3223
20240913-07:53:55 training model 0 (accuracy 0.9358490705490112)
20240913-07:53:55 training model 2 (accuracy 0.9442331790924072)
20240913-07:55:59 train_loss 1120 model 0 0.011313901577719662
20240913-07:55:59 train_loss 1120 model 2 0.01074039765987436
20240913-07:56:01 test_loss 1120 model 0 0.01003186596343646
20240913-07:56:01 test_loss 1120 model 2 0.008639559050322987
20240913-07:56:35 test_accuracy 1120 model 0 nb_correct 741 / 796 (93.09%)
20240913-07:56:38 test_accuracy 1120 model 2 nb_correct 743 / 794 (93.58%)
20240913-07:56:39 wrote ae_000.pth
20240913-07:56:39 wrote ae_001.pth
20240913-07:56:40 wrote ae_002.pth
20240913-07:56:41 wrote ae_003.pth
20240913-07:56:41 wrote ae_004.pth
20240913-07:56:42 wrote ae_005.pth
20240913-07:56:43 wrote ae_006.pth
20240913-07:56:43 wrote ae_007.pth
20240913-07:56:44 wrote ae_008.pth
20240913-07:56:45 wrote ae_009.pth
20240913-07:56:45 epoch_duration 2min49s next_finish 07:59:34
20240913-07:56:45 wrote state.pth
20240913-07:56:45 --- epoch 1121 ----------------------------------------
20240913-07:56:45 current_test_accuracies 0.9309 0.9648 0.9358 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:56:45 time_train=40369 time_c_quizzes=10804
20240913-07:56:45 nb_c_quizzes 3223
20240913-07:56:45 training model 0 (accuracy 0.9309045076370239)
20240913-07:56:45 training model 2 (accuracy 0.9357682466506958)
20240913-07:58:48 train_loss 1121 model 0 0.011425032875780743
20240913-07:58:48 train_loss 1121 model 2 0.010843721791031385
20240913-07:58:49 test_loss 1121 model 0 0.00849847607616141
20240913-07:58:50 test_loss 1121 model 2 0.0072694970931706845
20240913-07:59:23 test_accuracy 1121 model 0 nb_correct 775 / 816 (94.98%)
20240913-07:59:24 test_accuracy 1121 model 2 nb_correct 725 / 775 (93.55%)
20240913-07:59:25 wrote ae_000.pth
20240913-07:59:26 wrote ae_001.pth
20240913-07:59:26 wrote ae_002.pth
20240913-07:59:27 wrote ae_003.pth
20240913-07:59:28 wrote ae_004.pth
20240913-07:59:28 wrote ae_005.pth
20240913-07:59:29 wrote ae_006.pth
20240913-07:59:30 wrote ae_007.pth
20240913-07:59:31 wrote ae_008.pth
20240913-07:59:31 wrote ae_009.pth
20240913-07:59:31 epoch_duration 2min46s next_finish 08:02:18
20240913-07:59:31 wrote state.pth
20240913-07:59:31 --- epoch 1122 ----------------------------------------
20240913-07:59:31 current_test_accuracies 0.9498 0.9648 0.9355 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-07:59:31 time_train=40528 time_c_quizzes=10804
20240913-07:59:31 nb_c_quizzes 3223
20240913-07:59:31 training model 2 (accuracy 0.9354838728904724)
20240913-07:59:31 training model 0 (accuracy 0.9497548937797546)
20240913-08:01:35 train_loss 1122 model 2 0.010759654770272391
20240913-08:01:35 train_loss 1122 model 0 0.011243674993071181
20240913-08:01:36 test_loss 1122 model 2 0.009694365030054542
20240913-08:01:37 test_loss 1122 model 0 0.010133751587784446
20240913-08:02:09 test_accuracy 1122 model 2 nb_correct 726 / 787 (92.25%)
20240913-08:02:10 test_accuracy 1122 model 0 nb_correct 745 / 790 (94.30%)
20240913-08:02:11 wrote ae_000.pth
20240913-08:02:11 wrote ae_001.pth
20240913-08:02:12 wrote ae_002.pth
20240913-08:02:13 wrote ae_003.pth
20240913-08:02:13 wrote ae_004.pth
20240913-08:02:14 wrote ae_005.pth
20240913-08:02:15 wrote ae_006.pth
20240913-08:02:15 wrote ae_007.pth
20240913-08:02:16 wrote ae_008.pth
20240913-08:02:17 wrote ae_009.pth
20240913-08:02:17 epoch_duration 2min45s next_finish 08:05:02
20240913-08:02:17 wrote state.pth
20240913-08:02:17 --- epoch 1123 ----------------------------------------
20240913-08:02:17 current_test_accuracies 0.9430 0.9648 0.9225 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:02:17 time_train=40686 time_c_quizzes=10804
20240913-08:02:17 nb_c_quizzes 3223
20240913-08:02:17 training model 2 (accuracy 0.9224904775619507)
20240913-08:02:17 training model 0 (accuracy 0.9430379867553711)
20240913-08:04:20 train_loss 1123 model 2 0.010231999719804662
20240913-08:04:20 train_loss 1123 model 0 0.01108991158459503
20240913-08:04:22 test_loss 1123 model 2 0.008820335770725763
20240913-08:04:22 test_loss 1123 model 0 0.009755277202162915
20240913-08:04:56 test_accuracy 1123 model 2 nb_correct 736 / 783 (94.00%)
20240913-08:04:59 test_accuracy 1123 model 0 nb_correct 733 / 783 (93.61%)
20240913-08:05:00 wrote ae_000.pth
20240913-08:05:00 wrote ae_001.pth
20240913-08:05:01 wrote ae_002.pth
20240913-08:05:02 wrote ae_003.pth
20240913-08:05:02 wrote ae_004.pth
20240913-08:05:03 wrote ae_005.pth
20240913-08:05:04 wrote ae_006.pth
20240913-08:05:05 wrote ae_007.pth
20240913-08:05:05 wrote ae_008.pth
20240913-08:05:06 wrote ae_009.pth
20240913-08:05:06 epoch_duration 2min49s next_finish 08:07:55
20240913-08:05:06 wrote state.pth
20240913-08:05:06 --- epoch 1124 ----------------------------------------
20240913-08:05:06 current_test_accuracies 0.9361 0.9648 0.9400 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:05:06 time_train=40848 time_c_quizzes=10804
20240913-08:05:06 nb_c_quizzes 3223
20240913-08:05:06 training model 0 (accuracy 0.9361430406570435)
20240913-08:05:06 training model 2 (accuracy 0.9399744868278503)
20240913-08:07:09 train_loss 1124 model 0 0.011510631099854436
20240913-08:07:09 train_loss 1124 model 2 0.010676049132862318
20240913-08:07:11 test_loss 1124 model 0 0.009874706351482132
20240913-08:07:11 test_loss 1124 model 2 0.00749382755788659
20240913-08:07:45 test_accuracy 1124 model 2 nb_correct 783 / 816 (95.96%)
20240913-08:07:47 test_accuracy 1124 model 0 nb_correct 755 / 812 (92.98%)
20240913-08:07:48 wrote ae_000.pth
20240913-08:07:48 wrote ae_001.pth
20240913-08:07:49 wrote ae_002.pth
20240913-08:07:50 wrote ae_003.pth
20240913-08:07:50 wrote ae_004.pth
20240913-08:07:51 wrote ae_005.pth
20240913-08:07:52 wrote ae_006.pth
20240913-08:07:53 wrote ae_007.pth
20240913-08:07:53 wrote ae_008.pth
20240913-08:07:54 wrote ae_009.pth
20240913-08:07:54 epoch_duration 2min48s next_finish 08:10:42
20240913-08:07:54 wrote state.pth
20240913-08:07:54 --- epoch 1125 ----------------------------------------
20240913-08:07:54 current_test_accuracies 0.9298 0.9648 0.9596 0.9639 0.9594 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:07:54 time_train=41009 time_c_quizzes=10804
20240913-08:07:54 nb_c_quizzes 3223
20240913-08:07:54 training model 0 (accuracy 0.9298029541969299)
20240913-08:07:54 training model 4 (accuracy 0.9593595862388611)
20240913-08:09:57 train_loss 1125 model 0 0.011641806512679978
20240913-08:09:57 train_loss 1125 model 4 0.010475818864346365
20240913-08:09:59 test_loss 1125 model 0 0.008027791388130368
20240913-08:09:59 test_loss 1125 model 4 0.007420974995773122
20240913-08:10:34 test_accuracy 1125 model 0 nb_correct 746 / 802 (93.02%)
20240913-08:10:35 test_accuracy 1125 model 4 nb_correct 757 / 793 (95.46%)
20240913-08:10:36 wrote ae_000.pth
20240913-08:10:37 wrote ae_001.pth
20240913-08:10:37 wrote ae_002.pth
20240913-08:10:38 wrote ae_003.pth
20240913-08:10:39 wrote ae_004.pth
20240913-08:10:39 wrote ae_005.pth
20240913-08:10:40 wrote ae_006.pth
20240913-08:10:41 wrote ae_007.pth
20240913-08:10:41 wrote ae_008.pth
20240913-08:10:42 wrote ae_009.pth
20240913-08:10:42 epoch_duration 2min48s next_finish 08:13:30
20240913-08:10:42 wrote state.pth
20240913-08:10:42 --- epoch 1126 ----------------------------------------
20240913-08:10:42 current_test_accuracies 0.9302 0.9648 0.9596 0.9639 0.9546 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:10:42 time_train=41170 time_c_quizzes=10804
20240913-08:10:42 nb_c_quizzes 3223
20240913-08:10:42 training model 0 (accuracy 0.9301745891571045)
20240913-08:10:42 training model 4 (accuracy 0.9546027779579163)
20240913-08:12:45 train_loss 1126 model 4 0.010288433195197285
20240913-08:12:45 train_loss 1126 model 0 0.010969426929405017
20240913-08:12:47 test_loss 1126 model 4 0.007468884636216444
20240913-08:12:47 test_loss 1126 model 0 0.008639971024240366
20240913-08:13:19 test_accuracy 1126 model 0 nb_correct 737 / 789 (93.41%)
20240913-08:13:20 test_accuracy 1126 model 4 nb_correct 760 / 823 (92.35%)
20240913-08:13:21 wrote ae_000.pth
20240913-08:13:21 wrote ae_001.pth
20240913-08:13:22 wrote ae_002.pth
20240913-08:13:23 wrote ae_003.pth
20240913-08:13:24 wrote ae_004.pth
20240913-08:13:24 wrote ae_005.pth
20240913-08:13:25 wrote ae_006.pth
20240913-08:13:26 wrote ae_007.pth
20240913-08:13:26 wrote ae_008.pth
20240913-08:13:27 wrote ae_009.pth
20240913-08:13:27 epoch_duration 2min44s next_finish 08:16:12
20240913-08:13:27 wrote state.pth
20240913-08:13:27 --- epoch 1127 ----------------------------------------
20240913-08:13:27 current_test_accuracies 0.9341 0.9648 0.9596 0.9639 0.9235 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:13:27 time_train=41327 time_c_quizzes=10804
20240913-08:13:27 nb_c_quizzes 3223
20240913-08:13:27 training model 4 (accuracy 0.923450767993927)
20240913-08:13:27 training model 0 (accuracy 0.9340937733650208)
20240913-08:15:30 train_loss 1127 model 0 0.010454409643374674
20240913-08:15:30 train_loss 1127 model 4 0.011026587056154313
20240913-08:15:32 test_loss 1127 model 0 0.007409930761221517
20240913-08:15:32 test_loss 1127 model 4 0.006726209778349812
20240913-08:16:06 test_accuracy 1127 model 4 nb_correct 747 / 809 (92.34%)
20240913-08:16:08 test_accuracy 1127 model 0 nb_correct 753 / 804 (93.66%)
20240913-08:16:09 wrote ae_000.pth
20240913-08:16:10 wrote ae_001.pth
20240913-08:16:10 wrote ae_002.pth
20240913-08:16:11 wrote ae_003.pth
20240913-08:16:12 wrote ae_004.pth
20240913-08:16:13 wrote ae_005.pth
20240913-08:16:13 wrote ae_006.pth
20240913-08:16:14 wrote ae_007.pth
20240913-08:16:15 wrote ae_008.pth
20240913-08:16:15 wrote ae_009.pth
20240913-08:16:15 epoch_duration 2min48s next_finish 08:19:04
20240913-08:16:15 wrote state.pth
20240913-08:16:15 --- epoch 1128 ----------------------------------------
20240913-08:16:15 current_test_accuracies 0.9366 0.9648 0.9596 0.9639 0.9234 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:16:15 time_train=41488 time_c_quizzes=10804
20240913-08:16:15 nb_c_quizzes 3223
20240913-08:16:15 training model 4 (accuracy 0.9233621954917908)
20240913-08:16:15 training model 0 (accuracy 0.9365671873092651)
20240913-08:18:19 train_loss 1128 model 0 0.011102253285684129
20240913-08:18:19 train_loss 1128 model 4 0.010257738202471955
20240913-08:18:20 test_loss 1128 model 0 0.008581619662146522
20240913-08:18:21 test_loss 1128 model 4 0.011856160632748924
20240913-08:18:55 test_accuracy 1128 model 4 nb_correct 729 / 791 (92.16%)
20240913-08:18:56 test_accuracy 1128 model 0 nb_correct 775 / 824 (94.05%)
20240913-08:18:57 wrote ae_000.pth
20240913-08:18:57 wrote ae_001.pth
20240913-08:18:58 wrote ae_002.pth
20240913-08:18:59 wrote ae_003.pth
20240913-08:18:59 wrote ae_004.pth
20240913-08:19:00 wrote ae_005.pth
20240913-08:19:01 wrote ae_006.pth
20240913-08:19:01 wrote ae_007.pth
20240913-08:19:02 wrote ae_008.pth
20240913-08:19:03 wrote ae_009.pth
20240913-08:19:03 epoch_duration 2min47s next_finish 08:21:50
20240913-08:19:03 wrote state.pth
20240913-08:19:03 --- epoch 1129 ----------------------------------------
20240913-08:19:03 current_test_accuracies 0.9405 0.9648 0.9596 0.9639 0.9216 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:19:03 time_train=41648 time_c_quizzes=10804
20240913-08:19:03 nb_c_quizzes 3223
20240913-08:19:03 training model 4 (accuracy 0.9216182231903076)
20240913-08:19:03 training model 0 (accuracy 0.9405339956283569)
20240913-08:21:06 train_loss 1129 model 0 0.0112570096411564
20240913-08:21:06 train_loss 1129 model 4 0.010272368055600964
20240913-08:21:07 test_loss 1129 model 0 0.007710080631392202
20240913-08:21:07 test_loss 1129 model 4 0.0055711396493279604
20240913-08:21:41 test_accuracy 1129 model 4 nb_correct 724 / 788 (91.88%)
20240913-08:21:41 test_accuracy 1129 model 0 nb_correct 765 / 804 (95.15%)
20240913-08:21:42 wrote ae_000.pth
20240913-08:21:42 wrote ae_001.pth
20240913-08:21:43 wrote ae_002.pth
20240913-08:21:44 wrote ae_003.pth
20240913-08:21:44 wrote ae_004.pth
20240913-08:21:45 wrote ae_005.pth
20240913-08:21:46 wrote ae_006.pth
20240913-08:21:46 wrote ae_007.pth
20240913-08:21:47 wrote ae_008.pth
20240913-08:21:48 wrote ae_009.pth
20240913-08:21:48 epoch_duration 2min44s next_finish 08:24:33
20240913-08:21:48 wrote state.pth
20240913-08:21:48 --- epoch 1130 ----------------------------------------
20240913-08:21:48 current_test_accuracies 0.9515 0.9648 0.9596 0.9639 0.9188 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:21:48 time_train=41806 time_c_quizzes=10804
20240913-08:21:48 nb_c_quizzes 3223
20240913-08:21:48 training model 4 (accuracy 0.9187816977500916)
20240913-08:21:48 training model 0 (accuracy 0.9514925479888916)
20240913-08:23:51 train_loss 1130 model 0 0.011053438272898347
20240913-08:23:51 train_loss 1130 model 4 0.010558987174752473
20240913-08:23:52 test_loss 1130 model 0 0.008774802387165437
20240913-08:23:52 test_loss 1130 model 4 0.007368886991076806
20240913-08:24:25 test_accuracy 1130 model 4 nb_correct 767 / 819 (93.65%)
20240913-08:24:28 test_accuracy 1130 model 0 nb_correct 760 / 802 (94.76%)
20240913-08:24:29 wrote ae_000.pth
20240913-08:24:30 wrote ae_001.pth
20240913-08:24:31 wrote ae_002.pth
20240913-08:24:31 wrote ae_003.pth
20240913-08:24:32 wrote ae_004.pth
20240913-08:24:33 wrote ae_005.pth
20240913-08:24:33 wrote ae_006.pth
20240913-08:24:34 wrote ae_007.pth
20240913-08:24:35 wrote ae_008.pth
20240913-08:24:35 wrote ae_009.pth
20240913-08:24:35 epoch_duration 2min47s next_finish 08:27:23
20240913-08:24:35 wrote state.pth
20240913-08:24:35 --- epoch 1131 ----------------------------------------
20240913-08:24:35 current_test_accuracies 0.9476 0.9648 0.9596 0.9639 0.9365 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:24:35 time_train=41966 time_c_quizzes=10804
20240913-08:24:35 nb_c_quizzes 3223
20240913-08:24:35 training model 4 (accuracy 0.9365079402923584)
20240913-08:24:35 training model 0 (accuracy 0.9476309418678284)
20240913-08:26:39 train_loss 1131 model 4 0.010212647940305032
20240913-08:26:39 train_loss 1131 model 0 0.010621159221889684
20240913-08:26:40 test_loss 1131 model 4 0.009628087918520123
20240913-08:26:41 test_loss 1131 model 0 0.008677990361684351
20240913-08:27:14 test_accuracy 1131 model 0 nb_correct 755 / 799 (94.49%)
20240913-08:27:14 test_accuracy 1131 model 4 nb_correct 735 / 778 (94.47%)
20240913-08:27:15 wrote ae_000.pth
20240913-08:27:16 wrote ae_001.pth
20240913-08:27:16 wrote ae_002.pth
20240913-08:27:17 wrote ae_003.pth
20240913-08:27:18 wrote ae_004.pth
20240913-08:27:18 wrote ae_005.pth
20240913-08:27:19 wrote ae_006.pth
20240913-08:27:20 wrote ae_007.pth
20240913-08:27:20 wrote ae_008.pth
20240913-08:27:21 wrote ae_009.pth
20240913-08:27:21 epoch_duration 2min45s next_finish 08:30:07
20240913-08:27:21 wrote state.pth
20240913-08:27:21 --- epoch 1132 ----------------------------------------
20240913-08:27:21 current_test_accuracies 0.9449 0.9648 0.9596 0.9639 0.9447 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:27:21 time_train=42124 time_c_quizzes=10804
20240913-08:27:21 nb_c_quizzes 3223
20240913-08:27:21 training model 4 (accuracy 0.9447301030158997)
20240913-08:27:21 training model 0 (accuracy 0.944931149482727)
20240913-08:29:24 train_loss 1132 model 4 0.010601456825657352
20240913-08:29:24 train_loss 1132 model 0 0.011489176976043382
20240913-08:29:26 test_loss 1132 model 4 0.008444853047165957
20240913-08:29:26 test_loss 1132 model 0 0.007914236094416082
20240913-08:29:59 test_accuracy 1132 model 4 nb_correct 749 / 796 (94.10%)
20240913-08:30:01 test_accuracy 1132 model 0 nb_correct 759 / 822 (92.34%)
20240913-08:30:02 wrote ae_000.pth
20240913-08:30:03 wrote ae_001.pth
20240913-08:30:03 wrote ae_002.pth
20240913-08:30:04 wrote ae_003.pth
20240913-08:30:05 wrote ae_004.pth
20240913-08:30:05 wrote ae_005.pth
20240913-08:30:06 wrote ae_006.pth
20240913-08:30:07 wrote ae_007.pth
20240913-08:30:07 wrote ae_008.pth
20240913-08:30:08 wrote ae_009.pth
20240913-08:30:08 epoch_duration 2min47s next_finish 08:32:55
20240913-08:30:08 wrote state.pth
20240913-08:30:08 --- epoch 1133 ----------------------------------------
20240913-08:30:08 current_test_accuracies 0.9234 0.9648 0.9596 0.9639 0.9410 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:30:08 time_train=42284 time_c_quizzes=10804
20240913-08:30:08 nb_c_quizzes 3223
20240913-08:30:08 training model 0 (accuracy 0.9233576655387878)
20240913-08:30:08 training model 4 (accuracy 0.9409547448158264)
20240913-08:32:12 train_loss 1133 model 0 0.010989089335429527
20240913-08:32:12 train_loss 1133 model 4 0.009881153372029076
20240913-08:32:13 test_loss 1133 model 0 0.007022169884203322
20240913-08:32:13 test_loss 1133 model 4 0.006310256800827574
20240913-08:32:48 test_accuracy 1133 model 4 nb_correct 763 / 806 (94.67%)
20240913-08:32:51 test_accuracy 1133 model 0 nb_correct 775 / 821 (94.40%)
20240913-08:32:52 wrote ae_000.pth
20240913-08:32:52 wrote ae_001.pth
20240913-08:32:53 wrote ae_002.pth
20240913-08:32:54 wrote ae_003.pth
20240913-08:32:54 wrote ae_004.pth
20240913-08:32:55 wrote ae_005.pth
20240913-08:32:56 wrote ae_006.pth
20240913-08:32:56 wrote ae_007.pth
20240913-08:32:57 wrote ae_008.pth
20240913-08:32:58 wrote ae_009.pth
20240913-08:32:58 epoch_duration 2min49s next_finish 08:35:47
20240913-08:32:58 wrote state.pth
20240913-08:32:58 --- epoch 1134 ----------------------------------------
20240913-08:32:58 current_test_accuracies 0.9440 0.9648 0.9596 0.9639 0.9467 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:32:58 time_train=42446 time_c_quizzes=10804
20240913-08:32:58 nb_c_quizzes 3223
20240913-08:32:58 training model 0 (accuracy 0.9439707398414612)
20240913-08:32:58 training model 4 (accuracy 0.9466501474380493)
20240913-08:35:01 train_loss 1134 model 4 0.010403192191683728
20240913-08:35:01 train_loss 1134 model 0 0.010611692525342732
20240913-08:35:03 test_loss 1134 model 4 0.010141537500751951
20240913-08:35:03 test_loss 1134 model 0 0.006058788101290702
20240913-08:35:36 test_accuracy 1134 model 0 nb_correct 756 / 806 (93.80%)
20240913-08:35:39 test_accuracy 1134 model 4 nb_correct 735 / 791 (92.92%)
20240913-08:35:39 wrote ae_000.pth
20240913-08:35:40 wrote ae_001.pth
20240913-08:35:41 wrote ae_002.pth
20240913-08:35:41 wrote ae_003.pth
20240913-08:35:42 wrote ae_004.pth
20240913-08:35:43 wrote ae_005.pth
20240913-08:35:43 wrote ae_006.pth
20240913-08:35:44 wrote ae_007.pth
20240913-08:35:45 wrote ae_008.pth
20240913-08:35:45 wrote ae_009.pth
20240913-08:35:45 epoch_duration 2min47s next_finish 08:38:33
20240913-08:35:45 wrote state.pth
20240913-08:35:45 --- epoch 1135 ----------------------------------------
20240913-08:35:45 current_test_accuracies 0.9380 0.9648 0.9596 0.9639 0.9292 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:35:45 time_train=42606 time_c_quizzes=10804
20240913-08:35:45 nb_c_quizzes 3223
20240913-08:35:45 training model 4 (accuracy 0.9292035102844238)
20240913-08:35:45 training model 0 (accuracy 0.9379652738571167)
20240913-08:37:49 train_loss 1135 model 4 0.010477757070359075
20240913-08:37:50 train_loss 1135 model 0 0.010296257520863947
20240913-08:37:51 test_loss 1135 model 4 0.006706918781725335
20240913-08:37:51 test_loss 1135 model 0 0.008012836260400035
20240913-08:38:23 test_accuracy 1135 model 4 nb_correct 769 / 816 (94.24%)
20240913-08:38:25 test_accuracy 1135 model 0 nb_correct 728 / 786 (92.62%)
20240913-08:38:26 wrote ae_000.pth
20240913-08:38:26 wrote ae_001.pth
20240913-08:38:27 wrote ae_002.pth
20240913-08:38:28 wrote ae_003.pth
20240913-08:38:28 wrote ae_004.pth
20240913-08:38:29 wrote ae_005.pth
20240913-08:38:30 wrote ae_006.pth
20240913-08:38:31 wrote ae_007.pth
20240913-08:38:31 wrote ae_008.pth
20240913-08:38:32 wrote ae_009.pth
20240913-08:38:32 epoch_duration 2min46s next_finish 08:41:18
20240913-08:38:32 wrote state.pth
20240913-08:38:32 --- epoch 1136 ----------------------------------------
20240913-08:38:32 current_test_accuracies 0.9262 0.9648 0.9596 0.9639 0.9424 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:38:32 time_train=42765 time_c_quizzes=10804
20240913-08:38:32 nb_c_quizzes 3223
20240913-08:38:32 training model 0 (accuracy 0.9262086749076843)
20240913-08:38:32 training model 4 (accuracy 0.9424019455909729)
20240913-08:40:35 train_loss 1136 model 4 0.009897860998212764
20240913-08:40:35 train_loss 1136 model 0 0.01086794789121268
20240913-08:40:37 test_loss 1136 model 4 0.010569644894565045
20240913-08:40:37 test_loss 1136 model 0 0.011543241312375585
20240913-08:41:10 test_accuracy 1136 model 0 nb_correct 772 / 813 (94.96%)
20240913-08:41:14 test_accuracy 1136 model 4 nb_correct 729 / 784 (92.98%)
20240913-08:41:15 wrote ae_000.pth
20240913-08:41:15 wrote ae_001.pth
20240913-08:41:16 wrote ae_002.pth
20240913-08:41:17 wrote ae_003.pth
20240913-08:41:17 wrote ae_004.pth
20240913-08:41:18 wrote ae_005.pth
20240913-08:41:19 wrote ae_006.pth
20240913-08:41:20 wrote ae_007.pth
20240913-08:41:20 wrote ae_008.pth
20240913-08:41:21 wrote ae_009.pth
20240913-08:41:21 epoch_duration 2min48s next_finish 08:44:10
20240913-08:41:21 wrote state.pth
20240913-08:41:21 --- epoch 1137 ----------------------------------------
20240913-08:41:21 current_test_accuracies 0.9496 0.9648 0.9596 0.9639 0.9298 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:41:21 time_train=42927 time_c_quizzes=10804
20240913-08:41:21 nb_c_quizzes 3223
20240913-08:41:21 training model 4 (accuracy 0.9298469424247742)
20240913-08:41:21 training model 0 (accuracy 0.9495695233345032)
20240913-08:43:24 train_loss 1137 model 0 0.010698994740207126
20240913-08:43:24 train_loss 1137 model 4 0.009935077428261139
20240913-08:43:26 test_loss 1137 model 0 0.008936745840026105
20240913-08:43:26 test_loss 1137 model 4 0.006699839877137492
20240913-08:43:58 test_accuracy 1137 model 4 nb_correct 736 / 786 (93.64%)
20240913-08:44:03 test_accuracy 1137 model 0 nb_correct 780 / 825 (94.55%)
20240913-08:44:04 wrote ae_000.pth
20240913-08:44:05 wrote ae_001.pth
20240913-08:44:05 wrote ae_002.pth
20240913-08:44:06 wrote ae_003.pth
20240913-08:44:07 wrote ae_004.pth
20240913-08:44:08 wrote ae_005.pth
20240913-08:44:08 wrote ae_006.pth
20240913-08:44:09 wrote ae_007.pth
20240913-08:44:10 wrote ae_008.pth
20240913-08:44:10 wrote ae_009.pth
20240913-08:44:10 epoch_duration 2min49s next_finish 08:47:00
20240913-08:44:10 wrote state.pth
20240913-08:44:10 --- epoch 1138 ----------------------------------------
20240913-08:44:10 current_test_accuracies 0.9455 0.9648 0.9596 0.9639 0.9364 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:44:10 time_train=43089 time_c_quizzes=10804
20240913-08:44:10 nb_c_quizzes 3223
20240913-08:44:10 training model 4 (accuracy 0.93638676404953)
20240913-08:44:10 training model 0 (accuracy 0.9454545378684998)
20240913-08:46:14 train_loss 1138 model 4 0.010839404118923994
20240913-08:46:14 train_loss 1138 model 0 0.010725024777071667
20240913-08:46:15 test_loss 1138 model 4 0.006043577082328966
20240913-08:46:15 test_loss 1138 model 0 0.009411179994890518
20240913-08:46:49 test_accuracy 1138 model 0 nb_correct 742 / 796 (93.22%)
20240913-08:46:50 test_accuracy 1138 model 4 nb_correct 740 / 813 (91.02%)
20240913-08:46:51 wrote ae_000.pth
20240913-08:46:52 wrote ae_001.pth
20240913-08:46:52 wrote ae_002.pth
20240913-08:46:53 wrote ae_003.pth
20240913-08:46:54 wrote ae_004.pth
20240913-08:46:54 wrote ae_005.pth
20240913-08:46:55 wrote ae_006.pth
20240913-08:46:56 wrote ae_007.pth
20240913-08:46:56 wrote ae_008.pth
20240913-08:46:57 wrote ae_009.pth
20240913-08:46:57 epoch_duration 2min46s next_finish 08:49:44
20240913-08:46:57 wrote state.pth
20240913-08:46:57 --- epoch 1139 ----------------------------------------
20240913-08:46:57 current_test_accuracies 0.9322 0.9648 0.9596 0.9639 0.9102 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:46:57 time_train=43248 time_c_quizzes=10804
20240913-08:46:57 nb_c_quizzes 3223
20240913-08:46:57 training model 4 (accuracy 0.9102091193199158)
20240913-08:46:57 training model 0 (accuracy 0.9321607947349548)
20240913-08:49:01 train_loss 1139 model 4 0.010042483769769206
20240913-08:49:01 train_loss 1139 model 0 0.010731496100475852
20240913-08:49:02 test_loss 1139 model 4 0.008265727617735053
20240913-08:49:02 test_loss 1139 model 0 0.006537315285535783
20240913-08:49:36 test_accuracy 1139 model 0 nb_correct 764 / 799 (95.62%)
20240913-08:49:38 test_accuracy 1139 model 4 nb_correct 717 / 782 (91.69%)
20240913-08:49:39 wrote ae_000.pth
20240913-08:49:39 wrote ae_001.pth
20240913-08:49:40 wrote ae_002.pth
20240913-08:49:41 wrote ae_003.pth
20240913-08:49:41 wrote ae_004.pth
20240913-08:49:42 wrote ae_005.pth
20240913-08:49:43 wrote ae_006.pth
20240913-08:49:44 wrote ae_007.pth
20240913-08:49:44 wrote ae_008.pth
20240913-08:49:45 wrote ae_009.pth
20240913-08:49:45 epoch_duration 2min47s next_finish 08:52:33
20240913-08:49:45 wrote state.pth
20240913-08:49:45 --- epoch 1140 ----------------------------------------
20240913-08:49:45 current_test_accuracies 0.9562 0.9648 0.9596 0.9639 0.9169 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:49:45 time_train=43408 time_c_quizzes=10804
20240913-08:49:45 nb_c_quizzes 3223
20240913-08:49:45 training model 4 (accuracy 0.9168797731399536)
20240913-08:49:45 training model 0 (accuracy 0.9561952352523804)
20240913-08:51:48 train_loss 1140 model 0 0.010863788271605699
20240913-08:51:48 train_loss 1140 model 4 0.010299409709276916
20240913-08:51:50 test_loss 1140 model 0 0.006571908872001586
20240913-08:51:50 test_loss 1140 model 4 0.008040415837194814
20240913-08:52:27 test_accuracy 1140 model 4 nb_correct 741 / 796 (93.09%)
20240913-08:52:29 test_accuracy 1140 model 0 nb_correct 762 / 798 (95.49%)
20240913-08:52:29 wrote ae_000.pth
20240913-08:52:30 wrote ae_001.pth
20240913-08:52:31 wrote ae_002.pth
20240913-08:52:31 wrote ae_003.pth
20240913-08:52:32 wrote ae_004.pth
20240913-08:52:33 wrote ae_005.pth
20240913-08:52:33 wrote ae_006.pth
20240913-08:52:34 wrote ae_007.pth
20240913-08:52:35 wrote ae_008.pth
20240913-08:52:35 wrote ae_009.pth
20240913-08:52:35 epoch_duration 2min50s next_finish 08:55:26
20240913-08:52:36 wrote state.pth
20240913-08:52:36 --- epoch 1141 ----------------------------------------
20240913-08:52:36 current_test_accuracies 0.9549 0.9648 0.9596 0.9639 0.9309 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:52:36 time_train=43571 time_c_quizzes=10804
20240913-08:52:36 nb_c_quizzes 3223
20240913-08:52:36 training model 4 (accuracy 0.9309045076370239)
20240913-08:52:36 training model 0 (accuracy 0.9548872113227844)
20240913-08:54:39 train_loss 1141 model 0 0.011372843800152624
20240913-08:54:39 train_loss 1141 model 4 0.010707314879030037
20240913-08:54:41 test_loss 1141 model 0 0.006793549154875222
20240913-08:54:41 test_loss 1141 model 4 0.007944073857299828
20240913-08:55:16 test_accuracy 1141 model 0 nb_correct 765 / 815 (93.87%)
20240913-08:55:17 test_accuracy 1141 model 4 nb_correct 761 / 805 (94.53%)
20240913-08:55:18 wrote ae_000.pth
20240913-08:55:19 wrote ae_001.pth
20240913-08:55:19 wrote ae_002.pth
20240913-08:55:20 wrote ae_003.pth
20240913-08:55:21 wrote ae_004.pth
20240913-08:55:21 wrote ae_005.pth
20240913-08:55:22 wrote ae_006.pth
20240913-08:55:23 wrote ae_007.pth
20240913-08:55:24 wrote ae_008.pth
20240913-08:55:24 wrote ae_009.pth
20240913-08:55:24 epoch_duration 2min48s next_finish 08:58:13
20240913-08:55:24 wrote state.pth
20240913-08:55:24 --- epoch 1142 ----------------------------------------
20240913-08:55:24 current_test_accuracies 0.9387 0.9648 0.9596 0.9639 0.9453 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:55:24 time_train=43732 time_c_quizzes=10804
20240913-08:55:24 nb_c_quizzes 3223
20240913-08:55:24 training model 0 (accuracy 0.9386503100395203)
20240913-08:55:24 training model 4 (accuracy 0.9453415870666504)
20240913-08:57:27 train_loss 1142 model 0 0.011332091562941968
20240913-08:57:28 train_loss 1142 model 4 0.0101849126641182
20240913-08:57:29 test_loss 1142 model 0 0.008999536565397648
20240913-08:57:29 test_loss 1142 model 4 0.00716344637939983
20240913-08:58:01 test_accuracy 1142 model 4 nb_correct 743 / 812 (91.50%)
20240913-08:58:05 test_accuracy 1142 model 0 nb_correct 768 / 811 (94.70%)
20240913-08:58:06 wrote ae_000.pth
20240913-08:58:07 wrote ae_001.pth
20240913-08:58:07 wrote ae_002.pth
20240913-08:58:08 wrote ae_003.pth
20240913-08:58:09 wrote ae_004.pth
20240913-08:58:10 wrote ae_005.pth
20240913-08:58:10 wrote ae_006.pth
20240913-08:58:11 wrote ae_007.pth
20240913-08:58:12 wrote ae_008.pth
20240913-08:58:12 wrote ae_009.pth
20240913-08:58:12 epoch_duration 2min48s next_finish 09:01:00
20240913-08:58:12 wrote state.pth
20240913-08:58:12 --- epoch 1143 ----------------------------------------
20240913-08:58:12 current_test_accuracies 0.9470 0.9648 0.9596 0.9639 0.9150 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-08:58:12 time_train=43893 time_c_quizzes=10804
20240913-08:58:12 nb_c_quizzes 3223
20240913-08:58:12 training model 4 (accuracy 0.9150246381759644)
20240913-08:58:12 training model 0 (accuracy 0.9469790458679199)
20240913-09:00:16 train_loss 1143 model 0 0.010268842014391339
20240913-09:00:16 train_loss 1143 model 4 0.010874547543413427
20240913-09:00:17 test_loss 1143 model 0 0.006899764269167008
20240913-09:00:17 test_loss 1143 model 4 0.00950487440873502
20240913-09:00:52 test_accuracy 1143 model 4 nb_correct 733 / 790 (92.78%)
20240913-09:00:56 test_accuracy 1143 model 0 nb_correct 737 / 793 (92.94%)
20240913-09:00:57 wrote ae_000.pth
20240913-09:00:58 wrote ae_001.pth
20240913-09:00:58 wrote ae_002.pth
20240913-09:00:59 wrote ae_003.pth
20240913-09:01:00 wrote ae_004.pth
20240913-09:01:00 wrote ae_005.pth
20240913-09:01:01 wrote ae_006.pth
20240913-09:01:02 wrote ae_007.pth
20240913-09:01:02 wrote ae_008.pth
20240913-09:01:03 wrote ae_009.pth
20240913-09:01:03 epoch_duration 2min50s next_finish 09:03:54
20240913-09:01:03 wrote state.pth
20240913-09:01:03 --- epoch 1144 ----------------------------------------
20240913-09:01:03 current_test_accuracies 0.9294 0.9648 0.9596 0.9639 0.9278 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:01:03 time_train=44056 time_c_quizzes=10804
20240913-09:01:03 nb_c_quizzes 3223
20240913-09:01:03 training model 4 (accuracy 0.9278481006622314)
20240913-09:01:03 training model 0 (accuracy 0.9293820858001709)
20240913-09:03:07 train_loss 1144 model 4 0.010372543296560252
20240913-09:03:07 train_loss 1144 model 0 0.01078706520414653
20240913-09:03:08 test_loss 1144 model 4 0.008332708560362789
20240913-09:03:08 test_loss 1144 model 0 0.005975475787815298
20240913-09:03:43 test_accuracy 1144 model 0 nb_correct 738 / 784 (94.13%)
20240913-09:03:46 test_accuracy 1144 model 4 nb_correct 752 / 799 (94.12%)
20240913-09:03:47 wrote ae_000.pth
20240913-09:03:48 wrote ae_001.pth
20240913-09:03:48 wrote ae_002.pth
20240913-09:03:49 wrote ae_003.pth
20240913-09:03:50 wrote ae_004.pth
20240913-09:03:50 wrote ae_005.pth
20240913-09:03:51 wrote ae_006.pth
20240913-09:03:52 wrote ae_007.pth
20240913-09:03:52 wrote ae_008.pth
20240913-09:03:53 wrote ae_009.pth
20240913-09:03:53 epoch_duration 2min49s next_finish 09:06:43
20240913-09:03:53 wrote state.pth
20240913-09:03:53 --- epoch 1145 ----------------------------------------
20240913-09:03:53 current_test_accuracies 0.9413 0.9648 0.9596 0.9639 0.9412 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:03:53 time_train=44218 time_c_quizzes=10804
20240913-09:03:53 nb_c_quizzes 3223
20240913-09:03:53 training model 4 (accuracy 0.9411764740943909)
20240913-09:03:53 training model 0 (accuracy 0.9413265585899353)
20240913-09:05:57 train_loss 1145 model 4 0.010576157934684489
20240913-09:05:57 train_loss 1145 model 0 0.011283504599276057
20240913-09:05:58 test_loss 1145 model 4 0.012449139974481226
20240913-09:05:58 test_loss 1145 model 0 0.006016744642112925
20240913-09:06:33 test_accuracy 1145 model 0 nb_correct 726 / 784 (92.60%)
20240913-09:06:37 test_accuracy 1145 model 4 nb_correct 768 / 810 (94.81%)
20240913-09:06:38 wrote ae_000.pth
20240913-09:06:38 wrote ae_001.pth
20240913-09:06:39 wrote ae_002.pth
20240913-09:06:40 wrote ae_003.pth
20240913-09:06:40 wrote ae_004.pth
20240913-09:06:41 wrote ae_005.pth
20240913-09:06:42 wrote ae_006.pth
20240913-09:06:42 wrote ae_007.pth
20240913-09:06:43 wrote ae_008.pth
20240913-09:06:44 wrote ae_009.pth
20240913-09:06:44 epoch_duration 2min50s next_finish 09:09:34
20240913-09:06:44 wrote state.pth
20240913-09:06:44 --- epoch 1146 ----------------------------------------
20240913-09:06:44 current_test_accuracies 0.9260 0.9648 0.9596 0.9639 0.9481 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:06:44 time_train=44381 time_c_quizzes=10804
20240913-09:06:44 nb_c_quizzes 3223
20240913-09:06:44 training model 0 (accuracy 0.9260203838348389)
20240913-09:06:44 training model 4 (accuracy 0.9481481313705444)
20240913-09:08:47 train_loss 1146 model 4 0.010213808114296626
20240913-09:08:47 train_loss 1146 model 0 0.011352446176750164
20240913-09:08:49 test_loss 1146 model 4 0.008030947906063091
20240913-09:08:49 test_loss 1146 model 0 0.0075747350766846465
20240913-09:09:25 test_accuracy 1146 model 4 nb_correct 734 / 780 (94.10%)
20240913-09:09:25 test_accuracy 1146 model 0 nb_correct 763 / 803 (95.02%)
20240913-09:09:26 wrote ae_000.pth
20240913-09:09:27 wrote ae_001.pth
20240913-09:09:27 wrote ae_002.pth
20240913-09:09:28 wrote ae_003.pth
20240913-09:09:29 wrote ae_004.pth
20240913-09:09:29 wrote ae_005.pth
20240913-09:09:30 wrote ae_006.pth
20240913-09:09:31 wrote ae_007.pth
20240913-09:09:32 wrote ae_008.pth
20240913-09:09:32 wrote ae_009.pth
20240913-09:09:32 epoch_duration 2min48s next_finish 09:12:21
20240913-09:09:32 wrote state.pth
20240913-09:09:32 --- epoch 1147 ----------------------------------------
20240913-09:09:32 current_test_accuracies 0.9502 0.9648 0.9596 0.9639 0.9410 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:09:32 time_train=44542 time_c_quizzes=10804
20240913-09:09:32 nb_c_quizzes 3223
20240913-09:09:32 training model 4 (accuracy 0.9410256147384644)
20240913-09:09:32 training model 0 (accuracy 0.9501867890357971)
20240913-09:11:36 train_loss 1147 model 0 0.01040638457746718
20240913-09:11:36 train_loss 1147 model 4 0.010334745942326662
20240913-09:11:37 test_loss 1147 model 4 0.008149485631292919
20240913-09:11:37 test_loss 1147 model 0 0.007407755573378694
20240913-09:12:09 test_accuracy 1147 model 4 nb_correct 746 / 808 (92.33%)
20240913-09:12:12 test_accuracy 1147 model 0 nb_correct 749 / 795 (94.21%)
20240913-09:12:13 wrote ae_000.pth
20240913-09:12:14 wrote ae_001.pth
20240913-09:12:14 wrote ae_002.pth
20240913-09:12:15 wrote ae_003.pth
20240913-09:12:16 wrote ae_004.pth
20240913-09:12:16 wrote ae_005.pth
20240913-09:12:17 wrote ae_006.pth
20240913-09:12:18 wrote ae_007.pth
20240913-09:12:19 wrote ae_008.pth
20240913-09:12:19 wrote ae_009.pth
20240913-09:12:19 epoch_duration 2min46s next_finish 09:15:06
20240913-09:12:19 wrote state.pth
20240913-09:12:19 --- epoch 1148 ----------------------------------------
20240913-09:12:19 current_test_accuracies 0.9421 0.9648 0.9596 0.9639 0.9233 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:12:19 time_train=44701 time_c_quizzes=10804
20240913-09:12:19 nb_c_quizzes 3223
20240913-09:12:19 training model 4 (accuracy 0.9232673048973083)
20240913-09:12:19 training model 0 (accuracy 0.9421383738517761)
20240913-09:14:23 train_loss 1148 model 4 0.0097854437825481
20240913-09:14:23 train_loss 1148 model 0 0.0101851372957899
20240913-09:14:24 test_loss 1148 model 4 0.007140906814451143
20240913-09:14:24 test_loss 1148 model 0 0.009775608805682623
20240913-09:14:55 test_accuracy 1148 model 4 nb_correct 771 / 822 (93.80%)
20240913-09:14:59 test_accuracy 1148 model 0 nb_correct 757 / 805 (94.04%)
20240913-09:14:59 wrote ae_000.pth
20240913-09:15:00 wrote ae_001.pth
20240913-09:15:01 wrote ae_002.pth
20240913-09:15:01 wrote ae_003.pth
20240913-09:15:02 wrote ae_004.pth
20240913-09:15:03 wrote ae_005.pth
20240913-09:15:03 wrote ae_006.pth
20240913-09:15:04 wrote ae_007.pth
20240913-09:15:05 wrote ae_008.pth
20240913-09:15:05 wrote ae_009.pth
20240913-09:15:05 epoch_duration 2min46s next_finish 09:17:51
20240913-09:15:05 wrote state.pth
20240913-09:15:05 --- epoch 1149 ----------------------------------------
20240913-09:15:05 current_test_accuracies 0.9404 0.9648 0.9596 0.9639 0.9380 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:15:05 time_train=44860 time_c_quizzes=10804
20240913-09:15:05 nb_c_quizzes 3223
20240913-09:15:05 training model 4 (accuracy 0.9379562139511108)
20240913-09:15:05 training model 0 (accuracy 0.94037264585495)
20240913-09:17:09 train_loss 1149 model 4 0.010221369385244544
20240913-09:17:09 train_loss 1149 model 0 0.01159028085816226
20240913-09:17:10 test_loss 1149 model 4 0.010499018249030812
20240913-09:17:10 test_loss 1149 model 0 0.005592444141250041
20240913-09:17:43 test_accuracy 1149 model 0 nb_correct 772 / 814 (94.84%)
20240913-09:17:44 test_accuracy 1149 model 4 nb_correct 746 / 784 (95.15%)
20240913-09:17:44 wrote ae_000.pth
20240913-09:17:45 wrote ae_001.pth
20240913-09:17:46 wrote ae_002.pth
20240913-09:17:46 wrote ae_003.pth
20240913-09:17:47 wrote ae_004.pth
20240913-09:17:48 wrote ae_005.pth
20240913-09:17:48 wrote ae_006.pth
20240913-09:17:49 wrote ae_007.pth
20240913-09:17:50 wrote ae_008.pth
20240913-09:17:50 wrote ae_009.pth
20240913-09:17:50 epoch_duration 2min45s next_finish 09:20:36
20240913-09:17:50 wrote state.pth
20240913-09:17:50 --- epoch 1150 ----------------------------------------
20240913-09:17:50 current_test_accuracies 0.9484 0.9648 0.9596 0.9639 0.9515 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:17:50 time_train=45018 time_c_quizzes=10804
20240913-09:17:50 nb_c_quizzes 3223
20240913-09:17:50 training model 0 (accuracy 0.9484029412269592)
20240913-09:17:50 training model 4 (accuracy 0.9515306353569031)
20240913-09:19:54 train_loss 1150 model 4 0.010422686399348095
20240913-09:19:54 train_loss 1150 model 0 0.011250465040774543
20240913-09:19:55 test_loss 1150 model 4 0.006323457956582956
20240913-09:19:55 test_loss 1150 model 0 0.010753590157219151
20240913-09:20:28 test_accuracy 1150 model 4 nb_correct 748 / 792 (94.44%)
20240913-09:20:31 test_accuracy 1150 model 0 nb_correct 759 / 825 (92.00%)
20240913-09:20:31 wrote ae_000.pth
20240913-09:20:32 wrote ae_001.pth
20240913-09:20:33 wrote ae_002.pth
20240913-09:20:34 wrote ae_003.pth
20240913-09:20:34 wrote ae_004.pth
20240913-09:20:35 wrote ae_005.pth
20240913-09:20:36 wrote ae_006.pth
20240913-09:20:36 wrote ae_007.pth
20240913-09:20:37 wrote ae_008.pth
20240913-09:20:38 wrote ae_009.pth
20240913-09:20:38 epoch_duration 2min47s next_finish 09:23:25
20240913-09:20:38 wrote state.pth
20240913-09:20:38 --- epoch 1151 ----------------------------------------
20240913-09:20:38 current_test_accuracies 0.9200 0.9648 0.9596 0.9639 0.9444 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:20:38 time_train=45178 time_c_quizzes=10804
20240913-09:20:38 nb_c_quizzes 3223
20240913-09:20:38 training model 0 (accuracy 0.9200000166893005)
20240913-09:20:38 training model 4 (accuracy 0.9444444179534912)
20240913-09:22:41 train_loss 1151 model 4 0.010381526670549647
20240913-09:22:41 train_loss 1151 model 0 0.010468554760875121
20240913-09:22:42 test_loss 1151 model 4 0.008456190527804709
20240913-09:22:42 test_loss 1151 model 0 0.006611612458522131
20240913-09:23:15 test_accuracy 1151 model 0 nb_correct 747 / 809 (92.34%)
20240913-09:23:16 test_accuracy 1151 model 4 nb_correct 761 / 797 (95.48%)
20240913-09:23:17 wrote ae_000.pth
20240913-09:23:18 wrote ae_001.pth
20240913-09:23:19 wrote ae_002.pth
20240913-09:23:19 wrote ae_003.pth
20240913-09:23:20 wrote ae_004.pth
20240913-09:23:21 wrote ae_005.pth
20240913-09:23:21 wrote ae_006.pth
20240913-09:23:22 wrote ae_007.pth
20240913-09:23:23 wrote ae_008.pth
20240913-09:23:23 wrote ae_009.pth
20240913-09:23:23 epoch_duration 2min45s next_finish 09:26:09
20240913-09:23:23 wrote state.pth
20240913-09:23:23 --- epoch 1152 ----------------------------------------
20240913-09:23:23 current_test_accuracies 0.9234 0.9648 0.9596 0.9639 0.9548 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:23:23 time_train=45336 time_c_quizzes=10804
20240913-09:23:23 nb_c_quizzes 3223
20240913-09:23:23 training model 0 (accuracy 0.9233621954917908)
20240913-09:23:23 training model 4 (accuracy 0.9548305869102478)
20240913-09:25:27 train_loss 1152 model 4 0.009999726687284237
20240913-09:25:27 train_loss 1152 model 0 0.01091415231078281
20240913-09:25:28 test_loss 1152 model 4 0.006197130655654704
20240913-09:25:29 test_loss 1152 model 0 0.006320539629132327
20240913-09:26:00 test_accuracy 1152 model 4 nb_correct 757 / 804 (94.15%)
20240913-09:26:02 test_accuracy 1152 model 0 nb_correct 730 / 780 (93.59%)
20240913-09:26:03 wrote ae_000.pth
20240913-09:26:04 wrote ae_001.pth
20240913-09:26:04 wrote ae_002.pth
20240913-09:26:05 wrote ae_003.pth
20240913-09:26:06 wrote ae_004.pth
20240913-09:26:06 wrote ae_005.pth
20240913-09:26:07 wrote ae_006.pth
20240913-09:26:08 wrote ae_007.pth
20240913-09:26:08 wrote ae_008.pth
20240913-09:26:09 wrote ae_009.pth
20240913-09:26:09 epoch_duration 2min45s next_finish 09:28:55
20240913-09:26:09 wrote state.pth
20240913-09:26:09 --- epoch 1153 ----------------------------------------
20240913-09:26:09 current_test_accuracies 0.9359 0.9648 0.9596 0.9639 0.9415 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:26:09 time_train=45494 time_c_quizzes=10804
20240913-09:26:09 nb_c_quizzes 3223
20240913-09:26:09 training model 0 (accuracy 0.9358974099159241)
20240913-09:26:09 training model 4 (accuracy 0.9415422677993774)
20240913-09:28:13 train_loss 1153 model 0 0.01129143903033264
20240913-09:28:13 train_loss 1153 model 4 0.009999356773791988
20240913-09:28:14 test_loss 1153 model 0 0.008825882392909535
20240913-09:28:15 test_loss 1153 model 4 0.011733610115982174
20240913-09:28:52 test_accuracy 1153 model 4 nb_correct 741 / 804 (92.16%)
20240913-09:28:52 test_accuracy 1153 model 0 nb_correct 721 / 774 (93.15%)
20240913-09:28:52 wrote ae_000.pth
20240913-09:28:53 wrote ae_001.pth
20240913-09:28:54 wrote ae_002.pth
20240913-09:28:55 wrote ae_003.pth
20240913-09:28:55 wrote ae_004.pth
20240913-09:28:56 wrote ae_005.pth
20240913-09:28:57 wrote ae_006.pth
20240913-09:28:57 wrote ae_007.pth
20240913-09:28:58 wrote ae_008.pth
20240913-09:28:59 wrote ae_009.pth
20240913-09:28:59 epoch_duration 2min49s next_finish 09:31:48
20240913-09:28:59 wrote state.pth
20240913-09:28:59 --- epoch 1154 ----------------------------------------
20240913-09:28:59 current_test_accuracies 0.9315 0.9648 0.9596 0.9639 0.9216 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:28:59 time_train=45656 time_c_quizzes=10804
20240913-09:28:59 nb_c_quizzes 3223
20240913-09:28:59 training model 4 (accuracy 0.9216417670249939)
20240913-09:28:59 training model 0 (accuracy 0.9315245747566223)
20240913-09:31:02 train_loss 1154 model 4 0.010180107111087182
20240913-09:31:02 train_loss 1154 model 0 0.010724574880062392
20240913-09:31:04 test_loss 1154 model 4 0.005120674963812988
20240913-09:31:04 test_loss 1154 model 0 0.007312875925072149
20240913-09:31:35 test_accuracy 1154 model 4 nb_correct 789 / 838 (94.15%)
20240913-09:31:42 test_accuracy 1154 model 0 nb_correct 749 / 787 (95.17%)
20240913-09:31:42 wrote ae_000.pth
20240913-09:31:43 wrote ae_001.pth
20240913-09:31:44 wrote ae_002.pth
20240913-09:31:44 wrote ae_003.pth
20240913-09:31:45 wrote ae_004.pth
20240913-09:31:46 wrote ae_005.pth
20240913-09:31:47 wrote ae_006.pth
20240913-09:31:47 wrote ae_007.pth
20240913-09:31:48 wrote ae_008.pth
20240913-09:31:49 wrote ae_009.pth
20240913-09:31:49 epoch_duration 2min49s next_finish 09:34:39
20240913-09:31:49 wrote state.pth
20240913-09:31:49 --- epoch 1155 ----------------------------------------
20240913-09:31:49 current_test_accuracies 0.9517 0.9648 0.9596 0.9639 0.9415 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:31:49 time_train=45818 time_c_quizzes=10804
20240913-09:31:49 nb_c_quizzes 3223
20240913-09:31:49 training model 4 (accuracy 0.9415274262428284)
20240913-09:31:49 training model 0 (accuracy 0.951715350151062)
20240913-09:33:52 train_loss 1155 model 0 0.011398339906710134
20240913-09:33:52 train_loss 1155 model 4 0.010573234653644249
20240913-09:33:54 test_loss 1155 model 0 0.004882349862842616
20240913-09:33:54 test_loss 1155 model 4 0.011515872627353475
20240913-09:34:28 test_accuracy 1155 model 0 nb_correct 748 / 797 (93.85%)
20240913-09:34:33 test_accuracy 1155 model 4 nb_correct 763 / 814 (93.73%)
20240913-09:34:34 wrote ae_000.pth
20240913-09:34:35 wrote ae_001.pth
20240913-09:34:35 wrote ae_002.pth
20240913-09:34:36 wrote ae_003.pth
20240913-09:34:37 wrote ae_004.pth
20240913-09:34:37 wrote ae_005.pth
20240913-09:34:38 wrote ae_006.pth
20240913-09:34:39 wrote ae_007.pth
20240913-09:34:40 wrote ae_008.pth
20240913-09:34:40 wrote ae_009.pth
20240913-09:34:40 epoch_duration 2min51s next_finish 09:37:32
20240913-09:34:40 wrote state.pth
20240913-09:34:40 --- epoch 1156 ----------------------------------------
20240913-09:34:40 current_test_accuracies 0.9385 0.9648 0.9596 0.9639 0.9373 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:34:40 time_train=45982 time_c_quizzes=10804
20240913-09:34:40 nb_c_quizzes 3223
20240913-09:34:40 training model 4 (accuracy 0.9373464584350586)
20240913-09:34:40 training model 0 (accuracy 0.9385194182395935)
20240913-09:36:44 train_loss 1156 model 4 0.010322161359345045
20240913-09:36:44 train_loss 1156 model 0 0.010770715548238514
20240913-09:36:45 test_loss 1156 model 4 0.005649308743704751
20240913-09:36:45 test_loss 1156 model 0 0.008809298875246441
20240913-09:37:21 test_accuracy 1156 model 4 nb_correct 768 / 824 (93.20%)
20240913-09:37:22 test_accuracy 1156 model 0 nb_correct 759 / 813 (93.36%)
20240913-09:37:22 wrote ae_000.pth
20240913-09:37:23 wrote ae_001.pth
20240913-09:37:24 wrote ae_002.pth
20240913-09:37:25 wrote ae_003.pth
20240913-09:37:25 wrote ae_004.pth
20240913-09:37:26 wrote ae_005.pth
20240913-09:37:27 wrote ae_006.pth
20240913-09:37:27 wrote ae_007.pth
20240913-09:37:28 wrote ae_008.pth
20240913-09:37:29 wrote ae_009.pth
20240913-09:37:29 epoch_duration 2min48s next_finish 09:40:17
20240913-09:37:29 wrote state.pth
20240913-09:37:29 --- epoch 1157 ----------------------------------------
20240913-09:37:29 current_test_accuracies 0.9336 0.9648 0.9596 0.9639 0.9320 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:37:29 time_train=46143 time_c_quizzes=10804
20240913-09:37:29 nb_c_quizzes 3223
20240913-09:37:29 training model 4 (accuracy 0.9320388436317444)
20240913-09:37:29 training model 0 (accuracy 0.9335793256759644)
20240913-09:39:32 train_loss 1157 model 0 0.010841704790927907
20240913-09:39:32 train_loss 1157 model 4 0.010139948366260797
20240913-09:39:33 test_loss 1157 model 0 0.007051853078878878
20240913-09:39:33 test_loss 1157 model 4 0.006196411032341231
20240913-09:40:06 test_accuracy 1157 model 4 nb_correct 742 / 795 (93.33%)
20240913-09:40:07 test_accuracy 1157 model 0 nb_correct 737 / 789 (93.41%)
20240913-09:40:07 wrote ae_000.pth
20240913-09:40:08 wrote ae_001.pth
20240913-09:40:09 wrote ae_002.pth
20240913-09:40:09 wrote ae_003.pth
20240913-09:40:10 wrote ae_004.pth
20240913-09:40:11 wrote ae_005.pth
20240913-09:40:11 wrote ae_006.pth
20240913-09:40:12 wrote ae_007.pth
20240913-09:40:13 wrote ae_008.pth
20240913-09:40:14 wrote ae_009.pth
20240913-09:40:14 epoch_duration 2min44s next_finish 09:42:58
20240913-09:40:14 wrote state.pth
20240913-09:40:14 --- epoch 1158 ----------------------------------------
20240913-09:40:14 current_test_accuracies 0.9341 0.9648 0.9596 0.9639 0.9333 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:40:14 time_train=46300 time_c_quizzes=10804
20240913-09:40:14 nb_c_quizzes 3223
20240913-09:40:14 training model 4 (accuracy 0.9333333373069763)
20240913-09:40:14 training model 0 (accuracy 0.9340937733650208)
20240913-09:42:17 train_loss 1158 model 4 0.009580295526543978
20240913-09:42:17 train_loss 1158 model 0 0.01115366374007408
20240913-09:42:18 test_loss 1158 model 4 0.0055612186220898256
20240913-09:42:18 test_loss 1158 model 0 0.009496863536935508
20240913-09:42:53 test_accuracy 1158 model 0 nb_correct 758 / 796 (95.23%)
20240913-09:42:53 test_accuracy 1158 model 4 nb_correct 735 / 782 (93.99%)
20240913-09:42:54 wrote ae_000.pth
20240913-09:42:54 wrote ae_001.pth
20240913-09:42:55 wrote ae_002.pth
20240913-09:42:56 wrote ae_003.pth
20240913-09:42:56 wrote ae_004.pth
20240913-09:42:57 wrote ae_005.pth
20240913-09:42:58 wrote ae_006.pth
20240913-09:42:58 wrote ae_007.pth
20240913-09:42:59 wrote ae_008.pth
20240913-09:43:00 wrote ae_009.pth
20240913-09:43:00 epoch_duration 2min46s next_finish 09:45:46
20240913-09:43:00 wrote state.pth
20240913-09:43:00 --- epoch 1159 ----------------------------------------
20240913-09:43:00 current_test_accuracies 0.9523 0.9648 0.9596 0.9639 0.9399 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:43:00 time_train=46459 time_c_quizzes=10804
20240913-09:43:00 nb_c_quizzes 3223
20240913-09:43:00 training model 4 (accuracy 0.9398977160453796)
20240913-09:43:00 training model 0 (accuracy 0.9522613286972046)
20240913-09:45:03 train_loss 1159 model 4 0.009692110118103302
20240913-09:45:03 train_loss 1159 model 0 0.01023299321984814
20240913-09:45:05 test_loss 1159 model 4 0.006426163179741628
20240913-09:45:05 test_loss 1159 model 0 0.006515859427085502
20240913-09:45:37 test_accuracy 1159 model 4 nb_correct 777 / 809 (96.04%)
20240913-09:45:38 test_accuracy 1159 model 0 nb_correct 764 / 798 (95.74%)
20240913-09:45:39 wrote ae_000.pth
20240913-09:45:40 wrote ae_001.pth
20240913-09:45:41 wrote ae_002.pth
20240913-09:45:41 wrote ae_003.pth
20240913-09:45:42 wrote ae_004.pth
20240913-09:45:43 wrote ae_005.pth
20240913-09:45:43 wrote ae_006.pth
20240913-09:45:44 wrote ae_007.pth
20240913-09:45:45 wrote ae_008.pth
20240913-09:45:45 wrote ae_009.pth
20240913-09:45:45 epoch_duration 2min45s next_finish 09:48:31
20240913-09:45:45 wrote state.pth
20240913-09:45:45 --- epoch 1160 ----------------------------------------
20240913-09:45:45 current_test_accuracies 0.9574 0.9648 0.9596 0.9639 0.9604 0.9629 0.9718 0.9615 0.9599 0.9627
20240913-09:45:45 time_train=46617 time_c_quizzes=10804
20240913-09:45:45 dummy tensor([0.6790])
20240913-09:45:45 dummy tensor([0.3047])
20240913-09:45:53 nb_generated 3 model 6 (finishes Fri 12:38 -- 434/h)
20240913-09:45:59 nb_generated 1 model 1 (finishes ??? -- 0/h)
20240913-09:46:01 nb_generated 4 model 3 (finishes Fri 12:31 -- 451/h)
20240913-09:46:07 nb_generated 1 model 5 (finishes ??? -- 0/h)
20240913-09:46:08 nb_generated 8 model 5 (finishes Fri 11:43 -- 638/h)
20240913-09:46:14 nb_generated 5 model 3 (finishes Fri 13:05 -- 375/h)
20240913-09:46:16 nb_generated 9 model 0 (finishes Fri 11:53 -- 586/h)
20240913-09:46:22 nb_generated 10 model 4 (finishes Fri 11:53 -- 585/h)
20240913-09:46:26 nb_generated 7 model 0 (finishes Fri 14:31 -- 262/h)
20240913-09:46:34 nb_generated 11 model 9 (finishes Fri 12:10 -- 516/h)
20240913-09:46:42 nb_generated 7 model 8 (finishes Fri 16:23 -- 188/h)
20240913-09:46:46 nb_generated 12 model 1 (finishes Fri 12:45 -- 416/h)
20240913-09:46:52 nb_generated 10 model 4 (finishes Fri 14:22 -- 270/h)
20240913-09:46:59 nb_generated 13 model 0 (finishes Fri 12:57 -- 391/h)
20240913-09:47:00 nb_generated 16 model 3 (finishes Fri 12:39 -- 431/h)
20240913-09:47:06 nb_generated 17 model 3 (finishes Fri 12:33 -- 448/h)
20240913-09:47:07 nb_generated 20 model 3 (finishes Fri 12:07 -- 527/h)
20240913-09:47:14 nb_generated 20 model 7 (finishes Fri 12:08 -- 525/h)
20240913-09:47:20 nb_generated 22 model 1 (finishes Fri 12:06 -- 533/h)
20240913-09:47:29 nb_generated 22 model 8 (finishes Fri 12:10 -- 519/h)
20240913-09:47:31 nb_generated 27 model 7 (finishes Fri 11:48 -- 613/h)
20240913-09:47:39 nb_generated 23 model 4 (finishes Fri 12:23 -- 475/h)
20240913-09:47:42 nb_generated 32 model 7 (finishes Fri 11:41 -- 646/h)
20240913-09:47:49 nb_generated 35 model 6 (finishes Fri 11:32 -- 700/h)
20240913-09:47:49 nb_generated 24 model 5 (finishes Fri 12:26 -- 466/h)
20240913-09:47:56 nb_generated 26 model 3 (finishes Fri 12:25 -- 468/h)
20240913-09:47:56 nb_generated 39 model 3 (finishes Fri 11:23 -- 769/h)
20240913-09:48:09 nb_generated 27 model 1 (finishes Fri 12:31 -- 452/h)
20240913-09:48:15 nb_generated 41 model 8 (finishes Fri 11:29 -- 720/h)
20240913-09:48:18 nb_generated 29 model 4 (finishes Fri 12:24 -- 471/h)
20240913-09:48:28 nb_generated 42 model 7 (finishes Fri 11:35 -- 685/h)
20240913-09:48:29 nb_generated 30 model 0 (finishes Fri 12:28 -- 460/h)
20240913-09:48:44 nb_generated 34 model 4 (finishes Fri 12:27 -- 463/h)
20240913-09:48:48 nb_generated 44 model 9 (finishes Fri 11:41 -- 648/h)
20240913-09:48:52 nb_generated 38 model 7 (finishes Fri 12:09 -- 520/h)
20240913-09:48:58 nb_generated 46 model 1 (finishes Fri 11:43 -- 634/h)
20240913-09:49:01 nb_generated 38 model 1 (finishes Fri 12:16 -- 496/h)
20240913-09:49:07 nb_generated 48 model 9 (finishes Fri 11:42 -- 642/h)
20240913-09:49:12 nb_generated 39 model 6 (finishes Fri 12:25 -- 469/h)
20240913-09:49:16 nb_generated 49 model 9 (finishes Fri 11:44 -- 630/h)
20240913-09:49:24 nb_generated 51 model 7 (finishes Fri 11:45 -- 625/h)
20240913-09:49:25 nb_generated 43 model 1 (finishes Fri 12:13 -- 506/h)
20240913-09:49:38 nb_generated 44 model 2 (finishes Fri 12:17 -- 494/h)
20240913-09:49:46 nb_generated 44 model 7 (finishes Fri 12:22 -- 478/h)
20240913-09:49:50 nb_generated 54 model 8 (finishes Fri 11:56 -- 573/h)
20240913-09:49:55 nb_generated 44 model 5 (finishes Fri 12:28 -- 461/h)
20240913-09:49:59 nb_generated 54 model 6 (finishes Fri 12:01 -- 553/h)
20240913-09:50:09 nb_generated 47 model 6 (finishes Fri 12:27 -- 464/h)
20240913-09:50:17 nb_generated 48 model 5 (finishes Fri 12:27 -- 464/h)
20240913-09:50:17 nb_generated 55 model 9 (finishes Fri 12:11 -- 516/h)
20240913-09:50:28 nb_generated 56 model 1 (finishes Fri 12:12 -- 510/h)
20240913-09:50:29 nb_generated 49 model 1 (finishes Fri 12:30 -- 456/h)
20240913-09:50:38 nb_generated 57 model 2 (finishes Fri 12:14 -- 504/h)
20240913-09:50:41 nb_generated 49 model 8 (finishes Fri 12:36 -- 438/h)
20240913-09:50:52 nb_generated 54 model 6 (finishes Fri 12:33 -- 445/h)
20240913-09:50:57 nb_generated 57 model 9 (finishes Fri 12:24 -- 473/h)
20240913-09:51:00 nb_generated 58 model 3 (finishes Fri 12:29 -- 457/h)
20240913-09:51:09 nb_generated 57 model 0 (finishes Fri 12:30 -- 456/h)
20240913-09:51:11 nb_generated 60 model 6 (finishes Fri 12:35 -- 441/h)
20240913-09:51:20 nb_generated 57 model 1 (finishes Fri 12:35 -- 441/h)
20240913-09:51:24 nb_generated 62 model 4 (finishes Fri 12:33 -- 446/h)
20240913-09:51:27 nb_generated 59 model 2 (finishes Fri 12:31 -- 452/h)
20240913-09:51:32 nb_generated 64 model 5 (finishes Fri 12:30 -- 456/h)
20240913-09:51:39 nb_generated 62 model 6 (finishes Fri 12:33 -- 447/h)
20240913-09:51:43 nb_generated 65 model 5 (finishes Fri 12:31 -- 452/h)
20240913-09:51:51 nb_generated 65 model 1 (finishes Fri 12:34 -- 443/h)
20240913-09:51:51 nb_generated 63 model 0 (finishes Fri 12:39 -- 432/h)
20240913-09:52:00 nb_generated 66 model 6 (finishes Fri 12:35 -- 441/h)
20240913-09:52:04 nb_generated 66 model 4 (finishes Fri 12:37 -- 436/h)
20240913-09:52:09 nb_generated 70 model 7 (finishes Fri 12:25 -- 469/h)
20240913-09:52:19 nb_generated 67 model 2 (finishes Fri 12:40 -- 429/h)
20240913-09:52:20 nb_generated 72 model 0 (finishes Fri 12:26 -- 465/h)
20240913-09:52:27 nb_generated 75 model 4 (finishes Fri 12:20 -- 484/h)
20240913-09:52:34 nb_generated 69 model 8 (finishes Fri 12:39 -- 431/h)
20240913-09:52:40 nb_generated 75 model 1 (finishes Fri 12:25 -- 468/h)
20240913-09:52:41 nb_generated 73 model 3 (finishes Fri 12:35 -- 441/h)
20240913-09:52:47 nb_generated 75 model 3 (finishes Fri 12:31 -- 452/h)
20240913-09:52:49 nb_generated 76 model 4 (finishes Fri 12:26 -- 466/h)
20240913-09:52:55 nb_generated 78 model 3 (finishes Fri 12:25 -- 469/h)
20240913-09:53:05 nb_generated 77 model 9 (finishes Fri 12:32 -- 450/h)
20240913-09:53:08 nb_generated 80 model 1 (finishes Fri 12:27 -- 463/h)
20240913-09:53:12 nb_generated 79 model 0 (finishes Fri 12:29 -- 459/h)
20240913-09:53:18 nb_generated 82 model 5 (finishes Fri 12:28 -- 461/h)
20240913-09:53:22 nb_generated 82 model 3 (finishes Fri 12:26 -- 465/h)
20240913-09:53:26 nb_generated 85 model 2 (finishes Fri 12:25 -- 468/h)
20240913-09:53:34 nb_generated 87 model 3 (finishes Fri 12:23 -- 475/h)
20240913-09:53:35 nb_generated 84 model 7 (finishes Fri 12:26 -- 467/h)
20240913-09:53:44 nb_generated 88 model 5 (finishes Fri 12:24 -- 473/h)
20240913-09:53:46 nb_generated 88 model 2 (finishes Fri 12:19 -- 487/h)
20240913-09:53:50 nb_generated 90 model 5 (finishes Fri 12:21 -- 482/h)
20240913-09:53:56 nb_generated 90 model 1 (finishes Fri 12:18 -- 491/h)
20240913-09:54:03 nb_generated 91 model 2 (finishes Fri 12:22 -- 477/h)
20240913-09:54:04 nb_generated 90 model 1 (finishes Fri 12:20 -- 483/h)
20240913-09:54:12 nb_generated 92 model 2 (finishes Fri 12:23 -- 476/h)
20240913-09:54:16 nb_generated 91 model 8 (finishes Fri 12:22 -- 478/h)
20240913-09:54:22 nb_generated 94 model 8 (finishes Fri 12:24 -- 473/h)
20240913-09:54:29 nb_generated 93 model 7 (finishes Fri 12:21 -- 480/h)
20240913-09:54:31 nb_generated 97 model 7 (finishes Fri 12:22 -- 479/h)
20240913-09:54:37 nb_generated 94 model 7 (finishes Fri 12:23 -- 474/h)
20240913-09:54:42 nb_generated 97 model 1 (finishes Fri 12:25 -- 469/h)
20240913-09:54:49 nb_generated 94 model 1 (finishes Fri 12:27 -- 463/h)
20240913-09:54:53 nb_generated 100 model 2 (finishes Fri 12:24 -- 473/h)
20240913-09:55:00 nb_generated 95 model 2 (finishes Fri 12:30 -- 454/h)
20240913-09:55:02 nb_generated 101 model 4 (finishes Fri 12:24 -- 472/h)
20240913-09:55:05 nb_generated 97 model 3 (finishes Fri 12:27 -- 462/h)
20240913-09:55:13 nb_generated 103 model 2 (finishes Fri 12:23 -- 475/h)
20240913-09:55:13 nb_generated 99 model 4 (finishes Fri 12:27 -- 462/h)
20240913-09:55:20 nb_generated 106 model 3 (finishes Fri 12:23 -- 476/h)
20240913-09:55:20 nb_generated 103 model 3 (finishes Fri 12:21 -- 482/h)
20240913-09:55:26 nb_generated 108 model 4 (finishes Fri 12:22 -- 477/h)
20240913-09:55:33 nb_generated 107 model 7 (finishes Fri 12:18 -- 489/h)
20240913-09:55:39 nb_generated 108 model 9 (finishes Fri 12:26 -- 466/h)
20240913-09:55:42 nb_generated 109 model 7 (finishes Fri 12:17 -- 494/h)
20240913-09:55:48 nb_generated 111 model 4 (finishes Fri 12:22 -- 477/h)
20240913-09:55:51 nb_generated 109 model 5 (finishes Fri 12:19 -- 487/h)
20240913-09:55:56 nb_generated 116 model 4 (finishes Fri 12:17 -- 494/h)
20240913-09:55:59 nb_generated 111 model 4 (finishes Fri 12:17 -- 493/h)
20240913-09:56:06 nb_generated 111 model 4 (finishes Fri 12:19 -- 486/h)
20240913-09:56:07 nb_generated 118 model 0 (finishes Fri 12:18 -- 492/h)
20240913-09:56:13 nb_generated 112 model 4 (finishes Fri 12:19 -- 487/h)
20240913-09:56:17 nb_generated 119 model 9 (finishes Fri 12:20 -- 484/h)
20240913-09:56:20 nb_generated 115 model 6 (finishes Fri 12:16 -- 498/h)
20240913-09:56:29 nb_generated 120 model 7 (finishes Fri 12:21 -- 480/h)
20240913-09:56:31 nb_generated 117 model 4 (finishes Fri 12:15 -- 501/h)
20240913-09:56:41 nb_generated 121 model 0 (finishes Fri 12:11 -- 516/h)
20240913-09:56:41 nb_generated 121 model 8 (finishes Fri 12:22 -- 477/h)
20240913-09:56:52 nb_generated 122 model 7 (finishes Fri 12:25 -- 469/h)
20240913-09:56:54 nb_generated 123 model 6 (finishes Fri 12:12 -- 511/h)
20240913-09:57:00 nb_generated 124 model 1 (finishes Fri 12:25 -- 469/h)
20240913-09:57:05 nb_generated 123 model 9 (finishes Fri 12:14 -- 503/h)
20240913-09:57:15 nb_generated 126 model 8 (finishes Fri 12:27 -- 464/h)
20240913-09:57:18 nb_generated 124 model 1 (finishes Fri 12:16 -- 499/h)
20240913-09:57:28 nb_generated 126 model 1 (finishes Fri 12:15 -- 501/h)
20240913-09:57:36 nb_generated 126 model 1 (finishes Fri 12:16 -- 496/h)
20240913-09:57:38 nb_generated 128 model 8 (finishes Fri 12:30 -- 454/h)
20240913-09:57:43 nb_generated 127 model 0 (finishes Fri 12:18 -- 491/h)
20240913-09:57:52 nb_generated 129 model 3 (finishes Fri 12:17 -- 495/h)
20240913-09:57:53 nb_generated 130 model 9 (finishes Fri 12:30 -- 455/h)
20240913-09:58:02 nb_generated 131 model 1 (finishes Fri 12:16 -- 498/h)
20240913-09:58:05 nb_generated 131 model 2 (finishes Fri 12:31 -- 452/h)
20240913-09:58:16 nb_generated 132 model 9 (finishes Fri 12:19 -- 489/h)
20240913-09:58:16 nb_generated 134 model 1 (finishes Fri 12:28 -- 460/h)
20240913-09:58:23 nb_generated 134 model 5 (finishes Fri 12:18 -- 489/h)
20240913-09:58:34 nb_generated 138 model 6 (finishes Fri 12:16 -- 496/h)
20240913-09:58:39 nb_generated 135 model 9 (finishes Fri 12:31 -- 451/h)
20240913-09:58:46 nb_generated 139 model 4 (finishes Fri 12:28 -- 461/h)
20240913-09:58:46 nb_generated 140 model 8 (finishes Fri 12:17 -- 493/h)
20240913-09:58:56 nb_generated 143 model 4 (finishes Fri 12:15 -- 500/h)
20240913-09:59:06 nb_generated 141 model 8 (finishes Fri 12:29 -- 458/h)
20240913-09:59:12 nb_generated 146 model 1 (finishes Fri 12:14 -- 504/h)
20240913-09:59:12 nb_generated 145 model 7 (finishes Fri 12:25 -- 468/h)
20240913-09:59:22 nb_generated 149 model 4 (finishes Fri 12:12 -- 511/h)
20240913-09:59:23 nb_generated 146 model 9 (finishes Fri 12:26 -- 466/h)
20240913-09:59:30 nb_generated 151 model 4 (finishes Fri 12:11 -- 515/h)
20240913-09:59:33 nb_generated 149 model 9 (finishes Fri 12:23 -- 474/h)
20240913-09:59:41 nb_generated 153 model 6 (finishes Fri 12:22 -- 477/h)
20240913-09:59:46 nb_generated 151 model 8 (finishes Fri 12:14 -- 505/h)
20240913-09:59:53 nb_generated 154 model 6 (finishes Fri 12:23 -- 475/h)
20240913-09:59:53 nb_generated 153 model 5 (finishes Fri 12:12 -- 509/h)
20240913-10:00:03 nb_generated 155 model 4 (finishes Fri 12:23 -- 474/h)
20240913-10:00:05 nb_generated 159 model 5 (finishes Fri 12:10 -- 518/h)
20240913-10:00:12 nb_generated 155 model 9 (finishes Fri 12:25 -- 469/h)
20240913-10:00:13 nb_generated 161 model 5 (finishes Fri 12:09 -- 522/h)
20240913-10:00:22 nb_generated 156 model 7 (finishes Fri 12:25 -- 468/h)
20240913-10:00:23 nb_generated 164 model 2 (finishes Fri 12:07 -- 529/h)
20240913-10:00:36 nb_generated 168 model 1 (finishes Fri 12:06 -- 533/h)
20240913-10:00:39 nb_generated 157 model 9 (finishes Fri 12:27 -- 463/h)
20240913-10:00:45 nb_generated 169 model 1 (finishes Fri 12:06 -- 532/h)
20240913-10:00:45 nb_generated 158 model 3 (finishes Fri 12:27 -- 463/h)
20240913-10:00:57 nb_generated 169 model 3 (finishes Fri 12:08 -- 525/h)
20240913-10:00:59 nb_generated 160 model 7 (finishes Fri 12:27 -- 464/h)
20240913-10:01:11 nb_generated 161 model 8 (finishes Fri 12:29 -- 459/h)
20240913-10:01:13 nb_generated 174 model 0 (finishes Fri 12:06 -- 531/h)
20240913-10:01:20 nb_generated 161 model 1 (finishes Fri 12:30 -- 454/h)
20240913-10:01:21 nb_generated 176 model 3 (finishes Fri 12:06 -- 534/h)
20240913-10:01:31 nb_generated 177 model 5 (finishes Fri 12:06 -- 533/h)
20240913-10:01:33 nb_generated 162 model 2 (finishes Fri 12:31 -- 451/h)
20240913-10:01:39 nb_generated 164 model 7 (finishes Fri 12:31 -- 452/h)
20240913-10:01:44 nb_generated 181 model 8 (finishes Fri 12:06 -- 533/h)
20240913-10:01:52 nb_generated 183 model 0 (finishes Fri 12:06 -- 532/h)
20240913-10:01:54 nb_generated 168 model 1 (finishes Fri 12:29 -- 457/h)
20240913-10:02:04 nb_generated 175 model 6 (finishes Fri 12:27 -- 463/h)
20240913-10:02:05 nb_generated 183 model 1 (finishes Fri 12:08 -- 525/h)
20240913-10:02:10 nb_generated 178 model 3 (finishes Fri 12:24 -- 471/h)
20240913-10:02:15 nb_generated 184 model 1 (finishes Fri 12:09 -- 520/h)
20240913-10:02:20 nb_generated 182 model 6 (finishes Fri 12:22 -- 477/h)
20240913-10:02:22 nb_generated 188 model 3 (finishes Fri 12:07 -- 527/h)
20240913-10:02:29 nb_generated 182 model 9 (finishes Fri 12:24 -- 473/h)
20240913-10:02:37 nb_generated 189 model 8 (finishes Fri 12:09 -- 523/h)
20240913-10:02:37 nb_generated 185 model 7 (finishes Fri 12:21 -- 480/h)
20240913-10:02:47 nb_generated 187 model 7 (finishes Fri 12:21 -- 482/h)
20240913-10:02:51 nb_generated 190 model 8 (finishes Fri 12:11 -- 515/h)
20240913-10:02:54 nb_generated 187 model 5 (finishes Fri 12:22 -- 479/h)
20240913-10:03:04 nb_generated 192 model 1 (finishes Fri 12:19 -- 488/h)
20240913-10:03:10 nb_generated 190 model 8 (finishes Fri 12:13 -- 506/h)
20240913-10:03:16 nb_generated 193 model 4 (finishes Fri 12:20 -- 483/h)
20240913-10:03:23 nb_generated 191 model 9 (finishes Fri 12:14 -- 503/h)
20240913-10:03:27 nb_generated 196 model 5 (finishes Fri 12:20 -- 485/h)
20240913-10:03:31 nb_generated 194 model 7 (finishes Fri 12:13 -- 506/h)
20240913-10:03:37 nb_generated 196 model 5 (finishes Fri 12:12 -- 510/h)
20240913-10:03:37 nb_generated 199 model 6 (finishes Fri 12:19 -- 487/h)
20240913-10:03:45 nb_generated 198 model 2 (finishes Fri 12:11 -- 513/h)
20240913-10:03:53 nb_generated 199 model 8 (finishes Fri 12:22 -- 479/h)
20240913-10:03:57 nb_generated 199 model 9 (finishes Fri 12:12 -- 511/h)
20240913-10:04:05 nb_generated 200 model 3 (finishes Fri 12:12 -- 510/h)
20240913-10:04:07 nb_generated 199 model 9 (finishes Fri 12:24 -- 473/h)
20240913-10:04:14 nb_generated 201 model 5 (finishes Fri 12:12 -- 509/h)
20240913-10:04:19 nb_generated 201 model 8 (finishes Fri 12:23 -- 474/h)
20240913-10:04:24 nb_generated 204 model 6 (finishes Fri 12:11 -- 514/h)
20240913-10:04:30 nb_generated 205 model 5 (finishes Fri 12:12 -- 512/h)
20240913-10:04:31 nb_generated 202 model 6 (finishes Fri 12:24 -- 473/h)
20240913-10:04:41 nb_generated 206 model 9 (finishes Fri 12:12 -- 510/h)
20240913-10:04:44 nb_generated 205 model 2 (finishes Fri 12:23 -- 474/h)
20240913-10:04:55 nb_generated 207 model 1 (finishes Fri 12:13 -- 507/h)
20240913-10:04:58 nb_generated 207 model 0 (finishes Fri 12:23 -- 474/h)
20240913-10:05:02 nb_generated 211 model 7 (finishes Fri 12:11 -- 513/h)
20240913-10:05:05 nb_generated 208 model 5 (finishes Fri 12:24 -- 471/h)
20240913-10:05:08 nb_generated 211 model 7 (finishes Fri 12:12 -- 510/h)
20240913-10:05:13 nb_generated 211 model 4 (finishes Fri 12:22 -- 477/h)
20240913-10:05:22 nb_generated 214 model 1 (finishes Fri 12:20 -- 483/h)
20240913-10:05:22 nb_generated 212 model 2 (finishes Fri 12:13 -- 507/h)
20240913-10:05:29 nb_generated 216 model 7 (finishes Fri 12:20 -- 483/h)
20240913-10:05:31 nb_generated 214 model 7 (finishes Fri 12:12 -- 509/h)
20240913-10:05:37 nb_generated 217 model 6 (finishes Fri 12:20 -- 483/h)
20240913-10:05:45 nb_generated 216 model 2 (finishes Fri 12:12 -- 510/h)
20240913-10:05:48 nb_generated 218 model 5 (finishes Fri 12:22 -- 478/h)
20240913-10:05:51 nb_generated 216 model 5 (finishes Fri 12:13 -- 507/h)
20240913-10:05:58 nb_generated 219 model 0 (finishes Fri 12:22 -- 478/h)
20240913-10:05:59 nb_generated 218 model 2 (finishes Fri 12:13 -- 507/h)
20240913-10:06:04 nb_generated 223 model 3 (finishes Fri 12:20 -- 484/h)
20240913-10:06:07 nb_generated 220 model 5 (finishes Fri 12:12 -- 509/h)
20240913-10:06:16 nb_generated 227 model 2 (finishes Fri 12:19 -- 488/h)
20240913-10:06:17 nb_generated 222 model 2 (finishes Fri 12:13 -- 508/h)
20240913-10:06:25 nb_generated 229 model 7 (finishes Fri 12:18 -- 490/h)
20240913-10:06:26 nb_generated 226 model 3 (finishes Fri 12:11 -- 513/h)
20240913-10:06:33 nb_generated 229 model 8 (finishes Fri 12:19 -- 487/h)
20240913-10:06:35 nb_generated 226 model 7 (finishes Fri 12:12 -- 509/h)
20240913-10:06:42 nb_generated 231 model 6 (finishes Fri 12:19 -- 486/h)
20240913-10:06:44 nb_generated 227 model 2 (finishes Fri 12:13 -- 506/h)
20240913-10:06:51 nb_generated 233 model 2 (finishes Fri 12:19 -- 489/h)
20240913-10:06:56 nb_generated 234 model 3 (finishes Fri 12:18 -- 490/h)
20240913-10:07:03 nb_generated 235 model 6 (finishes Fri 12:18 -- 490/h)
20240913-10:07:09 nb_generated 228 model 8 (finishes Fri 12:16 -- 499/h)
20240913-10:07:11 nb_generated 239 model 3 (finishes Fri 12:17 -- 495/h)
20240913-10:07:18 nb_generated 241 model 5 (finishes Fri 12:17 -- 495/h)
20240913-10:07:21 nb_generated 228 model 1 (finishes Fri 12:17 -- 494/h)
20240913-10:07:27 nb_generated 241 model 3 (finishes Fri 12:18 -- 492/h)
20240913-10:07:31 nb_generated 229 model 2 (finishes Fri 12:18 -- 490/h)
20240913-10:07:38 nb_generated 230 model 0 (finishes Fri 12:18 -- 490/h)
20240913-10:07:39 nb_generated 242 model 8 (finishes Fri 12:18 -- 490/h)
20240913-10:07:45 nb_generated 235 model 7 (finishes Fri 12:15 -- 499/h)
20240913-10:07:46 nb_generated 247 model 4 (finishes Fri 12:15 -- 501/h)
20240913-10:07:52 nb_generated 249 model 3 (finishes Fri 12:15 -- 499/h)
20240913-10:07:57 nb_generated 236 model 8 (finishes Fri 12:16 -- 497/h)
20240913-10:08:04 nb_generated 251 model 0 (finishes Fri 12:15 -- 500/h)
20240913-10:08:06 nb_generated 236 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:08:12 nb_generated 253 model 4 (finishes Fri 12:15 -- 499/h)
20240913-10:08:18 nb_generated 237 model 4 (finishes Fri 12:18 -- 492/h)
20240913-10:08:21 nb_generated 255 model 4 (finishes Fri 12:16 -- 499/h)
20240913-10:08:28 nb_generated 242 model 3 (finishes Fri 12:16 -- 496/h)
20240913-10:08:29 nb_generated 256 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:08:39 nb_generated 242 model 8 (finishes Fri 12:18 -- 492/h)
20240913-10:08:40 nb_generated 258 model 6 (finishes Fri 12:15 -- 500/h)
20240913-10:08:45 nb_generated 246 model 3 (finishes Fri 12:16 -- 498/h)
20240913-10:08:55 nb_generated 248 model 5 (finishes Fri 12:15 -- 499/h)
20240913-10:08:56 nb_generated 260 model 1 (finishes Fri 12:16 -- 497/h)
20240913-10:09:05 nb_generated 251 model 1 (finishes Fri 12:14 -- 504/h)
20240913-10:09:05 nb_generated 263 model 2 (finishes Fri 12:15 -- 501/h)
20240913-10:09:10 nb_generated 254 model 3 (finishes Fri 12:13 -- 507/h)
20240913-10:09:17 nb_generated 264 model 2 (finishes Fri 12:15 -- 499/h)
20240913-10:09:17 nb_generated 255 model 4 (finishes Fri 12:14 -- 504/h)
20240913-10:09:28 nb_generated 264 model 0 (finishes Fri 12:17 -- 495/h)
20240913-10:09:35 nb_generated 266 model 0 (finishes Fri 12:16 -- 495/h)
20240913-10:09:38 nb_generated 256 model 9 (finishes Fri 12:15 -- 500/h)
20240913-10:09:46 nb_generated 270 model 6 (finishes Fri 12:15 -- 499/h)
20240913-10:09:47 nb_generated 260 model 6 (finishes Fri 12:14 -- 504/h)
20240913-10:09:55 nb_generated 260 model 5 (finishes Fri 12:15 -- 501/h)
20240913-10:09:59 nb_generated 272 model 8 (finishes Fri 12:15 -- 500/h)
20240913-10:10:02 nb_generated 260 model 5 (finishes Fri 12:15 -- 499/h)
20240913-10:10:06 nb_generated 273 model 3 (finishes Fri 12:15 -- 500/h)
20240913-10:10:09 nb_generated 262 model 3 (finishes Fri 12:15 -- 501/h)
20240913-10:10:14 nb_generated 275 model 4 (finishes Fri 12:15 -- 499/h)
20240913-10:10:18 nb_generated 265 model 4 (finishes Fri 12:14 -- 503/h)
20240913-10:10:24 nb_generated 276 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:10:25 nb_generated 269 model 5 (finishes Fri 12:13 -- 508/h)
20240913-10:10:34 nb_generated 279 model 5 (finishes Fri 12:15 -- 500/h)
20240913-10:10:34 nb_generated 272 model 4 (finishes Fri 12:12 -- 512/h)
20240913-10:10:43 nb_generated 275 model 6 (finishes Fri 12:10 -- 516/h)
20240913-10:10:45 nb_generated 281 model 1 (finishes Fri 12:15 -- 499/h)
20240913-10:10:52 nb_generated 284 model 5 (finishes Fri 12:15 -- 501/h)
20240913-10:10:57 nb_generated 278 model 8 (finishes Fri 12:10 -- 516/h)
20240913-10:10:59 nb_generated 286 model 3 (finishes Fri 12:14 -- 504/h)
20240913-10:11:04 nb_generated 280 model 5 (finishes Fri 12:10 -- 518/h)
20240913-10:11:08 nb_generated 288 model 2 (finishes Fri 12:14 -- 503/h)
20240913-10:11:23 nb_generated 282 model 9 (finishes Fri 12:10 -- 517/h)
20240913-10:11:30 nb_generated 289 model 8 (finishes Fri 12:16 -- 498/h)
20240913-10:11:31 nb_generated 282 model 4 (finishes Fri 12:11 -- 514/h)
20240913-10:11:40 nb_generated 293 model 6 (finishes Fri 12:15 -- 502/h)
20240913-10:11:50 nb_generated 295 model 6 (finishes Fri 12:14 -- 503/h)
20240913-10:11:51 nb_generated 283 model 8 (finishes Fri 12:12 -- 510/h)
20240913-10:11:57 nb_generated 300 model 4 (finishes Fri 12:13 -- 508/h)
20240913-10:12:03 nb_generated 286 model 6 (finishes Fri 12:13 -- 508/h)
20240913-10:12:04 nb_generated 304 model 6 (finishes Fri 12:11 -- 512/h)
20240913-10:12:15 nb_generated 307 model 5 (finishes Fri 12:10 -- 516/h)
20240913-10:12:15 nb_generated 287 model 9 (finishes Fri 12:13 -- 507/h)
20240913-10:12:29 nb_generated 309 model 2 (finishes Fri 12:10 -- 516/h)
20240913-10:12:32 nb_generated 290 model 8 (finishes Fri 12:13 -- 508/h)
20240913-10:12:41 nb_generated 311 model 8 (finishes Fri 12:10 -- 517/h)
20240913-10:12:47 nb_generated 312 model 9 (finishes Fri 12:11 -- 514/h)
20240913-10:12:48 nb_generated 292 model 0 (finishes Fri 12:14 -- 503/h)
20240913-10:12:55 nb_generated 313 model 4 (finishes Fri 12:11 -- 514/h)
20240913-10:12:55 nb_generated 294 model 3 (finishes Fri 12:14 -- 503/h)
20240913-10:13:04 nb_generated 314 model 0 (finishes Fri 12:11 -- 513/h)
20240913-10:13:11 nb_generated 297 model 8 (finishes Fri 12:14 -- 505/h)
20240913-10:13:14 nb_generated 318 model 2 (finishes Fri 12:10 -- 519/h)
20240913-10:13:23 nb_generated 299 model 4 (finishes Fri 12:14 -- 505/h)
20240913-10:13:25 nb_generated 319 model 1 (finishes Fri 12:10 -- 518/h)
20240913-10:13:30 nb_generated 303 model 5 (finishes Fri 12:12 -- 512/h)
20240913-10:13:37 nb_generated 321 model 6 (finishes Fri 12:10 -- 519/h)
20240913-10:13:40 nb_generated 305 model 7 (finishes Fri 12:11 -- 513/h)
20240913-10:13:46 nb_generated 325 model 5 (finishes Fri 12:08 -- 524/h)
20240913-10:13:47 nb_generated 307 model 3 (finishes Fri 12:11 -- 515/h)
20240913-10:13:56 nb_generated 309 model 6 (finishes Fri 12:11 -- 513/h)
20240913-10:13:59 nb_generated 326 model 6 (finishes Fri 12:09 -- 522/h)
20240913-10:14:10 nb_generated 326 model 6 (finishes Fri 12:10 -- 519/h)
20240913-10:14:13 nb_generated 309 model 8 (finishes Fri 12:13 -- 507/h)
20240913-10:14:21 nb_generated 329 model 7 (finishes Fri 12:09 -- 522/h)
20240913-10:14:28 nb_generated 312 model 9 (finishes Fri 12:12 -- 510/h)
20240913-10:14:29 nb_generated 330 model 4 (finishes Fri 12:09 -- 522/h)
20240913-10:14:38 nb_generated 332 model 6 (finishes Fri 12:10 -- 519/h)
20240913-10:14:38 nb_generated 312 model 6 (finishes Fri 12:13 -- 506/h)
20240913-10:14:46 nb_generated 334 model 7 (finishes Fri 12:09 -- 521/h)
20240913-10:14:52 nb_generated 335 model 2 (finishes Fri 12:09 -- 521/h)
20240913-10:14:54 nb_generated 312 model 4 (finishes Fri 12:15 -- 502/h)
20240913-10:15:01 nb_generated 336 model 5 (finishes Fri 12:09 -- 520/h)
20240913-10:15:07 nb_generated 312 model 9 (finishes Fri 12:16 -- 498/h)
20240913-10:15:09 nb_generated 338 model 2 (finishes Fri 12:09 -- 520/h)
20240913-10:15:16 nb_generated 314 model 7 (finishes Fri 12:15 -- 500/h)
20240913-10:15:16 nb_generated 338 model 7 (finishes Fri 12:10 -- 518/h)
20240913-10:15:26 nb_generated 315 model 0 (finishes Fri 12:15 -- 499/h)
20240913-10:15:28 nb_generated 340 model 7 (finishes Fri 12:10 -- 518/h)
20240913-10:15:35 nb_generated 316 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:15:36 nb_generated 342 model 4 (finishes Fri 12:09 -- 520/h)
20240913-10:15:45 nb_generated 317 model 8 (finishes Fri 12:16 -- 498/h)
20240913-10:15:49 nb_generated 345 model 5 (finishes Fri 12:09 -- 522/h)
20240913-10:15:54 nb_generated 317 model 9 (finishes Fri 12:17 -- 495/h)
20240913-10:15:57 nb_generated 348 model 4 (finishes Fri 12:08 -- 524/h)
20240913-10:16:07 nb_generated 352 model 4 (finishes Fri 12:07 -- 529/h)
20240913-10:16:07 nb_generated 319 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:16:14 nb_generated 354 model 3 (finishes Fri 12:06 -- 531/h)
20240913-10:16:15 nb_generated 320 model 0 (finishes Fri 12:17 -- 495/h)
20240913-10:16:23 nb_generated 321 model 2 (finishes Fri 12:17 -- 495/h)
20240913-10:16:30 nb_generated 357 model 8 (finishes Fri 12:07 -- 530/h)
20240913-10:16:34 nb_generated 322 model 9 (finishes Fri 12:17 -- 494/h)
20240913-10:16:37 nb_generated 359 model 5 (finishes Fri 12:06 -- 532/h)
20240913-10:16:44 nb_generated 326 model 5 (finishes Fri 12:15 -- 499/h)
20240913-10:16:48 nb_generated 359 model 0 (finishes Fri 12:07 -- 529/h)
20240913-10:16:52 nb_generated 330 model 0 (finishes Fri 12:14 -- 505/h)
20240913-10:16:56 nb_generated 362 model 3 (finishes Fri 12:07 -- 529/h)
20240913-10:17:04 nb_generated 330 model 9 (finishes Fri 12:15 -- 501/h)
20240913-10:17:09 nb_generated 365 model 0 (finishes Fri 12:06 -- 531/h)
20240913-10:17:16 nb_generated 332 model 1 (finishes Fri 12:14 -- 502/h)
20240913-10:17:18 nb_generated 368 model 7 (finishes Fri 12:06 -- 532/h)
20240913-10:17:24 nb_generated 334 model 5 (finishes Fri 12:14 -- 504/h)
20240913-10:17:31 nb_generated 369 model 1 (finishes Fri 12:07 -- 530/h)
20240913-10:17:37 nb_generated 369 model 5 (finishes Fri 12:07 -- 529/h)
20240913-10:17:39 nb_generated 334 model 9 (finishes Fri 12:15 -- 500/h)
20240913-10:17:47 nb_generated 334 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:17:50 nb_generated 372 model 0 (finishes Fri 12:06 -- 531/h)
20240913-10:17:54 nb_generated 335 model 5 (finishes Fri 12:16 -- 498/h)
20240913-10:18:02 nb_generated 374 model 8 (finishes Fri 12:06 -- 531/h)
20240913-10:18:10 nb_generated 336 model 9 (finishes Fri 12:16 -- 496/h)
20240913-10:18:13 nb_generated 374 model 9 (finishes Fri 12:07 -- 528/h)
20240913-10:18:19 nb_generated 338 model 5 (finishes Fri 12:17 -- 493/h)
20240913-10:18:22 nb_generated 375 model 4 (finishes Fri 12:07 -- 528/h)
20240913-10:18:28 nb_generated 341 model 0 (finishes Fri 12:17 -- 495/h)
20240913-10:18:34 nb_generated 377 model 9 (finishes Fri 12:08 -- 526/h)
20240913-10:18:36 nb_generated 341 model 0 (finishes Fri 12:17 -- 493/h)
20240913-10:18:45 nb_generated 345 model 7 (finishes Fri 12:16 -- 498/h)
20240913-10:18:50 nb_generated 380 model 8 (finishes Fri 12:08 -- 526/h)
20240913-10:18:53 nb_generated 348 model 1 (finishes Fri 12:15 -- 501/h)
20240913-10:18:59 nb_generated 380 model 5 (finishes Fri 12:09 -- 523/h)
20240913-10:19:05 nb_generated 349 model 5 (finishes Fri 12:16 -- 498/h)
20240913-10:19:08 nb_generated 380 model 4 (finishes Fri 12:09 -- 521/h)
20240913-10:19:11 nb_generated 350 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:19:15 nb_generated 381 model 0 (finishes Fri 12:09 -- 521/h)
20240913-10:19:25 nb_generated 352 model 9 (finishes Fri 12:16 -- 499/h)
20240913-10:19:30 nb_generated 383 model 8 (finishes Fri 12:10 -- 519/h)
20240913-10:19:37 nb_generated 355 model 1 (finishes Fri 12:15 -- 499/h)
20240913-10:19:40 nb_generated 383 model 2 (finishes Fri 12:10 -- 516/h)
20240913-10:19:47 nb_generated 387 model 3 (finishes Fri 12:09 -- 520/h)
20240913-10:19:48 nb_generated 356 model 0 (finishes Fri 12:16 -- 498/h)
20240913-10:19:57 nb_generated 392 model 2 (finishes Fri 12:08 -- 524/h)
20240913-10:19:57 nb_generated 356 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:20:04 nb_generated 358 model 5 (finishes Fri 12:16 -- 498/h)
20240913-10:20:05 nb_generated 395 model 6 (finishes Fri 12:07 -- 527/h)
20240913-10:20:11 nb_generated 359 model 7 (finishes Fri 12:16 -- 498/h)
20240913-10:20:14 nb_generated 395 model 7 (finishes Fri 12:08 -- 525/h)
20240913-10:20:22 nb_generated 359 model 2 (finishes Fri 12:17 -- 495/h)
20240913-10:20:27 nb_generated 396 model 8 (finishes Fri 12:08 -- 523/h)
20240913-10:20:33 nb_generated 360 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:20:36 nb_generated 396 model 1 (finishes Fri 12:09 -- 521/h)
20240913-10:20:45 nb_generated 360 model 2 (finishes Fri 12:18 -- 490/h)
20240913-10:20:46 nb_generated 399 model 6 (finishes Fri 12:08 -- 524/h)
20240913-10:20:54 nb_generated 362 model 2 (finishes Fri 12:18 -- 491/h)
20240913-10:21:00 nb_generated 400 model 1 (finishes Fri 12:09 -- 522/h)
20240913-10:21:01 nb_generated 366 model 5 (finishes Fri 12:17 -- 495/h)
20240913-10:21:09 nb_generated 402 model 6 (finishes Fri 12:09 -- 520/h)
20240913-10:21:10 nb_generated 370 model 5 (finishes Fri 12:15 -- 499/h)
20240913-10:21:16 nb_generated 404 model 6 (finishes Fri 12:09 -- 520/h)
20240913-10:21:19 nb_generated 372 model 4 (finishes Fri 12:15 -- 499/h)
20240913-10:21:25 nb_generated 404 model 7 (finishes Fri 12:10 -- 518/h)
20240913-10:21:31 nb_generated 372 model 0 (finishes Fri 12:16 -- 496/h)
20240913-10:21:35 nb_generated 406 model 1 (finishes Fri 12:10 -- 517/h)
20240913-10:21:42 nb_generated 373 model 3 (finishes Fri 12:17 -- 495/h)
20240913-10:21:47 nb_generated 406 model 9 (finishes Fri 12:11 -- 514/h)
20240913-10:21:52 nb_generated 374 model 1 (finishes Fri 12:17 -- 495/h)
20240913-10:21:56 nb_generated 408 model 6 (finishes Fri 12:11 -- 515/h)
20240913-10:21:58 nb_generated 375 model 1 (finishes Fri 12:17 -- 495/h)
20240913-10:22:05 nb_generated 409 model 6 (finishes Fri 12:11 -- 515/h)
20240913-10:22:11 nb_generated 377 model 8 (finishes Fri 12:17 -- 494/h)
20240913-10:22:12 nb_generated 409 model 4 (finishes Fri 12:11 -- 513/h)
20240913-10:22:20 nb_generated 378 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:22:20 nb_generated 412 model 1 (finishes Fri 12:11 -- 514/h)
20240913-10:22:29 nb_generated 379 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:22:32 nb_generated 413 model 1 (finishes Fri 12:11 -- 513/h)
20240913-10:22:37 nb_generated 382 model 3 (finishes Fri 12:16 -- 496/h)
20240913-10:22:42 nb_generated 413 model 4 (finishes Fri 12:12 -- 511/h)
20240913-10:22:47 nb_generated 415 model 5 (finishes Fri 12:12 -- 511/h)
20240913-10:22:48 nb_generated 384 model 2 (finishes Fri 12:16 -- 497/h)
20240913-10:22:56 nb_generated 387 model 4 (finishes Fri 12:15 -- 500/h)
20240913-10:23:02 nb_generated 417 model 8 (finishes Fri 12:12 -- 511/h)
20240913-10:23:06 nb_generated 387 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:23:14 nb_generated 419 model 2 (finishes Fri 12:13 -- 509/h)
20240913-10:23:18 nb_generated 387 model 0 (finishes Fri 12:17 -- 495/h)
20240913-10:23:26 nb_generated 388 model 6 (finishes Fri 12:17 -- 495/h)
20240913-10:23:35 nb_generated 422 model 8 (finishes Fri 12:14 -- 505/h)
20240913-10:23:36 nb_generated 390 model 2 (finishes Fri 12:16 -- 496/h)
20240913-10:23:42 nb_generated 393 model 2 (finishes Fri 12:15 -- 499/h)
20240913-10:23:45 nb_generated 423 model 4 (finishes Fri 12:14 -- 503/h)
20240913-10:23:53 nb_generated 425 model 3 (finishes Fri 12:14 -- 503/h)
20240913-10:23:54 nb_generated 393 model 6 (finishes Fri 12:16 -- 497/h)
20240913-10:24:02 nb_generated 428 model 5 (finishes Fri 12:13 -- 506/h)
20240913-10:24:02 nb_generated 394 model 5 (finishes Fri 12:16 -- 496/h)
20240913-10:24:11 nb_generated 430 model 4 (finishes Fri 12:13 -- 507/h)
20240913-10:24:11 nb_generated 395 model 4 (finishes Fri 12:16 -- 496/h)
20240913-10:24:19 nb_generated 398 model 5 (finishes Fri 12:16 -- 497/h)
20240913-10:24:20 nb_generated 431 model 5 (finishes Fri 12:13 -- 507/h)
20240913-10:24:31 nb_generated 399 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:24:32 nb_generated 431 model 2 (finishes Fri 12:14 -- 504/h)
20240913-10:24:39 nb_generated 433 model 5 (finishes Fri 12:14 -- 505/h)
20240913-10:24:47 nb_generated 399 model 8 (finishes Fri 12:17 -- 493/h)
20240913-10:24:51 nb_generated 433 model 9 (finishes Fri 12:14 -- 503/h)
20240913-10:24:57 nb_generated 399 model 4 (finishes Fri 12:18 -- 491/h)
20240913-10:25:00 nb_generated 433 model 9 (finishes Fri 12:15 -- 501/h)
20240913-10:25:08 nb_generated 403 model 6 (finishes Fri 12:17 -- 493/h)
20240913-10:25:10 nb_generated 435 model 1 (finishes Fri 12:15 -- 502/h)
20240913-10:25:17 nb_generated 436 model 4 (finishes Fri 12:15 -- 502/h)
20240913-10:25:21 nb_generated 403 model 9 (finishes Fri 12:18 -- 491/h)
20240913-10:25:28 nb_generated 407 model 3 (finishes Fri 12:17 -- 495/h)
20240913-10:25:31 nb_generated 437 model 0 (finishes Fri 12:15 -- 499/h)
20240913-10:25:39 nb_generated 411 model 6 (finishes Fri 12:16 -- 497/h)
20240913-10:25:43 nb_generated 438 model 5 (finishes Fri 12:16 -- 498/h)
20240913-10:25:51 nb_generated 412 model 6 (finishes Fri 12:17 -- 495/h)
20240913-10:25:53 nb_generated 438 model 9 (finishes Fri 12:16 -- 496/h)
20240913-10:26:03 nb_generated 438 model 2 (finishes Fri 12:17 -- 494/h)
20240913-10:26:06 nb_generated 415 model 9 (finishes Fri 12:16 -- 496/h)
20240913-10:26:13 nb_generated 439 model 2 (finishes Fri 12:18 -- 492/h)
20240913-10:26:16 nb_generated 417 model 9 (finishes Fri 12:16 -- 497/h)
20240913-10:26:23 nb_generated 440 model 9 (finishes Fri 12:18 -- 491/h)
20240913-10:26:24 nb_generated 420 model 3 (finishes Fri 12:16 -- 497/h)
20240913-10:26:33 nb_generated 440 model 4 (finishes Fri 12:18 -- 489/h)
20240913-10:26:33 nb_generated 424 model 5 (finishes Fri 12:15 -- 499/h)
20240913-10:26:42 nb_generated 426 model 2 (finishes Fri 12:15 -- 501/h)
20240913-10:26:46 nb_generated 441 model 1 (finishes Fri 12:19 -- 488/h)
20240913-10:26:51 nb_generated 443 model 3 (finishes Fri 12:18 -- 490/h)
20240913-10:26:53 nb_generated 427 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:27:00 nb_generated 447 model 7 (finishes Fri 12:17 -- 494/h)
20240913-10:27:02 nb_generated 428 model 5 (finishes Fri 12:16 -- 497/h)
20240913-10:27:11 nb_generated 430 model 3 (finishes Fri 12:16 -- 498/h)
20240913-10:27:12 nb_generated 449 model 5 (finishes Fri 12:17 -- 493/h)
20240913-10:27:19 nb_generated 432 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:27:19 nb_generated 449 model 2 (finishes Fri 12:18 -- 492/h)
20240913-10:27:31 nb_generated 452 model 1 (finishes Fri 12:17 -- 494/h)
20240913-10:27:32 nb_generated 434 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:27:39 nb_generated 456 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:27:41 nb_generated 436 model 7 (finishes Fri 12:15 -- 499/h)
20240913-10:27:48 nb_generated 460 model 3 (finishes Fri 12:15 -- 499/h)
20240913-10:27:52 nb_generated 437 model 8 (finishes Fri 12:16 -- 498/h)
20240913-10:27:59 nb_generated 441 model 5 (finishes Fri 12:15 -- 501/h)
20240913-10:28:08 nb_generated 441 model 4 (finishes Fri 12:15 -- 499/h)
20240913-10:28:17 nb_generated 463 model 8 (finishes Fri 12:16 -- 496/h)
20240913-10:28:23 nb_generated 441 model 8 (finishes Fri 12:16 -- 496/h)
20240913-10:28:31 nb_generated 446 model 7 (finishes Fri 12:15 -- 502/h)
20240913-10:28:33 nb_generated 463 model 9 (finishes Fri 12:17 -- 493/h)
20240913-10:28:40 nb_generated 449 model 6 (finishes Fri 12:15 -- 501/h)
20240913-10:28:41 nb_generated 463 model 7 (finishes Fri 12:18 -- 491/h)
20240913-10:28:51 nb_generated 465 model 0 (finishes Fri 12:18 -- 491/h)
20240913-10:28:53 nb_generated 450 model 2 (finishes Fri 12:15 -- 499/h)
20240913-10:28:59 nb_generated 465 model 5 (finishes Fri 12:18 -- 489/h)
20240913-10:29:01 nb_generated 452 model 5 (finishes Fri 12:15 -- 500/h)
20240913-10:29:10 nb_generated 468 model 8 (finishes Fri 12:18 -- 490/h)
20240913-10:29:10 nb_generated 454 model 1 (finishes Fri 12:15 -- 501/h)
20240913-10:29:17 nb_generated 472 model 5 (finishes Fri 12:17 -- 494/h)
20240913-10:29:26 nb_generated 454 model 8 (finishes Fri 12:16 -- 498/h)
20240913-10:29:29 nb_generated 474 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:29:31 nb_generated 457 model 3 (finishes Fri 12:15 -- 500/h)
20240913-10:29:38 nb_generated 477 model 7 (finishes Fri 12:16 -- 496/h)
20240913-10:29:44 nb_generated 459 model 1 (finishes Fri 12:15 -- 500/h)
20240913-10:29:45 nb_generated 479 model 5 (finishes Fri 12:16 -- 496/h)
20240913-10:29:53 nb_generated 460 model 7 (finishes Fri 12:15 -- 500/h)
20240913-10:29:54 nb_generated 481 model 1 (finishes Fri 12:16 -- 497/h)
20240913-10:30:01 nb_generated 482 model 2 (finishes Fri 12:16 -- 497/h)
20240913-10:30:02 nb_generated 463 model 7 (finishes Fri 12:14 -- 502/h)
20240913-10:30:15 nb_generated 464 model 9 (finishes Fri 12:15 -- 501/h)
20240913-10:30:17 nb_generated 483 model 8 (finishes Fri 12:17 -- 495/h)
20240913-10:30:24 nb_generated 468 model 3 (finishes Fri 12:14 -- 502/h)
20240913-10:30:29 nb_generated 485 model 7 (finishes Fri 12:17 -- 495/h)
20240913-10:30:33 nb_generated 473 model 1 (finishes Fri 12:13 -- 506/h)
20240913-10:30:37 nb_generated 485 model 5 (finishes Fri 12:17 -- 493/h)
20240913-10:30:42 nb_generated 474 model 7 (finishes Fri 12:14 -- 504/h)
20240913-10:30:50 nb_generated 490 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:30:52 nb_generated 475 model 7 (finishes Fri 12:14 -- 503/h)
20240913-10:30:59 nb_generated 477 model 3 (finishes Fri 12:14 -- 505/h)
20240913-10:31:02 nb_generated 491 model 0 (finishes Fri 12:17 -- 495/h)
20240913-10:31:05 nb_generated 481 model 5 (finishes Fri 12:12 -- 509/h)
20240913-10:31:14 nb_generated 491 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:31:18 nb_generated 484 model 9 (finishes Fri 12:12 -- 509/h)
20240913-10:31:23 nb_generated 491 model 4 (finishes Fri 12:18 -- 491/h)
20240913-10:31:24 nb_generated 487 model 3 (finishes Fri 12:12 -- 511/h)
20240913-10:31:29 nb_generated 493 model 3 (finishes Fri 12:17 -- 493/h)
20240913-10:31:38 nb_generated 487 model 2 (finishes Fri 12:13 -- 508/h)
20240913-10:31:46 nb_generated 493 model 8 (finishes Fri 12:18 -- 490/h)
20240913-10:31:50 nb_generated 489 model 1 (finishes Fri 12:13 -- 509/h)
20240913-10:31:58 nb_generated 494 model 3 (finishes Fri 12:11 -- 512/h)
20240913-10:31:59 nb_generated 494 model 8 (finishes Fri 12:19 -- 489/h)
20240913-10:32:10 nb_generated 496 model 5 (finishes Fri 12:19 -- 488/h)
20240913-10:32:11 nb_generated 494 model 8 (finishes Fri 12:12 -- 510/h)
20240913-10:32:17 nb_generated 499 model 6 (finishes Fri 12:18 -- 491/h)
20240913-10:32:23 nb_generated 496 model 0 (finishes Fri 12:12 -- 510/h)
20240913-10:32:27 nb_generated 503 model 1 (finishes Fri 12:17 -- 494/h)
20240913-10:32:31 nb_generated 498 model 3 (finishes Fri 12:12 -- 511/h)
20240913-10:32:36 nb_generated 504 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:32:41 nb_generated 499 model 5 (finishes Fri 12:12 -- 511/h)
20240913-10:32:50 nb_generated 500 model 0 (finishes Fri 12:12 -- 510/h)
20240913-10:32:56 nb_generated 506 model 2 (finishes Fri 12:18 -- 492/h)
20240913-10:32:59 nb_generated 500 model 5 (finishes Fri 12:12 -- 509/h)
20240913-10:33:05 nb_generated 507 model 0 (finishes Fri 12:18 -- 491/h)
20240913-10:33:08 nb_generated 505 model 6 (finishes Fri 12:12 -- 512/h)
20240913-10:33:14 nb_generated 509 model 7 (finishes Fri 12:17 -- 492/h)
20240913-10:33:19 nb_generated 510 model 1 (finishes Fri 12:11 -- 515/h)
20240913-10:33:20 nb_generated 510 model 4 (finishes Fri 12:17 -- 493/h)
20240913-10:33:27 nb_generated 513 model 7 (finishes Fri 12:10 -- 517/h)
20240913-10:33:31 nb_generated 511 model 5 (finishes Fri 12:18 -- 492/h)
20240913-10:33:39 nb_generated 514 model 0 (finishes Fri 12:11 -- 516/h)
20240913-10:33:40 nb_generated 514 model 4 (finishes Fri 12:17 -- 493/h)
20240913-10:33:48 nb_generated 514 model 2 (finishes Fri 12:11 -- 514/h)
20240913-10:33:54 nb_generated 516 model 8 (finishes Fri 12:18 -- 492/h)
20240913-10:33:57 nb_generated 516 model 5 (finishes Fri 12:11 -- 515/h)
20240913-10:34:01 nb_generated 516 model 5 (finishes Fri 12:18 -- 491/h)
20240913-10:34:09 nb_generated 518 model 2 (finishes Fri 12:18 -- 490/h)
20240913-10:34:17 nb_generated 519 model 8 (finishes Fri 12:11 -- 515/h)
20240913-10:34:20 nb_generated 518 model 9 (finishes Fri 12:19 -- 489/h)
20240913-10:34:28 nb_generated 522 model 1 (finishes Fri 12:11 -- 516/h)
20240913-10:34:31 nb_generated 519 model 2 (finishes Fri 12:19 -- 488/h)
20240913-10:34:39 nb_generated 521 model 2 (finishes Fri 12:18 -- 489/h)
20240913-10:34:43 nb_generated 523 model 8 (finishes Fri 12:11 -- 514/h)
20240913-10:34:52 nb_generated 523 model 1 (finishes Fri 12:19 -- 488/h)
20240913-10:34:59 nb_generated 525 model 8 (finishes Fri 12:11 -- 514/h)
20240913-10:35:02 nb_generated 525 model 4 (finishes Fri 12:19 -- 488/h)
20240913-10:35:11 nb_generated 526 model 0 (finishes Fri 12:19 -- 487/h)
20240913-10:35:12 nb_generated 528 model 5 (finishes Fri 12:11 -- 514/h)
20240913-10:35:20 nb_generated 529 model 7 (finishes Fri 12:18 -- 490/h)
20240913-10:35:21 nb_generated 528 model 5 (finishes Fri 12:11 -- 512/h)
20240913-10:35:30 nb_generated 531 model 1 (finishes Fri 12:18 -- 489/h)
20240913-10:35:32 nb_generated 528 model 2 (finishes Fri 12:12 -- 511/h)
20240913-10:35:38 nb_generated 533 model 2 (finishes Fri 12:18 -- 490/h)
20240913-10:35:41 nb_generated 530 model 1 (finishes Fri 12:12 -- 511/h)
20240913-10:35:47 nb_generated 536 model 7 (finishes Fri 12:17 -- 492/h)
20240913-10:35:52 nb_generated 530 model 9 (finishes Fri 12:12 -- 510/h)
20240913-10:36:02 nb_generated 530 model 8 (finishes Fri 12:13 -- 508/h)
20240913-10:36:02 nb_generated 539 model 6 (finishes Fri 12:17 -- 492/h)
20240913-10:36:12 nb_generated 530 model 1 (finishes Fri 12:13 -- 506/h)
20240913-10:36:14 nb_generated 541 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:36:21 nb_generated 542 model 7 (finishes Fri 12:17 -- 493/h)
20240913-10:36:22 nb_generated 533 model 1 (finishes Fri 12:13 -- 508/h)
20240913-10:36:29 nb_generated 544 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:36:37 nb_generated 533 model 8 (finishes Fri 12:13 -- 506/h)
20240913-10:36:45 nb_generated 547 model 8 (finishes Fri 12:17 -- 494/h)
20240913-10:36:46 nb_generated 534 model 5 (finishes Fri 12:14 -- 505/h)
20240913-10:36:55 nb_generated 535 model 6 (finishes Fri 12:14 -- 505/h)
20240913-10:36:57 nb_generated 550 model 2 (finishes Fri 12:17 -- 495/h)
20240913-10:37:05 nb_generated 538 model 4 (finishes Fri 12:13 -- 506/h)
20240913-10:37:08 nb_generated 551 model 8 (finishes Fri 12:17 -- 495/h)
20240913-10:37:13 nb_generated 541 model 3 (finishes Fri 12:13 -- 505/h)
20240913-10:37:17 nb_generated 551 model 6 (finishes Fri 12:17 -- 493/h)
20240913-10:37:21 nb_generated 543 model 9 (finishes Fri 12:13 -- 506/h)
20240913-10:37:25 nb_generated 551 model 2 (finishes Fri 12:18 -- 492/h)
20240913-10:37:31 nb_generated 543 model 7 (finishes Fri 12:14 -- 505/h)
20240913-10:37:33 nb_generated 552 model 4 (finishes Fri 12:18 -- 492/h)
20240913-10:37:40 nb_generated 543 model 4 (finishes Fri 12:14 -- 503/h)
20240913-10:37:41 nb_generated 553 model 4 (finishes Fri 12:18 -- 490/h)
20240913-10:37:51 nb_generated 556 model 5 (finishes Fri 12:17 -- 492/h)
20240913-10:37:52 nb_generated 544 model 5 (finishes Fri 12:14 -- 503/h)
20240913-10:38:00 nb_generated 546 model 9 (finishes Fri 12:14 -- 502/h)
20240913-10:38:01 nb_generated 559 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:38:10 nb_generated 560 model 1 (finishes Fri 12:17 -- 493/h)
20240913-10:38:13 nb_generated 547 model 6 (finishes Fri 12:15 -- 502/h)
20240913-10:38:18 nb_generated 560 model 0 (finishes Fri 12:18 -- 492/h)
20240913-10:38:22 nb_generated 547 model 8 (finishes Fri 12:15 -- 500/h)
20240913-10:38:28 nb_generated 560 model 0 (finishes Fri 12:18 -- 490/h)
20240913-10:38:38 nb_generated 549 model 9 (finishes Fri 12:15 -- 499/h)
20240913-10:38:41 nb_generated 561 model 9 (finishes Fri 12:18 -- 489/h)
20240913-10:38:48 nb_generated 549 model 2 (finishes Fri 12:16 -- 497/h)
20240913-10:38:51 nb_generated 562 model 2 (finishes Fri 12:19 -- 489/h)
20240913-10:39:00 nb_generated 565 model 1 (finishes Fri 12:18 -- 490/h)
20240913-10:39:02 nb_generated 550 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:39:08 nb_generated 568 model 7 (finishes Fri 12:18 -- 492/h)
20240913-10:39:13 nb_generated 552 model 5 (finishes Fri 12:16 -- 497/h)
20240913-10:39:21 nb_generated 570 model 0 (finishes Fri 12:18 -- 491/h)
20240913-10:39:23 nb_generated 553 model 4 (finishes Fri 12:16 -- 496/h)
20240913-10:39:31 nb_generated 555 model 5 (finishes Fri 12:16 -- 497/h)
20240913-10:39:38 nb_generated 570 model 9 (finishes Fri 12:19 -- 488/h)
20240913-10:39:39 nb_generated 555 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:39:47 nb_generated 571 model 5 (finishes Fri 12:19 -- 488/h)
20240913-10:39:47 nb_generated 556 model 0 (finishes Fri 12:16 -- 496/h)
20240913-10:39:54 nb_generated 557 model 4 (finishes Fri 12:17 -- 495/h)
20240913-10:39:58 nb_generated 571 model 6 (finishes Fri 12:19 -- 486/h)
20240913-10:40:04 nb_generated 558 model 2 (finishes Fri 12:17 -- 494/h)
20240913-10:40:09 nb_generated 571 model 1 (finishes Fri 12:20 -- 485/h)
20240913-10:40:17 nb_generated 559 model 8 (finishes Fri 12:17 -- 494/h)
20240913-10:40:20 nb_generated 572 model 2 (finishes Fri 12:20 -- 484/h)
20240913-10:40:24 nb_generated 560 model 5 (finishes Fri 12:17 -- 494/h)
20240913-10:40:29 nb_generated 574 model 7 (finishes Fri 12:20 -- 485/h)
20240913-10:40:35 nb_generated 566 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:40:37 nb_generated 575 model 3 (finishes Fri 12:20 -- 484/h)
20240913-10:40:45 nb_generated 568 model 8 (finishes Fri 12:15 -- 499/h)
20240913-10:40:46 nb_generated 578 model 5 (finishes Fri 12:19 -- 486/h)
20240913-10:40:54 nb_generated 582 model 7 (finishes Fri 12:18 -- 489/h)
20240913-10:40:58 nb_generated 569 model 1 (finishes Fri 12:16 -- 498/h)
20240913-10:41:02 nb_generated 584 model 4 (finishes Fri 12:18 -- 489/h)
20240913-10:41:10 nb_generated 570 model 9 (finishes Fri 12:16 -- 498/h)
20240913-10:41:11 nb_generated 588 model 5 (finishes Fri 12:18 -- 492/h)
20240913-10:41:17 nb_generated 572 model 3 (finishes Fri 12:16 -- 498/h)
20240913-10:41:22 nb_generated 588 model 5 (finishes Fri 12:18 -- 490/h)
20240913-10:41:27 nb_generated 575 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:41:36 nb_generated 576 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:41:38 nb_generated 590 model 1 (finishes Fri 12:18 -- 490/h)
20240913-10:41:48 nb_generated 593 model 6 (finishes Fri 12:18 -- 490/h)
20240913-10:41:49 nb_generated 577 model 1 (finishes Fri 12:16 -- 497/h)
20240913-10:41:59 nb_generated 578 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:42:01 nb_generated 596 model 4 (finishes Fri 12:18 -- 490/h)
20240913-10:42:10 nb_generated 579 model 2 (finishes Fri 12:17 -- 495/h)
20240913-10:42:13 nb_generated 599 model 2 (finishes Fri 12:18 -- 490/h)
20240913-10:42:21 nb_generated 600 model 3 (finishes Fri 12:18 -- 489/h)
20240913-10:42:24 nb_generated 581 model 8 (finishes Fri 12:17 -- 495/h)
20240913-10:42:34 nb_generated 600 model 9 (finishes Fri 12:19 -- 487/h)
20240913-10:42:36 nb_generated 581 model 0 (finishes Fri 12:17 -- 493/h)
20240913-10:42:47 nb_generated 581 model 8 (finishes Fri 12:18 -- 492/h)
20240913-10:42:54 nb_generated 584 model 7 (finishes Fri 12:17 -- 494/h)
20240913-10:42:54 nb_generated 601 model 8 (finishes Fri 12:20 -- 486/h)
20240913-10:43:02 nb_generated 587 model 1 (finishes Fri 12:17 -- 495/h)
20240913-10:43:03 nb_generated 605 model 5 (finishes Fri 12:19 -- 488/h)
20240913-10:43:09 nb_generated 588 model 4 (finishes Fri 12:17 -- 495/h)
20240913-10:43:13 nb_generated 605 model 0 (finishes Fri 12:19 -- 487/h)
20240913-10:43:20 nb_generated 588 model 2 (finishes Fri 12:17 -- 493/h)
20240913-10:43:24 nb_generated 606 model 0 (finishes Fri 12:19 -- 487/h)
20240913-10:43:28 nb_generated 590 model 7 (finishes Fri 12:17 -- 494/h)
20240913-10:43:34 nb_generated 610 model 1 (finishes Fri 12:19 -- 487/h)
20240913-10:43:38 nb_generated 591 model 0 (finishes Fri 12:17 -- 493/h)
20240913-10:43:47 nb_generated 612 model 9 (finishes Fri 12:19 -- 488/h)
20240913-10:43:55 nb_generated 592 model 8 (finishes Fri 12:18 -- 491/h)
20240913-10:44:00 nb_generated 614 model 5 (finishes Fri 12:19 -- 487/h)
20240913-10:44:08 nb_generated 617 model 0 (finishes Fri 12:19 -- 488/h)
20240913-10:44:09 nb_generated 592 model 0 (finishes Fri 12:19 -- 489/h)
20240913-10:44:15 nb_generated 619 model 7 (finishes Fri 12:19 -- 489/h)
20240913-10:44:22 nb_generated 592 model 1 (finishes Fri 12:19 -- 487/h)
20240913-10:44:27 nb_generated 621 model 1 (finishes Fri 12:19 -- 488/h)
20240913-10:44:35 nb_generated 621 model 1 (finishes Fri 12:19 -- 487/h)
20240913-10:44:40 nb_generated 594 model 8 (finishes Fri 12:20 -- 485/h)
20240913-10:44:42 nb_generated 622 model 1 (finishes Fri 12:19 -- 486/h)
20240913-10:44:50 nb_generated 624 model 2 (finishes Fri 12:19 -- 486/h)
20240913-10:44:54 nb_generated 598 model 8 (finishes Fri 12:19 -- 487/h)
20240913-10:44:57 nb_generated 624 model 4 (finishes Fri 12:20 -- 485/h)
20240913-10:45:08 nb_generated 598 model 8 (finishes Fri 12:20 -- 486/h)
20240913-10:45:09 nb_generated 626 model 7 (finishes Fri 12:20 -- 484/h)
20240913-10:45:18 nb_generated 629 model 6 (finishes Fri 12:19 -- 486/h)
20240913-10:45:26 nb_generated 599 model 8 (finishes Fri 12:20 -- 484/h)
20240913-10:45:29 nb_generated 629 model 5 (finishes Fri 12:20 -- 485/h)
20240913-10:45:39 nb_generated 630 model 0 (finishes Fri 12:20 -- 484/h)
20240913-10:45:48 nb_generated 633 model 1 (finishes Fri 12:20 -- 484/h)
20240913-10:45:53 nb_generated 599 model 8 (finishes Fri 12:21 -- 481/h)
20240913-10:45:55 nb_generated 636 model 4 (finishes Fri 12:19 -- 486/h)
20240913-10:46:01 nb_generated 601 model 2 (finishes Fri 12:21 -- 480/h)
20240913-10:46:02 nb_generated 638 model 5 (finishes Fri 12:19 -- 486/h)
20240913-10:46:10 nb_generated 602 model 7 (finishes Fri 12:21 -- 480/h)
20240913-10:46:17 nb_generated 640 model 8 (finishes Fri 12:19 -- 486/h)
20240913-10:46:18 nb_generated 603 model 2 (finishes Fri 12:21 -- 480/h)
20240913-10:46:30 nb_generated 643 model 1 (finishes Fri 12:19 -- 486/h)
20240913-10:46:31 nb_generated 605 model 0 (finishes Fri 12:21 -- 480/h)
20240913-10:46:43 nb_generated 609 model 8 (finishes Fri 12:21 -- 482/h)
20240913-10:46:46 nb_generated 645 model 8 (finishes Fri 12:19 -- 486/h)
20240913-10:46:58 nb_generated 609 model 8 (finishes Fri 12:21 -- 480/h)
20240913-10:47:04 nb_generated 647 model 1 (finishes Fri 12:19 -- 486/h)
20240913-10:47:06 nb_generated 611 model 1 (finishes Fri 12:21 -- 481/h)
20240913-10:47:11 nb_generated 652 model 3 (finishes Fri 12:19 -- 489/h)
20240913-10:47:18 nb_generated 656 model 6 (finishes Fri 12:18 -- 492/h)
20240913-10:47:19 nb_generated 612 model 0 (finishes Fri 12:21 -- 480/h)
20240913-10:47:27 nb_generated 612 model 1 (finishes Fri 12:22 -- 479/h)
20240913-10:47:29 nb_generated 656 model 7 (finishes Fri 12:18 -- 490/h)
20240913-10:47:36 nb_generated 661 model 3 (finishes Fri 12:17 -- 493/h)
20240913-10:47:38 nb_generated 614 model 6 (finishes Fri 12:22 -- 479/h)
20240913-10:47:44 nb_generated 663 model 3 (finishes Fri 12:17 -- 494/h)
20240913-10:47:45 nb_generated 615 model 7 (finishes Fri 12:21 -- 480/h)
20240913-10:47:52 nb_generated 666 model 2 (finishes Fri 12:17 -- 494/h)
20240913-10:47:56 nb_generated 617 model 4 (finishes Fri 12:21 -- 480/h)
20240913-10:48:01 nb_generated 668 model 3 (finishes Fri 12:17 -- 495/h)
20240913-10:48:11 nb_generated 670 model 4 (finishes Fri 12:17 -- 494/h)
20240913-10:48:11 nb_generated 618 model 6 (finishes Fri 12:22 -- 478/h)
20240913-10:48:19 nb_generated 672 model 5 (finishes Fri 12:17 -- 495/h)
20240913-10:48:20 nb_generated 619 model 6 (finishes Fri 12:22 -- 478/h)
20240913-10:48:31 nb_generated 672 model 2 (finishes Fri 12:17 -- 494/h)
20240913-10:48:34 nb_generated 621 model 6 (finishes Fri 12:22 -- 477/h)
20240913-10:48:38 nb_generated 676 model 3 (finishes Fri 12:16 -- 496/h)
20240913-10:48:42 nb_generated 622 model 6 (finishes Fri 12:22 -- 477/h)
20240913-10:48:47 nb_generated 678 model 5 (finishes Fri 12:16 -- 496/h)
20240913-10:48:49 nb_generated 623 model 7 (finishes Fri 12:22 -- 477/h)
20240913-10:48:54 nb_generated 679 model 5 (finishes Fri 12:16 -- 496/h)
20240913-10:48:59 nb_generated 626 model 2 (finishes Fri 12:22 -- 478/h)
20240913-10:49:05 nb_generated 681 model 2 (finishes Fri 12:16 -- 496/h)
20240913-10:49:13 nb_generated 627 model 1 (finishes Fri 12:22 -- 477/h)
20240913-10:49:16 nb_generated 683 model 7 (finishes Fri 12:16 -- 496/h)
20240913-10:49:20 nb_generated 628 model 3 (finishes Fri 12:23 -- 476/h)
20240913-10:49:26 nb_generated 631 model 3 (finishes Fri 12:22 -- 477/h)
20240913-10:49:28 nb_generated 684 model 4 (finishes Fri 12:17 -- 495/h)
20240913-10:49:34 nb_generated 688 model 3 (finishes Fri 12:16 -- 496/h)
20240913-10:49:39 nb_generated 633 model 7 (finishes Fri 12:22 -- 478/h)
20240913-10:49:44 nb_generated 689 model 2 (finishes Fri 12:16 -- 496/h)
20240913-10:49:45 nb_generated 635 model 6 (finishes Fri 12:22 -- 479/h)
20240913-10:49:52 nb_generated 637 model 2 (finishes Fri 12:21 -- 480/h)
20240913-10:49:55 nb_generated 693 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:50:03 nb_generated 695 model 4 (finishes Fri 12:16 -- 497/h)
20240913-10:50:07 nb_generated 642 model 4 (finishes Fri 12:21 -- 482/h)
20240913-10:50:14 nb_generated 645 model 5 (finishes Fri 12:21 -- 482/h)
20240913-10:50:16 nb_generated 697 model 8 (finishes Fri 12:16 -- 497/h)
20240913-10:50:23 nb_generated 648 model 0 (finishes Fri 12:20 -- 484/h)
20240913-10:50:26 nb_generated 699 model 4 (finishes Fri 12:16 -- 496/h)
20240913-10:50:34 nb_generated 649 model 0 (finishes Fri 12:20 -- 483/h)
20240913-10:50:37 nb_generated 702 model 4 (finishes Fri 12:16 -- 496/h)
20240913-10:50:41 nb_generated 651 model 3 (finishes Fri 12:20 -- 484/h)
20240913-10:50:46 nb_generated 702 model 1 (finishes Fri 12:17 -- 495/h)
20240913-10:50:53 nb_generated 702 model 6 (finishes Fri 12:17 -- 494/h)
20240913-10:50:55 nb_generated 653 model 6 (finishes Fri 12:20 -- 484/h)
20240913-10:51:02 nb_generated 655 model 5 (finishes Fri 12:20 -- 485/h)
20240913-10:51:06 nb_generated 705 model 1 (finishes Fri 12:17 -- 495/h)
20240913-10:51:08 nb_generated 658 model 5 (finishes Fri 12:19 -- 486/h)
20240913-10:51:18 nb_generated 706 model 5 (finishes Fri 12:17 -- 495/h)
20240913-10:51:20 nb_generated 659 model 2 (finishes Fri 12:20 -- 484/h)
20240913-10:51:29 nb_generated 661 model 3 (finishes Fri 12:20 -- 484/h)
20240913-10:51:33 nb_generated 707 model 1 (finishes Fri 12:17 -- 494/h)
20240913-10:51:42 nb_generated 708 model 6 (finishes Fri 12:17 -- 494/h)
20240913-10:51:45 nb_generated 662 model 9 (finishes Fri 12:20 -- 483/h)
20240913-10:51:55 nb_generated 664 model 0 (finishes Fri 12:20 -- 484/h)
20240913-10:51:57 nb_generated 709 model 9 (finishes Fri 12:17 -- 493/h)
20240913-10:52:05 nb_generated 664 model 8 (finishes Fri 12:21 -- 483/h)
20240913-10:52:06 nb_generated 712 model 0 (finishes Fri 12:17 -- 494/h)
20240913-10:52:13 nb_generated 713 model 7 (finishes Fri 12:17 -- 494/h)
20240913-10:52:20 nb_generated 665 model 2 (finishes Fri 12:21 -- 482/h)
20240913-10:52:25 nb_generated 713 model 9 (finishes Fri 12:17 -- 493/h)
20240913-10:52:35 nb_generated 718 model 7 (finishes Fri 12:16 -- 496/h)
20240913-10:52:36 nb_generated 665 model 9 (finishes Fri 12:21 -- 480/h)
20240913-10:52:44 nb_generated 721 model 6 (finishes Fri 12:17 -- 495/h)
20240913-10:52:46 nb_generated 667 model 6 (finishes Fri 12:21 -- 480/h)
20240913-10:52:50 nb_generated 723 model 4 (finishes Fri 12:16 -- 496/h)
20240913-10:52:54 nb_generated 668 model 7 (finishes Fri 12:21 -- 480/h)
20240913-10:52:58 nb_generated 726 model 3 (finishes Fri 12:16 -- 498/h)
20240913-10:53:05 nb_generated 671 model 0 (finishes Fri 12:21 -- 481/h)
20240913-10:53:07 nb_generated 726 model 6 (finishes Fri 12:16 -- 496/h)
20240913-10:53:15 nb_generated 671 model 0 (finishes Fri 12:22 -- 480/h)
20240913-10:53:17 nb_generated 730 model 7 (finishes Fri 12:16 -- 498/h)
20240913-10:53:23 nb_generated 672 model 4 (finishes Fri 12:22 -- 480/h)
20240913-10:53:28 nb_generated 732 model 9 (finishes Fri 12:16 -- 498/h)
20240913-10:53:30 nb_generated 672 model 1 (finishes Fri 12:22 -- 479/h)
20240913-10:53:44 nb_generated 734 model 8 (finishes Fri 12:16 -- 497/h)
20240913-10:53:44 nb_generated 672 model 8 (finishes Fri 12:22 -- 477/h)
20240913-10:53:51 nb_generated 737 model 6 (finishes Fri 12:15 -- 499/h)
20240913-10:53:59 nb_generated 672 model 2 (finishes Fri 12:23 -- 475/h)
20240913-10:54:00 nb_generated 738 model 0 (finishes Fri 12:15 -- 499/h)
20240913-10:54:07 nb_generated 673 model 7 (finishes Fri 12:23 -- 474/h)
20240913-10:54:09 nb_generated 739 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:54:15 nb_generated 740 model 3 (finishes Fri 12:16 -- 497/h)
20240913-10:54:16 nb_generated 674 model 4 (finishes Fri 12:23 -- 474/h)
20240913-10:54:29 nb_generated 744 model 1 (finishes Fri 12:15 -- 499/h)
20240913-10:54:29 nb_generated 676 model 4 (finishes Fri 12:23 -- 473/h)
20240913-10:54:36 nb_generated 678 model 4 (finishes Fri 12:23 -- 474/h)
20240913-10:54:38 nb_generated 747 model 0 (finishes Fri 12:15 -- 499/h)
20240913-10:54:44 nb_generated 679 model 9 (finishes Fri 12:23 -- 474/h)
20240913-10:54:50 nb_generated 749 model 6 (finishes Fri 12:15 -- 499/h)
20240913-10:54:53 nb_generated 680 model 7 (finishes Fri 12:24 -- 473/h)
20240913-10:54:59 nb_generated 751 model 5 (finishes Fri 12:16 -- 499/h)
20240913-10:55:02 nb_generated 680 model 1 (finishes Fri 12:24 -- 472/h)
20240913-10:55:09 nb_generated 751 model 1 (finishes Fri 12:16 -- 498/h)
20240913-10:55:19 nb_generated 681 model 8 (finishes Fri 12:24 -- 471/h)
20240913-10:55:23 nb_generated 754 model 6 (finishes Fri 12:16 -- 498/h)
20240913-10:55:28 nb_generated 686 model 0 (finishes Fri 12:23 -- 474/h)
20240913-10:55:36 nb_generated 688 model 4 (finishes Fri 12:23 -- 475/h)
20240913-10:55:41 nb_generated 755 model 9 (finishes Fri 12:16 -- 496/h)
20240913-10:55:45 nb_generated 691 model 0 (finishes Fri 12:23 -- 476/h)
20240913-10:55:53 nb_generated 758 model 7 (finishes Fri 12:16 -- 497/h)
20240913-10:55:55 nb_generated 693 model 0 (finishes Fri 12:23 -- 476/h)
20240913-10:56:04 nb_generated 759 model 6 (finishes Fri 12:16 -- 497/h)
20240913-10:56:04 nb_generated 696 model 5 (finishes Fri 12:23 -- 476/h)
20240913-10:56:13 nb_generated 761 model 4 (finishes Fri 12:16 -- 498/h)
20240913-10:56:15 nb_generated 699 model 3 (finishes Fri 12:22 -- 478/h)
20240913-10:56:23 nb_generated 761 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:56:24 nb_generated 701 model 7 (finishes Fri 12:22 -- 479/h)
20240913-10:56:33 nb_generated 705 model 6 (finishes Fri 12:21 -- 480/h)
20240913-10:56:35 nb_generated 761 model 8 (finishes Fri 12:17 -- 495/h)
20240913-10:56:43 nb_generated 708 model 3 (finishes Fri 12:21 -- 481/h)
20240913-10:56:44 nb_generated 764 model 1 (finishes Fri 12:16 -- 497/h)
20240913-10:56:59 nb_generated 767 model 9 (finishes Fri 12:16 -- 496/h)
20240913-10:57:03 nb_generated 708 model 8 (finishes Fri 12:22 -- 479/h)
20240913-10:57:10 nb_generated 768 model 8 (finishes Fri 12:17 -- 495/h)
20240913-10:57:13 nb_generated 710 model 3 (finishes Fri 12:22 -- 479/h)
20240913-10:57:19 nb_generated 771 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:57:21 nb_generated 712 model 4 (finishes Fri 12:22 -- 478/h)
20240913-10:57:31 nb_generated 772 model 2 (finishes Fri 12:17 -- 495/h)
20240913-10:57:32 nb_generated 717 model 6 (finishes Fri 12:21 -- 480/h)
20240913-10:57:42 nb_generated 777 model 8 (finishes Fri 12:16 -- 497/h)
20240913-10:57:45 nb_generated 719 model 9 (finishes Fri 12:21 -- 480/h)
20240913-10:57:51 nb_generated 780 model 2 (finishes Fri 12:16 -- 498/h)
20240913-10:57:58 nb_generated 722 model 0 (finishes Fri 12:21 -- 481/h)
20240913-10:57:59 nb_generated 782 model 0 (finishes Fri 12:16 -- 498/h)
20240913-10:58:06 nb_generated 722 model 4 (finishes Fri 12:21 -- 480/h)
20240913-10:58:10 nb_generated 783 model 6 (finishes Fri 12:16 -- 497/h)
20240913-10:58:13 nb_generated 724 model 3 (finishes Fri 12:21 -- 481/h)
20240913-10:58:21 nb_generated 783 model 1 (finishes Fri 12:16 -- 496/h)
20240913-10:58:23 nb_generated 726 model 1 (finishes Fri 12:21 -- 480/h)
20240913-10:58:30 nb_generated 783 model 7 (finishes Fri 12:17 -- 495/h)
20240913-10:58:32 nb_generated 727 model 6 (finishes Fri 12:21 -- 480/h)
20240913-10:58:41 nb_generated 786 model 6 (finishes Fri 12:17 -- 495/h)
20240913-10:58:41 nb_generated 729 model 0 (finishes Fri 12:21 -- 481/h)
20240913-10:58:48 nb_generated 731 model 4 (finishes Fri 12:21 -- 481/h)
20240913-10:58:49 nb_generated 789 model 2 (finishes Fri 12:16 -- 496/h)
20240913-10:58:59 nb_generated 735 model 1 (finishes Fri 12:20 -- 483/h)
20240913-10:59:05 nb_generated 792 model 6 (finishes Fri 12:17 -- 495/h)
20240913-10:59:05 nb_generated 736 model 3 (finishes Fri 12:21 -- 482/h)
20240913-10:59:15 nb_generated 736 model 2 (finishes Fri 12:21 -- 481/h)
20240913-10:59:20 nb_generated 796 model 9 (finishes Fri 12:16 -- 497/h)
20240913-10:59:22 nb_generated 737 model 5 (finishes Fri 12:21 -- 481/h)
20240913-10:59:30 nb_generated 738 model 5 (finishes Fri 12:21 -- 481/h)
20240913-10:59:41 nb_generated 797 model 9 (finishes Fri 12:17 -- 495/h)
20240913-10:59:43 nb_generated 739 model 6 (finishes Fri 12:21 -- 480/h)
20240913-10:59:56 nb_generated 742 model 5 (finishes Fri 12:21 -- 481/h)
20240913-10:59:57 nb_generated 798 model 9 (finishes Fri 12:17 -- 494/h)
20240913-11:00:03 nb_generated 803 model 5 (finishes Fri 12:16 -- 496/h)
20240913-11:00:06 nb_generated 742 model 6 (finishes Fri 12:21 -- 480/h)
20240913-11:00:20 nb_generated 743 model 9 (finishes Fri 12:22 -- 479/h)
20240913-11:00:25 nb_generated 804 model 8 (finishes Fri 12:17 -- 495/h)
20240913-11:00:32 nb_generated 744 model 6 (finishes Fri 12:22 -- 478/h)
20240913-11:00:36 nb_generated 804 model 2 (finishes Fri 12:17 -- 493/h)
20240913-11:00:43 nb_generated 804 model 2 (finishes Fri 12:17 -- 493/h)
20240913-11:00:43 nb_generated 744 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:00:50 nb_generated 746 model 5 (finishes Fri 12:22 -- 478/h)
20240913-11:00:53 nb_generated 806 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:01:00 nb_generated 749 model 6 (finishes Fri 12:22 -- 478/h)
20240913-11:01:02 nb_generated 807 model 4 (finishes Fri 12:17 -- 493/h)
20240913-11:01:08 nb_generated 809 model 3 (finishes Fri 12:17 -- 494/h)
20240913-11:01:09 nb_generated 750 model 9 (finishes Fri 12:22 -- 478/h)
20240913-11:01:19 nb_generated 752 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:01:20 nb_generated 813 model 8 (finishes Fri 12:17 -- 495/h)
20240913-11:01:26 nb_generated 755 model 1 (finishes Fri 12:22 -- 478/h)
20240913-11:01:37 nb_generated 756 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:01:38 nb_generated 813 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:01:44 nb_generated 757 model 5 (finishes Fri 12:22 -- 478/h)
20240913-11:01:45 nb_generated 815 model 5 (finishes Fri 12:17 -- 494/h)
20240913-11:01:52 nb_generated 758 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:01:59 nb_generated 817 model 8 (finishes Fri 12:17 -- 494/h)
20240913-11:02:01 nb_generated 760 model 5 (finishes Fri 12:22 -- 479/h)
20240913-11:02:08 nb_generated 820 model 6 (finishes Fri 12:17 -- 494/h)
20240913-11:02:10 nb_generated 762 model 0 (finishes Fri 12:22 -- 478/h)
20240913-11:02:22 nb_generated 765 model 2 (finishes Fri 12:21 -- 480/h)
20240913-11:02:24 nb_generated 820 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:02:31 nb_generated 767 model 4 (finishes Fri 12:21 -- 480/h)
20240913-11:02:32 nb_generated 823 model 3 (finishes Fri 12:17 -- 494/h)
20240913-11:02:46 nb_generated 768 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:02:47 nb_generated 823 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:02:58 nb_generated 825 model 6 (finishes Fri 12:17 -- 493/h)
20240913-11:03:03 nb_generated 771 model 8 (finishes Fri 12:21 -- 480/h)
20240913-11:03:09 nb_generated 828 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:03:13 nb_generated 772 model 6 (finishes Fri 12:22 -- 479/h)
20240913-11:03:24 nb_generated 772 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:03:25 nb_generated 829 model 6 (finishes Fri 12:17 -- 492/h)
20240913-11:03:32 nb_generated 774 model 1 (finishes Fri 12:22 -- 479/h)
20240913-11:03:33 nb_generated 831 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:03:41 nb_generated 831 model 9 (finishes Fri 12:17 -- 492/h)
20240913-11:03:42 nb_generated 776 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:03:50 nb_generated 779 model 4 (finishes Fri 12:21 -- 480/h)
20240913-11:03:56 nb_generated 833 model 9 (finishes Fri 12:17 -- 492/h)
20240913-11:03:59 nb_generated 780 model 7 (finishes Fri 12:21 -- 480/h)
20240913-11:04:05 nb_generated 834 model 3 (finishes Fri 12:18 -- 491/h)
20240913-11:04:12 nb_generated 780 model 8 (finishes Fri 12:22 -- 479/h)
20240913-11:04:20 nb_generated 837 model 8 (finishes Fri 12:18 -- 492/h)
20240913-11:04:28 nb_generated 838 model 6 (finishes Fri 12:18 -- 492/h)
20240913-11:04:33 nb_generated 781 model 8 (finishes Fri 12:22 -- 478/h)
20240913-11:04:34 nb_generated 840 model 7 (finishes Fri 12:17 -- 493/h)
20240913-11:04:43 nb_generated 781 model 3 (finishes Fri 12:22 -- 477/h)
20240913-11:04:48 nb_generated 842 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:04:52 nb_generated 781 model 4 (finishes Fri 12:23 -- 476/h)
20240913-11:04:58 nb_generated 844 model 2 (finishes Fri 12:17 -- 493/h)
20240913-11:05:01 nb_generated 783 model 4 (finishes Fri 12:23 -- 476/h)
20240913-11:05:06 nb_generated 845 model 5 (finishes Fri 12:17 -- 493/h)
20240913-11:05:11 nb_generated 783 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:05:14 nb_generated 848 model 5 (finishes Fri 12:17 -- 493/h)
20240913-11:05:23 nb_generated 785 model 9 (finishes Fri 12:23 -- 474/h)
20240913-11:05:27 nb_generated 849 model 2 (finishes Fri 12:18 -- 492/h)
20240913-11:05:32 nb_generated 788 model 5 (finishes Fri 12:23 -- 476/h)
20240913-11:05:35 nb_generated 852 model 3 (finishes Fri 12:17 -- 493/h)
20240913-11:05:39 nb_generated 792 model 3 (finishes Fri 12:22 -- 478/h)
20240913-11:05:46 nb_generated 854 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:05:53 nb_generated 857 model 4 (finishes Fri 12:17 -- 494/h)
20240913-11:05:57 nb_generated 792 model 9 (finishes Fri 12:23 -- 476/h)
20240913-11:05:59 nb_generated 859 model 6 (finishes Fri 12:17 -- 495/h)
20240913-11:06:08 nb_generated 793 model 7 (finishes Fri 12:23 -- 476/h)
20240913-11:06:15 nb_generated 795 model 4 (finishes Fri 12:22 -- 477/h)
20240913-11:06:19 nb_generated 861 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:06:23 nb_generated 798 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:06:29 nb_generated 862 model 1 (finishes Fri 12:17 -- 492/h)
20240913-11:06:33 nb_generated 798 model 2 (finishes Fri 12:23 -- 476/h)
20240913-11:06:38 nb_generated 864 model 4 (finishes Fri 12:18 -- 492/h)
20240913-11:06:39 nb_generated 800 model 5 (finishes Fri 12:22 -- 477/h)
20240913-11:06:46 nb_generated 801 model 1 (finishes Fri 12:22 -- 477/h)
20240913-11:06:47 nb_generated 867 model 4 (finishes Fri 12:18 -- 492/h)
20240913-11:06:57 nb_generated 870 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:06:59 nb_generated 801 model 6 (finishes Fri 12:23 -- 476/h)
20240913-11:07:06 nb_generated 806 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:07:08 nb_generated 872 model 4 (finishes Fri 12:17 -- 493/h)
20240913-11:07:13 nb_generated 808 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:07:21 nb_generated 872 model 0 (finishes Fri 12:17 -- 492/h)
20240913-11:07:24 nb_generated 810 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:07:31 nb_generated 811 model 7 (finishes Fri 12:22 -- 479/h)
20240913-11:07:32 nb_generated 875 model 0 (finishes Fri 12:17 -- 493/h)
20240913-11:07:37 nb_generated 815 model 3 (finishes Fri 12:21 -- 481/h)
20240913-11:07:43 nb_generated 880 model 8 (finishes Fri 12:17 -- 494/h)
20240913-11:07:46 nb_generated 819 model 0 (finishes Fri 12:20 -- 483/h)
20240913-11:07:53 nb_generated 881 model 2 (finishes Fri 12:17 -- 493/h)
20240913-11:07:56 nb_generated 819 model 1 (finishes Fri 12:21 -- 482/h)
20240913-11:08:01 nb_generated 882 model 1 (finishes Fri 12:17 -- 493/h)
20240913-11:08:04 nb_generated 819 model 7 (finishes Fri 12:21 -- 481/h)
20240913-11:08:11 nb_generated 883 model 2 (finishes Fri 12:17 -- 493/h)
20240913-11:08:11 nb_generated 821 model 3 (finishes Fri 12:21 -- 482/h)
20240913-11:08:18 nb_generated 884 model 6 (finishes Fri 12:17 -- 493/h)
20240913-11:08:19 nb_generated 821 model 2 (finishes Fri 12:21 -- 481/h)
20240913-11:08:26 nb_generated 884 model 4 (finishes Fri 12:17 -- 492/h)
20240913-11:08:32 nb_generated 821 model 9 (finishes Fri 12:21 -- 480/h)
20240913-11:08:34 nb_generated 887 model 1 (finishes Fri 12:17 -- 492/h)
20240913-11:08:45 nb_generated 888 model 1 (finishes Fri 12:18 -- 492/h)
20240913-11:08:47 nb_generated 822 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:08:54 nb_generated 890 model 7 (finishes Fri 12:17 -- 492/h)
20240913-11:08:57 nb_generated 824 model 9 (finishes Fri 12:22 -- 479/h)
20240913-11:09:01 nb_generated 891 model 2 (finishes Fri 12:17 -- 492/h)
20240913-11:09:08 nb_generated 827 model 2 (finishes Fri 12:22 -- 480/h)
20240913-11:09:16 nb_generated 892 model 8 (finishes Fri 12:18 -- 492/h)
20240913-11:09:18 nb_generated 828 model 2 (finishes Fri 12:22 -- 479/h)
20240913-11:09:25 nb_generated 893 model 5 (finishes Fri 12:18 -- 491/h)
20240913-11:09:30 nb_generated 828 model 9 (finishes Fri 12:22 -- 478/h)
20240913-11:09:39 nb_generated 894 model 2 (finishes Fri 12:18 -- 491/h)
20240913-11:09:40 nb_generated 829 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:09:48 nb_generated 895 model 6 (finishes Fri 12:18 -- 490/h)
20240913-11:09:52 nb_generated 830 model 5 (finishes Fri 12:22 -- 477/h)
20240913-11:09:57 nb_generated 833 model 3 (finishes Fri 12:22 -- 479/h)
20240913-11:09:59 nb_generated 897 model 8 (finishes Fri 12:18 -- 490/h)
20240913-11:10:09 nb_generated 833 model 9 (finishes Fri 12:22 -- 478/h)
20240913-11:10:12 nb_generated 897 model 9 (finishes Fri 12:19 -- 488/h)
20240913-11:10:19 nb_generated 835 model 6 (finishes Fri 12:22 -- 478/h)
20240913-11:10:21 nb_generated 902 model 7 (finishes Fri 12:18 -- 491/h)
20240913-11:10:29 nb_generated 903 model 8 (finishes Fri 12:18 -- 491/h)
20240913-11:10:34 nb_generated 837 model 1 (finishes Fri 12:22 -- 478/h)
20240913-11:10:40 nb_generated 904 model 1 (finishes Fri 12:18 -- 491/h)
20240913-11:10:44 nb_generated 840 model 9 (finishes Fri 12:22 -- 479/h)
20240913-11:10:50 nb_generated 846 model 5 (finishes Fri 12:21 -- 481/h)
20240913-11:10:53 nb_generated 905 model 2 (finishes Fri 12:18 -- 490/h)
20240913-11:11:00 nb_generated 907 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:11:08 nb_generated 847 model 9 (finishes Fri 12:21 -- 480/h)
20240913-11:11:09 nb_generated 907 model 4 (finishes Fri 12:18 -- 489/h)
20240913-11:11:18 nb_generated 908 model 1 (finishes Fri 12:18 -- 489/h)
20240913-11:11:19 nb_generated 850 model 6 (finishes Fri 12:21 -- 481/h)
20240913-11:11:27 nb_generated 852 model 6 (finishes Fri 12:21 -- 481/h)
20240913-11:11:32 nb_generated 909 model 2 (finishes Fri 12:19 -- 488/h)
20240913-11:11:36 nb_generated 852 model 1 (finishes Fri 12:21 -- 480/h)
20240913-11:11:41 nb_generated 909 model 1 (finishes Fri 12:19 -- 487/h)
20240913-11:11:46 nb_generated 854 model 4 (finishes Fri 12:21 -- 480/h)
20240913-11:11:49 nb_generated 912 model 7 (finishes Fri 12:19 -- 487/h)
20240913-11:11:55 nb_generated 856 model 5 (finishes Fri 12:21 -- 481/h)
20240913-11:12:01 nb_generated 859 model 3 (finishes Fri 12:21 -- 482/h)
20240913-11:12:02 nb_generated 914 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:12:13 nb_generated 860 model 5 (finishes Fri 12:21 -- 482/h)
20240913-11:12:16 nb_generated 916 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:12:25 nb_generated 861 model 1 (finishes Fri 12:21 -- 481/h)
20240913-11:12:28 nb_generated 917 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:12:36 nb_generated 919 model 7 (finishes Fri 12:19 -- 487/h)
20240913-11:12:38 nb_generated 861 model 8 (finishes Fri 12:22 -- 480/h)
20240913-11:12:47 nb_generated 863 model 6 (finishes Fri 12:22 -- 479/h)
20240913-11:12:48 nb_generated 920 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:12:56 nb_generated 922 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:12:59 nb_generated 866 model 6 (finishes Fri 12:22 -- 479/h)
20240913-11:13:03 nb_generated 923 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:13:09 nb_generated 868 model 7 (finishes Fri 12:22 -- 479/h)
20240913-11:13:11 nb_generated 924 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:13:19 nb_generated 925 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:13:22 nb_generated 871 model 8 (finishes Fri 12:21 -- 480/h)
20240913-11:13:29 nb_generated 930 model 6 (finishes Fri 12:19 -- 488/h)
20240913-11:13:30 nb_generated 873 model 7 (finishes Fri 12:21 -- 481/h)
20240913-11:13:39 nb_generated 878 model 2 (finishes Fri 12:21 -- 482/h)
20240913-11:13:40 nb_generated 931 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:13:46 nb_generated 879 model 5 (finishes Fri 12:21 -- 482/h)
20240913-11:13:53 nb_generated 934 model 9 (finishes Fri 12:19 -- 488/h)
20240913-11:13:54 nb_generated 881 model 9 (finishes Fri 12:21 -- 482/h)
20240913-11:14:03 nb_generated 938 model 5 (finishes Fri 12:19 -- 489/h)
20240913-11:14:04 nb_generated 882 model 4 (finishes Fri 12:21 -- 482/h)
20240913-11:14:11 nb_generated 883 model 0 (finishes Fri 12:21 -- 481/h)
20240913-11:14:12 nb_generated 941 model 7 (finishes Fri 12:18 -- 490/h)
20240913-11:14:26 nb_generated 941 model 8 (finishes Fri 12:19 -- 489/h)
20240913-11:14:27 nb_generated 883 model 4 (finishes Fri 12:21 -- 480/h)
20240913-11:14:34 nb_generated 943 model 2 (finishes Fri 12:18 -- 489/h)
20240913-11:14:39 nb_generated 885 model 9 (finishes Fri 12:22 -- 479/h)
20240913-11:14:45 nb_generated 944 model 4 (finishes Fri 12:18 -- 489/h)
20240913-11:14:56 nb_generated 944 model 0 (finishes Fri 12:19 -- 488/h)
20240913-11:14:57 nb_generated 885 model 9 (finishes Fri 12:22 -- 478/h)
20240913-11:15:05 nb_generated 946 model 7 (finishes Fri 12:19 -- 488/h)
20240913-11:15:06 nb_generated 887 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:15:13 nb_generated 887 model 3 (finishes Fri 12:22 -- 477/h)
20240913-11:15:17 nb_generated 947 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:15:22 nb_generated 888 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:15:25 nb_generated 949 model 1 (finishes Fri 12:19 -- 488/h)
20240913-11:15:33 nb_generated 888 model 9 (finishes Fri 12:23 -- 476/h)
20240913-11:15:39 nb_generated 951 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:15:49 nb_generated 954 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:15:54 nb_generated 888 model 9 (finishes Fri 12:23 -- 474/h)
20240913-11:15:56 nb_generated 956 model 5 (finishes Fri 12:19 -- 488/h)
20240913-11:16:07 nb_generated 889 model 9 (finishes Fri 12:23 -- 474/h)
20240913-11:16:11 nb_generated 959 model 6 (finishes Fri 12:19 -- 489/h)
20240913-11:16:13 nb_generated 892 model 3 (finishes Fri 12:23 -- 475/h)
20240913-11:16:19 nb_generated 961 model 0 (finishes Fri 12:18 -- 489/h)
20240913-11:16:23 nb_generated 894 model 2 (finishes Fri 12:23 -- 475/h)
20240913-11:16:32 nb_generated 895 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:16:32 nb_generated 963 model 8 (finishes Fri 12:18 -- 489/h)
20240913-11:16:42 nb_generated 964 model 8 (finishes Fri 12:18 -- 489/h)
20240913-11:16:48 nb_generated 896 model 8 (finishes Fri 12:23 -- 475/h)
20240913-11:16:52 nb_generated 964 model 9 (finishes Fri 12:19 -- 488/h)
20240913-11:16:58 nb_generated 898 model 7 (finishes Fri 12:23 -- 474/h)
20240913-11:17:04 nb_generated 964 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:17:15 nb_generated 966 model 4 (finishes Fri 12:19 -- 487/h)
20240913-11:17:16 nb_generated 899 model 8 (finishes Fri 12:23 -- 474/h)
20240913-11:17:21 nb_generated 901 model 3 (finishes Fri 12:23 -- 474/h)
20240913-11:17:31 nb_generated 904 model 4 (finishes Fri 12:23 -- 475/h)
20240913-11:17:37 nb_generated 966 model 8 (finishes Fri 12:20 -- 485/h)
20240913-11:17:38 nb_generated 905 model 5 (finishes Fri 12:23 -- 475/h)
20240913-11:17:45 nb_generated 967 model 7 (finishes Fri 12:20 -- 485/h)
20240913-11:17:47 nb_generated 908 model 4 (finishes Fri 12:23 -- 476/h)
20240913-11:17:51 nb_generated 969 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:17:55 nb_generated 909 model 5 (finishes Fri 12:23 -- 476/h)
20240913-11:18:02 nb_generated 913 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:18:04 nb_generated 971 model 0 (finishes Fri 12:20 -- 484/h)
20240913-11:18:12 nb_generated 972 model 4 (finishes Fri 12:20 -- 484/h)
20240913-11:18:14 nb_generated 916 model 2 (finishes Fri 12:22 -- 479/h)
20240913-11:18:18 nb_generated 974 model 3 (finishes Fri 12:20 -- 485/h)
20240913-11:18:22 nb_generated 916 model 1 (finishes Fri 12:22 -- 478/h)
20240913-11:18:27 nb_generated 975 model 0 (finishes Fri 12:20 -- 484/h)
20240913-11:18:33 nb_generated 981 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:18:37 nb_generated 916 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:18:48 nb_generated 919 model 3 (finishes Fri 12:22 -- 478/h)
20240913-11:18:55 nb_generated 921 model 4 (finishes Fri 12:22 -- 477/h)
20240913-11:18:56 nb_generated 984 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:19:06 nb_generated 984 model 4 (finishes Fri 12:19 -- 486/h)
20240913-11:19:10 nb_generated 921 model 9 (finishes Fri 12:23 -- 476/h)
20240913-11:19:12 nb_generated 986 model 4 (finishes Fri 12:19 -- 486/h)
20240913-11:19:24 nb_generated 989 model 7 (finishes Fri 12:19 -- 486/h)
20240913-11:19:28 nb_generated 922 model 9 (finishes Fri 12:23 -- 475/h)
20240913-11:19:40 nb_generated 991 model 9 (finishes Fri 12:20 -- 486/h)
20240913-11:19:40 nb_generated 923 model 1 (finishes Fri 12:23 -- 475/h)
20240913-11:19:48 nb_generated 996 model 4 (finishes Fri 12:19 -- 486/h)
20240913-11:19:57 nb_generated 999 model 6 (finishes Fri 12:19 -- 487/h)
20240913-11:19:57 nb_generated 924 model 8 (finishes Fri 12:23 -- 474/h)
20240913-11:20:10 nb_generated 926 model 6 (finishes Fri 12:23 -- 474/h)
20240913-11:20:10 nb_generated 1001 model 1 (finishes Fri 12:19 -- 488/h)
20240913-11:20:18 nb_generated 1002 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:20:20 nb_generated 928 model 1 (finishes Fri 12:23 -- 474/h)
20240913-11:20:26 nb_generated 930 model 3 (finishes Fri 12:23 -- 475/h)
20240913-11:20:32 nb_generated 1003 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:20:38 nb_generated 931 model 3 (finishes Fri 12:23 -- 474/h)
20240913-11:20:40 nb_generated 1005 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:20:47 nb_generated 936 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:20:52 nb_generated 1005 model 9 (finishes Fri 12:19 -- 486/h)
20240913-11:20:54 nb_generated 938 model 4 (finishes Fri 12:23 -- 475/h)
20240913-11:21:03 nb_generated 1008 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:21:04 nb_generated 940 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:21:09 nb_generated 1013 model 3 (finishes Fri 12:19 -- 489/h)
20240913-11:21:12 nb_generated 943 model 3 (finishes Fri 12:23 -- 476/h)
20240913-11:21:18 nb_generated 1018 model 7 (finishes Fri 12:18 -- 491/h)
20240913-11:21:21 nb_generated 946 model 0 (finishes Fri 12:23 -- 476/h)
20240913-11:21:26 nb_generated 1022 model 4 (finishes Fri 12:18 -- 492/h)
20240913-11:21:31 nb_generated 946 model 9 (finishes Fri 12:23 -- 476/h)
20240913-11:21:35 nb_generated 1024 model 6 (finishes Fri 12:17 -- 492/h)
20240913-11:21:41 nb_generated 947 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:21:46 nb_generated 1026 model 5 (finishes Fri 12:17 -- 493/h)
20240913-11:21:54 nb_generated 1029 model 1 (finishes Fri 12:17 -- 493/h)
20240913-11:21:56 nb_generated 950 model 9 (finishes Fri 12:23 -- 476/h)
20240913-11:22:05 nb_generated 1029 model 6 (finishes Fri 12:18 -- 492/h)
20240913-11:22:07 nb_generated 953 model 1 (finishes Fri 12:23 -- 476/h)
20240913-11:22:17 nb_generated 957 model 3 (finishes Fri 12:22 -- 477/h)
20240913-11:22:17 nb_generated 1032 model 9 (finishes Fri 12:17 -- 493/h)
20240913-11:22:27 nb_generated 959 model 0 (finishes Fri 12:22 -- 478/h)
20240913-11:22:33 nb_generated 1033 model 8 (finishes Fri 12:17 -- 492/h)
20240913-11:22:37 nb_generated 962 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:22:40 nb_generated 1034 model 3 (finishes Fri 12:18 -- 492/h)
20240913-11:22:47 nb_generated 964 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:22:48 nb_generated 1035 model 4 (finishes Fri 12:18 -- 492/h)
20240913-11:22:57 nb_generated 966 model 9 (finishes Fri 12:22 -- 479/h)
20240913-11:22:58 nb_generated 1037 model 7 (finishes Fri 12:18 -- 491/h)
20240913-11:23:04 nb_generated 968 model 4 (finishes Fri 12:22 -- 479/h)
20240913-11:23:06 nb_generated 1037 model 5 (finishes Fri 12:18 -- 490/h)
20240913-11:23:13 nb_generated 968 model 3 (finishes Fri 12:22 -- 478/h)
20240913-11:23:16 nb_generated 1039 model 7 (finishes Fri 12:18 -- 490/h)
20240913-11:23:22 nb_generated 968 model 3 (finishes Fri 12:22 -- 478/h)
20240913-11:23:23 nb_generated 1041 model 5 (finishes Fri 12:18 -- 490/h)
20240913-11:23:29 nb_generated 972 model 3 (finishes Fri 12:21 -- 480/h)
20240913-11:23:29 nb_generated 1043 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:23:36 nb_generated 1044 model 6 (finishes Fri 12:18 -- 490/h)
20240913-11:23:39 nb_generated 974 model 0 (finishes Fri 12:22 -- 479/h)
20240913-11:23:43 nb_generated 1045 model 1 (finishes Fri 12:18 -- 490/h)
20240913-11:23:50 nb_generated 976 model 1 (finishes Fri 12:22 -- 479/h)
20240913-11:23:56 nb_generated 1048 model 1 (finishes Fri 12:18 -- 491/h)
20240913-11:24:02 nb_generated 977 model 8 (finishes Fri 12:22 -- 478/h)
20240913-11:24:05 nb_generated 1050 model 1 (finishes Fri 12:18 -- 491/h)
20240913-11:24:11 nb_generated 1053 model 3 (finishes Fri 12:18 -- 491/h)
20240913-11:24:20 nb_generated 1054 model 4 (finishes Fri 12:18 -- 491/h)
20240913-11:24:21 nb_generated 977 model 9 (finishes Fri 12:22 -- 477/h)
20240913-11:24:31 nb_generated 980 model 4 (finishes Fri 12:22 -- 478/h)
20240913-11:24:35 nb_generated 1055 model 8 (finishes Fri 12:18 -- 491/h)
20240913-11:24:38 nb_generated 980 model 7 (finishes Fri 12:22 -- 477/h)
20240913-11:24:46 nb_generated 981 model 6 (finishes Fri 12:23 -- 476/h)
20240913-11:24:48 nb_generated 1056 model 0 (finishes Fri 12:18 -- 490/h)
20240913-11:24:56 nb_generated 1057 model 4 (finishes Fri 12:18 -- 490/h)
20240913-11:24:57 nb_generated 983 model 2 (finishes Fri 12:23 -- 476/h)
20240913-11:25:02 nb_generated 1057 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:25:09 nb_generated 985 model 5 (finishes Fri 12:23 -- 476/h)
20240913-11:25:13 nb_generated 1060 model 0 (finishes Fri 12:18 -- 490/h)
20240913-11:25:18 nb_generated 987 model 6 (finishes Fri 12:22 -- 477/h)
20240913-11:25:24 nb_generated 1060 model 9 (finishes Fri 12:18 -- 489/h)
20240913-11:25:30 nb_generated 988 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:25:32 nb_generated 1063 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:25:37 nb_generated 989 model 5 (finishes Fri 12:23 -- 476/h)
20240913-11:25:41 nb_generated 1064 model 6 (finishes Fri 12:18 -- 489/h)
20240913-11:25:50 nb_generated 1064 model 6 (finishes Fri 12:19 -- 489/h)
20240913-11:25:58 nb_generated 989 model 9 (finishes Fri 12:23 -- 474/h)
20240913-11:25:59 nb_generated 1068 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:26:06 nb_generated 991 model 5 (finishes Fri 12:23 -- 474/h)
20240913-11:26:09 nb_generated 1071 model 2 (finishes Fri 12:18 -- 490/h)
20240913-11:26:14 nb_generated 1074 model 3 (finishes Fri 12:18 -- 490/h)
20240913-11:26:16 nb_generated 991 model 9 (finishes Fri 12:23 -- 473/h)
20240913-11:26:25 nb_generated 1075 model 6 (finishes Fri 12:18 -- 490/h)
20240913-11:26:25 nb_generated 995 model 6 (finishes Fri 12:23 -- 475/h)
20240913-11:26:32 nb_generated 996 model 1 (finishes Fri 12:23 -- 475/h)
20240913-11:26:33 nb_generated 1075 model 4 (finishes Fri 12:18 -- 489/h)
20240913-11:26:50 nb_generated 1076 model 8 (finishes Fri 12:19 -- 489/h)
20240913-11:26:51 nb_generated 996 model 8 (finishes Fri 12:24 -- 473/h)
20240913-11:27:01 nb_generated 996 model 4 (finishes Fri 12:24 -- 472/h)
20240913-11:27:01 nb_generated 1077 model 3 (finishes Fri 12:19 -- 488/h)
20240913-11:27:09 nb_generated 1077 model 4 (finishes Fri 12:19 -- 487/h)
20240913-11:27:11 nb_generated 999 model 3 (finishes Fri 12:24 -- 473/h)
20240913-11:27:18 nb_generated 1000 model 2 (finishes Fri 12:24 -- 473/h)
20240913-11:27:19 nb_generated 1079 model 4 (finishes Fri 12:19 -- 487/h)
20240913-11:27:25 nb_generated 1002 model 3 (finishes Fri 12:24 -- 473/h)
20240913-11:27:31 nb_generated 1080 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:27:39 nb_generated 1004 model 9 (finishes Fri 12:24 -- 473/h)
20240913-11:27:39 nb_generated 1085 model 5 (finishes Fri 12:19 -- 488/h)
20240913-11:27:48 nb_generated 1004 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:27:55 nb_generated 1085 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:27:59 nb_generated 1004 model 9 (finishes Fri 12:24 -- 471/h)
20240913-11:28:05 nb_generated 1086 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:28:09 nb_generated 1005 model 6 (finishes Fri 12:24 -- 471/h)
20240913-11:28:11 nb_generated 1088 model 1 (finishes Fri 12:19 -- 487/h)
20240913-11:28:21 nb_generated 1007 model 4 (finishes Fri 12:24 -- 471/h)
20240913-11:28:22 nb_generated 1089 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:28:28 nb_generated 1008 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:28:29 nb_generated 1091 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:28:38 nb_generated 1094 model 4 (finishes Fri 12:19 -- 488/h)
20240913-11:28:43 nb_generated 1009 model 2 (finishes Fri 12:25 -- 470/h)
20240913-11:28:53 nb_generated 1097 model 8 (finishes Fri 12:19 -- 489/h)
20240913-11:28:53 nb_generated 1012 model 1 (finishes Fri 12:25 -- 470/h)
20240913-11:29:01 nb_generated 1013 model 5 (finishes Fri 12:25 -- 470/h)
20240913-11:29:02 nb_generated 1099 model 0 (finishes Fri 12:19 -- 489/h)
20240913-11:29:09 nb_generated 1013 model 5 (finishes Fri 12:25 -- 470/h)
20240913-11:29:16 nb_generated 1014 model 4 (finishes Fri 12:25 -- 470/h)
20240913-11:29:16 nb_generated 1099 model 2 (finishes Fri 12:19 -- 488/h)
20240913-11:29:21 nb_generated 1019 model 3 (finishes Fri 12:24 -- 472/h)
20240913-11:29:28 nb_generated 1101 model 7 (finishes Fri 12:19 -- 488/h)
20240913-11:29:29 nb_generated 1022 model 4 (finishes Fri 12:24 -- 473/h)
20240913-11:29:36 nb_generated 1104 model 7 (finishes Fri 12:19 -- 489/h)
20240913-11:29:46 nb_generated 1104 model 9 (finishes Fri 12:19 -- 488/h)
20240913-11:29:47 nb_generated 1022 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:29:55 nb_generated 1024 model 7 (finishes Fri 12:24 -- 472/h)
20240913-11:29:56 nb_generated 1105 model 2 (finishes Fri 12:19 -- 488/h)
20240913-11:30:03 nb_generated 1026 model 2 (finishes Fri 12:24 -- 473/h)
20240913-11:30:05 nb_generated 1108 model 6 (finishes Fri 12:19 -- 488/h)
20240913-11:30:10 nb_generated 1028 model 1 (finishes Fri 12:24 -- 473/h)
20240913-11:30:12 nb_generated 1110 model 5 (finishes Fri 12:19 -- 488/h)
20240913-11:30:19 nb_generated 1112 model 5 (finishes Fri 12:18 -- 489/h)
20240913-11:30:21 nb_generated 1029 model 1 (finishes Fri 12:24 -- 473/h)
20240913-11:30:29 nb_generated 1114 model 9 (finishes Fri 12:18 -- 489/h)
20240913-11:30:34 nb_generated 1029 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:30:42 nb_generated 1031 model 4 (finishes Fri 12:24 -- 472/h)
20240913-11:30:43 nb_generated 1117 model 6 (finishes Fri 12:18 -- 490/h)
20240913-11:30:49 nb_generated 1034 model 4 (finishes Fri 12:24 -- 472/h)
20240913-11:30:52 nb_generated 1118 model 4 (finishes Fri 12:18 -- 490/h)
20240913-11:30:55 nb_generated 1035 model 0 (finishes Fri 12:24 -- 472/h)
20240913-11:31:02 nb_generated 1120 model 0 (finishes Fri 12:18 -- 490/h)
20240913-11:31:05 nb_generated 1037 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:31:12 nb_generated 1121 model 2 (finishes Fri 12:18 -- 490/h)
20240913-11:31:14 nb_generated 1038 model 5 (finishes Fri 12:24 -- 472/h)
20240913-11:31:21 nb_generated 1122 model 2 (finishes Fri 12:18 -- 489/h)
20240913-11:31:27 nb_generated 1039 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:31:32 nb_generated 1123 model 1 (finishes Fri 12:18 -- 489/h)
20240913-11:31:37 nb_generated 1041 model 7 (finishes Fri 12:24 -- 471/h)
20240913-11:31:40 nb_generated 1125 model 4 (finishes Fri 12:18 -- 490/h)
20240913-11:31:44 nb_generated 1042 model 4 (finishes Fri 12:24 -- 471/h)
20240913-11:31:51 nb_generated 1127 model 1 (finishes Fri 12:18 -- 489/h)
20240913-11:31:53 nb_generated 1044 model 7 (finishes Fri 12:24 -- 472/h)
20240913-11:32:01 nb_generated 1045 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:32:02 nb_generated 1129 model 8 (finishes Fri 12:18 -- 490/h)
20240913-11:32:14 nb_generated 1047 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:32:16 nb_generated 1129 model 1 (finishes Fri 12:19 -- 488/h)
20240913-11:32:26 nb_generated 1131 model 7 (finishes Fri 12:19 -- 489/h)
20240913-11:32:28 nb_generated 1047 model 0 (finishes Fri 12:25 -- 470/h)
20240913-11:32:35 nb_generated 1133 model 4 (finishes Fri 12:19 -- 489/h)
20240913-11:32:37 nb_generated 1049 model 0 (finishes Fri 12:24 -- 471/h)
20240913-11:32:42 nb_generated 1133 model 2 (finishes Fri 12:19 -- 488/h)
20240913-11:32:48 nb_generated 1050 model 2 (finishes Fri 12:25 -- 470/h)
20240913-11:32:50 nb_generated 1134 model 0 (finishes Fri 12:19 -- 488/h)
20240913-11:32:59 nb_generated 1134 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:33:04 nb_generated 1053 model 0 (finishes Fri 12:25 -- 470/h)
20240913-11:33:11 nb_generated 1135 model 7 (finishes Fri 12:19 -- 487/h)
20240913-11:33:18 nb_generated 1136 model 4 (finishes Fri 12:19 -- 487/h)
20240913-11:33:21 nb_generated 1054 model 8 (finishes Fri 12:25 -- 470/h)
20240913-11:33:26 nb_generated 1137 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:33:30 nb_generated 1058 model 6 (finishes Fri 12:25 -- 470/h)
20240913-11:33:35 nb_generated 1139 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:33:41 nb_generated 1059 model 2 (finishes Fri 12:25 -- 469/h)
20240913-11:33:42 nb_generated 1141 model 7 (finishes Fri 12:19 -- 487/h)
20240913-11:33:51 nb_generated 1061 model 2 (finishes Fri 12:25 -- 469/h)
20240913-11:33:52 nb_generated 1144 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:34:03 nb_generated 1145 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:34:03 nb_generated 1063 model 6 (finishes Fri 12:25 -- 469/h)
20240913-11:34:12 nb_generated 1063 model 1 (finishes Fri 12:25 -- 468/h)
20240913-11:34:16 nb_generated 1145 model 0 (finishes Fri 12:19 -- 486/h)
20240913-11:34:21 nb_generated 1066 model 7 (finishes Fri 12:25 -- 469/h)
20240913-11:34:31 nb_generated 1147 model 0 (finishes Fri 12:20 -- 486/h)
20240913-11:34:35 nb_generated 1068 model 1 (finishes Fri 12:25 -- 469/h)
20240913-11:34:37 nb_generated 1148 model 4 (finishes Fri 12:20 -- 485/h)
20240913-11:34:50 nb_generated 1149 model 4 (finishes Fri 12:20 -- 485/h)
20240913-11:34:53 nb_generated 1071 model 8 (finishes Fri 12:25 -- 468/h)
20240913-11:34:58 nb_generated 1150 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:35:01 nb_generated 1076 model 3 (finishes Fri 12:24 -- 471/h)
20240913-11:35:07 nb_generated 1152 model 7 (finishes Fri 12:20 -- 485/h)
20240913-11:35:13 nb_generated 1076 model 8 (finishes Fri 12:25 -- 470/h)
20240913-11:35:19 nb_generated 1158 model 1 (finishes Fri 12:20 -- 485/h)
20240913-11:35:21 nb_generated 1079 model 5 (finishes Fri 12:24 -- 471/h)
20240913-11:35:29 nb_generated 1161 model 2 (finishes Fri 12:19 -- 486/h)
20240913-11:35:30 nb_generated 1079 model 8 (finishes Fri 12:25 -- 470/h)
20240913-11:35:39 nb_generated 1080 model 1 (finishes Fri 12:25 -- 470/h)
20240913-11:35:40 nb_generated 1163 model 4 (finishes Fri 12:19 -- 486/h)
20240913-11:35:48 nb_generated 1081 model 6 (finishes Fri 12:25 -- 470/h)
20240913-11:35:50 nb_generated 1163 model 6 (finishes Fri 12:20 -- 486/h)
20240913-11:36:00 nb_generated 1164 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:36:01 nb_generated 1083 model 2 (finishes Fri 12:25 -- 470/h)
20240913-11:36:10 nb_generated 1166 model 1 (finishes Fri 12:20 -- 485/h)
20240913-11:36:16 nb_generated 1084 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:36:19 nb_generated 1169 model 0 (finishes Fri 12:20 -- 485/h)
20240913-11:36:28 nb_generated 1088 model 1 (finishes Fri 12:25 -- 470/h)
20240913-11:36:28 nb_generated 1169 model 4 (finishes Fri 12:20 -- 485/h)
20240913-11:36:36 nb_generated 1173 model 2 (finishes Fri 12:20 -- 486/h)
20240913-11:36:39 nb_generated 1088 model 0 (finishes Fri 12:25 -- 469/h)
20240913-11:36:46 nb_generated 1088 model 6 (finishes Fri 12:25 -- 469/h)
20240913-11:36:50 nb_generated 1173 model 9 (finishes Fri 12:20 -- 485/h)
20240913-11:36:53 nb_generated 1093 model 3 (finishes Fri 12:25 -- 470/h)
20240913-11:36:58 nb_generated 1174 model 2 (finishes Fri 12:20 -- 485/h)
20240913-11:37:06 nb_generated 1093 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:37:06 nb_generated 1174 model 5 (finishes Fri 12:20 -- 484/h)
20240913-11:37:14 nb_generated 1176 model 4 (finishes Fri 12:20 -- 484/h)
20240913-11:37:17 nb_generated 1096 model 7 (finishes Fri 12:25 -- 470/h)
20240913-11:37:22 nb_generated 1179 model 3 (finishes Fri 12:20 -- 485/h)
20240913-11:37:22 nb_generated 1097 model 3 (finishes Fri 12:25 -- 469/h)
20240913-11:37:30 nb_generated 1183 model 3 (finishes Fri 12:19 -- 486/h)
20240913-11:37:36 nb_generated 1098 model 4 (finishes Fri 12:25 -- 469/h)
20240913-11:37:43 nb_generated 1186 model 9 (finishes Fri 12:20 -- 486/h)
20240913-11:37:46 nb_generated 1100 model 2 (finishes Fri 12:25 -- 469/h)
20240913-11:37:58 nb_generated 1186 model 8 (finishes Fri 12:20 -- 484/h)
20240913-11:38:05 nb_generated 1100 model 9 (finishes Fri 12:25 -- 468/h)
20240913-11:38:07 nb_generated 1188 model 3 (finishes Fri 12:20 -- 484/h)
20240913-11:38:15 nb_generated 1103 model 6 (finishes Fri 12:25 -- 468/h)
20240913-11:38:16 nb_generated 1190 model 0 (finishes Fri 12:20 -- 485/h)
20240913-11:38:25 nb_generated 1104 model 4 (finishes Fri 12:25 -- 468/h)
20240913-11:38:26 nb_generated 1193 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:38:36 nb_generated 1108 model 6 (finishes Fri 12:25 -- 468/h)
20240913-11:38:40 nb_generated 1193 model 9 (finishes Fri 12:20 -- 484/h)
20240913-11:38:44 nb_generated 1110 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:38:51 nb_generated 1112 model 3 (finishes Fri 12:25 -- 470/h)
20240913-11:38:55 nb_generated 1195 model 0 (finishes Fri 12:20 -- 484/h)
20240913-11:39:01 nb_generated 1117 model 3 (finishes Fri 12:24 -- 471/h)
20240913-11:39:05 nb_generated 1199 model 3 (finishes Fri 12:20 -- 485/h)
20240913-11:39:11 nb_generated 1117 model 0 (finishes Fri 12:25 -- 470/h)
20240913-11:39:16 nb_generated 1202 model 0 (finishes Fri 12:20 -- 485/h)
20240913-11:39:21 nb_generated 1119 model 6 (finishes Fri 12:24 -- 471/h)
20240913-11:39:28 nb_generated 1121 model 3 (finishes Fri 12:24 -- 471/h)
20240913-11:39:32 nb_generated 1203 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:39:41 nb_generated 1204 model 2 (finishes Fri 12:20 -- 485/h)
20240913-11:39:42 nb_generated 1122 model 8 (finishes Fri 12:24 -- 471/h)
20240913-11:39:53 nb_generated 1124 model 8 (finishes Fri 12:24 -- 471/h)
20240913-11:39:56 nb_generated 1206 model 8 (finishes Fri 12:20 -- 484/h)
20240913-11:40:08 nb_generated 1209 model 7 (finishes Fri 12:20 -- 484/h)
20240913-11:40:09 nb_generated 1125 model 9 (finishes Fri 12:24 -- 470/h)
20240913-11:40:19 nb_generated 1128 model 4 (finishes Fri 12:24 -- 471/h)
20240913-11:40:24 nb_generated 1210 model 0 (finishes Fri 12:20 -- 483/h)
20240913-11:40:27 nb_generated 1130 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:40:32 nb_generated 1211 model 3 (finishes Fri 12:20 -- 483/h)
20240913-11:40:34 nb_generated 1133 model 5 (finishes Fri 12:24 -- 472/h)
20240913-11:40:40 nb_generated 1134 model 5 (finishes Fri 12:24 -- 473/h)
20240913-11:40:47 nb_generated 1134 model 0 (finishes Fri 12:24 -- 472/h)
20240913-11:40:47 nb_generated 1214 model 2 (finishes Fri 12:20 -- 483/h)
20240913-11:40:54 nb_generated 1137 model 4 (finishes Fri 12:24 -- 473/h)
20240913-11:40:56 nb_generated 1217 model 2 (finishes Fri 12:20 -- 484/h)
20240913-11:41:06 nb_generated 1217 model 1 (finishes Fri 12:20 -- 483/h)
20240913-11:41:07 nb_generated 1138 model 4 (finishes Fri 12:24 -- 473/h)
20240913-11:41:13 nb_generated 1219 model 6 (finishes Fri 12:20 -- 483/h)
20240913-11:41:23 nb_generated 1220 model 7 (finishes Fri 12:20 -- 483/h)
20240913-11:41:24 nb_generated 1139 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:41:33 nb_generated 1223 model 1 (finishes Fri 12:20 -- 483/h)
20240913-11:41:39 nb_generated 1139 model 5 (finishes Fri 12:24 -- 471/h)
20240913-11:41:41 nb_generated 1226 model 5 (finishes Fri 12:20 -- 484/h)
20240913-11:41:47 nb_generated 1141 model 0 (finishes Fri 12:24 -- 472/h)
20240913-11:41:55 nb_generated 1227 model 9 (finishes Fri 12:20 -- 483/h)
20240913-11:41:58 nb_generated 1142 model 5 (finishes Fri 12:24 -- 471/h)
20240913-11:42:03 nb_generated 1228 model 4 (finishes Fri 12:20 -- 483/h)
20240913-11:42:11 nb_generated 1143 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:42:13 nb_generated 1231 model 7 (finishes Fri 12:20 -- 484/h)
20240913-11:42:21 nb_generated 1143 model 7 (finishes Fri 12:25 -- 470/h)
20240913-11:42:28 nb_generated 1231 model 9 (finishes Fri 12:20 -- 483/h)
20240913-11:42:28 nb_generated 1146 model 3 (finishes Fri 12:24 -- 471/h)
20240913-11:42:35 nb_generated 1148 model 7 (finishes Fri 12:24 -- 471/h)
20240913-11:42:36 nb_generated 1233 model 7 (finishes Fri 12:20 -- 483/h)
20240913-11:42:42 nb_generated 1149 model 4 (finishes Fri 12:24 -- 472/h)
20240913-11:42:45 nb_generated 1234 model 7 (finishes Fri 12:20 -- 483/h)
20240913-11:42:54 nb_generated 1235 model 5 (finishes Fri 12:20 -- 483/h)
20240913-11:42:54 nb_generated 1149 model 0 (finishes Fri 12:24 -- 471/h)
20240913-11:42:59 nb_generated 1236 model 3 (finishes Fri 12:20 -- 483/h)
20240913-11:43:08 nb_generated 1151 model 2 (finishes Fri 12:24 -- 471/h)
20240913-11:43:14 nb_generated 1237 model 9 (finishes Fri 12:21 -- 482/h)
20240913-11:43:19 nb_generated 1152 model 0 (finishes Fri 12:24 -- 471/h)
20240913-11:43:24 nb_generated 1239 model 4 (finishes Fri 12:21 -- 483/h)
20240913-11:43:36 nb_generated 1241 model 6 (finishes Fri 12:20 -- 483/h)
20240913-11:43:39 nb_generated 1153 model 9 (finishes Fri 12:25 -- 470/h)
20240913-11:43:46 nb_generated 1246 model 3 (finishes Fri 12:20 -- 485/h)
20240913-11:43:51 nb_generated 1154 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:43:55 nb_generated 1248 model 1 (finishes Fri 12:20 -- 485/h)
20240913-11:44:03 nb_generated 1253 model 3 (finishes Fri 12:19 -- 486/h)
20240913-11:44:06 nb_generated 1157 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:44:13 nb_generated 1255 model 9 (finishes Fri 12:20 -- 486/h)
20240913-11:44:14 nb_generated 1160 model 6 (finishes Fri 12:25 -- 469/h)
20240913-11:44:23 nb_generated 1257 model 3 (finishes Fri 12:19 -- 486/h)
20240913-11:44:27 nb_generated 1161 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:44:32 nb_generated 1257 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:44:41 nb_generated 1161 model 0 (finishes Fri 12:25 -- 468/h)
20240913-11:44:46 nb_generated 1257 model 2 (finishes Fri 12:20 -- 484/h)
20240913-11:44:54 nb_generated 1260 model 6 (finishes Fri 12:20 -- 484/h)
20240913-11:44:56 nb_generated 1163 model 6 (finishes Fri 12:25 -- 468/h)
20240913-11:45:01 nb_generated 1261 model 2 (finishes Fri 12:20 -- 484/h)
20240913-11:45:08 nb_generated 1165 model 1 (finishes Fri 12:25 -- 468/h)
20240913-11:45:08 nb_generated 1263 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:45:15 nb_generated 1267 model 7 (finishes Fri 12:19 -- 487/h)
20240913-11:45:19 nb_generated 1165 model 7 (finishes Fri 12:25 -- 468/h)
20240913-11:45:28 nb_generated 1267 model 2 (finishes Fri 12:20 -- 486/h)
20240913-11:45:29 nb_generated 1166 model 4 (finishes Fri 12:25 -- 468/h)
20240913-11:45:38 nb_generated 1268 model 6 (finishes Fri 12:20 -- 486/h)
20240913-11:45:38 nb_generated 1171 model 7 (finishes Fri 12:25 -- 469/h)
20240913-11:45:44 nb_generated 1273 model 3 (finishes Fri 12:19 -- 488/h)
20240913-11:45:45 nb_generated 1174 model 6 (finishes Fri 12:25 -- 470/h)
20240913-11:45:54 nb_generated 1176 model 6 (finishes Fri 12:25 -- 470/h)
20240913-11:45:56 nb_generated 1273 model 9 (finishes Fri 12:19 -- 487/h)
20240913-11:46:01 nb_generated 1178 model 5 (finishes Fri 12:24 -- 471/h)
20240913-11:46:05 nb_generated 1276 model 0 (finishes Fri 12:19 -- 488/h)
20240913-11:46:09 nb_generated 1178 model 4 (finishes Fri 12:25 -- 470/h)
20240913-11:46:12 nb_generated 1278 model 4 (finishes Fri 12:19 -- 488/h)
20240913-11:46:18 nb_generated 1178 model 4 (finishes Fri 12:25 -- 470/h)
20240913-11:46:21 nb_generated 1281 model 8 (finishes Fri 12:19 -- 489/h)
20240913-11:46:28 nb_generated 1180 model 5 (finishes Fri 12:25 -- 469/h)
20240913-11:46:28 nb_generated 1283 model 5 (finishes Fri 12:19 -- 489/h)
20240913-11:46:37 nb_generated 1183 model 5 (finishes Fri 12:25 -- 470/h)
20240913-11:46:41 nb_generated 1283 model 2 (finishes Fri 12:19 -- 488/h)
20240913-11:46:48 nb_generated 1285 model 3 (finishes Fri 12:19 -- 488/h)
20240913-11:46:50 nb_generated 1184 model 8 (finishes Fri 12:25 -- 469/h)
20240913-11:46:56 nb_generated 1184 model 1 (finishes Fri 12:25 -- 468/h)
20240913-11:47:00 nb_generated 1286 model 1 (finishes Fri 12:19 -- 487/h)
20240913-11:47:02 nb_generated 1186 model 5 (finishes Fri 12:25 -- 469/h)
20240913-11:47:12 nb_generated 1288 model 1 (finishes Fri 12:19 -- 487/h)
20240913-11:47:12 nb_generated 1187 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:47:23 nb_generated 1188 model 1 (finishes Fri 12:25 -- 469/h)
20240913-11:47:26 nb_generated 1288 model 8 (finishes Fri 12:20 -- 486/h)
20240913-11:47:32 nb_generated 1191 model 1 (finishes Fri 12:25 -- 469/h)
20240913-11:47:40 nb_generated 1194 model 4 (finishes Fri 12:25 -- 469/h)
20240913-11:47:42 nb_generated 1290 model 8 (finishes Fri 12:20 -- 486/h)
20240913-11:47:49 nb_generated 1293 model 6 (finishes Fri 12:19 -- 486/h)
20240913-11:47:50 nb_generated 1195 model 6 (finishes Fri 12:25 -- 469/h)
20240913-11:47:55 nb_generated 1296 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:48:03 nb_generated 1196 model 9 (finishes Fri 12:25 -- 469/h)
20240913-11:48:05 nb_generated 1300 model 3 (finishes Fri 12:19 -- 488/h)
20240913-11:48:13 nb_generated 1197 model 1 (finishes Fri 12:25 -- 469/h)
20240913-11:48:19 nb_generated 1300 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:48:20 nb_generated 1197 model 3 (finishes Fri 12:25 -- 468/h)
20240913-11:48:27 nb_generated 1301 model 6 (finishes Fri 12:19 -- 486/h)
20240913-11:48:29 nb_generated 1198 model 6 (finishes Fri 12:25 -- 468/h)
20240913-11:48:39 nb_generated 1302 model 8 (finishes Fri 12:20 -- 486/h)
20240913-11:48:42 nb_generated 1200 model 2 (finishes Fri 12:25 -- 468/h)
20240913-11:48:50 nb_generated 1305 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:48:56 nb_generated 1203 model 9 (finishes Fri 12:25 -- 468/h)
20240913-11:49:01 nb_generated 1306 model 2 (finishes Fri 12:19 -- 486/h)
20240913-11:49:04 nb_generated 1204 model 5 (finishes Fri 12:25 -- 468/h)
20240913-11:49:15 nb_generated 1208 model 3 (finishes Fri 12:25 -- 469/h)
20240913-11:49:19 nb_generated 1307 model 8 (finishes Fri 12:20 -- 486/h)
20240913-11:49:25 nb_generated 1209 model 2 (finishes Fri 12:25 -- 469/h)
20240913-11:49:31 nb_generated 1307 model 8 (finishes Fri 12:20 -- 485/h)
20240913-11:49:32 nb_generated 1213 model 3 (finishes Fri 12:25 -- 470/h)
20240913-11:49:40 nb_generated 1218 model 4 (finishes Fri 12:24 -- 472/h)
20240913-11:49:45 nb_generated 1309 model 8 (finishes Fri 12:20 -- 485/h)
20240913-11:49:47 nb_generated 1219 model 3 (finishes Fri 12:24 -- 472/h)
20240913-11:49:53 nb_generated 1313 model 6 (finishes Fri 12:20 -- 486/h)
20240913-11:49:58 nb_generated 1222 model 6 (finishes Fri 12:24 -- 472/h)
20240913-11:50:01 nb_generated 1316 model 6 (finishes Fri 12:19 -- 487/h)
20240913-11:50:11 nb_generated 1318 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:50:13 nb_generated 1225 model 8 (finishes Fri 12:24 -- 472/h)
20240913-11:50:19 nb_generated 1319 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:50:20 nb_generated 1227 model 5 (finishes Fri 12:24 -- 472/h)
20240913-11:50:28 nb_generated 1321 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:50:31 nb_generated 1229 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:50:45 nb_generated 1324 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:50:47 nb_generated 1230 model 9 (finishes Fri 12:24 -- 472/h)
20240913-11:50:54 nb_generated 1325 model 5 (finishes Fri 12:19 -- 487/h)
20240913-11:50:56 nb_generated 1232 model 6 (finishes Fri 12:24 -- 472/h)
20240913-11:51:08 nb_generated 1327 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:51:10 nb_generated 1233 model 8 (finishes Fri 12:24 -- 471/h)
20240913-11:51:19 nb_generated 1236 model 2 (finishes Fri 12:24 -- 472/h)
20240913-11:51:22 nb_generated 1329 model 2 (finishes Fri 12:19 -- 487/h)
20240913-11:51:28 nb_generated 1238 model 5 (finishes Fri 12:24 -- 471/h)
20240913-11:51:41 nb_generated 1239 model 0 (finishes Fri 12:24 -- 471/h)
20240913-11:51:41 nb_generated 1331 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:51:53 nb_generated 1334 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:51:54 nb_generated 1242 model 6 (finishes Fri 12:24 -- 471/h)
20240913-11:52:01 nb_generated 1244 model 3 (finishes Fri 12:24 -- 471/h)
20240913-11:52:08 nb_generated 1335 model 9 (finishes Fri 12:20 -- 486/h)
20240913-11:52:10 nb_generated 1246 model 1 (finishes Fri 12:24 -- 471/h)
20240913-11:52:17 nb_generated 1252 model 4 (finishes Fri 12:24 -- 473/h)
20240913-11:52:18 nb_generated 1337 model 1 (finishes Fri 12:20 -- 486/h)
20240913-11:52:31 nb_generated 1253 model 1 (finishes Fri 12:24 -- 472/h)
20240913-11:52:32 nb_generated 1337 model 1 (finishes Fri 12:20 -- 485/h)
20240913-11:52:40 nb_generated 1255 model 1 (finishes Fri 12:24 -- 473/h)
20240913-11:52:45 nb_generated 1337 model 8 (finishes Fri 12:20 -- 484/h)
20240913-11:52:48 nb_generated 1258 model 0 (finishes Fri 12:24 -- 473/h)
20240913-11:52:55 nb_generated 1260 model 3 (finishes Fri 12:24 -- 473/h)
20240913-11:52:56 nb_generated 1340 model 4 (finishes Fri 12:20 -- 484/h)
20240913-11:53:04 nb_generated 1263 model 0 (finishes Fri 12:23 -- 474/h)
20240913-11:53:05 nb_generated 1340 model 1 (finishes Fri 12:20 -- 484/h)
20240913-11:53:13 nb_generated 1342 model 5 (finishes Fri 12:20 -- 484/h)
20240913-11:53:14 nb_generated 1264 model 7 (finishes Fri 12:23 -- 474/h)
20240913-11:53:23 nb_generated 1345 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:53:24 nb_generated 1265 model 2 (finishes Fri 12:23 -- 474/h)
20240913-11:53:31 nb_generated 1350 model 7 (finishes Fri 12:19 -- 486/h)
20240913-11:53:40 nb_generated 1266 model 9 (finishes Fri 12:24 -- 473/h)
20240913-11:53:49 nb_generated 1351 model 8 (finishes Fri 12:19 -- 486/h)
20240913-11:53:52 nb_generated 1268 model 0 (finishes Fri 12:24 -- 473/h)
20240913-11:54:01 nb_generated 1271 model 5 (finishes Fri 12:24 -- 473/h)
20240913-11:54:02 nb_generated 1354 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:54:08 nb_generated 1357 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:54:12 nb_generated 1271 model 1 (finishes Fri 12:24 -- 473/h)
20240913-11:54:19 nb_generated 1272 model 6 (finishes Fri 12:24 -- 473/h)
20240913-11:54:20 nb_generated 1357 model 0 (finishes Fri 12:19 -- 487/h)
20240913-11:54:30 nb_generated 1276 model 2 (finishes Fri 12:23 -- 473/h)
20240913-11:54:37 nb_generated 1278 model 5 (finishes Fri 12:23 -- 473/h)
20240913-11:54:37 nb_generated 1358 model 0 (finishes Fri 12:20 -- 486/h)
20240913-11:54:45 nb_generated 1282 model 7 (finishes Fri 12:23 -- 475/h)
20240913-11:54:46 nb_generated 1360 model 1 (finishes Fri 12:19 -- 486/h)
20240913-11:54:56 nb_generated 1363 model 2 (finishes Fri 12:19 -- 486/h)
20240913-11:54:56 nb_generated 1285 model 8 (finishes Fri 12:23 -- 475/h)
20240913-11:55:04 nb_generated 1287 model 3 (finishes Fri 12:23 -- 476/h)
20240913-11:55:06 nb_generated 1365 model 2 (finishes Fri 12:19 -- 486/h)
20240913-11:55:14 nb_generated 1289 model 5 (finishes Fri 12:23 -- 475/h)
20240913-11:55:23 nb_generated 1365 model 8 (finishes Fri 12:20 -- 485/h)
20240913-11:55:24 nb_generated 1293 model 1 (finishes Fri 12:22 -- 477/h)
20240913-11:55:31 nb_generated 1368 model 3 (finishes Fri 12:20 -- 485/h)
20240913-11:55:32 nb_generated 1295 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:55:42 nb_generated 1369 model 6 (finishes Fri 12:20 -- 485/h)
20240913-11:55:44 nb_generated 1296 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:55:54 nb_generated 1370 model 9 (finishes Fri 12:20 -- 484/h)
20240913-11:55:54 nb_generated 1299 model 5 (finishes Fri 12:22 -- 478/h)
20240913-11:56:01 nb_generated 1375 model 3 (finishes Fri 12:19 -- 486/h)
20240913-11:56:05 nb_generated 1302 model 8 (finishes Fri 12:22 -- 478/h)
20240913-11:56:08 nb_generated 1375 model 4 (finishes Fri 12:20 -- 485/h)
20240913-11:56:18 nb_generated 1302 model 9 (finishes Fri 12:22 -- 477/h)
20240913-11:56:20 nb_generated 1377 model 0 (finishes Fri 12:20 -- 486/h)
20240913-11:56:27 nb_generated 1305 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:56:32 nb_generated 1377 model 1 (finishes Fri 12:20 -- 485/h)
20240913-11:56:36 nb_generated 1307 model 2 (finishes Fri 12:22 -- 478/h)
20240913-11:56:41 nb_generated 1378 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:56:50 nb_generated 1379 model 7 (finishes Fri 12:20 -- 485/h)
20240913-11:56:52 nb_generated 1308 model 0 (finishes Fri 12:22 -- 477/h)
20240913-11:57:00 nb_generated 1382 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:57:03 nb_generated 1311 model 5 (finishes Fri 12:22 -- 477/h)
20240913-11:57:06 nb_generated 1383 model 5 (finishes Fri 12:20 -- 485/h)
20240913-11:57:13 nb_generated 1312 model 8 (finishes Fri 12:22 -- 477/h)
20240913-11:57:16 nb_generated 1386 model 4 (finishes Fri 12:20 -- 485/h)
20240913-11:57:21 nb_generated 1314 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:57:25 nb_generated 1389 model 0 (finishes Fri 12:20 -- 486/h)
20240913-11:57:28 nb_generated 1316 model 3 (finishes Fri 12:22 -- 477/h)
20240913-11:57:33 nb_generated 1391 model 2 (finishes Fri 12:20 -- 486/h)
20240913-11:57:38 nb_generated 1318 model 7 (finishes Fri 12:22 -- 477/h)
20240913-11:57:42 nb_generated 1396 model 3 (finishes Fri 12:19 -- 487/h)
20240913-11:57:45 nb_generated 1320 model 4 (finishes Fri 12:22 -- 477/h)
20240913-11:57:51 nb_generated 1400 model 6 (finishes Fri 12:19 -- 488/h)
20240913-11:57:54 nb_generated 1320 model 1 (finishes Fri 12:22 -- 477/h)
20240913-11:57:59 nb_generated 1402 model 7 (finishes Fri 12:19 -- 489/h)
20240913-11:58:04 nb_generated 1321 model 7 (finishes Fri 12:22 -- 477/h)
20240913-11:58:05 nb_generated 1404 model 3 (finishes Fri 12:18 -- 489/h)
20240913-11:58:14 nb_generated 1325 model 7 (finishes Fri 12:22 -- 477/h)
20240913-11:58:16 nb_generated 1407 model 6 (finishes Fri 12:18 -- 489/h)
20240913-11:58:23 nb_generated 1325 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:58:27 nb_generated 1407 model 6 (finishes Fri 12:19 -- 489/h)
20240913-11:58:31 nb_generated 1329 model 7 (finishes Fri 12:22 -- 478/h)
20240913-11:58:34 nb_generated 1409 model 6 (finishes Fri 12:19 -- 489/h)
20240913-11:58:40 nb_generated 1329 model 5 (finishes Fri 12:22 -- 477/h)
20240913-11:58:41 nb_generated 1410 model 3 (finishes Fri 12:19 -- 489/h)
20240913-11:58:50 nb_generated 1331 model 2 (finishes Fri 12:22 -- 477/h)
20240913-11:58:56 nb_generated 1331 model 4 (finishes Fri 12:22 -- 477/h)
20240913-11:58:57 nb_generated 1410 model 8 (finishes Fri 12:19 -- 488/h)
20240913-11:59:05 nb_generated 1331 model 9 (finishes Fri 12:22 -- 477/h)
20240913-11:59:09 nb_generated 1414 model 1 (finishes Fri 12:19 -- 488/h)
20240913-11:59:18 nb_generated 1332 model 2 (finishes Fri 12:23 -- 476/h)
20240913-11:59:24 nb_generated 1416 model 8 (finishes Fri 12:19 -- 487/h)
20240913-11:59:26 nb_generated 1335 model 4 (finishes Fri 12:22 -- 477/h)
20240913-11:59:33 nb_generated 1417 model 4 (finishes Fri 12:19 -- 487/h)
20240913-11:59:34 nb_generated 1338 model 6 (finishes Fri 12:22 -- 477/h)
20240913-11:59:41 nb_generated 1419 model 7 (finishes Fri 12:19 -- 488/h)
20240913-11:59:45 nb_generated 1339 model 8 (finishes Fri 12:22 -- 477/h)
20240913-11:59:51 nb_generated 1425 model 5 (finishes Fri 12:18 -- 489/h)
20240913-11:59:53 nb_generated 1341 model 4 (finishes Fri 12:22 -- 478/h)
20240913-12:00:02 nb_generated 1427 model 6 (finishes Fri 12:18 -- 489/h)
20240913-12:00:03 nb_generated 1342 model 2 (finishes Fri 12:22 -- 478/h)
20240913-12:00:10 nb_generated 1342 model 3 (finishes Fri 12:22 -- 477/h)
20240913-12:00:12 nb_generated 1429 model 4 (finishes Fri 12:19 -- 489/h)
20240913-12:00:16 nb_generated 1343 model 1 (finishes Fri 12:22 -- 477/h)
20240913-12:00:25 nb_generated 1347 model 7 (finishes Fri 12:22 -- 478/h)
20240913-12:00:26 nb_generated 1433 model 9 (finishes Fri 12:19 -- 488/h)
20240913-12:00:32 nb_generated 1348 model 5 (finishes Fri 12:22 -- 477/h)
20240913-12:00:35 nb_generated 1436 model 4 (finishes Fri 12:18 -- 489/h)
20240913-12:00:41 nb_generated 1350 model 7 (finishes Fri 12:22 -- 478/h)
20240913-12:00:44 nb_generated 1436 model 2 (finishes Fri 12:19 -- 488/h)
20240913-12:00:53 nb_generated 1437 model 0 (finishes Fri 12:19 -- 488/h)
20240913-12:01:02 nb_generated 1352 model 9 (finishes Fri 12:22 -- 477/h)
20240913-12:01:03 nb_generated 1439 model 0 (finishes Fri 12:19 -- 488/h)
20240913-12:01:13 nb_generated 1353 model 1 (finishes Fri 12:23 -- 476/h)
20240913-12:01:17 nb_generated 1441 model 9 (finishes Fri 12:19 -- 488/h)
20240913-12:01:20 nb_generated 1354 model 9 (finishes Fri 12:23 -- 476/h)
20240913-12:01:24 nb_generated 1444 model 3 (finishes Fri 12:19 -- 488/h)
20240913-12:01:32 nb_generated 1446 model 3 (finishes Fri 12:19 -- 488/h)
20240913-12:01:42 nb_generated 1446 model 2 (finishes Fri 12:19 -- 488/h)
20240913-12:01:44 nb_generated 1354 model 8 (finishes Fri 12:23 -- 474/h)
20240913-12:01:53 nb_generated 1447 model 9 (finishes Fri 12:19 -- 487/h)
20240913-12:01:55 nb_generated 1357 model 2 (finishes Fri 12:23 -- 475/h)
20240913-12:02:01 nb_generated 1449 model 2 (finishes Fri 12:19 -- 487/h)
20240913-12:02:08 nb_generated 1359 model 2 (finishes Fri 12:23 -- 474/h)
20240913-12:02:10 nb_generated 1450 model 0 (finishes Fri 12:19 -- 487/h)
20240913-12:02:17 nb_generated 1363 model 4 (finishes Fri 12:23 -- 475/h)
20240913-12:02:21 nb_generated 1454 model 6 (finishes Fri 12:19 -- 488/h)
20240913-12:02:24 nb_generated 1365 model 5 (finishes Fri 12:23 -- 476/h)
20240913-12:02:30 nb_generated 1458 model 4 (finishes Fri 12:19 -- 488/h)
20240913-12:02:36 nb_generated 1366 model 8 (finishes Fri 12:23 -- 476/h)
20240913-12:02:38 nb_generated 1461 model 6 (finishes Fri 12:19 -- 489/h)
20240913-12:02:46 nb_generated 1462 model 3 (finishes Fri 12:19 -- 489/h)
20240913-12:02:47 nb_generated 1366 model 0 (finishes Fri 12:23 -- 475/h)
20240913-12:02:57 nb_generated 1368 model 7 (finishes Fri 12:23 -- 475/h)
20240913-12:03:00 nb_generated 1466 model 8 (finishes Fri 12:18 -- 490/h)
20240913-12:03:08 nb_generated 1370 model 0 (finishes Fri 12:23 -- 475/h)
20240913-12:03:09 nb_generated 1467 model 7 (finishes Fri 12:18 -- 489/h)
20240913-12:03:17 nb_generated 1373 model 6 (finishes Fri 12:23 -- 476/h)
20240913-12:03:22 nb_generated 1468 model 0 (finishes Fri 12:18 -- 489/h)
20240913-12:03:36 nb_generated 1373 model 8 (finishes Fri 12:23 -- 475/h)
20240913-12:03:44 nb_generated 1469 model 8 (finishes Fri 12:19 -- 488/h)
20240913-12:03:47 nb_generated 1381 model 6 (finishes Fri 12:22 -- 477/h)
20240913-12:03:52 nb_generated 1470 model 3 (finishes Fri 12:19 -- 488/h)
20240913-12:03:55 nb_generated 1383 model 5 (finishes Fri 12:22 -- 477/h)
20240913-12:04:04 nb_generated 1387 model 5 (finishes Fri 12:22 -- 477/h)
20240913-12:04:10 nb_generated 1471 model 8 (finishes Fri 12:19 -- 488/h)
20240913-12:04:10 nb_generated 1390 model 3 (finishes Fri 12:22 -- 477/h)
20240913-12:04:21 nb_generated 1473 model 4 (finishes Fri 12:19 -- 488/h)
20240913-12:04:22 nb_generated 1393 model 0 (finishes Fri 12:22 -- 477/h)
20240913-12:04:28 nb_generated 1475 model 3 (finishes Fri 12:19 -- 488/h)
20240913-12:04:35 nb_generated 1477 model 2 (finishes Fri 12:19 -- 488/h)
20240913-12:04:35 nb_generated 1395 model 1 (finishes Fri 12:22 -- 477/h)
20240913-12:04:42 nb_generated 1481 model 3 (finishes Fri 12:18 -- 489/h)
20240913-12:04:47 nb_generated 1399 model 2 (finishes Fri 12:22 -- 478/h)
20240913-12:04:53 nb_generated 1402 model 3 (finishes Fri 12:22 -- 478/h)
20240913-12:04:55 nb_generated 1481 model 9 (finishes Fri 12:19 -- 488/h)
20240913-12:05:01 nb_generated 1405 model 5 (finishes Fri 12:22 -- 479/h)
20240913-12:05:03 nb_generated 1484 model 3 (finishes Fri 12:18 -- 489/h)
20240913-12:05:13 nb_generated 1486 model 6 (finishes Fri 12:18 -- 490/h)
20240913-12:05:14 nb_generated 1407 model 2 (finishes Fri 12:22 -- 478/h)
20240913-12:05:19 nb_generated 1488 model 1 (finishes Fri 12:18 -- 490/h)
20240913-12:05:31 nb_generated 1407 model 0 (finishes Fri 12:22 -- 477/h)
20240913-12:05:32 nb_generated 1490 model 8 (finishes Fri 12:18 -- 489/h)
20240913-12:05:42 nb_generated 1495 model 2 (finishes Fri 12:18 -- 490/h)
20240913-12:05:51 nb_generated 1409 model 8 (finishes Fri 12:22 -- 477/h)
20240913-12:05:52 nb_generated 1497 model 1 (finishes Fri 12:18 -- 490/h)
20240913-12:05:59 nb_generated 1409 model 0 (finishes Fri 12:22 -- 477/h)
20240913-12:06:10 nb_generated 1499 model 8 (finishes Fri 12:18 -- 490/h)
20240913-12:06:10 nb_generated 1411 model 2 (finishes Fri 12:22 -- 477/h)
20240913-12:06:17 nb_generated 1499 model 5 (finishes Fri 12:18 -- 489/h)
20240913-12:06:23 nb_generated 1412 model 6 (finishes Fri 12:22 -- 477/h)
20240913-12:06:33 nb_generated 1500 model 8 (finishes Fri 12:19 -- 489/h)
20240913-12:06:34 nb_generated 1414 model 6 (finishes Fri 12:22 -- 477/h)
20240913-12:06:43 nb_generated 1416 model 6 (finishes Fri 12:22 -- 477/h)
20240913-12:06:44 nb_generated 1501 model 0 (finishes Fri 12:19 -- 488/h)
20240913-12:06:50 nb_generated 1420 model 5 (finishes Fri 12:22 -- 478/h)
20240913-12:06:52 nb_generated 1502 model 3 (finishes Fri 12:19 -- 488/h)
20240913-12:07:02 nb_generated 1504 model 2 (finishes Fri 12:19 -- 489/h)
20240913-12:07:02 nb_generated 1423 model 4 (finishes Fri 12:22 -- 478/h)
20240913-12:07:11 nb_generated 1423 model 0 (finishes Fri 12:22 -- 478/h)
20240913-12:07:11 nb_generated 1509 model 2 (finishes Fri 12:18 -- 490/h)
20240913-12:07:19 nb_generated 1512 model 6 (finishes Fri 12:18 -- 491/h)
20240913-12:07:23 nb_generated 1424 model 3 (finishes Fri 12:22 -- 477/h)
20240913-12:07:27 nb_generated 1514 model 5 (finishes Fri 12:18 -- 491/h)
20240913-12:07:34 nb_generated 1425 model 9 (finishes Fri 12:22 -- 477/h)
20240913-12:07:35 nb_generated 1517 model 5 (finishes Fri 12:18 -- 492/h)
20240913-12:07:44 nb_generated 1520 model 6 (finishes Fri 12:17 -- 493/h)
20240913-12:07:49 nb_generated 1425 model 8 (finishes Fri 12:23 -- 476/h)
20240913-12:07:51 nb_generated 1523 model 3 (finishes Fri 12:17 -- 493/h)
20240913-12:08:03 nb_generated 1524 model 1 (finishes Fri 12:17 -- 493/h)
20240913-12:08:04 nb_generated 1430 model 9 (finishes Fri 12:22 -- 477/h)
20240913-12:08:17 nb_generated 1524 model 0 (finishes Fri 12:18 -- 492/h)
20240913-12:08:19 nb_generated 1436 model 8 (finishes Fri 12:22 -- 478/h)
20240913-12:08:23 nb_generated 1526 model 3 (finishes Fri 12:17 -- 492/h)
20240913-12:08:30 nb_generated 1440 model 6 (finishes Fri 12:22 -- 478/h)
20240913-12:08:32 nb_generated 1531 model 7 (finishes Fri 12:17 -- 494/h)
20240913-12:08:38 nb_generated 1444 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:08:44 nb_generated 1532 model 2 (finishes Fri 12:17 -- 493/h)
20240913-12:08:50 nb_generated 1444 model 9 (finishes Fri 12:22 -- 478/h)
20240913-12:08:55 nb_generated 1534 model 7 (finishes Fri 12:17 -- 493/h)
20240913-12:08:57 nb_generated 1446 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:09:06 nb_generated 1535 model 1 (finishes Fri 12:17 -- 493/h)
20240913-12:09:09 nb_generated 1446 model 0 (finishes Fri 12:22 -- 478/h)
20240913-12:09:17 nb_generated 1537 model 4 (finishes Fri 12:17 -- 492/h)
20240913-12:09:17 nb_generated 1446 model 5 (finishes Fri 12:22 -- 478/h)
20240913-12:09:26 nb_generated 1447 model 7 (finishes Fri 12:22 -- 478/h)
20240913-12:09:30 nb_generated 1538 model 0 (finishes Fri 12:18 -- 492/h)
20240913-12:09:39 nb_generated 1447 model 8 (finishes Fri 12:22 -- 477/h)
20240913-12:09:41 nb_generated 1542 model 0 (finishes Fri 12:17 -- 493/h)
20240913-12:09:50 nb_generated 1451 model 1 (finishes Fri 12:22 -- 478/h)
20240913-12:09:51 nb_generated 1542 model 5 (finishes Fri 12:18 -- 492/h)
20240913-12:09:58 nb_generated 1456 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:10:02 nb_generated 1543 model 2 (finishes Fri 12:18 -- 492/h)
20240913-12:10:04 nb_generated 1458 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:10:09 nb_generated 1550 model 3 (finishes Fri 12:17 -- 494/h)
20240913-12:10:19 nb_generated 1460 model 8 (finishes Fri 12:22 -- 479/h)
20240913-12:10:20 nb_generated 1553 model 4 (finishes Fri 12:17 -- 495/h)
20240913-12:10:26 nb_generated 1463 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:10:27 nb_generated 1556 model 3 (finishes Fri 12:16 -- 495/h)
20240913-12:10:34 nb_generated 1464 model 2 (finishes Fri 12:22 -- 479/h)
20240913-12:10:43 nb_generated 1557 model 8 (finishes Fri 12:17 -- 495/h)
20240913-12:10:47 nb_generated 1465 model 9 (finishes Fri 12:22 -- 479/h)
20240913-12:10:52 nb_generated 1559 model 9 (finishes Fri 12:17 -- 495/h)
20240913-12:10:55 nb_generated 1465 model 1 (finishes Fri 12:22 -- 479/h)
20240913-12:11:03 nb_generated 1562 model 0 (finishes Fri 12:17 -- 494/h)
20240913-12:11:04 nb_generated 1467 model 3 (finishes Fri 12:22 -- 478/h)
20240913-12:11:08 nb_generated 1564 model 5 (finishes Fri 12:17 -- 495/h)
20240913-12:11:12 nb_generated 1468 model 7 (finishes Fri 12:22 -- 478/h)
20240913-12:11:17 nb_generated 1564 model 1 (finishes Fri 12:17 -- 494/h)
20240913-12:11:20 nb_generated 1472 model 4 (finishes Fri 12:22 -- 479/h)
20240913-12:11:30 nb_generated 1565 model 9 (finishes Fri 12:17 -- 494/h)
20240913-12:11:31 nb_generated 1475 model 6 (finishes Fri 12:22 -- 479/h)
20240913-12:11:41 nb_generated 1478 model 0 (finishes Fri 12:22 -- 479/h)
20240913-12:11:43 nb_generated 1571 model 2 (finishes Fri 12:17 -- 495/h)
20240913-12:11:54 nb_generated 1480 model 6 (finishes Fri 12:22 -- 479/h)
20240913-12:12:00 nb_generated 1571 model 8 (finishes Fri 12:17 -- 494/h)
20240913-12:12:01 nb_generated 1484 model 3 (finishes Fri 12:21 -- 480/h)
20240913-12:12:09 nb_generated 1571 model 0 (finishes Fri 12:17 -- 493/h)
20240913-12:12:10 nb_generated 1484 model 9 (finishes Fri 12:22 -- 479/h)
20240913-12:12:17 nb_generated 1486 model 3 (finishes Fri 12:21 -- 480/h)
20240913-12:12:25 nb_generated 1574 model 1 (finishes Fri 12:17 -- 494/h)
20240913-12:12:29 nb_generated 1487 model 1 (finishes Fri 12:21 -- 480/h)
20240913-12:12:37 nb_generated 1576 model 5 (finishes Fri 12:17 -- 493/h)
20240913-12:12:38 nb_generated 1491 model 5 (finishes Fri 12:21 -- 480/h)
20240913-12:12:45 nb_generated 1495 model 3 (finishes Fri 12:21 -- 481/h)
20240913-12:12:47 nb_generated 1577 model 0 (finishes Fri 12:17 -- 493/h)
20240913-12:12:54 nb_generated 1497 model 1 (finishes Fri 12:21 -- 481/h)
20240913-12:13:00 nb_generated 1579 model 1 (finishes Fri 12:17 -- 493/h)
20240913-12:13:07 nb_generated 1498 model 0 (finishes Fri 12:21 -- 481/h)
20240913-12:13:11 nb_generated 1582 model 6 (finishes Fri 12:17 -- 493/h)
20240913-12:13:14 nb_generated 1499 model 4 (finishes Fri 12:21 -- 481/h)
20240913-12:13:21 nb_generated 1583 model 5 (finishes Fri 12:17 -- 493/h)
20240913-12:13:22 nb_generated 1500 model 4 (finishes Fri 12:21 -- 481/h)
20240913-12:13:30 nb_generated 1584 model 2 (finishes Fri 12:18 -- 492/h)
20240913-12:13:30 nb_generated 1500 model 4 (finishes Fri 12:21 -- 480/h)
20240913-12:13:37 nb_generated 1503 model 3 (finishes Fri 12:21 -- 481/h)
20240913-12:13:43 nb_generated 1584 model 0 (finishes Fri 12:18 -- 491/h)
20240913-12:13:46 nb_generated 1506 model 8 (finishes Fri 12:21 -- 481/h)
20240913-12:13:54 nb_generated 1585 model 0 (finishes Fri 12:18 -- 491/h)
20240913-12:13:58 nb_generated 1508 model 6 (finishes Fri 12:21 -- 480/h)
20240913-12:14:05 nb_generated 1586 model 0 (finishes Fri 12:18 -- 491/h)
20240913-12:14:07 nb_generated 1511 model 0 (finishes Fri 12:21 -- 481/h)
20240913-12:14:11 nb_generated 1586 model 5 (finishes Fri 12:18 -- 490/h)
20240913-12:14:13 nb_generated 1512 model 0 (finishes Fri 12:21 -- 481/h)
20240913-12:14:20 nb_generated 1587 model 6 (finishes Fri 12:18 -- 490/h)
20240913-12:14:21 nb_generated 1514 model 7 (finishes Fri 12:21 -- 482/h)
20240913-12:14:31 nb_generated 1588 model 4 (finishes Fri 12:18 -- 489/h)
20240913-12:14:33 nb_generated 1515 model 9 (finishes Fri 12:21 -- 481/h)
20240913-12:14:38 nb_generated 1588 model 0 (finishes Fri 12:19 -- 489/h)
20240913-12:14:44 nb_generated 1516 model 1 (finishes Fri 12:21 -- 481/h)
20240913-12:14:52 nb_generated 1519 model 6 (finishes Fri 12:21 -- 481/h)
20240913-12:14:54 nb_generated 1589 model 1 (finishes Fri 12:19 -- 488/h)
20240913-12:14:58 nb_generated 1521 model 3 (finishes Fri 12:21 -- 482/h)
20240913-12:15:02 nb_generated 1591 model 7 (finishes Fri 12:19 -- 489/h)
20240913-12:15:11 nb_generated 1522 model 9 (finishes Fri 12:21 -- 481/h)
20240913-12:15:13 nb_generated 1591 model 1 (finishes Fri 12:19 -- 488/h)
20240913-12:15:24 nb_generated 1594 model 0 (finishes Fri 12:19 -- 489/h)
20240913-12:15:33 nb_generated 1523 model 8 (finishes Fri 12:21 -- 480/h)
20240913-12:15:35 nb_generated 1596 model 9 (finishes Fri 12:19 -- 489/h)
20240913-12:15:39 nb_generated 1525 model 3 (finishes Fri 12:21 -- 481/h)
20240913-12:15:48 nb_generated 1597 model 5 (finishes Fri 12:19 -- 489/h)
20240913-12:15:48 nb_generated 1528 model 5 (finishes Fri 12:21 -- 481/h)
20240913-12:15:57 nb_generated 1533 model 3 (finishes Fri 12:21 -- 482/h)
20240913-12:16:00 nb_generated 1599 model 0 (finishes Fri 12:19 -- 489/h)
20240913-12:16:06 nb_generated 1534 model 6 (finishes Fri 12:21 -- 482/h)
20240913-12:16:11 nb_generated 1599 model 2 (finishes Fri 12:19 -- 488/h)
20240913-12:16:17 nb_generated 1534 model 6 (finishes Fri 12:21 -- 481/h)
20240913-12:16:25 nb_generated 1537 model 5 (finishes Fri 12:21 -- 481/h)
20240913-12:16:30 nb_generated 1600 model 9 (finishes Fri 12:19 -- 487/h)
20240913-12:16:36 nb_generated 1539 model 5 (finishes Fri 12:21 -- 481/h)
20240913-12:16:38 nb_generated 1600 model 3 (finishes Fri 12:19 -- 487/h)
20240913-12:16:46 nb_generated 1600 model 5 (finishes Fri 12:19 -- 486/h)
20240913-12:16:46 nb_generated 1541 model 2 (finishes Fri 12:21 -- 481/h)
20240913-12:16:52 nb_generated 1541 model 3 (finishes Fri 12:21 -- 481/h)
20240913-12:16:59 nb_generated 1603 model 2 (finishes Fri 12:19 -- 486/h)
20240913-12:17:04 nb_generated 1543 model 9 (finishes Fri 12:21 -- 481/h)
20240913-12:17:11 nb_generated 1603 model 9 (finishes Fri 12:20 -- 486/h)
20240913-12:17:19 nb_generated 1604 model 6 (finishes Fri 12:20 -- 485/h)
20240913-12:17:28 nb_generated 1545 model 8 (finishes Fri 12:21 -- 480/h)
20240913-12:17:28 nb_generated 1605 model 4 (finishes Fri 12:20 -- 485/h)
20240913-12:17:36 nb_generated 1546 model 7 (finishes Fri 12:21 -- 480/h)
20240913-12:17:42 nb_generated 1607 model 9 (finishes Fri 12:20 -- 485/h)
20240913-12:17:47 nb_generated 1546 model 6 (finishes Fri 12:22 -- 479/h)
20240913-12:17:52 nb_generated 1608 model 0 (finishes Fri 12:20 -- 485/h)
20240913-12:17:58 nb_generated 1550 model 7 (finishes Fri 12:21 -- 480/h)
20240913-12:18:00 nb_generated 1610 model 7 (finishes Fri 12:20 -- 485/h)
20240913-12:18:09 nb_generated 1613 model 2 (finishes Fri 12:20 -- 485/h)
20240913-12:18:09 nb_generated 1550 model 0 (finishes Fri 12:22 -- 479/h)
20240913-12:18:18 nb_generated 1551 model 3 (finishes Fri 12:22 -- 479/h)
20240913-12:18:19 nb_generated 1615 model 6 (finishes Fri 12:20 -- 486/h)
20240913-12:18:27 nb_generated 1557 model 6 (finishes Fri 12:21 -- 481/h)
20240913-12:18:30 nb_generated 1618 model 7 (finishes Fri 12:19 -- 486/h)
20240913-12:18:41 nb_generated 1558 model 2 (finishes Fri 12:21 -- 481/h)
20240913-12:18:43 nb_generated 1620 model 8 (finishes Fri 12:19 -- 486/h)
20240913-12:18:51 nb_generated 1558 model 7 (finishes Fri 12:21 -- 480/h)
20240913-12:18:54 nb_generated 1620 model 4 (finishes Fri 12:20 -- 486/h)
20240913-12:18:58 nb_generated 1559 model 3 (finishes Fri 12:21 -- 480/h)
20240913-12:19:07 nb_generated 1621 model 0 (finishes Fri 12:20 -- 485/h)
20240913-12:19:07 nb_generated 1560 model 2 (finishes Fri 12:21 -- 480/h)
20240913-12:19:17 nb_generated 1560 model 9 (finishes Fri 12:22 -- 479/h)
20240913-12:19:20 nb_generated 1621 model 0 (finishes Fri 12:20 -- 484/h)
20240913-12:19:31 nb_generated 1560 model 2 (finishes Fri 12:22 -- 479/h)
20240913-12:19:32 nb_generated 1621 model 1 (finishes Fri 12:20 -- 484/h)
20240913-12:19:42 nb_generated 1561 model 0 (finishes Fri 12:22 -- 479/h)
20240913-12:19:46 nb_generated 1627 model 5 (finishes Fri 12:20 -- 485/h)
20240913-12:19:49 nb_generated 1562 model 7 (finishes Fri 12:22 -- 478/h)
20240913-12:19:54 nb_generated 1629 model 4 (finishes Fri 12:20 -- 485/h)
20240913-12:20:00 nb_generated 1564 model 2 (finishes Fri 12:22 -- 478/h)
20240913-12:20:05 nb_generated 1631 model 8 (finishes Fri 12:20 -- 485/h)
20240913-12:20:16 nb_generated 1567 model 2 (finishes Fri 12:22 -- 479/h)
20240913-12:20:16 nb_generated 1633 model 1 (finishes now! -- 485/h)
20240913-12:20:16 generate_c_quizz_speed 485/h
20240913-12:20:22 nb_generated 1570 model 3 (finishes Fri 12:21 -- 480/h)
20240913-12:20:31 nb_generated 1573 model 0 (finishes Fri 12:21 -- 480/h)
20240913-12:20:37 nb_generated 1575 model 7 (finishes Fri 12:21 -- 480/h)
20240913-12:20:44 nb_generated 1577 model 6 (finishes Fri 12:21 -- 481/h)
20240913-12:20:54 nb_generated 1578 model 0 (finishes Fri 12:21 -- 480/h)
20240913-12:21:05 nb_generated 1578 model 9 (finishes Fri 12:21 -- 480/h)
20240913-12:21:22 nb_generated 1582 model 8 (finishes Fri 12:21 -- 480/h)
20240913-12:21:30 nb_generated 1584 model 0 (finishes Fri 12:21 -- 480/h)
20240913-12:21:44 nb_generated 1592 model 2 (finishes now! -- 482/h)
20240913-12:21:44 generate_c_quizz_speed 480/h
20240913-12:22:03 wrote culture_c_quiz_1160.png
20240913-12:24:28 wrote culture_c_quiz_1160_solvable.png
20240913-12:24:28 generated_c_quizzes c_quizzes.size()=torch.Size([3225, 404])
20240913-12:24:28 nb_c_quizzes 3225
20240913-12:24:28 training model 0 (accuracy 0)
20240913-12:24:28 training model 1 (accuracy 0)
20240913-12:26:32 train_loss 1160 model 0 0.011105311908107979
20240913-12:26:32 train_loss 1160 model 1 0.011460631213038142
20240913-12:26:33 test_loss 1160 model 0 0.00650311492986475
20240913-12:26:33 test_loss 1160 model 1 0.0063198615313737605
20240913-12:27:07 test_accuracy 1160 model 0 nb_correct 767 / 802 (95.64%)
20240913-12:27:13 test_accuracy 1160 model 1 nb_correct 732 / 803 (91.16%)
20240913-12:27:14 wrote ae_000.pth
20240913-12:27:14 wrote ae_001.pth
20240913-12:27:15 wrote ae_002.pth
20240913-12:27:16 wrote ae_003.pth
20240913-12:27:16 wrote ae_004.pth
20240913-12:27:17 wrote ae_005.pth
20240913-12:27:18 wrote ae_006.pth
20240913-12:27:19 wrote ae_007.pth
20240913-12:27:19 wrote ae_008.pth
20240913-12:27:20 wrote ae_009.pth
20240913-12:27:20 epoch_duration 2min52s next_finish 12:30:12
20240913-12:27:20 wrote state.pth
20240913-12:27:20 --- epoch 1161 ----------------------------------------
20240913-12:27:20 current_test_accuracies 0.9564 0.9116 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240913-12:27:20 time_train=165 time_c_quizzes=9359
20240913-12:27:20 nb_c_quizzes 3225
20240913-12:27:20 training model 2 (accuracy 0)
20240913-12:27:20 training model 3 (accuracy 0)
20240913-12:29:23 train_loss 1161 model 3 0.011266164953409315
20240913-12:29:23 train_loss 1161 model 2 0.011539289242997255
20240913-12:29:25 test_loss 1161 model 3 0.010556438656681166
20240913-12:29:25 test_loss 1161 model 2 0.007264889277118413
20240913-12:29:58 test_accuracy 1161 model 3 nb_correct 759 / 816 (93.01%)
20240913-12:30:00 test_accuracy 1161 model 2 nb_correct 736 / 777 (94.72%)
20240913-12:30:01 wrote ae_000.pth
20240913-12:30:02 wrote ae_001.pth
20240913-12:30:02 wrote ae_002.pth
20240913-12:30:03 wrote ae_003.pth
20240913-12:30:04 wrote ae_004.pth
20240913-12:30:04 wrote ae_005.pth
20240913-12:30:05 wrote ae_006.pth
20240913-12:30:06 wrote ae_007.pth
20240913-12:30:06 wrote ae_008.pth
20240913-12:30:07 wrote ae_009.pth
20240913-12:30:07 epoch_duration 2min47s next_finish 12:32:54
20240913-12:30:07 wrote state.pth
20240913-12:30:07 --- epoch 1162 ----------------------------------------
20240913-12:30:07 current_test_accuracies 0.9564 0.9116 0.9472 0.9301 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240913-12:30:07 time_train=325 time_c_quizzes=9359
20240913-12:30:07 nb_c_quizzes 3225
20240913-12:30:07 training model 4 (accuracy 0)
20240913-12:30:07 training model 5 (accuracy 0)
20240913-12:32:11 train_loss 1162 model 4 0.010872807508199002
20240913-12:32:11 train_loss 1162 model 5 0.012037866765369472
20240913-12:32:12 test_loss 1162 model 4 0.0058027971278079345
20240913-12:32:13 test_loss 1162 model 5 0.0077867596767134725
20240913-12:32:45 test_accuracy 1162 model 4 nb_correct 765 / 798 (95.86%)
20240913-12:32:49 test_accuracy 1162 model 5 nb_correct 750 / 791 (94.82%)
20240913-12:32:50 wrote ae_000.pth
20240913-12:32:50 wrote ae_001.pth
20240913-12:32:51 wrote ae_002.pth
20240913-12:32:52 wrote ae_003.pth
20240913-12:32:52 wrote ae_004.pth
20240913-12:32:53 wrote ae_005.pth
20240913-12:32:54 wrote ae_006.pth
20240913-12:32:54 wrote ae_007.pth
20240913-12:32:55 wrote ae_008.pth
20240913-12:32:56 wrote ae_009.pth
20240913-12:32:56 epoch_duration 2min48s next_finish 12:35:45
20240913-12:32:56 wrote state.pth
20240913-12:32:56 --- epoch 1163 ----------------------------------------
20240913-12:32:56 current_test_accuracies 0.9564 0.9116 0.9472 0.9301 0.9586 0.9482 0.0000 0.0000 0.0000 0.0000
20240913-12:32:56 time_train=486 time_c_quizzes=9359
20240913-12:32:56 nb_c_quizzes 3225
20240913-12:32:56 training model 6 (accuracy 0)
20240913-12:32:56 training model 7 (accuracy 0)
20240913-12:34:59 train_loss 1163 model 6 0.01153317290355335
20240913-12:34:59 train_loss 1163 model 7 0.012901193658184639
20240913-12:35:01 test_loss 1163 model 6 0.008425961502462087
20240913-12:35:01 test_loss 1163 model 7 0.008379151561575782
20240913-12:35:33 test_accuracy 1163 model 6 nb_correct 736 / 793 (92.81%)
20240913-12:35:35 test_accuracy 1163 model 7 nb_correct 773 / 824 (93.81%)
20240913-12:35:35 wrote ae_000.pth
20240913-12:35:36 wrote ae_001.pth
20240913-12:35:37 wrote ae_002.pth
20240913-12:35:37 wrote ae_003.pth
20240913-12:35:38 wrote ae_004.pth
20240913-12:35:39 wrote ae_005.pth
20240913-12:35:39 wrote ae_006.pth
20240913-12:35:40 wrote ae_007.pth
20240913-12:35:41 wrote ae_008.pth
20240913-12:35:42 wrote ae_009.pth
20240913-12:35:42 epoch_duration 2min45s next_finish 12:38:27
20240913-12:35:42 wrote state.pth
20240913-12:35:42 --- epoch 1164 ----------------------------------------
20240913-12:35:42 current_test_accuracies 0.9564 0.9116 0.9472 0.9301 0.9586 0.9482 0.9281 0.9381 0.0000 0.0000
20240913-12:35:42 time_train=644 time_c_quizzes=9359
20240913-12:35:42 nb_c_quizzes 3225
20240913-12:35:42 training model 8 (accuracy 0)
20240913-12:35:42 training model 9 (accuracy 0)
20240913-12:37:45 train_loss 1164 model 9 0.011403763466820238
20240913-12:37:45 train_loss 1164 model 8 0.01108714096048061
20240913-12:37:47 test_loss 1164 model 9 0.007596486457265428
20240913-12:37:47 test_loss 1164 model 8 0.005299505471240451
20240913-12:38:19 test_accuracy 1164 model 8 nb_correct 748 / 799 (93.62%)
20240913-12:38:22 test_accuracy 1164 model 9 nb_correct 754 / 787 (95.81%)
20240913-12:38:23 wrote ae_000.pth
20240913-12:38:24 wrote ae_001.pth
20240913-12:38:24 wrote ae_002.pth
20240913-12:38:25 wrote ae_003.pth
20240913-12:38:26 wrote ae_004.pth
20240913-12:38:26 wrote ae_005.pth
20240913-12:38:27 wrote ae_006.pth
20240913-12:38:28 wrote ae_007.pth
20240913-12:38:28 wrote ae_008.pth
20240913-12:38:29 wrote ae_009.pth
20240913-12:38:29 epoch_duration 2min47s next_finish 12:41:17
20240913-12:38:29 wrote state.pth
20240913-12:38:29 --- epoch 1165 ----------------------------------------
20240913-12:38:29 current_test_accuracies 0.9564 0.9116 0.9472 0.9301 0.9586 0.9482 0.9281 0.9381 0.9362 0.9581
20240913-12:38:29 time_train=804 time_c_quizzes=9359
20240913-12:38:29 nb_c_quizzes 3225
20240913-12:38:29 training model 1 (accuracy 0.9115815758705139)
20240913-12:38:29 training model 6 (accuracy 0.928121030330658)
20240913-12:40:33 train_loss 1165 model 1 0.011396371806329625
20240913-12:40:33 train_loss 1165 model 6 0.010346247138786567
20240913-12:40:34 test_loss 1165 model 1 0.00819587006818665
20240913-12:40:34 test_loss 1165 model 6 0.005678880913194462
20240913-12:41:10 test_accuracy 1165 model 6 nb_correct 752 / 802 (93.77%)
20240913-12:41:11 test_accuracy 1165 model 1 nb_correct 721 / 793 (90.92%)
20240913-12:41:12 wrote ae_000.pth
20240913-12:41:13 wrote ae_001.pth
20240913-12:41:13 wrote ae_002.pth
20240913-12:41:14 wrote ae_003.pth
20240913-12:41:15 wrote ae_004.pth
20240913-12:41:15 wrote ae_005.pth
20240913-12:41:16 wrote ae_006.pth
20240913-12:41:17 wrote ae_007.pth
20240913-12:41:17 wrote ae_008.pth
20240913-12:41:18 wrote ae_009.pth
20240913-12:41:18 epoch_duration 2min48s next_finish 12:44:07
20240913-12:41:18 wrote state.pth
20240913-12:41:18 --- epoch 1166 ----------------------------------------
20240913-12:41:18 current_test_accuracies 0.9564 0.9092 0.9472 0.9301 0.9586 0.9482 0.9377 0.9381 0.9362 0.9581
20240913-12:41:18 time_train=965 time_c_quizzes=9359
20240913-12:41:18 nb_c_quizzes 3225
20240913-12:41:18 training model 1 (accuracy 0.9092055559158325)
20240913-12:41:18 training model 3 (accuracy 0.9301470518112183)
20240913-12:43:22 train_loss 1166 model 3 0.010998740050756168
20240913-12:43:22 train_loss 1166 model 1 0.011607471069808525
20240913-12:43:23 test_loss 1166 model 3 0.010133232849435281
20240913-12:43:23 test_loss 1166 model 1 0.007566012497784413
20240913-12:43:56 test_accuracy 1166 model 3 nb_correct 765 / 813 (94.10%)
20240913-12:43:59 test_accuracy 1166 model 1 nb_correct 750 / 807 (92.94%)
20240913-12:43:59 wrote ae_000.pth
20240913-12:44:00 wrote ae_001.pth
20240913-12:44:01 wrote ae_002.pth
20240913-12:44:01 wrote ae_003.pth
20240913-12:44:02 wrote ae_004.pth
20240913-12:44:03 wrote ae_005.pth
20240913-12:44:03 wrote ae_006.pth
20240913-12:44:04 wrote ae_007.pth
20240913-12:44:05 wrote ae_008.pth
20240913-12:44:05 wrote ae_009.pth
20240913-12:44:05 epoch_duration 2min47s next_finish 12:46:53
20240913-12:44:06 wrote state.pth
20240913-12:44:06 --- epoch 1167 ----------------------------------------
20240913-12:44:06 current_test_accuracies 0.9564 0.9294 0.9472 0.9410 0.9586 0.9482 0.9377 0.9381 0.9362 0.9581
20240913-12:44:06 time_train=1125 time_c_quizzes=9359
20240913-12:44:06 nb_c_quizzes 3225
20240913-12:44:06 training model 1 (accuracy 0.9293680191040039)
20240913-12:44:06 training model 8 (accuracy 0.936170220375061)
20240913-12:46:09 train_loss 1167 model 1 0.011339007536374993
20240913-12:46:09 train_loss 1167 model 8 0.010812939091007138
20240913-12:46:10 test_loss 1167 model 1 0.009111431372366497
20240913-12:46:10 test_loss 1167 model 8 0.007655535288085958
20240913-12:46:45 test_accuracy 1167 model 1 nb_correct 708 / 793 (89.28%)
20240913-12:46:46 test_accuracy 1167 model 8 nb_correct 733 / 784 (93.49%)
20240913-12:46:47 wrote ae_000.pth
20240913-12:46:48 wrote ae_001.pth
20240913-12:46:48 wrote ae_002.pth
20240913-12:46:49 wrote ae_003.pth
20240913-12:46:50 wrote ae_004.pth
20240913-12:46:51 wrote ae_005.pth
20240913-12:46:51 wrote ae_006.pth
20240913-12:46:52 wrote ae_007.pth
20240913-12:46:53 wrote ae_008.pth
20240913-12:46:53 wrote ae_009.pth
20240913-12:46:53 epoch_duration 2min47s next_finish 12:49:41
20240913-12:46:53 wrote state.pth
20240913-12:46:53 --- epoch 1168 ----------------------------------------
20240913-12:46:53 current_test_accuracies 0.9564 0.8928 0.9472 0.9410 0.9586 0.9482 0.9377 0.9381 0.9349 0.9581
20240913-12:46:53 time_train=1285 time_c_quizzes=9359
20240913-12:46:53 nb_c_quizzes 3225
20240913-12:46:53 training model 1 (accuracy 0.8928121328353882)
20240913-12:46:53 training model 8 (accuracy 0.9349489808082581)
20240913-12:48:57 train_loss 1168 model 1 0.011323919936990933
20240913-12:48:57 train_loss 1168 model 8 0.01075952795385274
20240913-12:48:58 test_loss 1168 model 1 0.00813283338038957
20240913-12:48:58 test_loss 1168 model 8 0.008499606051518071
20240913-12:49:34 test_accuracy 1168 model 8 nb_correct 727 / 787 (92.38%)
20240913-12:49:34 test_accuracy 1168 model 1 nb_correct 746 / 804 (92.79%)
20240913-12:49:35 wrote ae_000.pth
20240913-12:49:36 wrote ae_001.pth
20240913-12:49:36 wrote ae_002.pth
20240913-12:49:37 wrote ae_003.pth
20240913-12:49:38 wrote ae_004.pth
20240913-12:49:38 wrote ae_005.pth
20240913-12:49:39 wrote ae_006.pth
20240913-12:49:40 wrote ae_007.pth
20240913-12:49:40 wrote ae_008.pth
20240913-12:49:41 wrote ae_009.pth
20240913-12:49:41 epoch_duration 2min47s next_finish 12:52:29
20240913-12:49:41 wrote state.pth
20240913-12:49:41 --- epoch 1169 ----------------------------------------
20240913-12:49:41 current_test_accuracies 0.9564 0.9279 0.9472 0.9410 0.9586 0.9482 0.9377 0.9381 0.9238 0.9581
20240913-12:49:41 time_train=1445 time_c_quizzes=9359
20240913-12:49:41 nb_c_quizzes 3225
20240913-12:49:41 training model 8 (accuracy 0.9237611293792725)
20240913-12:49:41 training model 1 (accuracy 0.927860677242279)
20240913-12:51:45 train_loss 1169 model 1 0.010913792835056484
20240913-12:51:45 train_loss 1169 model 8 0.010641846973609063
20240913-12:51:46 test_loss 1169 model 1 0.006977591759510915
20240913-12:51:46 test_loss 1169 model 8 0.006882916805247418
20240913-12:52:23 test_accuracy 1169 model 1 nb_correct 764 / 813 (93.97%)
20240913-12:52:27 test_accuracy 1169 model 8 nb_correct 747 / 792 (94.32%)
20240913-12:52:28 wrote ae_000.pth
20240913-12:52:29 wrote ae_001.pth
20240913-12:52:29 wrote ae_002.pth
20240913-12:52:30 wrote ae_003.pth
20240913-12:52:31 wrote ae_004.pth
20240913-12:52:32 wrote ae_005.pth
20240913-12:52:32 wrote ae_006.pth
20240913-12:52:33 wrote ae_007.pth
20240913-12:52:34 wrote ae_008.pth
20240913-12:52:34 wrote ae_009.pth
20240913-12:52:34 epoch_duration 2min53s next_finish 12:55:27
20240913-12:52:34 wrote state.pth
20240913-12:52:34 --- epoch 1170 ----------------------------------------
20240913-12:52:34 current_test_accuracies 0.9564 0.9397 0.9472 0.9410 0.9586 0.9482 0.9377 0.9381 0.9432 0.9581
20240913-12:52:34 time_train=1611 time_c_quizzes=9359
20240913-12:52:34 nb_c_quizzes 3225
20240913-12:52:34 training model 6 (accuracy 0.9376558661460876)
20240913-12:52:34 training model 7 (accuracy 0.9381067752838135)
20240913-12:54:38 train_loss 1170 model 7 0.012457888177214044
20240913-12:54:38 train_loss 1170 model 6 0.010831981843716676
20240913-12:54:39 test_loss 1170 model 7 0.00796213648674211
20240913-12:54:39 test_loss 1170 model 6 0.008163515196648064
20240913-12:55:16 test_accuracy 1170 model 6 nb_correct 759 / 795 (95.47%)
20240913-12:55:17 test_accuracy 1170 model 7 nb_correct 758 / 813 (93.23%)
20240913-12:55:18 wrote ae_000.pth
20240913-12:55:19 wrote ae_001.pth
20240913-12:55:20 wrote ae_002.pth
20240913-12:55:20 wrote ae_003.pth
20240913-12:55:21 wrote ae_004.pth
20240913-12:55:22 wrote ae_005.pth
20240913-12:55:22 wrote ae_006.pth
20240913-12:55:23 wrote ae_007.pth
20240913-12:55:24 wrote ae_008.pth
20240913-12:55:24 wrote ae_009.pth
20240913-12:55:24 epoch_duration 2min50s next_finish 12:58:15
20240913-12:55:24 wrote state.pth
20240913-12:55:24 --- epoch 1171 ----------------------------------------
20240913-12:55:24 current_test_accuracies 0.9564 0.9397 0.9472 0.9410 0.9586 0.9482 0.9547 0.9323 0.9432 0.9581
20240913-12:55:24 time_train=1774 time_c_quizzes=9359
20240913-12:55:24 nb_c_quizzes 3225
20240913-12:55:24 training model 7 (accuracy 0.9323493242263794)
20240913-12:55:24 training model 1 (accuracy 0.9397293925285339)
20240913-12:57:28 train_loss 1171 model 1 0.010684328502018616
20240913-12:57:28 train_loss 1171 model 7 0.011637529598665423
20240913-12:57:29 test_loss 1171 model 1 0.006879756612543986
20240913-12:57:29 test_loss 1171 model 7 0.008415203086111944
20240913-12:58:04 test_accuracy 1171 model 7 nb_correct 785 / 843 (93.12%)
20240913-12:58:05 test_accuracy 1171 model 1 nb_correct 719 / 795 (90.44%)
20240913-12:58:06 wrote ae_000.pth
20240913-12:58:06 wrote ae_001.pth
20240913-12:58:07 wrote ae_002.pth
20240913-12:58:08 wrote ae_003.pth
20240913-12:58:08 wrote ae_004.pth
20240913-12:58:09 wrote ae_005.pth
20240913-12:58:10 wrote ae_006.pth
20240913-12:58:10 wrote ae_007.pth
20240913-12:58:11 wrote ae_008.pth
20240913-12:58:12 wrote ae_009.pth
20240913-12:58:12 epoch_duration 2min47s next_finish 13:00:59
20240913-12:58:12 wrote state.pth
20240913-12:58:12 --- epoch 1172 ----------------------------------------
20240913-12:58:12 current_test_accuracies 0.9564 0.9044 0.9472 0.9410 0.9586 0.9482 0.9547 0.9312 0.9432 0.9581
20240913-12:58:12 time_train=1934 time_c_quizzes=9359
20240913-12:58:12 nb_c_quizzes 3225
20240913-12:58:12 training model 1 (accuracy 0.904402494430542)
20240913-12:58:12 training model 7 (accuracy 0.9311981201171875)
20240913-13:00:15 train_loss 1172 model 1 0.011034468828627724
20240913-13:00:15 train_loss 1172 model 7 0.012334212267007387
20240913-13:00:17 test_loss 1172 model 1 0.009063977155483372
20240913-13:00:17 test_loss 1172 model 7 0.008028957298944307
20240913-13:00:50 test_accuracy 1172 model 1 nb_correct 769 / 806 (95.41%)
20240913-13:00:52 test_accuracy 1172 model 7 nb_correct 792 / 829 (95.54%)
20240913-13:00:53 wrote ae_000.pth
20240913-13:00:53 wrote ae_001.pth
20240913-13:00:54 wrote ae_002.pth
20240913-13:00:55 wrote ae_003.pth
20240913-13:00:55 wrote ae_004.pth
20240913-13:00:56 wrote ae_005.pth
20240913-13:00:57 wrote ae_006.pth
20240913-13:00:57 wrote ae_007.pth
20240913-13:00:58 wrote ae_008.pth
20240913-13:00:59 wrote ae_009.pth
20240913-13:00:59 epoch_duration 2min46s next_finish 13:03:46
20240913-13:00:59 wrote state.pth
20240913-13:00:59 --- epoch 1173 ----------------------------------------
20240913-13:00:59 current_test_accuracies 0.9564 0.9541 0.9472 0.9410 0.9586 0.9482 0.9547 0.9554 0.9432 0.9581
20240913-13:00:59 time_train=2094 time_c_quizzes=9359
20240913-13:00:59 nb_c_quizzes 3225
20240913-13:00:59 training model 3 (accuracy 0.9409593939781189)
20240913-13:00:59 training model 8 (accuracy 0.9431818127632141)
20240913-13:03:02 train_loss 1173 model 8 0.01107826958602891
20240913-13:03:02 train_loss 1173 model 3 0.011120725706829034
20240913-13:03:04 test_loss 1173 model 8 0.008829296323114022
20240913-13:03:04 test_loss 1173 model 3 0.008170595708368467
20240913-13:03:37 test_accuracy 1173 model 3 nb_correct 767 / 814 (94.23%)
20240913-13:03:39 test_accuracy 1173 model 8 nb_correct 737 / 782 (94.25%)
20240913-13:03:40 wrote ae_000.pth
20240913-13:03:40 wrote ae_001.pth
20240913-13:03:41 wrote ae_002.pth
20240913-13:03:42 wrote ae_003.pth
20240913-13:03:43 wrote ae_004.pth
20240913-13:03:43 wrote ae_005.pth
20240913-13:03:44 wrote ae_006.pth
20240913-13:03:45 wrote ae_007.pth
20240913-13:03:45 wrote ae_008.pth
20240913-13:03:46 wrote ae_009.pth
20240913-13:03:46 epoch_duration 2min47s next_finish 13:06:33
20240913-13:03:46 wrote state.pth
20240913-13:03:46 --- epoch 1174 ----------------------------------------
20240913-13:03:46 current_test_accuracies 0.9564 0.9541 0.9472 0.9423 0.9586 0.9482 0.9547 0.9554 0.9425 0.9581
20240913-13:03:46 time_train=2254 time_c_quizzes=9359
20240913-13:03:46 nb_c_quizzes 3225
20240913-13:03:46 training model 3 (accuracy 0.9422604441642761)
20240913-13:03:46 training model 8 (accuracy 0.9424552321434021)
20240913-13:05:49 train_loss 1174 model 3 0.010637648893265577
20240913-13:05:49 train_loss 1174 model 8 0.010637904526155581
20240913-13:05:51 test_loss 1174 model 3 0.008146602528597668
20240913-13:05:51 test_loss 1174 model 8 0.00492249869566308
20240913-13:06:23 test_accuracy 1174 model 3 nb_correct 755 / 799 (94.49%)
20240913-13:06:27 test_accuracy 1174 model 8 nb_correct 736 / 794 (92.70%)
20240913-13:06:28 wrote ae_000.pth
20240913-13:06:28 wrote ae_001.pth
20240913-13:06:29 wrote ae_002.pth
20240913-13:06:30 wrote ae_003.pth
20240913-13:06:30 wrote ae_004.pth
20240913-13:06:31 wrote ae_005.pth
20240913-13:06:32 wrote ae_006.pth
20240913-13:06:32 wrote ae_007.pth
20240913-13:06:33 wrote ae_008.pth
20240913-13:06:34 wrote ae_009.pth
20240913-13:06:34 epoch_duration 2min47s next_finish 13:09:21
20240913-13:06:34 wrote state.pth
20240913-13:06:34 --- epoch 1175 ----------------------------------------
20240913-13:06:34 current_test_accuracies 0.9564 0.9541 0.9472 0.9449 0.9586 0.9482 0.9547 0.9554 0.9270 0.9581
20240913-13:06:34 time_train=2415 time_c_quizzes=9359
20240913-13:06:34 nb_c_quizzes 3225
20240913-13:06:34 training model 8 (accuracy 0.9269521236419678)
20240913-13:06:34 training model 3 (accuracy 0.944931149482727)
20240913-13:08:37 train_loss 1175 model 3 0.010790689986399229
20240913-13:08:37 train_loss 1175 model 8 0.010783588444346605
20240913-13:08:39 test_loss 1175 model 3 0.008359052156484382
20240913-13:08:39 test_loss 1175 model 8 0.008228922159446483
20240913-13:09:12 test_accuracy 1175 model 3 nb_correct 768 / 803 (95.64%)
20240913-13:09:13 test_accuracy 1175 model 8 nb_correct 734 / 791 (92.79%)
20240913-13:09:14 wrote ae_000.pth
20240913-13:09:15 wrote ae_001.pth
20240913-13:09:15 wrote ae_002.pth
20240913-13:09:16 wrote ae_003.pth
20240913-13:09:17 wrote ae_004.pth
20240913-13:09:17 wrote ae_005.pth
20240913-13:09:18 wrote ae_006.pth
20240913-13:09:19 wrote ae_007.pth
20240913-13:09:19 wrote ae_008.pth
20240913-13:09:20 wrote ae_009.pth
20240913-13:09:20 epoch_duration 2min46s next_finish 13:12:07
20240913-13:09:20 wrote state.pth
20240913-13:09:20 --- epoch 1176 ----------------------------------------
20240913-13:09:20 current_test_accuracies 0.9564 0.9541 0.9472 0.9564 0.9586 0.9482 0.9547 0.9554 0.9279 0.9581
20240913-13:09:20 time_train=2574 time_c_quizzes=9359
20240913-13:09:20 nb_c_quizzes 3225
20240913-13:09:20 training model 8 (accuracy 0.9279392957687378)
20240913-13:09:20 training model 2 (accuracy 0.9472329616546631)
20240913-13:11:24 train_loss 1176 model 8 0.010544217840260899
20240913-13:11:24 train_loss 1176 model 2 0.011009332982292107
20240913-13:11:25 test_loss 1176 model 8 0.00985176334623077
20240913-13:11:25 test_loss 1176 model 2 0.008408965689318393
20240913-13:11:58 test_accuracy 1176 model 2 nb_correct 759 / 809 (93.82%)
20240913-13:12:00 test_accuracy 1176 model 8 nb_correct 762 / 799 (95.37%)
20240913-13:12:01 wrote ae_000.pth
20240913-13:12:02 wrote ae_001.pth
20240913-13:12:02 wrote ae_002.pth
20240913-13:12:03 wrote ae_003.pth
20240913-13:12:04 wrote ae_004.pth
20240913-13:12:05 wrote ae_005.pth
20240913-13:12:05 wrote ae_006.pth
20240913-13:12:06 wrote ae_007.pth
20240913-13:12:07 wrote ae_008.pth
20240913-13:12:07 wrote ae_009.pth
20240913-13:12:07 epoch_duration 2min47s next_finish 13:14:54
20240913-13:12:07 wrote state.pth
20240913-13:12:07 --- epoch 1177 ----------------------------------------
20240913-13:12:07 current_test_accuracies 0.9564 0.9541 0.9382 0.9564 0.9586 0.9482 0.9547 0.9554 0.9537 0.9581
20240913-13:12:07 time_train=2734 time_c_quizzes=9359
20240913-13:12:07 nb_c_quizzes 3225
20240913-13:12:07 training model 2 (accuracy 0.9381952881813049)
20240913-13:12:07 training model 5 (accuracy 0.9481669068336487)
20240913-13:14:11 train_loss 1177 model 5 0.011461242975587083
20240913-13:14:11 train_loss 1177 model 2 0.011460574875709426
20240913-13:14:12 test_loss 1177 model 5 0.00845276409553435
20240913-13:14:12 test_loss 1177 model 2 0.00811236686801351
20240913-13:14:47 test_accuracy 1177 model 2 nb_correct 748 / 791 (94.56%)
20240913-13:14:48 test_accuracy 1177 model 5 nb_correct 770 / 829 (92.88%)
20240913-13:14:49 wrote ae_000.pth
20240913-13:14:49 wrote ae_001.pth
20240913-13:14:50 wrote ae_002.pth
20240913-13:14:51 wrote ae_003.pth
20240913-13:14:51 wrote ae_004.pth
20240913-13:14:52 wrote ae_005.pth
20240913-13:14:53 wrote ae_006.pth
20240913-13:14:53 wrote ae_007.pth
20240913-13:14:54 wrote ae_008.pth
20240913-13:14:55 wrote ae_009.pth
20240913-13:14:55 epoch_duration 2min47s next_finish 13:17:42
20240913-13:14:55 wrote state.pth
20240913-13:14:55 --- epoch 1178 ----------------------------------------
20240913-13:14:55 current_test_accuracies 0.9564 0.9541 0.9456 0.9564 0.9586 0.9288 0.9547 0.9554 0.9537 0.9581
20240913-13:14:55 time_train=2894 time_c_quizzes=9359
20240913-13:14:55 nb_c_quizzes 3225
20240913-13:14:55 training model 5 (accuracy 0.9288299083709717)
20240913-13:14:55 training model 2 (accuracy 0.9456384181976318)
20240913-13:16:58 train_loss 1178 model 5 0.011427023757207281
20240913-13:16:58 train_loss 1178 model 2 0.01099831449198973
20240913-13:17:00 test_loss 1178 model 5 0.009866412638663747
20240913-13:17:00 test_loss 1178 model 2 0.009429548596222049
20240913-13:17:38 test_accuracy 1178 model 5 nb_correct 739 / 789 (93.66%)
20240913-13:17:42 test_accuracy 1178 model 2 nb_correct 737 / 780 (94.49%)
20240913-13:17:43 wrote ae_000.pth
20240913-13:17:44 wrote ae_001.pth
20240913-13:17:44 wrote ae_002.pth
20240913-13:17:45 wrote ae_003.pth
20240913-13:17:46 wrote ae_004.pth
20240913-13:17:47 wrote ae_005.pth
20240913-13:17:47 wrote ae_006.pth
20240913-13:17:48 wrote ae_007.pth
20240913-13:17:49 wrote ae_008.pth
20240913-13:17:49 wrote ae_009.pth
20240913-13:17:49 epoch_duration 2min54s next_finish 13:20:44
20240913-13:17:49 wrote state.pth
20240913-13:17:49 --- epoch 1179 ----------------------------------------
20240913-13:17:49 current_test_accuracies 0.9564 0.9541 0.9449 0.9564 0.9586 0.9366 0.9547 0.9554 0.9537 0.9581
20240913-13:17:49 time_train=3061 time_c_quizzes=9359
20240913-13:17:49 nb_c_quizzes 3225
20240913-13:17:49 training model 5 (accuracy 0.9366286396980286)
20240913-13:17:49 training model 2 (accuracy 0.9448717832565308)
20240913-13:19:53 train_loss 1179 model 5 0.012368042057667481
20240913-13:19:53 train_loss 1179 model 2 0.01084671762752987
20240913-13:19:54 test_loss 1179 model 5 0.012787370695104983
20240913-13:19:54 test_loss 1179 model 2 0.007623097184566774
20240913-13:20:28 test_accuracy 1179 model 5 nb_correct 748 / 802 (93.27%)
20240913-13:20:31 test_accuracy 1179 model 2 nb_correct 739 / 823 (89.79%)
20240913-13:20:31 wrote ae_000.pth
20240913-13:20:32 wrote ae_001.pth
20240913-13:20:33 wrote ae_002.pth
20240913-13:20:33 wrote ae_003.pth
20240913-13:20:34 wrote ae_004.pth
20240913-13:20:35 wrote ae_005.pth
20240913-13:20:35 wrote ae_006.pth
20240913-13:20:36 wrote ae_007.pth
20240913-13:20:37 wrote ae_008.pth
20240913-13:20:37 wrote ae_009.pth
20240913-13:20:37 epoch_duration 2min48s next_finish 13:23:26
20240913-13:20:37 wrote state.pth
20240913-13:20:37 --- epoch 1180 ----------------------------------------
20240913-13:20:37 current_test_accuracies 0.9564 0.9541 0.8979 0.9564 0.9586 0.9327 0.9547 0.9554 0.9537 0.9581
20240913-13:20:37 time_train=3222 time_c_quizzes=9359
20240913-13:20:37 nb_c_quizzes 3225
20240913-13:20:37 training model 2 (accuracy 0.8979343771934509)
20240913-13:20:37 training model 5 (accuracy 0.9326683282852173)
20240913-13:22:41 train_loss 1180 model 2 0.011036073381796086
20240913-13:22:41 train_loss 1180 model 5 0.010917892730309176
20240913-13:22:42 test_loss 1180 model 2 0.006981467429531563
20240913-13:22:43 test_loss 1180 model 5 0.0057602976565132025
20240913-13:23:17 test_accuracy 1180 model 2 nb_correct 773 / 811 (95.31%)
20240913-13:23:18 test_accuracy 1180 model 5 nb_correct 754 / 806 (93.55%)
20240913-13:23:19 wrote ae_000.pth
20240913-13:23:19 wrote ae_001.pth
20240913-13:23:20 wrote ae_002.pth
20240913-13:23:21 wrote ae_003.pth
20240913-13:23:21 wrote ae_004.pth
20240913-13:23:22 wrote ae_005.pth
20240913-13:23:23 wrote ae_006.pth
20240913-13:23:23 wrote ae_007.pth
20240913-13:23:24 wrote ae_008.pth
20240913-13:23:25 wrote ae_009.pth
20240913-13:23:25 epoch_duration 2min47s next_finish 13:26:12
20240913-13:23:25 wrote state.pth
20240913-13:23:25 --- epoch 1181 ----------------------------------------
20240913-13:23:25 current_test_accuracies 0.9564 0.9541 0.9531 0.9564 0.9586 0.9355 0.9547 0.9554 0.9537 0.9581
20240913-13:23:25 time_train=3382 time_c_quizzes=9359
20240913-13:23:25 nb_c_quizzes 3225
20240913-13:23:25 training model 5 (accuracy 0.9354838728904724)
20240913-13:23:25 training model 2 (accuracy 0.9531442523002625)
20240913-13:25:28 train_loss 1181 model 5 0.011534764201591316
20240913-13:25:28 train_loss 1181 model 2 0.011381169057082844
20240913-13:25:30 test_loss 1181 model 5 0.005995452672819113
20240913-13:25:30 test_loss 1181 model 2 0.009075133368833121
20240913-13:26:03 test_accuracy 1181 model 2 nb_correct 771 / 818 (94.25%)
20240913-13:26:03 test_accuracy 1181 model 5 nb_correct 736 / 788 (93.40%)
20240913-13:26:04 wrote ae_000.pth
20240913-13:26:05 wrote ae_001.pth
20240913-13:26:05 wrote ae_002.pth
20240913-13:26:06 wrote ae_003.pth
20240913-13:26:07 wrote ae_004.pth
20240913-13:26:07 wrote ae_005.pth
20240913-13:26:08 wrote ae_006.pth
20240913-13:26:09 wrote ae_007.pth
20240913-13:26:09 wrote ae_008.pth
20240913-13:26:10 wrote ae_009.pth
20240913-13:26:10 epoch_duration 2min45s next_finish 13:28:55
20240913-13:26:10 wrote state.pth
20240913-13:26:10 --- epoch 1182 ----------------------------------------
20240913-13:26:10 current_test_accuracies 0.9564 0.9541 0.9425 0.9564 0.9586 0.9340 0.9547 0.9554 0.9537 0.9581
20240913-13:26:10 time_train=3540 time_c_quizzes=9359
20240913-13:26:10 nb_c_quizzes 3225
20240913-13:26:10 training model 5 (accuracy 0.9340101480484009)
20240913-13:26:10 training model 2 (accuracy 0.9425427913665771)
20240913-13:28:14 train_loss 1182 model 5 0.011565300161726555
20240913-13:28:15 train_loss 1182 model 2 0.010406459967180126
20240913-13:28:16 test_loss 1182 model 5 0.007490323752301719
20240913-13:28:16 test_loss 1182 model 2 0.006546801404277857
20240913-13:28:50 test_accuracy 1182 model 5 nb_correct 745 / 790 (94.30%)
20240913-13:28:51 test_accuracy 1182 model 2 nb_correct 734 / 798 (91.98%)
20240913-13:28:52 wrote ae_000.pth
20240913-13:28:53 wrote ae_001.pth
20240913-13:28:53 wrote ae_002.pth
20240913-13:28:54 wrote ae_003.pth
20240913-13:28:55 wrote ae_004.pth
20240913-13:28:55 wrote ae_005.pth
20240913-13:28:56 wrote ae_006.pth
20240913-13:28:57 wrote ae_007.pth
20240913-13:28:57 wrote ae_008.pth
20240913-13:28:58 wrote ae_009.pth
20240913-13:28:58 epoch_duration 2min48s next_finish 13:31:46
20240913-13:28:58 wrote state.pth
20240913-13:28:58 --- epoch 1183 ----------------------------------------
20240913-13:28:58 current_test_accuracies 0.9564 0.9541 0.9198 0.9564 0.9586 0.9430 0.9547 0.9554 0.9537 0.9581
20240913-13:28:58 time_train=3701 time_c_quizzes=9359
20240913-13:28:58 nb_c_quizzes 3225
20240913-13:28:58 training model 2 (accuracy 0.9197995066642761)
20240913-13:28:58 training model 5 (accuracy 0.9430379867553711)
20240913-13:31:01 train_loss 1183 model 2 0.011375376854120987
20240913-13:31:01 train_loss 1183 model 5 0.011974405973583999
20240913-13:31:03 test_loss 1183 model 2 0.009393578245749268
20240913-13:31:03 test_loss 1183 model 5 0.010089202078032145
20240913-13:31:38 test_accuracy 1183 model 2 nb_correct 774 / 816 (94.85%)
20240913-13:31:39 test_accuracy 1183 model 5 nb_correct 752 / 800 (94.00%)
20240913-13:31:40 wrote ae_000.pth
20240913-13:31:41 wrote ae_001.pth
20240913-13:31:41 wrote ae_002.pth
20240913-13:31:42 wrote ae_003.pth
20240913-13:31:43 wrote ae_004.pth
20240913-13:31:43 wrote ae_005.pth
20240913-13:31:44 wrote ae_006.pth
20240913-13:31:45 wrote ae_007.pth
20240913-13:31:45 wrote ae_008.pth
20240913-13:31:46 wrote ae_009.pth
20240913-13:31:46 epoch_duration 2min47s next_finish 13:34:34
20240913-13:31:46 wrote state.pth
20240913-13:31:46 --- epoch 1184 ----------------------------------------
20240913-13:31:46 current_test_accuracies 0.9564 0.9541 0.9485 0.9564 0.9586 0.9400 0.9547 0.9554 0.9537 0.9581
20240913-13:31:46 time_train=3862 time_c_quizzes=9359
20240913-13:31:46 nb_c_quizzes 3225
20240913-13:31:46 training model 5 (accuracy 0.9399999976158142)
20240913-13:31:46 training model 2 (accuracy 0.9485294222831726)
20240913-13:33:49 train_loss 1184 model 5 0.011386637204130239
20240913-13:33:49 train_loss 1184 model 2 0.011302673179601697
20240913-13:33:51 test_loss 1184 model 5 0.005194054207413501
20240913-13:33:51 test_loss 1184 model 2 0.008051832250740177
20240913-13:34:24 test_accuracy 1184 model 2 nb_correct 760 / 834 (91.13%)
20240913-13:34:27 test_accuracy 1184 model 5 nb_correct 767 / 806 (95.16%)
20240913-13:34:28 wrote ae_000.pth
20240913-13:34:29 wrote ae_001.pth
20240913-13:34:30 wrote ae_002.pth
20240913-13:34:30 wrote ae_003.pth
20240913-13:34:31 wrote ae_004.pth
20240913-13:34:32 wrote ae_005.pth
20240913-13:34:32 wrote ae_006.pth
20240913-13:34:33 wrote ae_007.pth
20240913-13:34:34 wrote ae_008.pth
20240913-13:34:34 wrote ae_009.pth
20240913-13:34:34 epoch_duration 2min48s next_finish 13:37:23
20240913-13:34:34 wrote state.pth
20240913-13:34:34 --- epoch 1185 ----------------------------------------
20240913-13:34:34 current_test_accuracies 0.9564 0.9541 0.9113 0.9564 0.9586 0.9516 0.9547 0.9554 0.9537 0.9581
20240913-13:34:34 time_train=4023 time_c_quizzes=9359
20240913-13:34:34 nb_c_quizzes 3225
20240913-13:34:34 training model 2 (accuracy 0.9112709760665894)
20240913-13:34:34 training model 5 (accuracy 0.9516128897666931)
20240913-13:36:38 train_loss 1185 model 5 0.011117114375856545
20240913-13:36:38 train_loss 1185 model 2 0.010902906533388887
20240913-13:36:39 test_loss 1185 model 5 0.007356880456135429
20240913-13:36:39 test_loss 1185 model 2 0.00809970397013764
20240913-13:37:13 test_accuracy 1185 model 2 nb_correct 750 / 787 (95.30%)
20240913-13:37:15 test_accuracy 1185 model 5 nb_correct 735 / 784 (93.75%)
20240913-13:37:16 wrote ae_000.pth
20240913-13:37:17 wrote ae_001.pth
20240913-13:37:17 wrote ae_002.pth
20240913-13:37:18 wrote ae_003.pth
20240913-13:37:19 wrote ae_004.pth
20240913-13:37:19 wrote ae_005.pth
20240913-13:37:20 wrote ae_006.pth
20240913-13:37:21 wrote ae_007.pth
20240913-13:37:21 wrote ae_008.pth
20240913-13:37:22 wrote ae_009.pth
20240913-13:37:22 epoch_duration 2min47s next_finish 13:40:10
20240913-13:37:22 wrote state.pth
20240913-13:37:22 --- epoch 1186 ----------------------------------------
20240913-13:37:22 current_test_accuracies 0.9564 0.9541 0.9530 0.9564 0.9586 0.9375 0.9547 0.9554 0.9537 0.9581
20240913-13:37:22 time_train=4183 time_c_quizzes=9359
20240913-13:37:22 nb_c_quizzes 3225
20240913-13:37:22 training model 5 (accuracy 0.9375)
20240913-13:37:22 training model 2 (accuracy 0.9529860019683838)
20240913-13:39:26 train_loss 1186 model 5 0.010935997544696876
20240913-13:39:26 train_loss 1186 model 2 0.0111341987785745
20240913-13:39:27 test_loss 1186 model 5 0.006434151193562343
20240913-13:39:27 test_loss 1186 model 2 0.005736663875202908
20240913-13:40:03 test_accuracy 1186 model 2 nb_correct 773 / 807 (95.79%)
20240913-13:40:04 test_accuracy 1186 model 5 nb_correct 763 / 807 (94.55%)
20240913-13:40:05 wrote ae_000.pth
20240913-13:40:05 wrote ae_001.pth
20240913-13:40:06 wrote ae_002.pth
20240913-13:40:07 wrote ae_003.pth
20240913-13:40:07 wrote ae_004.pth
20240913-13:40:08 wrote ae_005.pth
20240913-13:40:09 wrote ae_006.pth
20240913-13:40:09 wrote ae_007.pth
20240913-13:40:10 wrote ae_008.pth
20240913-13:40:11 wrote ae_009.pth
20240913-13:40:11 epoch_duration 2min48s next_finish 13:42:59
20240913-13:40:11 wrote state.pth
20240913-13:40:11 --- epoch 1187 ----------------------------------------
20240913-13:40:11 current_test_accuracies 0.9564 0.9541 0.9579 0.9564 0.9586 0.9455 0.9547 0.9554 0.9537 0.9581
20240913-13:40:11 time_train=4344 time_c_quizzes=9359
20240913-13:40:11 nb_c_quizzes 3225
20240913-13:40:11 training model 5 (accuracy 0.9454770684242249)
20240913-13:40:11 training model 8 (accuracy 0.9536921381950378)
20240913-13:42:14 train_loss 1187 model 5 0.011317993474045579
20240913-13:42:14 train_loss 1187 model 8 0.010940180370635062
20240913-13:42:16 test_loss 1187 model 5 0.007553468395430229
20240913-13:42:16 test_loss 1187 model 8 0.010566219957945577
20240913-13:42:55 test_accuracy 1187 model 5 nb_correct 755 / 800 (94.38%)
20240913-13:42:57 test_accuracy 1187 model 8 nb_correct 768 / 812 (94.58%)
20240913-13:42:58 wrote ae_000.pth
20240913-13:42:59 wrote ae_001.pth
20240913-13:42:59 wrote ae_002.pth
20240913-13:43:00 wrote ae_003.pth
20240913-13:43:01 wrote ae_004.pth
20240913-13:43:02 wrote ae_005.pth
20240913-13:43:02 wrote ae_006.pth
20240913-13:43:03 wrote ae_007.pth
20240913-13:43:04 wrote ae_008.pth
20240913-13:43:04 wrote ae_009.pth
20240913-13:43:04 epoch_duration 2min53s next_finish 13:45:58
20240913-13:43:04 wrote state.pth
20240913-13:43:04 --- epoch 1188 ----------------------------------------
20240913-13:43:04 current_test_accuracies 0.9564 0.9541 0.9579 0.9564 0.9586 0.9438 0.9547 0.9554 0.9458 0.9581
20240913-13:43:04 time_train=4510 time_c_quizzes=9359
20240913-13:43:04 nb_c_quizzes 3225
20240913-13:43:04 training model 5 (accuracy 0.9437500238418579)
20240913-13:43:04 training model 8 (accuracy 0.9458128213882446)
20240913-13:45:08 train_loss 1188 model 5 0.010775692384460854
20240913-13:45:08 train_loss 1188 model 8 0.010837116067736133
20240913-13:45:09 test_loss 1188 model 5 0.0070441689791110205
20240913-13:45:10 test_loss 1188 model 8 0.008487321685171167
20240913-13:45:43 test_accuracy 1188 model 5 nb_correct 796 / 821 (96.95%)
20240913-13:45:45 test_accuracy 1188 model 8 nb_correct 777 / 824 (94.30%)
20240913-13:45:46 wrote ae_000.pth
20240913-13:45:47 wrote ae_001.pth
20240913-13:45:47 wrote ae_002.pth
20240913-13:45:48 wrote ae_003.pth
20240913-13:45:49 wrote ae_004.pth
20240913-13:45:49 wrote ae_005.pth
20240913-13:45:50 wrote ae_006.pth
20240913-13:45:51 wrote ae_007.pth
20240913-13:45:51 wrote ae_008.pth
20240913-13:45:52 wrote ae_009.pth
20240913-13:45:52 epoch_duration 2min47s next_finish 13:48:40
20240913-13:45:52 wrote state.pth
20240913-13:45:52 --- epoch 1189 ----------------------------------------
20240913-13:45:52 current_test_accuracies 0.9564 0.9541 0.9579 0.9564 0.9586 0.9695 0.9547 0.9554 0.9430 0.9581
20240913-13:45:52 time_train=4670 time_c_quizzes=9359
20240913-13:45:52 nb_c_quizzes 3225
20240913-13:45:52 training model 8 (accuracy 0.9429611563682556)
20240913-13:45:52 training model 1 (accuracy 0.9540942907333374)
20240913-13:47:55 train_loss 1189 model 8 0.010550722791687804
20240913-13:47:55 train_loss 1189 model 1 0.011002477881063896
20240913-13:47:57 test_loss 1189 model 8 0.008523515186581676
20240913-13:47:57 test_loss 1189 model 1 0.006366773300672435
20240913-13:48:30 test_accuracy 1189 model 8 nb_correct 754 / 786 (95.93%)
20240913-13:48:32 test_accuracy 1189 model 1 nb_correct 771 / 808 (95.42%)
20240913-13:48:33 wrote ae_000.pth
20240913-13:48:34 wrote ae_001.pth
20240913-13:48:34 wrote ae_002.pth
20240913-13:48:35 wrote ae_003.pth
20240913-13:48:36 wrote ae_004.pth
20240913-13:48:36 wrote ae_005.pth
20240913-13:48:37 wrote ae_006.pth
20240913-13:48:38 wrote ae_007.pth
20240913-13:48:38 wrote ae_008.pth
20240913-13:48:39 wrote ae_009.pth
20240913-13:48:39 epoch_duration 2min47s next_finish 13:51:26
20240913-13:48:39 wrote state.pth
20240913-13:48:39 --- epoch 1190 ----------------------------------------
20240913-13:48:39 current_test_accuracies 0.9564 0.9542 0.9579 0.9564 0.9586 0.9695 0.9547 0.9554 0.9593 0.9581
20240913-13:48:39 time_train=4830 time_c_quizzes=9359
20240913-13:48:39 nb_c_quizzes 3225
20240913-13:48:39 training model 1 (accuracy 0.9542078971862793)
20240913-13:48:39 training model 6 (accuracy 0.9547169804573059)
20240913-13:50:42 train_loss 1190 model 1 0.010487364431668538
20240913-13:50:43 train_loss 1190 model 6 0.010775127645591055
20240913-13:50:44 test_loss 1190 model 1 0.009975046143722466
20240913-13:50:44 test_loss 1190 model 6 0.009638616703148273
20240913-13:51:18 test_accuracy 1190 model 1 nb_correct 770 / 811 (94.94%)
20240913-13:51:27 test_accuracy 1190 model 6 nb_correct 741 / 795 (93.21%)
20240913-13:51:27 wrote ae_000.pth
20240913-13:51:28 wrote ae_001.pth
20240913-13:51:29 wrote ae_002.pth
20240913-13:51:30 wrote ae_003.pth
20240913-13:51:30 wrote ae_004.pth
20240913-13:51:31 wrote ae_005.pth
20240913-13:51:32 wrote ae_006.pth
20240913-13:51:32 wrote ae_007.pth
20240913-13:51:33 wrote ae_008.pth
20240913-13:51:34 wrote ae_009.pth
20240913-13:51:34 epoch_duration 2min54s next_finish 13:54:28
20240913-13:51:34 wrote state.pth
20240913-13:51:34 --- epoch 1191 ----------------------------------------
20240913-13:51:34 current_test_accuracies 0.9564 0.9494 0.9579 0.9564 0.9586 0.9695 0.9321 0.9554 0.9593 0.9581
20240913-13:51:34 time_train=4997 time_c_quizzes=9359
20240913-13:51:34 nb_c_quizzes 3225
20240913-13:51:34 training model 6 (accuracy 0.9320755004882812)
20240913-13:51:34 training model 1 (accuracy 0.9494451284408569)
20240913-13:53:38 train_loss 1191 model 6 0.01102900994234551
20240913-13:53:38 train_loss 1191 model 1 0.011057573050147767
20240913-13:53:39 test_loss 1191 model 6 0.006349582694113565
20240913-13:53:39 test_loss 1191 model 1 0.00930708180052875
20240913-13:54:13 test_accuracy 1191 model 1 nb_correct 761 / 803 (94.77%)
20240913-13:54:15 test_accuracy 1191 model 6 nb_correct 723 / 773 (93.53%)
20240913-13:54:16 wrote ae_000.pth
20240913-13:54:17 wrote ae_001.pth
20240913-13:54:18 wrote ae_002.pth
20240913-13:54:18 wrote ae_003.pth
20240913-13:54:19 wrote ae_004.pth
20240913-13:54:20 wrote ae_005.pth
20240913-13:54:20 wrote ae_006.pth
20240913-13:54:21 wrote ae_007.pth
20240913-13:54:22 wrote ae_008.pth
20240913-13:54:22 wrote ae_009.pth
20240913-13:54:22 epoch_duration 2min48s next_finish 13:57:11
20240913-13:54:22 wrote state.pth
20240913-13:54:22 --- epoch 1192 ----------------------------------------
20240913-13:54:22 current_test_accuracies 0.9564 0.9477 0.9579 0.9564 0.9586 0.9695 0.9353 0.9554 0.9593 0.9581
20240913-13:54:22 time_train=5158 time_c_quizzes=9359
20240913-13:54:22 nb_c_quizzes 3225
20240913-13:54:22 training model 6 (accuracy 0.9353169202804565)
20240913-13:54:22 training model 1 (accuracy 0.9476961493492126)
20240913-13:56:26 train_loss 1192 model 1 0.010532486841486388
20240913-13:56:26 train_loss 1192 model 6 0.010684397880695543
20240913-13:56:27 test_loss 1192 model 1 0.006761538395360844
20240913-13:56:27 test_loss 1192 model 6 0.010765974386038124
20240913-13:57:00 test_accuracy 1192 model 6 nb_correct 742 / 799 (92.87%)
20240913-13:57:02 test_accuracy 1192 model 1 nb_correct 758 / 808 (93.81%)
20240913-13:57:02 wrote ae_000.pth
20240913-13:57:03 wrote ae_001.pth
20240913-13:57:04 wrote ae_002.pth
20240913-13:57:04 wrote ae_003.pth
20240913-13:57:05 wrote ae_004.pth
20240913-13:57:06 wrote ae_005.pth
20240913-13:57:06 wrote ae_006.pth
20240913-13:57:07 wrote ae_007.pth
20240913-13:57:08 wrote ae_008.pth
20240913-13:57:08 wrote ae_009.pth
20240913-13:57:08 epoch_duration 2min45s next_finish 13:59:54
20240913-13:57:08 wrote state.pth
20240913-13:57:08 --- epoch 1193 ----------------------------------------
20240913-13:57:08 current_test_accuracies 0.9564 0.9381 0.9579 0.9564 0.9586 0.9695 0.9287 0.9554 0.9593 0.9581
20240913-13:57:08 time_train=5317 time_c_quizzes=9359
20240913-13:57:08 nb_c_quizzes 3225
20240913-13:57:08 training model 6 (accuracy 0.9286608099937439)
20240913-13:57:08 training model 1 (accuracy 0.9381188154220581)
20240913-13:59:12 train_loss 1193 model 1 0.010606172971245541
20240913-13:59:12 train_loss 1193 model 6 0.010638115182762704
20240913-13:59:13 test_loss 1193 model 1 0.005453993499078535
20240913-13:59:13 test_loss 1193 model 6 0.007046607690472229
20240913-13:59:48 test_accuracy 1193 model 1 nb_correct 753 / 800 (94.12%)
20240913-13:59:54 test_accuracy 1193 model 6 nb_correct 754 / 800 (94.25%)
20240913-13:59:55 wrote ae_000.pth
20240913-13:59:55 wrote ae_001.pth
20240913-13:59:56 wrote ae_002.pth
20240913-13:59:57 wrote ae_003.pth
20240913-13:59:57 wrote ae_004.pth
20240913-13:59:58 wrote ae_005.pth
20240913-13:59:59 wrote ae_006.pth
20240913-13:59:59 wrote ae_007.pth
20240913-14:00:00 wrote ae_008.pth
20240913-14:00:01 wrote ae_009.pth
20240913-14:00:01 epoch_duration 2min52s next_finish 14:02:53
20240913-14:00:01 wrote state.pth
20240913-14:00:01 --- epoch 1194 ----------------------------------------
20240913-14:00:01 current_test_accuracies 0.9564 0.9413 0.9579 0.9564 0.9586 0.9695 0.9425 0.9554 0.9593 0.9581
20240913-14:00:01 time_train=5482 time_c_quizzes=9359
20240913-14:00:01 nb_c_quizzes 3225
20240913-14:00:01 training model 1 (accuracy 0.9412500262260437)
20240913-14:00:01 training model 6 (accuracy 0.9424999952316284)
20240913-14:02:04 train_loss 1194 model 6 0.01080149529022674
20240913-14:02:04 train_loss 1194 model 1 0.01072454295379066
20240913-14:02:06 test_loss 1194 model 6 0.009657015643404066
20240913-14:02:06 test_loss 1194 model 1 0.00808525631032353
20240913-14:02:43 test_accuracy 1194 model 6 nb_correct 772 / 813 (94.96%)
20240913-14:02:47 test_accuracy 1194 model 1 nb_correct 742 / 793 (93.57%)
20240913-14:02:47 wrote ae_000.pth
20240913-14:02:48 wrote ae_001.pth
20240913-14:02:49 wrote ae_002.pth
20240913-14:02:49 wrote ae_003.pth
20240913-14:02:50 wrote ae_004.pth
20240913-14:02:51 wrote ae_005.pth
20240913-14:02:51 wrote ae_006.pth
20240913-14:02:52 wrote ae_007.pth
20240913-14:02:53 wrote ae_008.pth
20240913-14:02:53 wrote ae_009.pth
20240913-14:02:53 epoch_duration 2min52s next_finish 14:05:46
20240913-14:02:53 wrote state.pth
20240913-14:02:53 --- epoch 1195 ----------------------------------------
20240913-14:02:53 current_test_accuracies 0.9564 0.9357 0.9579 0.9564 0.9586 0.9695 0.9496 0.9554 0.9593 0.9581
20240913-14:02:53 time_train=5647 time_c_quizzes=9359
20240913-14:02:53 nb_c_quizzes 3225
20240913-14:02:53 training model 1 (accuracy 0.935687243938446)
20240913-14:02:53 training model 6 (accuracy 0.9495695233345032)
20240913-14:04:57 train_loss 1195 model 1 0.011198987945432236
20240913-14:04:57 train_loss 1195 model 6 0.011350722847320867
20240913-14:04:58 test_loss 1195 model 1 0.00775889902327549
20240913-14:04:58 test_loss 1195 model 6 0.009875657360771584
20240913-14:05:33 test_accuracy 1195 model 1 nb_correct 775 / 814 (95.21%)
20240913-14:05:35 test_accuracy 1195 model 6 nb_correct 750 / 804 (93.28%)
20240913-14:05:36 wrote ae_000.pth
20240913-14:05:36 wrote ae_001.pth
20240913-14:05:37 wrote ae_002.pth
20240913-14:05:38 wrote ae_003.pth
20240913-14:05:39 wrote ae_004.pth
20240913-14:05:39 wrote ae_005.pth
20240913-14:05:40 wrote ae_006.pth
20240913-14:05:41 wrote ae_007.pth
20240913-14:05:41 wrote ae_008.pth
20240913-14:05:42 wrote ae_009.pth
20240913-14:05:42 epoch_duration 2min48s next_finish 14:08:31
20240913-14:05:42 wrote state.pth
20240913-14:05:42 --- epoch 1196 ----------------------------------------
20240913-14:05:42 current_test_accuracies 0.9564 0.9521 0.9579 0.9564 0.9586 0.9695 0.9328 0.9554 0.9593 0.9581
20240913-14:05:42 time_train=5808 time_c_quizzes=9359
20240913-14:05:42 nb_c_quizzes 3225
20240913-14:05:42 training model 6 (accuracy 0.9328358173370361)
20240913-14:05:42 training model 1 (accuracy 0.952088475227356)
20240913-14:07:45 train_loss 1196 model 1 0.01082034168451446
20240913-14:07:45 train_loss 1196 model 6 0.010997145279998222
20240913-14:07:47 test_loss 1196 model 1 0.005619709901949932
20240913-14:07:47 test_loss 1196 model 6 0.006184501311992463
20240913-14:08:20 test_accuracy 1196 model 6 nb_correct 763 / 807 (94.55%)
20240913-14:08:20 test_accuracy 1196 model 1 nb_correct 771 / 813 (94.83%)
20240913-14:08:21 wrote ae_000.pth
20240913-14:08:22 wrote ae_001.pth
20240913-14:08:22 wrote ae_002.pth
20240913-14:08:23 wrote ae_003.pth
20240913-14:08:24 wrote ae_004.pth
20240913-14:08:24 wrote ae_005.pth
20240913-14:08:25 wrote ae_006.pth
20240913-14:08:26 wrote ae_007.pth
20240913-14:08:26 wrote ae_008.pth
20240913-14:08:27 wrote ae_009.pth
20240913-14:08:27 epoch_duration 2min44s next_finish 14:11:12
20240913-14:08:27 wrote state.pth
20240913-14:08:27 --- epoch 1197 ----------------------------------------
20240913-14:08:27 current_test_accuracies 0.9564 0.9483 0.9579 0.9564 0.9586 0.9695 0.9455 0.9554 0.9593 0.9581
20240913-14:08:27 time_train=5966 time_c_quizzes=9359
20240913-14:08:27 nb_c_quizzes 3225
20240913-14:08:27 training model 6 (accuracy 0.9454770684242249)
20240913-14:08:27 training model 1 (accuracy 0.9483394622802734)
20240913-14:10:30 train_loss 1197 model 6 0.0108317819191343
20240913-14:10:30 train_loss 1197 model 1 0.010597997574362125
20240913-14:10:32 test_loss 1197 model 6 0.007916875405464907
20240913-14:10:32 test_loss 1197 model 1 0.00810909929626149
20240913-14:11:07 test_accuracy 1197 model 6 nb_correct 763 / 808 (94.43%)
20240913-14:11:07 test_accuracy 1197 model 1 nb_correct 736 / 792 (92.93%)
20240913-14:11:08 wrote ae_000.pth
20240913-14:11:09 wrote ae_001.pth
20240913-14:11:09 wrote ae_002.pth
20240913-14:11:10 wrote ae_003.pth
20240913-14:11:11 wrote ae_004.pth
20240913-14:11:11 wrote ae_005.pth
20240913-14:11:12 wrote ae_006.pth
20240913-14:11:13 wrote ae_007.pth
20240913-14:11:13 wrote ae_008.pth
20240913-14:11:14 wrote ae_009.pth
20240913-14:11:14 epoch_duration 2min46s next_finish 14:14:01
20240913-14:11:14 wrote state.pth
20240913-14:11:14 --- epoch 1198 ----------------------------------------
20240913-14:11:14 current_test_accuracies 0.9564 0.9293 0.9579 0.9564 0.9586 0.9695 0.9443 0.9554 0.9593 0.9581
20240913-14:11:14 time_train=6126 time_c_quizzes=9359
20240913-14:11:14 nb_c_quizzes 3225
20240913-14:11:14 training model 1 (accuracy 0.9292929172515869)
20240913-14:11:14 training model 6 (accuracy 0.9443069100379944)
20240913-14:13:17 train_loss 1198 model 6 0.009915751532393187
20240913-14:13:17 train_loss 1198 model 1 0.010536246564380234
20240913-14:13:19 test_loss 1198 model 6 0.007033729903878338
20240913-14:13:19 test_loss 1198 model 1 0.008985321656007272
20240913-14:13:53 test_accuracy 1198 model 1 nb_correct 767 / 810 (94.69%)
20240913-14:13:59 test_accuracy 1198 model 6 nb_correct 781 / 826 (94.55%)
20240913-14:13:59 wrote ae_000.pth
20240913-14:14:00 wrote ae_001.pth
20240913-14:14:01 wrote ae_002.pth
20240913-14:14:01 wrote ae_003.pth
20240913-14:14:02 wrote ae_004.pth
20240913-14:14:03 wrote ae_005.pth
20240913-14:14:04 wrote ae_006.pth
20240913-14:14:04 wrote ae_007.pth
20240913-14:14:05 wrote ae_008.pth
20240913-14:14:06 wrote ae_009.pth
20240913-14:14:06 epoch_duration 2min51s next_finish 14:16:57
20240913-14:14:06 wrote state.pth
20240913-14:14:06 --- epoch 1199 ----------------------------------------
20240913-14:14:06 current_test_accuracies 0.9564 0.9469 0.9579 0.9564 0.9586 0.9695 0.9455 0.9554 0.9593 0.9581
20240913-14:14:06 time_train=6290 time_c_quizzes=9359
20240913-14:14:06 nb_c_quizzes 3225
20240913-14:14:06 training model 6 (accuracy 0.9455205798149109)
20240913-14:14:06 training model 1 (accuracy 0.9469135999679565)
20240913-14:16:09 train_loss 1199 model 1 0.011020304815210692
20240913-14:16:09 train_loss 1199 model 6 0.010645898140838654
20240913-14:16:11 test_loss 1199 model 1 0.007039740741635825
20240913-14:16:11 test_loss 1199 model 6 0.010252973649605224
20240913-14:16:47 test_accuracy 1199 model 1 nb_correct 757 / 808 (93.69%)
20240913-14:16:48 test_accuracy 1199 model 6 nb_correct 763 / 805 (94.78%)
20240913-14:16:49 wrote ae_000.pth
20240913-14:16:50 wrote ae_001.pth
20240913-14:16:50 wrote ae_002.pth
20240913-14:16:51 wrote ae_003.pth
20240913-14:16:52 wrote ae_004.pth
20240913-14:16:52 wrote ae_005.pth
20240913-14:16:53 wrote ae_006.pth
20240913-14:16:54 wrote ae_007.pth
20240913-14:16:54 wrote ae_008.pth
20240913-14:16:55 wrote ae_009.pth
20240913-14:16:55 epoch_duration 2min49s next_finish 14:19:45
20240913-14:16:55 wrote state.pth
20240913-14:16:55 --- epoch 1200 ----------------------------------------
20240913-14:16:55 current_test_accuracies 0.9564 0.9369 0.9579 0.9564 0.9586 0.9695 0.9478 0.9554 0.9593 0.9581
20240913-14:16:55 time_train=6452 time_c_quizzes=9359
20240913-14:16:55 nb_c_quizzes 3225
20240913-14:16:55 training model 1 (accuracy 0.9368811845779419)
20240913-14:16:55 training model 6 (accuracy 0.947826087474823)
20240913-14:18:59 train_loss 1200 model 1 0.011532776184384601
20240913-14:18:59 train_loss 1200 model 6 0.011373924727122358
20240913-14:19:00 test_loss 1200 model 1 0.005804758074719985
20240913-14:19:00 test_loss 1200 model 6 0.00959564622465905
20240913-14:19:38 test_accuracy 1200 model 6 nb_correct 751 / 801 (93.76%)
20240913-14:19:39 test_accuracy 1200 model 1 nb_correct 758 / 797 (95.11%)
20240913-14:19:40 wrote ae_000.pth
20240913-14:19:40 wrote ae_001.pth
20240913-14:19:41 wrote ae_002.pth
20240913-14:19:42 wrote ae_003.pth
20240913-14:19:42 wrote ae_004.pth
20240913-14:19:43 wrote ae_005.pth
20240913-14:19:44 wrote ae_006.pth
20240913-14:19:44 wrote ae_007.pth
20240913-14:19:45 wrote ae_008.pth
20240913-14:19:46 wrote ae_009.pth
20240913-14:19:46 epoch_duration 2min50s next_finish 14:22:36
20240913-14:19:46 wrote state.pth
20240913-14:19:46 --- epoch 1201 ----------------------------------------
20240913-14:19:46 current_test_accuracies 0.9564 0.9511 0.9579 0.9564 0.9586 0.9695 0.9376 0.9554 0.9593 0.9581
20240913-14:19:46 time_train=6615 time_c_quizzes=9359
20240913-14:19:46 nb_c_quizzes 3225
20240913-14:19:46 training model 6 (accuracy 0.937578022480011)
20240913-14:19:46 training model 1 (accuracy 0.9510664939880371)
20240913-14:21:50 train_loss 1201 model 6 0.010127524464653107
20240913-14:21:50 train_loss 1201 model 1 0.011370760579011404
20240913-14:21:51 test_loss 1201 model 6 0.007054379248470255
20240913-14:21:51 test_loss 1201 model 1 0.011787445072511105
20240913-14:22:25 test_accuracy 1201 model 1 nb_correct 750 / 795 (94.34%)
20240913-14:22:27 test_accuracy 1201 model 6 nb_correct 745 / 791 (94.18%)
20240913-14:22:28 wrote ae_000.pth
20240913-14:22:29 wrote ae_001.pth
20240913-14:22:29 wrote ae_002.pth
20240913-14:22:30 wrote ae_003.pth
20240913-14:22:31 wrote ae_004.pth
20240913-14:22:31 wrote ae_005.pth
20240913-14:22:32 wrote ae_006.pth
20240913-14:22:33 wrote ae_007.pth
20240913-14:22:33 wrote ae_008.pth
20240913-14:22:34 wrote ae_009.pth
20240913-14:22:34 epoch_duration 2min48s next_finish 14:25:23
20240913-14:22:34 wrote state.pth
20240913-14:22:34 --- epoch 1202 ----------------------------------------
20240913-14:22:34 current_test_accuracies 0.9564 0.9434 0.9579 0.9564 0.9586 0.9695 0.9418 0.9554 0.9593 0.9581
20240913-14:22:34 time_train=6776 time_c_quizzes=9359
20240913-14:22:34 nb_c_quizzes 3225
20240913-14:22:34 training model 6 (accuracy 0.9418457746505737)
20240913-14:22:34 training model 1 (accuracy 0.9433962106704712)
20240913-14:24:38 train_loss 1202 model 6 0.010983863366983313
20240913-14:24:38 train_loss 1202 model 1 0.010583357299617091
20240913-14:24:39 test_loss 1202 model 6 0.006302136081990284
20240913-14:24:40 test_loss 1202 model 1 0.00838603514641818
20240913-14:25:15 test_accuracy 1202 model 6 nb_correct 734 / 799 (91.86%)
20240913-14:25:19 test_accuracy 1202 model 1 nb_correct 740 / 790 (93.67%)
20240913-14:25:19 wrote ae_000.pth
20240913-14:25:20 wrote ae_001.pth
20240913-14:25:21 wrote ae_002.pth
20240913-14:25:21 wrote ae_003.pth
20240913-14:25:22 wrote ae_004.pth
20240913-14:25:23 wrote ae_005.pth
20240913-14:25:23 wrote ae_006.pth
20240913-14:25:24 wrote ae_007.pth
20240913-14:25:25 wrote ae_008.pth
20240913-14:25:25 wrote ae_009.pth
20240913-14:25:25 epoch_duration 2min51s next_finish 14:28:16
20240913-14:25:25 wrote state.pth
20240913-14:25:25 --- epoch 1203 ----------------------------------------
20240913-14:25:25 current_test_accuracies 0.9564 0.9367 0.9579 0.9564 0.9586 0.9695 0.9186 0.9554 0.9593 0.9581
20240913-14:25:25 time_train=6940 time_c_quizzes=9359
20240913-14:25:25 nb_c_quizzes 3225
20240913-14:25:25 training model 6 (accuracy 0.9186483025550842)
20240913-14:25:25 training model 1 (accuracy 0.9367088675498962)
20240913-14:27:30 train_loss 1203 model 6 0.010737467472154094
20240913-14:27:31 test_loss 1203 model 6 0.00673254153295062
20240913-14:27:43 train_loss 1203 model 1 0.01063235960646125
20240913-14:27:47 test_loss 1203 model 1 0.008894420110507895
20240913-14:28:06 test_accuracy 1203 model 6 nb_correct 754 / 795 (94.84%)
20240913-14:28:50 test_accuracy 1203 model 1 nb_correct 746 / 796 (93.72%)
20240913-14:28:50 wrote ae_000.pth
20240913-14:28:51 wrote ae_001.pth
20240913-14:28:52 wrote ae_002.pth
20240913-14:28:53 wrote ae_003.pth
20240913-14:28:53 wrote ae_004.pth
20240913-14:28:54 wrote ae_005.pth
20240913-14:28:55 wrote ae_006.pth
20240913-14:28:56 wrote ae_007.pth
20240913-14:28:56 wrote ae_008.pth
20240913-14:28:57 wrote ae_009.pth
20240913-14:28:57 epoch_duration 3min31s next_finish 14:32:29
20240913-14:28:57 wrote state.pth
20240913-14:28:57 --- epoch 1204 ----------------------------------------
20240913-14:28:57 current_test_accuracies 0.9564 0.9372 0.9579 0.9564 0.9586 0.9695 0.9484 0.9554 0.9593 0.9581
20240913-14:28:57 time_train=7144 time_c_quizzes=9359
20240913-14:28:57 nb_c_quizzes 3225
20240913-14:28:57 training model 1 (accuracy 0.9371859431266785)
20240913-14:28:57 training model 6 (accuracy 0.948427677154541)
20240913-14:32:37 train_loss 1204 model 1 0.01126186557889696
20240913-14:32:39 test_loss 1204 model 1 0.011782571020285104
20240913-14:32:45 train_loss 1204 model 6 0.010249559350480922
20240913-14:32:47 test_loss 1204 model 6 0.004581826030994307
20240913-14:33:32 test_accuracy 1204 model 1 nb_correct 738 / 793 (93.06%)
20240913-14:33:44 test_accuracy 1204 model 6 nb_correct 766 / 801 (95.63%)
20240913-14:33:45 wrote ae_000.pth
20240913-14:33:46 wrote ae_001.pth
20240913-14:33:47 wrote ae_002.pth
20240913-14:33:47 wrote ae_003.pth
20240913-14:33:48 wrote ae_004.pth
20240913-14:33:49 wrote ae_005.pth
20240913-14:33:49 wrote ae_006.pth
20240913-14:33:50 wrote ae_007.pth
20240913-14:33:51 wrote ae_008.pth
20240913-14:33:51 wrote ae_009.pth
20240913-14:33:51 epoch_duration 4min54s next_finish 14:38:46
20240913-14:33:51 wrote state.pth
20240913-14:33:51 --- epoch 1205 ----------------------------------------
20240913-14:33:51 current_test_accuracies 0.9564 0.9306 0.9579 0.9564 0.9586 0.9695 0.9563 0.9554 0.9593 0.9581
20240913-14:33:51 time_train=7431 time_c_quizzes=9359
20240913-14:33:51 nb_c_quizzes 3225
20240913-14:33:51 training model 1 (accuracy 0.9306431412696838)
20240913-14:33:51 training model 7 (accuracy 0.955367922782898)
20240913-14:35:55 train_loss 1205 model 1 0.011105673181671591
20240913-14:35:55 train_loss 1205 model 7 0.011896676126600142
20240913-14:35:56 test_loss 1205 model 1 0.008832692701304268
20240913-14:35:56 test_loss 1205 model 7 0.00869426201461323
20240913-14:36:33 test_accuracy 1205 model 1 nb_correct 765 / 813 (94.10%)
20240913-14:36:33 test_accuracy 1205 model 7 nb_correct 769 / 801 (96.00%)
20240913-14:36:34 wrote ae_000.pth
20240913-14:36:35 wrote ae_001.pth
20240913-14:36:35 wrote ae_002.pth
20240913-14:36:36 wrote ae_003.pth
20240913-14:36:37 wrote ae_004.pth
20240913-14:36:37 wrote ae_005.pth
20240913-14:36:38 wrote ae_006.pth
20240913-14:36:39 wrote ae_007.pth
20240913-14:36:40 wrote ae_008.pth
20240913-14:36:40 wrote ae_009.pth
20240913-14:36:40 epoch_duration 2min48s next_finish 14:39:29
20240913-14:36:40 wrote state.pth
20240913-14:36:40 --- epoch 1206 ----------------------------------------
20240913-14:36:40 current_test_accuracies 0.9564 0.9410 0.9579 0.9564 0.9586 0.9695 0.9563 0.9600 0.9593 0.9581
20240913-14:36:40 time_train=7592 time_c_quizzes=9359
20240913-14:36:40 nb_c_quizzes 3225
20240913-14:36:40 training model 1 (accuracy 0.9409593939781189)
20240913-14:36:40 training model 6 (accuracy 0.9563046097755432)
20240913-14:38:43 train_loss 1206 model 6 0.010357136193033056
20240913-14:38:44 train_loss 1206 model 1 0.010737117657847193
20240913-14:38:45 test_loss 1206 model 6 0.007534336785480278
20240913-14:38:45 test_loss 1206 model 1 0.010959850696758621
20240913-14:39:19 test_accuracy 1206 model 6 nb_correct 777 / 807 (96.28%)
20240913-14:39:23 test_accuracy 1206 model 1 nb_correct 751 / 812 (92.49%)
20240913-14:39:23 wrote ae_000.pth
20240913-14:39:24 wrote ae_001.pth
20240913-14:39:25 wrote ae_002.pth
20240913-14:39:26 wrote ae_003.pth
20240913-14:39:26 wrote ae_004.pth
20240913-14:39:27 wrote ae_005.pth
20240913-14:39:28 wrote ae_006.pth
20240913-14:39:28 wrote ae_007.pth
20240913-14:39:29 wrote ae_008.pth
20240913-14:39:30 wrote ae_009.pth
20240913-14:39:30 epoch_duration 2min49s next_finish 14:42:19
20240913-14:39:30 wrote state.pth
20240913-14:39:30 --- epoch 1207 ----------------------------------------
20240913-14:39:30 current_test_accuracies 0.9564 0.9249 0.9579 0.9564 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:39:30 time_train=7754 time_c_quizzes=9359
20240913-14:39:30 nb_c_quizzes 3225
20240913-14:39:30 training model 1 (accuracy 0.924876868724823)
20240913-14:39:30 training model 0 (accuracy 0.9563590884208679)
20240913-14:41:33 train_loss 1207 model 1 0.011501628036806323
20240913-14:41:33 train_loss 1207 model 0 0.011412178048296938
20240913-14:41:35 test_loss 1207 model 1 0.004792873146197962
20240913-14:41:35 test_loss 1207 model 0 0.007474393614825203
20240913-14:42:11 test_accuracy 1207 model 0 nb_correct 716 / 775 (92.39%)
20240913-14:42:11 test_accuracy 1207 model 1 nb_correct 754 / 800 (94.25%)
20240913-14:42:12 wrote ae_000.pth
20240913-14:42:13 wrote ae_001.pth
20240913-14:42:13 wrote ae_002.pth
20240913-14:42:14 wrote ae_003.pth
20240913-14:42:15 wrote ae_004.pth
20240913-14:42:16 wrote ae_005.pth
20240913-14:42:16 wrote ae_006.pth
20240913-14:42:17 wrote ae_007.pth
20240913-14:42:18 wrote ae_008.pth
20240913-14:42:18 wrote ae_009.pth
20240913-14:42:18 epoch_duration 2min48s next_finish 14:45:07
20240913-14:42:18 wrote state.pth
20240913-14:42:18 --- epoch 1208 ----------------------------------------
20240913-14:42:18 current_test_accuracies 0.9239 0.9425 0.9579 0.9564 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:42:18 time_train=7915 time_c_quizzes=9359
20240913-14:42:18 nb_c_quizzes 3225
20240913-14:42:18 training model 0 (accuracy 0.9238709807395935)
20240913-14:42:18 training model 1 (accuracy 0.9424999952316284)
20240913-14:44:22 train_loss 1208 model 1 0.011015655921853978
20240913-14:44:22 train_loss 1208 model 0 0.011415607623459436
20240913-14:44:23 test_loss 1208 model 1 0.008093621215044778
20240913-14:44:23 test_loss 1208 model 0 0.007083179159374708
20240913-14:44:57 test_accuracy 1208 model 1 nb_correct 744 / 799 (93.12%)
20240913-14:45:00 test_accuracy 1208 model 0 nb_correct 744 / 806 (92.31%)
20240913-14:45:01 wrote ae_000.pth
20240913-14:45:01 wrote ae_001.pth
20240913-14:45:02 wrote ae_002.pth
20240913-14:45:03 wrote ae_003.pth
20240913-14:45:03 wrote ae_004.pth
20240913-14:45:04 wrote ae_005.pth
20240913-14:45:05 wrote ae_006.pth
20240913-14:45:05 wrote ae_007.pth
20240913-14:45:06 wrote ae_008.pth
20240913-14:45:07 wrote ae_009.pth
20240913-14:45:07 epoch_duration 2min48s next_finish 14:47:55
20240913-14:45:07 wrote state.pth
20240913-14:45:07 --- epoch 1209 ----------------------------------------
20240913-14:45:07 current_test_accuracies 0.9231 0.9312 0.9579 0.9564 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:45:07 time_train=8076 time_c_quizzes=9359
20240913-14:45:07 nb_c_quizzes 3225
20240913-14:45:07 training model 0 (accuracy 0.9230769276618958)
20240913-14:45:07 training model 1 (accuracy 0.9311639666557312)
20240913-14:47:10 train_loss 1209 model 1 0.01104717803022686
20240913-14:47:10 train_loss 1209 model 0 0.011175069828705546
20240913-14:47:12 test_loss 1209 model 1 0.010786276123519655
20240913-14:47:12 test_loss 1209 model 0 0.005671245141614633
20240913-14:47:44 test_accuracy 1209 model 0 nb_correct 779 / 809 (96.29%)
20240913-14:47:47 test_accuracy 1209 model 1 nb_correct 740 / 799 (92.62%)
20240913-14:47:48 wrote ae_000.pth
20240913-14:47:48 wrote ae_001.pth
20240913-14:47:49 wrote ae_002.pth
20240913-14:47:50 wrote ae_003.pth
20240913-14:47:51 wrote ae_004.pth
20240913-14:47:51 wrote ae_005.pth
20240913-14:47:52 wrote ae_006.pth
20240913-14:47:53 wrote ae_007.pth
20240913-14:47:53 wrote ae_008.pth
20240913-14:47:54 wrote ae_009.pth
20240913-14:47:54 epoch_duration 2min47s next_finish 14:50:41
20240913-14:47:54 wrote state.pth
20240913-14:47:54 --- epoch 1210 ----------------------------------------
20240913-14:47:54 current_test_accuracies 0.9629 0.9262 0.9579 0.9564 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:47:54 time_train=8236 time_c_quizzes=9359
20240913-14:47:54 nb_c_quizzes 3225
20240913-14:47:54 training model 1 (accuracy 0.9261577129364014)
20240913-14:47:54 training model 3 (accuracy 0.9564134478569031)
20240913-14:49:58 train_loss 1210 model 3 0.010587832365539725
20240913-14:49:58 train_loss 1210 model 1 0.010695393958503701
20240913-14:49:59 test_loss 1210 model 3 0.007694558626337766
20240913-14:49:59 test_loss 1210 model 1 0.006268904302564238
20240913-14:50:33 test_accuracy 1210 model 1 nb_correct 743 / 790 (94.05%)
20240913-14:50:37 test_accuracy 1210 model 3 nb_correct 743 / 788 (94.29%)
20240913-14:50:37 wrote ae_000.pth
20240913-14:50:38 wrote ae_001.pth
20240913-14:50:39 wrote ae_002.pth
20240913-14:50:40 wrote ae_003.pth
20240913-14:50:40 wrote ae_004.pth
20240913-14:50:41 wrote ae_005.pth
20240913-14:50:42 wrote ae_006.pth
20240913-14:50:42 wrote ae_007.pth
20240913-14:50:43 wrote ae_008.pth
20240913-14:50:44 wrote ae_009.pth
20240913-14:50:44 epoch_duration 2min49s next_finish 14:53:34
20240913-14:50:44 wrote state.pth
20240913-14:50:44 --- epoch 1211 ----------------------------------------
20240913-14:50:44 current_test_accuracies 0.9629 0.9405 0.9579 0.9429 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:50:44 time_train=8398 time_c_quizzes=9359
20240913-14:50:44 nb_c_quizzes 3225
20240913-14:50:44 training model 1 (accuracy 0.9405063390731812)
20240913-14:50:44 training model 3 (accuracy 0.942893385887146)
20240913-14:52:47 train_loss 1211 model 1 0.010244890653080803
20240913-14:52:47 train_loss 1211 model 3 0.01054603323880474
20240913-14:52:49 test_loss 1211 model 1 0.007043952512074014
20240913-14:52:49 test_loss 1211 model 3 0.007659697516889707
20240913-14:53:23 test_accuracy 1211 model 3 nb_correct 730 / 781 (93.47%)
20240913-14:53:27 test_accuracy 1211 model 1 nb_correct 745 / 778 (95.76%)
20240913-14:53:27 wrote ae_000.pth
20240913-14:53:28 wrote ae_001.pth
20240913-14:53:29 wrote ae_002.pth
20240913-14:53:30 wrote ae_003.pth
20240913-14:53:30 wrote ae_004.pth
20240913-14:53:31 wrote ae_005.pth
20240913-14:53:32 wrote ae_006.pth
20240913-14:53:32 wrote ae_007.pth
20240913-14:53:33 wrote ae_008.pth
20240913-14:53:34 wrote ae_009.pth
20240913-14:53:34 epoch_duration 2min49s next_finish 14:56:23
20240913-14:53:34 wrote state.pth
20240913-14:53:34 --- epoch 1212 ----------------------------------------
20240913-14:53:34 current_test_accuracies 0.9629 0.9576 0.9579 0.9347 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:53:34 time_train=8560 time_c_quizzes=9359
20240913-14:53:34 nb_c_quizzes 3225
20240913-14:53:34 training model 3 (accuracy 0.9346991181373596)
20240913-14:53:34 training model 1 (accuracy 0.9575835466384888)
20240913-14:55:37 train_loss 1212 model 3 0.011373686402183012
20240913-14:55:37 train_loss 1212 model 1 0.010752157087863453
20240913-14:55:39 test_loss 1212 model 3 0.007722684352185105
20240913-14:55:39 test_loss 1212 model 1 0.011933874053390525
20240913-14:56:12 test_accuracy 1212 model 3 nb_correct 744 / 797 (93.35%)
20240913-14:56:17 test_accuracy 1212 model 1 nb_correct 747 / 786 (95.04%)
20240913-14:56:17 wrote ae_000.pth
20240913-14:56:18 wrote ae_001.pth
20240913-14:56:19 wrote ae_002.pth
20240913-14:56:19 wrote ae_003.pth
20240913-14:56:20 wrote ae_004.pth
20240913-14:56:21 wrote ae_005.pth
20240913-14:56:22 wrote ae_006.pth
20240913-14:56:22 wrote ae_007.pth
20240913-14:56:23 wrote ae_008.pth
20240913-14:56:24 wrote ae_009.pth
20240913-14:56:24 epoch_duration 2min49s next_finish 14:59:14
20240913-14:56:24 wrote state.pth
20240913-14:56:24 --- epoch 1213 ----------------------------------------
20240913-14:56:24 current_test_accuracies 0.9629 0.9504 0.9579 0.9335 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:56:24 time_train=8723 time_c_quizzes=9359
20240913-14:56:24 nb_c_quizzes 3225
20240913-14:56:24 training model 3 (accuracy 0.9335006475448608)
20240913-14:56:24 training model 1 (accuracy 0.9503816962242126)
20240913-14:58:27 train_loss 1213 model 1 0.010683594817828634
20240913-14:58:27 train_loss 1213 model 3 0.011248927580754752
20240913-14:58:29 test_loss 1213 model 1 0.007382034951956484
20240913-14:58:29 test_loss 1213 model 3 0.011522462946126666
20240913-14:59:03 test_accuracy 1213 model 1 nb_correct 751 / 793 (94.70%)
20240913-14:59:03 test_accuracy 1213 model 3 nb_correct 726 / 802 (90.52%)
20240913-14:59:04 wrote ae_000.pth
20240913-14:59:05 wrote ae_001.pth
20240913-14:59:05 wrote ae_002.pth
20240913-14:59:06 wrote ae_003.pth
20240913-14:59:07 wrote ae_004.pth
20240913-14:59:08 wrote ae_005.pth
20240913-14:59:08 wrote ae_006.pth
20240913-14:59:09 wrote ae_007.pth
20240913-14:59:10 wrote ae_008.pth
20240913-14:59:10 wrote ae_009.pth
20240913-14:59:10 epoch_duration 2min46s next_finish 15:01:57
20240913-14:59:10 wrote state.pth
20240913-14:59:10 --- epoch 1214 ----------------------------------------
20240913-14:59:10 current_test_accuracies 0.9629 0.9470 0.9579 0.9052 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-14:59:10 time_train=8882 time_c_quizzes=9359
20240913-14:59:10 nb_c_quizzes 3225
20240913-14:59:10 training model 3 (accuracy 0.9052368998527527)
20240913-14:59:10 training model 1 (accuracy 0.9470365643501282)
20240913-15:01:14 train_loss 1214 model 3 0.011029156295645407
20240913-15:01:14 train_loss 1214 model 1 0.011323350705548364
20240913-15:01:15 test_loss 1214 model 3 0.008944546277832898
20240913-15:01:15 test_loss 1214 model 1 0.007658448831435294
20240913-15:01:50 test_accuracy 1214 model 3 nb_correct 746 / 798 (93.48%)
20240913-15:01:52 test_accuracy 1214 model 1 nb_correct 778 / 813 (95.69%)
20240913-15:01:53 wrote ae_000.pth
20240913-15:01:54 wrote ae_001.pth
20240913-15:01:54 wrote ae_002.pth
20240913-15:01:55 wrote ae_003.pth
20240913-15:01:56 wrote ae_004.pth
20240913-15:01:56 wrote ae_005.pth
20240913-15:01:57 wrote ae_006.pth
20240913-15:01:58 wrote ae_007.pth
20240913-15:01:59 wrote ae_008.pth
20240913-15:01:59 wrote ae_009.pth
20240913-15:01:59 epoch_duration 2min48s next_finish 15:04:48
20240913-15:01:59 wrote state.pth
20240913-15:01:59 --- epoch 1215 ----------------------------------------
20240913-15:01:59 current_test_accuracies 0.9629 0.9569 0.9579 0.9348 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:01:59 time_train=9043 time_c_quizzes=9359
20240913-15:01:59 nb_c_quizzes 3225
20240913-15:01:59 training model 3 (accuracy 0.9348371028900146)
20240913-15:01:59 training model 1 (accuracy 0.9569495916366577)
20240913-15:04:03 train_loss 1215 model 1 0.011460232020186594
20240913-15:04:03 train_loss 1215 model 3 0.010643557262165813
20240913-15:04:04 test_loss 1215 model 1 0.008422803089455044
20240913-15:04:04 test_loss 1215 model 3 0.006524800248104157
20240913-15:04:40 test_accuracy 1215 model 1 nb_correct 750 / 793 (94.58%)
20240913-15:04:42 test_accuracy 1215 model 3 nb_correct 736 / 792 (92.93%)
20240913-15:04:42 wrote ae_000.pth
20240913-15:04:43 wrote ae_001.pth
20240913-15:04:44 wrote ae_002.pth
20240913-15:04:44 wrote ae_003.pth
20240913-15:04:45 wrote ae_004.pth
20240913-15:04:46 wrote ae_005.pth
20240913-15:04:46 wrote ae_006.pth
20240913-15:04:47 wrote ae_007.pth
20240913-15:04:48 wrote ae_008.pth
20240913-15:04:48 wrote ae_009.pth
20240913-15:04:48 epoch_duration 2min49s next_finish 15:07:37
20240913-15:04:48 wrote state.pth
20240913-15:04:48 --- epoch 1216 ----------------------------------------
20240913-15:04:48 current_test_accuracies 0.9629 0.9458 0.9579 0.9293 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:04:48 time_train=9205 time_c_quizzes=9359
20240913-15:04:48 nb_c_quizzes 3225
20240913-15:04:48 training model 3 (accuracy 0.9292929172515869)
20240913-15:04:48 training model 1 (accuracy 0.9457755088806152)
20240913-15:06:52 train_loss 1216 model 1 0.010561011116536975
20240913-15:06:52 train_loss 1216 model 3 0.0105921176072643
20240913-15:06:53 test_loss 1216 model 1 0.010004228625984624
20240913-15:06:53 test_loss 1216 model 3 0.0077999667563744875
20240913-15:07:26 test_accuracy 1216 model 1 nb_correct 780 / 816 (95.59%)
20240913-15:07:29 test_accuracy 1216 model 3 nb_correct 772 / 821 (94.03%)
20240913-15:07:30 wrote ae_000.pth
20240913-15:07:31 wrote ae_001.pth
20240913-15:07:31 wrote ae_002.pth
20240913-15:07:32 wrote ae_003.pth
20240913-15:07:33 wrote ae_004.pth
20240913-15:07:34 wrote ae_005.pth
20240913-15:07:34 wrote ae_006.pth
20240913-15:07:35 wrote ae_007.pth
20240913-15:07:36 wrote ae_008.pth
20240913-15:07:36 wrote ae_009.pth
20240913-15:07:36 epoch_duration 2min47s next_finish 15:10:24
20240913-15:07:36 wrote state.pth
20240913-15:07:36 --- epoch 1217 ----------------------------------------
20240913-15:07:36 current_test_accuracies 0.9629 0.9559 0.9579 0.9403 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:07:36 time_train=9365 time_c_quizzes=9359
20240913-15:07:36 nb_c_quizzes 3225
20240913-15:07:36 training model 3 (accuracy 0.9403166770935059)
20240913-15:07:36 training model 1 (accuracy 0.9558823704719543)
20240913-15:09:40 train_loss 1217 model 1 0.010318667570316393
20240913-15:09:40 train_loss 1217 model 3 0.01052344915243657
20240913-15:09:41 test_loss 1217 model 1 0.006898235667924269
20240913-15:09:41 test_loss 1217 model 3 0.007520800118300031
20240913-15:10:18 test_accuracy 1217 model 1 nb_correct 736 / 778 (94.60%)
20240913-15:10:19 test_accuracy 1217 model 3 nb_correct 735 / 803 (91.53%)
20240913-15:10:20 wrote ae_000.pth
20240913-15:10:20 wrote ae_001.pth
20240913-15:10:21 wrote ae_002.pth
20240913-15:10:22 wrote ae_003.pth
20240913-15:10:22 wrote ae_004.pth
20240913-15:10:23 wrote ae_005.pth
20240913-15:10:24 wrote ae_006.pth
20240913-15:10:24 wrote ae_007.pth
20240913-15:10:25 wrote ae_008.pth
20240913-15:10:26 wrote ae_009.pth
20240913-15:10:26 epoch_duration 2min49s next_finish 15:13:15
20240913-15:10:26 wrote state.pth
20240913-15:10:26 --- epoch 1218 ----------------------------------------
20240913-15:10:26 current_test_accuracies 0.9629 0.9460 0.9579 0.9153 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:10:26 time_train=9527 time_c_quizzes=9359
20240913-15:10:26 nb_c_quizzes 3225
20240913-15:10:26 training model 3 (accuracy 0.9153175354003906)
20240913-15:10:26 training model 1 (accuracy 0.9460154175758362)
20240913-15:12:29 train_loss 1218 model 1 0.011159391925037199
20240913-15:12:29 train_loss 1218 model 3 0.011318788058812061
20240913-15:12:31 test_loss 1218 model 1 0.01024262934992919
20240913-15:12:31 test_loss 1218 model 3 0.006728493612394004
20240913-15:13:04 test_accuracy 1218 model 1 nb_correct 753 / 814 (92.51%)
20240913-15:13:06 test_accuracy 1218 model 3 nb_correct 732 / 776 (94.33%)
20240913-15:13:07 wrote ae_000.pth
20240913-15:13:08 wrote ae_001.pth
20240913-15:13:08 wrote ae_002.pth
20240913-15:13:09 wrote ae_003.pth
20240913-15:13:10 wrote ae_004.pth
20240913-15:13:10 wrote ae_005.pth
20240913-15:13:11 wrote ae_006.pth
20240913-15:13:12 wrote ae_007.pth
20240913-15:13:12 wrote ae_008.pth
20240913-15:13:13 wrote ae_009.pth
20240913-15:13:13 epoch_duration 2min46s next_finish 15:16:00
20240913-15:13:13 wrote state.pth
20240913-15:13:13 --- epoch 1219 ----------------------------------------
20240913-15:13:13 current_test_accuracies 0.9629 0.9251 0.9579 0.9433 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:13:13 time_train=9687 time_c_quizzes=9359
20240913-15:13:13 nb_c_quizzes 3225
20240913-15:13:13 training model 1 (accuracy 0.9250614047050476)
20240913-15:13:13 training model 3 (accuracy 0.9432989954948425)
20240913-15:15:17 train_loss 1219 model 3 0.010991573310904642
20240913-15:15:17 train_loss 1219 model 1 0.010621108689043467
20240913-15:15:18 test_loss 1219 model 3 0.008286683043854737
20240913-15:15:18 test_loss 1219 model 1 0.00835181298775467
20240913-15:15:50 test_accuracy 1219 model 1 nb_correct 766 / 802 (95.51%)
20240913-15:15:54 test_accuracy 1219 model 3 nb_correct 783 / 829 (94.45%)
20240913-15:15:54 wrote ae_000.pth
20240913-15:15:55 wrote ae_001.pth
20240913-15:15:56 wrote ae_002.pth
20240913-15:15:57 wrote ae_003.pth
20240913-15:15:57 wrote ae_004.pth
20240913-15:15:58 wrote ae_005.pth
20240913-15:15:59 wrote ae_006.pth
20240913-15:15:59 wrote ae_007.pth
20240913-15:16:00 wrote ae_008.pth
20240913-15:16:01 wrote ae_009.pth
20240913-15:16:01 epoch_duration 2min47s next_finish 15:18:48
20240913-15:16:01 wrote state.pth
20240913-15:16:01 --- epoch 1220 ----------------------------------------
20240913-15:16:01 current_test_accuracies 0.9629 0.9551 0.9579 0.9445 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:16:01 time_train=9847 time_c_quizzes=9359
20240913-15:16:01 nb_c_quizzes 3225
20240913-15:16:01 training model 3 (accuracy 0.9445114731788635)
20240913-15:16:01 training model 1 (accuracy 0.9551122188568115)
20240913-15:18:04 train_loss 1220 model 3 0.010887428214074134
20240913-15:18:04 train_loss 1220 model 1 0.010822948622162584
20240913-15:18:06 test_loss 1220 model 3 0.007215217786978201
20240913-15:18:06 test_loss 1220 model 1 0.006039592768505031
20240913-15:18:41 test_accuracy 1220 model 3 nb_correct 757 / 801 (94.51%)
20240913-15:18:43 test_accuracy 1220 model 1 nb_correct 754 / 798 (94.49%)
20240913-15:18:43 wrote ae_000.pth
20240913-15:18:44 wrote ae_001.pth
20240913-15:18:45 wrote ae_002.pth
20240913-15:18:45 wrote ae_003.pth
20240913-15:18:46 wrote ae_004.pth
20240913-15:18:47 wrote ae_005.pth
20240913-15:18:48 wrote ae_006.pth
20240913-15:18:48 wrote ae_007.pth
20240913-15:18:49 wrote ae_008.pth
20240913-15:18:50 wrote ae_009.pth
20240913-15:18:50 epoch_duration 2min49s next_finish 15:21:39
20240913-15:18:50 wrote state.pth
20240913-15:18:50 --- epoch 1221 ----------------------------------------
20240913-15:18:50 current_test_accuracies 0.9629 0.9449 0.9579 0.9451 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:18:50 time_train=10008 time_c_quizzes=9359
20240913-15:18:50 nb_c_quizzes 3225
20240913-15:18:50 training model 1 (accuracy 0.9448621273040771)
20240913-15:18:50 training model 3 (accuracy 0.9450686573982239)
20240913-15:20:53 train_loss 1221 model 3 0.01039785299903906
20240913-15:20:53 train_loss 1221 model 1 0.010599637134995647
20240913-15:20:55 test_loss 1221 model 3 0.00838660527289221
20240913-15:20:55 test_loss 1221 model 1 0.007710654468752409
20240913-15:21:28 test_accuracy 1221 model 3 nb_correct 774 / 821 (94.28%)
20240913-15:21:32 test_accuracy 1221 model 1 nb_correct 740 / 791 (93.55%)
20240913-15:21:33 wrote ae_000.pth
20240913-15:21:34 wrote ae_001.pth
20240913-15:21:34 wrote ae_002.pth
20240913-15:21:35 wrote ae_003.pth
20240913-15:21:36 wrote ae_004.pth
20240913-15:21:36 wrote ae_005.pth
20240913-15:21:37 wrote ae_006.pth
20240913-15:21:38 wrote ae_007.pth
20240913-15:21:39 wrote ae_008.pth
20240913-15:21:39 wrote ae_009.pth
20240913-15:21:39 epoch_duration 2min49s next_finish 15:24:29
20240913-15:21:39 wrote state.pth
20240913-15:21:39 --- epoch 1222 ----------------------------------------
20240913-15:21:39 current_test_accuracies 0.9629 0.9355 0.9579 0.9428 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:21:39 time_train=10170 time_c_quizzes=9359
20240913-15:21:39 nb_c_quizzes 3225
20240913-15:21:39 training model 1 (accuracy 0.9355246424674988)
20240913-15:21:39 training model 3 (accuracy 0.9427527189254761)
20240913-15:23:43 train_loss 1222 model 3 0.010407616656372739
20240913-15:23:43 train_loss 1222 model 1 0.010663159389397152
20240913-15:23:45 test_loss 1222 model 3 0.009124176770447434
20240913-15:23:45 test_loss 1222 model 1 0.0074763360402616994
20240913-15:24:21 test_accuracy 1222 model 3 nb_correct 756 / 801 (94.38%)
20240913-15:24:21 test_accuracy 1222 model 1 nb_correct 753 / 809 (93.08%)
20240913-15:24:22 wrote ae_000.pth
20240913-15:24:22 wrote ae_001.pth
20240913-15:24:23 wrote ae_002.pth
20240913-15:24:24 wrote ae_003.pth
20240913-15:24:24 wrote ae_004.pth
20240913-15:24:25 wrote ae_005.pth
20240913-15:24:26 wrote ae_006.pth
20240913-15:24:26 wrote ae_007.pth
20240913-15:24:27 wrote ae_008.pth
20240913-15:24:28 wrote ae_009.pth
20240913-15:24:28 epoch_duration 2min48s next_finish 15:27:16
20240913-15:24:28 wrote state.pth
20240913-15:24:28 --- epoch 1223 ----------------------------------------
20240913-15:24:28 current_test_accuracies 0.9629 0.9308 0.9579 0.9438 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:24:28 time_train=10331 time_c_quizzes=9359
20240913-15:24:28 nb_c_quizzes 3225
20240913-15:24:28 training model 1 (accuracy 0.9307787418365479)
20240913-15:24:28 training model 3 (accuracy 0.9438202381134033)
20240913-15:26:31 train_loss 1223 model 1 0.010537538000223322
20240913-15:26:31 train_loss 1223 model 3 0.010731130995066451
20240913-15:26:33 test_loss 1223 model 1 0.007882345010375501
20240913-15:26:33 test_loss 1223 model 3 0.00880229979255418
20240913-15:27:05 test_accuracy 1223 model 1 nb_correct 775 / 809 (95.80%)
20240913-15:27:10 test_accuracy 1223 model 3 nb_correct 721 / 772 (93.39%)
20240913-15:27:11 wrote ae_000.pth
20240913-15:27:11 wrote ae_001.pth
20240913-15:27:12 wrote ae_002.pth
20240913-15:27:13 wrote ae_003.pth
20240913-15:27:13 wrote ae_004.pth
20240913-15:27:14 wrote ae_005.pth
20240913-15:27:15 wrote ae_006.pth
20240913-15:27:16 wrote ae_007.pth
20240913-15:27:16 wrote ae_008.pth
20240913-15:27:17 wrote ae_009.pth
20240913-15:27:17 epoch_duration 2min48s next_finish 15:30:06
20240913-15:27:17 wrote state.pth
20240913-15:27:17 --- epoch 1224 ----------------------------------------
20240913-15:27:17 current_test_accuracies 0.9629 0.9580 0.9579 0.9339 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:27:17 time_train=10493 time_c_quizzes=9359
20240913-15:27:17 nb_c_quizzes 3225
20240913-15:27:17 training model 3 (accuracy 0.9339378476142883)
20240913-15:27:17 training model 2 (accuracy 0.9578686356544495)
20240913-15:29:20 train_loss 1224 model 2 0.0104117397471382
20240913-15:29:21 train_loss 1224 model 3 0.011048690182200517
20240913-15:29:22 test_loss 1224 model 2 0.008639124677324616
20240913-15:29:22 test_loss 1224 model 3 0.008731000018633495
20240913-15:29:58 test_accuracy 1224 model 2 nb_correct 757 / 798 (94.86%)
20240913-15:29:59 test_accuracy 1224 model 3 nb_correct 724 / 798 (90.73%)
20240913-15:29:59 wrote ae_000.pth
20240913-15:30:00 wrote ae_001.pth
20240913-15:30:01 wrote ae_002.pth
20240913-15:30:01 wrote ae_003.pth
20240913-15:30:02 wrote ae_004.pth
20240913-15:30:03 wrote ae_005.pth
20240913-15:30:03 wrote ae_006.pth
20240913-15:30:04 wrote ae_007.pth
20240913-15:30:05 wrote ae_008.pth
20240913-15:30:06 wrote ae_009.pth
20240913-15:30:06 epoch_duration 2min48s next_finish 15:32:54
20240913-15:30:06 wrote state.pth
20240913-15:30:06 --- epoch 1225 ----------------------------------------
20240913-15:30:06 current_test_accuracies 0.9629 0.9580 0.9486 0.9073 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:30:06 time_train=10654 time_c_quizzes=9359
20240913-15:30:06 nb_c_quizzes 3225
20240913-15:30:06 training model 3 (accuracy 0.9072681665420532)
20240913-15:30:06 training model 2 (accuracy 0.9486215710639954)
20240913-15:32:10 train_loss 1225 model 3 0.010397954001527978
20240913-15:32:10 train_loss 1225 model 2 0.010342263508304313
20240913-15:32:11 test_loss 1225 model 3 0.008873088902237213
20240913-15:32:11 test_loss 1225 model 2 0.007540203241956078
20240913-15:32:46 test_accuracy 1225 model 2 nb_correct 743 / 801 (92.76%)
20240913-15:32:48 test_accuracy 1225 model 3 nb_correct 748 / 805 (92.92%)
20240913-15:32:49 wrote ae_000.pth
20240913-15:32:49 wrote ae_001.pth
20240913-15:32:50 wrote ae_002.pth
20240913-15:32:51 wrote ae_003.pth
20240913-15:32:52 wrote ae_004.pth
20240913-15:32:52 wrote ae_005.pth
20240913-15:32:53 wrote ae_006.pth
20240913-15:32:54 wrote ae_007.pth
20240913-15:32:54 wrote ae_008.pth
20240913-15:32:55 wrote ae_009.pth
20240913-15:32:55 epoch_duration 2min49s next_finish 15:35:45
20240913-15:32:55 wrote state.pth
20240913-15:32:55 --- epoch 1226 ----------------------------------------
20240913-15:32:55 current_test_accuracies 0.9629 0.9580 0.9276 0.9292 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:32:55 time_train=10816 time_c_quizzes=9359
20240913-15:32:55 nb_c_quizzes 3225
20240913-15:32:55 training model 2 (accuracy 0.9275904893875122)
20240913-15:32:55 training model 3 (accuracy 0.9291925430297852)
20240913-15:34:59 train_loss 1226 model 3 0.010799238289137066
20240913-15:34:59 train_loss 1226 model 2 0.011225497580668162
20240913-15:35:00 test_loss 1226 model 3 0.007918662602173753
20240913-15:35:00 test_loss 1226 model 2 0.007134738738886881
20240913-15:35:35 test_accuracy 1226 model 3 nb_correct 735 / 786 (93.51%)
20240913-15:35:39 test_accuracy 1226 model 2 nb_correct 750 / 793 (94.58%)
20240913-15:35:40 wrote ae_000.pth
20240913-15:35:40 wrote ae_001.pth
20240913-15:35:41 wrote ae_002.pth
20240913-15:35:42 wrote ae_003.pth
20240913-15:35:42 wrote ae_004.pth
20240913-15:35:43 wrote ae_005.pth
20240913-15:35:44 wrote ae_006.pth
20240913-15:35:44 wrote ae_007.pth
20240913-15:35:45 wrote ae_008.pth
20240913-15:35:46 wrote ae_009.pth
20240913-15:35:46 epoch_duration 2min50s next_finish 15:38:37
20240913-15:35:46 wrote state.pth
20240913-15:35:46 --- epoch 1227 ----------------------------------------
20240913-15:35:46 current_test_accuracies 0.9629 0.9580 0.9458 0.9351 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:35:46 time_train=10979 time_c_quizzes=9359
20240913-15:35:46 nb_c_quizzes 3225
20240913-15:35:46 training model 3 (accuracy 0.9351145029067993)
20240913-15:35:46 training model 2 (accuracy 0.9457755088806152)
20240913-15:37:50 train_loss 1227 model 3 0.011415528060886573
20240913-15:37:50 train_loss 1227 model 2 0.01101455049848846
20240913-15:37:51 test_loss 1227 model 3 0.00694059765186239
20240913-15:37:51 test_loss 1227 model 2 0.010891514648255907
20240913-15:38:26 test_accuracy 1227 model 2 nb_correct 736 / 776 (94.85%)
20240913-15:38:29 test_accuracy 1227 model 3 nb_correct 736 / 780 (94.36%)
20240913-15:38:30 wrote ae_000.pth
20240913-15:38:31 wrote ae_001.pth
20240913-15:38:31 wrote ae_002.pth
20240913-15:38:32 wrote ae_003.pth
20240913-15:38:33 wrote ae_004.pth
20240913-15:38:34 wrote ae_005.pth
20240913-15:38:34 wrote ae_006.pth
20240913-15:38:35 wrote ae_007.pth
20240913-15:38:36 wrote ae_008.pth
20240913-15:38:36 wrote ae_009.pth
20240913-15:38:36 epoch_duration 2min50s next_finish 15:41:27
20240913-15:38:36 wrote state.pth
20240913-15:38:36 --- epoch 1228 ----------------------------------------
20240913-15:38:36 current_test_accuracies 0.9629 0.9580 0.9485 0.9436 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:38:36 time_train=11142 time_c_quizzes=9359
20240913-15:38:36 nb_c_quizzes 3225
20240913-15:38:36 training model 3 (accuracy 0.9435897469520569)
20240913-15:38:36 training model 2 (accuracy 0.9484536051750183)
20240913-15:40:40 train_loss 1228 model 3 0.010404750980251265
20240913-15:40:40 train_loss 1228 model 2 0.010955874355327978
20240913-15:40:41 test_loss 1228 model 3 0.012675495978771777
20240913-15:40:41 test_loss 1228 model 2 0.00878160881058534
20240913-15:41:14 test_accuracy 1228 model 3 nb_correct 746 / 795 (93.84%)
20240913-15:41:17 test_accuracy 1228 model 2 nb_correct 750 / 806 (93.05%)
20240913-15:41:18 wrote ae_000.pth
20240913-15:41:19 wrote ae_001.pth
20240913-15:41:20 wrote ae_002.pth
20240913-15:41:20 wrote ae_003.pth
20240913-15:41:21 wrote ae_004.pth
20240913-15:41:22 wrote ae_005.pth
20240913-15:41:22 wrote ae_006.pth
20240913-15:41:23 wrote ae_007.pth
20240913-15:41:24 wrote ae_008.pth
20240913-15:41:24 wrote ae_009.pth
20240913-15:41:24 epoch_duration 2min48s next_finish 15:44:13
20240913-15:41:24 wrote state.pth
20240913-15:41:24 --- epoch 1229 ----------------------------------------
20240913-15:41:24 current_test_accuracies 0.9629 0.9580 0.9305 0.9384 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:41:24 time_train=11303 time_c_quizzes=9359
20240913-15:41:24 nb_c_quizzes 3225
20240913-15:41:24 training model 2 (accuracy 0.9305210709571838)
20240913-15:41:24 training model 3 (accuracy 0.9383648037910461)
20240913-15:43:28 train_loss 1229 model 3 0.010369365237920647
20240913-15:43:28 train_loss 1229 model 2 0.011050476410309784
20240913-15:43:30 test_loss 1229 model 3 0.006995361206003281
20240913-15:43:30 test_loss 1229 model 2 0.006909635911813439
20240913-15:44:05 test_accuracy 1229 model 2 nb_correct 771 / 813 (94.83%)
20240913-15:44:12 test_accuracy 1229 model 3 nb_correct 735 / 788 (93.27%)
20240913-15:44:12 wrote ae_000.pth
20240913-15:44:13 wrote ae_001.pth
20240913-15:44:14 wrote ae_002.pth
20240913-15:44:15 wrote ae_003.pth
20240913-15:44:15 wrote ae_004.pth
20240913-15:44:16 wrote ae_005.pth
20240913-15:44:17 wrote ae_006.pth
20240913-15:44:17 wrote ae_007.pth
20240913-15:44:18 wrote ae_008.pth
20240913-15:44:19 wrote ae_009.pth
20240913-15:44:19 epoch_duration 2min54s next_finish 15:47:13
20240913-15:44:19 wrote state.pth
20240913-15:44:19 --- epoch 1230 ----------------------------------------
20240913-15:44:19 current_test_accuracies 0.9629 0.9580 0.9483 0.9327 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:44:19 time_train=11470 time_c_quizzes=9359
20240913-15:44:19 nb_c_quizzes 3225
20240913-15:44:19 training model 3 (accuracy 0.932741105556488)
20240913-15:44:19 training model 2 (accuracy 0.9483394622802734)
20240913-15:46:23 train_loss 1230 model 3 0.010357123462313211
20240913-15:46:23 train_loss 1230 model 2 0.011082726296503097
20240913-15:46:24 test_loss 1230 model 3 0.007559341642826211
20240913-15:46:24 test_loss 1230 model 2 0.008572491231387858
20240913-15:46:56 test_accuracy 1230 model 3 nb_correct 747 / 792 (94.32%)
20240913-15:46:57 test_accuracy 1230 model 2 nb_correct 759 / 797 (95.23%)
20240913-15:46:58 wrote ae_000.pth
20240913-15:46:59 wrote ae_001.pth
20240913-15:46:59 wrote ae_002.pth
20240913-15:47:00 wrote ae_003.pth
20240913-15:47:01 wrote ae_004.pth
20240913-15:47:01 wrote ae_005.pth
20240913-15:47:02 wrote ae_006.pth
20240913-15:47:03 wrote ae_007.pth
20240913-15:47:04 wrote ae_008.pth
20240913-15:47:04 wrote ae_009.pth
20240913-15:47:04 epoch_duration 2min45s next_finish 15:49:50
20240913-15:47:04 wrote state.pth
20240913-15:47:04 --- epoch 1231 ----------------------------------------
20240913-15:47:04 current_test_accuracies 0.9629 0.9580 0.9523 0.9432 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:47:04 time_train=11628 time_c_quizzes=9359
20240913-15:47:04 nb_c_quizzes 3225
20240913-15:47:04 training model 3 (accuracy 0.9431818127632141)
20240913-15:47:04 training model 2 (accuracy 0.9523212313652039)
20240913-15:49:08 train_loss 1231 model 2 0.010852596559223457
20240913-15:49:08 train_loss 1231 model 3 0.010061243425675912
20240913-15:49:10 test_loss 1231 model 2 0.0070349495668580175
20240913-15:49:10 test_loss 1231 model 3 0.009976101343785616
20240913-15:49:45 test_accuracy 1231 model 2 nb_correct 755 / 801 (94.26%)
20240913-15:49:46 test_accuracy 1231 model 3 nb_correct 752 / 809 (92.95%)
20240913-15:49:46 wrote ae_000.pth
20240913-15:49:47 wrote ae_001.pth
20240913-15:49:48 wrote ae_002.pth
20240913-15:49:49 wrote ae_003.pth
20240913-15:49:49 wrote ae_004.pth
20240913-15:49:50 wrote ae_005.pth
20240913-15:49:51 wrote ae_006.pth
20240913-15:49:51 wrote ae_007.pth
20240913-15:49:52 wrote ae_008.pth
20240913-15:49:53 wrote ae_009.pth
20240913-15:49:53 epoch_duration 2min48s next_finish 15:52:41
20240913-15:49:53 wrote state.pth
20240913-15:49:53 --- epoch 1232 ----------------------------------------
20240913-15:49:53 current_test_accuracies 0.9629 0.9580 0.9426 0.9295 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:49:53 time_train=11789 time_c_quizzes=9359
20240913-15:49:53 nb_c_quizzes 3225
20240913-15:49:53 training model 3 (accuracy 0.9295426607131958)
20240913-15:49:53 training model 2 (accuracy 0.942571759223938)
20240913-15:51:56 train_loss 1232 model 2 0.010484245066460061
20240913-15:51:56 train_loss 1232 model 3 0.010793718479870222
20240913-15:51:58 test_loss 1232 model 2 0.007319740620170023
20240913-15:51:58 test_loss 1232 model 3 0.008377564703681627
20240913-15:52:32 test_accuracy 1232 model 3 nb_correct 749 / 790 (94.81%)
20240913-15:52:34 test_accuracy 1232 model 2 nb_correct 776 / 818 (94.87%)
20240913-15:52:34 wrote ae_000.pth
20240913-15:52:35 wrote ae_001.pth
20240913-15:52:36 wrote ae_002.pth
20240913-15:52:37 wrote ae_003.pth
20240913-15:52:37 wrote ae_004.pth
20240913-15:52:38 wrote ae_005.pth
20240913-15:52:39 wrote ae_006.pth
20240913-15:52:39 wrote ae_007.pth
20240913-15:52:40 wrote ae_008.pth
20240913-15:52:41 wrote ae_009.pth
20240913-15:52:41 epoch_duration 2min47s next_finish 15:55:28
20240913-15:52:41 wrote state.pth
20240913-15:52:41 --- epoch 1233 ----------------------------------------
20240913-15:52:41 current_test_accuracies 0.9629 0.9580 0.9487 0.9481 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:52:41 time_train=11949 time_c_quizzes=9359
20240913-15:52:41 nb_c_quizzes 3225
20240913-15:52:41 training model 3 (accuracy 0.948101282119751)
20240913-15:52:41 training model 2 (accuracy 0.9486552476882935)
20240913-15:54:44 train_loss 1233 model 3 0.01087574002866404
20240913-15:54:44 train_loss 1233 model 2 0.011379746603926834
20240913-15:54:45 test_loss 1233 model 3 0.008276596071333842
20240913-15:54:46 test_loss 1233 model 2 0.00704231310004424
20240913-15:55:19 test_accuracy 1233 model 3 nb_correct 748 / 789 (94.80%)
20240913-15:55:20 test_accuracy 1233 model 2 nb_correct 742 / 789 (94.04%)
20240913-15:55:21 wrote ae_000.pth
20240913-15:55:22 wrote ae_001.pth
20240913-15:55:22 wrote ae_002.pth
20240913-15:55:23 wrote ae_003.pth
20240913-15:55:24 wrote ae_004.pth
20240913-15:55:24 wrote ae_005.pth
20240913-15:55:25 wrote ae_006.pth
20240913-15:55:26 wrote ae_007.pth
20240913-15:55:27 wrote ae_008.pth
20240913-15:55:27 wrote ae_009.pth
20240913-15:55:27 epoch_duration 2min46s next_finish 15:58:14
20240913-15:55:27 wrote state.pth
20240913-15:55:27 --- epoch 1234 ----------------------------------------
20240913-15:55:27 current_test_accuracies 0.9629 0.9580 0.9404 0.9480 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:55:27 time_train=12108 time_c_quizzes=9359
20240913-15:55:27 nb_c_quizzes 3225
20240913-15:55:27 training model 2 (accuracy 0.9404309391975403)
20240913-15:55:27 training model 3 (accuracy 0.948035478591919)
20240913-15:57:31 train_loss 1234 model 2 0.010512462038055673
20240913-15:57:31 train_loss 1234 model 3 0.010881051360635866
20240913-15:57:32 test_loss 1234 model 2 0.008112366048288777
20240913-15:57:32 test_loss 1234 model 3 0.008531828683795695
20240913-15:58:05 test_accuracy 1234 model 2 nb_correct 765 / 817 (93.64%)
20240913-15:58:14 test_accuracy 1234 model 3 nb_correct 732 / 784 (93.37%)
20240913-15:58:15 wrote ae_000.pth
20240913-15:58:16 wrote ae_001.pth
20240913-15:58:17 wrote ae_002.pth
20240913-15:58:17 wrote ae_003.pth
20240913-15:58:18 wrote ae_004.pth
20240913-15:58:19 wrote ae_005.pth
20240913-15:58:19 wrote ae_006.pth
20240913-15:58:20 wrote ae_007.pth
20240913-15:58:21 wrote ae_008.pth
20240913-15:58:21 wrote ae_009.pth
20240913-15:58:21 epoch_duration 2min53s next_finish 16:01:15
20240913-15:58:21 wrote state.pth
20240913-15:58:21 --- epoch 1235 ----------------------------------------
20240913-15:58:21 current_test_accuracies 0.9629 0.9580 0.9364 0.9337 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-15:58:21 time_train=12275 time_c_quizzes=9359
20240913-15:58:21 nb_c_quizzes 3225
20240913-15:58:21 training model 3 (accuracy 0.9336734414100647)
20240913-15:58:21 training model 2 (accuracy 0.9363524913787842)
20240913-16:00:25 train_loss 1235 model 3 0.010791867046544211
20240913-16:00:25 train_loss 1235 model 2 0.010666300588264675
20240913-16:00:26 test_loss 1235 model 3 0.008711749243826717
20240913-16:00:26 test_loss 1235 model 2 0.007615997358904813
20240913-16:01:02 test_accuracy 1235 model 3 nb_correct 754 / 807 (93.43%)
20240913-16:01:03 test_accuracy 1235 model 2 nb_correct 766 / 805 (95.16%)
20240913-16:01:04 wrote ae_000.pth
20240913-16:01:05 wrote ae_001.pth
20240913-16:01:06 wrote ae_002.pth
20240913-16:01:06 wrote ae_003.pth
20240913-16:01:07 wrote ae_004.pth
20240913-16:01:08 wrote ae_005.pth
20240913-16:01:08 wrote ae_006.pth
20240913-16:01:09 wrote ae_007.pth
20240913-16:01:10 wrote ae_008.pth
20240913-16:01:10 wrote ae_009.pth
20240913-16:01:10 epoch_duration 2min49s next_finish 16:04:00
20240913-16:01:10 wrote state.pth
20240913-16:01:10 --- epoch 1236 ----------------------------------------
20240913-16:01:10 current_test_accuracies 0.9629 0.9580 0.9516 0.9343 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-16:01:10 time_train=12437 time_c_quizzes=9359
20240913-16:01:10 nb_c_quizzes 3225
20240913-16:01:10 training model 3 (accuracy 0.9343246817588806)
20240913-16:01:10 training model 2 (accuracy 0.9515528082847595)
20240913-16:03:14 train_loss 1236 model 3 0.010664586167961716
20240913-16:03:14 train_loss 1236 model 2 0.010153170406871595
20240913-16:03:16 test_loss 1236 model 3 0.005930559564376381
20240913-16:03:16 test_loss 1236 model 2 0.00787660531950891
20240913-16:03:47 test_accuracy 1236 model 2 nb_correct 761 / 806 (94.42%)
20240913-16:03:49 test_accuracy 1236 model 3 nb_correct 739 / 792 (93.31%)
20240913-16:03:50 wrote ae_000.pth
20240913-16:03:51 wrote ae_001.pth
20240913-16:03:52 wrote ae_002.pth
20240913-16:03:52 wrote ae_003.pth
20240913-16:03:53 wrote ae_004.pth
20240913-16:03:54 wrote ae_005.pth
20240913-16:03:54 wrote ae_006.pth
20240913-16:03:55 wrote ae_007.pth
20240913-16:03:56 wrote ae_008.pth
20240913-16:03:56 wrote ae_009.pth
20240913-16:03:56 epoch_duration 2min45s next_finish 16:06:42
20240913-16:03:56 wrote state.pth
20240913-16:03:56 --- epoch 1237 ----------------------------------------
20240913-16:03:56 current_test_accuracies 0.9629 0.9580 0.9442 0.9331 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-16:03:56 time_train=12595 time_c_quizzes=9359
20240913-16:03:56 nb_c_quizzes 3225
20240913-16:03:56 training model 3 (accuracy 0.933080792427063)
20240913-16:03:56 training model 2 (accuracy 0.944168746471405)
20240913-16:06:00 train_loss 1237 model 3 0.01043702823176136
20240913-16:06:00 train_loss 1237 model 2 0.011001899947680614
20240913-16:06:01 test_loss 1237 model 3 0.007353658138936225
20240913-16:06:01 test_loss 1237 model 2 0.006304285440957358
20240913-16:06:34 test_accuracy 1237 model 3 nb_correct 778 / 811 (95.93%)
20240913-16:06:36 test_accuracy 1237 model 2 nb_correct 764 / 804 (95.02%)
20240913-16:06:37 wrote ae_000.pth
20240913-16:06:37 wrote ae_001.pth
20240913-16:06:38 wrote ae_002.pth
20240913-16:06:39 wrote ae_003.pth
20240913-16:06:40 wrote ae_004.pth
20240913-16:06:40 wrote ae_005.pth
20240913-16:06:41 wrote ae_006.pth
20240913-16:06:42 wrote ae_007.pth
20240913-16:06:42 wrote ae_008.pth
20240913-16:06:43 wrote ae_009.pth
20240913-16:06:43 epoch_duration 2min46s next_finish 16:09:30
20240913-16:06:43 wrote state.pth
20240913-16:06:43 --- epoch 1238 ----------------------------------------
20240913-16:06:43 current_test_accuracies 0.9629 0.9580 0.9502 0.9593 0.9586 0.9695 0.9628 0.9600 0.9593 0.9581
20240913-16:06:43 time_train=12754 time_c_quizzes=9359
20240913-16:06:43 dummy tensor([0.1285])
20240913-16:06:43 dummy tensor([0.4621])
20240913-16:06:50 nb_generated 1 model 8 (finishes ??? -- 0/h)
20240913-16:06:51 nb_generated 0 model 8 (finishes ??? -- 0/h)
20240913-16:06:59 nb_generated 3 model 9 (finishes Fri 18:51 -- 455/h)
20240913-16:07:01 nb_generated 2 model 0 (finishes Fri 22:22 -- 199/h)
20240913-16:07:13 nb_generated 3 model 5 (finishes Fri 21:20 -- 238/h)
20240913-16:07:16 nb_generated 4 model 6 (finishes Fri 21:46 -- 220/h)
20240913-16:07:27 nb_generated 4 model 2 (finishes Fri 21:10 -- 246/h)
20240913-16:07:29 nb_generated 5 model 0 (finishes Fri 21:26 -- 234/h)
20240913-16:07:36 nb_generated 7 model 4 (finishes Fri 22:15 -- 203/h)
20240913-16:07:38 nb_generated 5 model 6 (finishes Fri 22:27 -- 196/h)
20240913-16:07:46 nb_generated 10 model 8 (finishes Fri 20:30 -- 284/h)
20240913-16:07:48 nb_generated 8 model 9 (finishes Fri 20:38 -- 275/h)
20240913-16:07:56 nb_generated 13 model 8 (finishes Fri 19:15 -- 396/h)
20240913-16:08:00 nb_generated 11 model 9 (finishes Fri 19:26 -- 375/h)
20240913-16:08:05 nb_generated 14 model 1 (finishes Fri 19:15 -- 396/h)
20240913-16:08:16 nb_generated 12 model 3 (finishes Fri 19:41 -- 348/h)
20240913-16:08:24 nb_generated 14 model 6 (finishes Fri 19:59 -- 321/h)
20240913-16:08:26 nb_generated 12 model 9 (finishes Fri 20:04 -- 315/h)
20240913-16:08:34 nb_generated 17 model 7 (finishes Fri 19:04 -- 422/h)
20240913-16:08:37 nb_generated 17 model 6 (finishes Fri 19:25 -- 377/h)
20240913-16:08:45 nb_generated 18 model 5 (finishes Fri 19:22 -- 383/h)
20240913-16:08:47 nb_generated 21 model 3 (finishes Fri 18:47 -- 466/h)
20240913-16:08:59 nb_generated 24 model 5 (finishes Fri 18:36 -- 501/h)
20240913-16:09:00 nb_generated 20 model 2 (finishes Fri 19:30 -- 368/h)
20240913-16:09:08 nb_generated 22 model 9 (finishes Fri 19:15 -- 398/h)
20240913-16:09:14 nb_generated 22 model 2 (finishes Fri 19:22 -- 382/h)
20240913-16:09:17 nb_generated 24 model 8 (finishes Fri 18:55 -- 444/h)
20240913-16:09:27 nb_generated 27 model 8 (finishes Fri 18:57 -- 439/h)
20240913-16:09:29 nb_generated 25 model 0 (finishes Fri 19:08 -- 412/h)
20240913-16:09:35 nb_generated 29 model 7 (finishes Fri 18:49 -- 461/h)
20240913-16:09:39 nb_generated 27 model 3 (finishes Fri 19:01 -- 429/h)
20240913-16:09:51 nb_generated 31 model 2 (finishes Fri 18:49 -- 460/h)
20240913-16:09:53 nb_generated 29 model 6 (finishes Fri 19:06 -- 416/h)
20240913-16:10:01 nb_generated 32 model 1 (finishes Fri 18:58 -- 437/h)
20240913-16:10:03 nb_generated 34 model 8 (finishes Fri 18:40 -- 486/h)
20240913-16:10:10 nb_generated 33 model 2 (finishes Fri 19:05 -- 418/h)
20240913-16:10:13 nb_generated 37 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:10:18 nb_generated 36 model 9 (finishes Fri 18:52 -- 451/h)
20240913-16:10:24 nb_generated 39 model 7 (finishes Fri 18:35 -- 505/h)
20240913-16:10:33 nb_generated 38 model 3 (finishes Fri 18:57 -- 438/h)
20240913-16:10:33 nb_generated 39 model 9 (finishes Fri 18:41 -- 484/h)
20240913-16:10:49 nb_generated 40 model 6 (finishes Fri 18:57 -- 438/h)
20240913-16:10:52 nb_generated 41 model 5 (finishes Fri 18:43 -- 477/h)
20240913-16:10:59 nb_generated 41 model 4 (finishes Fri 18:58 -- 436/h)
20240913-16:11:02 nb_generated 45 model 1 (finishes Fri 18:40 -- 486/h)
20240913-16:11:07 nb_generated 46 model 9 (finishes Fri 18:53 -- 449/h)
20240913-16:11:16 nb_generated 50 model 8 (finishes Fri 18:32 -- 514/h)
20240913-16:11:17 nb_generated 48 model 7 (finishes Fri 18:49 -- 460/h)
20240913-16:11:30 nb_generated 51 model 8 (finishes Fri 18:36 -- 501/h)
20240913-16:11:32 nb_generated 54 model 3 (finishes Fri 18:37 -- 498/h)
20240913-16:11:39 nb_generated 57 model 4 (finishes Fri 18:33 -- 510/h)
20240913-16:11:40 nb_generated 53 model 4 (finishes Fri 18:33 -- 509/h)
20240913-16:11:52 nb_generated 56 model 0 (finishes Fri 18:32 -- 513/h)
20240913-16:11:52 nb_generated 59 model 9 (finishes Fri 18:36 -- 500/h)
20240913-16:12:02 nb_generated 59 model 2 (finishes Fri 18:28 -- 530/h)
20240913-16:12:03 nb_generated 61 model 7 (finishes Fri 18:34 -- 505/h)
20240913-16:12:13 nb_generated 61 model 3 (finishes Fri 18:29 -- 524/h)
20240913-16:12:14 nb_generated 63 model 2 (finishes Fri 18:33 -- 511/h)
20240913-16:12:24 nb_generated 64 model 6 (finishes Fri 18:34 -- 507/h)
20240913-16:12:29 nb_generated 61 model 6 (finishes Fri 18:36 -- 499/h)
20240913-16:12:33 nb_generated 67 model 1 (finishes Fri 18:29 -- 525/h)
20240913-16:12:37 nb_generated 63 model 2 (finishes Fri 18:34 -- 508/h)
20240913-16:12:43 nb_generated 65 model 7 (finishes Fri 18:30 -- 519/h)
20240913-16:12:47 nb_generated 69 model 6 (finishes Fri 18:29 -- 524/h)
20240913-16:12:51 nb_generated 67 model 1 (finishes Fri 18:28 -- 528/h)
20240913-16:12:54 nb_generated 70 model 4 (finishes Fri 18:29 -- 523/h)
20240913-16:12:58 nb_generated 67 model 4 (finishes Fri 18:31 -- 519/h)
20240913-16:13:01 nb_generated 73 model 4 (finishes Fri 18:27 -- 533/h)
20240913-16:13:09 nb_generated 68 model 8 (finishes Fri 18:35 -- 503/h)
20240913-16:13:12 nb_generated 76 model 0 (finishes Fri 18:26 -- 536/h)
20240913-16:13:25 nb_generated 68 model 6 (finishes Fri 18:41 -- 484/h)
20240913-16:13:30 nb_generated 79 model 5 (finishes Fri 18:25 -- 539/h)
20240913-16:13:36 nb_generated 68 model 9 (finishes Fri 18:46 -- 470/h)
20240913-16:13:40 nb_generated 82 model 8 (finishes Fri 18:26 -- 535/h)
20240913-16:13:46 nb_generated 70 model 5 (finishes Fri 18:44 -- 476/h)
20240913-16:13:52 nb_generated 82 model 9 (finishes Fri 18:30 -- 520/h)
20240913-16:13:55 nb_generated 73 model 2 (finishes Fri 18:41 -- 483/h)
20240913-16:14:05 nb_generated 74 model 7 (finishes Fri 18:42 -- 481/h)
20240913-16:14:05 nb_generated 83 model 8 (finishes Fri 18:35 -- 505/h)
20240913-16:14:13 nb_generated 77 model 9 (finishes Fri 18:40 -- 487/h)
20240913-16:14:20 nb_generated 83 model 8 (finishes Fri 18:40 -- 488/h)
20240913-16:14:26 nb_generated 80 model 1 (finishes Fri 18:37 -- 497/h)
20240913-16:14:31 nb_generated 84 model 1 (finishes Fri 18:41 -- 484/h)
20240913-16:14:35 nb_generated 84 model 4 (finishes Fri 18:33 -- 511/h)
20240913-16:14:41 nb_generated 85 model 2 (finishes Fri 18:44 -- 474/h)
20240913-16:14:46 nb_generated 88 model 6 (finishes Fri 18:28 -- 528/h)
20240913-16:14:54 nb_generated 90 model 2 (finishes Fri 18:30 -- 520/h)
20240913-16:15:00 nb_generated 92 model 7 (finishes Fri 18:28 -- 528/h)
20240913-16:15:03 nb_generated 87 model 6 (finishes Fri 18:46 -- 468/h)
20240913-16:15:15 nb_generated 87 model 8 (finishes Fri 18:50 -- 457/h)
20240913-16:15:19 nb_generated 92 model 0 (finishes Fri 18:33 -- 509/h)
20240913-16:15:26 nb_generated 96 model 0 (finishes Fri 18:30 -- 523/h)
20240913-16:15:28 nb_generated 87 model 2 (finishes Fri 18:54 -- 446/h)
20240913-16:15:34 nb_generated 97 model 1 (finishes Fri 18:30 -- 522/h)
20240913-16:15:37 nb_generated 91 model 9 (finishes Fri 18:50 -- 458/h)
20240913-16:15:47 nb_generated 98 model 3 (finishes Fri 18:32 -- 516/h)
20240913-16:15:48 nb_generated 93 model 1 (finishes Fri 18:51 -- 455/h)
20240913-16:15:55 nb_generated 97 model 4 (finishes Fri 18:44 -- 476/h)
20240913-16:16:03 nb_generated 101 model 5 (finishes Fri 18:34 -- 507/h)
20240913-16:16:08 nb_generated 99 model 3 (finishes Fri 18:43 -- 477/h)
20240913-16:16:13 nb_generated 104 model 7 (finishes Fri 18:33 -- 511/h)
20240913-16:16:20 nb_generated 104 model 8 (finishes Fri 18:40 -- 486/h)
20240913-16:16:23 nb_generated 105 model 4 (finishes Fri 18:33 -- 509/h)
20240913-16:16:35 nb_generated 106 model 9 (finishes Fri 18:42 -- 480/h)
20240913-16:16:35 nb_generated 108 model 2 (finishes Fri 18:31 -- 516/h)
20240913-16:16:45 nb_generated 106 model 7 (finishes Fri 18:45 -- 472/h)
20240913-16:16:53 nb_generated 110 model 3 (finishes Fri 18:32 -- 513/h)
20240913-16:16:54 nb_generated 109 model 8 (finishes Fri 18:41 -- 483/h)
20240913-16:17:04 nb_generated 112 model 2 (finishes Fri 18:33 -- 510/h)
20240913-16:17:06 nb_generated 112 model 1 (finishes Fri 18:39 -- 491/h)
20240913-16:17:15 nb_generated 112 model 7 (finishes Fri 18:41 -- 484/h)
20240913-16:17:15 nb_generated 114 model 2 (finishes Fri 18:34 -- 507/h)
20240913-16:17:22 nb_generated 118 model 8 (finishes Fri 18:34 -- 507/h)
20240913-16:17:24 nb_generated 115 model 9 (finishes Fri 18:35 -- 505/h)
20240913-16:17:35 nb_generated 122 model 0 (finishes Fri 18:34 -- 507/h)
20240913-16:17:38 nb_generated 116 model 6 (finishes Fri 18:36 -- 500/h)
20240913-16:17:45 nb_generated 118 model 4 (finishes Fri 18:34 -- 506/h)
20240913-16:17:49 nb_generated 123 model 3 (finishes Fri 18:35 -- 502/h)
20240913-16:17:55 nb_generated 122 model 8 (finishes Fri 18:32 -- 514/h)
20240913-16:18:04 nb_generated 124 model 8 (finishes Fri 18:37 -- 497/h)
20240913-16:18:04 nb_generated 123 model 4 (finishes Fri 18:33 -- 512/h)
20240913-16:18:12 nb_generated 126 model 1 (finishes Fri 18:36 -- 501/h)
20240913-16:18:15 nb_generated 123 model 0 (finishes Fri 18:35 -- 504/h)
20240913-16:18:21 nb_generated 126 model 2 (finishes Fri 18:38 -- 494/h)
20240913-16:18:24 nb_generated 125 model 5 (finishes Fri 18:34 -- 508/h)
20240913-16:18:33 nb_generated 128 model 9 (finishes Fri 18:39 -- 492/h)
20240913-16:18:40 nb_generated 129 model 6 (finishes Fri 18:31 -- 517/h)
20240913-16:18:43 nb_generated 130 model 8 (finishes Fri 18:39 -- 490/h)
20240913-16:18:52 nb_generated 130 model 8 (finishes Fri 18:34 -- 508/h)
20240913-16:18:58 nb_generated 130 model 6 (finishes Fri 18:42 -- 480/h)
20240913-16:19:05 nb_generated 132 model 4 (finishes Fri 18:41 -- 485/h)
20240913-16:19:11 nb_generated 132 model 0 (finishes Fri 18:35 -- 505/h)
20240913-16:19:16 nb_generated 135 model 3 (finishes Fri 18:40 -- 487/h)
20240913-16:19:21 nb_generated 133 model 1 (finishes Fri 18:37 -- 498/h)
20240913-16:19:30 nb_generated 137 model 5 (finishes Fri 18:40 -- 488/h)
20240913-16:19:31 nb_generated 136 model 3 (finishes Fri 18:36 -- 501/h)
20240913-16:19:39 nb_generated 138 model 8 (finishes Fri 18:42 -- 482/h)
20240913-16:19:42 nb_generated 136 model 6 (finishes Fri 18:38 -- 494/h)
20240913-16:19:48 nb_generated 139 model 9 (finishes Fri 18:43 -- 476/h)
20240913-16:19:53 nb_generated 139 model 8 (finishes Fri 18:45 -- 473/h)
20240913-16:19:57 nb_generated 138 model 2 (finishes Fri 18:38 -- 494/h)
20240913-16:20:03 nb_generated 141 model 7 (finishes Fri 18:36 -- 499/h)
20240913-16:20:10 nb_generated 139 model 6 (finishes Fri 18:48 -- 463/h)
20240913-16:20:15 nb_generated 141 model 1 (finishes Fri 18:39 -- 492/h)
20240913-16:20:20 nb_generated 140 model 5 (finishes Fri 18:48 -- 462/h)
20240913-16:20:32 nb_generated 142 model 8 (finishes Fri 18:48 -- 464/h)
20240913-16:20:34 nb_generated 142 model 2 (finishes Fri 18:41 -- 485/h)
20240913-16:20:41 nb_generated 144 model 7 (finishes Fri 18:39 -- 489/h)
20240913-16:20:41 nb_generated 143 model 7 (finishes Fri 18:48 -- 463/h)
20240913-16:20:47 nb_generated 144 model 2 (finishes Fri 18:40 -- 486/h)
20240913-16:20:54 nb_generated 146 model 1 (finishes Fri 18:40 -- 486/h)
20240913-16:20:54 nb_generated 145 model 5 (finishes Fri 18:49 -- 461/h)
20240913-16:21:01 nb_generated 145 model 1 (finishes Fri 18:50 -- 457/h)
20240913-16:21:04 nb_generated 150 model 5 (finishes Fri 18:38 -- 493/h)
20240913-16:21:10 nb_generated 146 model 8 (finishes Fri 18:50 -- 456/h)
20240913-16:21:15 nb_generated 152 model 9 (finishes Fri 18:39 -- 491/h)
20240913-16:21:17 nb_generated 149 model 8 (finishes Fri 18:49 -- 461/h)
20240913-16:21:24 nb_generated 151 model 7 (finishes Fri 18:47 -- 466/h)
20240913-16:21:25 nb_generated 152 model 8 (finishes Fri 18:41 -- 485/h)
20240913-16:21:35 nb_generated 153 model 5 (finishes Fri 18:41 -- 484/h)
20240913-16:21:35 nb_generated 152 model 8 (finishes Fri 18:49 -- 460/h)
20240913-16:21:43 nb_generated 155 model 0 (finishes Fri 18:40 -- 488/h)
20240913-16:21:45 nb_generated 155 model 5 (finishes Fri 18:47 -- 467/h)
20240913-16:21:53 nb_generated 156 model 7 (finishes Fri 18:40 -- 486/h)
20240913-16:21:56 nb_generated 158 model 8 (finishes Fri 18:46 -- 469/h)
20240913-16:22:05 nb_generated 158 model 1 (finishes Fri 18:41 -- 484/h)
20240913-16:22:06 nb_generated 161 model 2 (finishes Fri 18:45 -- 471/h)
20240913-16:22:15 nb_generated 163 model 1 (finishes Fri 18:44 -- 475/h)
20240913-16:22:16 nb_generated 161 model 4 (finishes Fri 18:40 -- 486/h)
20240913-16:22:23 nb_generated 163 model 4 (finishes Fri 18:39 -- 490/h)
20240913-16:22:30 nb_generated 165 model 6 (finishes Fri 18:45 -- 471/h)
20240913-16:22:38 nb_generated 164 model 2 (finishes Fri 18:40 -- 486/h)
20240913-16:22:40 nb_generated 167 model 9 (finishes Fri 18:45 -- 473/h)
20240913-16:22:48 nb_generated 166 model 0 (finishes Fri 18:40 -- 488/h)
20240913-16:23:01 nb_generated 168 model 6 (finishes Fri 18:47 -- 467/h)
20240913-16:23:02 nb_generated 167 model 6 (finishes Fri 18:41 -- 485/h)
20240913-16:23:13 nb_generated 168 model 4 (finishes Fri 18:49 -- 461/h)
20240913-16:23:15 nb_generated 168 model 3 (finishes Fri 18:42 -- 482/h)
20240913-16:23:21 nb_generated 169 model 3 (finishes Fri 18:49 -- 461/h)
20240913-16:23:32 nb_generated 169 model 2 (finishes Fri 18:50 -- 456/h)
20240913-16:23:32 nb_generated 171 model 6 (finishes Fri 18:41 -- 485/h)
20240913-16:23:40 nb_generated 171 model 9 (finishes Fri 18:51 -- 456/h)
20240913-16:23:49 nb_generated 176 model 1 (finishes Fri 18:48 -- 463/h)
20240913-16:23:55 nb_generated 173 model 6 (finishes Fri 18:42 -- 481/h)
20240913-16:23:57 nb_generated 177 model 7 (finishes Fri 18:48 -- 463/h)
20240913-16:24:04 nb_generated 182 model 7 (finishes Fri 18:43 -- 477/h)
20240913-16:24:11 nb_generated 176 model 0 (finishes Fri 18:41 -- 484/h)
20240913-16:24:11 nb_generated 182 model 4 (finishes Fri 18:45 -- 473/h)
20240913-16:24:19 nb_generated 179 model 7 (finishes Fri 18:39 -- 490/h)
20240913-16:24:25 nb_generated 182 model 5 (finishes Fri 18:47 -- 467/h)
20240913-16:24:33 nb_generated 184 model 7 (finishes Fri 18:45 -- 470/h)
20240913-16:24:33 nb_generated 181 model 6 (finishes Fri 18:39 -- 491/h)
20240913-16:24:41 nb_generated 182 model 7 (finishes Fri 18:39 -- 490/h)
20240913-16:24:43 nb_generated 186 model 1 (finishes Fri 18:45 -- 473/h)
20240913-16:24:50 nb_generated 184 model 3 (finishes Fri 18:38 -- 493/h)
20240913-16:24:56 nb_generated 189 model 5 (finishes Fri 18:44 -- 474/h)
20240913-16:25:05 nb_generated 186 model 6 (finishes Fri 18:39 -- 490/h)
20240913-16:25:14 nb_generated 191 model 6 (finishes Fri 18:45 -- 473/h)
20240913-16:25:14 nb_generated 188 model 4 (finishes Fri 18:39 -- 492/h)
20240913-16:25:23 nb_generated 189 model 1 (finishes Fri 18:39 -- 491/h)
20240913-16:25:28 nb_generated 191 model 0 (finishes Fri 18:47 -- 467/h)
20240913-16:25:31 nb_generated 191 model 5 (finishes Fri 18:38 -- 494/h)
20240913-16:25:37 nb_generated 196 model 1 (finishes Fri 18:46 -- 469/h)
20240913-16:25:43 nb_generated 193 model 7 (finishes Fri 18:37 -- 496/h)
20240913-16:25:49 nb_generated 196 model 7 (finishes Fri 18:35 -- 502/h)
20240913-16:25:52 nb_generated 196 model 6 (finishes Fri 18:48 -- 463/h)
20240913-16:25:59 nb_generated 198 model 9 (finishes Fri 18:37 -- 498/h)
20240913-16:26:03 nb_generated 197 model 3 (finishes Fri 18:48 -- 462/h)
20240913-16:26:09 nb_generated 198 model 4 (finishes Fri 18:38 -- 494/h)
20240913-16:26:16 nb_generated 198 model 6 (finishes Fri 18:50 -- 457/h)
20240913-16:26:17 nb_generated 201 model 4 (finishes Fri 18:36 -- 500/h)
20240913-16:26:25 nb_generated 199 model 4 (finishes Fri 18:50 -- 456/h)
20240913-16:26:32 nb_generated 202 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:26:34 nb_generated 205 model 8 (finishes Fri 18:47 -- 465/h)
20240913-16:26:41 nb_generated 203 model 0 (finishes Fri 18:37 -- 495/h)
20240913-16:26:45 nb_generated 206 model 6 (finishes Fri 18:48 -- 464/h)
20240913-16:26:51 nb_generated 204 model 6 (finishes Fri 18:38 -- 494/h)
20240913-16:26:54 nb_generated 209 model 2 (finishes Fri 18:47 -- 466/h)
20240913-16:27:00 nb_generated 207 model 1 (finishes Fri 18:36 -- 499/h)
20240913-16:27:01 nb_generated 209 model 7 (finishes Fri 18:48 -- 464/h)
20240913-16:27:09 nb_generated 210 model 3 (finishes Fri 18:35 -- 505/h)
20240913-16:27:11 nb_generated 212 model 4 (finishes Fri 18:47 -- 466/h)
20240913-16:27:20 nb_generated 212 model 2 (finishes Fri 18:35 -- 503/h)
20240913-16:27:21 nb_generated 213 model 5 (finishes Fri 18:47 -- 465/h)
20240913-16:27:28 nb_generated 214 model 4 (finishes Fri 18:47 -- 465/h)
20240913-16:27:30 nb_generated 214 model 3 (finishes Fri 18:35 -- 502/h)
20240913-16:27:36 nb_generated 215 model 2 (finishes Fri 18:48 -- 462/h)
20240913-16:27:38 nb_generated 215 model 1 (finishes Fri 18:36 -- 501/h)
20240913-16:27:48 nb_generated 217 model 9 (finishes Fri 18:48 -- 463/h)
20240913-16:27:50 nb_generated 217 model 7 (finishes Fri 18:36 -- 500/h)
20240913-16:27:59 nb_generated 219 model 0 (finishes Fri 18:36 -- 502/h)
20240913-16:28:03 nb_generated 217 model 0 (finishes Fri 18:50 -- 458/h)
20240913-16:28:12 nb_generated 220 model 1 (finishes Fri 18:50 -- 458/h)
20240913-16:28:13 nb_generated 223 model 0 (finishes Fri 18:35 -- 505/h)
20240913-16:28:25 nb_generated 222 model 7 (finishes Fri 18:50 -- 459/h)
20240913-16:28:27 nb_generated 224 model 9 (finishes Fri 18:35 -- 502/h)
20240913-16:28:34 nb_generated 223 model 0 (finishes Fri 18:50 -- 458/h)
20240913-16:28:38 nb_generated 228 model 1 (finishes Fri 18:34 -- 506/h)
20240913-16:28:48 nb_generated 225 model 5 (finishes Fri 18:50 -- 456/h)
20240913-16:28:50 nb_generated 231 model 2 (finishes Fri 18:34 -- 507/h)
20240913-16:29:02 nb_generated 236 model 5 (finishes Fri 18:33 -- 510/h)
20240913-16:29:02 nb_generated 227 model 1 (finishes Fri 18:50 -- 456/h)
20240913-16:29:12 nb_generated 230 model 3 (finishes Fri 18:49 -- 461/h)
20240913-16:29:17 nb_generated 236 model 3 (finishes Fri 18:35 -- 505/h)
20240913-16:29:27 nb_generated 239 model 4 (finishes Fri 18:35 -- 504/h)
20240913-16:29:31 nb_generated 232 model 0 (finishes Fri 18:50 -- 458/h)
20240913-16:29:43 nb_generated 234 model 5 (finishes Fri 18:50 -- 456/h)
20240913-16:29:43 nb_generated 239 model 3 (finishes Fri 18:37 -- 498/h)
20240913-16:29:53 nb_generated 241 model 6 (finishes Fri 18:36 -- 499/h)
20240913-16:29:54 nb_generated 235 model 6 (finishes Fri 18:51 -- 455/h)
20240913-16:30:03 nb_generated 245 model 1 (finishes Fri 18:35 -- 503/h)
20240913-16:30:10 nb_generated 237 model 5 (finishes Fri 18:51 -- 455/h)
20240913-16:30:11 nb_generated 248 model 1 (finishes Fri 18:34 -- 506/h)
20240913-16:30:20 nb_generated 251 model 7 (finishes Fri 18:33 -- 510/h)
20240913-16:30:23 nb_generated 238 model 6 (finishes Fri 18:51 -- 453/h)
20240913-16:30:35 nb_generated 254 model 0 (finishes Fri 18:33 -- 510/h)
20240913-16:30:38 nb_generated 238 model 6 (finishes Fri 18:53 -- 448/h)
20240913-16:30:45 nb_generated 239 model 4 (finishes Fri 18:53 -- 449/h)
20240913-16:30:48 nb_generated 256 model 3 (finishes Fri 18:33 -- 510/h)
20240913-16:30:53 nb_generated 240 model 1 (finishes Fri 18:53 -- 449/h)
20240913-16:31:00 nb_generated 242 model 4 (finishes Fri 18:52 -- 452/h)
20240913-16:31:06 nb_generated 257 model 6 (finishes Fri 18:34 -- 506/h)
20240913-16:31:14 nb_generated 242 model 3 (finishes Fri 18:54 -- 447/h)
20240913-16:31:23 nb_generated 243 model 4 (finishes Fri 18:54 -- 447/h)
20240913-16:31:29 nb_generated 258 model 9 (finishes Fri 18:36 -- 501/h)
20240913-16:31:31 nb_generated 245 model 7 (finishes Fri 18:53 -- 450/h)
20240913-16:31:37 nb_generated 260 model 9 (finishes Fri 18:36 -- 501/h)
20240913-16:31:39 nb_generated 248 model 9 (finishes Fri 18:51 -- 454/h)
20240913-16:31:46 nb_generated 249 model 2 (finishes Fri 18:51 -- 455/h)
20240913-16:31:47 nb_generated 263 model 3 (finishes Fri 18:35 -- 505/h)
20240913-16:31:55 nb_generated 250 model 9 (finishes Fri 18:51 -- 454/h)
20240913-16:31:55 nb_generated 267 model 2 (finishes Fri 18:34 -- 507/h)
20240913-16:32:03 nb_generated 251 model 7 (finishes Fri 18:51 -- 454/h)
20240913-16:32:04 nb_generated 267 model 9 (finishes Fri 18:35 -- 504/h)
20240913-16:32:15 nb_generated 253 model 0 (finishes Fri 18:51 -- 456/h)
20240913-16:32:20 nb_generated 269 model 6 (finishes Fri 18:35 -- 503/h)
20240913-16:32:22 nb_generated 257 model 0 (finishes Fri 18:49 -- 460/h)
20240913-16:32:31 nb_generated 272 model 5 (finishes Fri 18:35 -- 504/h)
20240913-16:32:35 nb_generated 258 model 6 (finishes Fri 18:50 -- 456/h)
20240913-16:32:43 nb_generated 258 model 7 (finishes Fri 18:51 -- 454/h)
20240913-16:32:55 nb_generated 272 model 6 (finishes Fri 18:37 -- 497/h)
20240913-16:32:56 nb_generated 260 model 0 (finishes Fri 18:52 -- 453/h)
20240913-16:33:03 nb_generated 272 model 5 (finishes Fri 18:38 -- 494/h)
20240913-16:33:05 nb_generated 262 model 8 (finishes Fri 18:52 -- 452/h)
20240913-16:33:12 nb_generated 273 model 1 (finishes Fri 18:38 -- 493/h)
20240913-16:33:13 nb_generated 265 model 8 (finishes Fri 18:51 -- 454/h)
20240913-16:33:22 nb_generated 273 model 5 (finishes Fri 18:39 -- 490/h)
20240913-16:33:30 nb_generated 270 model 5 (finishes Fri 18:50 -- 457/h)
20240913-16:33:34 nb_generated 274 model 0 (finishes Fri 18:39 -- 489/h)
20240913-16:33:36 nb_generated 271 model 1 (finishes Fri 18:50 -- 457/h)
20240913-16:33:45 nb_generated 274 model 6 (finishes Fri 18:41 -- 486/h)
20240913-16:33:51 nb_generated 271 model 0 (finishes Fri 18:52 -- 453/h)
20240913-16:33:56 nb_generated 275 model 8 (finishes Fri 18:49 -- 460/h)
20240913-16:33:57 nb_generated 276 model 6 (finishes Fri 18:40 -- 487/h)
20240913-16:34:05 nb_generated 276 model 3 (finishes Fri 18:41 -- 484/h)
20240913-16:34:09 nb_generated 277 model 0 (finishes Fri 18:49 -- 461/h)
20240913-16:34:19 nb_generated 278 model 1 (finishes Fri 18:49 -- 460/h)
20240913-16:34:20 nb_generated 279 model 3 (finishes Fri 18:40 -- 486/h)
20240913-16:34:27 nb_generated 281 model 7 (finishes Fri 18:40 -- 486/h)
20240913-16:34:28 nb_generated 279 model 4 (finishes Fri 18:49 -- 460/h)
20240913-16:34:36 nb_generated 283 model 9 (finishes Fri 18:40 -- 486/h)
20240913-16:34:38 nb_generated 280 model 8 (finishes Fri 18:49 -- 460/h)
20240913-16:34:46 nb_generated 286 model 2 (finishes Fri 18:40 -- 487/h)
20240913-16:34:49 nb_generated 284 model 1 (finishes Fri 18:47 -- 465/h)
20240913-16:34:52 nb_generated 287 model 2 (finishes Fri 18:40 -- 487/h)
20240913-16:34:56 nb_generated 285 model 1 (finishes Fri 18:47 -- 465/h)
20240913-16:35:03 nb_generated 287 model 1 (finishes Fri 18:41 -- 485/h)
20240913-16:35:08 nb_generated 286 model 2 (finishes Fri 18:48 -- 464/h)
20240913-16:35:18 nb_generated 288 model 3 (finishes Fri 18:47 -- 466/h)
20240913-16:35:19 nb_generated 290 model 3 (finishes Fri 18:41 -- 484/h)
20240913-16:35:28 nb_generated 292 model 0 (finishes Fri 18:45 -- 471/h)
20240913-16:35:40 nb_generated 294 model 3 (finishes Fri 18:41 -- 484/h)
20240913-16:35:51 nb_generated 298 model 4 (finishes Fri 18:41 -- 486/h)
20240913-16:35:53 nb_generated 293 model 6 (finishes Fri 18:47 -- 466/h)
20240913-16:36:02 nb_generated 294 model 2 (finishes Fri 18:48 -- 464/h)
20240913-16:36:09 nb_generated 300 model 3 (finishes Fri 18:41 -- 485/h)
20240913-16:36:17 nb_generated 295 model 6 (finishes Fri 18:48 -- 462/h)
20240913-16:36:20 nb_generated 304 model 8 (finishes Fri 18:40 -- 488/h)
20240913-16:36:29 nb_generated 297 model 2 (finishes Fri 18:48 -- 463/h)
20240913-16:36:30 nb_generated 305 model 8 (finishes Fri 18:40 -- 487/h)
20240913-16:36:38 nb_generated 308 model 9 (finishes Fri 18:40 -- 489/h)
20240913-16:36:47 nb_generated 312 model 8 (finishes Fri 18:38 -- 494/h)
20240913-16:36:48 nb_generated 298 model 6 (finishes Fri 18:49 -- 460/h)
20240913-16:36:54 nb_generated 299 model 7 (finishes Fri 18:50 -- 459/h)
20240913-16:37:00 nb_generated 313 model 6 (finishes Fri 18:38 -- 493/h)
20240913-16:37:01 nb_generated 300 model 7 (finishes Fri 18:49 -- 459/h)
20240913-16:37:11 nb_generated 303 model 8 (finishes Fri 18:49 -- 460/h)
20240913-16:37:12 nb_generated 314 model 9 (finishes Fri 18:39 -- 492/h)
20240913-16:37:20 nb_generated 304 model 1 (finishes Fri 18:49 -- 460/h)
20240913-16:37:23 nb_generated 317 model 2 (finishes Fri 18:38 -- 495/h)
20240913-16:37:32 nb_generated 319 model 2 (finishes Fri 18:37 -- 496/h)
20240913-16:37:32 nb_generated 304 model 7 (finishes Fri 18:50 -- 457/h)
20240913-16:37:42 nb_generated 320 model 5 (finishes Fri 18:38 -- 495/h)
20240913-16:37:47 nb_generated 306 model 6 (finishes Fri 18:50 -- 457/h)
20240913-16:37:51 nb_generated 320 model 0 (finishes Fri 18:38 -- 493/h)
20240913-16:37:58 nb_generated 308 model 2 (finishes Fri 18:50 -- 459/h)
20240913-16:37:59 nb_generated 323 model 3 (finishes Fri 18:38 -- 493/h)
20240913-16:38:05 nb_generated 327 model 4 (finishes Fri 18:36 -- 499/h)
20240913-16:38:06 nb_generated 310 model 2 (finishes Fri 18:49 -- 460/h)
20240913-16:38:19 nb_generated 327 model 3 (finishes Fri 18:38 -- 495/h)
20240913-16:38:21 nb_generated 311 model 0 (finishes Fri 18:50 -- 457/h)
20240913-16:38:33 nb_generated 329 model 3 (finishes Fri 18:38 -- 495/h)
20240913-16:38:34 nb_generated 313 model 0 (finishes Fri 18:51 -- 456/h)
20240913-16:38:45 nb_generated 314 model 1 (finishes Fri 18:52 -- 453/h)
20240913-16:38:47 nb_generated 330 model 9 (finishes Fri 18:38 -- 494/h)
20240913-16:38:54 nb_generated 314 model 7 (finishes Fri 18:52 -- 451/h)
20240913-16:38:58 nb_generated 333 model 7 (finishes Fri 18:37 -- 496/h)
20240913-16:39:04 nb_generated 315 model 1 (finishes Fri 18:53 -- 448/h)
20240913-16:39:16 nb_generated 320 model 8 (finishes Fri 18:52 -- 453/h)
20240913-16:39:19 nb_generated 335 model 6 (finishes Fri 18:38 -- 495/h)
20240913-16:39:32 nb_generated 337 model 0 (finishes Fri 18:38 -- 493/h)
20240913-16:39:37 nb_generated 321 model 8 (finishes Fri 18:53 -- 448/h)
20240913-16:39:42 nb_generated 339 model 7 (finishes Fri 18:38 -- 493/h)
20240913-16:39:44 nb_generated 324 model 2 (finishes Fri 18:53 -- 448/h)
20240913-16:39:51 nb_generated 325 model 7 (finishes Fri 18:53 -- 449/h)
20240913-16:39:51 nb_generated 339 model 1 (finishes Fri 18:39 -- 490/h)
20240913-16:39:56 nb_generated 328 model 7 (finishes Fri 18:52 -- 453/h)
20240913-16:40:04 nb_generated 340 model 8 (finishes Fri 18:39 -- 489/h)
20240913-16:40:14 nb_generated 341 model 1 (finishes Fri 18:40 -- 488/h)
20240913-16:40:21 nb_generated 329 model 6 (finishes Fri 18:54 -- 447/h)
20240913-16:40:25 nb_generated 343 model 9 (finishes Fri 18:39 -- 489/h)
20240913-16:40:29 nb_generated 331 model 7 (finishes Fri 18:53 -- 449/h)
20240913-16:40:33 nb_generated 347 model 1 (finishes Fri 18:38 -- 494/h)
20240913-16:40:43 nb_generated 349 model 4 (finishes Fri 18:38 -- 494/h)
20240913-16:40:44 nb_generated 334 model 8 (finishes Fri 18:52 -- 451/h)
20240913-16:40:53 nb_generated 337 model 4 (finishes Fri 18:51 -- 454/h)
20240913-16:41:02 nb_generated 341 model 2 (finishes Fri 18:50 -- 458/h)
20240913-16:41:04 nb_generated 353 model 3 (finishes Fri 18:37 -- 496/h)
20240913-16:41:08 nb_generated 342 model 9 (finishes Fri 18:50 -- 458/h)
20240913-16:41:10 nb_generated 354 model 2 (finishes Fri 18:37 -- 496/h)
20240913-16:41:18 nb_generated 343 model 5 (finishes Fri 18:50 -- 457/h)
20240913-16:41:24 nb_generated 357 model 9 (finishes Fri 18:37 -- 496/h)
20240913-16:41:30 nb_generated 346 model 1 (finishes Fri 18:49 -- 460/h)
20240913-16:41:34 nb_generated 357 model 8 (finishes Fri 18:38 -- 494/h)
20240913-16:41:41 nb_generated 361 model 7 (finishes Fri 18:37 -- 495/h)
20240913-16:41:44 nb_generated 348 model 3 (finishes Fri 18:49 -- 460/h)
20240913-16:41:48 nb_generated 364 model 7 (finishes Fri 18:37 -- 497/h)
20240913-16:41:54 nb_generated 349 model 9 (finishes Fri 18:49 -- 460/h)
20240913-16:41:57 nb_generated 365 model 8 (finishes Fri 18:37 -- 497/h)
20240913-16:42:06 nb_generated 366 model 4 (finishes Fri 18:37 -- 496/h)
20240913-16:42:09 nb_generated 351 model 0 (finishes Fri 18:50 -- 458/h)
20240913-16:42:16 nb_generated 367 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:42:19 nb_generated 355 model 8 (finishes Fri 18:49 -- 461/h)
20240913-16:42:23 nb_generated 369 model 7 (finishes Fri 18:37 -- 496/h)
20240913-16:42:30 nb_generated 359 model 8 (finishes Fri 18:47 -- 466/h)
20240913-16:42:34 nb_generated 370 model 5 (finishes Fri 18:38 -- 495/h)
20240913-16:42:42 nb_generated 359 model 9 (finishes Fri 18:48 -- 463/h)
20240913-16:42:47 nb_generated 370 model 9 (finishes Fri 18:39 -- 492/h)
20240913-16:42:50 nb_generated 360 model 4 (finishes Fri 18:48 -- 463/h)
20240913-16:42:53 nb_generated 370 model 6 (finishes Fri 18:39 -- 491/h)
20240913-16:42:58 nb_generated 363 model 4 (finishes Fri 18:47 -- 466/h)
20240913-16:43:04 nb_generated 372 model 5 (finishes Fri 18:39 -- 491/h)
20240913-16:43:15 nb_generated 363 model 9 (finishes Fri 18:48 -- 463/h)
20240913-16:43:21 nb_generated 374 model 6 (finishes Fri 18:39 -- 491/h)
20240913-16:43:26 nb_generated 366 model 0 (finishes Fri 18:48 -- 462/h)
20240913-16:43:29 nb_generated 376 model 3 (finishes Fri 18:38 -- 492/h)
20240913-16:43:39 nb_generated 367 model 0 (finishes Fri 18:49 -- 461/h)
20240913-16:43:42 nb_generated 376 model 6 (finishes Fri 18:39 -- 489/h)
20240913-16:43:53 nb_generated 376 model 0 (finishes Fri 18:40 -- 487/h)
20240913-16:43:59 nb_generated 368 model 6 (finishes Fri 18:50 -- 458/h)
20240913-16:44:10 nb_generated 371 model 9 (finishes Fri 18:50 -- 458/h)
20240913-16:44:10 nb_generated 377 model 9 (finishes Fri 18:41 -- 485/h)
20240913-16:44:19 nb_generated 382 model 4 (finishes Fri 18:39 -- 489/h)
20240913-16:44:24 nb_generated 372 model 6 (finishes Fri 18:50 -- 457/h)
20240913-16:44:28 nb_generated 383 model 5 (finishes Fri 18:40 -- 487/h)
20240913-16:44:35 nb_generated 386 model 7 (finishes Fri 18:39 -- 491/h)
20240913-16:44:36 nb_generated 373 model 0 (finishes Fri 18:51 -- 456/h)
20240913-16:44:49 nb_generated 375 model 0 (finishes Fri 18:50 -- 456/h)
20240913-16:44:50 nb_generated 388 model 1 (finishes Fri 18:39 -- 489/h)
20240913-16:45:03 nb_generated 390 model 6 (finishes Fri 18:39 -- 489/h)
20240913-16:45:04 nb_generated 378 model 5 (finishes Fri 18:50 -- 456/h)
20240913-16:45:12 nb_generated 382 model 8 (finishes Fri 18:49 -- 460/h)
20240913-16:45:12 nb_generated 390 model 1 (finishes Fri 18:40 -- 487/h)
20240913-16:45:18 nb_generated 386 model 1 (finishes Fri 18:49 -- 461/h)
20240913-16:45:24 nb_generated 393 model 3 (finishes Fri 18:39 -- 490/h)
20240913-16:45:27 nb_generated 390 model 1 (finishes Fri 18:48 -- 464/h)
20240913-16:45:36 nb_generated 393 model 7 (finishes Fri 18:47 -- 467/h)
20240913-16:45:38 nb_generated 394 model 0 (finishes Fri 18:40 -- 488/h)
20240913-16:45:46 nb_generated 393 model 2 (finishes Fri 18:47 -- 465/h)
20240913-16:45:49 nb_generated 396 model 9 (finishes Fri 18:40 -- 486/h)
20240913-16:45:54 nb_generated 396 model 2 (finishes Fri 18:46 -- 468/h)
20240913-16:46:06 nb_generated 402 model 2 (finishes Fri 18:39 -- 492/h)
20240913-16:46:08 nb_generated 396 model 6 (finishes Fri 18:47 -- 465/h)
20240913-16:46:20 nb_generated 403 model 5 (finishes Fri 18:39 -- 490/h)
20240913-16:46:20 nb_generated 397 model 3 (finishes Fri 18:48 -- 465/h)
20240913-16:46:25 nb_generated 405 model 8 (finishes Fri 18:38 -- 492/h)
20240913-16:46:29 nb_generated 398 model 3 (finishes Fri 18:48 -- 464/h)
20240913-16:46:37 nb_generated 398 model 4 (finishes Fri 18:48 -- 463/h)
20240913-16:46:43 nb_generated 405 model 6 (finishes Fri 18:40 -- 489/h)
20240913-16:46:51 nb_generated 407 model 2 (finishes Fri 18:39 -- 490/h)
20240913-16:46:51 nb_generated 400 model 5 (finishes Fri 18:48 -- 463/h)
20240913-16:46:59 nb_generated 405 model 0 (finishes Fri 18:47 -- 467/h)
20240913-16:47:05 nb_generated 410 model 6 (finishes Fri 18:39 -- 492/h)
20240913-16:47:09 nb_generated 406 model 5 (finishes Fri 18:47 -- 467/h)
20240913-16:47:15 nb_generated 411 model 9 (finishes Fri 18:39 -- 491/h)
20240913-16:47:26 nb_generated 408 model 6 (finishes Fri 18:47 -- 465/h)
20240913-16:47:30 nb_generated 412 model 8 (finishes Fri 18:39 -- 489/h)
20240913-16:47:38 nb_generated 409 model 6 (finishes Fri 18:48 -- 464/h)
20240913-16:47:38 nb_generated 414 model 2 (finishes Fri 18:39 -- 491/h)
20240913-16:47:52 nb_generated 416 model 1 (finishes Fri 18:39 -- 489/h)
20240913-16:47:56 nb_generated 410 model 6 (finishes Fri 18:48 -- 462/h)
20240913-16:48:02 nb_generated 411 model 4 (finishes Fri 18:48 -- 463/h)
20240913-16:48:05 nb_generated 418 model 5 (finishes Fri 18:40 -- 488/h)
20240913-16:48:17 nb_generated 420 model 6 (finishes Fri 18:40 -- 489/h)
20240913-16:48:18 nb_generated 411 model 5 (finishes Fri 18:49 -- 460/h)
20240913-16:48:26 nb_generated 423 model 1 (finishes Fri 18:40 -- 489/h)
20240913-16:48:30 nb_generated 414 model 1 (finishes Fri 18:48 -- 462/h)
20240913-16:48:37 nb_generated 426 model 0 (finishes Fri 18:39 -- 489/h)
20240913-16:48:38 nb_generated 416 model 4 (finishes Fri 18:48 -- 463/h)
20240913-16:48:47 nb_generated 429 model 7 (finishes Fri 18:39 -- 492/h)
20240913-16:48:50 nb_generated 418 model 0 (finishes Fri 18:48 -- 463/h)
20240913-16:48:57 nb_generated 434 model 2 (finishes Fri 18:38 -- 494/h)
20240913-16:48:58 nb_generated 420 model 5 (finishes Fri 18:48 -- 463/h)
20240913-16:49:04 nb_generated 435 model 8 (finishes Fri 18:38 -- 494/h)
20240913-16:49:07 nb_generated 421 model 4 (finishes Fri 18:48 -- 462/h)
20240913-16:49:17 nb_generated 437 model 9 (finishes Fri 18:38 -- 493/h)
20240913-16:49:24 nb_generated 423 model 0 (finishes Fri 18:48 -- 462/h)
20240913-16:49:28 nb_generated 440 model 8 (finishes Fri 18:38 -- 492/h)
20240913-16:49:32 nb_generated 423 model 6 (finishes Fri 18:49 -- 460/h)
20240913-16:49:36 nb_generated 442 model 3 (finishes Fri 18:38 -- 493/h)
20240913-16:49:43 nb_generated 428 model 5 (finishes Fri 18:48 -- 464/h)
20240913-16:49:47 nb_generated 442 model 6 (finishes Fri 18:39 -- 491/h)
20240913-16:49:56 nb_generated 428 model 6 (finishes Fri 18:48 -- 462/h)
20240913-16:50:01 nb_generated 444 model 9 (finishes Fri 18:39 -- 492/h)
20240913-16:50:07 nb_generated 429 model 8 (finishes Fri 18:49 -- 461/h)
20240913-16:50:13 nb_generated 447 model 3 (finishes Fri 18:38 -- 493/h)
20240913-16:50:19 nb_generated 448 model 4 (finishes Fri 18:38 -- 493/h)
20240913-16:50:23 nb_generated 430 model 6 (finishes Fri 18:50 -- 458/h)
20240913-16:50:33 nb_generated 451 model 6 (finishes Fri 18:38 -- 495/h)
20240913-16:50:36 nb_generated 432 model 5 (finishes Fri 18:49 -- 459/h)
20240913-16:50:45 nb_generated 454 model 3 (finishes Fri 18:37 -- 497/h)
20240913-16:50:46 nb_generated 435 model 8 (finishes Fri 18:49 -- 461/h)
20240913-16:50:52 nb_generated 457 model 5 (finishes Fri 18:36 -- 500/h)
20240913-16:50:55 nb_generated 439 model 7 (finishes Fri 18:47 -- 465/h)
20240913-16:51:04 nb_generated 443 model 8 (finishes Fri 18:46 -- 469/h)
20240913-16:51:09 nb_generated 459 model 3 (finishes Fri 18:36 -- 499/h)
20240913-16:51:16 nb_generated 445 model 6 (finishes Fri 18:46 -- 468/h)
20240913-16:51:16 nb_generated 462 model 4 (finishes Fri 18:36 -- 501/h)
20240913-16:51:22 nb_generated 447 model 7 (finishes Fri 18:46 -- 468/h)
20240913-16:51:30 nb_generated 463 model 8 (finishes Fri 18:37 -- 498/h)
20240913-16:51:33 nb_generated 449 model 7 (finishes Fri 18:46 -- 468/h)
20240913-16:51:41 nb_generated 465 model 1 (finishes Fri 18:36 -- 499/h)
20240913-16:51:45 nb_generated 451 model 8 (finishes Fri 18:46 -- 468/h)
20240913-16:51:52 nb_generated 468 model 9 (finishes Fri 18:36 -- 499/h)
20240913-16:51:53 nb_generated 453 model 2 (finishes Fri 18:46 -- 470/h)
20240913-16:52:00 nb_generated 457 model 4 (finishes Fri 18:44 -- 474/h)
20240913-16:52:04 nb_generated 473 model 1 (finishes Fri 18:35 -- 502/h)
20240913-16:52:12 nb_generated 458 model 1 (finishes Fri 18:45 -- 473/h)
20240913-16:52:16 nb_generated 473 model 8 (finishes Fri 18:36 -- 500/h)
20240913-16:52:21 nb_generated 459 model 3 (finishes Fri 18:45 -- 472/h)
20240913-16:52:28 nb_generated 463 model 7 (finishes Fri 18:44 -- 476/h)
20240913-16:52:30 nb_generated 475 model 3 (finishes Fri 18:36 -- 499/h)
20240913-16:52:37 nb_generated 467 model 1 (finishes Fri 18:43 -- 479/h)
20240913-16:52:40 nb_generated 478 model 0 (finishes Fri 18:37 -- 498/h)
20240913-16:52:45 nb_generated 470 model 8 (finishes Fri 18:42 -- 480/h)
20240913-16:52:49 nb_generated 478 model 5 (finishes Fri 18:37 -- 497/h)
20240913-16:53:04 nb_generated 470 model 3 (finishes Fri 18:43 -- 477/h)
20240913-16:53:05 nb_generated 480 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:53:14 nb_generated 470 model 4 (finishes Fri 18:44 -- 476/h)
20240913-16:53:14 nb_generated 482 model 5 (finishes Fri 18:37 -- 497/h)
20240913-16:53:23 nb_generated 485 model 1 (finishes Fri 18:37 -- 497/h)
20240913-16:53:25 nb_generated 470 model 5 (finishes Fri 18:44 -- 474/h)
20240913-16:53:32 nb_generated 473 model 2 (finishes Fri 18:44 -- 476/h)
20240913-16:53:40 nb_generated 475 model 9 (finishes Fri 18:43 -- 477/h)
20240913-16:53:41 nb_generated 486 model 9 (finishes Fri 18:38 -- 495/h)
20240913-16:53:52 nb_generated 488 model 2 (finishes Fri 18:38 -- 493/h)
20240913-16:53:54 nb_generated 475 model 6 (finishes Fri 18:44 -- 475/h)
20240913-16:54:00 nb_generated 493 model 4 (finishes Fri 18:37 -- 497/h)
20240913-16:54:11 nb_generated 475 model 3 (finishes Fri 18:45 -- 472/h)
20240913-16:54:14 nb_generated 493 model 6 (finishes Fri 18:38 -- 495/h)
20240913-16:54:21 nb_generated 496 model 7 (finishes Fri 18:37 -- 497/h)
20240913-16:54:21 nb_generated 476 model 7 (finishes Fri 18:45 -- 472/h)
20240913-16:54:32 nb_generated 477 model 9 (finishes Fri 18:45 -- 471/h)
20240913-16:54:34 nb_generated 500 model 3 (finishes Fri 18:37 -- 497/h)
20240913-16:54:39 nb_generated 478 model 4 (finishes Fri 18:45 -- 471/h)
20240913-16:54:39 nb_generated 500 model 4 (finishes Fri 18:37 -- 496/h)
20240913-16:54:45 nb_generated 501 model 4 (finishes Fri 18:37 -- 497/h)
20240913-16:54:48 nb_generated 479 model 2 (finishes Fri 18:45 -- 471/h)
20240913-16:54:57 nb_generated 502 model 3 (finishes Fri 18:38 -- 495/h)
20240913-16:55:00 nb_generated 481 model 2 (finishes Fri 18:45 -- 470/h)
20240913-16:55:10 nb_generated 483 model 7 (finishes Fri 18:46 -- 470/h)
20240913-16:55:12 nb_generated 502 model 6 (finishes Fri 18:38 -- 492/h)
20240913-16:55:19 nb_generated 483 model 9 (finishes Fri 18:46 -- 469/h)
20240913-16:55:20 nb_generated 503 model 2 (finishes Fri 18:39 -- 492/h)
20240913-16:55:27 nb_generated 505 model 7 (finishes Fri 18:38 -- 493/h)
20240913-16:55:28 nb_generated 484 model 3 (finishes Fri 18:46 -- 468/h)
20240913-16:55:35 nb_generated 508 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:55:37 nb_generated 486 model 0 (finishes Fri 18:46 -- 469/h)
20240913-16:55:44 nb_generated 490 model 4 (finishes Fri 18:45 -- 473/h)
20240913-16:55:47 nb_generated 508 model 5 (finishes Fri 18:38 -- 494/h)
20240913-16:55:53 nb_generated 490 model 1 (finishes Fri 18:45 -- 472/h)
20240913-16:55:54 nb_generated 508 model 7 (finishes Fri 18:38 -- 492/h)
20240913-16:56:04 nb_generated 493 model 9 (finishes Fri 18:44 -- 474/h)
20240913-16:56:10 nb_generated 510 model 8 (finishes Fri 18:38 -- 492/h)
20240913-16:56:12 nb_generated 494 model 7 (finishes Fri 18:44 -- 474/h)
20240913-16:56:18 nb_generated 513 model 7 (finishes Fri 18:38 -- 492/h)
20240913-16:56:24 nb_generated 494 model 0 (finishes Fri 18:45 -- 472/h)
20240913-16:56:30 nb_generated 515 model 7 (finishes Fri 18:38 -- 492/h)
20240913-16:56:36 nb_generated 496 model 5 (finishes Fri 18:45 -- 472/h)
20240913-16:56:44 nb_generated 515 model 3 (finishes Fri 18:39 -- 490/h)
20240913-16:56:46 nb_generated 497 model 9 (finishes Fri 18:45 -- 471/h)
20240913-16:56:52 nb_generated 520 model 2 (finishes Fri 18:38 -- 492/h)
20240913-16:56:55 nb_generated 499 model 4 (finishes Fri 18:45 -- 470/h)
20240913-16:57:02 nb_generated 525 model 0 (finishes Fri 18:38 -- 493/h)
20240913-16:57:05 nb_generated 499 model 6 (finishes Fri 18:46 -- 469/h)
20240913-16:57:12 nb_generated 529 model 1 (finishes Fri 18:38 -- 495/h)
20240913-16:57:20 nb_generated 500 model 6 (finishes Fri 18:46 -- 468/h)
20240913-16:57:25 nb_generated 502 model 7 (finishes Fri 18:46 -- 468/h)
20240913-16:57:26 nb_generated 533 model 6 (finishes Fri 18:37 -- 496/h)
20240913-16:57:34 nb_generated 535 model 4 (finishes Fri 18:37 -- 497/h)
20240913-16:57:42 nb_generated 504 model 0 (finishes Fri 18:46 -- 468/h)
20240913-16:57:53 nb_generated 505 model 8 (finishes Fri 18:47 -- 467/h)
20240913-16:57:57 nb_generated 538 model 3 (finishes Fri 18:37 -- 497/h)
20240913-16:58:02 nb_generated 505 model 7 (finishes Fri 18:47 -- 466/h)
20240913-16:58:08 nb_generated 542 model 1 (finishes Fri 18:36 -- 500/h)
20240913-16:58:15 nb_generated 510 model 8 (finishes Fri 18:46 -- 470/h)
20240913-16:58:19 nb_generated 542 model 1 (finishes Fri 18:37 -- 498/h)
20240913-16:58:26 nb_generated 512 model 2 (finishes Fri 18:46 -- 468/h)
20240913-16:58:31 nb_generated 544 model 0 (finishes Fri 18:37 -- 498/h)
20240913-16:58:34 nb_generated 513 model 5 (finishes Fri 18:46 -- 468/h)
20240913-16:58:42 nb_generated 546 model 4 (finishes Fri 18:37 -- 498/h)
20240913-16:58:44 nb_generated 514 model 2 (finishes Fri 18:46 -- 468/h)
20240913-16:58:52 nb_generated 515 model 4 (finishes Fri 18:46 -- 468/h)
20240913-16:58:57 nb_generated 547 model 1 (finishes Fri 18:37 -- 496/h)
20240913-16:59:06 nb_generated 516 model 0 (finishes Fri 18:47 -- 466/h)
20240913-16:59:10 nb_generated 550 model 2 (finishes Fri 18:37 -- 496/h)
20240913-16:59:19 nb_generated 551 model 0 (finishes Fri 18:37 -- 496/h)
20240913-16:59:21 nb_generated 518 model 6 (finishes Fri 18:47 -- 466/h)
20240913-16:59:29 nb_generated 554 model 1 (finishes Fri 18:37 -- 497/h)
20240913-16:59:33 nb_generated 521 model 1 (finishes Fri 18:47 -- 466/h)
20240913-16:59:38 nb_generated 556 model 4 (finishes Fri 18:37 -- 498/h)
20240913-16:59:42 nb_generated 526 model 2 (finishes Fri 18:45 -- 471/h)
20240913-16:59:47 nb_generated 557 model 8 (finishes Fri 18:37 -- 498/h)
20240913-16:59:49 nb_generated 529 model 8 (finishes Fri 18:45 -- 473/h)
20240913-16:59:55 nb_generated 532 model 4 (finishes Fri 18:44 -- 475/h)
20240913-17:00:01 nb_generated 559 model 9 (finishes Fri 18:37 -- 496/h)
20240913-17:00:04 nb_generated 537 model 0 (finishes Fri 18:43 -- 479/h)
20240913-17:00:10 nb_generated 560 model 1 (finishes Fri 18:37 -- 496/h)
20240913-17:00:12 nb_generated 538 model 8 (finishes Fri 18:43 -- 479/h)
20240913-17:00:22 nb_generated 563 model 1 (finishes Fri 18:37 -- 496/h)
20240913-17:00:23 nb_generated 538 model 8 (finishes Fri 18:43 -- 477/h)
20240913-17:00:32 nb_generated 540 model 8 (finishes Fri 18:43 -- 478/h)
20240913-17:00:33 nb_generated 564 model 8 (finishes Fri 18:37 -- 495/h)
20240913-17:00:41 nb_generated 544 model 1 (finishes Fri 18:42 -- 480/h)
20240913-17:00:47 nb_generated 566 model 1 (finishes Fri 18:37 -- 495/h)
20240913-17:00:52 nb_generated 546 model 4 (finishes Fri 18:42 -- 480/h)
20240913-17:00:55 nb_generated 567 model 7 (finishes Fri 18:37 -- 496/h)
20240913-17:01:02 nb_generated 568 model 8 (finishes Fri 18:37 -- 495/h)
20240913-17:01:05 nb_generated 549 model 0 (finishes Fri 18:43 -- 478/h)
20240913-17:01:11 nb_generated 552 model 2 (finishes Fri 18:42 -- 480/h)
20240913-17:01:12 nb_generated 571 model 7 (finishes Fri 18:37 -- 497/h)
20240913-17:01:23 nb_generated 572 model 9 (finishes Fri 18:37 -- 496/h)
20240913-17:01:26 nb_generated 553 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:01:36 nb_generated 573 model 3 (finishes Fri 18:38 -- 495/h)
20240913-17:01:40 nb_generated 556 model 3 (finishes Fri 18:43 -- 479/h)
20240913-17:01:46 nb_generated 575 model 9 (finishes Fri 18:38 -- 494/h)
20240913-17:01:48 nb_generated 557 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:01:54 nb_generated 577 model 5 (finishes Fri 18:38 -- 493/h)
20240913-17:01:58 nb_generated 560 model 0 (finishes Fri 18:42 -- 480/h)
20240913-17:02:07 nb_generated 561 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:02:08 nb_generated 581 model 2 (finishes Fri 18:37 -- 495/h)
20240913-17:02:13 nb_generated 563 model 2 (finishes Fri 18:42 -- 481/h)
20240913-17:02:16 nb_generated 583 model 9 (finishes Fri 18:37 -- 495/h)
20240913-17:02:21 nb_generated 585 model 2 (finishes Fri 18:37 -- 497/h)
20240913-17:02:22 nb_generated 567 model 1 (finishes Fri 18:42 -- 482/h)
20240913-17:02:31 nb_generated 569 model 9 (finishes Fri 18:42 -- 482/h)
20240913-17:02:32 nb_generated 586 model 0 (finishes Fri 18:37 -- 496/h)
20240913-17:02:37 nb_generated 569 model 4 (finishes Fri 18:42 -- 481/h)
20240913-17:02:40 nb_generated 586 model 1 (finishes Fri 18:38 -- 495/h)
20240913-17:02:48 nb_generated 570 model 7 (finishes Fri 18:42 -- 481/h)
20240913-17:02:49 nb_generated 586 model 4 (finishes Fri 18:38 -- 494/h)
20240913-17:02:57 nb_generated 570 model 5 (finishes Fri 18:42 -- 480/h)
20240913-17:03:04 nb_generated 589 model 0 (finishes Fri 18:38 -- 494/h)
20240913-17:03:09 nb_generated 571 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:03:13 nb_generated 589 model 8 (finishes Fri 18:38 -- 492/h)
20240913-17:03:18 nb_generated 575 model 1 (finishes Fri 18:42 -- 480/h)
20240913-17:03:29 nb_generated 590 model 3 (finishes Fri 18:39 -- 491/h)
20240913-17:03:34 nb_generated 576 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:03:36 nb_generated 591 model 1 (finishes Fri 18:39 -- 490/h)
20240913-17:03:49 nb_generated 576 model 6 (finishes Fri 18:43 -- 477/h)
20240913-17:03:50 nb_generated 594 model 0 (finishes Fri 18:39 -- 491/h)
20240913-17:04:00 nb_generated 595 model 7 (finishes Fri 18:39 -- 491/h)
20240913-17:04:00 nb_generated 576 model 2 (finishes Fri 18:44 -- 475/h)
20240913-17:04:11 nb_generated 577 model 4 (finishes Fri 18:44 -- 475/h)
20240913-17:04:13 nb_generated 596 model 1 (finishes Fri 18:39 -- 490/h)
20240913-17:04:21 nb_generated 597 model 8 (finishes Fri 18:39 -- 490/h)
20240913-17:04:25 nb_generated 582 model 9 (finishes Fri 18:43 -- 478/h)
20240913-17:04:33 nb_generated 600 model 6 (finishes Fri 18:39 -- 490/h)
20240913-17:04:33 nb_generated 582 model 2 (finishes Fri 18:43 -- 477/h)
20240913-17:04:41 nb_generated 602 model 1 (finishes Fri 18:39 -- 490/h)
20240913-17:04:46 nb_generated 587 model 5 (finishes Fri 18:43 -- 479/h)
20240913-17:04:48 nb_generated 606 model 1 (finishes Fri 18:38 -- 493/h)
20240913-17:04:52 nb_generated 590 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:04:54 nb_generated 607 model 4 (finishes Fri 18:38 -- 492/h)
20240913-17:05:00 nb_generated 593 model 5 (finishes Fri 18:42 -- 482/h)
20240913-17:05:13 nb_generated 608 model 9 (finishes Fri 18:39 -- 491/h)
20240913-17:05:14 nb_generated 594 model 8 (finishes Fri 18:42 -- 481/h)
20240913-17:05:20 nb_generated 599 model 8 (finishes Fri 18:40 -- 486/h)
20240913-17:05:28 nb_generated 599 model 2 (finishes Fri 18:41 -- 485/h)
20240913-17:05:35 nb_generated 608 model 6 (finishes Fri 18:40 -- 488/h)
20240913-17:05:43 nb_generated 599 model 3 (finishes Fri 18:41 -- 483/h)
20240913-17:05:48 nb_generated 609 model 1 (finishes Fri 18:40 -- 487/h)
20240913-17:05:54 nb_generated 600 model 8 (finishes Fri 18:42 -- 482/h)
20240913-17:06:01 nb_generated 612 model 8 (finishes Fri 18:40 -- 488/h)
20240913-17:06:08 nb_generated 613 model 8 (finishes Fri 18:40 -- 488/h)
20240913-17:06:08 nb_generated 600 model 6 (finishes Fri 18:42 -- 480/h)
20240913-17:06:15 nb_generated 602 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:06:21 nb_generated 614 model 5 (finishes Fri 18:40 -- 487/h)
20240913-17:06:25 nb_generated 603 model 3 (finishes Fri 18:42 -- 480/h)
20240913-17:06:32 nb_generated 618 model 0 (finishes Fri 18:39 -- 489/h)
20240913-17:06:37 nb_generated 606 model 0 (finishes Fri 18:42 -- 481/h)
20240913-17:06:46 nb_generated 620 model 3 (finishes Fri 18:40 -- 487/h)
20240913-17:06:55 nb_generated 606 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:06:55 nb_generated 621 model 4 (finishes Fri 18:40 -- 487/h)
20240913-17:07:06 nb_generated 607 model 1 (finishes Fri 18:43 -- 478/h)
20240913-17:07:07 nb_generated 621 model 6 (finishes Fri 18:41 -- 485/h)
20240913-17:07:18 nb_generated 610 model 0 (finishes Fri 18:42 -- 480/h)
20240913-17:07:21 nb_generated 621 model 3 (finishes Fri 18:41 -- 483/h)
20240913-17:07:29 nb_generated 626 model 0 (finishes Fri 18:41 -- 485/h)
20240913-17:07:30 nb_generated 612 model 9 (finishes Fri 18:43 -- 479/h)
20240913-17:07:38 nb_generated 628 model 8 (finishes Fri 18:40 -- 486/h)
20240913-17:07:41 nb_generated 613 model 1 (finishes Fri 18:43 -- 479/h)
20240913-17:07:48 nb_generated 631 model 8 (finishes Fri 18:40 -- 488/h)
20240913-17:07:51 nb_generated 615 model 5 (finishes Fri 18:43 -- 479/h)
20240913-17:08:00 nb_generated 636 model 5 (finishes Fri 18:39 -- 491/h)
20240913-17:08:01 nb_generated 616 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:08:11 nb_generated 619 model 1 (finishes Fri 18:43 -- 479/h)
20240913-17:08:18 nb_generated 638 model 5 (finishes Fri 18:39 -- 491/h)
20240913-17:08:20 nb_generated 619 model 4 (finishes Fri 18:43 -- 478/h)
20240913-17:08:27 nb_generated 621 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:08:32 nb_generated 640 model 0 (finishes Fri 18:39 -- 490/h)
20240913-17:08:38 nb_generated 626 model 3 (finishes Fri 18:42 -- 480/h)
20240913-17:08:47 nb_generated 645 model 0 (finishes Fri 18:40 -- 489/h)
20240913-17:08:53 nb_generated 629 model 6 (finishes Fri 18:42 -- 480/h)
20240913-17:08:58 nb_generated 647 model 6 (finishes Fri 18:39 -- 489/h)
20240913-17:09:03 nb_generated 648 model 4 (finishes Fri 18:39 -- 490/h)
20240913-17:09:03 nb_generated 633 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:09:09 nb_generated 636 model 7 (finishes Fri 18:41 -- 483/h)
20240913-17:09:14 nb_generated 650 model 2 (finishes Fri 18:39 -- 490/h)
20240913-17:09:21 nb_generated 638 model 9 (finishes Fri 18:41 -- 483/h)
20240913-17:09:21 nb_generated 650 model 8 (finishes Fri 18:39 -- 489/h)
20240913-17:09:29 nb_generated 652 model 2 (finishes Fri 18:39 -- 490/h)
20240913-17:09:33 nb_generated 642 model 8 (finishes Fri 18:41 -- 485/h)
20240913-17:09:38 nb_generated 652 model 9 (finishes Fri 18:40 -- 489/h)
20240913-17:09:45 nb_generated 643 model 9 (finishes Fri 18:41 -- 484/h)
20240913-17:09:47 nb_generated 656 model 5 (finishes Fri 18:39 -- 490/h)
20240913-17:09:54 nb_generated 657 model 7 (finishes Fri 18:39 -- 490/h)
20240913-17:09:59 nb_generated 645 model 8 (finishes Fri 18:41 -- 484/h)
20240913-17:10:01 nb_generated 660 model 7 (finishes Fri 18:38 -- 492/h)
20240913-17:10:12 nb_generated 662 model 0 (finishes Fri 18:38 -- 493/h)
20240913-17:10:16 nb_generated 647 model 2 (finishes Fri 18:41 -- 484/h)
20240913-17:10:18 nb_generated 666 model 1 (finishes Fri 18:38 -- 495/h)
20240913-17:10:26 nb_generated 669 model 3 (finishes Fri 18:37 -- 497/h)
20240913-17:10:34 nb_generated 669 model 7 (finishes Fri 18:37 -- 496/h)
20240913-17:10:39 nb_generated 648 model 3 (finishes Fri 18:42 -- 482/h)
20240913-17:10:41 nb_generated 670 model 4 (finishes Fri 18:37 -- 496/h)
20240913-17:10:47 nb_generated 651 model 1 (finishes Fri 18:41 -- 484/h)
20240913-17:10:52 nb_generated 671 model 6 (finishes Fri 18:38 -- 494/h)
20240913-17:10:55 nb_generated 653 model 2 (finishes Fri 18:41 -- 485/h)
20240913-17:11:02 nb_generated 673 model 4 (finishes Fri 18:38 -- 495/h)
20240913-17:11:04 nb_generated 653 model 1 (finishes Fri 18:41 -- 483/h)
20240913-17:11:15 nb_generated 680 model 8 (finishes Fri 18:37 -- 498/h)
20240913-17:11:22 nb_generated 682 model 7 (finishes Fri 18:36 -- 499/h)
20240913-17:11:23 nb_generated 655 model 6 (finishes Fri 18:41 -- 483/h)
20240913-17:11:31 nb_generated 657 model 1 (finishes Fri 18:41 -- 483/h)
20240913-17:11:35 nb_generated 688 model 0 (finishes Fri 18:36 -- 501/h)
20240913-17:11:39 nb_generated 659 model 0 (finishes Fri 18:41 -- 483/h)
20240913-17:11:47 nb_generated 662 model 2 (finishes Fri 18:41 -- 484/h)
20240913-17:11:51 nb_generated 690 model 6 (finishes Fri 18:36 -- 499/h)
20240913-17:11:56 nb_generated 664 model 7 (finishes Fri 18:41 -- 484/h)
20240913-17:11:58 nb_generated 692 model 7 (finishes Fri 18:36 -- 499/h)
20240913-17:12:05 nb_generated 665 model 2 (finishes Fri 18:41 -- 483/h)
20240913-17:12:07 nb_generated 698 model 1 (finishes Fri 18:36 -- 500/h)
20240913-17:12:19 nb_generated 666 model 1 (finishes Fri 18:42 -- 482/h)
20240913-17:12:20 nb_generated 699 model 2 (finishes Fri 18:36 -- 500/h)
20240913-17:12:29 nb_generated 668 model 5 (finishes Fri 18:42 -- 482/h)
20240913-17:12:30 nb_generated 701 model 1 (finishes Fri 18:36 -- 499/h)
20240913-17:12:39 nb_generated 669 model 7 (finishes Fri 18:42 -- 482/h)
20240913-17:12:46 nb_generated 705 model 5 (finishes Fri 18:36 -- 500/h)
20240913-17:12:57 nb_generated 670 model 8 (finishes Fri 18:42 -- 480/h)
20240913-17:13:00 nb_generated 707 model 1 (finishes Fri 18:36 -- 500/h)
20240913-17:13:08 nb_generated 673 model 5 (finishes Fri 18:42 -- 482/h)
20240913-17:13:08 nb_generated 710 model 5 (finishes Fri 18:36 -- 501/h)
20240913-17:13:18 nb_generated 712 model 1 (finishes Fri 18:36 -- 501/h)
20240913-17:13:22 nb_generated 675 model 8 (finishes Fri 18:42 -- 481/h)
20240913-17:13:26 nb_generated 716 model 2 (finishes Fri 18:35 -- 504/h)
20240913-17:13:31 nb_generated 676 model 8 (finishes Fri 18:42 -- 481/h)
20240913-17:13:39 nb_generated 677 model 8 (finishes Fri 18:42 -- 481/h)
20240913-17:13:44 nb_generated 716 model 6 (finishes Fri 18:36 -- 502/h)
20240913-17:13:50 nb_generated 717 model 9 (finishes Fri 18:36 -- 502/h)
20240913-17:13:52 nb_generated 678 model 5 (finishes Fri 18:42 -- 480/h)
20240913-17:14:00 nb_generated 678 model 2 (finishes Fri 18:43 -- 479/h)
20240913-17:14:01 nb_generated 719 model 1 (finishes Fri 18:35 -- 502/h)
20240913-17:14:13 nb_generated 720 model 0 (finishes Fri 18:36 -- 502/h)
20240913-17:14:18 nb_generated 680 model 0 (finishes Fri 18:43 -- 479/h)
20240913-17:14:22 nb_generated 722 model 4 (finishes Fri 18:36 -- 502/h)
20240913-17:14:31 nb_generated 682 model 1 (finishes Fri 18:43 -- 479/h)
20240913-17:14:31 nb_generated 723 model 7 (finishes Fri 18:36 -- 501/h)
20240913-17:14:40 nb_generated 725 model 8 (finishes Fri 18:36 -- 501/h)
20240913-17:14:41 nb_generated 685 model 4 (finishes Fri 18:42 -- 481/h)
20240913-17:14:49 nb_generated 727 model 7 (finishes Fri 18:36 -- 502/h)
20240913-17:14:49 nb_generated 686 model 2 (finishes Fri 18:42 -- 480/h)
20240913-17:14:56 nb_generated 729 model 7 (finishes Fri 18:35 -- 503/h)
20240913-17:15:03 nb_generated 729 model 5 (finishes Fri 18:36 -- 502/h)
20240913-17:15:08 nb_generated 686 model 8 (finishes Fri 18:43 -- 477/h)
20240913-17:15:15 nb_generated 732 model 9 (finishes Fri 18:35 -- 503/h)
20240913-17:15:20 nb_generated 687 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:15:26 nb_generated 732 model 4 (finishes Fri 18:36 -- 502/h)
20240913-17:15:26 nb_generated 689 model 8 (finishes Fri 18:43 -- 478/h)
20240913-17:15:39 nb_generated 734 model 2 (finishes Fri 18:36 -- 502/h)
20240913-17:15:42 nb_generated 692 model 2 (finishes Fri 18:43 -- 479/h)
20240913-17:15:48 nb_generated 737 model 8 (finishes Fri 18:36 -- 502/h)
20240913-17:15:55 nb_generated 694 model 6 (finishes Fri 18:43 -- 479/h)
20240913-17:16:03 nb_generated 698 model 2 (finishes Fri 18:42 -- 481/h)
20240913-17:16:05 nb_generated 738 model 6 (finishes Fri 18:36 -- 500/h)
20240913-17:16:12 nb_generated 700 model 2 (finishes Fri 18:42 -- 480/h)
20240913-17:16:16 nb_generated 742 model 0 (finishes Fri 18:35 -- 502/h)
20240913-17:16:22 nb_generated 702 model 8 (finishes Fri 18:42 -- 480/h)
20240913-17:16:27 nb_generated 745 model 0 (finishes Fri 18:35 -- 504/h)
20240913-17:16:37 nb_generated 745 model 9 (finishes Fri 18:35 -- 503/h)
20240913-17:16:37 nb_generated 705 model 1 (finishes Fri 18:42 -- 480/h)
20240913-17:16:44 nb_generated 709 model 1 (finishes Fri 18:41 -- 483/h)
20240913-17:16:51 nb_generated 745 model 6 (finishes Fri 18:36 -- 501/h)
20240913-17:16:53 nb_generated 712 model 7 (finishes Fri 18:41 -- 484/h)
20240913-17:16:59 nb_generated 749 model 2 (finishes Fri 18:35 -- 503/h)
20240913-17:17:04 nb_generated 714 model 1 (finishes Fri 18:41 -- 484/h)
20240913-17:17:07 nb_generated 751 model 5 (finishes Fri 18:35 -- 504/h)
20240913-17:17:16 nb_generated 717 model 5 (finishes Fri 18:41 -- 485/h)
20240913-17:17:20 nb_generated 752 model 5 (finishes Fri 18:35 -- 502/h)
20240913-17:17:28 nb_generated 717 model 4 (finishes Fri 18:41 -- 484/h)
20240913-17:17:32 nb_generated 752 model 6 (finishes Fri 18:36 -- 501/h)
20240913-17:17:36 nb_generated 717 model 9 (finishes Fri 18:41 -- 483/h)
20240913-17:17:42 nb_generated 720 model 4 (finishes Fri 18:41 -- 484/h)
20240913-17:17:47 nb_generated 755 model 5 (finishes Fri 18:36 -- 501/h)
20240913-17:17:50 nb_generated 723 model 8 (finishes Fri 18:41 -- 485/h)
20240913-17:17:54 nb_generated 756 model 5 (finishes Fri 18:36 -- 501/h)
20240913-17:17:58 nb_generated 726 model 7 (finishes Fri 18:41 -- 485/h)
20240913-17:18:04 nb_generated 758 model 1 (finishes Fri 18:36 -- 502/h)
20240913-17:18:08 nb_generated 730 model 4 (finishes Fri 18:40 -- 487/h)
20240913-17:18:17 nb_generated 732 model 8 (finishes Fri 18:40 -- 487/h)
20240913-17:18:18 nb_generated 761 model 1 (finishes Fri 18:35 -- 502/h)
20240913-17:18:24 nb_generated 737 model 7 (finishes Fri 18:39 -- 489/h)
20240913-17:18:27 nb_generated 762 model 7 (finishes Fri 18:35 -- 502/h)
20240913-17:18:37 nb_generated 765 model 7 (finishes Fri 18:35 -- 503/h)
20240913-17:18:38 nb_generated 740 model 5 (finishes Fri 18:40 -- 488/h)
20240913-17:18:47 nb_generated 743 model 2 (finishes Fri 18:39 -- 489/h)
20240913-17:18:48 nb_generated 766 model 9 (finishes Fri 18:35 -- 502/h)
20240913-17:18:55 nb_generated 743 model 8 (finishes Fri 18:40 -- 488/h)
20240913-17:18:55 nb_generated 769 model 2 (finishes Fri 18:35 -- 504/h)
20240913-17:19:06 nb_generated 744 model 8 (finishes Fri 18:40 -- 488/h)
20240913-17:19:08 nb_generated 770 model 5 (finishes Fri 18:35 -- 502/h)
20240913-17:19:13 nb_generated 745 model 7 (finishes Fri 18:40 -- 488/h)
20240913-17:19:17 nb_generated 771 model 1 (finishes Fri 18:35 -- 502/h)
20240913-17:19:23 nb_generated 746 model 0 (finishes Fri 18:40 -- 487/h)
20240913-17:19:30 nb_generated 774 model 2 (finishes Fri 18:35 -- 503/h)
20240913-17:19:35 nb_generated 749 model 4 (finishes Fri 18:40 -- 487/h)
20240913-17:19:43 nb_generated 775 model 3 (finishes Fri 18:35 -- 502/h)
20240913-17:19:51 nb_generated 776 model 5 (finishes Fri 18:35 -- 502/h)
20240913-17:19:55 nb_generated 750 model 6 (finishes Fri 18:41 -- 486/h)
20240913-17:20:03 nb_generated 753 model 4 (finishes Fri 18:40 -- 486/h)
20240913-17:20:04 nb_generated 779 model 5 (finishes Fri 18:35 -- 503/h)
20240913-17:20:19 nb_generated 754 model 6 (finishes Fri 18:41 -- 485/h)
20240913-17:20:20 nb_generated 779 model 4 (finishes Fri 18:36 -- 502/h)
20240913-17:20:28 nb_generated 780 model 4 (finishes Fri 18:36 -- 501/h)
20240913-17:20:31 nb_generated 756 model 9 (finishes Fri 18:41 -- 486/h)
20240913-17:20:41 nb_generated 759 model 2 (finishes Fri 18:41 -- 485/h)
20240913-17:20:41 nb_generated 782 model 9 (finishes Fri 18:36 -- 501/h)
20240913-17:20:51 nb_generated 783 model 3 (finishes Fri 18:36 -- 500/h)
20240913-17:20:52 nb_generated 760 model 1 (finishes Fri 18:41 -- 484/h)
20240913-17:21:06 nb_generated 786 model 1 (finishes Fri 18:36 -- 499/h)
20240913-17:21:07 nb_generated 762 model 3 (finishes Fri 18:41 -- 483/h)
20240913-17:21:15 nb_generated 766 model 2 (finishes Fri 18:41 -- 485/h)
20240913-17:21:15 nb_generated 790 model 1 (finishes Fri 18:36 -- 500/h)
20240913-17:21:23 nb_generated 790 model 4 (finishes Fri 18:36 -- 499/h)
20240913-17:21:27 nb_generated 768 model 0 (finishes Fri 18:41 -- 485/h)
20240913-17:21:32 nb_generated 795 model 4 (finishes Fri 18:36 -- 502/h)
20240913-17:21:40 nb_generated 771 model 9 (finishes Fri 18:41 -- 485/h)
20240913-17:21:43 nb_generated 800 model 1 (finishes Fri 18:35 -- 504/h)
20240913-17:21:54 nb_generated 804 model 3 (finishes Fri 18:35 -- 505/h)
20240913-17:21:55 nb_generated 772 model 5 (finishes Fri 18:41 -- 484/h)
20240913-17:22:04 nb_generated 806 model 1 (finishes Fri 18:35 -- 504/h)
20240913-17:22:13 nb_generated 774 model 6 (finishes Fri 18:41 -- 483/h)
20240913-17:22:14 nb_generated 810 model 1 (finishes Fri 18:35 -- 505/h)
20240913-17:22:25 nb_generated 811 model 2 (finishes Fri 18:35 -- 504/h)
20240913-17:22:27 nb_generated 775 model 6 (finishes Fri 18:42 -- 481/h)
20240913-17:22:35 nb_generated 812 model 1 (finishes Fri 18:35 -- 504/h)
20240913-17:22:46 nb_generated 778 model 5 (finishes Fri 18:42 -- 482/h)
20240913-17:22:46 nb_generated 812 model 4 (finishes Fri 18:35 -- 503/h)
20240913-17:22:56 nb_generated 814 model 2 (finishes Fri 18:35 -- 503/h)
20240913-17:22:58 nb_generated 781 model 9 (finishes Fri 18:41 -- 483/h)
20240913-17:23:04 nb_generated 816 model 8 (finishes Fri 18:35 -- 503/h)
20240913-17:23:17 nb_generated 782 model 6 (finishes Fri 18:42 -- 481/h)
20240913-17:23:22 nb_generated 822 model 0 (finishes Fri 18:34 -- 506/h)
20240913-17:23:25 nb_generated 783 model 4 (finishes Fri 18:42 -- 481/h)
20240913-17:23:35 nb_generated 827 model 8 (finishes Fri 18:34 -- 508/h)
20240913-17:23:37 nb_generated 786 model 2 (finishes Fri 18:42 -- 482/h)
20240913-17:23:44 nb_generated 787 model 4 (finishes Fri 18:42 -- 482/h)
20240913-17:23:47 nb_generated 828 model 3 (finishes Fri 18:34 -- 507/h)
20240913-17:23:54 nb_generated 788 model 2 (finishes Fri 18:42 -- 482/h)
20240913-17:23:57 nb_generated 830 model 5 (finishes Fri 18:34 -- 507/h)
20240913-17:24:03 nb_generated 792 model 9 (finishes Fri 18:42 -- 482/h)
20240913-17:24:16 nb_generated 832 model 6 (finishes Fri 18:34 -- 506/h)
20240913-17:24:16 nb_generated 793 model 5 (finishes Fri 18:42 -- 481/h)
20240913-17:24:23 nb_generated 796 model 7 (finishes Fri 18:41 -- 483/h)
20240913-17:24:29 nb_generated 833 model 2 (finishes Fri 18:34 -- 506/h)
20240913-17:24:37 nb_generated 796 model 2 (finishes Fri 18:42 -- 482/h)
20240913-17:24:37 nb_generated 835 model 2 (finishes Fri 18:34 -- 506/h)
20240913-17:24:48 nb_generated 798 model 9 (finishes Fri 18:42 -- 482/h)
20240913-17:24:49 nb_generated 839 model 7 (finishes Fri 18:34 -- 507/h)
20240913-17:24:54 nb_generated 800 model 1 (finishes Fri 18:41 -- 483/h)
20240913-17:24:59 nb_generated 840 model 4 (finishes Fri 18:34 -- 507/h)
20240913-17:25:09 nb_generated 801 model 3 (finishes Fri 18:42 -- 482/h)
20240913-17:25:10 nb_generated 841 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:25:23 nb_generated 804 model 1 (finishes Fri 18:42 -- 482/h)
20240913-17:25:25 nb_generated 842 model 3 (finishes Fri 18:35 -- 505/h)
20240913-17:25:32 nb_generated 807 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:25:39 nb_generated 844 model 6 (finishes Fri 18:35 -- 505/h)
20240913-17:25:40 nb_generated 809 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:25:48 nb_generated 844 model 4 (finishes Fri 18:35 -- 504/h)
20240913-17:25:54 nb_generated 810 model 6 (finishes Fri 18:42 -- 481/h)
20240913-17:25:55 nb_generated 846 model 2 (finishes Fri 18:35 -- 505/h)
20240913-17:26:08 nb_generated 850 model 0 (finishes Fri 18:34 -- 506/h)
20240913-17:26:11 nb_generated 811 model 6 (finishes Fri 18:42 -- 480/h)
20240913-17:26:19 nb_generated 813 model 2 (finishes Fri 18:42 -- 480/h)
20240913-17:26:22 nb_generated 852 model 6 (finishes Fri 18:34 -- 506/h)
20240913-17:26:31 nb_generated 856 model 4 (finishes Fri 18:34 -- 509/h)
20240913-17:26:36 nb_generated 814 model 5 (finishes Fri 18:42 -- 479/h)
20240913-17:26:43 nb_generated 815 model 9 (finishes Fri 18:42 -- 479/h)
20240913-17:26:47 nb_generated 857 model 0 (finishes Fri 18:34 -- 508/h)
20240913-17:26:52 nb_generated 816 model 1 (finishes Fri 18:43 -- 479/h)
20240913-17:27:01 nb_generated 860 model 5 (finishes Fri 18:34 -- 507/h)
20240913-17:27:08 nb_generated 817 model 8 (finishes Fri 18:43 -- 478/h)
20240913-17:27:12 nb_generated 861 model 9 (finishes Fri 18:34 -- 506/h)
20240913-17:27:13 nb_generated 820 model 7 (finishes Fri 18:42 -- 479/h)
20240913-17:27:20 nb_generated 822 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:27:27 nb_generated 861 model 6 (finishes Fri 18:35 -- 505/h)
20240913-17:27:32 nb_generated 823 model 0 (finishes Fri 18:42 -- 480/h)
20240913-17:27:35 nb_generated 862 model 2 (finishes Fri 18:35 -- 505/h)
20240913-17:27:47 nb_generated 827 model 3 (finishes Fri 18:42 -- 481/h)
20240913-17:27:53 nb_generated 862 model 3 (finishes Fri 18:35 -- 503/h)
20240913-17:27:56 nb_generated 830 model 1 (finishes Fri 18:42 -- 482/h)
20240913-17:28:01 nb_generated 868 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:28:08 nb_generated 833 model 2 (finishes Fri 18:41 -- 483/h)
20240913-17:28:14 nb_generated 869 model 0 (finishes Fri 18:34 -- 506/h)
20240913-17:28:18 nb_generated 834 model 1 (finishes Fri 18:41 -- 483/h)
20240913-17:28:24 nb_generated 835 model 4 (finishes Fri 18:41 -- 483/h)
20240913-17:28:27 nb_generated 869 model 8 (finishes Fri 18:35 -- 505/h)
20240913-17:28:37 nb_generated 871 model 2 (finishes Fri 18:35 -- 504/h)
20240913-17:28:38 nb_generated 838 model 0 (finishes Fri 18:41 -- 483/h)
20240913-17:28:47 nb_generated 872 model 0 (finishes Fri 18:35 -- 504/h)
20240913-17:28:51 nb_generated 841 model 0 (finishes Fri 18:41 -- 484/h)
20240913-17:29:02 nb_generated 842 model 0 (finishes Fri 18:41 -- 483/h)
20240913-17:29:04 nb_generated 874 model 8 (finishes Fri 18:35 -- 504/h)
20240913-17:29:16 nb_generated 875 model 5 (finishes Fri 18:35 -- 503/h)
20240913-17:29:18 nb_generated 844 model 6 (finishes Fri 18:41 -- 483/h)
20240913-17:29:25 nb_generated 847 model 4 (finishes Fri 18:41 -- 483/h)
20240913-17:29:25 nb_generated 875 model 0 (finishes Fri 18:35 -- 502/h)
20240913-17:29:39 nb_generated 877 model 5 (finishes Fri 18:36 -- 502/h)
20240913-17:29:43 nb_generated 851 model 3 (finishes Fri 18:41 -- 483/h)
20240913-17:29:48 nb_generated 878 model 5 (finishes Fri 18:36 -- 501/h)
20240913-17:29:59 nb_generated 878 model 0 (finishes Fri 18:36 -- 500/h)
20240913-17:30:01 nb_generated 852 model 6 (finishes Fri 18:42 -- 482/h)
20240913-17:30:07 nb_generated 879 model 1 (finishes Fri 18:36 -- 500/h)
20240913-17:30:13 nb_generated 854 model 9 (finishes Fri 18:42 -- 482/h)
20240913-17:30:14 nb_generated 880 model 1 (finishes Fri 18:36 -- 499/h)
20240913-17:30:22 nb_generated 856 model 5 (finishes Fri 18:41 -- 483/h)
20240913-17:30:26 nb_generated 882 model 2 (finishes Fri 18:36 -- 499/h)
20240913-17:30:39 nb_generated 885 model 4 (finishes Fri 18:36 -- 500/h)
20240913-17:30:41 nb_generated 858 model 6 (finishes Fri 18:41 -- 483/h)
20240913-17:30:49 nb_generated 887 model 3 (finishes Fri 18:36 -- 500/h)
20240913-17:30:53 nb_generated 860 model 3 (finishes Fri 18:42 -- 482/h)
20240913-17:31:01 nb_generated 861 model 7 (finishes Fri 18:42 -- 482/h)
20240913-17:31:03 nb_generated 890 model 3 (finishes Fri 18:36 -- 500/h)
20240913-17:31:12 nb_generated 893 model 4 (finishes Fri 18:36 -- 501/h)
20240913-17:31:14 nb_generated 862 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:31:20 nb_generated 896 model 1 (finishes Fri 18:36 -- 501/h)
20240913-17:31:22 nb_generated 866 model 2 (finishes Fri 18:41 -- 484/h)
20240913-17:31:31 nb_generated 899 model 2 (finishes Fri 18:36 -- 501/h)
20240913-17:31:33 nb_generated 870 model 8 (finishes Fri 18:41 -- 485/h)
20240913-17:31:42 nb_generated 872 model 8 (finishes Fri 18:41 -- 485/h)
20240913-17:31:44 nb_generated 900 model 3 (finishes Fri 18:36 -- 501/h)
20240913-17:31:51 nb_generated 901 model 7 (finishes Fri 18:36 -- 501/h)
20240913-17:31:57 nb_generated 872 model 6 (finishes Fri 18:41 -- 484/h)
20240913-17:32:00 nb_generated 902 model 1 (finishes Fri 18:36 -- 500/h)
20240913-17:32:07 nb_generated 873 model 1 (finishes Fri 18:41 -- 484/h)
20240913-17:32:08 nb_generated 905 model 7 (finishes Fri 18:36 -- 502/h)
20240913-17:32:18 nb_generated 874 model 0 (finishes Fri 18:41 -- 483/h)
20240913-17:32:20 nb_generated 908 model 9 (finishes Fri 18:35 -- 503/h)
20240913-17:32:27 nb_generated 874 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:32:32 nb_generated 910 model 6 (finishes Fri 18:35 -- 502/h)
20240913-17:32:36 nb_generated 877 model 4 (finishes Fri 18:41 -- 483/h)
20240913-17:32:43 nb_generated 913 model 7 (finishes Fri 18:35 -- 503/h)
20240913-17:32:50 nb_generated 878 model 2 (finishes Fri 18:42 -- 482/h)
20240913-17:32:57 nb_generated 916 model 8 (finishes Fri 18:35 -- 503/h)
20240913-17:32:58 nb_generated 878 model 9 (finishes Fri 18:42 -- 481/h)
20240913-17:33:10 nb_generated 879 model 3 (finishes Fri 18:42 -- 480/h)
20240913-17:33:10 nb_generated 920 model 5 (finishes Fri 18:35 -- 505/h)
20240913-17:33:16 nb_generated 922 model 7 (finishes Fri 18:34 -- 506/h)
20240913-17:33:18 nb_generated 879 model 9 (finishes Fri 18:42 -- 480/h)
20240913-17:33:26 nb_generated 923 model 5 (finishes Fri 18:35 -- 505/h)
20240913-17:33:27 nb_generated 881 model 5 (finishes Fri 18:42 -- 480/h)
20240913-17:33:35 nb_generated 884 model 1 (finishes Fri 18:42 -- 481/h)
20240913-17:33:38 nb_generated 928 model 2 (finishes Fri 18:34 -- 508/h)
20240913-17:33:48 nb_generated 930 model 9 (finishes Fri 18:34 -- 508/h)
20240913-17:33:48 nb_generated 885 model 9 (finishes Fri 18:42 -- 480/h)
20240913-17:33:56 nb_generated 887 model 7 (finishes Fri 18:42 -- 481/h)
20240913-17:34:01 nb_generated 930 model 9 (finishes Fri 18:34 -- 507/h)
20240913-17:34:09 nb_generated 889 model 3 (finishes Fri 18:42 -- 481/h)
20240913-17:34:13 nb_generated 932 model 0 (finishes Fri 18:34 -- 506/h)
20240913-17:34:20 nb_generated 891 model 2 (finishes Fri 18:42 -- 481/h)
20240913-17:34:21 nb_generated 934 model 2 (finishes Fri 18:34 -- 506/h)
20240913-17:34:30 nb_generated 892 model 6 (finishes Fri 18:42 -- 481/h)
20240913-17:34:36 nb_generated 892 model 4 (finishes Fri 18:42 -- 480/h)
20240913-17:34:36 nb_generated 935 model 0 (finishes Fri 18:34 -- 505/h)
20240913-17:34:42 nb_generated 892 model 4 (finishes Fri 18:42 -- 480/h)
20240913-17:34:49 nb_generated 939 model 5 (finishes Fri 18:34 -- 507/h)
20240913-17:34:50 nb_generated 897 model 0 (finishes Fri 18:42 -- 482/h)
20240913-17:34:57 nb_generated 940 model 7 (finishes Fri 18:34 -- 507/h)
20240913-17:35:02 nb_generated 897 model 3 (finishes Fri 18:42 -- 481/h)
20240913-17:35:09 nb_generated 943 model 3 (finishes Fri 18:34 -- 507/h)
20240913-17:35:16 nb_generated 897 model 5 (finishes Fri 18:43 -- 479/h)
20240913-17:35:19 nb_generated 945 model 5 (finishes Fri 18:34 -- 507/h)
20240913-17:35:25 nb_generated 898 model 0 (finishes Fri 18:43 -- 479/h)
20240913-17:35:31 nb_generated 947 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:35:37 nb_generated 902 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:35:44 nb_generated 948 model 8 (finishes Fri 18:34 -- 506/h)
20240913-17:35:46 nb_generated 903 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:35:54 nb_generated 904 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:35:56 nb_generated 952 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:36:06 nb_generated 904 model 5 (finishes Fri 18:43 -- 479/h)
20240913-17:36:11 nb_generated 955 model 6 (finishes Fri 18:34 -- 507/h)
20240913-17:36:20 nb_generated 904 model 0 (finishes Fri 18:43 -- 478/h)
20240913-17:36:20 nb_generated 956 model 4 (finishes Fri 18:34 -- 507/h)
20240913-17:36:28 nb_generated 907 model 7 (finishes Fri 18:43 -- 478/h)
20240913-17:36:34 nb_generated 909 model 4 (finishes Fri 18:43 -- 479/h)
20240913-17:36:39 nb_generated 956 model 1 (finishes Fri 18:35 -- 505/h)
20240913-17:36:48 nb_generated 909 model 5 (finishes Fri 18:43 -- 478/h)
20240913-17:36:49 nb_generated 956 model 9 (finishes Fri 18:35 -- 504/h)
20240913-17:36:57 nb_generated 961 model 1 (finishes Fri 18:34 -- 506/h)
20240913-17:37:04 nb_generated 964 model 1 (finishes Fri 18:34 -- 507/h)
20240913-17:37:07 nb_generated 912 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:37:17 nb_generated 913 model 8 (finishes Fri 18:43 -- 477/h)
20240913-17:37:18 nb_generated 966 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:37:27 nb_generated 969 model 3 (finishes Fri 18:34 -- 507/h)
20240913-17:37:29 nb_generated 914 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:37:35 nb_generated 914 model 7 (finishes Fri 18:44 -- 476/h)
20240913-17:37:37 nb_generated 973 model 5 (finishes Fri 18:34 -- 508/h)
20240913-17:37:54 nb_generated 915 model 6 (finishes Fri 18:44 -- 475/h)
20240913-17:37:56 nb_generated 975 model 0 (finishes Fri 18:34 -- 508/h)
20240913-17:38:03 nb_generated 977 model 5 (finishes Fri 18:34 -- 509/h)
20240913-17:38:03 nb_generated 917 model 3 (finishes Fri 18:44 -- 476/h)
20240913-17:38:14 nb_generated 919 model 8 (finishes Fri 18:44 -- 476/h)
20240913-17:38:19 nb_generated 978 model 6 (finishes Fri 18:34 -- 507/h)
20240913-17:38:20 nb_generated 920 model 4 (finishes Fri 18:44 -- 476/h)
20240913-17:38:28 nb_generated 979 model 7 (finishes Fri 18:34 -- 507/h)
20240913-17:38:31 nb_generated 922 model 3 (finishes Fri 18:44 -- 476/h)
20240913-17:38:34 nb_generated 979 model 4 (finishes Fri 18:34 -- 506/h)
20240913-17:38:44 nb_generated 979 model 9 (finishes Fri 18:34 -- 506/h)
20240913-17:38:46 nb_generated 923 model 9 (finishes Fri 18:44 -- 475/h)
20240913-17:38:51 nb_generated 979 model 4 (finishes Fri 18:35 -- 505/h)
20240913-17:38:54 nb_generated 925 model 7 (finishes Fri 18:44 -- 475/h)
20240913-17:39:01 nb_generated 982 model 2 (finishes Fri 18:35 -- 505/h)
20240913-17:39:05 nb_generated 928 model 3 (finishes Fri 18:44 -- 476/h)
20240913-17:39:13 nb_generated 930 model 2 (finishes Fri 18:43 -- 477/h)
20240913-17:39:14 nb_generated 983 model 0 (finishes Fri 18:35 -- 505/h)
20240913-17:39:20 nb_generated 933 model 7 (finishes Fri 18:43 -- 478/h)
20240913-17:39:26 nb_generated 984 model 0 (finishes Fri 18:35 -- 504/h)
20240913-17:39:27 nb_generated 934 model 5 (finishes Fri 18:43 -- 478/h)
20240913-17:39:34 nb_generated 937 model 4 (finishes Fri 18:43 -- 479/h)
20240913-17:39:35 nb_generated 986 model 8 (finishes Fri 18:35 -- 504/h)
20240913-17:39:42 nb_generated 938 model 2 (finishes Fri 18:43 -- 479/h)
20240913-17:39:46 nb_generated 989 model 1 (finishes Fri 18:35 -- 505/h)
20240913-17:39:51 nb_generated 939 model 1 (finishes Fri 18:43 -- 479/h)
20240913-17:39:58 nb_generated 991 model 3 (finishes Fri 18:35 -- 505/h)
20240913-17:40:02 nb_generated 939 model 3 (finishes Fri 18:43 -- 478/h)
20240913-17:40:07 nb_generated 993 model 7 (finishes Fri 18:34 -- 506/h)
20240913-17:40:09 nb_generated 943 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:40:17 nb_generated 996 model 7 (finishes Fri 18:34 -- 507/h)
20240913-17:40:19 nb_generated 943 model 9 (finishes Fri 18:43 -- 478/h)
20240913-17:40:29 nb_generated 944 model 7 (finishes Fri 18:43 -- 478/h)
20240913-17:40:30 nb_generated 1001 model 3 (finishes Fri 18:34 -- 508/h)
20240913-17:40:37 nb_generated 945 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:40:39 nb_generated 1001 model 7 (finishes Fri 18:34 -- 507/h)
20240913-17:40:45 nb_generated 950 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:40:45 nb_generated 1002 model 4 (finishes Fri 18:34 -- 507/h)
20240913-17:40:53 nb_generated 951 model 5 (finishes Fri 18:43 -- 479/h)
20240913-17:40:54 nb_generated 1002 model 7 (finishes Fri 18:34 -- 506/h)
20240913-17:41:02 nb_generated 1003 model 4 (finishes Fri 18:34 -- 506/h)
20240913-17:41:09 nb_generated 953 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:41:16 nb_generated 1006 model 8 (finishes Fri 18:34 -- 506/h)
20240913-17:41:23 nb_generated 954 model 3 (finishes Fri 18:43 -- 477/h)
20240913-17:41:28 nb_generated 1009 model 2 (finishes Fri 18:34 -- 507/h)
20240913-17:41:35 nb_generated 956 model 0 (finishes Fri 18:43 -- 478/h)
20240913-17:41:42 nb_generated 1010 model 6 (finishes Fri 18:34 -- 506/h)
20240913-17:41:46 nb_generated 958 model 3 (finishes Fri 18:43 -- 477/h)
20240913-17:41:56 nb_generated 959 model 1 (finishes Fri 18:43 -- 477/h)
20240913-17:42:02 nb_generated 1011 model 6 (finishes Fri 18:35 -- 505/h)
20240913-17:42:14 nb_generated 1013 model 9 (finishes Fri 18:35 -- 505/h)
20240913-17:42:14 nb_generated 960 model 6 (finishes Fri 18:44 -- 476/h)
20240913-17:42:24 nb_generated 1017 model 1 (finishes Fri 18:34 -- 506/h)
20240913-17:42:26 nb_generated 962 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:42:34 nb_generated 964 model 7 (finishes Fri 18:43 -- 477/h)
20240913-17:42:36 nb_generated 1019 model 8 (finishes Fri 18:34 -- 506/h)
20240913-17:42:44 nb_generated 970 model 1 (finishes Fri 18:42 -- 480/h)
20240913-17:42:48 nb_generated 1020 model 3 (finishes Fri 18:34 -- 506/h)
20240913-17:42:52 nb_generated 971 model 7 (finishes Fri 18:42 -- 480/h)
20240913-17:42:56 nb_generated 1021 model 4 (finishes Fri 18:34 -- 506/h)
20240913-17:42:59 nb_generated 971 model 7 (finishes Fri 18:42 -- 479/h)
20240913-17:43:05 nb_generated 1022 model 2 (finishes Fri 18:34 -- 506/h)
20240913-17:43:07 nb_generated 973 model 2 (finishes Fri 18:42 -- 480/h)
20240913-17:43:13 nb_generated 1024 model 4 (finishes Fri 18:35 -- 505/h)
20240913-17:43:17 nb_generated 975 model 4 (finishes Fri 18:42 -- 480/h)
20240913-17:43:24 nb_generated 1024 model 8 (finishes Fri 18:35 -- 504/h)
20240913-17:43:30 nb_generated 975 model 3 (finishes Fri 18:43 -- 479/h)
20240913-17:43:33 nb_generated 1025 model 7 (finishes Fri 18:35 -- 504/h)
20240913-17:43:40 nb_generated 1028 model 1 (finishes Fri 18:35 -- 505/h)
20240913-17:43:47 nb_generated 976 model 3 (finishes Fri 18:43 -- 479/h)
20240913-17:43:54 nb_generated 978 model 7 (finishes Fri 18:43 -- 479/h)
20240913-17:43:56 nb_generated 1028 model 0 (finishes Fri 18:35 -- 504/h)
20240913-17:44:09 nb_generated 978 model 6 (finishes Fri 18:43 -- 478/h)
20240913-17:44:11 nb_generated 1028 model 8 (finishes Fri 18:35 -- 502/h)
20240913-17:44:18 nb_generated 978 model 7 (finishes Fri 18:43 -- 477/h)
20240913-17:44:21 nb_generated 1028 model 9 (finishes Fri 18:36 -- 502/h)
20240913-17:44:27 nb_generated 981 model 7 (finishes Fri 18:43 -- 478/h)
20240913-17:44:33 nb_generated 1029 model 6 (finishes Fri 18:36 -- 501/h)
20240913-17:44:35 nb_generated 983 model 8 (finishes Fri 18:43 -- 478/h)
20240913-17:44:41 nb_generated 1033 model 1 (finishes Fri 18:35 -- 502/h)
20240913-17:44:42 nb_generated 985 model 0 (finishes Fri 18:43 -- 478/h)
20240913-17:44:53 nb_generated 987 model 2 (finishes Fri 18:43 -- 479/h)
20240913-17:44:54 nb_generated 1035 model 5 (finishes Fri 18:35 -- 502/h)
20240913-17:45:01 nb_generated 988 model 4 (finishes Fri 18:43 -- 479/h)
20240913-17:45:06 nb_generated 1040 model 8 (finishes Fri 18:35 -- 504/h)
20240913-17:45:13 nb_generated 988 model 2 (finishes Fri 18:43 -- 478/h)
20240913-17:45:16 nb_generated 1041 model 1 (finishes Fri 18:35 -- 504/h)
20240913-17:45:23 nb_generated 991 model 5 (finishes Fri 18:43 -- 477/h)
20240913-17:45:29 nb_generated 1042 model 9 (finishes Fri 18:35 -- 504/h)
20240913-17:45:35 nb_generated 993 model 3 (finishes Fri 18:43 -- 478/h)
20240913-17:45:37 nb_generated 1047 model 1 (finishes Fri 18:34 -- 506/h)
20240913-17:45:44 nb_generated 1048 model 7 (finishes Fri 18:34 -- 505/h)
20240913-17:45:45 nb_generated 995 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:45:51 nb_generated 1049 model 5 (finishes Fri 18:34 -- 505/h)
20240913-17:45:54 nb_generated 997 model 5 (finishes Fri 18:43 -- 477/h)
20240913-17:46:03 nb_generated 1050 model 8 (finishes Fri 18:35 -- 505/h)
20240913-17:46:05 nb_generated 999 model 0 (finishes Fri 18:43 -- 478/h)
20240913-17:46:10 nb_generated 1053 model 4 (finishes Fri 18:34 -- 506/h)
20240913-17:46:18 nb_generated 999 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:46:22 nb_generated 1054 model 1 (finishes Fri 18:34 -- 506/h)
20240913-17:46:30 nb_generated 1059 model 8 (finishes Fri 18:34 -- 508/h)
20240913-17:46:35 nb_generated 1000 model 2 (finishes Fri 18:44 -- 476/h)
20240913-17:46:36 nb_generated 1062 model 1 (finishes Fri 18:33 -- 509/h)
20240913-17:46:45 nb_generated 1002 model 1 (finishes Fri 18:44 -- 476/h)
20240913-17:46:52 nb_generated 1064 model 5 (finishes Fri 18:33 -- 509/h)
20240913-17:47:00 nb_generated 1004 model 5 (finishes Fri 18:44 -- 476/h)
20240913-17:47:03 nb_generated 1066 model 7 (finishes Fri 18:33 -- 509/h)
20240913-17:47:13 nb_generated 1004 model 3 (finishes Fri 18:44 -- 475/h)
20240913-17:47:15 nb_generated 1068 model 3 (finishes Fri 18:34 -- 509/h)
20240913-17:47:22 nb_generated 1005 model 5 (finishes Fri 18:44 -- 474/h)
20240913-17:47:27 nb_generated 1070 model 8 (finishes Fri 18:34 -- 508/h)
20240913-17:47:36 nb_generated 1071 model 1 (finishes Fri 18:34 -- 508/h)
20240913-17:47:37 nb_generated 1006 model 3 (finishes Fri 18:44 -- 473/h)
20240913-17:47:46 nb_generated 1075 model 4 (finishes Fri 18:33 -- 509/h)
20240913-17:47:48 nb_generated 1009 model 3 (finishes Fri 18:44 -- 474/h)
20240913-17:47:56 nb_generated 1077 model 1 (finishes Fri 18:33 -- 509/h)
20240913-17:48:02 nb_generated 1010 model 9 (finishes Fri 18:45 -- 473/h)
20240913-17:48:10 nb_generated 1010 model 7 (finishes Fri 18:45 -- 473/h)
20240913-17:48:13 nb_generated 1078 model 9 (finishes Fri 18:34 -- 509/h)
20240913-17:48:19 nb_generated 1012 model 4 (finishes Fri 18:45 -- 473/h)
20240913-17:48:20 nb_generated 1084 model 7 (finishes Fri 18:33 -- 511/h)
20240913-17:48:26 nb_generated 1013 model 3 (finishes Fri 18:45 -- 473/h)
20240913-17:48:31 nb_generated 1085 model 9 (finishes Fri 18:33 -- 511/h)
20240913-17:48:37 nb_generated 1013 model 4 (finishes Fri 18:45 -- 472/h)
20240913-17:48:41 nb_generated 1089 model 8 (finishes Fri 18:33 -- 512/h)
20240913-17:48:50 nb_generated 1014 model 1 (finishes Fri 18:45 -- 472/h)
20240913-17:48:51 nb_generated 1095 model 8 (finishes Fri 18:32 -- 514/h)
20240913-17:48:58 nb_generated 1020 model 4 (finishes Fri 18:44 -- 475/h)
20240913-17:48:59 nb_generated 1098 model 0 (finishes Fri 18:32 -- 515/h)
20240913-17:49:08 nb_generated 1101 model 5 (finishes Fri 18:32 -- 515/h)
20240913-17:49:08 nb_generated 1020 model 9 (finishes Fri 18:44 -- 474/h)
20240913-17:49:14 nb_generated 1104 model 7 (finishes Fri 18:31 -- 516/h)
20240913-17:49:19 nb_generated 1108 model 8 (finishes Fri 18:31 -- 518/h)
20240913-17:49:22 nb_generated 1022 model 2 (finishes Fri 18:44 -- 474/h)
20240913-17:49:32 nb_generated 1025 model 7 (finishes Fri 18:44 -- 475/h)
20240913-17:49:33 nb_generated 1109 model 0 (finishes Fri 18:31 -- 518/h)
20240913-17:49:40 nb_generated 1111 model 7 (finishes Fri 18:31 -- 518/h)
20240913-17:49:44 nb_generated 1026 model 2 (finishes Fri 18:44 -- 474/h)
20240913-17:49:54 nb_generated 1112 model 0 (finishes Fri 18:31 -- 518/h)
20240913-17:49:57 nb_generated 1027 model 3 (finishes Fri 18:44 -- 474/h)
20240913-17:50:04 nb_generated 1112 model 1 (finishes Fri 18:31 -- 517/h)
20240913-17:50:07 nb_generated 1028 model 5 (finishes Fri 18:44 -- 474/h)
20240913-17:50:14 nb_generated 1113 model 3 (finishes Fri 18:31 -- 517/h)
20240913-17:50:16 nb_generated 1028 model 4 (finishes Fri 18:45 -- 473/h)
20240913-17:50:23 nb_generated 1113 model 9 (finishes Fri 18:32 -- 516/h)
20240913-17:50:31 nb_generated 1030 model 9 (finishes Fri 18:45 -- 472/h)
20240913-17:50:35 nb_generated 1114 model 8 (finishes Fri 18:32 -- 515/h)
20240913-17:50:41 nb_generated 1032 model 0 (finishes Fri 18:45 -- 473/h)
20240913-17:50:44 nb_generated 1116 model 7 (finishes Fri 18:32 -- 516/h)
20240913-17:50:50 nb_generated 1033 model 1 (finishes Fri 18:45 -- 473/h)
20240913-17:50:54 nb_generated 1116 model 3 (finishes Fri 18:32 -- 515/h)
20240913-17:51:03 nb_generated 1121 model 4 (finishes Fri 18:31 -- 517/h)
20240913-17:51:06 nb_generated 1036 model 3 (finishes Fri 18:45 -- 473/h)
20240913-17:51:13 nb_generated 1037 model 4 (finishes Fri 18:45 -- 473/h)
20240913-17:51:16 nb_generated 1122 model 6 (finishes Fri 18:31 -- 516/h)
20240913-17:51:22 nb_generated 1042 model 1 (finishes Fri 18:44 -- 474/h)
20240913-17:51:24 nb_generated 1126 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:51:31 nb_generated 1128 model 3 (finishes Fri 18:31 -- 518/h)
20240913-17:51:32 nb_generated 1043 model 7 (finishes Fri 18:44 -- 474/h)
20240913-17:51:40 nb_generated 1133 model 1 (finishes Fri 18:30 -- 520/h)
20240913-17:51:41 nb_generated 1047 model 2 (finishes Fri 18:44 -- 474/h)
20240913-17:51:50 nb_generated 1134 model 7 (finishes Fri 18:30 -- 520/h)
20240913-17:51:54 nb_generated 1050 model 3 (finishes Fri 18:44 -- 475/h)
20240913-17:51:57 nb_generated 1134 model 2 (finishes Fri 18:31 -- 519/h)
20240913-17:52:03 nb_generated 1051 model 8 (finishes Fri 18:44 -- 475/h)
20240913-17:52:10 nb_generated 1135 model 1 (finishes Fri 18:31 -- 518/h)
20240913-17:52:13 nb_generated 1053 model 2 (finishes Fri 18:44 -- 475/h)
20240913-17:52:17 nb_generated 1135 model 4 (finishes Fri 18:31 -- 518/h)
20240913-17:52:22 nb_generated 1058 model 1 (finishes Fri 18:44 -- 476/h)
20240913-17:52:24 nb_generated 1137 model 0 (finishes Fri 18:31 -- 518/h)
20240913-17:52:29 nb_generated 1059 model 4 (finishes Fri 18:44 -- 476/h)
20240913-17:52:33 nb_generated 1138 model 2 (finishes Fri 18:31 -- 518/h)
20240913-17:52:40 nb_generated 1140 model 7 (finishes Fri 18:31 -- 519/h)
20240913-17:52:43 nb_generated 1062 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:52:54 nb_generated 1140 model 6 (finishes Fri 18:31 -- 518/h)
20240913-17:52:55 nb_generated 1064 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:53:04 nb_generated 1141 model 1 (finishes Fri 18:31 -- 517/h)
20240913-17:53:06 nb_generated 1065 model 2 (finishes Fri 18:43 -- 477/h)
20240913-17:53:14 nb_generated 1142 model 4 (finishes Fri 18:31 -- 517/h)
20240913-17:53:17 nb_generated 1069 model 3 (finishes Fri 18:43 -- 478/h)
20240913-17:53:25 nb_generated 1142 model 0 (finishes Fri 18:31 -- 516/h)
20240913-17:53:27 nb_generated 1069 model 2 (finishes Fri 18:43 -- 477/h)
20240913-17:53:36 nb_generated 1144 model 5 (finishes Fri 18:31 -- 516/h)
20240913-17:53:44 nb_generated 1072 model 0 (finishes Fri 18:43 -- 477/h)
20240913-17:53:46 nb_generated 1147 model 5 (finishes Fri 18:31 -- 517/h)
20240913-17:53:53 nb_generated 1148 model 4 (finishes Fri 18:31 -- 517/h)
20240913-17:53:54 nb_generated 1074 model 3 (finishes Fri 18:43 -- 478/h)
20240913-17:54:00 nb_generated 1150 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:54:01 nb_generated 1075 model 7 (finishes Fri 18:43 -- 478/h)
20240913-17:54:12 nb_generated 1075 model 2 (finishes Fri 18:43 -- 477/h)
20240913-17:54:14 nb_generated 1150 model 6 (finishes Fri 18:31 -- 516/h)
20240913-17:54:20 nb_generated 1076 model 1 (finishes Fri 18:43 -- 477/h)
20240913-17:54:21 nb_generated 1152 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:54:27 nb_generated 1152 model 7 (finishes Fri 18:31 -- 516/h)
20240913-17:54:31 nb_generated 1078 model 9 (finishes Fri 18:43 -- 477/h)
20240913-17:54:37 nb_generated 1156 model 0 (finishes Fri 18:31 -- 517/h)
20240913-17:54:46 nb_generated 1078 model 6 (finishes Fri 18:44 -- 476/h)
20240913-17:54:49 nb_generated 1156 model 5 (finishes Fri 18:31 -- 516/h)
20240913-17:54:58 nb_generated 1157 model 8 (finishes Fri 18:31 -- 516/h)
20240913-17:55:02 nb_generated 1080 model 3 (finishes Fri 18:44 -- 475/h)
20240913-17:55:07 nb_generated 1160 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:55:13 nb_generated 1081 model 5 (finishes Fri 18:44 -- 475/h)
20240913-17:55:18 nb_generated 1162 model 3 (finishes Fri 18:31 -- 517/h)
20240913-17:55:20 nb_generated 1081 model 7 (finishes Fri 18:44 -- 474/h)
20240913-17:55:30 nb_generated 1164 model 9 (finishes Fri 18:31 -- 517/h)
20240913-17:55:36 nb_generated 1085 model 8 (finishes Fri 18:44 -- 474/h)
20240913-17:55:39 nb_generated 1164 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:55:46 nb_generated 1167 model 4 (finishes Fri 18:31 -- 517/h)
20240913-17:55:53 nb_generated 1088 model 3 (finishes Fri 18:44 -- 474/h)
20240913-17:55:55 nb_generated 1168 model 1 (finishes Fri 18:31 -- 517/h)
20240913-17:56:04 nb_generated 1169 model 3 (finishes Fri 18:31 -- 517/h)
20240913-17:56:05 nb_generated 1090 model 2 (finishes Fri 18:44 -- 474/h)
20240913-17:56:13 nb_generated 1170 model 6 (finishes Fri 18:31 -- 517/h)
20240913-17:56:18 nb_generated 1090 model 0 (finishes Fri 18:45 -- 473/h)
20240913-17:56:27 nb_generated 1091 model 0 (finishes Fri 18:45 -- 473/h)
20240913-17:56:29 nb_generated 1170 model 6 (finishes Fri 18:32 -- 516/h)
20240913-17:56:34 nb_generated 1093 model 0 (finishes Fri 18:44 -- 474/h)
20240913-17:56:41 nb_generated 1094 model 4 (finishes Fri 18:44 -- 474/h)
20240913-17:56:45 nb_generated 1170 model 6 (finishes Fri 18:32 -- 514/h)
20240913-17:56:49 nb_generated 1099 model 1 (finishes Fri 18:44 -- 476/h)
20240913-17:56:52 nb_generated 1173 model 7 (finishes Fri 18:32 -- 515/h)
20240913-17:57:05 nb_generated 1175 model 2 (finishes Fri 18:32 -- 515/h)
20240913-17:57:06 nb_generated 1100 model 6 (finishes Fri 18:44 -- 475/h)
20240913-17:57:13 nb_generated 1102 model 1 (finishes Fri 18:44 -- 475/h)
20240913-17:57:18 nb_generated 1178 model 6 (finishes Fri 18:31 -- 516/h)
20240913-17:57:26 nb_generated 1180 model 7 (finishes Fri 18:31 -- 516/h)
20240913-17:57:31 nb_generated 1103 model 0 (finishes Fri 18:44 -- 474/h)
20240913-17:57:41 nb_generated 1181 model 3 (finishes Fri 18:31 -- 516/h)
20240913-17:57:42 nb_generated 1104 model 2 (finishes Fri 18:44 -- 474/h)
20240913-17:57:51 nb_generated 1183 model 9 (finishes Fri 18:31 -- 516/h)
20240913-17:57:52 nb_generated 1105 model 5 (finishes Fri 18:44 -- 474/h)
20240913-17:58:03 nb_generated 1184 model 5 (finishes Fri 18:31 -- 516/h)
20240913-17:58:04 nb_generated 1107 model 5 (finishes Fri 18:44 -- 474/h)
20240913-17:58:14 nb_generated 1107 model 8 (finishes Fri 18:45 -- 473/h)
20240913-17:58:14 nb_generated 1185 model 9 (finishes Fri 18:32 -- 515/h)
20240913-17:58:24 nb_generated 1187 model 7 (finishes Fri 18:32 -- 515/h)
20240913-17:58:26 nb_generated 1107 model 5 (finishes Fri 18:45 -- 472/h)
20240913-17:58:33 nb_generated 1189 model 7 (finishes Fri 18:32 -- 515/h)
20240913-17:58:42 nb_generated 1109 model 9 (finishes Fri 18:45 -- 472/h)
20240913-17:58:43 nb_generated 1190 model 8 (finishes Fri 18:32 -- 514/h)
20240913-17:58:50 nb_generated 1191 model 4 (finishes Fri 18:32 -- 514/h)
20240913-17:59:02 nb_generated 1111 model 6 (finishes Fri 18:45 -- 471/h)
20240913-17:59:03 nb_generated 1192 model 6 (finishes Fri 18:32 -- 514/h)
20240913-17:59:11 nb_generated 1196 model 7 (finishes Fri 18:32 -- 514/h)
20240913-17:59:14 nb_generated 1112 model 6 (finishes Fri 18:45 -- 471/h)
20240913-17:59:20 nb_generated 1198 model 8 (finishes Fri 18:32 -- 514/h)
20240913-17:59:24 nb_generated 1113 model 8 (finishes Fri 18:45 -- 471/h)
20240913-17:59:30 nb_generated 1203 model 8 (finishes Fri 18:32 -- 516/h)
20240913-17:59:31 nb_generated 1114 model 4 (finishes Fri 18:45 -- 471/h)
20240913-17:59:38 nb_generated 1207 model 7 (finishes Fri 18:31 -- 517/h)
20240913-17:59:41 nb_generated 1117 model 8 (finishes Fri 18:45 -- 472/h)
20240913-17:59:51 nb_generated 1119 model 3 (finishes Fri 18:45 -- 472/h)
20240913-17:59:52 nb_generated 1208 model 4 (finishes Fri 18:31 -- 516/h)
20240913-17:59:59 nb_generated 1215 model 2 (finishes Fri 18:30 -- 520/h)
20240913-18:00:01 nb_generated 1119 model 4 (finishes Fri 18:45 -- 471/h)
20240913-18:00:08 nb_generated 1217 model 7 (finishes Fri 18:30 -- 520/h)
20240913-18:00:14 nb_generated 1119 model 3 (finishes Fri 18:45 -- 470/h)
20240913-18:00:19 nb_generated 1218 model 1 (finishes Fri 18:31 -- 519/h)
20240913-18:00:21 nb_generated 1121 model 4 (finishes Fri 18:45 -- 471/h)
20240913-18:00:29 nb_generated 1218 model 5 (finishes Fri 18:31 -- 518/h)
20240913-18:00:34 nb_generated 1121 model 2 (finishes Fri 18:46 -- 470/h)
20240913-18:00:46 nb_generated 1124 model 0 (finishes Fri 18:45 -- 471/h)
20240913-18:00:48 nb_generated 1218 model 6 (finishes Fri 18:31 -- 517/h)
20240913-18:00:58 nb_generated 1219 model 8 (finishes Fri 18:31 -- 517/h)
20240913-18:00:58 nb_generated 1125 model 3 (finishes Fri 18:46 -- 470/h)
20240913-18:01:07 nb_generated 1128 model 1 (finishes Fri 18:45 -- 470/h)
20240913-18:01:11 nb_generated 1219 model 1 (finishes Fri 18:31 -- 516/h)
20240913-18:01:19 nb_generated 1129 model 9 (finishes Fri 18:46 -- 470/h)
20240913-18:01:19 nb_generated 1222 model 0 (finishes Fri 18:31 -- 517/h)
20240913-18:01:34 nb_generated 1131 model 0 (finishes Fri 18:46 -- 470/h)
20240913-18:01:36 nb_generated 1223 model 6 (finishes Fri 18:31 -- 516/h)
20240913-18:01:47 nb_generated 1134 model 3 (finishes Fri 18:45 -- 471/h)
20240913-18:01:52 nb_generated 1223 model 6 (finishes Fri 18:32 -- 515/h)
20240913-18:02:00 nb_generated 1135 model 1 (finishes Fri 18:45 -- 471/h)
20240913-18:02:05 nb_generated 1224 model 9 (finishes Fri 18:32 -- 514/h)
20240913-18:02:06 nb_generated 1136 model 7 (finishes Fri 18:45 -- 471/h)
20240913-18:02:13 nb_generated 1225 model 1 (finishes Fri 18:32 -- 514/h)
20240913-18:02:16 nb_generated 1138 model 9 (finishes Fri 18:45 -- 471/h)
20240913-18:02:24 nb_generated 1140 model 1 (finishes Fri 18:45 -- 471/h)
20240913-18:02:26 nb_generated 1225 model 6 (finishes Fri 18:32 -- 513/h)
20240913-18:02:35 nb_generated 1142 model 5 (finishes Fri 18:45 -- 471/h)
20240913-18:02:36 nb_generated 1226 model 1 (finishes Fri 18:32 -- 513/h)
20240913-18:02:50 nb_generated 1142 model 6 (finishes Fri 18:46 -- 470/h)
20240913-18:02:50 nb_generated 1226 model 3 (finishes Fri 18:33 -- 512/h)
20240913-18:02:58 nb_generated 1144 model 2 (finishes Fri 18:46 -- 470/h)
20240913-18:03:00 nb_generated 1229 model 2 (finishes Fri 18:32 -- 512/h)
20240913-18:03:06 nb_generated 1145 model 1 (finishes Fri 18:46 -- 470/h)
20240913-18:03:08 nb_generated 1231 model 5 (finishes Fri 18:32 -- 513/h)
20240913-18:03:14 nb_generated 1148 model 3 (finishes Fri 18:45 -- 471/h)
20240913-18:03:16 nb_generated 1235 model 0 (finishes Fri 18:32 -- 514/h)
20240913-18:03:25 nb_generated 1236 model 1 (finishes Fri 18:32 -- 514/h)
20240913-18:03:27 nb_generated 1150 model 9 (finishes Fri 18:45 -- 471/h)
20240913-18:03:37 nb_generated 1237 model 6 (finishes Fri 18:32 -- 514/h)
20240913-18:03:40 nb_generated 1151 model 0 (finishes Fri 18:46 -- 470/h)
20240913-18:03:50 nb_generated 1240 model 3 (finishes Fri 18:32 -- 514/h)
20240913-18:03:52 nb_generated 1153 model 5 (finishes Fri 18:46 -- 470/h)
20240913-18:04:04 nb_generated 1153 model 6 (finishes Fri 18:46 -- 469/h)
20240913-18:04:04 nb_generated 1240 model 0 (finishes Fri 18:32 -- 513/h)
20240913-18:04:12 nb_generated 1241 model 9 (finishes Fri 18:32 -- 513/h)
20240913-18:04:17 nb_generated 1154 model 3 (finishes Fri 18:46 -- 469/h)
20240913-18:04:24 nb_generated 1244 model 8 (finishes Fri 18:32 -- 513/h)
20240913-18:04:30 nb_generated 1157 model 0 (finishes Fri 18:46 -- 470/h)
20240913-18:04:31 nb_generated 1244 model 4 (finishes Fri 18:32 -- 512/h)
20240913-18:04:39 nb_generated 1158 model 1 (finishes Fri 18:46 -- 469/h)
20240913-18:04:41 nb_generated 1245 model 9 (finishes Fri 18:33 -- 512/h)
20240913-18:04:53 nb_generated 1245 model 1 (finishes Fri 18:33 -- 511/h)
20240913-18:04:53 nb_generated 1159 model 6 (finishes Fri 18:46 -- 468/h)
20240913-18:05:02 nb_generated 1161 model 9 (finishes Fri 18:46 -- 469/h)
20240913-18:05:09 nb_generated 1245 model 9 (finishes Fri 18:33 -- 510/h)
20240913-18:05:15 nb_generated 1161 model 5 (finishes Fri 18:46 -- 468/h)
20240913-18:05:23 nb_generated 1245 model 0 (finishes Fri 18:33 -- 509/h)
20240913-18:05:27 nb_generated 1162 model 1 (finishes Fri 18:47 -- 467/h)
20240913-18:05:31 nb_generated 1246 model 4 (finishes Fri 18:34 -- 509/h)
20240913-18:05:36 nb_generated 1163 model 4 (finishes Fri 18:47 -- 467/h)
20240913-18:05:38 nb_generated 1247 model 4 (finishes Fri 18:34 -- 509/h)
20240913-18:05:46 nb_generated 1165 model 2 (finishes Fri 18:47 -- 467/h)
20240913-18:05:49 nb_generated 1249 model 4 (finishes Fri 18:33 -- 509/h)
20240913-18:06:02 nb_generated 1249 model 2 (finishes Fri 18:34 -- 508/h)
20240913-18:06:03 nb_generated 1169 model 6 (finishes Fri 18:46 -- 468/h)
20240913-18:06:10 nb_generated 1172 model 2 (finishes Fri 18:46 -- 469/h)
20240913-18:06:20 nb_generated 1173 model 3 (finishes Fri 18:46 -- 468/h)
20240913-18:06:22 nb_generated 1249 model 5 (finishes Fri 18:34 -- 507/h)
20240913-18:06:30 nb_generated 1176 model 2 (finishes Fri 18:46 -- 468/h)
20240913-18:06:33 nb_generated 1250 model 5 (finishes Fri 18:34 -- 506/h)
20240913-18:06:40 nb_generated 1177 model 3 (finishes Fri 18:46 -- 468/h)
20240913-18:06:42 nb_generated 1251 model 9 (finishes Fri 18:34 -- 506/h)
20240913-18:06:50 nb_generated 1180 model 9 (finishes Fri 18:46 -- 469/h)
20240913-18:06:57 nb_generated 1254 model 3 (finishes Fri 18:34 -- 506/h)
20240913-18:06:58 nb_generated 1181 model 1 (finishes Fri 18:46 -- 469/h)
20240913-18:07:06 nb_generated 1256 model 2 (finishes Fri 18:34 -- 507/h)
20240913-18:07:10 nb_generated 1183 model 4 (finishes Fri 18:46 -- 469/h)
20240913-18:07:18 nb_generated 1183 model 1 (finishes Fri 18:46 -- 468/h)
20240913-18:07:20 nb_generated 1258 model 3 (finishes Fri 18:34 -- 506/h)
20240913-18:07:31 nb_generated 1185 model 5 (finishes Fri 18:46 -- 468/h)
20240913-18:07:32 nb_generated 1261 model 9 (finishes Fri 18:34 -- 507/h)
20240913-18:07:39 nb_generated 1186 model 1 (finishes Fri 18:46 -- 468/h)
20240913-18:07:46 nb_generated 1187 model 7 (finishes Fri 18:46 -- 468/h)
20240913-18:07:48 nb_generated 1261 model 8 (finishes Fri 18:34 -- 505/h)
20240913-18:08:02 nb_generated 1189 model 3 (finishes Fri 18:47 -- 467/h)
20240913-18:08:03 nb_generated 1262 model 4 (finishes Fri 18:35 -- 505/h)
20240913-18:08:15 nb_generated 1189 model 3 (finishes Fri 18:47 -- 467/h)
20240913-18:08:19 nb_generated 1264 model 9 (finishes Fri 18:35 -- 505/h)
20240913-18:08:26 nb_generated 1192 model 3 (finishes Fri 18:47 -- 467/h)
20240913-18:08:28 nb_generated 1264 model 1 (finishes Fri 18:35 -- 504/h)
20240913-18:08:35 nb_generated 1196 model 5 (finishes Fri 18:47 -- 467/h)
20240913-18:08:44 nb_generated 1196 model 6 (finishes Fri 18:47 -- 466/h)
20240913-18:08:44 nb_generated 1267 model 0 (finishes Fri 18:35 -- 504/h)
20240913-18:08:54 nb_generated 1269 model 9 (finishes Fri 18:35 -- 504/h)
20240913-18:08:57 nb_generated 1200 model 4 (finishes Fri 18:47 -- 467/h)
20240913-18:09:02 nb_generated 1271 model 7 (finishes Fri 18:35 -- 505/h)
20240913-18:09:10 nb_generated 1271 model 8 (finishes Fri 18:35 -- 504/h)
20240913-18:09:12 nb_generated 1203 model 0 (finishes Fri 18:47 -- 467/h)
20240913-18:09:18 nb_generated 1273 model 9 (finishes Fri 18:35 -- 505/h)
20240913-18:09:23 nb_generated 1205 model 5 (finishes Fri 18:47 -- 467/h)
20240913-18:09:30 nb_generated 1274 model 6 (finishes Fri 18:35 -- 504/h)
20240913-18:09:32 nb_generated 1206 model 1 (finishes Fri 18:47 -- 467/h)
20240913-18:09:43 nb_generated 1206 model 6 (finishes Fri 18:47 -- 466/h)
20240913-18:09:48 nb_generated 1275 model 6 (finishes Fri 18:35 -- 504/h)
20240913-18:09:53 nb_generated 1206 model 4 (finishes Fri 18:47 -- 466/h)
20240913-18:09:58 nb_generated 1277 model 3 (finishes Fri 18:35 -- 503/h)
20240913-18:10:02 nb_generated 1206 model 7 (finishes Fri 18:47 -- 465/h)
20240913-18:10:07 nb_generated 1282 model 5 (finishes Fri 18:35 -- 505/h)
20240913-18:10:09 nb_generated 1210 model 4 (finishes Fri 18:47 -- 466/h)
20240913-18:10:19 nb_generated 1210 model 8 (finishes Fri 18:47 -- 465/h)
20240913-18:10:27 nb_generated 1212 model 3 (finishes Fri 18:47 -- 466/h)
20240913-18:10:27 nb_generated 1282 model 6 (finishes Fri 18:35 -- 504/h)
20240913-18:10:38 nb_generated 1215 model 8 (finishes Fri 18:47 -- 466/h)
20240913-18:10:41 nb_generated 1285 model 0 (finishes Fri 18:35 -- 504/h)
20240913-18:10:47 nb_generated 1285 model 7 (finishes Fri 18:35 -- 504/h)
20240913-18:10:48 nb_generated 1216 model 7 (finishes Fri 18:47 -- 466/h)
20240913-18:10:59 nb_generated 1286 model 2 (finishes Fri 18:35 -- 504/h)
20240913-18:10:59 nb_generated 1217 model 2 (finishes Fri 18:47 -- 465/h)
20240913-18:11:08 nb_generated 1288 model 0 (finishes Fri 18:35 -- 504/h)
20240913-18:11:13 nb_generated 1219 model 9 (finishes Fri 18:47 -- 465/h)
20240913-18:11:21 nb_generated 1291 model 3 (finishes Fri 18:35 -- 505/h)
20240913-18:11:23 nb_generated 1222 model 3 (finishes Fri 18:47 -- 466/h)
20240913-18:11:29 nb_generated 1223 model 4 (finishes Fri 18:47 -- 466/h)
20240913-18:11:34 nb_generated 1292 model 5 (finishes Fri 18:35 -- 504/h)
20240913-18:11:37 nb_generated 1225 model 8 (finishes Fri 18:47 -- 466/h)
20240913-18:11:43 nb_generated 1294 model 8 (finishes Fri 18:35 -- 504/h)
20240913-18:11:55 nb_generated 1296 model 2 (finishes Fri 18:35 -- 504/h)
20240913-18:11:56 nb_generated 1226 model 6 (finishes Fri 18:47 -- 465/h)
20240913-18:12:04 nb_generated 1227 model 4 (finishes Fri 18:48 -- 464/h)
20240913-18:12:09 nb_generated 1298 model 3 (finishes Fri 18:35 -- 504/h)
20240913-18:12:09 nb_generated 1228 model 7 (finishes Fri 18:48 -- 464/h)
20240913-18:12:16 nb_generated 1232 model 4 (finishes Fri 18:47 -- 466/h)
20240913-18:12:22 nb_generated 1299 model 5 (finishes Fri 18:35 -- 503/h)
20240913-18:12:30 nb_generated 1233 model 5 (finishes Fri 18:47 -- 466/h)
20240913-18:12:33 nb_generated 1301 model 3 (finishes Fri 18:35 -- 503/h)
20240913-18:12:43 nb_generated 1304 model 0 (finishes Fri 18:35 -- 504/h)
20240913-18:12:45 nb_generated 1233 model 3 (finishes Fri 18:47 -- 465/h)
20240913-18:12:51 nb_generated 1309 model 4 (finishes Fri 18:34 -- 506/h)
20240913-18:12:55 nb_generated 1236 model 1 (finishes Fri 18:47 -- 465/h)
20240913-18:13:03 nb_generated 1238 model 5 (finishes Fri 18:47 -- 465/h)
20240913-18:13:07 nb_generated 1309 model 3 (finishes Fri 18:35 -- 505/h)
20240913-18:13:11 nb_generated 1239 model 1 (finishes Fri 18:47 -- 465/h)
20240913-18:13:16 nb_generated 1312 model 8 (finishes Fri 18:35 -- 505/h)
20240913-18:13:17 nb_generated 1239 model 2 (finishes Fri 18:47 -- 465/h)
20240913-18:13:27 nb_generated 1316 model 5 (finishes Fri 18:34 -- 506/h)
20240913-18:13:30 nb_generated 1240 model 3 (finishes Fri 18:47 -- 465/h)
20240913-18:13:37 nb_generated 1318 model 9 (finishes Fri 18:34 -- 506/h)
20240913-18:13:43 nb_generated 1242 model 0 (finishes Fri 18:47 -- 465/h)
20240913-18:13:49 nb_generated 1318 model 3 (finishes Fri 18:35 -- 505/h)
20240913-18:13:51 nb_generated 1242 model 1 (finishes Fri 18:48 -- 464/h)
20240913-18:14:02 nb_generated 1319 model 8 (finishes Fri 18:35 -- 504/h)
20240913-18:14:03 nb_generated 1246 model 0 (finishes Fri 18:48 -- 464/h)
20240913-18:14:11 nb_generated 1247 model 1 (finishes Fri 18:48 -- 464/h)
20240913-18:14:12 nb_generated 1323 model 1 (finishes Fri 18:34 -- 505/h)
20240913-18:14:20 nb_generated 1254 model 1 (finishes Fri 18:47 -- 466/h)
20240913-18:14:25 nb_generated 1326 model 0 (finishes Fri 18:34 -- 506/h)
20240913-18:14:31 nb_generated 1327 model 7 (finishes Fri 18:34 -- 506/h)
20240913-18:14:33 nb_generated 1258 model 1 (finishes Fri 18:47 -- 467/h)
20240913-18:14:40 nb_generated 1259 model 7 (finishes Fri 18:47 -- 467/h)
20240913-18:14:41 nb_generated 1329 model 9 (finishes Fri 18:34 -- 505/h)
20240913-18:14:47 nb_generated 1259 model 7 (finishes Fri 18:47 -- 466/h)
20240913-18:14:48 nb_generated 1330 model 4 (finishes Fri 18:35 -- 505/h)
20240913-18:15:02 nb_generated 1331 model 9 (finishes Fri 18:35 -- 504/h)
20240913-18:15:03 nb_generated 1260 model 3 (finishes Fri 18:47 -- 466/h)
20240913-18:15:10 nb_generated 1332 model 7 (finishes Fri 18:35 -- 504/h)
20240913-18:15:16 nb_generated 1260 model 2 (finishes Fri 18:47 -- 465/h)
20240913-18:15:20 nb_generated 1333 model 4 (finishes Fri 18:35 -- 503/h)
20240913-18:15:30 nb_generated 1260 model 6 (finishes Fri 18:48 -- 464/h)
20240913-18:15:36 nb_generated 1336 model 5 (finishes Fri 18:35 -- 503/h)
20240913-18:15:39 nb_generated 1261 model 5 (finishes Fri 18:48 -- 464/h)
20240913-18:15:50 nb_generated 1264 model 5 (finishes Fri 18:48 -- 464/h)
20240913-18:15:51 nb_generated 1338 model 5 (finishes Fri 18:35 -- 503/h)
20240913-18:15:56 nb_generated 1265 model 8 (finishes Fri 18:48 -- 464/h)
20240913-18:16:00 nb_generated 1341 model 2 (finishes Fri 18:35 -- 504/h)
20240913-18:16:03 nb_generated 1267 model 7 (finishes Fri 18:47 -- 465/h)
20240913-18:16:10 nb_generated 1343 model 3 (finishes Fri 18:35 -- 503/h)
20240913-18:16:15 nb_generated 1269 model 4 (finishes Fri 18:47 -- 465/h)
20240913-18:16:18 nb_generated 1345 model 5 (finishes Fri 18:35 -- 504/h)
20240913-18:16:26 nb_generated 1345 model 9 (finishes Fri 18:35 -- 503/h)
20240913-18:16:30 nb_generated 1271 model 6 (finishes Fri 18:47 -- 465/h)
20240913-18:16:36 nb_generated 1347 model 2 (finishes Fri 18:35 -- 504/h)
20240913-18:16:46 nb_generated 1350 model 3 (finishes Fri 18:35 -- 504/h)
20240913-18:16:47 nb_generated 1271 model 6 (finishes Fri 18:48 -- 464/h)
20240913-18:16:56 nb_generated 1273 model 7 (finishes Fri 18:48 -- 464/h)
20240913-18:16:56 nb_generated 1352 model 0 (finishes Fri 18:35 -- 505/h)
20240913-18:17:06 nb_generated 1274 model 8 (finishes Fri 18:48 -- 464/h)
20240913-18:17:06 nb_generated 1353 model 3 (finishes Fri 18:35 -- 504/h)
20240913-18:17:15 nb_generated 1357 model 2 (finishes Fri 18:35 -- 505/h)
20240913-18:17:19 nb_generated 1276 model 0 (finishes Fri 18:48 -- 464/h)
20240913-18:17:21 nb_generated 1359 model 7 (finishes Fri 18:34 -- 506/h)
20240913-18:17:26 nb_generated 1279 model 5 (finishes Fri 18:48 -- 464/h)
20240913-18:17:31 nb_generated 1362 model 3 (finishes Fri 18:34 -- 506/h)
20240913-18:17:38 nb_generated 1364 model 7 (finishes Fri 18:34 -- 507/h)
20240913-18:17:40 nb_generated 1281 model 6 (finishes Fri 18:48 -- 465/h)
20240913-18:17:47 nb_generated 1366 model 3 (finishes Fri 18:34 -- 507/h)
20240913-18:17:50 nb_generated 1281 model 9 (finishes Fri 18:48 -- 464/h)
20240913-18:17:55 nb_generated 1371 model 1 (finishes Fri 18:34 -- 508/h)
20240913-18:17:58 nb_generated 1288 model 2 (finishes Fri 18:47 -- 466/h)
20240913-18:18:04 nb_generated 1289 model 4 (finishes Fri 18:47 -- 466/h)
20240913-18:18:06 nb_generated 1373 model 0 (finishes Fri 18:34 -- 508/h)
20240913-18:18:14 nb_generated 1374 model 5 (finishes Fri 18:34 -- 508/h)
20240913-18:18:14 nb_generated 1289 model 3 (finishes Fri 18:47 -- 466/h)
20240913-18:18:22 nb_generated 1378 model 1 (finishes Fri 18:34 -- 509/h)
20240913-18:18:23 nb_generated 1289 model 9 (finishes Fri 18:47 -- 465/h)
20240913-18:18:34 nb_generated 1380 model 8 (finishes Fri 18:34 -- 509/h)
20240913-18:18:37 nb_generated 1294 model 9 (finishes Fri 18:47 -- 467/h)
20240913-18:18:44 nb_generated 1296 model 1 (finishes Fri 18:47 -- 467/h)
20240913-18:18:45 nb_generated 1381 model 3 (finishes Fri 18:34 -- 508/h)
20240913-18:18:55 nb_generated 1296 model 8 (finishes Fri 18:47 -- 467/h)
20240913-18:18:57 nb_generated 1383 model 0 (finishes Fri 18:34 -- 508/h)
20240913-18:19:04 nb_generated 1298 model 1 (finishes Fri 18:47 -- 466/h)
20240913-18:19:12 nb_generated 1385 model 6 (finishes Fri 18:34 -- 508/h)
20240913-18:19:16 nb_generated 1302 model 2 (finishes Fri 18:47 -- 467/h)
20240913-18:19:23 nb_generated 1385 model 9 (finishes Fri 18:34 -- 507/h)
20240913-18:19:25 nb_generated 1303 model 1 (finishes Fri 18:47 -- 466/h)
20240913-18:19:31 nb_generated 1387 model 4 (finishes Fri 18:34 -- 508/h)
20240913-18:19:34 nb_generated 1305 model 0 (finishes Fri 18:47 -- 466/h)
20240913-18:19:37 nb_generated 1390 model 4 (finishes Fri 18:34 -- 509/h)
20240913-18:19:47 nb_generated 1305 model 2 (finishes Fri 18:47 -- 466/h)
20240913-18:19:49 nb_generated 1392 model 4 (finishes Fri 18:33 -- 509/h)
20240913-18:19:54 nb_generated 1306 model 7 (finishes Fri 18:47 -- 466/h)
20240913-18:20:02 nb_generated 1308 model 5 (finishes Fri 18:47 -- 466/h)
20240913-18:20:04 nb_generated 1397 model 0 (finishes Fri 18:33 -- 510/h)
20240913-18:20:11 nb_generated 1312 model 2 (finishes Fri 18:46 -- 468/h)
20240913-18:20:11 nb_generated 1398 model 2 (finishes Fri 18:33 -- 510/h)
20240913-18:20:20 nb_generated 1314 model 8 (finishes Fri 18:47 -- 467/h)
20240913-18:20:24 nb_generated 1399 model 0 (finishes Fri 18:33 -- 509/h)
20240913-18:20:30 nb_generated 1402 model 3 (finishes Fri 18:33 -- 510/h)
20240913-18:20:35 nb_generated 1315 model 6 (finishes Fri 18:47 -- 467/h)
20240913-18:20:39 nb_generated 1404 model 9 (finishes Fri 18:33 -- 510/h)
20240913-18:20:45 nb_generated 1316 model 7 (finishes Fri 18:47 -- 466/h)
20240913-18:20:48 nb_generated 1405 model 7 (finishes Fri 18:33 -- 510/h)
20240913-18:20:54 nb_generated 1319 model 5 (finishes Fri 18:47 -- 467/h)
20240913-18:20:56 nb_generated 1409 model 2 (finishes Fri 18:33 -- 511/h)
20240913-18:21:01 nb_generated 1319 model 7 (finishes Fri 18:47 -- 467/h)
20240913-18:21:07 nb_generated 1321 model 9 (finishes Fri 18:47 -- 467/h)
20240913-18:21:08 nb_generated 1413 model 2 (finishes Fri 18:33 -- 512/h)
20240913-18:21:18 nb_generated 1416 model 1 (finishes Fri 18:32 -- 513/h)
20240913-18:21:20 nb_generated 1323 model 0 (finishes Fri 18:46 -- 468/h)
20240913-18:21:30 nb_generated 1418 model 6 (finishes Fri 18:32 -- 513/h)
20240913-18:21:33 nb_generated 1325 model 8 (finishes Fri 18:46 -- 468/h)
20240913-18:21:44 nb_generated 1421 model 1 (finishes Fri 18:32 -- 513/h)
20240913-18:21:54 nb_generated 1329 model 6 (finishes Fri 18:46 -- 468/h)
20240913-18:21:57 nb_generated 1423 model 9 (finishes Fri 18:32 -- 512/h)
20240913-18:22:02 nb_generated 1334 model 7 (finishes Fri 18:46 -- 470/h)
20240913-18:22:06 nb_generated 1425 model 8 (finishes Fri 18:32 -- 513/h)
20240913-18:22:11 nb_generated 1337 model 7 (finishes Fri 18:45 -- 471/h)
20240913-18:22:15 nb_generated 1428 model 2 (finishes Fri 18:32 -- 513/h)
20240913-18:22:21 nb_generated 1339 model 9 (finishes Fri 18:45 -- 471/h)
20240913-18:22:23 nb_generated 1428 model 4 (finishes Fri 18:32 -- 513/h)
20240913-18:22:32 nb_generated 1343 model 8 (finishes Fri 18:45 -- 472/h)
20240913-18:22:39 nb_generated 1428 model 0 (finishes Fri 18:33 -- 512/h)
20240913-18:22:41 nb_generated 1346 model 5 (finishes Fri 18:45 -- 473/h)
20240913-18:22:49 nb_generated 1429 model 0 (finishes Fri 18:33 -- 511/h)
20240913-18:22:55 nb_generated 1349 model 6 (finishes Fri 18:45 -- 473/h)
20240913-18:22:57 nb_generated 1431 model 7 (finishes Fri 18:33 -- 512/h)
20240913-18:23:07 nb_generated 1352 model 5 (finishes Fri 18:45 -- 473/h)
20240913-18:23:09 nb_generated 1433 model 3 (finishes Fri 18:33 -- 511/h)
20240913-18:23:21 nb_generated 1436 model 2 (finishes Fri 18:33 -- 512/h)
20240913-18:23:21 nb_generated 1353 model 3 (finishes Fri 18:45 -- 473/h)
20240913-18:23:30 nb_generated 1354 model 6 (finishes Fri 18:45 -- 473/h)
20240913-18:23:31 nb_generated 1438 model 5 (finishes Fri 18:33 -- 512/h)
20240913-18:23:41 nb_generated 1356 model 1 (finishes Fri 18:45 -- 473/h)
20240913-18:23:46 nb_generated 1439 model 8 (finishes Fri 18:33 -- 512/h)
20240913-18:23:48 nb_generated 1357 model 5 (finishes Fri 18:45 -- 473/h)
20240913-18:23:58 nb_generated 1440 model 9 (finishes Fri 18:33 -- 511/h)
20240913-18:24:01 nb_generated 1357 model 3 (finishes Fri 18:45 -- 472/h)
20240913-18:24:04 nb_generated 1443 model 7 (finishes Fri 18:33 -- 512/h)
20240913-18:24:12 nb_generated 1357 model 6 (finishes Fri 18:45 -- 472/h)
20240913-18:24:17 nb_generated 1447 model 3 (finishes Fri 18:32 -- 512/h)
20240913-18:24:20 nb_generated 1360 model 1 (finishes Fri 18:45 -- 473/h)
20240913-18:24:30 nb_generated 1447 model 1 (finishes Fri 18:33 -- 512/h)
20240913-18:24:38 nb_generated 1448 model 4 (finishes Fri 18:33 -- 512/h)
20240913-18:24:40 nb_generated 1361 model 6 (finishes Fri 18:45 -- 472/h)
20240913-18:24:49 nb_generated 1452 model 1 (finishes Fri 18:33 -- 512/h)
20240913-18:24:59 nb_generated 1457 model 8 (finishes Fri 18:32 -- 513/h)
20240913-18:25:01 nb_generated 1361 model 6 (finishes Fri 18:45 -- 471/h)
20240913-18:25:11 nb_generated 1459 model 6 (finishes Fri 18:32 -- 513/h)
20240913-18:25:11 nb_generated 1362 model 8 (finishes Fri 18:46 -- 470/h)
20240913-18:25:20 nb_generated 1460 model 7 (finishes Fri 18:32 -- 512/h)
20240913-18:25:20 nb_generated 1364 model 0 (finishes Fri 18:45 -- 470/h)
20240913-18:25:29 nb_generated 1365 model 8 (finishes Fri 18:46 -- 470/h)
20240913-18:25:32 nb_generated 1461 model 7 (finishes Fri 18:33 -- 512/h)
20240913-18:25:43 nb_generated 1368 model 5 (finishes Fri 18:45 -- 471/h)
20240913-18:25:49 nb_generated 1463 model 5 (finishes Fri 18:33 -- 512/h)
20240913-18:25:54 nb_generated 1371 model 0 (finishes Fri 18:45 -- 471/h)
20240913-18:25:57 nb_generated 1463 model 7 (finishes Fri 18:33 -- 511/h)
20240913-18:26:03 nb_generated 1373 model 8 (finishes Fri 18:45 -- 471/h)
20240913-18:26:07 nb_generated 1465 model 1 (finishes Fri 18:33 -- 511/h)
20240913-18:26:13 nb_generated 1373 model 2 (finishes Fri 18:45 -- 471/h)
20240913-18:26:17 nb_generated 1465 model 5 (finishes Fri 18:33 -- 511/h)
20240913-18:26:21 nb_generated 1376 model 5 (finishes Fri 18:45 -- 472/h)
20240913-18:26:29 nb_generated 1466 model 3 (finishes Fri 18:33 -- 510/h)
20240913-18:26:30 nb_generated 1379 model 0 (finishes Fri 18:45 -- 472/h)
20240913-18:26:40 nb_generated 1382 model 0 (finishes Fri 18:45 -- 473/h)
20240913-18:26:41 nb_generated 1469 model 0 (finishes Fri 18:33 -- 511/h)
20240913-18:26:49 nb_generated 1469 model 2 (finishes Fri 18:33 -- 510/h)
20240913-18:26:50 nb_generated 1386 model 7 (finishes Fri 18:44 -- 474/h)
20240913-18:27:03 nb_generated 1469 model 6 (finishes Fri 18:33 -- 510/h)
20240913-18:27:06 nb_generated 1391 model 8 (finishes Fri 18:44 -- 474/h)
20240913-18:27:15 nb_generated 1471 model 6 (finishes Fri 18:33 -- 509/h)
20240913-18:27:18 nb_generated 1393 model 0 (finishes Fri 18:44 -- 475/h)
20240913-18:27:26 nb_generated 1474 model 8 (finishes Fri 18:33 -- 509/h)
20240913-18:27:29 nb_generated 1394 model 6 (finishes Fri 18:44 -- 474/h)
20240913-18:27:35 nb_generated 1476 model 9 (finishes Fri 18:33 -- 509/h)
20240913-18:27:36 nb_generated 1397 model 4 (finishes Fri 18:44 -- 475/h)
20240913-18:27:48 nb_generated 1476 model 5 (finishes Fri 18:34 -- 509/h)
20240913-18:27:49 nb_generated 1398 model 9 (finishes Fri 18:44 -- 475/h)
20240913-18:27:58 nb_generated 1479 model 5 (finishes Fri 18:33 -- 509/h)
20240913-18:28:01 nb_generated 1400 model 3 (finishes Fri 18:44 -- 475/h)
20240913-18:28:08 nb_generated 1481 model 0 (finishes Fri 18:33 -- 510/h)
20240913-18:28:15 nb_generated 1402 model 1 (finishes Fri 18:44 -- 475/h)
20240913-18:28:16 nb_generated 1482 model 0 (finishes Fri 18:33 -- 509/h)
20240913-18:28:24 nb_generated 1482 model 4 (finishes Fri 18:33 -- 509/h)
20240913-18:28:31 nb_generated 1403 model 6 (finishes Fri 18:44 -- 475/h)
20240913-18:28:32 nb_generated 1483 model 9 (finishes Fri 18:34 -- 508/h)
20240913-18:28:38 nb_generated 1484 model 4 (finishes Fri 18:34 -- 509/h)
20240913-18:28:44 nb_generated 1407 model 1 (finishes Fri 18:44 -- 476/h)
20240913-18:28:47 nb_generated 1487 model 1 (finishes Fri 18:33 -- 509/h)
20240913-18:28:51 nb_generated 1409 model 7 (finishes Fri 18:44 -- 476/h)
20240913-18:28:58 nb_generated 1487 model 1 (finishes Fri 18:34 -- 508/h)
20240913-18:29:03 nb_generated 1410 model 2 (finishes Fri 18:44 -- 476/h)
20240913-18:29:09 nb_generated 1490 model 1 (finishes Fri 18:34 -- 508/h)
20240913-18:29:12 nb_generated 1412 model 5 (finishes Fri 18:44 -- 476/h)
20240913-18:29:17 nb_generated 1493 model 1 (finishes Fri 18:34 -- 509/h)
20240913-18:29:27 nb_generated 1494 model 5 (finishes Fri 18:34 -- 509/h)
20240913-18:29:29 nb_generated 1415 model 6 (finishes Fri 18:44 -- 476/h)
20240913-18:29:35 nb_generated 1496 model 2 (finishes Fri 18:33 -- 509/h)
20240913-18:29:41 nb_generated 1415 model 1 (finishes Fri 18:44 -- 475/h)
20240913-18:29:49 nb_generated 1497 model 9 (finishes Fri 18:34 -- 509/h)
20240913-18:29:50 nb_generated 1416 model 4 (finishes Fri 18:44 -- 475/h)
20240913-18:29:55 nb_generated 1502 model 9 (finishes Fri 18:33 -- 509/h)
20240913-18:29:58 nb_generated 1419 model 7 (finishes Fri 18:44 -- 476/h)
20240913-18:30:04 nb_generated 1507 model 2 (finishes Fri 18:33 -- 510/h)
20240913-18:30:10 nb_generated 1420 model 6 (finishes Fri 18:44 -- 476/h)
20240913-18:30:12 nb_generated 1509 model 9 (finishes Fri 18:33 -- 510/h)
20240913-18:30:19 nb_generated 1424 model 4 (finishes Fri 18:44 -- 476/h)
20240913-18:30:28 nb_generated 1511 model 0 (finishes Fri 18:33 -- 510/h)
20240913-18:30:37 nb_generated 1512 model 7 (finishes Fri 18:33 -- 509/h)
20240913-18:30:38 nb_generated 1424 model 9 (finishes Fri 18:44 -- 475/h)
20240913-18:30:46 nb_generated 1426 model 4 (finishes Fri 18:44 -- 475/h)
20240913-18:30:48 nb_generated 1512 model 6 (finishes Fri 18:33 -- 509/h)
20240913-18:30:55 nb_generated 1430 model 4 (finishes Fri 18:44 -- 476/h)
20240913-18:30:57 nb_generated 1515 model 7 (finishes Fri 18:34 -- 509/h)
20240913-18:31:04 nb_generated 1431 model 1 (finishes Fri 18:44 -- 476/h)
20240913-18:31:05 nb_generated 1520 model 5 (finishes Fri 18:33 -- 509/h)
20240913-18:31:12 nb_generated 1432 model 4 (finishes Fri 18:44 -- 476/h)
20240913-18:31:13 nb_generated 1523 model 1 (finishes Fri 18:33 -- 510/h)
20240913-18:31:26 nb_generated 1524 model 0 (finishes Fri 18:33 -- 509/h)
20240913-18:31:29 nb_generated 1434 model 6 (finishes Fri 18:44 -- 476/h)
20240913-18:31:35 nb_generated 1527 model 4 (finishes Fri 18:34 -- 509/h)
20240913-18:31:38 nb_generated 1437 model 7 (finishes Fri 18:43 -- 476/h)
20240913-18:31:47 nb_generated 1440 model 4 (finishes Fri 18:43 -- 477/h)
20240913-18:31:48 nb_generated 1529 model 0 (finishes Fri 18:34 -- 509/h)
20240913-18:31:56 nb_generated 1441 model 4 (finishes Fri 18:43 -- 477/h)
20240913-18:32:03 nb_generated 1446 model 7 (finishes Fri 18:43 -- 478/h)
20240913-18:32:05 nb_generated 1530 model 9 (finishes Fri 18:34 -- 508/h)
20240913-18:32:16 nb_generated 1448 model 9 (finishes Fri 18:43 -- 478/h)
20240913-18:32:16 nb_generated 1532 model 9 (finishes Fri 18:34 -- 508/h)
20240913-18:32:30 nb_generated 1449 model 6 (finishes Fri 18:43 -- 478/h)
20240913-18:32:31 nb_generated 1532 model 6 (finishes Fri 18:34 -- 507/h)
20240913-18:32:40 nb_generated 1534 model 7 (finishes Fri 18:34 -- 507/h)
20240913-18:32:46 nb_generated 1449 model 9 (finishes Fri 18:43 -- 477/h)
20240913-18:32:49 nb_generated 1537 model 2 (finishes Fri 18:34 -- 507/h)
20240913-18:32:54 nb_generated 1450 model 4 (finishes Fri 18:43 -- 477/h)
20240913-18:33:00 nb_generated 1539 model 1 (finishes Fri 18:34 -- 508/h)
20240913-18:33:02 nb_generated 1451 model 1 (finishes Fri 18:43 -- 477/h)
20240913-18:33:07 nb_generated 1539 model 2 (finishes Fri 18:34 -- 507/h)
20240913-18:33:17 nb_generated 1453 model 3 (finishes Fri 18:43 -- 476/h)
20240913-18:33:19 nb_generated 1541 model 0 (finishes Fri 18:34 -- 507/h)
20240913-18:33:26 nb_generated 1455 model 2 (finishes Fri 18:44 -- 476/h)
20240913-18:33:33 nb_generated 1542 model 8 (finishes Fri 18:34 -- 507/h)
20240913-18:33:35 nb_generated 1456 model 3 (finishes Fri 18:44 -- 476/h)
20240913-18:33:43 nb_generated 1456 model 7 (finishes Fri 18:44 -- 476/h)
20240913-18:33:46 nb_generated 1545 model 0 (finishes Fri 18:34 -- 508/h)
20240913-18:33:51 nb_generated 1457 model 4 (finishes Fri 18:44 -- 476/h)
20240913-18:33:54 nb_generated 1548 model 1 (finishes Fri 18:34 -- 508/h)
20240913-18:34:05 nb_generated 1548 model 8 (finishes Fri 18:34 -- 508/h)
20240913-18:34:07 nb_generated 1457 model 6 (finishes Fri 18:44 -- 475/h)
20240913-18:34:16 nb_generated 1548 model 2 (finishes Fri 18:34 -- 507/h)
20240913-18:34:23 nb_generated 1463 model 9 (finishes Fri 18:44 -- 476/h)
20240913-18:34:31 nb_generated 1465 model 9 (finishes Fri 18:44 -- 476/h)
20240913-18:34:33 nb_generated 1552 model 3 (finishes Fri 18:34 -- 506/h)
20240913-18:34:44 nb_generated 1467 model 6 (finishes Fri 18:44 -- 476/h)
20240913-18:34:44 nb_generated 1555 model 7 (finishes now! -- 507/h)
20240913-18:34:44 generate_c_quizz_speed 506/h
20240913-18:34:53 nb_generated 1469 model 7 (finishes Fri 18:44 -- 476/h)
20240913-18:35:00 nb_generated 1473 model 7 (finishes Fri 18:43 -- 477/h)
20240913-18:35:10 nb_generated 1473 model 1 (finishes Fri 18:43 -- 476/h)
20240913-18:35:19 nb_generated 1474 model 0 (finishes Fri 18:44 -- 476/h)
20240913-18:35:27 nb_generated 1478 model 1 (finishes Fri 18:43 -- 477/h)
20240913-18:35:35 nb_generated 1481 model 2 (finishes Fri 18:43 -- 478/h)
20240913-18:35:46 nb_generated 1481 model 1 (finishes Fri 18:43 -- 477/h)
20240913-18:35:59 nb_generated 1484 model 9 (finishes Fri 18:43 -- 478/h)
20240913-18:36:07 nb_generated 1485 model 3 (finishes Fri 18:43 -- 478/h)
20240913-18:36:15 nb_generated 1490 model 0 (finishes Fri 18:43 -- 479/h)
20240913-18:36:32 nb_generated 1490 model 6 (finishes Fri 18:43 -- 478/h)
20240913-18:36:41 nb_generated 1490 model 9 (finishes Fri 18:43 -- 478/h)
20240913-18:36:50 nb_generated 1491 model 4 (finishes Fri 18:43 -- 478/h)
20240913-18:36:57 nb_generated 1495 model 5 (finishes Fri 18:43 -- 479/h)
20240913-18:37:12 nb_generated 1498 model 0 (finishes Fri 18:43 -- 479/h)
20240913-18:37:21 nb_generated 1500 model 4 (finishes Fri 18:43 -- 479/h)
20240913-18:37:30 nb_generated 1501 model 6 (finishes Fri 18:43 -- 479/h)
20240913-18:37:46 nb_generated 1503 model 0 (finishes Fri 18:43 -- 478/h)
20240913-18:37:54 nb_generated 1503 model 1 (finishes Fri 18:43 -- 477/h)
20240913-18:38:02 nb_generated 1505 model 3 (finishes Fri 18:43 -- 478/h)
20240913-18:38:19 nb_generated 1510 model 9 (finishes Fri 18:43 -- 478/h)
20240913-18:38:28 nb_generated 1511 model 7 (finishes Fri 18:43 -- 478/h)
20240913-18:38:43 nb_generated 1512 model 0 (finishes Fri 18:43 -- 478/h)
20240913-18:38:54 nb_generated 1514 model 8 (finishes Fri 18:43 -- 478/h)
20240913-18:39:06 nb_generated 1514 model 9 (finishes Fri 18:43 -- 478/h)
20240913-18:39:13 nb_generated 1516 model 4 (finishes Fri 18:43 -- 478/h)
20240913-18:39:23 nb_generated 1521 model 1 (finishes Fri 18:43 -- 478/h)
20240913-18:39:34 nb_generated 1522 model 4 (finishes Fri 18:43 -- 478/h)
20240913-18:39:42 nb_generated 1526 model 1 (finishes Fri 18:43 -- 479/h)
20240913-18:39:54 nb_generated 1528 model 2 (finishes Fri 18:43 -- 479/h)
20240913-18:40:05 nb_generated 1529 model 8 (finishes Fri 18:43 -- 478/h)
20240913-18:40:16 nb_generated 1529 model 8 (finishes Fri 18:43 -- 478/h)
20240913-18:40:32 nb_generated 1530 model 3 (finishes Fri 18:43 -- 477/h)
20240913-18:40:39 nb_generated 1531 model 8 (finishes Fri 18:43 -- 477/h)
20240913-18:40:49 nb_generated 1534 model 7 (finishes Fri 18:43 -- 478/h)
20240913-18:41:00 nb_generated 1536 model 8 (finishes Fri 18:43 -- 478/h)
20240913-18:41:14 nb_generated 1537 model 6 (finishes Fri 18:43 -- 477/h)
20240913-18:41:23 nb_generated 1537 model 4 (finishes Fri 18:43 -- 477/h)
20240913-18:41:30 nb_generated 1538 model 7 (finishes Fri 18:43 -- 477/h)
20240913-18:41:37 nb_generated 1540 model 7 (finishes Fri 18:43 -- 477/h)
20240913-18:41:50 nb_generated 1541 model 6 (finishes Fri 18:43 -- 477/h)
20240913-18:42:02 nb_generated 1543 model 1 (finishes Fri 18:43 -- 477/h)
20240913-18:42:13 nb_generated 1545 model 3 (finishes Fri 18:43 -- 477/h)
20240913-18:42:29 nb_generated 1549 model 0 (finishes Fri 18:43 -- 478/h)
20240913-18:42:41 nb_generated 1551 model 8 (finishes Fri 18:43 -- 477/h)
20240913-18:42:49 nb_generated 1551 model 2 (finishes Fri 18:43 -- 477/h)
20240913-18:43:04 nb_generated 1554 model 3 (finishes Fri 18:43 -- 477/h)
20240913-18:43:16 nb_generated 1554 model 1 (finishes Fri 18:44 -- 476/h)
20240913-18:43:27 nb_generated 1556 model 8 (finishes Fri 18:44 -- 476/h)
20240913-18:43:37 nb_generated 1557 model 9 (finishes Fri 18:44 -- 476/h)
20240913-18:43:46 nb_generated 1558 model 8 (finishes Fri 18:44 -- 476/h)
20240913-18:43:53 nb_generated 1559 model 7 (finishes Fri 18:44 -- 476/h)
20240913-18:44:04 nb_generated 1561 model 9 (finishes Fri 18:44 -- 476/h)
20240913-18:44:18 nb_generated 1561 model 3 (finishes Fri 18:44 -- 475/h)
20240913-18:44:34 nb_generated 1561 model 9 (finishes Fri 18:44 -- 474/h)
20240913-18:44:44 nb_generated 1563 model 3 (finishes now! -- 475/h)
20240913-18:44:44 generate_c_quizz_speed 474/h
20240913-18:45:03 wrote culture_c_quiz_1238.png
20240913-18:47:24 wrote culture_c_quiz_1238_solvable.png
20240913-18:47:24 generated_c_quizzes c_quizzes.size()=torch.Size([3118, 404])
20240913-18:47:24 nb_c_quizzes 3118
20240913-18:47:24 training model 0 (accuracy 0)
20240913-18:47:24 training model 1 (accuracy 0)
20240913-18:49:27 train_loss 1238 model 0 0.010698738147661062
20240913-18:49:27 train_loss 1238 model 1 0.011737157957853014
20240913-18:49:29 test_loss 1238 model 0 0.008728326697885081
20240913-18:49:29 test_loss 1238 model 1 0.013189168980699151
20240913-18:50:06 test_accuracy 1238 model 0 nb_correct 756 / 788 (95.94%)
20240913-18:50:10 test_accuracy 1238 model 1 nb_correct 731 / 784 (93.24%)
20240913-18:50:11 wrote ae_000.pth
20240913-18:50:11 wrote ae_001.pth
20240913-18:50:12 wrote ae_002.pth
20240913-18:50:13 wrote ae_003.pth
20240913-18:50:14 wrote ae_004.pth
20240913-18:50:14 wrote ae_005.pth
20240913-18:50:15 wrote ae_006.pth
20240913-18:50:16 wrote ae_007.pth
20240913-18:50:16 wrote ae_008.pth
20240913-18:50:17 wrote ae_009.pth
20240913-18:50:17 epoch_duration 2min53s next_finish 18:53:10
20240913-18:50:17 wrote state.pth
20240913-18:50:17 --- epoch 1239 ----------------------------------------
20240913-18:50:17 current_test_accuracies 0.9594 0.9324 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240913-18:50:17 time_train=165 time_c_quizzes=9480
20240913-18:50:17 nb_c_quizzes 3118
20240913-18:50:17 training model 2 (accuracy 0)
20240913-18:50:17 training model 3 (accuracy 0)
20240913-18:52:20 train_loss 1239 model 2 0.011493455699699553
20240913-18:52:20 train_loss 1239 model 3 0.011040101925864292
20240913-18:52:22 test_loss 1239 model 2 0.006006862548207437
20240913-18:52:22 test_loss 1239 model 3 0.007187863190808485
20240913-18:52:56 test_accuracy 1239 model 3 nb_correct 745 / 790 (94.30%)
20240913-18:52:56 test_accuracy 1239 model 2 nb_correct 757 / 777 (97.43%)
20240913-18:52:57 wrote ae_000.pth
20240913-18:52:57 wrote ae_001.pth
20240913-18:52:58 wrote ae_002.pth
20240913-18:52:59 wrote ae_003.pth
20240913-18:53:00 wrote ae_004.pth
20240913-18:53:00 wrote ae_005.pth
20240913-18:53:01 wrote ae_006.pth
20240913-18:53:02 wrote ae_007.pth
20240913-18:53:02 wrote ae_008.pth
20240913-18:53:03 wrote ae_009.pth
20240913-18:53:03 epoch_duration 2min45s next_finish 18:55:49
20240913-18:53:03 wrote state.pth
20240913-18:53:03 --- epoch 1240 ----------------------------------------
20240913-18:53:03 current_test_accuracies 0.9594 0.9324 0.9743 0.9430 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240913-18:53:03 time_train=323 time_c_quizzes=9480
20240913-18:53:03 nb_c_quizzes 3118
20240913-18:53:03 training model 4 (accuracy 0)
20240913-18:53:03 training model 5 (accuracy 0)
20240913-18:55:06 train_loss 1240 model 4 0.010684915962023298
20240913-18:55:07 train_loss 1240 model 5 0.011563643534183939
20240913-18:55:08 test_loss 1240 model 4 0.006300116312424109
20240913-18:55:08 test_loss 1240 model 5 0.006368092735547748
20240913-18:55:40 test_accuracy 1240 model 5 nb_correct 744 / 790 (94.18%)
20240913-18:55:40 test_accuracy 1240 model 4 nb_correct 753 / 787 (95.68%)
20240913-18:55:41 wrote ae_000.pth
20240913-18:55:42 wrote ae_001.pth
20240913-18:55:42 wrote ae_002.pth
20240913-18:55:43 wrote ae_003.pth
20240913-18:55:44 wrote ae_004.pth
20240913-18:55:44 wrote ae_005.pth
20240913-18:55:45 wrote ae_006.pth
20240913-18:55:46 wrote ae_007.pth
20240913-18:55:46 wrote ae_008.pth
20240913-18:55:47 wrote ae_009.pth
20240913-18:55:47 epoch_duration 2min44s next_finish 18:58:31
20240913-18:55:47 wrote state.pth
20240913-18:55:47 --- epoch 1241 ----------------------------------------
20240913-18:55:47 current_test_accuracies 0.9594 0.9324 0.9743 0.9430 0.9568 0.9418 0.0000 0.0000 0.0000 0.0000
20240913-18:55:47 time_train=480 time_c_quizzes=9480
20240913-18:55:47 nb_c_quizzes 3118
20240913-18:55:47 training model 6 (accuracy 0)
20240913-18:55:47 training model 7 (accuracy 0)
20240913-18:57:51 train_loss 1241 model 7 0.011562263004780107
20240913-18:57:51 train_loss 1241 model 6 0.011461656837047486
20240913-18:57:52 test_loss 1241 model 7 0.01083786928365953
20240913-18:57:52 test_loss 1241 model 6 0.0067254727374148615
20240913-18:58:26 test_accuracy 1241 model 6 nb_correct 769 / 808 (95.17%)
20240913-18:58:27 test_accuracy 1241 model 7 nb_correct 759 / 803 (94.52%)
20240913-18:58:28 wrote ae_000.pth
20240913-18:58:28 wrote ae_001.pth
20240913-18:58:29 wrote ae_002.pth
20240913-18:58:30 wrote ae_003.pth
20240913-18:58:30 wrote ae_004.pth
20240913-18:58:31 wrote ae_005.pth
20240913-18:58:32 wrote ae_006.pth
20240913-18:58:32 wrote ae_007.pth
20240913-18:58:33 wrote ae_008.pth
20240913-18:58:34 wrote ae_009.pth
20240913-18:58:34 epoch_duration 2min46s next_finish 19:01:20
20240913-18:58:34 wrote state.pth
20240913-18:58:34 --- epoch 1242 ----------------------------------------
20240913-18:58:34 current_test_accuracies 0.9594 0.9324 0.9743 0.9430 0.9568 0.9418 0.9517 0.9452 0.0000 0.0000
20240913-18:58:34 time_train=639 time_c_quizzes=9480
20240913-18:58:34 nb_c_quizzes 3118
20240913-18:58:34 training model 8 (accuracy 0)
20240913-18:58:34 training model 9 (accuracy 0)
20240913-19:00:37 train_loss 1242 model 8 0.010284446445557477
20240913-19:00:37 train_loss 1242 model 9 0.012293671281215212
20240913-19:00:39 test_loss 1242 model 8 0.007070083104815694
20240913-19:00:39 test_loss 1242 model 9 0.0072399898444871266
20240913-19:01:13 test_accuracy 1242 model 8 nb_correct 774 / 803 (96.39%)
20240913-19:01:14 test_accuracy 1242 model 9 nb_correct 772 / 808 (95.54%)
20240913-19:01:14 wrote ae_000.pth
20240913-19:01:15 wrote ae_001.pth
20240913-19:01:16 wrote ae_002.pth
20240913-19:01:16 wrote ae_003.pth
20240913-19:01:17 wrote ae_004.pth
20240913-19:01:18 wrote ae_005.pth
20240913-19:01:19 wrote ae_006.pth
20240913-19:01:19 wrote ae_007.pth
20240913-19:01:20 wrote ae_008.pth
20240913-19:01:21 wrote ae_009.pth
20240913-19:01:21 epoch_duration 2min46s next_finish 19:04:07
20240913-19:01:21 wrote state.pth
20240913-19:01:21 --- epoch 1243 ----------------------------------------
20240913-19:01:21 current_test_accuracies 0.9594 0.9324 0.9743 0.9430 0.9568 0.9418 0.9517 0.9452 0.9639 0.9554
20240913-19:01:21 time_train=798 time_c_quizzes=9480
20240913-19:01:21 nb_c_quizzes 3118
20240913-19:01:21 training model 1 (accuracy 0.9323979616165161)
20240913-19:01:21 training model 5 (accuracy 0.9417721629142761)
20240913-19:03:24 train_loss 1243 model 5 0.011767549185529788
20240913-19:03:24 train_loss 1243 model 1 0.010452362311259095
20240913-19:03:26 test_loss 1243 model 5 0.010495569604869104
20240913-19:03:26 test_loss 1243 model 1 0.007726994919812569
20240913-19:04:01 test_accuracy 1243 model 1 nb_correct 770 / 808 (95.30%)
20240913-19:04:05 test_accuracy 1243 model 5 nb_correct 757 / 804 (94.15%)
20240913-19:04:06 wrote ae_000.pth
20240913-19:04:06 wrote ae_001.pth
20240913-19:04:07 wrote ae_002.pth
20240913-19:04:08 wrote ae_003.pth
20240913-19:04:08 wrote ae_004.pth
20240913-19:04:09 wrote ae_005.pth
20240913-19:04:10 wrote ae_006.pth
20240913-19:04:10 wrote ae_007.pth
20240913-19:04:11 wrote ae_008.pth
20240913-19:04:12 wrote ae_009.pth
20240913-19:04:12 epoch_duration 2min51s next_finish 19:07:03
20240913-19:04:12 wrote state.pth
20240913-19:04:12 --- epoch 1244 ----------------------------------------
20240913-19:04:12 current_test_accuracies 0.9594 0.9530 0.9743 0.9430 0.9568 0.9415 0.9517 0.9452 0.9639 0.9554
20240913-19:04:12 time_train=962 time_c_quizzes=9480
20240913-19:04:12 nb_c_quizzes 3118
20240913-19:04:12 training model 5 (accuracy 0.9415422677993774)
20240913-19:04:12 training model 3 (accuracy 0.9430379867553711)
20240913-19:06:15 train_loss 1244 model 3 0.011149000676641662
20240913-19:06:15 train_loss 1244 model 5 0.010931341663457715
20240913-19:06:17 test_loss 1244 model 3 0.006299543992651024
20240913-19:06:17 test_loss 1244 model 5 0.007491068100810594
20240913-19:06:50 test_accuracy 1244 model 3 nb_correct 764 / 805 (94.91%)
20240913-19:06:52 test_accuracy 1244 model 5 nb_correct 772 / 808 (95.54%)
20240913-19:06:53 wrote ae_000.pth
20240913-19:06:53 wrote ae_001.pth
20240913-19:06:54 wrote ae_002.pth
20240913-19:06:55 wrote ae_003.pth
20240913-19:06:55 wrote ae_004.pth
20240913-19:06:56 wrote ae_005.pth
20240913-19:06:57 wrote ae_006.pth
20240913-19:06:58 wrote ae_007.pth
20240913-19:06:58 wrote ae_008.pth
20240913-19:06:59 wrote ae_009.pth
20240913-19:06:59 epoch_duration 2min47s next_finish 19:09:46
20240913-19:06:59 wrote state.pth
20240913-19:06:59 --- epoch 1245 ----------------------------------------
20240913-19:06:59 current_test_accuracies 0.9594 0.9530 0.9743 0.9491 0.9568 0.9554 0.9517 0.9452 0.9639 0.9554
20240913-19:06:59 time_train=1122 time_c_quizzes=9480
20240913-19:06:59 nb_c_quizzes 3118
20240913-19:06:59 training model 7 (accuracy 0.9452054500579834)
20240913-19:06:59 training model 3 (accuracy 0.9490683078765869)
20240913-19:09:02 train_loss 1245 model 3 0.010960781349105672
20240913-19:09:02 train_loss 1245 model 7 0.011421215361997384
20240913-19:09:04 test_loss 1245 model 3 0.006349174791307632
20240913-19:09:04 test_loss 1245 model 7 0.007858034385571954
20240913-19:09:40 test_accuracy 1245 model 7 nb_correct 770 / 810 (95.06%)
20240913-19:09:42 test_accuracy 1245 model 3 nb_correct 754 / 800 (94.25%)
20240913-19:09:42 wrote ae_000.pth
20240913-19:09:43 wrote ae_001.pth
20240913-19:09:44 wrote ae_002.pth
20240913-19:09:45 wrote ae_003.pth
20240913-19:09:45 wrote ae_004.pth
20240913-19:09:46 wrote ae_005.pth
20240913-19:09:47 wrote ae_006.pth
20240913-19:09:47 wrote ae_007.pth
20240913-19:09:48 wrote ae_008.pth
20240913-19:09:49 wrote ae_009.pth
20240913-19:09:49 epoch_duration 2min49s next_finish 19:12:39
20240913-19:09:49 wrote state.pth
20240913-19:09:49 --- epoch 1246 ----------------------------------------
20240913-19:09:49 current_test_accuracies 0.9594 0.9530 0.9743 0.9425 0.9568 0.9554 0.9517 0.9506 0.9639 0.9554
20240913-19:09:49 time_train=1284 time_c_quizzes=9480
20240913-19:09:49 nb_c_quizzes 3118
20240913-19:09:49 training model 3 (accuracy 0.9424999952316284)
20240913-19:09:49 training model 7 (accuracy 0.9506173133850098)
20240913-19:11:52 train_loss 1246 model 3 0.01071207264036093
20240913-19:11:52 train_loss 1246 model 7 0.012060973716890657
20240913-19:11:54 test_loss 1246 model 3 0.0063343076557259795
20240913-19:11:54 test_loss 1246 model 7 0.006987438415217184
20240913-19:12:27 test_accuracy 1246 model 3 nb_correct 756 / 798 (94.74%)
20240913-19:12:32 test_accuracy 1246 model 7 nb_correct 769 / 814 (94.47%)
20240913-19:12:33 wrote ae_000.pth
20240913-19:12:34 wrote ae_001.pth
20240913-19:12:35 wrote ae_002.pth
20240913-19:12:35 wrote ae_003.pth
20240913-19:12:36 wrote ae_004.pth
20240913-19:12:37 wrote ae_005.pth
20240913-19:12:37 wrote ae_006.pth
20240913-19:12:38 wrote ae_007.pth
20240913-19:12:39 wrote ae_008.pth
20240913-19:12:40 wrote ae_009.pth
20240913-19:12:40 epoch_duration 2min50s next_finish 19:15:30
20240913-19:12:40 wrote state.pth
20240913-19:12:40 --- epoch 1247 ----------------------------------------
20240913-19:12:40 current_test_accuracies 0.9594 0.9530 0.9743 0.9474 0.9568 0.9554 0.9517 0.9447 0.9639 0.9554
20240913-19:12:40 time_train=1447 time_c_quizzes=9480
20240913-19:12:40 nb_c_quizzes 3118
20240913-19:12:40 training model 7 (accuracy 0.9447174668312073)
20240913-19:12:40 training model 3 (accuracy 0.9473684430122375)
20240913-19:14:43 train_loss 1247 model 7 0.01207588138945357
20240913-19:14:43 train_loss 1247 model 3 0.010754576322289723
20240913-19:14:44 test_loss 1247 model 7 0.008700370691337866
20240913-19:14:45 test_loss 1247 model 3 0.006234251362485654
20240913-19:15:17 test_accuracy 1247 model 3 nb_correct 733 / 781 (93.85%)
20240913-19:15:21 test_accuracy 1247 model 7 nb_correct 755 / 809 (93.33%)
20240913-19:15:22 wrote ae_000.pth
20240913-19:15:22 wrote ae_001.pth
20240913-19:15:23 wrote ae_002.pth
20240913-19:15:24 wrote ae_003.pth
20240913-19:15:24 wrote ae_004.pth
20240913-19:15:25 wrote ae_005.pth
20240913-19:15:26 wrote ae_006.pth
20240913-19:15:27 wrote ae_007.pth
20240913-19:15:27 wrote ae_008.pth
20240913-19:15:28 wrote ae_009.pth
20240913-19:15:28 epoch_duration 2min48s next_finish 19:18:16
20240913-19:15:28 wrote state.pth
20240913-19:15:28 --- epoch 1248 ----------------------------------------
20240913-19:15:28 current_test_accuracies 0.9594 0.9530 0.9743 0.9385 0.9568 0.9554 0.9517 0.9333 0.9639 0.9554
20240913-19:15:28 time_train=1608 time_c_quizzes=9480
20240913-19:15:28 nb_c_quizzes 3118
20240913-19:15:28 training model 7 (accuracy 0.933250904083252)
20240913-19:15:28 training model 3 (accuracy 0.9385403394699097)
20240913-19:17:32 train_loss 1248 model 3 0.010546287302488053
20240913-19:17:32 train_loss 1248 model 7 0.01181600888844332
20240913-19:17:33 test_loss 1248 model 3 0.007912738670739295
20240913-19:17:33 test_loss 1248 model 7 0.011418497269768579
20240913-19:18:08 test_accuracy 1248 model 7 nb_correct 756 / 792 (95.45%)
20240913-19:18:09 test_accuracy 1248 model 3 nb_correct 792 / 820 (96.59%)
20240913-19:18:09 wrote ae_000.pth
20240913-19:18:10 wrote ae_001.pth
20240913-19:18:11 wrote ae_002.pth
20240913-19:18:12 wrote ae_003.pth
20240913-19:18:12 wrote ae_004.pth
20240913-19:18:13 wrote ae_005.pth
20240913-19:18:14 wrote ae_006.pth
20240913-19:18:14 wrote ae_007.pth
20240913-19:18:15 wrote ae_008.pth
20240913-19:18:16 wrote ae_009.pth
20240913-19:18:16 epoch_duration 2min47s next_finish 19:21:04
20240913-19:18:16 wrote state.pth
20240913-19:18:16 --- epoch 1249 ----------------------------------------
20240913-19:18:16 current_test_accuracies 0.9594 0.9530 0.9743 0.9659 0.9568 0.9554 0.9517 0.9545 0.9639 0.9554
20240913-19:18:16 time_train=1768 time_c_quizzes=9480
20240913-19:18:16 nb_c_quizzes 3118
20240913-19:18:16 training model 6 (accuracy 0.9517326951026917)
20240913-19:18:16 training model 1 (accuracy 0.9529703259468079)
20240913-19:20:20 train_loss 1249 model 6 0.011667337125611084
20240913-19:20:20 train_loss 1249 model 1 0.011169835491071353
20240913-19:20:21 test_loss 1249 model 6 0.008689087652504668
20240913-19:20:21 test_loss 1249 model 1 0.006707924289590039
20240913-19:20:56 test_accuracy 1249 model 6 nb_correct 743 / 797 (93.22%)
20240913-19:20:58 test_accuracy 1249 model 1 nb_correct 773 / 793 (97.48%)
20240913-19:20:58 wrote ae_000.pth
20240913-19:20:59 wrote ae_001.pth
20240913-19:21:00 wrote ae_002.pth
20240913-19:21:01 wrote ae_003.pth
20240913-19:21:01 wrote ae_004.pth
20240913-19:21:02 wrote ae_005.pth
20240913-19:21:03 wrote ae_006.pth
20240913-19:21:03 wrote ae_007.pth
20240913-19:21:04 wrote ae_008.pth
20240913-19:21:05 wrote ae_009.pth
20240913-19:21:05 epoch_duration 2min48s next_finish 19:23:54
20240913-19:21:05 wrote state.pth
20240913-19:21:05 --- epoch 1250 ----------------------------------------
20240913-19:21:05 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9568 0.9554 0.9322 0.9545 0.9639 0.9554
20240913-19:21:05 time_train=1929 time_c_quizzes=9480
20240913-19:21:05 nb_c_quizzes 3118
20240913-19:21:05 training model 6 (accuracy 0.9322459101676941)
20240913-19:21:05 training model 7 (accuracy 0.9545454382896423)
20240913-19:23:08 train_loss 1250 model 6 0.011514713654818478
20240913-19:23:08 train_loss 1250 model 7 0.012095567684209527
20240913-19:23:10 test_loss 1250 model 6 0.006293285280041516
20240913-19:23:10 test_loss 1250 model 7 0.008909350394225158
20240913-19:23:44 test_accuracy 1250 model 6 nb_correct 754 / 788 (95.69%)
20240913-19:23:47 test_accuracy 1250 model 7 nb_correct 779 / 812 (95.94%)
20240913-19:23:48 wrote ae_000.pth
20240913-19:23:49 wrote ae_001.pth
20240913-19:23:49 wrote ae_002.pth
20240913-19:23:50 wrote ae_003.pth
20240913-19:23:51 wrote ae_004.pth
20240913-19:23:51 wrote ae_005.pth
20240913-19:23:52 wrote ae_006.pth
20240913-19:23:53 wrote ae_007.pth
20240913-19:23:53 wrote ae_008.pth
20240913-19:23:54 wrote ae_009.pth
20240913-19:23:54 epoch_duration 2min49s next_finish 19:26:43
20240913-19:23:54 wrote state.pth
20240913-19:23:54 --- epoch 1251 ----------------------------------------
20240913-19:23:54 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9568 0.9554 0.9569 0.9594 0.9639 0.9554
20240913-19:23:54 time_train=2091 time_c_quizzes=9480
20240913-19:23:54 nb_c_quizzes 3118
20240913-19:23:54 training model 5 (accuracy 0.9554455280303955)
20240913-19:23:54 training model 9 (accuracy 0.9554455280303955)
20240913-19:25:58 train_loss 1251 model 5 0.011675778726072167
20240913-19:25:58 train_loss 1251 model 9 0.011034617119948962
20240913-19:25:59 test_loss 1251 model 5 0.0075592016326538666
20240913-19:26:00 test_loss 1251 model 9 0.0074853005760189715
20240913-19:26:34 test_accuracy 1251 model 5 nb_correct 743 / 793 (93.69%)
20240913-19:26:39 test_accuracy 1251 model 9 nb_correct 743 / 781 (95.13%)
20240913-19:26:40 wrote ae_000.pth
20240913-19:26:40 wrote ae_001.pth
20240913-19:26:41 wrote ae_002.pth
20240913-19:26:42 wrote ae_003.pth
20240913-19:26:42 wrote ae_004.pth
20240913-19:26:43 wrote ae_005.pth
20240913-19:26:44 wrote ae_006.pth
20240913-19:26:44 wrote ae_007.pth
20240913-19:26:45 wrote ae_008.pth
20240913-19:26:46 wrote ae_009.pth
20240913-19:26:46 epoch_duration 2min51s next_finish 19:29:38
20240913-19:26:46 wrote state.pth
20240913-19:26:46 --- epoch 1252 ----------------------------------------
20240913-19:26:46 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9568 0.9369 0.9569 0.9594 0.9639 0.9513
20240913-19:26:46 time_train=2255 time_c_quizzes=9480
20240913-19:26:46 nb_c_quizzes 3118
20240913-19:26:46 training model 5 (accuracy 0.936948299407959)
20240913-19:26:46 training model 9 (accuracy 0.9513444304466248)
20240913-19:28:49 train_loss 1252 model 9 0.012084018216657569
20240913-19:28:49 train_loss 1252 model 5 0.01111137832478198
20240913-19:28:51 test_loss 1252 model 9 0.01011919022190284
20240913-19:28:51 test_loss 1252 model 5 0.01198077694200208
20240913-19:29:28 test_accuracy 1252 model 9 nb_correct 765 / 792 (96.59%)
20240913-19:29:30 test_accuracy 1252 model 5 nb_correct 770 / 819 (94.02%)
20240913-19:29:31 wrote ae_000.pth
20240913-19:29:31 wrote ae_001.pth
20240913-19:29:32 wrote ae_002.pth
20240913-19:29:33 wrote ae_003.pth
20240913-19:29:33 wrote ae_004.pth
20240913-19:29:34 wrote ae_005.pth
20240913-19:29:35 wrote ae_006.pth
20240913-19:29:35 wrote ae_007.pth
20240913-19:29:36 wrote ae_008.pth
20240913-19:29:37 wrote ae_009.pth
20240913-19:29:37 epoch_duration 2min51s next_finish 19:32:28
20240913-19:29:37 wrote state.pth
20240913-19:29:37 --- epoch 1253 ----------------------------------------
20240913-19:29:37 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9568 0.9402 0.9569 0.9594 0.9639 0.9659
20240913-19:29:37 time_train=2418 time_c_quizzes=9480
20240913-19:29:37 nb_c_quizzes 3118
20240913-19:29:37 training model 5 (accuracy 0.94017094373703)
20240913-19:29:37 training model 4 (accuracy 0.9567979574203491)
20240913-19:31:40 train_loss 1253 model 5 0.01138336757621073
20240913-19:31:40 train_loss 1253 model 4 0.010523039831023198
20240913-19:31:42 test_loss 1253 model 5 0.007843862955891723
20240913-19:31:42 test_loss 1253 model 4 0.008283878495387854
20240913-19:32:18 test_accuracy 1253 model 5 nb_correct 712 / 774 (91.99%)
20240913-19:32:18 test_accuracy 1253 model 4 nb_correct 769 / 810 (94.94%)
20240913-19:32:19 wrote ae_000.pth
20240913-19:32:20 wrote ae_001.pth
20240913-19:32:20 wrote ae_002.pth
20240913-19:32:21 wrote ae_003.pth
20240913-19:32:22 wrote ae_004.pth
20240913-19:32:23 wrote ae_005.pth
20240913-19:32:23 wrote ae_006.pth
20240913-19:32:24 wrote ae_007.pth
20240913-19:32:25 wrote ae_008.pth
20240913-19:32:25 wrote ae_009.pth
20240913-19:32:25 epoch_duration 2min48s next_finish 19:35:14
20240913-19:32:25 wrote state.pth
20240913-19:32:25 --- epoch 1254 ----------------------------------------
20240913-19:32:25 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9494 0.9199 0.9569 0.9594 0.9639 0.9659
20240913-19:32:25 time_train=2579 time_c_quizzes=9480
20240913-19:32:25 nb_c_quizzes 3118
20240913-19:32:25 training model 5 (accuracy 0.91989666223526)
20240913-19:32:25 training model 4 (accuracy 0.9493827223777771)
20240913-19:34:29 train_loss 1254 model 5 0.011212465817039628
20240913-19:34:29 train_loss 1254 model 4 0.009914400463960192
20240913-19:34:30 test_loss 1254 model 5 0.008665913884328802
20240913-19:34:30 test_loss 1254 model 4 0.006613163301197744
20240913-19:35:05 test_accuracy 1254 model 4 nb_correct 756 / 798 (94.74%)
20240913-19:35:06 test_accuracy 1254 model 5 nb_correct 744 / 791 (94.06%)
20240913-19:35:07 wrote ae_000.pth
20240913-19:35:07 wrote ae_001.pth
20240913-19:35:08 wrote ae_002.pth
20240913-19:35:09 wrote ae_003.pth
20240913-19:35:09 wrote ae_004.pth
20240913-19:35:10 wrote ae_005.pth
20240913-19:35:11 wrote ae_006.pth
20240913-19:35:12 wrote ae_007.pth
20240913-19:35:12 wrote ae_008.pth
20240913-19:35:13 wrote ae_009.pth
20240913-19:35:13 epoch_duration 2min47s next_finish 19:38:01
20240913-19:35:13 wrote state.pth
20240913-19:35:13 --- epoch 1255 ----------------------------------------
20240913-19:35:13 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9474 0.9406 0.9569 0.9594 0.9639 0.9659
20240913-19:35:13 time_train=2739 time_c_quizzes=9480
20240913-19:35:13 nb_c_quizzes 3118
20240913-19:35:13 training model 5 (accuracy 0.9405815601348877)
20240913-19:35:13 training model 4 (accuracy 0.9473684430122375)
20240913-19:37:16 train_loss 1255 model 4 0.010493985740862627
20240913-19:37:16 train_loss 1255 model 5 0.011012418917298419
20240913-19:37:18 test_loss 1255 model 4 0.008035454201603898
20240913-19:37:18 test_loss 1255 model 5 0.007499446032670676
20240913-19:37:52 test_accuracy 1255 model 4 nb_correct 747 / 787 (94.92%)
20240913-19:37:55 test_accuracy 1255 model 5 nb_correct 742 / 792 (93.69%)
20240913-19:37:56 wrote ae_000.pth
20240913-19:37:57 wrote ae_001.pth
20240913-19:37:57 wrote ae_002.pth
20240913-19:37:58 wrote ae_003.pth
20240913-19:37:59 wrote ae_004.pth
20240913-19:38:00 wrote ae_005.pth
20240913-19:38:00 wrote ae_006.pth
20240913-19:38:01 wrote ae_007.pth
20240913-19:38:02 wrote ae_008.pth
20240913-19:38:02 wrote ae_009.pth
20240913-19:38:02 epoch_duration 2min49s next_finish 19:40:52
20240913-19:38:02 wrote state.pth
20240913-19:38:02 --- epoch 1256 ----------------------------------------
20240913-19:38:02 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9492 0.9369 0.9569 0.9594 0.9639 0.9659
20240913-19:38:02 time_train=2901 time_c_quizzes=9480
20240913-19:38:02 nb_c_quizzes 3118
20240913-19:38:02 training model 5 (accuracy 0.9368686676025391)
20240913-19:38:02 training model 4 (accuracy 0.9491741061210632)
20240913-19:40:06 train_loss 1256 model 5 0.011122623772733277
20240913-19:40:06 train_loss 1256 model 4 0.010911733748860114
20240913-19:40:07 test_loss 1256 model 5 0.010272830410514189
20240913-19:40:07 test_loss 1256 model 4 0.005437968634893764
20240913-19:40:42 test_accuracy 1256 model 5 nb_correct 776 / 814 (95.33%)
20240913-19:40:45 test_accuracy 1256 model 4 nb_correct 771 / 807 (95.54%)
20240913-19:40:46 wrote ae_000.pth
20240913-19:40:46 wrote ae_001.pth
20240913-19:40:47 wrote ae_002.pth
20240913-19:40:48 wrote ae_003.pth
20240913-19:40:49 wrote ae_004.pth
20240913-19:40:49 wrote ae_005.pth
20240913-19:40:50 wrote ae_006.pth
20240913-19:40:51 wrote ae_007.pth
20240913-19:40:51 wrote ae_008.pth
20240913-19:40:52 wrote ae_009.pth
20240913-19:40:52 epoch_duration 2min49s next_finish 19:43:41
20240913-19:40:52 wrote state.pth
20240913-19:40:52 --- epoch 1257 ----------------------------------------
20240913-19:40:52 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9554 0.9533 0.9569 0.9594 0.9639 0.9659
20240913-19:40:52 time_train=3063 time_c_quizzes=9480
20240913-19:40:52 nb_c_quizzes 3118
20240913-19:40:52 training model 5 (accuracy 0.9533169269561768)
20240913-19:40:52 training model 4 (accuracy 0.9553903341293335)
20240913-19:42:55 train_loss 1257 model 4 0.010398618850096682
20240913-19:42:55 train_loss 1257 model 5 0.011726201715333446
20240913-19:42:57 test_loss 1257 model 4 0.007853390453078646
20240913-19:42:57 test_loss 1257 model 5 0.005623282585912648
20240913-19:43:31 test_accuracy 1257 model 5 nb_correct 774 / 803 (96.39%)
20240913-19:43:34 test_accuracy 1257 model 4 nb_correct 767 / 817 (93.88%)
20240913-19:43:35 wrote ae_000.pth
20240913-19:43:36 wrote ae_001.pth
20240913-19:43:36 wrote ae_002.pth
20240913-19:43:37 wrote ae_003.pth
20240913-19:43:38 wrote ae_004.pth
20240913-19:43:39 wrote ae_005.pth
20240913-19:43:39 wrote ae_006.pth
20240913-19:43:40 wrote ae_007.pth
20240913-19:43:41 wrote ae_008.pth
20240913-19:43:41 wrote ae_009.pth
20240913-19:43:41 epoch_duration 2min49s next_finish 19:46:31
20240913-19:43:41 wrote state.pth
20240913-19:43:41 --- epoch 1258 ----------------------------------------
20240913-19:43:41 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9388 0.9639 0.9569 0.9594 0.9639 0.9659
20240913-19:43:41 time_train=3225 time_c_quizzes=9480
20240913-19:43:41 nb_c_quizzes 3118
20240913-19:43:41 training model 4 (accuracy 0.9388005137443542)
20240913-19:43:41 training model 6 (accuracy 0.9568527936935425)
20240913-19:45:45 train_loss 1258 model 4 0.010360842273526032
20240913-19:45:45 train_loss 1258 model 6 0.010539361991774512
20240913-19:45:47 test_loss 1258 model 4 0.006319454672247105
20240913-19:45:47 test_loss 1258 model 6 0.008161936319282859
20240913-19:46:19 test_accuracy 1258 model 4 nb_correct 781 / 806 (96.90%)
20240913-19:46:21 test_accuracy 1258 model 6 nb_correct 765 / 796 (96.11%)
20240913-19:46:22 wrote ae_000.pth
20240913-19:46:22 wrote ae_001.pth
20240913-19:46:23 wrote ae_002.pth
20240913-19:46:24 wrote ae_003.pth
20240913-19:46:24 wrote ae_004.pth
20240913-19:46:25 wrote ae_005.pth
20240913-19:46:26 wrote ae_006.pth
20240913-19:46:27 wrote ae_007.pth
20240913-19:46:27 wrote ae_008.pth
20240913-19:46:28 wrote ae_009.pth
20240913-19:46:28 epoch_duration 2min46s next_finish 19:49:14
20240913-19:46:28 wrote state.pth
20240913-19:46:28 --- epoch 1259 ----------------------------------------
20240913-19:46:28 current_test_accuracies 0.9594 0.9748 0.9743 0.9659 0.9690 0.9639 0.9611 0.9594 0.9639 0.9659
20240913-19:46:28 time_train=3384 time_c_quizzes=9480
20240913-19:46:28 nb_c_quizzes 3118
20240913-19:46:28 training model 7 (accuracy 0.9593595862388611)
20240913-19:46:28 training model 0 (accuracy 0.9593908786773682)
20240913-19:48:31 train_loss 1259 model 7 0.012584606748237092
20240913-19:48:31 train_loss 1259 model 0 0.010543237199737631
20240913-19:48:33 test_loss 1259 model 7 0.007424392174249306
20240913-19:48:33 test_loss 1259 model 0 0.006541159241966454
20240913-19:49:07 test_accuracy 1259 model 7 nb_correct 759 / 807 (94.05%)
20240913-19:49:12 test_accuracy 1259 model 0 nb_correct 783 / 820 (95.49%)
20240913-19:49:13 wrote ae_000.pth
20240913-19:49:13 wrote ae_001.pth
20240913-19:49:14 wrote ae_002.pth
20240913-19:49:15 wrote ae_003.pth
20240913-19:49:15 wrote ae_004.pth
20240913-19:49:16 wrote ae_005.pth
20240913-19:49:17 wrote ae_006.pth
20240913-19:49:18 wrote ae_007.pth
20240913-19:49:18 wrote ae_008.pth
20240913-19:49:19 wrote ae_009.pth
20240913-19:49:19 epoch_duration 2min50s next_finish 19:52:10
20240913-19:49:19 wrote state.pth
20240913-19:49:19 --- epoch 1260 ----------------------------------------
20240913-19:49:19 current_test_accuracies 0.9549 0.9748 0.9743 0.9659 0.9690 0.9639 0.9611 0.9405 0.9639 0.9659
20240913-19:49:19 time_train=3547 time_c_quizzes=9480
20240913-19:49:19 nb_c_quizzes 3118
20240913-19:49:19 training model 7 (accuracy 0.9405204653739929)
20240913-19:49:19 training model 0 (accuracy 0.954878032207489)
20240913-19:51:22 train_loss 1260 model 0 0.01070455966121699
20240913-19:51:22 train_loss 1260 model 7 0.012390582813297442
20240913-19:51:24 test_loss 1260 model 0 0.0051544854547955765
20240913-19:51:24 test_loss 1260 model 7 0.00868664878451284
20240913-19:51:59 test_accuracy 1260 model 0 nb_correct 761 / 796 (95.60%)
20240913-19:52:01 test_accuracy 1260 model 7 nb_correct 725 / 776 (93.43%)
20240913-19:52:02 wrote ae_000.pth
20240913-19:52:03 wrote ae_001.pth
20240913-19:52:03 wrote ae_002.pth
20240913-19:52:04 wrote ae_003.pth
20240913-19:52:05 wrote ae_004.pth
20240913-19:52:05 wrote ae_005.pth
20240913-19:52:06 wrote ae_006.pth
20240913-19:52:07 wrote ae_007.pth
20240913-19:52:07 wrote ae_008.pth
20240913-19:52:08 wrote ae_009.pth
20240913-19:52:08 epoch_duration 2min49s next_finish 19:54:57
20240913-19:52:08 wrote state.pth
20240913-19:52:08 --- epoch 1261 ----------------------------------------
20240913-19:52:08 current_test_accuracies 0.9560 0.9748 0.9743 0.9659 0.9690 0.9639 0.9611 0.9343 0.9639 0.9659
20240913-19:52:08 time_train=3709 time_c_quizzes=9480
20240913-19:52:08 nb_c_quizzes 3118
20240913-19:52:08 training model 7 (accuracy 0.9342783689498901)
20240913-19:52:08 training model 0 (accuracy 0.9560301303863525)
20240913-19:54:12 train_loss 1261 model 7 0.011887617652268092
20240913-19:54:12 train_loss 1261 model 0 0.011022904475547421
20240913-19:54:13 test_loss 1261 model 7 0.008924814029347772
20240913-19:54:13 test_loss 1261 model 0 0.009162692781956139
20240913-19:54:48 test_accuracy 1261 model 7 nb_correct 768 / 808 (95.05%)
20240913-19:54:51 test_accuracy 1261 model 0 nb_correct 763 / 787 (96.95%)
20240913-19:54:51 wrote ae_000.pth
20240913-19:54:52 wrote ae_001.pth
20240913-19:54:53 wrote ae_002.pth
20240913-19:54:54 wrote ae_003.pth
20240913-19:54:54 wrote ae_004.pth
20240913-19:54:55 wrote ae_005.pth
20240913-19:54:56 wrote ae_006.pth
20240913-19:54:56 wrote ae_007.pth
20240913-19:54:57 wrote ae_008.pth
20240913-19:54:58 wrote ae_009.pth
20240913-19:54:58 epoch_duration 2min49s next_finish 19:57:47
20240913-19:54:58 wrote state.pth
20240913-19:54:58 --- epoch 1262 ----------------------------------------
20240913-19:54:58 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9611 0.9505 0.9639 0.9659
20240913-19:54:58 time_train=3871 time_c_quizzes=9480
20240913-19:54:58 nb_c_quizzes 3118
20240913-19:54:58 training model 7 (accuracy 0.9504950642585754)
20240913-19:54:58 training model 6 (accuracy 0.9610552787780762)
20240913-19:57:01 train_loss 1262 model 6 0.011207797207971453
20240913-19:57:01 train_loss 1262 model 7 0.012032665382146661
20240913-19:57:03 test_loss 1262 model 6 0.008506039285198597
20240913-19:57:03 test_loss 1262 model 7 0.00747605725161975
20240913-19:57:37 test_accuracy 1262 model 6 nb_correct 768 / 804 (95.52%)
20240913-19:57:38 test_accuracy 1262 model 7 nb_correct 761 / 804 (94.65%)
20240913-19:57:38 wrote ae_000.pth
20240913-19:57:39 wrote ae_001.pth
20240913-19:57:40 wrote ae_002.pth
20240913-19:57:40 wrote ae_003.pth
20240913-19:57:41 wrote ae_004.pth
20240913-19:57:42 wrote ae_005.pth
20240913-19:57:43 wrote ae_006.pth
20240913-19:57:43 wrote ae_007.pth
20240913-19:57:44 wrote ae_008.pth
20240913-19:57:45 wrote ae_009.pth
20240913-19:57:45 epoch_duration 2min46s next_finish 20:00:32
20240913-19:57:45 wrote state.pth
20240913-19:57:45 --- epoch 1263 ----------------------------------------
20240913-19:57:45 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9552 0.9465 0.9639 0.9659
20240913-19:57:45 time_train=4030 time_c_quizzes=9480
20240913-19:57:45 nb_c_quizzes 3118
20240913-19:57:45 training model 7 (accuracy 0.9465174078941345)
20240913-19:57:45 training model 6 (accuracy 0.9552238583564758)
20240913-19:59:48 train_loss 1263 model 7 0.011694329017604104
20240913-19:59:48 train_loss 1263 model 6 0.010936118017405533
20240913-19:59:49 test_loss 1263 model 7 0.0056189821679652144
20240913-19:59:50 test_loss 1263 model 6 0.008341932831115173
20240913-20:00:23 test_accuracy 1263 model 6 nb_correct 768 / 806 (95.29%)
20240913-20:00:27 test_accuracy 1263 model 7 nb_correct 733 / 779 (94.09%)
20240913-20:00:28 wrote ae_000.pth
20240913-20:00:29 wrote ae_001.pth
20240913-20:00:29 wrote ae_002.pth
20240913-20:00:30 wrote ae_003.pth
20240913-20:00:31 wrote ae_004.pth
20240913-20:00:31 wrote ae_005.pth
20240913-20:00:32 wrote ae_006.pth
20240913-20:00:33 wrote ae_007.pth
20240913-20:00:34 wrote ae_008.pth
20240913-20:00:34 wrote ae_009.pth
20240913-20:00:34 epoch_duration 2min49s next_finish 20:03:24
20240913-20:00:34 wrote state.pth
20240913-20:00:34 --- epoch 1264 ----------------------------------------
20240913-20:00:34 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9529 0.9409 0.9639 0.9659
20240913-20:00:34 time_train=4192 time_c_quizzes=9480
20240913-20:00:34 nb_c_quizzes 3118
20240913-20:00:34 training model 7 (accuracy 0.9409499168395996)
20240913-20:00:34 training model 6 (accuracy 0.9528536200523376)
20240913-20:02:37 train_loss 1264 model 7 0.011844944118616694
20240913-20:02:38 train_loss 1264 model 6 0.01115159851198041
20240913-20:02:39 test_loss 1264 model 7 0.008278695187630091
20240913-20:02:39 test_loss 1264 model 6 0.005102902710071078
20240913-20:03:14 test_accuracy 1264 model 7 nb_correct 778 / 812 (95.81%)
20240913-20:03:15 test_accuracy 1264 model 6 nb_correct 762 / 798 (95.49%)
20240913-20:03:16 wrote ae_000.pth
20240913-20:03:16 wrote ae_001.pth
20240913-20:03:17 wrote ae_002.pth
20240913-20:03:18 wrote ae_003.pth
20240913-20:03:18 wrote ae_004.pth
20240913-20:03:19 wrote ae_005.pth
20240913-20:03:20 wrote ae_006.pth
20240913-20:03:21 wrote ae_007.pth
20240913-20:03:21 wrote ae_008.pth
20240913-20:03:22 wrote ae_009.pth
20240913-20:03:22 epoch_duration 2min47s next_finish 20:06:10
20240913-20:03:22 wrote state.pth
20240913-20:03:22 --- epoch 1265 ----------------------------------------
20240913-20:03:22 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9549 0.9581 0.9639 0.9659
20240913-20:03:22 time_train=4352 time_c_quizzes=9480
20240913-20:03:22 nb_c_quizzes 3118
20240913-20:03:22 training model 6 (accuracy 0.9548872113227844)
20240913-20:03:22 training model 7 (accuracy 0.9581280946731567)
20240913-20:05:26 train_loss 1265 model 6 0.010862406574797206
20240913-20:05:26 train_loss 1265 model 7 0.011262503737052612
20240913-20:05:27 test_loss 1265 model 6 0.007933810160238863
20240913-20:05:27 test_loss 1265 model 7 0.010909534368033746
20240913-20:06:01 test_accuracy 1265 model 7 nb_correct 767 / 802 (95.64%)
20240913-20:06:04 test_accuracy 1265 model 6 nb_correct 763 / 801 (95.26%)
20240913-20:06:04 wrote ae_000.pth
20240913-20:06:05 wrote ae_001.pth
20240913-20:06:06 wrote ae_002.pth
20240913-20:06:06 wrote ae_003.pth
20240913-20:06:07 wrote ae_004.pth
20240913-20:06:08 wrote ae_005.pth
20240913-20:06:09 wrote ae_006.pth
20240913-20:06:09 wrote ae_007.pth
20240913-20:06:10 wrote ae_008.pth
20240913-20:06:11 wrote ae_009.pth
20240913-20:06:11 epoch_duration 2min48s next_finish 20:08:59
20240913-20:06:11 wrote state.pth
20240913-20:06:11 --- epoch 1266 ----------------------------------------
20240913-20:06:11 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9526 0.9564 0.9639 0.9659
20240913-20:06:11 time_train=4513 time_c_quizzes=9480
20240913-20:06:11 nb_c_quizzes 3118
20240913-20:06:11 training model 6 (accuracy 0.9525592923164368)
20240913-20:06:11 training model 7 (accuracy 0.9563590884208679)
20240913-20:08:14 train_loss 1266 model 6 0.011174643526072031
20240913-20:08:14 train_loss 1266 model 7 0.012096641840822485
20240913-20:08:15 test_loss 1266 model 6 0.009227036528443477
20240913-20:08:16 test_loss 1266 model 7 0.008876816341046378
20240913-20:08:50 test_accuracy 1266 model 7 nb_correct 746 / 781 (95.52%)
20240913-20:08:51 test_accuracy 1266 model 6 nb_correct 764 / 800 (95.50%)
20240913-20:08:52 wrote ae_000.pth
20240913-20:08:53 wrote ae_001.pth
20240913-20:08:53 wrote ae_002.pth
20240913-20:08:54 wrote ae_003.pth
20240913-20:08:55 wrote ae_004.pth
20240913-20:08:55 wrote ae_005.pth
20240913-20:08:56 wrote ae_006.pth
20240913-20:08:57 wrote ae_007.pth
20240913-20:08:57 wrote ae_008.pth
20240913-20:08:58 wrote ae_009.pth
20240913-20:08:58 epoch_duration 2min47s next_finish 20:11:45
20240913-20:08:58 wrote state.pth
20240913-20:08:58 --- epoch 1267 ----------------------------------------
20240913-20:08:58 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9550 0.9552 0.9639 0.9659
20240913-20:08:58 time_train=4673 time_c_quizzes=9480
20240913-20:08:58 nb_c_quizzes 3118
20240913-20:08:58 training model 6 (accuracy 0.9549999833106995)
20240913-20:08:58 training model 7 (accuracy 0.9551856517791748)
20240913-20:11:01 train_loss 1267 model 7 0.01203053170091789
20240913-20:11:01 train_loss 1267 model 6 0.011441493563779659
20240913-20:11:03 test_loss 1267 model 7 0.008672216001173183
20240913-20:11:03 test_loss 1267 model 6 0.007529283010926235
20240913-20:11:39 test_accuracy 1267 model 7 nb_correct 764 / 794 (96.22%)
20240913-20:11:39 test_accuracy 1267 model 6 nb_correct 788 / 823 (95.75%)
20240913-20:11:40 wrote ae_000.pth
20240913-20:11:41 wrote ae_001.pth
20240913-20:11:42 wrote ae_002.pth
20240913-20:11:42 wrote ae_003.pth
20240913-20:11:43 wrote ae_004.pth
20240913-20:11:44 wrote ae_005.pth
20240913-20:11:44 wrote ae_006.pth
20240913-20:11:45 wrote ae_007.pth
20240913-20:11:46 wrote ae_008.pth
20240913-20:11:46 wrote ae_009.pth
20240913-20:11:46 epoch_duration 2min48s next_finish 20:14:35
20240913-20:11:46 wrote state.pth
20240913-20:11:46 --- epoch 1268 ----------------------------------------
20240913-20:11:46 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9575 0.9622 0.9639 0.9659
20240913-20:11:46 time_train=4834 time_c_quizzes=9480
20240913-20:11:46 nb_c_quizzes 3118
20240913-20:11:46 training model 6 (accuracy 0.9574726819992065)
20240913-20:11:46 training model 7 (accuracy 0.9622166156768799)
20240913-20:13:50 train_loss 1268 model 6 0.011003371660555785
20240913-20:13:50 train_loss 1268 model 7 0.011777047312916693
20240913-20:13:52 test_loss 1268 model 6 0.009388272952052645
20240913-20:13:52 test_loss 1268 model 7 0.00877062221617848
20240913-20:14:24 test_accuracy 1268 model 6 nb_correct 770 / 804 (95.77%)
20240913-20:14:27 test_accuracy 1268 model 7 nb_correct 757 / 806 (93.92%)
20240913-20:14:27 wrote ae_000.pth
20240913-20:14:28 wrote ae_001.pth
20240913-20:14:29 wrote ae_002.pth
20240913-20:14:30 wrote ae_003.pth
20240913-20:14:30 wrote ae_004.pth
20240913-20:14:31 wrote ae_005.pth
20240913-20:14:32 wrote ae_006.pth
20240913-20:14:32 wrote ae_007.pth
20240913-20:14:33 wrote ae_008.pth
20240913-20:14:34 wrote ae_009.pth
20240913-20:14:34 epoch_duration 2min47s next_finish 20:17:21
20240913-20:14:34 wrote state.pth
20240913-20:14:34 --- epoch 1269 ----------------------------------------
20240913-20:14:34 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9577 0.9392 0.9639 0.9659
20240913-20:14:34 time_train=4994 time_c_quizzes=9480
20240913-20:14:34 nb_c_quizzes 3118
20240913-20:14:34 training model 7 (accuracy 0.9392059445381165)
20240913-20:14:34 training model 6 (accuracy 0.9577114582061768)
20240913-20:16:37 train_loss 1269 model 6 0.010671104163920973
20240913-20:16:37 train_loss 1269 model 7 0.012349019025408779
20240913-20:16:39 test_loss 1269 model 6 0.00537000308804636
20240913-20:16:39 test_loss 1269 model 7 0.01059694077111999
20240913-20:17:16 test_accuracy 1269 model 6 nb_correct 772 / 826 (93.46%)
20240913-20:17:19 test_accuracy 1269 model 7 nb_correct 732 / 778 (94.09%)
20240913-20:17:20 wrote ae_000.pth
20240913-20:17:20 wrote ae_001.pth
20240913-20:17:21 wrote ae_002.pth
20240913-20:17:22 wrote ae_003.pth
20240913-20:17:22 wrote ae_004.pth
20240913-20:17:23 wrote ae_005.pth
20240913-20:17:24 wrote ae_006.pth
20240913-20:17:24 wrote ae_007.pth
20240913-20:17:25 wrote ae_008.pth
20240913-20:17:26 wrote ae_009.pth
20240913-20:17:26 epoch_duration 2min52s next_finish 20:20:18
20240913-20:17:26 wrote state.pth
20240913-20:17:26 --- epoch 1270 ----------------------------------------
20240913-20:17:26 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9346 0.9409 0.9639 0.9659
20240913-20:17:26 time_train=5159 time_c_quizzes=9480
20240913-20:17:26 nb_c_quizzes 3118
20240913-20:17:26 training model 6 (accuracy 0.9346246719360352)
20240913-20:17:26 training model 7 (accuracy 0.9408740401268005)
20240913-20:19:30 train_loss 1270 model 7 0.011552415471096538
20240913-20:19:30 train_loss 1270 model 6 0.010452867469257398
20240913-20:19:31 test_loss 1270 model 7 0.008141740697953991
20240913-20:19:31 test_loss 1270 model 6 0.007758724655919025
20240913-20:20:05 test_accuracy 1270 model 7 nb_correct 743 / 777 (95.62%)
20240913-20:20:09 test_accuracy 1270 model 6 nb_correct 746 / 778 (95.89%)
20240913-20:20:10 wrote ae_000.pth
20240913-20:20:11 wrote ae_001.pth
20240913-20:20:11 wrote ae_002.pth
20240913-20:20:12 wrote ae_003.pth
20240913-20:20:13 wrote ae_004.pth
20240913-20:20:13 wrote ae_005.pth
20240913-20:20:14 wrote ae_006.pth
20240913-20:20:15 wrote ae_007.pth
20240913-20:20:15 wrote ae_008.pth
20240913-20:20:16 wrote ae_009.pth
20240913-20:20:16 epoch_duration 2min50s next_finish 20:23:06
20240913-20:20:16 wrote state.pth
20240913-20:20:16 --- epoch 1271 ----------------------------------------
20240913-20:20:16 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9589 0.9562 0.9639 0.9659
20240913-20:20:16 time_train=5322 time_c_quizzes=9480
20240913-20:20:16 nb_c_quizzes 3118
20240913-20:20:16 training model 7 (accuracy 0.9562419652938843)
20240913-20:20:16 training model 6 (accuracy 0.9588689208030701)
20240913-20:22:20 train_loss 1271 model 6 0.010290832304861396
20240913-20:22:20 train_loss 1271 model 7 0.011145251217953046
20240913-20:22:21 test_loss 1271 model 6 0.008206743871069478
20240913-20:22:21 test_loss 1271 model 7 0.008741674017869627
20240913-20:22:55 test_accuracy 1271 model 7 nb_correct 760 / 793 (95.84%)
20240913-20:22:56 test_accuracy 1271 model 6 nb_correct 759 / 801 (94.76%)
20240913-20:22:56 wrote ae_000.pth
20240913-20:22:57 wrote ae_001.pth
20240913-20:22:58 wrote ae_002.pth
20240913-20:22:59 wrote ae_003.pth
20240913-20:22:59 wrote ae_004.pth
20240913-20:23:00 wrote ae_005.pth
20240913-20:23:01 wrote ae_006.pth
20240913-20:23:01 wrote ae_007.pth
20240913-20:23:02 wrote ae_008.pth
20240913-20:23:03 wrote ae_009.pth
20240913-20:23:03 epoch_duration 2min46s next_finish 20:25:49
20240913-20:23:03 wrote state.pth
20240913-20:23:03 --- epoch 1272 ----------------------------------------
20240913-20:23:03 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9476 0.9584 0.9639 0.9659
20240913-20:23:03 time_train=5481 time_c_quizzes=9480
20240913-20:23:03 nb_c_quizzes 3118
20240913-20:23:03 training model 6 (accuracy 0.9475655555725098)
20240913-20:23:03 training model 7 (accuracy 0.9583858847618103)
20240913-20:25:06 train_loss 1272 model 7 0.011129804911146493
20240913-20:25:06 train_loss 1272 model 6 0.011230541628977336
20240913-20:25:08 test_loss 1272 model 7 0.008214037538260754
20240913-20:25:08 test_loss 1272 model 6 0.008170925367104509
20240913-20:25:41 test_accuracy 1272 model 6 nb_correct 794 / 822 (96.59%)
20240913-20:25:41 test_accuracy 1272 model 7 nb_correct 786 / 817 (96.21%)
20240913-20:25:42 wrote ae_000.pth
20240913-20:25:43 wrote ae_001.pth
20240913-20:25:43 wrote ae_002.pth
20240913-20:25:44 wrote ae_003.pth
20240913-20:25:45 wrote ae_004.pth
20240913-20:25:45 wrote ae_005.pth
20240913-20:25:46 wrote ae_006.pth
20240913-20:25:47 wrote ae_007.pth
20240913-20:25:47 wrote ae_008.pth
20240913-20:25:48 wrote ae_009.pth
20240913-20:25:48 epoch_duration 2min45s next_finish 20:28:34
20240913-20:25:48 wrote state.pth
20240913-20:25:48 --- epoch 1273 ----------------------------------------
20240913-20:25:48 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9639 0.9659 0.9621 0.9639 0.9659
20240913-20:25:48 time_train=5639 time_c_quizzes=9480
20240913-20:25:48 nb_c_quizzes 3118
20240913-20:25:48 training model 7 (accuracy 0.9620562791824341)
20240913-20:25:48 training model 5 (accuracy 0.9638854265213013)
20240913-20:27:52 train_loss 1273 model 5 0.010582936504702047
20240913-20:27:52 train_loss 1273 model 7 0.011878193219596142
20240913-20:27:53 test_loss 1273 model 5 0.00881724790904741
20240913-20:27:53 test_loss 1273 model 7 0.00816148677113233
20240913-20:28:26 test_accuracy 1273 model 5 nb_correct 784 / 828 (94.69%)
20240913-20:28:30 test_accuracy 1273 model 7 nb_correct 779 / 805 (96.77%)
20240913-20:28:30 wrote ae_000.pth
20240913-20:28:31 wrote ae_001.pth
20240913-20:28:32 wrote ae_002.pth
20240913-20:28:33 wrote ae_003.pth
20240913-20:28:33 wrote ae_004.pth
20240913-20:28:34 wrote ae_005.pth
20240913-20:28:35 wrote ae_006.pth
20240913-20:28:35 wrote ae_007.pth
20240913-20:28:36 wrote ae_008.pth
20240913-20:28:37 wrote ae_009.pth
20240913-20:28:37 epoch_duration 2min48s next_finish 20:31:25
20240913-20:28:37 wrote state.pth
20240913-20:28:37 --- epoch 1274 ----------------------------------------
20240913-20:28:37 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9469 0.9659 0.9677 0.9639 0.9659
20240913-20:28:37 time_train=5800 time_c_quizzes=9480
20240913-20:28:37 nb_c_quizzes 3118
20240913-20:28:37 training model 5 (accuracy 0.9468598961830139)
20240913-20:28:37 training model 8 (accuracy 0.9638854265213013)
20240913-20:30:40 train_loss 1274 model 8 0.010586963488205583
20240913-20:30:40 train_loss 1274 model 5 0.010921226021856455
20240913-20:30:42 test_loss 1274 model 8 0.008181015615741671
20240913-20:30:42 test_loss 1274 model 5 0.004923947283214147
20240913-20:31:14 test_accuracy 1274 model 5 nb_correct 773 / 821 (94.15%)
20240913-20:31:14 test_accuracy 1274 model 8 nb_correct 766 / 803 (95.39%)
20240913-20:31:15 wrote ae_000.pth
20240913-20:31:16 wrote ae_001.pth
20240913-20:31:16 wrote ae_002.pth
20240913-20:31:17 wrote ae_003.pth
20240913-20:31:18 wrote ae_004.pth
20240913-20:31:18 wrote ae_005.pth
20240913-20:31:19 wrote ae_006.pth
20240913-20:31:20 wrote ae_007.pth
20240913-20:31:21 wrote ae_008.pth
20240913-20:31:21 wrote ae_009.pth
20240913-20:31:21 epoch_duration 2min44s next_finish 20:34:06
20240913-20:31:21 wrote state.pth
20240913-20:31:21 --- epoch 1275 ----------------------------------------
20240913-20:31:21 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9415 0.9659 0.9677 0.9539 0.9659
20240913-20:31:21 time_train=5957 time_c_quizzes=9480
20240913-20:31:21 nb_c_quizzes 3118
20240913-20:31:21 training model 5 (accuracy 0.941534698009491)
20240913-20:31:21 training model 8 (accuracy 0.9539228081703186)
20240913-20:33:25 train_loss 1275 model 5 0.011210101498084442
20240913-20:33:25 train_loss 1275 model 8 0.010964367543633216
20240913-20:33:26 test_loss 1275 model 5 0.006714823670338888
20240913-20:33:26 test_loss 1275 model 8 0.005611192318002623
20240913-20:33:57 test_accuracy 1275 model 5 nb_correct 788 / 823 (95.75%)
20240913-20:34:00 test_accuracy 1275 model 8 nb_correct 745 / 793 (93.95%)
20240913-20:34:01 wrote ae_000.pth
20240913-20:34:02 wrote ae_001.pth
20240913-20:34:02 wrote ae_002.pth
20240913-20:34:03 wrote ae_003.pth
20240913-20:34:04 wrote ae_004.pth
20240913-20:34:04 wrote ae_005.pth
20240913-20:34:05 wrote ae_006.pth
20240913-20:34:06 wrote ae_007.pth
20240913-20:34:06 wrote ae_008.pth
20240913-20:34:07 wrote ae_009.pth
20240913-20:34:07 epoch_duration 2min45s next_finish 20:36:53
20240913-20:34:07 wrote state.pth
20240913-20:34:07 --- epoch 1276 ----------------------------------------
20240913-20:34:07 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9575 0.9659 0.9677 0.9395 0.9659
20240913-20:34:07 time_train=6115 time_c_quizzes=9480
20240913-20:34:07 nb_c_quizzes 3118
20240913-20:34:07 training model 8 (accuracy 0.9394703507423401)
20240913-20:34:07 training model 5 (accuracy 0.9574726819992065)
20240913-20:36:11 train_loss 1276 model 5 0.01047674606571354
20240913-20:36:11 train_loss 1276 model 8 0.010871271134174094
20240913-20:36:12 test_loss 1276 model 5 0.010304302825672096
20240913-20:36:12 test_loss 1276 model 8 0.006629949047099615
20240913-20:36:48 test_accuracy 1276 model 8 nb_correct 760 / 793 (95.84%)
20240913-20:36:50 test_accuracy 1276 model 5 nb_correct 774 / 807 (95.91%)
20240913-20:36:51 wrote ae_000.pth
20240913-20:36:51 wrote ae_001.pth
20240913-20:36:52 wrote ae_002.pth
20240913-20:36:53 wrote ae_003.pth
20240913-20:36:54 wrote ae_004.pth
20240913-20:36:54 wrote ae_005.pth
20240913-20:36:55 wrote ae_006.pth
20240913-20:36:56 wrote ae_007.pth
20240913-20:36:56 wrote ae_008.pth
20240913-20:36:57 wrote ae_009.pth
20240913-20:36:57 epoch_duration 2min49s next_finish 20:39:47
20240913-20:36:57 wrote state.pth
20240913-20:36:57 --- epoch 1277 ----------------------------------------
20240913-20:36:57 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9591 0.9659 0.9677 0.9584 0.9659
20240913-20:36:57 time_train=6277 time_c_quizzes=9480
20240913-20:36:57 nb_c_quizzes 3118
20240913-20:36:57 training model 8 (accuracy 0.9583858847618103)
20240913-20:36:57 training model 5 (accuracy 0.9591078162193298)
20240913-20:39:00 train_loss 1277 model 8 0.010557844957374982
20240913-20:39:00 train_loss 1277 model 5 0.01156895687926317
20240913-20:39:02 test_loss 1277 model 8 0.005633475496071583
20240913-20:39:02 test_loss 1277 model 5 0.007676886891385948
20240913-20:39:35 test_accuracy 1277 model 8 nb_correct 767 / 809 (94.81%)
20240913-20:39:38 test_accuracy 1277 model 5 nb_correct 747 / 808 (92.45%)
20240913-20:39:39 wrote ae_000.pth
20240913-20:39:40 wrote ae_001.pth
20240913-20:39:40 wrote ae_002.pth
20240913-20:39:41 wrote ae_003.pth
20240913-20:39:42 wrote ae_004.pth
20240913-20:39:42 wrote ae_005.pth
20240913-20:39:43 wrote ae_006.pth
20240913-20:39:44 wrote ae_007.pth
20240913-20:39:45 wrote ae_008.pth
20240913-20:39:45 wrote ae_009.pth
20240913-20:39:45 epoch_duration 2min48s next_finish 20:42:34
20240913-20:39:45 wrote state.pth
20240913-20:39:45 --- epoch 1278 ----------------------------------------
20240913-20:39:45 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9245 0.9659 0.9677 0.9481 0.9659
20240913-20:39:45 time_train=6438 time_c_quizzes=9480
20240913-20:39:45 nb_c_quizzes 3118
20240913-20:39:45 training model 5 (accuracy 0.9245049357414246)
20240913-20:39:45 training model 8 (accuracy 0.9480840563774109)
20240913-20:41:49 train_loss 1278 model 5 0.011468987162052144
20240913-20:41:49 train_loss 1278 model 8 0.010756674235412902
20240913-20:41:51 test_loss 1278 model 5 0.009056532122457384
20240913-20:41:51 test_loss 1278 model 8 0.012567873741363655
20240913-20:42:25 test_accuracy 1278 model 8 nb_correct 764 / 790 (96.71%)
20240913-20:42:29 test_accuracy 1278 model 5 nb_correct 735 / 798 (92.11%)
20240913-20:42:30 wrote ae_000.pth
20240913-20:42:31 wrote ae_001.pth
20240913-20:42:32 wrote ae_002.pth
20240913-20:42:32 wrote ae_003.pth
20240913-20:42:33 wrote ae_004.pth
20240913-20:42:34 wrote ae_005.pth
20240913-20:42:34 wrote ae_006.pth
20240913-20:42:35 wrote ae_007.pth
20240913-20:42:36 wrote ae_008.pth
20240913-20:42:36 wrote ae_009.pth
20240913-20:42:36 epoch_duration 2min51s next_finish 20:45:28
20240913-20:42:36 wrote state.pth
20240913-20:42:36 --- epoch 1279 ----------------------------------------
20240913-20:42:36 current_test_accuracies 0.9695 0.9748 0.9743 0.9659 0.9690 0.9211 0.9659 0.9677 0.9671 0.9659
20240913-20:42:36 time_train=6602 time_c_quizzes=9480
20240913-20:42:36 nb_c_quizzes 3118
20240913-20:42:36 training model 5 (accuracy 0.9210526347160339)
20240913-20:42:36 training model 3 (accuracy 0.9658536314964294)
20240913-20:44:40 train_loss 1279 model 3 0.011208706853671174
20240913-20:44:40 train_loss 1279 model 5 0.011039545270608868
20240913-20:44:41 test_loss 1279 model 3 0.008288136419874092
20240913-20:44:41 test_loss 1279 model 5 0.010519885001622242
20240913-20:45:13 test_accuracy 1279 model 3 nb_correct 742 / 785 (94.52%)
20240913-20:45:18 test_accuracy 1279 model 5 nb_correct 736 / 777 (94.72%)
20240913-20:45:19 wrote ae_000.pth
20240913-20:45:20 wrote ae_001.pth
20240913-20:45:21 wrote ae_002.pth
20240913-20:45:21 wrote ae_003.pth
20240913-20:45:22 wrote ae_004.pth
20240913-20:45:23 wrote ae_005.pth
20240913-20:45:23 wrote ae_006.pth
20240913-20:45:24 wrote ae_007.pth
20240913-20:45:25 wrote ae_008.pth
20240913-20:45:25 wrote ae_009.pth
20240913-20:45:25 epoch_duration 2min49s next_finish 20:48:14
20240913-20:45:25 wrote state.pth
20240913-20:45:25 --- epoch 1280 ----------------------------------------
20240913-20:45:25 current_test_accuracies 0.9695 0.9748 0.9743 0.9452 0.9690 0.9472 0.9659 0.9677 0.9671 0.9659
20240913-20:45:25 time_train=6763 time_c_quizzes=9480
20240913-20:45:25 nb_c_quizzes 3118
20240913-20:45:25 training model 3 (accuracy 0.9452229142189026)
20240913-20:45:25 training model 5 (accuracy 0.9472329616546631)
20240913-20:47:29 train_loss 1280 model 3 0.010035415791167906
20240913-20:47:29 train_loss 1280 model 5 0.0111372453580816
20240913-20:47:30 test_loss 1280 model 3 0.00599270131907872
20240913-20:47:30 test_loss 1280 model 5 0.007054062410861661
20240913-20:48:03 test_accuracy 1280 model 3 nb_correct 755 / 792 (95.33%)
20240913-20:48:04 test_accuracy 1280 model 5 nb_correct 757 / 795 (95.22%)
20240913-20:48:05 wrote ae_000.pth
20240913-20:48:06 wrote ae_001.pth
20240913-20:48:06 wrote ae_002.pth
20240913-20:48:07 wrote ae_003.pth
20240913-20:48:08 wrote ae_004.pth
20240913-20:48:08 wrote ae_005.pth
20240913-20:48:09 wrote ae_006.pth
20240913-20:48:10 wrote ae_007.pth
20240913-20:48:10 wrote ae_008.pth
20240913-20:48:11 wrote ae_009.pth
20240913-20:48:11 epoch_duration 2min45s next_finish 20:50:56
20240913-20:48:11 wrote state.pth
20240913-20:48:11 --- epoch 1281 ----------------------------------------
20240913-20:48:11 current_test_accuracies 0.9695 0.9748 0.9743 0.9533 0.9690 0.9522 0.9659 0.9677 0.9671 0.9659
20240913-20:48:11 time_train=6921 time_c_quizzes=9480
20240913-20:48:11 nb_c_quizzes 3118
20240913-20:48:11 training model 5 (accuracy 0.952201247215271)
20240913-20:48:11 training model 3 (accuracy 0.9532828330993652)
20240913-20:50:14 train_loss 1281 model 5 0.011218328849878162
20240913-20:50:14 train_loss 1281 model 3 0.010590063523452046
20240913-20:50:16 test_loss 1281 model 5 0.006788425776952068
20240913-20:50:16 test_loss 1281 model 3 0.010459355806995063
20240913-20:50:50 test_accuracy 1281 model 3 nb_correct 783 / 817 (95.84%)
20240913-20:50:53 test_accuracy 1281 model 5 nb_correct 748 / 790 (94.68%)
20240913-20:50:54 wrote ae_000.pth
20240913-20:50:55 wrote ae_001.pth
20240913-20:50:55 wrote ae_002.pth
20240913-20:50:56 wrote ae_003.pth
20240913-20:50:57 wrote ae_004.pth
20240913-20:50:57 wrote ae_005.pth
20240913-20:50:58 wrote ae_006.pth
20240913-20:50:59 wrote ae_007.pth
20240913-20:50:59 wrote ae_008.pth
20240913-20:51:00 wrote ae_009.pth
20240913-20:51:00 epoch_duration 2min49s next_finish 20:53:49
20240913-20:51:00 wrote state.pth
20240913-20:51:00 --- epoch 1282 ----------------------------------------
20240913-20:51:00 current_test_accuracies 0.9695 0.9748 0.9743 0.9584 0.9690 0.9468 0.9659 0.9677 0.9671 0.9659
20240913-20:51:00 time_train=7083 time_c_quizzes=9480
20240913-20:51:00 nb_c_quizzes 3118
20240913-20:51:00 training model 5 (accuracy 0.946835458278656)
20240913-20:51:00 training model 3 (accuracy 0.9583843350410461)
20240913-20:53:03 train_loss 1282 model 5 0.010982803792667256
20240913-20:53:04 train_loss 1282 model 3 0.01042024361033873
20240913-20:53:05 test_loss 1282 model 5 0.0068759953719961684
20240913-20:53:05 test_loss 1282 model 3 0.011383468193946556
20240913-20:53:37 test_accuracy 1282 model 3 nb_correct 759 / 802 (94.64%)
20240913-20:53:40 test_accuracy 1282 model 5 nb_correct 757 / 794 (95.34%)
20240913-20:53:41 wrote ae_000.pth
20240913-20:53:42 wrote ae_001.pth
20240913-20:53:43 wrote ae_002.pth
20240913-20:53:43 wrote ae_003.pth
20240913-20:53:44 wrote ae_004.pth
20240913-20:53:45 wrote ae_005.pth
20240913-20:53:45 wrote ae_006.pth
20240913-20:53:46 wrote ae_007.pth
20240913-20:53:47 wrote ae_008.pth
20240913-20:53:47 wrote ae_009.pth
20240913-20:53:47 epoch_duration 2min47s next_finish 20:56:35
20240913-20:53:47 wrote state.pth
20240913-20:53:47 --- epoch 1283 ----------------------------------------
20240913-20:53:47 current_test_accuracies 0.9695 0.9748 0.9743 0.9464 0.9690 0.9534 0.9659 0.9677 0.9671 0.9659
20240913-20:53:47 time_train=7243 time_c_quizzes=9480
20240913-20:53:47 nb_c_quizzes 3118
20240913-20:53:47 training model 3 (accuracy 0.9463840126991272)
20240913-20:53:47 training model 5 (accuracy 0.9534004926681519)
20240913-20:55:51 train_loss 1283 model 3 0.010185728669527635
20240913-20:55:51 train_loss 1283 model 5 0.010540521669462578
20240913-20:55:52 test_loss 1283 model 3 0.005504400088403827
20240913-20:55:52 test_loss 1283 model 5 0.0063840928829066
20240913-20:56:26 test_accuracy 1283 model 3 nb_correct 759 / 804 (94.40%)
20240913-20:56:29 test_accuracy 1283 model 5 nb_correct 788 / 823 (95.75%)
20240913-20:56:30 wrote ae_000.pth
20240913-20:56:30 wrote ae_001.pth
20240913-20:56:31 wrote ae_002.pth
20240913-20:56:32 wrote ae_003.pth
20240913-20:56:33 wrote ae_004.pth
20240913-20:56:33 wrote ae_005.pth
20240913-20:56:34 wrote ae_006.pth
20240913-20:56:35 wrote ae_007.pth
20240913-20:56:35 wrote ae_008.pth
20240913-20:56:36 wrote ae_009.pth
20240913-20:56:36 epoch_duration 2min48s next_finish 20:59:25
20240913-20:56:36 wrote state.pth
20240913-20:56:36 --- epoch 1284 ----------------------------------------
20240913-20:56:36 current_test_accuracies 0.9695 0.9748 0.9743 0.9440 0.9690 0.9575 0.9659 0.9677 0.9671 0.9659
20240913-20:56:36 time_train=7404 time_c_quizzes=9480
20240913-20:56:36 nb_c_quizzes 3118
20240913-20:56:36 training model 3 (accuracy 0.9440298676490784)
20240913-20:56:36 training model 5 (accuracy 0.9574726819992065)
20240913-20:58:40 train_loss 1284 model 3 0.010954084645782132
20240913-20:58:40 train_loss 1284 model 5 0.011269374787638299
20240913-20:58:41 test_loss 1284 model 3 0.007753551460473318
20240913-20:58:42 test_loss 1284 model 5 0.007467648935448779
20240913-20:59:15 test_accuracy 1284 model 3 nb_correct 746 / 800 (93.25%)
20240913-20:59:15 test_accuracy 1284 model 5 nb_correct 732 / 795 (92.08%)
20240913-20:59:16 wrote ae_000.pth
20240913-20:59:16 wrote ae_001.pth
20240913-20:59:17 wrote ae_002.pth
20240913-20:59:18 wrote ae_003.pth
20240913-20:59:18 wrote ae_004.pth
20240913-20:59:19 wrote ae_005.pth
20240913-20:59:20 wrote ae_006.pth
20240913-20:59:20 wrote ae_007.pth
20240913-20:59:21 wrote ae_008.pth
20240913-20:59:22 wrote ae_009.pth
20240913-20:59:22 epoch_duration 2min45s next_finish 21:02:08
20240913-20:59:22 wrote state.pth
20240913-20:59:22 --- epoch 1285 ----------------------------------------
20240913-20:59:22 current_test_accuracies 0.9695 0.9748 0.9743 0.9325 0.9690 0.9208 0.9659 0.9677 0.9671 0.9659
20240913-20:59:22 time_train=7562 time_c_quizzes=9480
20240913-20:59:22 nb_c_quizzes 3118
20240913-20:59:22 training model 5 (accuracy 0.9207547307014465)
20240913-20:59:22 training model 3 (accuracy 0.9325000047683716)
20240913-21:01:25 train_loss 1285 model 3 0.010690615173890364
20240913-21:01:25 train_loss 1285 model 5 0.011072606197032656
20240913-21:01:27 test_loss 1285 model 3 0.006936871467642547
20240913-21:01:27 test_loss 1285 model 5 0.00669545734933763
20240913-21:02:01 test_accuracy 1285 model 5 nb_correct 756 / 799 (94.62%)
20240913-21:02:06 test_accuracy 1285 model 3 nb_correct 732 / 770 (95.06%)
20240913-21:02:06 wrote ae_000.pth
20240913-21:02:07 wrote ae_001.pth
20240913-21:02:08 wrote ae_002.pth
20240913-21:02:09 wrote ae_003.pth
20240913-21:02:09 wrote ae_004.pth
20240913-21:02:10 wrote ae_005.pth
20240913-21:02:11 wrote ae_006.pth
20240913-21:02:11 wrote ae_007.pth
20240913-21:02:12 wrote ae_008.pth
20240913-21:02:13 wrote ae_009.pth
20240913-21:02:13 epoch_duration 2min50s next_finish 21:05:03
20240913-21:02:13 wrote state.pth
20240913-21:02:13 --- epoch 1286 ----------------------------------------
20240913-21:02:13 current_test_accuracies 0.9695 0.9748 0.9743 0.9506 0.9690 0.9462 0.9659 0.9677 0.9671 0.9659
20240913-21:02:13 time_train=7725 time_c_quizzes=9480
20240913-21:02:13 nb_c_quizzes 3118
20240913-21:02:13 training model 5 (accuracy 0.9461827278137207)
20240913-21:02:13 training model 3 (accuracy 0.9506493210792542)
20240913-21:04:16 train_loss 1286 model 3 0.01052609199669223
20240913-21:04:16 train_loss 1286 model 5 0.01048148370992567
20240913-21:04:18 test_loss 1286 model 3 0.006857268885131518
20240913-21:04:18 test_loss 1286 model 5 0.007675435416018672
20240913-21:04:53 test_accuracy 1286 model 3 nb_correct 789 / 821 (96.10%)
20240913-21:04:55 test_accuracy 1286 model 5 nb_correct 731 / 783 (93.36%)
20240913-21:04:56 wrote ae_000.pth
20240913-21:04:57 wrote ae_001.pth
20240913-21:04:57 wrote ae_002.pth
20240913-21:04:58 wrote ae_003.pth
20240913-21:04:59 wrote ae_004.pth
20240913-21:04:59 wrote ae_005.pth
20240913-21:05:00 wrote ae_006.pth
20240913-21:05:01 wrote ae_007.pth
20240913-21:05:01 wrote ae_008.pth
20240913-21:05:02 wrote ae_009.pth
20240913-21:05:02 epoch_duration 2min49s next_finish 21:07:52
20240913-21:05:02 wrote state.pth
20240913-21:05:02 --- epoch 1287 ----------------------------------------
20240913-21:05:02 current_test_accuracies 0.9695 0.9748 0.9743 0.9610 0.9690 0.9336 0.9659 0.9677 0.9671 0.9659
20240913-21:05:02 time_train=7887 time_c_quizzes=9480
20240913-21:05:02 nb_c_quizzes 3118
20240913-21:05:02 training model 5 (accuracy 0.9335887432098389)
20240913-21:05:02 training model 3 (accuracy 0.9610231518745422)
20240913-21:07:05 train_loss 1287 model 3 0.01075559190079366
20240913-21:07:05 train_loss 1287 model 5 0.011261538769873368
20240913-21:07:07 test_loss 1287 model 3 0.00872311694423047
20240913-21:07:07 test_loss 1287 model 5 0.009094734525626081
20240913-21:07:39 test_accuracy 1287 model 3 nb_correct 770 / 825 (93.33%)
20240913-21:07:44 test_accuracy 1287 model 5 nb_correct 761 / 796 (95.60%)
20240913-21:07:45 wrote ae_000.pth
20240913-21:07:46 wrote ae_001.pth
20240913-21:07:46 wrote ae_002.pth
20240913-21:07:47 wrote ae_003.pth
20240913-21:07:48 wrote ae_004.pth
20240913-21:07:48 wrote ae_005.pth
20240913-21:07:49 wrote ae_006.pth
20240913-21:07:50 wrote ae_007.pth
20240913-21:07:51 wrote ae_008.pth
20240913-21:07:51 wrote ae_009.pth
20240913-21:07:51 epoch_duration 2min49s next_finish 21:10:40
20240913-21:07:51 wrote state.pth
20240913-21:07:51 --- epoch 1288 ----------------------------------------
20240913-21:07:51 current_test_accuracies 0.9695 0.9748 0.9743 0.9333 0.9690 0.9560 0.9659 0.9677 0.9671 0.9659
20240913-21:07:51 time_train=8049 time_c_quizzes=9480
20240913-21:07:51 nb_c_quizzes 3118
20240913-21:07:51 training model 3 (accuracy 0.9333333373069763)
20240913-21:07:51 training model 5 (accuracy 0.9560301303863525)
20240913-21:09:55 train_loss 1288 model 3 0.010321598198672292
20240913-21:09:55 train_loss 1288 model 5 0.01061409466252917
20240913-21:09:56 test_loss 1288 model 3 0.005413832756073589
20240913-21:09:56 test_loss 1288 model 5 0.007900894744739161
20240913-21:10:31 test_accuracy 1288 model 3 nb_correct 766 / 800 (95.75%)
20240913-21:10:32 test_accuracy 1288 model 5 nb_correct 762 / 803 (94.89%)
20240913-21:10:32 wrote ae_000.pth
20240913-21:10:33 wrote ae_001.pth
20240913-21:10:34 wrote ae_002.pth
20240913-21:10:35 wrote ae_003.pth
20240913-21:10:35 wrote ae_004.pth
20240913-21:10:36 wrote ae_005.pth
20240913-21:10:37 wrote ae_006.pth
20240913-21:10:37 wrote ae_007.pth
20240913-21:10:38 wrote ae_008.pth
20240913-21:10:39 wrote ae_009.pth
20240913-21:10:39 epoch_duration 2min47s next_finish 21:13:26
20240913-21:10:39 wrote state.pth
20240913-21:10:39 --- epoch 1289 ----------------------------------------
20240913-21:10:39 current_test_accuracies 0.9695 0.9748 0.9743 0.9575 0.9690 0.9489 0.9659 0.9677 0.9671 0.9659
20240913-21:10:39 time_train=8209 time_c_quizzes=9480
20240913-21:10:39 nb_c_quizzes 3118
20240913-21:10:39 training model 5 (accuracy 0.9489414691925049)
20240913-21:10:39 training model 3 (accuracy 0.9574999809265137)
20240913-21:12:42 train_loss 1289 model 5 0.011148055950427534
20240913-21:12:42 train_loss 1289 model 3 0.01081814572573512
20240913-21:12:44 test_loss 1289 model 5 0.009283987376511505
20240913-21:12:44 test_loss 1289 model 3 0.012986244964430682
20240913-21:13:15 test_accuracy 1289 model 3 nb_correct 767 / 801 (95.76%)
20240913-21:13:18 test_accuracy 1289 model 5 nb_correct 753 / 793 (94.96%)
20240913-21:13:19 wrote ae_000.pth
20240913-21:13:20 wrote ae_001.pth
20240913-21:13:21 wrote ae_002.pth
20240913-21:13:21 wrote ae_003.pth
20240913-21:13:22 wrote ae_004.pth
20240913-21:13:23 wrote ae_005.pth
20240913-21:13:23 wrote ae_006.pth
20240913-21:13:24 wrote ae_007.pth
20240913-21:13:25 wrote ae_008.pth
20240913-21:13:25 wrote ae_009.pth
20240913-21:13:25 epoch_duration 2min46s next_finish 21:16:12
20240913-21:13:25 wrote state.pth
20240913-21:13:25 --- epoch 1290 ----------------------------------------
20240913-21:13:25 current_test_accuracies 0.9695 0.9748 0.9743 0.9576 0.9690 0.9496 0.9659 0.9677 0.9671 0.9659
20240913-21:13:25 time_train=8368 time_c_quizzes=9480
20240913-21:13:25 nb_c_quizzes 3118
20240913-21:13:25 training model 5 (accuracy 0.9495586156845093)
20240913-21:13:25 training model 3 (accuracy 0.9575530290603638)
20240913-21:15:29 train_loss 1290 model 3 0.010790155741079615
20240913-21:15:29 train_loss 1290 model 5 0.010925449620768631
20240913-21:15:30 test_loss 1290 model 3 0.008704431662374645
20240913-21:15:30 test_loss 1290 model 5 0.00971083848038461
20240913-21:16:02 test_accuracy 1290 model 3 nb_correct 769 / 799 (96.25%)
20240913-21:16:04 test_accuracy 1290 model 5 nb_correct 776 / 812 (95.57%)
20240913-21:16:05 wrote ae_000.pth
20240913-21:16:05 wrote ae_001.pth
20240913-21:16:06 wrote ae_002.pth
20240913-21:16:07 wrote ae_003.pth
20240913-21:16:07 wrote ae_004.pth
20240913-21:16:08 wrote ae_005.pth
20240913-21:16:09 wrote ae_006.pth
20240913-21:16:10 wrote ae_007.pth
20240913-21:16:10 wrote ae_008.pth
20240913-21:16:11 wrote ae_009.pth
20240913-21:16:11 epoch_duration 2min45s next_finish 21:18:56
20240913-21:16:11 wrote state.pth
20240913-21:16:11 --- epoch 1291 ----------------------------------------
20240913-21:16:11 current_test_accuracies 0.9695 0.9748 0.9743 0.9625 0.9690 0.9557 0.9659 0.9677 0.9671 0.9659
20240913-21:16:11 time_train=8526 time_c_quizzes=9480
20240913-21:16:11 nb_c_quizzes 3118
20240913-21:16:11 training model 5 (accuracy 0.9556650519371033)
20240913-21:16:11 training model 3 (accuracy 0.9624530673027039)
20240913-21:18:15 train_loss 1291 model 3 0.01033712322734209
20240913-21:18:15 train_loss 1291 model 5 0.011340075069316299
20240913-21:18:16 test_loss 1291 model 3 0.0065442352596249975
20240913-21:18:17 test_loss 1291 model 5 0.007327831098069737
20240913-21:18:50 test_accuracy 1291 model 3 nb_correct 758 / 802 (94.51%)
20240913-21:18:53 test_accuracy 1291 model 5 nb_correct 753 / 804 (93.66%)
20240913-21:18:54 wrote ae_000.pth
20240913-21:18:55 wrote ae_001.pth
20240913-21:18:55 wrote ae_002.pth
20240913-21:18:56 wrote ae_003.pth
20240913-21:18:57 wrote ae_004.pth
20240913-21:18:57 wrote ae_005.pth
20240913-21:18:58 wrote ae_006.pth
20240913-21:18:59 wrote ae_007.pth
20240913-21:18:59 wrote ae_008.pth
20240913-21:19:00 wrote ae_009.pth
20240913-21:19:00 epoch_duration 2min49s next_finish 21:21:49
20240913-21:19:00 wrote state.pth
20240913-21:19:00 --- epoch 1292 ----------------------------------------
20240913-21:19:00 current_test_accuracies 0.9695 0.9748 0.9743 0.9451 0.9690 0.9366 0.9659 0.9677 0.9671 0.9659
20240913-21:19:00 time_train=8688 time_c_quizzes=9480
20240913-21:19:00 nb_c_quizzes 3118
20240913-21:19:00 training model 5 (accuracy 0.9365671873092651)
20240913-21:19:00 training model 3 (accuracy 0.9451371431350708)
20240913-21:21:04 train_loss 1292 model 5 0.010633130740612614
20240913-21:21:04 train_loss 1292 model 3 0.010927858434084555
20240913-21:21:05 test_loss 1292 model 5 0.007658152350023784
20240913-21:21:05 test_loss 1292 model 3 0.008781695468462658
20240913-21:21:37 test_accuracy 1292 model 5 nb_correct 774 / 810 (95.56%)
20240913-21:21:40 test_accuracy 1292 model 3 nb_correct 764 / 794 (96.22%)
20240913-21:21:41 wrote ae_000.pth
20240913-21:21:42 wrote ae_001.pth
20240913-21:21:42 wrote ae_002.pth
20240913-21:21:43 wrote ae_003.pth
20240913-21:21:44 wrote ae_004.pth
20240913-21:21:44 wrote ae_005.pth
20240913-21:21:45 wrote ae_006.pth
20240913-21:21:46 wrote ae_007.pth
20240913-21:21:46 wrote ae_008.pth
20240913-21:21:47 wrote ae_009.pth
20240913-21:21:47 epoch_duration 2min46s next_finish 21:24:34
20240913-21:21:47 wrote state.pth
20240913-21:21:47 --- epoch 1293 ----------------------------------------
20240913-21:21:47 current_test_accuracies 0.9695 0.9748 0.9743 0.9622 0.9690 0.9556 0.9659 0.9677 0.9671 0.9659
20240913-21:21:47 time_train=8848 time_c_quizzes=9480
20240913-21:21:47 nb_c_quizzes 3118
20240913-21:21:47 training model 5 (accuracy 0.9555555582046509)
20240913-21:21:47 training model 3 (accuracy 0.9622166156768799)
20240913-21:23:50 train_loss 1293 model 3 0.010791223225023714
20240913-21:23:50 train_loss 1293 model 5 0.01103513939531149
20240913-21:23:52 test_loss 1293 model 3 0.0064678063133360554
20240913-21:23:52 test_loss 1293 model 5 0.009589283846510454
20240913-21:24:24 test_accuracy 1293 model 3 nb_correct 769 / 810 (94.94%)
20240913-21:24:28 test_accuracy 1293 model 5 nb_correct 743 / 776 (95.75%)
20240913-21:24:29 wrote ae_000.pth
20240913-21:24:29 wrote ae_001.pth
20240913-21:24:30 wrote ae_002.pth
20240913-21:24:31 wrote ae_003.pth
20240913-21:24:32 wrote ae_004.pth
20240913-21:24:32 wrote ae_005.pth
20240913-21:24:33 wrote ae_006.pth
20240913-21:24:34 wrote ae_007.pth
20240913-21:24:34 wrote ae_008.pth
20240913-21:24:35 wrote ae_009.pth
20240913-21:24:35 epoch_duration 2min48s next_finish 21:27:23
20240913-21:24:35 wrote state.pth
20240913-21:24:35 --- epoch 1294 ----------------------------------------
20240913-21:24:35 current_test_accuracies 0.9695 0.9748 0.9743 0.9494 0.9690 0.9575 0.9659 0.9677 0.9671 0.9659
20240913-21:24:35 time_train=9009 time_c_quizzes=9480
20240913-21:24:35 nb_c_quizzes 3118
20240913-21:24:35 training model 3 (accuracy 0.9493827223777771)
20240913-21:24:35 training model 5 (accuracy 0.9574742317199707)
20240913-21:26:38 train_loss 1294 model 3 0.010375750994002373
20240913-21:26:39 train_loss 1294 model 5 0.011863318169261219
20240913-21:26:40 test_loss 1294 model 3 0.008266695179440831
20240913-21:26:40 test_loss 1294 model 5 0.012280382081644347
20240913-21:27:12 test_accuracy 1294 model 5 nb_correct 796 / 819 (97.19%)
20240913-21:27:13 test_accuracy 1294 model 3 nb_correct 779 / 822 (94.77%)
20240913-21:27:14 wrote ae_000.pth
20240913-21:27:14 wrote ae_001.pth
20240913-21:27:15 wrote ae_002.pth
20240913-21:27:16 wrote ae_003.pth
20240913-21:27:17 wrote ae_004.pth
20240913-21:27:17 wrote ae_005.pth
20240913-21:27:18 wrote ae_006.pth
20240913-21:27:19 wrote ae_007.pth
20240913-21:27:19 wrote ae_008.pth
20240913-21:27:20 wrote ae_009.pth
20240913-21:27:20 epoch_duration 2min44s next_finish 21:30:05
20240913-21:27:20 wrote state.pth
20240913-21:27:20 --- epoch 1295 ----------------------------------------
20240913-21:27:20 current_test_accuracies 0.9695 0.9748 0.9743 0.9477 0.9690 0.9719 0.9659 0.9677 0.9671 0.9659
20240913-21:27:20 time_train=9166 time_c_quizzes=9480
20240913-21:27:20 nb_c_quizzes 3118
20240913-21:27:20 training model 3 (accuracy 0.9476885795593262)
20240913-21:27:20 training model 9 (accuracy 0.9659090638160706)
20240913-21:29:24 train_loss 1295 model 3 0.01004053078785364
20240913-21:29:24 train_loss 1295 model 9 0.011492431556536759
20240913-21:29:25 test_loss 1295 model 3 0.007402476246051037
20240913-21:29:25 test_loss 1295 model 9 0.008126598633987214
20240913-21:30:00 test_accuracy 1295 model 9 nb_correct 800 / 839 (95.35%)
20240913-21:30:00 test_accuracy 1295 model 3 nb_correct 761 / 793 (95.96%)
20240913-21:30:01 wrote ae_000.pth
20240913-21:30:02 wrote ae_001.pth
20240913-21:30:03 wrote ae_002.pth
20240913-21:30:03 wrote ae_003.pth
20240913-21:30:04 wrote ae_004.pth
20240913-21:30:05 wrote ae_005.pth
20240913-21:30:05 wrote ae_006.pth
20240913-21:30:06 wrote ae_007.pth
20240913-21:30:07 wrote ae_008.pth
20240913-21:30:07 wrote ae_009.pth
20240913-21:30:07 epoch_duration 2min47s next_finish 21:32:55
20240913-21:30:07 wrote state.pth
20240913-21:30:07 --- epoch 1296 ----------------------------------------
20240913-21:30:07 current_test_accuracies 0.9695 0.9748 0.9743 0.9596 0.9690 0.9719 0.9659 0.9677 0.9671 0.9535
20240913-21:30:07 time_train=9326 time_c_quizzes=9480
20240913-21:30:07 nb_c_quizzes 3118
20240913-21:30:07 training model 9 (accuracy 0.9535160660743713)
20240913-21:30:07 training model 3 (accuracy 0.9596469402313232)
20240913-21:32:11 train_loss 1296 model 9 0.011161542827837366
20240913-21:32:11 train_loss 1296 model 3 0.010503952860493883
20240913-21:32:13 test_loss 1296 model 9 0.007538303927140078
20240913-21:32:13 test_loss 1296 model 3 0.005685839207018262
20240913-21:32:47 test_accuracy 1296 model 3 nb_correct 764 / 800 (95.50%)
20240913-21:32:52 test_accuracy 1296 model 9 nb_correct 746 / 791 (94.31%)
20240913-21:32:53 wrote ae_000.pth
20240913-21:32:53 wrote ae_001.pth
20240913-21:32:54 wrote ae_002.pth
20240913-21:32:55 wrote ae_003.pth
20240913-21:32:55 wrote ae_004.pth
20240913-21:32:56 wrote ae_005.pth
20240913-21:32:57 wrote ae_006.pth
20240913-21:32:57 wrote ae_007.pth
20240913-21:32:58 wrote ae_008.pth
20240913-21:32:59 wrote ae_009.pth
20240913-21:32:59 epoch_duration 2min51s next_finish 21:35:50
20240913-21:32:59 wrote state.pth
20240913-21:32:59 --- epoch 1297 ----------------------------------------
20240913-21:32:59 current_test_accuracies 0.9695 0.9748 0.9743 0.9550 0.9690 0.9719 0.9659 0.9677 0.9671 0.9431
20240913-21:32:59 time_train=9490 time_c_quizzes=9480
20240913-21:32:59 nb_c_quizzes 3118
20240913-21:32:59 training model 9 (accuracy 0.9431099891662598)
20240913-21:32:59 training model 3 (accuracy 0.9549999833106995)
20240913-21:35:02 train_loss 1297 model 3 0.010789939568510135
20240913-21:35:02 train_loss 1297 model 9 0.010927183884108672
20240913-21:35:04 test_loss 1297 model 3 0.009434118985502948
20240913-21:35:04 test_loss 1297 model 9 0.004922965349294373
20240913-21:35:39 test_accuracy 1297 model 9 nb_correct 768 / 808 (95.05%)
20240913-21:35:40 test_accuracy 1297 model 3 nb_correct 742 / 798 (92.98%)
20240913-21:35:41 wrote ae_000.pth
20240913-21:35:41 wrote ae_001.pth
20240913-21:35:42 wrote ae_002.pth
20240913-21:35:43 wrote ae_003.pth
20240913-21:35:43 wrote ae_004.pth
20240913-21:35:44 wrote ae_005.pth
20240913-21:35:45 wrote ae_006.pth
20240913-21:35:45 wrote ae_007.pth
20240913-21:35:46 wrote ae_008.pth
20240913-21:35:47 wrote ae_009.pth
20240913-21:35:47 epoch_duration 2min47s next_finish 21:38:35
20240913-21:35:47 wrote state.pth
20240913-21:35:47 --- epoch 1298 ----------------------------------------
20240913-21:35:47 current_test_accuracies 0.9695 0.9748 0.9743 0.9298 0.9690 0.9719 0.9659 0.9677 0.9671 0.9505
20240913-21:35:47 time_train=9651 time_c_quizzes=9480
20240913-21:35:47 nb_c_quizzes 3118
20240913-21:35:47 training model 3 (accuracy 0.9298245906829834)
20240913-21:35:47 training model 9 (accuracy 0.9504950642585754)
20240913-21:37:50 train_loss 1298 model 3 0.010836726517687566
20240913-21:37:50 train_loss 1298 model 9 0.011287915045952104
20240913-21:37:52 test_loss 1298 model 3 0.004499776184388793
20240913-21:37:52 test_loss 1298 model 9 0.008533839105854212
20240913-21:38:28 test_accuracy 1298 model 3 nb_correct 756 / 788 (95.94%)
20240913-21:38:29 test_accuracy 1298 model 9 nb_correct 761 / 800 (95.12%)
20240913-21:38:30 wrote ae_000.pth
20240913-21:38:31 wrote ae_001.pth
20240913-21:38:31 wrote ae_002.pth
20240913-21:38:32 wrote ae_003.pth
20240913-21:38:33 wrote ae_004.pth
20240913-21:38:33 wrote ae_005.pth
20240913-21:38:34 wrote ae_006.pth
20240913-21:38:35 wrote ae_007.pth
20240913-21:38:35 wrote ae_008.pth
20240913-21:38:36 wrote ae_009.pth
20240913-21:38:36 epoch_duration 2min49s next_finish 21:41:26
20240913-21:38:36 wrote state.pth
20240913-21:38:36 --- epoch 1299 ----------------------------------------
20240913-21:38:36 current_test_accuracies 0.9695 0.9748 0.9743 0.9594 0.9690 0.9719 0.9659 0.9677 0.9671 0.9513
20240913-21:38:36 time_train=9813 time_c_quizzes=9480
20240913-21:38:36 dummy tensor([0.9389])
20240913-21:38:36 dummy tensor([0.1559])
20240913-21:38:47 nb_generated 0 model 2 (finishes ??? -- 0/h)
20240913-21:38:49 nb_generated 1 model 0 (finishes ??? -- 0/h)
20240913-21:38:56 nb_generated 2 model 2 (finishes Sat 04:26 -- 183/h)
20240913-21:38:57 nb_generated 3 model 6 (finishes Sat 05:02 -- 169/h)
20240913-21:39:04 nb_generated 5 model 3 (finishes Sat 00:05 -- 509/h)
20240913-21:39:12 nb_generated 6 model 9 (finishes Sat 03:48 -- 202/h)
20240913-21:39:13 nb_generated 9 model 2 (finishes Fri 23:27 -- 691/h)
20240913-21:39:29 nb_generated 8 model 7 (finishes Sat 02:12 -- 273/h)
20240913-21:39:31 nb_generated 12 model 9 (finishes Fri 23:44 -- 596/h)
20240913-21:39:41 nb_generated 8 model 3 (finishes Sat 03:13 -- 223/h)
20240913-21:39:43 nb_generated 14 model 6 (finishes Fri 23:45 -- 590/h)
20240913-21:39:52 nb_generated 8 model 8 (finishes Sat 04:15 -- 188/h)
20240913-21:39:53 nb_generated 15 model 6 (finishes Fri 23:52 -- 560/h)
20240913-21:40:02 nb_generated 9 model 4 (finishes Sat 05:07 -- 167/h)
20240913-21:40:05 nb_generated 16 model 2 (finishes Sat 00:13 -- 485/h)
20240913-21:40:14 nb_generated 16 model 8 (finishes Sat 00:29 -- 439/h)
20240913-21:40:16 nb_generated 9 model 6 (finishes Sat 06:16 -- 144/h)
20240913-21:40:22 nb_generated 11 model 5 (finishes Sat 03:47 -- 203/h)
20240913-21:40:24 nb_generated 19 model 6 (finishes Sat 00:08 -- 501/h)
20240913-21:40:30 nb_generated 12 model 5 (finishes Sat 03:17 -- 221/h)
20240913-21:40:30 nb_generated 20 model 1 (finishes Sat 00:07 -- 504/h)
20240913-21:40:47 nb_generated 23 model 9 (finishes Sat 00:09 -- 495/h)
20240913-21:40:54 nb_generated 12 model 8 (finishes Sat 04:27 -- 183/h)
20240913-21:40:57 nb_generated 23 model 9 (finishes Sat 00:21 -- 459/h)
20240913-21:41:00 nb_generated 14 model 2 (finishes Sat 03:12 -- 224/h)
20240913-21:41:08 nb_generated 23 model 7 (finishes Sat 00:33 -- 428/h)
20240913-21:41:16 nb_generated 16 model 8 (finishes Sat 03:10 -- 225/h)
20240913-21:41:18 nb_generated 23 model 7 (finishes Sat 00:45 -- 401/h)
20240913-21:41:24 nb_generated 26 model 1 (finishes Sat 00:33 -- 429/h)
20240913-21:41:32 nb_generated 17 model 8 (finishes Sat 03:10 -- 225/h)
20240913-21:41:33 nb_generated 27 model 1 (finishes Sat 00:33 -- 428/h)
20240913-21:41:40 nb_generated 17 model 9 (finishes Sat 03:27 -- 215/h)
20240913-21:41:42 nb_generated 28 model 0 (finishes Sat 00:35 -- 425/h)
20240913-21:41:49 nb_generated 19 model 0 (finishes Sat 02:47 -- 243/h)
20240913-21:41:56 nb_generated 20 model 4 (finishes Sat 02:36 -- 252/h)
20240913-21:42:00 nb_generated 31 model 3 (finishes Sat 00:28 -- 442/h)
20240913-21:42:08 nb_generated 35 model 2 (finishes Sat 00:11 -- 492/h)
20240913-21:42:11 nb_generated 22 model 9 (finishes Sat 02:37 -- 250/h)
20240913-21:42:19 nb_generated 36 model 9 (finishes Sat 00:18 -- 468/h)
20240913-21:42:29 nb_generated 22 model 8 (finishes Sat 03:02 -- 231/h)
20240913-21:42:29 nb_generated 38 model 9 (finishes Sat 00:20 -- 463/h)
20240913-21:42:36 nb_generated 40 model 5 (finishes Sat 00:14 -- 479/h)
20240913-21:42:41 nb_generated 23 model 3 (finishes Sat 03:18 -- 220/h)
20240913-21:42:43 nb_generated 44 model 4 (finishes Sat 00:05 -- 510/h)
20240913-21:42:50 nb_generated 46 model 1 (finishes Sat 00:01 -- 523/h)
20240913-21:42:55 nb_generated 26 model 8 (finishes Sat 02:37 -- 250/h)
20240913-21:43:01 nb_generated 48 model 1 (finishes Sat 00:03 -- 516/h)
20240913-21:43:06 nb_generated 29 model 1 (finishes Sat 02:20 -- 266/h)
20240913-21:43:11 nb_generated 50 model 2 (finishes Sat 00:05 -- 510/h)
20240913-21:43:13 nb_generated 32 model 1 (finishes Sat 01:49 -- 298/h)
20240913-21:43:23 nb_generated 34 model 2 (finishes Sat 01:37 -- 313/h)
20240913-21:43:25 nb_generated 50 model 6 (finishes Sat 00:13 -- 485/h)
20240913-21:43:31 nb_generated 39 model 9 (finishes Sat 01:03 -- 366/h)
20240913-21:43:39 nb_generated 39 model 1 (finishes Sat 01:08 -- 357/h)
20240913-21:43:43 nb_generated 50 model 8 (finishes Sat 00:22 -- 458/h)
20240913-21:43:50 nb_generated 40 model 6 (finishes Sat 01:09 -- 355/h)
20240913-21:43:56 nb_generated 52 model 0 (finishes Sat 00:21 -- 461/h)
20240913-21:44:04 nb_generated 40 model 4 (finishes Sat 01:18 -- 340/h)
20240913-21:44:07 nb_generated 54 model 9 (finishes Sat 00:22 -- 457/h)
20240913-21:44:16 nb_generated 57 model 6 (finishes Sat 00:23 -- 455/h)
20240913-21:44:17 nb_generated 41 model 5 (finishes Sat 01:20 -- 337/h)
20240913-21:44:26 nb_generated 43 model 4 (finishes Sat 01:19 -- 339/h)
20240913-21:44:28 nb_generated 59 model 4 (finishes Sat 00:21 -- 459/h)
20240913-21:44:38 nb_generated 44 model 3 (finishes Sat 01:20 -- 338/h)
20240913-21:44:39 nb_generated 59 model 6 (finishes Sat 00:26 -- 446/h)
20240913-21:44:47 nb_generated 61 model 1 (finishes Sat 00:26 -- 446/h)
20240913-21:44:53 nb_generated 45 model 6 (finishes Sat 01:22 -- 334/h)
20240913-21:44:56 nb_generated 63 model 1 (finishes Sat 00:23 -- 455/h)
20240913-21:45:01 nb_generated 46 model 5 (finishes Sat 01:21 -- 336/h)
20240913-21:45:06 nb_generated 66 model 2 (finishes Sat 00:21 -- 461/h)
20240913-21:45:10 nb_generated 48 model 4 (finishes Sat 01:20 -- 338/h)
20240913-21:45:15 nb_generated 68 model 6 (finishes Sat 00:18 -- 469/h)
20240913-21:45:20 nb_generated 48 model 2 (finishes Sat 01:26 -- 329/h)
20240913-21:45:27 nb_generated 72 model 8 (finishes Sat 00:17 -- 473/h)
20240913-21:45:31 nb_generated 55 model 1 (finishes Sat 00:59 -- 372/h)
20240913-21:45:40 nb_generated 72 model 9 (finishes Sat 00:22 -- 458/h)
20240913-21:45:40 nb_generated 57 model 1 (finishes Sat 00:59 -- 373/h)
20240913-21:45:49 nb_generated 76 model 4 (finishes Sat 00:14 -- 482/h)
20240913-21:45:59 nb_generated 58 model 8 (finishes Sat 01:03 -- 366/h)
20240913-21:46:03 nb_generated 77 model 3 (finishes Sat 00:16 -- 475/h)
20240913-21:46:07 nb_generated 60 model 3 (finishes Sat 01:02 -- 367/h)
20240913-21:46:15 nb_generated 77 model 6 (finishes Sat 00:20 -- 463/h)
20240913-21:46:22 nb_generated 62 model 0 (finishes Sat 01:00 -- 371/h)
20240913-21:46:23 nb_generated 81 model 5 (finishes Sat 00:13 -- 485/h)
20240913-21:46:29 nb_generated 82 model 1 (finishes Sat 00:14 -- 480/h)
20240913-21:46:30 nb_generated 64 model 6 (finishes Sat 00:56 -- 379/h)
20240913-21:46:36 nb_generated 84 model 5 (finishes Sat 00:12 -- 488/h)
20240913-21:46:45 nb_generated 87 model 1 (finishes Sat 00:08 -- 501/h)
20240913-21:46:49 nb_generated 65 model 6 (finishes Sat 00:59 -- 372/h)
20240913-21:46:51 nb_generated 88 model 5 (finishes Sat 00:07 -- 502/h)
20240913-21:46:59 nb_generated 90 model 1 (finishes Sat 00:06 -- 508/h)
20240913-21:47:00 nb_generated 71 model 4 (finishes Sat 00:53 -- 385/h)
20240913-21:47:09 nb_generated 72 model 9 (finishes Sat 00:56 -- 379/h)
20240913-21:47:14 nb_generated 91 model 8 (finishes Sat 00:10 -- 493/h)
20240913-21:47:14 nb_generated 72 model 5 (finishes Sat 00:58 -- 375/h)
20240913-21:47:23 nb_generated 72 model 1 (finishes Sat 01:01 -- 369/h)
20240913-21:47:25 nb_generated 94 model 6 (finishes Sat 00:09 -- 497/h)
20240913-21:47:37 nb_generated 72 model 0 (finishes Sat 01:07 -- 359/h)
20240913-21:47:40 nb_generated 94 model 7 (finishes Sat 00:13 -- 483/h)
20240913-21:47:44 nb_generated 73 model 1 (finishes Sat 01:06 -- 361/h)
20240913-21:47:47 nb_generated 96 model 4 (finishes Sat 00:13 -- 483/h)
20240913-21:47:50 nb_generated 75 model 5 (finishes Sat 01:04 -- 363/h)
20240913-21:48:02 nb_generated 98 model 4 (finishes Sat 00:13 -- 483/h)
20240913-21:48:05 nb_generated 76 model 7 (finishes Sat 01:06 -- 360/h)
20240913-21:48:13 nb_generated 80 model 4 (finishes Sat 00:58 -- 374/h)
20240913-21:48:20 nb_generated 98 model 3 (finishes Sat 00:18 -- 468/h)
20240913-21:48:23 nb_generated 85 model 4 (finishes Sat 00:49 -- 392/h)
20240913-21:48:34 nb_generated 87 model 2 (finishes Sat 00:47 -- 397/h)
20240913-21:48:36 nb_generated 98 model 8 (finishes Sat 00:23 -- 455/h)
20240913-21:48:43 nb_generated 89 model 7 (finishes Sat 00:47 -- 397/h)
20240913-21:48:50 nb_generated 90 model 1 (finishes Sat 00:46 -- 398/h)
20240913-21:48:56 nb_generated 92 model 1 (finishes Sat 00:45 -- 400/h)
20240913-21:49:01 nb_generated 98 model 8 (finishes Sat 00:29 -- 438/h)
20240913-21:49:06 nb_generated 92 model 0 (finishes Sat 00:48 -- 394/h)
20240913-21:49:16 nb_generated 98 model 6 (finishes Sat 00:33 -- 427/h)
20240913-21:49:20 nb_generated 94 model 0 (finishes Sat 00:47 -- 396/h)
20240913-21:49:26 nb_generated 102 model 5 (finishes Sat 00:29 -- 437/h)
20240913-21:49:32 nb_generated 95 model 9 (finishes Sat 00:48 -- 395/h)
20240913-21:49:41 nb_generated 97 model 9 (finishes Sat 00:48 -- 395/h)
20240913-21:49:43 nb_generated 102 model 7 (finishes Sat 00:34 -- 426/h)
20240913-21:49:48 nb_generated 102 model 1 (finishes Sat 00:35 -- 423/h)
20240913-21:49:57 nb_generated 99 model 8 (finishes Sat 00:47 -- 396/h)
20240913-21:50:01 nb_generated 105 model 4 (finishes Sat 00:34 -- 425/h)
20240913-21:50:09 nb_generated 101 model 6 (finishes Sat 00:45 -- 400/h)
20240913-21:50:11 nb_generated 106 model 2 (finishes Sat 00:37 -- 419/h)
20240913-21:50:20 nb_generated 102 model 0 (finishes Sat 00:49 -- 393/h)
20240913-21:50:27 nb_generated 102 model 2 (finishes Sat 00:51 -- 389/h)
20240913-21:50:28 nb_generated 107 model 8 (finishes Sat 00:39 -- 414/h)
20240913-21:50:36 nb_generated 109 model 4 (finishes Sat 00:39 -- 415/h)
20240913-21:50:37 nb_generated 105 model 5 (finishes Sat 00:46 -- 399/h)
20240913-21:50:48 nb_generated 105 model 3 (finishes Sat 00:49 -- 393/h)
20240913-21:50:49 nb_generated 113 model 4 (finishes Sat 00:36 -- 422/h)
20240913-21:51:01 nb_generated 116 model 4 (finishes Sat 00:32 -- 430/h)
20240913-21:51:06 nb_generated 108 model 9 (finishes Sat 00:49 -- 393/h)
20240913-21:51:08 nb_generated 121 model 4 (finishes Sat 00:25 -- 449/h)
20240913-21:51:20 nb_generated 124 model 2 (finishes Sat 00:24 -- 452/h)
20240913-21:51:21 nb_generated 111 model 0 (finishes Sat 00:50 -- 390/h)
20240913-21:51:30 nb_generated 126 model 7 (finishes Sat 00:23 -- 455/h)
20240913-21:51:31 nb_generated 113 model 1 (finishes Sat 00:50 -- 390/h)
20240913-21:51:38 nb_generated 113 model 5 (finishes Sat 00:52 -- 386/h)
20240913-21:51:53 nb_generated 115 model 7 (finishes Sat 00:51 -- 388/h)
20240913-21:51:56 nb_generated 126 model 8 (finishes Sat 00:28 -- 441/h)
20240913-21:52:04 nb_generated 128 model 1 (finishes Sat 00:26 -- 445/h)
20240913-21:52:07 nb_generated 120 model 3 (finishes Sat 00:46 -- 399/h)
20240913-21:52:10 nb_generated 131 model 0 (finishes Sat 00:24 -- 451/h)
20240913-21:52:16 nb_generated 121 model 0 (finishes Sat 00:46 -- 399/h)
20240913-21:52:18 nb_generated 132 model 4 (finishes Sat 00:24 -- 451/h)
20240913-21:52:22 nb_generated 122 model 1 (finishes Sat 00:45 -- 400/h)
20240913-21:52:24 nb_generated 136 model 1 (finishes Sat 00:22 -- 456/h)
20240913-21:52:33 nb_generated 123 model 9 (finishes Sat 00:46 -- 400/h)
20240913-21:52:34 nb_generated 139 model 0 (finishes Sat 00:20 -- 463/h)
20240913-21:52:45 nb_generated 123 model 2 (finishes Sat 00:48 -- 394/h)
20240913-21:52:45 nb_generated 142 model 9 (finishes Sat 00:17 -- 470/h)
20240913-21:52:59 nb_generated 142 model 3 (finishes Sat 00:20 -- 463/h)
20240913-21:53:02 nb_generated 124 model 0 (finishes Sat 00:50 -- 390/h)
20240913-21:53:12 nb_generated 142 model 0 (finishes Sat 00:22 -- 456/h)
20240913-21:53:16 nb_generated 124 model 6 (finishes Sat 00:53 -- 384/h)
20240913-21:53:25 nb_generated 144 model 7 (finishes Sat 00:23 -- 453/h)
20240913-21:53:31 nb_generated 126 model 8 (finishes Sat 00:52 -- 386/h)
20240913-21:53:32 nb_generated 147 model 2 (finishes Sat 00:22 -- 458/h)
20240913-21:53:41 nb_generated 127 model 0 (finishes Sat 00:54 -- 381/h)
20240913-21:53:43 nb_generated 147 model 7 (finishes Sat 00:24 -- 452/h)
20240913-21:53:49 nb_generated 149 model 5 (finishes Sat 00:25 -- 449/h)
20240913-21:53:51 nb_generated 128 model 7 (finishes Sat 00:55 -- 381/h)
20240913-21:54:02 nb_generated 152 model 8 (finishes Sat 00:24 -- 451/h)
20240913-21:54:04 nb_generated 130 model 9 (finishes Sat 00:53 -- 384/h)
20240913-21:54:13 nb_generated 154 model 2 (finishes Sat 00:25 -- 449/h)
20240913-21:54:14 nb_generated 133 model 5 (finishes Sat 00:50 -- 391/h)
20240913-21:54:23 nb_generated 156 model 5 (finishes Sat 00:24 -- 452/h)
20240913-21:54:26 nb_generated 133 model 7 (finishes Sat 00:52 -- 386/h)
20240913-21:54:32 nb_generated 159 model 2 (finishes Sat 00:21 -- 459/h)
20240913-21:54:46 nb_generated 160 model 3 (finishes Sat 00:22 -- 456/h)
20240913-21:54:52 nb_generated 135 model 8 (finishes Sat 00:56 -- 379/h)
20240913-21:55:00 nb_generated 161 model 0 (finishes Sat 00:25 -- 450/h)
20240913-21:55:02 nb_generated 136 model 0 (finishes Sat 00:56 -- 379/h)
20240913-21:55:12 nb_generated 138 model 4 (finishes Sat 00:56 -- 379/h)
20240913-21:55:17 nb_generated 162 model 7 (finishes Sat 00:26 -- 446/h)
20240913-21:55:22 nb_generated 138 model 3 (finishes Sat 00:58 -- 375/h)
20240913-21:55:24 nb_generated 164 model 2 (finishes Sat 00:25 -- 450/h)
20240913-21:55:33 nb_generated 140 model 0 (finishes Sat 00:56 -- 378/h)
20240913-21:55:36 nb_generated 166 model 6 (finishes Sat 00:24 -- 451/h)
20240913-21:55:44 nb_generated 140 model 9 (finishes Sat 00:58 -- 374/h)
20240913-21:55:48 nb_generated 168 model 0 (finishes Sat 00:23 -- 453/h)
20240913-21:55:52 nb_generated 143 model 4 (finishes Sat 00:54 -- 382/h)
20240913-21:56:02 nb_generated 143 model 0 (finishes Sat 00:56 -- 378/h)
20240913-21:56:02 nb_generated 169 model 8 (finishes Sat 00:24 -- 450/h)
20240913-21:56:09 nb_generated 146 model 1 (finishes Sat 00:56 -- 379/h)
20240913-21:56:12 nb_generated 173 model 1 (finishes Sat 00:21 -- 460/h)
20240913-21:56:18 nb_generated 147 model 2 (finishes Sat 00:56 -- 379/h)
20240913-21:56:25 nb_generated 174 model 0 (finishes Sat 00:22 -- 457/h)
20240913-21:56:27 nb_generated 149 model 5 (finishes Sat 00:56 -- 379/h)
20240913-21:56:38 nb_generated 176 model 4 (finishes Sat 00:21 -- 459/h)
20240913-21:56:45 nb_generated 153 model 8 (finishes Sat 00:54 -- 383/h)
20240913-21:56:46 nb_generated 177 model 2 (finishes Sat 00:21 -- 459/h)
20240913-21:56:56 nb_generated 155 model 1 (finishes Sat 00:52 -- 386/h)
20240913-21:57:05 nb_generated 178 model 0 (finishes Sat 00:23 -- 454/h)
20240913-21:57:14 nb_generated 184 model 2 (finishes Sat 00:22 -- 457/h)
20240913-21:57:18 nb_generated 156 model 8 (finishes Sat 00:54 -- 381/h)
20240913-21:57:25 nb_generated 157 model 1 (finishes Sat 00:54 -- 382/h)
20240913-21:57:26 nb_generated 186 model 1 (finishes Sat 00:22 -- 459/h)
20240913-21:57:38 nb_generated 158 model 7 (finishes Sat 00:55 -- 381/h)
20240913-21:57:41 nb_generated 187 model 8 (finishes Sat 00:23 -- 456/h)
20240913-21:57:49 nb_generated 159 model 1 (finishes Sat 00:57 -- 377/h)
20240913-21:57:53 nb_generated 189 model 6 (finishes Sat 00:23 -- 454/h)
20240913-21:58:01 nb_generated 191 model 1 (finishes Sat 00:23 -- 454/h)
20240913-21:58:04 nb_generated 160 model 9 (finishes Sat 00:58 -- 376/h)
20240913-21:58:11 nb_generated 163 model 5 (finishes Sat 00:54 -- 383/h)
20240913-21:58:14 nb_generated 191 model 7 (finishes Sat 00:25 -- 449/h)
20240913-21:58:23 nb_generated 167 model 9 (finishes Sat 00:50 -- 391/h)
20240913-21:58:25 nb_generated 193 model 9 (finishes Sat 00:24 -- 451/h)
20240913-21:58:34 nb_generated 169 model 6 (finishes Sat 00:49 -- 393/h)
20240913-21:58:35 nb_generated 195 model 2 (finishes Sat 00:24 -- 453/h)
20240913-21:58:45 nb_generated 173 model 4 (finishes Sat 00:46 -- 399/h)
20240913-21:58:47 nb_generated 197 model 9 (finishes Sat 00:24 -- 451/h)
20240913-21:58:59 nb_generated 197 model 6 (finishes Sat 00:26 -- 447/h)
20240913-21:59:00 nb_generated 175 model 4 (finishes Sat 00:46 -- 399/h)
20240913-21:59:09 nb_generated 181 model 5 (finishes Sat 00:40 -- 411/h)
20240913-21:59:14 nb_generated 199 model 7 (finishes Sat 00:27 -- 445/h)
20240913-21:59:17 nb_generated 182 model 4 (finishes Sat 00:41 -- 409/h)
20240913-21:59:23 nb_generated 185 model 1 (finishes Sat 00:40 -- 412/h)
20240913-21:59:33 nb_generated 189 model 2 (finishes Sat 00:36 -- 421/h)
20240913-21:59:37 nb_generated 199 model 8 (finishes Sat 00:30 -- 436/h)
20240913-21:59:42 nb_generated 192 model 9 (finishes Sat 00:36 -- 420/h)
20240913-21:59:51 nb_generated 200 model 3 (finishes Sat 00:31 -- 434/h)
20240913-21:59:58 nb_generated 192 model 8 (finishes Sat 00:39 -- 415/h)
20240913-21:59:59 nb_generated 203 model 5 (finishes Sat 00:29 -- 437/h)
20240913-22:00:09 nb_generated 193 model 6 (finishes Sat 00:39 -- 414/h)
20240913-22:00:11 nb_generated 204 model 6 (finishes Sat 00:30 -- 436/h)
20240913-22:00:21 nb_generated 194 model 6 (finishes Sat 00:39 -- 413/h)
20240913-22:00:24 nb_generated 205 model 8 (finishes Sat 00:31 -- 434/h)
20240913-22:00:30 nb_generated 199 model 4 (finishes Sat 00:37 -- 419/h)
20240913-22:00:34 nb_generated 207 model 4 (finishes Sat 00:30 -- 437/h)
20240913-22:00:41 nb_generated 212 model 4 (finishes Sat 00:26 -- 445/h)
20240913-22:00:53 nb_generated 215 model 2 (finishes Sat 00:26 -- 447/h)
20240913-22:00:55 nb_generated 199 model 8 (finishes Sat 00:40 -- 411/h)
20240913-22:00:59 nb_generated 218 model 5 (finishes Sat 00:24 -- 453/h)
20240913-22:01:02 nb_generated 201 model 2 (finishes Sat 00:40 -- 411/h)
20240913-22:01:09 nb_generated 218 model 0 (finishes Sat 00:25 -- 449/h)
20240913-22:01:13 nb_generated 202 model 7 (finishes Sat 00:40 -- 411/h)
20240913-22:01:15 nb_generated 219 model 4 (finishes Sat 00:25 -- 450/h)
20240913-22:01:20 nb_generated 208 model 2 (finishes Sat 00:38 -- 417/h)
20240913-22:01:21 nb_generated 219 model 2 (finishes Sat 00:25 -- 448/h)
20240913-22:01:28 nb_generated 210 model 2 (finishes Sat 00:38 -- 417/h)
20240913-22:01:29 nb_generated 223 model 0 (finishes Sat 00:22 -- 456/h)
20240913-22:01:41 nb_generated 211 model 8 (finishes Sat 00:40 -- 413/h)
20240913-22:01:43 nb_generated 225 model 4 (finishes Sat 00:23 -- 454/h)
20240913-22:01:49 nb_generated 211 model 7 (finishes Sat 00:41 -- 411/h)
20240913-22:01:52 nb_generated 227 model 1 (finishes Sat 00:23 -- 454/h)
20240913-22:02:00 nb_generated 211 model 3 (finishes Sat 00:42 -- 407/h)
20240913-22:02:02 nb_generated 227 model 4 (finishes Sat 00:24 -- 450/h)
20240913-22:02:08 nb_generated 214 model 2 (finishes Sat 00:40 -- 413/h)
20240913-22:02:11 nb_generated 228 model 1 (finishes Sat 00:25 -- 450/h)
20240913-22:02:16 nb_generated 215 model 5 (finishes Sat 00:40 -- 413/h)
20240913-22:02:20 nb_generated 229 model 3 (finishes Sat 00:25 -- 450/h)
20240913-22:02:24 nb_generated 216 model 5 (finishes Sat 00:39 -- 413/h)
20240913-22:02:30 nb_generated 231 model 3 (finishes Sat 00:25 -- 449/h)
20240913-22:02:31 nb_generated 217 model 4 (finishes Sat 00:39 -- 414/h)
20240913-22:02:37 nb_generated 218 model 1 (finishes Sat 00:39 -- 414/h)
20240913-22:02:44 nb_generated 232 model 4 (finishes Sat 00:27 -- 445/h)
20240913-22:02:51 nb_generated 219 model 7 (finishes Sat 00:40 -- 413/h)
20240913-22:02:55 nb_generated 236 model 5 (finishes Sat 00:24 -- 451/h)
20240913-22:03:00 nb_generated 221 model 6 (finishes Sat 00:40 -- 413/h)
20240913-22:03:11 nb_generated 237 model 0 (finishes Sat 00:25 -- 449/h)
20240913-22:03:12 nb_generated 221 model 8 (finishes Sat 00:41 -- 409/h)
20240913-22:03:23 nb_generated 238 model 2 (finishes Sat 00:26 -- 447/h)
20240913-22:03:31 nb_generated 223 model 8 (finishes Sat 00:41 -- 409/h)
20240913-22:03:38 nb_generated 244 model 7 (finishes Sat 00:22 -- 457/h)
20240913-22:03:44 nb_generated 223 model 8 (finishes Sat 00:43 -- 406/h)
20240913-22:03:45 nb_generated 245 model 2 (finishes Sat 00:23 -- 455/h)
20240913-22:03:50 nb_generated 226 model 1 (finishes Sat 00:41 -- 409/h)
20240913-22:03:58 nb_generated 249 model 0 (finishes Sat 00:21 -- 459/h)
20240913-22:04:02 nb_generated 226 model 3 (finishes Sat 00:43 -- 405/h)
20240913-22:04:10 nb_generated 249 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:04:11 nb_generated 229 model 4 (finishes Sat 00:42 -- 408/h)
20240913-22:04:19 nb_generated 231 model 2 (finishes Sat 00:42 -- 408/h)
20240913-22:04:21 nb_generated 249 model 2 (finishes Sat 00:24 -- 452/h)
20240913-22:04:31 nb_generated 251 model 6 (finishes Sat 00:23 -- 453/h)
20240913-22:04:35 nb_generated 231 model 3 (finishes Sat 00:44 -- 404/h)
20240913-22:04:44 nb_generated 253 model 8 (finishes Sat 00:23 -- 454/h)
20240913-22:04:48 nb_generated 234 model 4 (finishes Sat 00:42 -- 407/h)
20240913-22:04:56 nb_generated 255 model 6 (finishes Sat 00:23 -- 455/h)
20240913-22:05:03 nb_generated 234 model 0 (finishes Sat 00:44 -- 403/h)
20240913-22:05:07 nb_generated 258 model 0 (finishes Sat 00:21 -- 459/h)
20240913-22:05:16 nb_generated 234 model 0 (finishes Sat 00:45 -- 400/h)
20240913-22:05:19 nb_generated 258 model 7 (finishes Sat 00:23 -- 455/h)
20240913-22:05:26 nb_generated 261 model 5 (finishes Sat 00:21 -- 460/h)
20240913-22:05:34 nb_generated 235 model 7 (finishes Sat 00:46 -- 398/h)
20240913-22:05:40 nb_generated 262 model 0 (finishes Sat 00:22 -- 459/h)
20240913-22:05:50 nb_generated 262 model 9 (finishes Sat 00:23 -- 456/h)
20240913-22:05:53 nb_generated 238 model 8 (finishes Sat 00:45 -- 400/h)
20240913-22:06:00 nb_generated 263 model 6 (finishes Sat 00:23 -- 455/h)
20240913-22:06:02 nb_generated 238 model 3 (finishes Sat 00:47 -- 398/h)
20240913-22:06:10 nb_generated 240 model 7 (finishes Sat 00:45 -- 400/h)
20240913-22:06:12 nb_generated 266 model 4 (finishes Sat 00:22 -- 456/h)
20240913-22:06:20 nb_generated 241 model 0 (finishes Sat 00:46 -- 400/h)
20240913-22:06:25 nb_generated 268 model 2 (finishes Sat 00:22 -- 457/h)
20240913-22:06:35 nb_generated 269 model 3 (finishes Sat 00:22 -- 456/h)
20240913-22:06:37 nb_generated 243 model 9 (finishes Sat 00:45 -- 400/h)
20240913-22:06:45 nb_generated 271 model 3 (finishes Sat 00:23 -- 456/h)
20240913-22:06:50 nb_generated 244 model 9 (finishes Sat 00:46 -- 399/h)
20240913-22:06:59 nb_generated 247 model 9 (finishes Sat 00:45 -- 401/h)
20240913-22:06:59 nb_generated 273 model 3 (finishes Sat 00:23 -- 454/h)
20240913-22:07:05 nb_generated 273 model 3 (finishes Sat 00:24 -- 453/h)
20240913-22:07:08 nb_generated 251 model 6 (finishes Sat 00:42 -- 408/h)
20240913-22:07:15 nb_generated 254 model 5 (finishes Sat 00:42 -- 408/h)
20240913-22:07:15 nb_generated 277 model 2 (finishes Sat 00:22 -- 456/h)
20240913-22:07:25 nb_generated 257 model 2 (finishes Sat 00:41 -- 410/h)
20240913-22:07:25 nb_generated 277 model 0 (finishes Sat 00:23 -- 453/h)
20240913-22:07:31 nb_generated 258 model 2 (finishes Sat 00:41 -- 410/h)
20240913-22:07:42 nb_generated 279 model 9 (finishes Sat 00:23 -- 453/h)
20240913-22:07:43 nb_generated 264 model 9 (finishes Sat 00:36 -- 420/h)
20240913-22:07:52 nb_generated 265 model 4 (finishes Sat 00:37 -- 418/h)
20240913-22:07:58 nb_generated 282 model 0 (finishes Sat 00:23 -- 453/h)
20240913-22:08:00 nb_generated 267 model 4 (finishes Sat 00:36 -- 420/h)
20240913-22:08:06 nb_generated 269 model 5 (finishes Sat 00:36 -- 421/h)
20240913-22:08:14 nb_generated 282 model 8 (finishes Sat 00:25 -- 449/h)
20240913-22:08:16 nb_generated 273 model 4 (finishes Sat 00:35 -- 424/h)
20240913-22:08:27 nb_generated 283 model 6 (finishes Sat 00:25 -- 448/h)
20240913-22:08:32 nb_generated 275 model 8 (finishes Sat 00:35 -- 422/h)
20240913-22:08:37 nb_generated 284 model 6 (finishes Sat 00:26 -- 447/h)
20240913-22:08:40 nb_generated 276 model 1 (finishes Sat 00:35 -- 423/h)
20240913-22:08:56 nb_generated 285 model 8 (finishes Sat 00:27 -- 443/h)
20240913-22:08:59 nb_generated 276 model 7 (finishes Sat 00:37 -- 418/h)
20240913-22:09:05 nb_generated 279 model 1 (finishes Sat 00:36 -- 421/h)
20240913-22:09:06 nb_generated 286 model 6 (finishes Sat 00:27 -- 442/h)
20240913-22:09:19 nb_generated 287 model 6 (finishes Sat 00:28 -- 441/h)
20240913-22:09:25 nb_generated 279 model 3 (finishes Sat 00:38 -- 416/h)
20240913-22:09:32 nb_generated 280 model 4 (finishes Sat 00:38 -- 416/h)
20240913-22:09:35 nb_generated 290 model 6 (finishes Sat 00:27 -- 443/h)
20240913-22:09:39 nb_generated 281 model 1 (finishes Sat 00:38 -- 417/h)
20240913-22:09:48 nb_generated 292 model 6 (finishes Sat 00:28 -- 442/h)
20240913-22:09:57 nb_generated 282 model 7 (finishes Sat 00:39 -- 413/h)
20240913-22:10:06 nb_generated 296 model 9 (finishes Sat 00:26 -- 445/h)
20240913-22:10:06 nb_generated 286 model 5 (finishes Sat 00:39 -- 415/h)
20240913-22:10:16 nb_generated 292 model 4 (finishes Sat 00:36 -- 422/h)
20240913-22:10:20 nb_generated 298 model 7 (finishes Sat 00:26 -- 446/h)
20240913-22:10:25 nb_generated 292 model 7 (finishes Sat 00:36 -- 420/h)
20240913-22:10:26 nb_generated 302 model 4 (finishes Sat 00:25 -- 450/h)
20240913-22:10:36 nb_generated 307 model 4 (finishes Sat 00:22 -- 457/h)
20240913-22:10:39 nb_generated 295 model 9 (finishes Sat 00:35 -- 423/h)
20240913-22:10:43 nb_generated 308 model 1 (finishes Sat 00:22 -- 457/h)
20240913-22:10:47 nb_generated 298 model 5 (finishes Sat 00:34 -- 426/h)
20240913-22:10:51 nb_generated 308 model 3 (finishes Sat 00:23 -- 455/h)
20240913-22:10:58 nb_generated 301 model 1 (finishes Sat 00:32 -- 430/h)
20240913-22:11:01 nb_generated 311 model 4 (finishes Sat 00:21 -- 459/h)
20240913-22:11:06 nb_generated 304 model 1 (finishes Sat 00:32 -- 432/h)
20240913-22:11:11 nb_generated 312 model 2 (finishes Sat 00:22 -- 458/h)
20240913-22:11:24 nb_generated 304 model 8 (finishes Sat 00:33 -- 428/h)
20240913-22:11:29 nb_generated 314 model 8 (finishes Sat 00:22 -- 457/h)
20240913-22:11:31 nb_generated 305 model 1 (finishes Sat 00:33 -- 428/h)
20240913-22:11:39 nb_generated 305 model 1 (finishes Sat 00:34 -- 426/h)
20240913-22:11:47 nb_generated 316 model 3 (finishes Sat 00:23 -- 455/h)
20240913-22:11:54 nb_generated 308 model 8 (finishes Sat 00:34 -- 425/h)
20240913-22:11:57 nb_generated 318 model 7 (finishes Sat 00:22 -- 457/h)
20240913-22:12:06 nb_generated 319 model 6 (finishes Sat 00:22 -- 456/h)
20240913-22:12:08 nb_generated 311 model 7 (finishes Sat 00:33 -- 427/h)
20240913-22:12:16 nb_generated 320 model 9 (finishes Sat 00:23 -- 456/h)
20240913-22:12:19 nb_generated 313 model 4 (finishes Sat 00:34 -- 427/h)
20240913-22:12:28 nb_generated 315 model 1 (finishes Sat 00:34 -- 427/h)
20240913-22:12:28 nb_generated 323 model 8 (finishes Sat 00:22 -- 458/h)
20240913-22:12:35 nb_generated 316 model 2 (finishes Sat 00:34 -- 427/h)
20240913-22:12:41 nb_generated 323 model 7 (finishes Sat 00:23 -- 456/h)
20240913-22:12:46 nb_generated 317 model 6 (finishes Sat 00:34 -- 426/h)
20240913-22:12:50 nb_generated 324 model 5 (finishes Sat 00:23 -- 455/h)
20240913-22:12:56 nb_generated 326 model 1 (finishes Sat 00:22 -- 457/h)
20240913-22:12:59 nb_generated 318 model 3 (finishes Sat 00:34 -- 425/h)
20240913-22:13:08 nb_generated 326 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:13:10 nb_generated 320 model 9 (finishes Sat 00:34 -- 427/h)
20240913-22:13:19 nb_generated 332 model 4 (finishes Sat 00:21 -- 459/h)
20240913-22:13:24 nb_generated 324 model 0 (finishes Sat 00:34 -- 425/h)
20240913-22:13:27 nb_generated 334 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:13:38 nb_generated 324 model 9 (finishes Sat 00:35 -- 423/h)
20240913-22:13:40 nb_generated 334 model 7 (finishes Sat 00:22 -- 458/h)
20240913-22:13:49 nb_generated 325 model 0 (finishes Sat 00:36 -- 422/h)
20240913-22:13:51 nb_generated 337 model 2 (finishes Sat 00:21 -- 459/h)
20240913-22:14:01 nb_generated 328 model 2 (finishes Sat 00:35 -- 423/h)
20240913-22:14:10 nb_generated 329 model 2 (finishes Sat 00:35 -- 423/h)
20240913-22:14:11 nb_generated 337 model 7 (finishes Sat 00:23 -- 455/h)
20240913-22:14:20 nb_generated 338 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:14:22 nb_generated 332 model 9 (finishes Sat 00:35 -- 424/h)
20240913-22:14:28 nb_generated 338 model 7 (finishes Sat 00:24 -- 453/h)
20240913-22:14:32 nb_generated 333 model 2 (finishes Sat 00:35 -- 424/h)
20240913-22:14:36 nb_generated 341 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:14:45 nb_generated 334 model 7 (finishes Sat 00:35 -- 423/h)
20240913-22:14:47 nb_generated 344 model 9 (finishes Sat 00:22 -- 457/h)
20240913-22:14:57 nb_generated 334 model 6 (finishes Sat 00:36 -- 420/h)
20240913-22:15:05 nb_generated 345 model 8 (finishes Sat 00:23 -- 455/h)
20240913-22:15:05 nb_generated 335 model 3 (finishes Sat 00:36 -- 421/h)
20240913-22:15:14 nb_generated 335 model 0 (finishes Sat 00:37 -- 419/h)
20240913-22:15:16 nb_generated 346 model 3 (finishes Sat 00:23 -- 455/h)
20240913-22:15:22 nb_generated 335 model 4 (finishes Sat 00:38 -- 417/h)
20240913-22:15:30 nb_generated 348 model 8 (finishes Sat 00:23 -- 455/h)
20240913-22:15:33 nb_generated 336 model 2 (finishes Sat 00:38 -- 417/h)
20240913-22:15:38 nb_generated 350 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:15:48 nb_generated 336 model 7 (finishes Sat 00:39 -- 414/h)
20240913-22:15:48 nb_generated 352 model 6 (finishes Sat 00:22 -- 456/h)
20240913-22:15:53 nb_generated 341 model 1 (finishes Sat 00:37 -- 420/h)
20240913-22:15:58 nb_generated 352 model 7 (finishes Sat 00:23 -- 454/h)
20240913-22:16:05 nb_generated 343 model 8 (finishes Sat 00:36 -- 420/h)
20240913-22:16:12 nb_generated 352 model 5 (finishes Sat 00:24 -- 451/h)
20240913-22:16:18 nb_generated 344 model 7 (finishes Sat 00:37 -- 420/h)
20240913-22:16:21 nb_generated 353 model 9 (finishes Sat 00:24 -- 451/h)
20240913-22:16:26 nb_generated 347 model 0 (finishes Sat 00:35 -- 423/h)
20240913-22:16:32 nb_generated 356 model 0 (finishes Sat 00:23 -- 453/h)
20240913-22:16:36 nb_generated 349 model 5 (finishes Sat 00:35 -- 424/h)
20240913-22:16:40 nb_generated 357 model 9 (finishes Sat 00:23 -- 454/h)
20240913-22:16:47 nb_generated 350 model 7 (finishes Sat 00:35 -- 424/h)
20240913-22:16:49 nb_generated 358 model 0 (finishes Sat 00:23 -- 453/h)
20240913-22:16:56 nb_generated 350 model 6 (finishes Sat 00:36 -- 422/h)
20240913-22:17:03 nb_generated 361 model 8 (finishes Sat 00:23 -- 454/h)
20240913-22:17:08 nb_generated 351 model 0 (finishes Sat 00:36 -- 421/h)
20240913-22:17:14 nb_generated 362 model 7 (finishes Sat 00:23 -- 453/h)
20240913-22:17:16 nb_generated 352 model 2 (finishes Sat 00:36 -- 422/h)
20240913-22:17:23 nb_generated 363 model 0 (finishes Sat 00:24 -- 453/h)
20240913-22:17:32 nb_generated 365 model 0 (finishes Sat 00:24 -- 451/h)
20240913-22:17:34 nb_generated 353 model 8 (finishes Sat 00:37 -- 420/h)
20240913-22:17:42 nb_generated 355 model 2 (finishes Sat 00:36 -- 421/h)
20240913-22:17:47 nb_generated 366 model 0 (finishes Sat 00:25 -- 450/h)
20240913-22:17:53 nb_generated 357 model 3 (finishes Sat 00:35 -- 423/h)
20240913-22:18:02 nb_generated 360 model 1 (finishes Sat 00:35 -- 424/h)
20240913-22:18:08 nb_generated 363 model 5 (finishes Sat 00:33 -- 428/h)
20240913-22:18:09 nb_generated 367 model 8 (finishes Sat 00:26 -- 447/h)
20240913-22:18:20 nb_generated 371 model 9 (finishes Sat 00:24 -- 451/h)
20240913-22:18:26 nb_generated 363 model 8 (finishes Sat 00:35 -- 424/h)
20240913-22:18:31 nb_generated 375 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:18:37 nb_generated 363 model 8 (finishes Sat 00:36 -- 422/h)
20240913-22:18:39 nb_generated 378 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:18:48 nb_generated 380 model 4 (finishes Sat 00:22 -- 456/h)
20240913-22:18:50 nb_generated 366 model 9 (finishes Sat 00:35 -- 423/h)
20240913-22:18:57 nb_generated 383 model 7 (finishes Sat 00:21 -- 459/h)
20240913-22:19:00 nb_generated 367 model 6 (finishes Sat 00:36 -- 421/h)
20240913-22:19:04 nb_generated 387 model 5 (finishes Sat 00:21 -- 461/h)
20240913-22:19:13 nb_generated 368 model 0 (finishes Sat 00:37 -- 419/h)
20240913-22:19:21 nb_generated 388 model 8 (finishes Sat 00:21 -- 459/h)
20240913-22:19:29 nb_generated 370 model 7 (finishes Sat 00:37 -- 419/h)
20240913-22:19:32 nb_generated 390 model 0 (finishes Sat 00:22 -- 458/h)
20240913-22:19:38 nb_generated 371 model 3 (finishes Sat 00:37 -- 419/h)
20240913-22:19:39 nb_generated 392 model 3 (finishes Sat 00:22 -- 458/h)
20240913-22:19:53 nb_generated 373 model 8 (finishes Sat 00:37 -- 420/h)
20240913-22:19:53 nb_generated 394 model 7 (finishes Sat 00:21 -- 459/h)
20240913-22:20:01 nb_generated 399 model 4 (finishes Sat 00:20 -- 462/h)
20240913-22:20:04 nb_generated 375 model 2 (finishes Sat 00:36 -- 421/h)
20240913-22:20:09 nb_generated 400 model 6 (finishes Sat 00:20 -- 462/h)
20240913-22:20:14 nb_generated 378 model 2 (finishes Sat 00:35 -- 423/h)
20240913-22:20:19 nb_generated 401 model 1 (finishes Sat 00:21 -- 461/h)
20240913-22:20:24 nb_generated 383 model 1 (finishes Sat 00:33 -- 427/h)
20240913-22:20:31 nb_generated 402 model 7 (finishes Sat 00:21 -- 461/h)
20240913-22:20:39 nb_generated 405 model 9 (finishes Sat 00:20 -- 463/h)
20240913-22:20:39 nb_generated 385 model 3 (finishes Sat 00:34 -- 426/h)
20240913-22:20:48 nb_generated 387 model 3 (finishes Sat 00:33 -- 428/h)
20240913-22:20:51 nb_generated 407 model 7 (finishes Sat 00:20 -- 464/h)
20240913-22:21:04 nb_generated 390 model 0 (finishes Sat 00:33 -- 429/h)
20240913-22:21:10 nb_generated 408 model 0 (finishes Sat 00:20 -- 462/h)
20240913-22:21:15 nb_generated 390 model 7 (finishes Sat 00:33 -- 427/h)
20240913-22:21:18 nb_generated 411 model 0 (finishes Sat 00:20 -- 463/h)
20240913-22:21:22 nb_generated 390 model 5 (finishes Sat 00:34 -- 426/h)
20240913-22:21:27 nb_generated 411 model 1 (finishes Sat 00:20 -- 462/h)
20240913-22:21:40 nb_generated 392 model 7 (finishes Sat 00:35 -- 425/h)
20240913-22:21:42 nb_generated 412 model 8 (finishes Sat 00:21 -- 460/h)
20240913-22:21:50 nb_generated 414 model 1 (finishes Sat 00:20 -- 462/h)
20240913-22:21:59 nb_generated 416 model 9 (finishes Sat 00:20 -- 463/h)
20240913-22:22:04 nb_generated 394 model 8 (finishes Sat 00:36 -- 422/h)
20240913-22:22:11 nb_generated 416 model 7 (finishes Sat 00:21 -- 461/h)
20240913-22:22:18 nb_generated 394 model 8 (finishes Sat 00:37 -- 420/h)
20240913-22:22:20 nb_generated 417 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:22:29 nb_generated 417 model 1 (finishes Sat 00:21 -- 459/h)
20240913-22:22:32 nb_generated 395 model 8 (finishes Sat 00:37 -- 419/h)
20240913-22:22:35 nb_generated 418 model 5 (finishes Sat 00:21 -- 459/h)
20240913-22:22:38 nb_generated 397 model 5 (finishes Sat 00:36 -- 421/h)
20240913-22:22:44 nb_generated 420 model 3 (finishes Sat 00:21 -- 460/h)
20240913-22:22:47 nb_generated 402 model 2 (finishes Sat 00:35 -- 423/h)
20240913-22:22:53 nb_generated 421 model 6 (finishes Sat 00:21 -- 460/h)
20240913-22:22:56 nb_generated 404 model 7 (finishes Sat 00:35 -- 424/h)
20240913-22:23:00 nb_generated 421 model 6 (finishes Sat 00:21 -- 459/h)
20240913-22:23:05 nb_generated 406 model 5 (finishes Sat 00:35 -- 424/h)
20240913-22:23:11 nb_generated 408 model 1 (finishes Sat 00:34 -- 426/h)
20240913-22:23:12 nb_generated 422 model 9 (finishes Sat 00:22 -- 457/h)
20240913-22:23:19 nb_generated 408 model 1 (finishes Sat 00:34 -- 425/h)
20240913-22:23:20 nb_generated 425 model 4 (finishes Sat 00:21 -- 460/h)
20240913-22:23:31 nb_generated 429 model 3 (finishes Sat 00:20 -- 462/h)
20240913-22:23:37 nb_generated 411 model 6 (finishes Sat 00:34 -- 426/h)
20240913-22:23:43 nb_generated 430 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:23:51 nb_generated 434 model 5 (finishes Sat 00:20 -- 464/h)
20240913-22:23:52 nb_generated 416 model 1 (finishes Sat 00:33 -- 428/h)
20240913-22:24:03 nb_generated 437 model 9 (finishes Sat 00:20 -- 464/h)
20240913-22:24:05 nb_generated 419 model 9 (finishes Sat 00:33 -- 428/h)
20240913-22:24:17 nb_generated 419 model 6 (finishes Sat 00:34 -- 426/h)
20240913-22:24:18 nb_generated 439 model 0 (finishes Sat 00:20 -- 463/h)
20240913-22:24:27 nb_generated 419 model 6 (finishes Sat 00:34 -- 425/h)
20240913-22:24:30 nb_generated 443 model 2 (finishes Sat 00:20 -- 464/h)
20240913-22:24:39 nb_generated 443 model 7 (finishes Sat 00:20 -- 462/h)
20240913-22:24:39 nb_generated 421 model 9 (finishes Sat 00:34 -- 426/h)
20240913-22:24:50 nb_generated 425 model 1 (finishes Sat 00:34 -- 427/h)
20240913-22:24:53 nb_generated 447 model 9 (finishes Sat 00:20 -- 462/h)
20240913-22:25:01 nb_generated 429 model 9 (finishes Sat 00:32 -- 430/h)
20240913-22:25:01 nb_generated 449 model 5 (finishes Sat 00:20 -- 464/h)
20240913-22:25:08 nb_generated 453 model 1 (finishes Sat 00:19 -- 466/h)
20240913-22:25:14 nb_generated 431 model 0 (finishes Sat 00:33 -- 429/h)
20240913-22:25:26 nb_generated 453 model 9 (finishes Sat 00:20 -- 463/h)
20240913-22:25:32 nb_generated 431 model 8 (finishes Sat 00:34 -- 426/h)
20240913-22:25:33 nb_generated 456 model 4 (finishes Sat 00:19 -- 466/h)
20240913-22:25:41 nb_generated 458 model 5 (finishes Sat 00:18 -- 467/h)
20240913-22:25:43 nb_generated 432 model 0 (finishes Sat 00:34 -- 426/h)
20240913-22:25:48 nb_generated 458 model 5 (finishes Sat 00:19 -- 466/h)
20240913-22:25:53 nb_generated 434 model 7 (finishes Sat 00:34 -- 427/h)
20240913-22:25:57 nb_generated 460 model 2 (finishes Sat 00:19 -- 467/h)
20240913-22:26:00 nb_generated 435 model 1 (finishes Sat 00:34 -- 426/h)
20240913-22:26:06 nb_generated 438 model 5 (finishes Sat 00:33 -- 429/h)
20240913-22:26:13 nb_generated 462 model 3 (finishes Sat 00:19 -- 467/h)
20240913-22:26:15 nb_generated 440 model 2 (finishes Sat 00:33 -- 429/h)
20240913-22:26:30 nb_generated 442 model 0 (finishes Sat 00:33 -- 429/h)
20240913-22:26:31 nb_generated 462 model 8 (finishes Sat 00:20 -- 464/h)
20240913-22:26:38 nb_generated 443 model 1 (finishes Sat 00:33 -- 428/h)
20240913-22:26:39 nb_generated 467 model 4 (finishes Sat 00:19 -- 467/h)
20240913-22:26:46 nb_generated 446 model 4 (finishes Sat 00:32 -- 431/h)
20240913-22:26:52 nb_generated 447 model 5 (finishes Sat 00:32 -- 431/h)
20240913-22:27:01 nb_generated 474 model 8 (finishes Sat 00:18 -- 469/h)
20240913-22:27:07 nb_generated 448 model 7 (finishes Sat 00:32 -- 430/h)
20240913-22:27:13 nb_generated 450 model 5 (finishes Sat 00:32 -- 431/h)
20240913-22:27:15 nb_generated 475 model 6 (finishes Sat 00:18 -- 468/h)
20240913-22:27:25 nb_generated 451 model 0 (finishes Sat 00:32 -- 431/h)
20240913-22:27:26 nb_generated 476 model 0 (finishes Sat 00:18 -- 468/h)
20240913-22:27:34 nb_generated 477 model 5 (finishes Sat 00:18 -- 468/h)
20240913-22:27:34 nb_generated 453 model 5 (finishes Sat 00:32 -- 431/h)
20240913-22:27:44 nb_generated 480 model 9 (finishes Sat 00:18 -- 470/h)
20240913-22:27:44 nb_generated 455 model 4 (finishes Sat 00:32 -- 432/h)
20240913-22:27:53 nb_generated 481 model 9 (finishes Sat 00:18 -- 469/h)
20240913-22:27:58 nb_generated 456 model 1 (finishes Sat 00:32 -- 431/h)
20240913-22:28:04 nb_generated 483 model 0 (finishes Sat 00:17 -- 470/h)
20240913-22:28:06 nb_generated 460 model 2 (finishes Sat 00:30 -- 435/h)
20240913-22:28:17 nb_generated 462 model 8 (finishes Sat 00:30 -- 436/h)
20240913-22:28:21 nb_generated 487 model 4 (finishes Sat 00:18 -- 470/h)
20240913-22:28:28 nb_generated 465 model 3 (finishes Sat 00:29 -- 437/h)
20240913-22:28:30 nb_generated 490 model 2 (finishes Sat 00:17 -- 471/h)
20240913-22:28:37 nb_generated 490 model 1 (finishes Sat 00:18 -- 470/h)
20240913-22:28:37 nb_generated 466 model 2 (finishes Sat 00:30 -- 436/h)
20240913-22:28:48 nb_generated 491 model 1 (finishes Sat 00:18 -- 469/h)
20240913-22:28:50 nb_generated 467 model 9 (finishes Sat 00:30 -- 435/h)
20240913-22:28:54 nb_generated 493 model 1 (finishes Sat 00:17 -- 471/h)
20240913-22:28:59 nb_generated 494 model 5 (finishes Sat 00:17 -- 471/h)
20240913-22:29:04 nb_generated 469 model 4 (finishes Sat 00:30 -- 436/h)
20240913-22:29:09 nb_generated 494 model 5 (finishes Sat 00:18 -- 470/h)
20240913-22:29:14 nb_generated 469 model 6 (finishes Sat 00:31 -- 434/h)
20240913-22:29:17 nb_generated 497 model 2 (finishes Sat 00:17 -- 471/h)
20240913-22:29:26 nb_generated 471 model 7 (finishes Sat 00:30 -- 435/h)
20240913-22:29:27 nb_generated 499 model 7 (finishes Sat 00:17 -- 472/h)
20240913-22:29:36 nb_generated 501 model 3 (finishes Sat 00:17 -- 473/h)
20240913-22:29:36 nb_generated 472 model 1 (finishes Sat 00:30 -- 435/h)
20240913-22:29:46 nb_generated 503 model 2 (finishes Sat 00:16 -- 473/h)
20240913-22:29:49 nb_generated 473 model 7 (finishes Sat 00:31 -- 434/h)
20240913-22:29:57 nb_generated 478 model 4 (finishes Sat 00:30 -- 436/h)
20240913-22:29:59 nb_generated 506 model 6 (finishes Sat 00:16 -- 474/h)
20240913-22:30:06 nb_generated 507 model 4 (finishes Sat 00:17 -- 473/h)
20240913-22:30:14 nb_generated 509 model 9 (finishes Sat 00:16 -- 474/h)
20240913-22:30:16 nb_generated 478 model 9 (finishes Sat 00:31 -- 434/h)
20240913-22:30:23 nb_generated 511 model 9 (finishes Sat 00:16 -- 475/h)
20240913-22:30:25 nb_generated 478 model 6 (finishes Sat 00:31 -- 433/h)
20240913-22:30:34 nb_generated 513 model 6 (finishes Sat 00:16 -- 475/h)
20240913-22:30:40 nb_generated 482 model 0 (finishes Sat 00:31 -- 434/h)
20240913-22:30:44 nb_generated 516 model 1 (finishes Sat 00:15 -- 476/h)
20240913-22:30:52 nb_generated 482 model 7 (finishes Sat 00:31 -- 432/h)
20240913-22:30:55 nb_generated 519 model 0 (finishes Sat 00:15 -- 478/h)
20240913-22:31:01 nb_generated 488 model 9 (finishes Sat 00:29 -- 438/h)
20240913-22:31:06 nb_generated 493 model 1 (finishes Sat 00:28 -- 442/h)
20240913-22:31:11 nb_generated 522 model 9 (finishes Sat 00:15 -- 479/h)
20240913-22:31:15 nb_generated 494 model 4 (finishes Sat 00:28 -- 442/h)
20240913-22:31:22 nb_generated 523 model 3 (finishes Sat 00:15 -- 478/h)
20240913-22:31:23 nb_generated 495 model 2 (finishes Sat 00:28 -- 442/h)
20240913-22:31:34 nb_generated 497 model 9 (finishes Sat 00:28 -- 441/h)
20240913-22:31:34 nb_generated 525 model 0 (finishes Sat 00:15 -- 479/h)
20240913-22:31:42 nb_generated 525 model 9 (finishes Sat 00:15 -- 477/h)
20240913-22:31:48 nb_generated 499 model 8 (finishes Sat 00:28 -- 442/h)
20240913-22:31:52 nb_generated 526 model 6 (finishes Sat 00:15 -- 477/h)
20240913-22:32:00 nb_generated 503 model 7 (finishes Sat 00:28 -- 442/h)
20240913-22:32:04 nb_generated 528 model 0 (finishes Sat 00:15 -- 477/h)
20240913-22:32:12 nb_generated 510 model 2 (finishes Sat 00:26 -- 445/h)
20240913-22:32:18 nb_generated 530 model 3 (finishes Sat 00:15 -- 477/h)
20240913-22:32:20 nb_generated 513 model 5 (finishes Sat 00:26 -- 445/h)
20240913-22:32:28 nb_generated 531 model 7 (finishes Sat 00:15 -- 476/h)
20240913-22:32:30 nb_generated 514 model 0 (finishes Sat 00:27 -- 445/h)
20240913-22:32:38 nb_generated 516 model 4 (finishes Sat 00:26 -- 446/h)
20240913-22:32:40 nb_generated 533 model 6 (finishes Sat 00:15 -- 477/h)
20240913-22:32:46 nb_generated 516 model 0 (finishes Sat 00:27 -- 445/h)
20240913-22:32:54 nb_generated 517 model 7 (finishes Sat 00:27 -- 445/h)
20240913-22:32:55 nb_generated 534 model 0 (finishes Sat 00:16 -- 476/h)
20240913-22:33:04 nb_generated 534 model 7 (finishes Sat 00:16 -- 474/h)
20240913-22:33:04 nb_generated 522 model 4 (finishes Sat 00:26 -- 446/h)
20240913-22:33:13 nb_generated 523 model 4 (finishes Sat 00:26 -- 445/h)
20240913-22:33:15 nb_generated 535 model 9 (finishes Sat 00:16 -- 474/h)
20240913-22:33:23 nb_generated 537 model 4 (finishes Sat 00:16 -- 474/h)
20240913-22:33:31 nb_generated 523 model 0 (finishes Sat 00:27 -- 443/h)
20240913-22:33:31 nb_generated 537 model 7 (finishes Sat 00:17 -- 473/h)
20240913-22:33:39 nb_generated 525 model 4 (finishes Sat 00:27 -- 444/h)
20240913-22:33:48 nb_generated 532 model 2 (finishes Sat 00:24 -- 451/h)
20240913-22:33:49 nb_generated 540 model 1 (finishes Sat 00:16 -- 473/h)
20240913-22:33:55 nb_generated 532 model 3 (finishes Sat 00:25 -- 450/h)
20240913-22:34:02 nb_generated 542 model 8 (finishes Sat 00:16 -- 474/h)
20240913-22:34:06 nb_generated 536 model 1 (finishes Sat 00:24 -- 452/h)
20240913-22:34:13 nb_generated 538 model 2 (finishes Sat 00:23 -- 454/h)
20240913-22:34:14 nb_generated 542 model 7 (finishes Sat 00:17 -- 472/h)
20240913-22:34:26 nb_generated 541 model 0 (finishes Sat 00:23 -- 454/h)
20240913-22:34:30 nb_generated 543 model 6 (finishes Sat 00:18 -- 470/h)
20240913-22:34:41 nb_generated 542 model 7 (finishes Sat 00:23 -- 453/h)
20240913-22:34:44 nb_generated 544 model 7 (finishes Sat 00:18 -- 469/h)
20240913-22:34:50 nb_generated 546 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:34:58 nb_generated 545 model 3 (finishes Sat 00:18 -- 468/h)
20240913-22:34:59 nb_generated 547 model 6 (finishes Sat 00:23 -- 455/h)
20240913-22:35:07 nb_generated 550 model 1 (finishes Sat 00:22 -- 457/h)
20240913-22:35:10 nb_generated 547 model 4 (finishes Sat 00:18 -- 468/h)
20240913-22:35:17 nb_generated 551 model 6 (finishes Sat 00:23 -- 456/h)
20240913-22:35:19 nb_generated 549 model 5 (finishes Sat 00:18 -- 468/h)
20240913-22:35:24 nb_generated 551 model 1 (finishes Sat 00:23 -- 455/h)
20240913-22:35:30 nb_generated 551 model 6 (finishes Sat 00:18 -- 468/h)
20240913-22:35:37 nb_generated 552 model 9 (finishes Sat 00:23 -- 454/h)
20240913-22:35:44 nb_generated 552 model 8 (finishes Sat 00:19 -- 467/h)
20240913-22:35:51 nb_generated 554 model 2 (finishes Sat 00:18 -- 468/h)
20240913-22:35:53 nb_generated 552 model 8 (finishes Sat 00:24 -- 452/h)
20240913-22:35:58 nb_generated 555 model 5 (finishes Sat 00:18 -- 468/h)
20240913-22:36:00 nb_generated 553 model 2 (finishes Sat 00:24 -- 452/h)
20240913-22:36:06 nb_generated 556 model 5 (finishes Sat 00:18 -- 468/h)
20240913-22:36:07 nb_generated 555 model 1 (finishes Sat 00:24 -- 452/h)
20240913-22:36:14 nb_generated 559 model 1 (finishes Sat 00:23 -- 454/h)
20240913-22:36:19 nb_generated 556 model 0 (finishes Sat 00:19 -- 466/h)
20240913-22:36:22 nb_generated 559 model 2 (finishes Sat 00:23 -- 453/h)
20240913-22:36:31 nb_generated 558 model 3 (finishes Sat 00:19 -- 467/h)
20240913-22:36:36 nb_generated 560 model 1 (finishes Sat 00:24 -- 453/h)
20240913-22:36:39 nb_generated 560 model 3 (finishes Sat 00:18 -- 468/h)
20240913-22:36:49 nb_generated 561 model 8 (finishes Sat 00:24 -- 452/h)
20240913-22:36:57 nb_generated 562 model 2 (finishes Sat 00:24 -- 452/h)
20240913-22:36:57 nb_generated 562 model 6 (finishes Sat 00:18 -- 467/h)
20240913-22:37:03 nb_generated 563 model 5 (finishes Sat 00:24 -- 452/h)
20240913-22:37:08 nb_generated 566 model 4 (finishes Sat 00:17 -- 470/h)
20240913-22:37:10 nb_generated 566 model 5 (finishes Sat 00:24 -- 452/h)
20240913-22:37:17 nb_generated 567 model 3 (finishes Sat 00:18 -- 470/h)
20240913-22:37:22 nb_generated 570 model 5 (finishes Sat 00:23 -- 455/h)
20240913-22:37:26 nb_generated 570 model 1 (finishes Sat 00:17 -- 471/h)
20240913-22:37:41 nb_generated 570 model 8 (finishes Sat 00:18 -- 469/h)
20240913-22:37:41 nb_generated 573 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:37:49 nb_generated 573 model 7 (finishes Sat 00:23 -- 455/h)
20240913-22:37:53 nb_generated 570 model 3 (finishes Sat 00:18 -- 467/h)
20240913-22:38:03 nb_generated 573 model 4 (finishes Sat 00:18 -- 469/h)
20240913-22:38:03 nb_generated 573 model 7 (finishes Sat 00:24 -- 453/h)
20240913-22:38:14 nb_generated 573 model 7 (finishes Sat 00:18 -- 467/h)
20240913-22:38:17 nb_generated 575 model 0 (finishes Sat 00:24 -- 453/h)
20240913-22:38:24 nb_generated 573 model 6 (finishes Sat 00:19 -- 466/h)
20240913-22:38:26 nb_generated 580 model 2 (finishes Sat 00:24 -- 453/h)
20240913-22:38:33 nb_generated 576 model 1 (finishes Sat 00:19 -- 467/h)
20240913-22:38:37 nb_generated 581 model 6 (finishes Sat 00:24 -- 452/h)
20240913-22:38:41 nb_generated 580 model 1 (finishes Sat 00:18 -- 469/h)
20240913-22:38:51 nb_generated 583 model 9 (finishes Sat 00:24 -- 452/h)
20240913-22:38:52 nb_generated 583 model 4 (finishes Sat 00:18 -- 469/h)
20240913-22:39:01 nb_generated 583 model 1 (finishes Sat 00:18 -- 468/h)
20240913-22:39:02 nb_generated 585 model 7 (finishes Sat 00:24 -- 452/h)
20240913-22:39:10 nb_generated 590 model 5 (finishes Sat 00:23 -- 455/h)
20240913-22:39:14 nb_generated 586 model 1 (finishes Sat 00:18 -- 470/h)
20240913-22:39:19 nb_generated 593 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:39:25 nb_generated 586 model 7 (finishes Sat 00:18 -- 468/h)
20240913-22:39:31 nb_generated 594 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:39:36 nb_generated 590 model 3 (finishes Sat 00:17 -- 471/h)
20240913-22:39:42 nb_generated 596 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:39:47 nb_generated 594 model 4 (finishes Sat 00:17 -- 472/h)
20240913-22:39:53 nb_generated 598 model 4 (finishes Sat 00:22 -- 456/h)
20240913-22:40:01 nb_generated 597 model 6 (finishes Sat 00:16 -- 473/h)
20240913-22:40:01 nb_generated 598 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:40:12 nb_generated 599 model 6 (finishes Sat 00:17 -- 472/h)
20240913-22:40:13 nb_generated 600 model 9 (finishes Sat 00:23 -- 455/h)
20240913-22:40:22 nb_generated 600 model 6 (finishes Sat 00:17 -- 472/h)
20240913-22:40:24 nb_generated 605 model 0 (finishes Sat 00:21 -- 459/h)
20240913-22:40:30 nb_generated 602 model 2 (finishes Sat 00:17 -- 472/h)
20240913-22:40:35 nb_generated 609 model 4 (finishes Sat 00:21 -- 460/h)
20240913-22:40:36 nb_generated 604 model 5 (finishes Sat 00:17 -- 472/h)
20240913-22:40:43 nb_generated 607 model 4 (finishes Sat 00:17 -- 473/h)
20240913-22:40:44 nb_generated 613 model 1 (finishes Sat 00:21 -- 461/h)
20240913-22:40:51 nb_generated 613 model 1 (finishes Sat 00:21 -- 460/h)
20240913-22:40:55 nb_generated 610 model 4 (finishes Sat 00:16 -- 473/h)
20240913-22:41:01 nb_generated 614 model 6 (finishes Sat 00:21 -- 460/h)
20240913-22:41:10 nb_generated 610 model 7 (finishes Sat 00:17 -- 471/h)
20240913-22:41:16 nb_generated 614 model 9 (finishes Sat 00:22 -- 458/h)
20240913-22:41:22 nb_generated 613 model 2 (finishes Sat 00:17 -- 472/h)
20240913-22:41:23 nb_generated 618 model 1 (finishes Sat 00:21 -- 460/h)
20240913-22:41:33 nb_generated 614 model 4 (finishes Sat 00:17 -- 471/h)
20240913-22:41:34 nb_generated 618 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:41:42 nb_generated 619 model 6 (finishes Sat 00:21 -- 459/h)
20240913-22:41:45 nb_generated 616 model 8 (finishes Sat 00:17 -- 472/h)
20240913-22:41:54 nb_generated 622 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:41:57 nb_generated 619 model 2 (finishes Sat 00:16 -- 473/h)
20240913-22:42:11 nb_generated 626 model 0 (finishes Sat 00:21 -- 461/h)
20240913-22:42:13 nb_generated 620 model 8 (finishes Sat 00:17 -- 472/h)
20240913-22:42:18 nb_generated 628 model 4 (finishes Sat 00:21 -- 461/h)
20240913-22:42:22 nb_generated 622 model 4 (finishes Sat 00:17 -- 473/h)
20240913-22:42:26 nb_generated 631 model 2 (finishes Sat 00:21 -- 461/h)
20240913-22:42:35 nb_generated 624 model 0 (finishes Sat 00:17 -- 472/h)
20240913-22:42:40 nb_generated 631 model 8 (finishes Sat 00:21 -- 459/h)
20240913-22:42:43 nb_generated 631 model 0 (finishes Sat 00:15 -- 478/h)
20240913-22:42:47 nb_generated 632 model 2 (finishes Sat 00:21 -- 459/h)
20240913-22:42:54 nb_generated 634 model 2 (finishes Sat 00:21 -- 460/h)
20240913-22:42:55 nb_generated 633 model 6 (finishes Sat 00:15 -- 477/h)
20240913-22:43:01 nb_generated 635 model 2 (finishes Sat 00:21 -- 460/h)
20240913-22:43:10 nb_generated 640 model 5 (finishes Sat 00:20 -- 462/h)
20240913-22:43:14 nb_generated 636 model 8 (finishes Sat 00:16 -- 476/h)
20240913-22:43:22 nb_generated 642 model 4 (finishes Sat 00:20 -- 462/h)
20240913-22:43:27 nb_generated 637 model 2 (finishes Sat 00:16 -- 475/h)
20240913-22:43:31 nb_generated 643 model 6 (finishes Sat 00:20 -- 462/h)
20240913-22:43:36 nb_generated 638 model 1 (finishes Sat 00:16 -- 475/h)
20240913-22:43:43 nb_generated 648 model 0 (finishes Sat 00:19 -- 465/h)
20240913-22:43:55 nb_generated 638 model 7 (finishes Sat 00:17 -- 473/h)
20240913-22:43:58 nb_generated 649 model 8 (finishes Sat 00:20 -- 463/h)
20240913-22:44:06 nb_generated 640 model 1 (finishes Sat 00:16 -- 473/h)
20240913-22:44:07 nb_generated 650 model 2 (finishes Sat 00:20 -- 463/h)
20240913-22:44:15 nb_generated 651 model 5 (finishes Sat 00:20 -- 462/h)
20240913-22:44:18 nb_generated 640 model 0 (finishes Sat 00:17 -- 472/h)
20240913-22:44:24 nb_generated 652 model 3 (finishes Sat 00:20 -- 462/h)
20240913-22:44:25 nb_generated 643 model 1 (finishes Sat 00:16 -- 474/h)
20240913-22:44:37 nb_generated 652 model 7 (finishes Sat 00:21 -- 460/h)
20240913-22:44:46 nb_generated 644 model 8 (finishes Sat 00:17 -- 472/h)
20240913-22:44:49 nb_generated 654 model 3 (finishes Sat 00:21 -- 461/h)
20240913-22:44:53 nb_generated 647 model 9 (finishes Sat 00:16 -- 474/h)
20240913-22:45:05 nb_generated 650 model 0 (finishes Sat 00:16 -- 474/h)
20240913-22:45:08 nb_generated 656 model 8 (finishes Sat 00:21 -- 459/h)
20240913-22:45:14 nb_generated 651 model 7 (finishes Sat 00:16 -- 474/h)
20240913-22:45:19 nb_generated 654 model 1 (finishes Sat 00:16 -- 475/h)
20240913-22:45:22 nb_generated 658 model 6 (finishes Sat 00:21 -- 460/h)
20240913-22:45:30 nb_generated 659 model 2 (finishes Sat 00:21 -- 460/h)
20240913-22:45:36 nb_generated 655 model 8 (finishes Sat 00:16 -- 474/h)
20240913-22:45:41 nb_generated 661 model 3 (finishes Sat 00:21 -- 460/h)
20240913-22:45:50 nb_generated 656 model 8 (finishes Sat 00:16 -- 473/h)
20240913-22:45:52 nb_generated 664 model 4 (finishes Sat 00:21 -- 460/h)
20240913-22:46:03 nb_generated 656 model 0 (finishes Sat 00:17 -- 472/h)
20240913-22:46:04 nb_generated 664 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:46:13 nb_generated 666 model 6 (finishes Sat 00:21 -- 459/h)
20240913-22:46:18 nb_generated 657 model 3 (finishes Sat 00:17 -- 471/h)
20240913-22:46:21 nb_generated 667 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:46:31 nb_generated 659 model 8 (finishes Sat 00:17 -- 471/h)
20240913-22:46:37 nb_generated 668 model 7 (finishes Sat 00:22 -- 458/h)
20240913-22:46:45 nb_generated 670 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:46:48 nb_generated 661 model 3 (finishes Sat 00:17 -- 471/h)
20240913-22:46:52 nb_generated 672 model 5 (finishes Sat 00:21 -- 460/h)
20240913-22:46:57 nb_generated 661 model 3 (finishes Sat 00:17 -- 470/h)
20240913-22:47:00 nb_generated 673 model 3 (finishes Sat 00:21 -- 460/h)
20240913-22:47:05 nb_generated 663 model 5 (finishes Sat 00:17 -- 471/h)
20240913-22:47:16 nb_generated 665 model 9 (finishes Sat 00:17 -- 471/h)
20240913-22:47:17 nb_generated 674 model 0 (finishes Sat 00:21 -- 459/h)
20240913-22:47:27 nb_generated 675 model 0 (finishes Sat 00:22 -- 458/h)
20240913-22:47:35 nb_generated 665 model 8 (finishes Sat 00:18 -- 469/h)
20240913-22:47:37 nb_generated 676 model 2 (finishes Sat 00:22 -- 458/h)
20240913-22:47:44 nb_generated 678 model 1 (finishes Sat 00:21 -- 459/h)
20240913-22:47:47 nb_generated 667 model 4 (finishes Sat 00:18 -- 469/h)
20240913-22:47:58 nb_generated 670 model 4 (finishes Sat 00:18 -- 469/h)
20240913-22:48:04 nb_generated 671 model 1 (finishes Sat 00:18 -- 469/h)
20240913-22:48:11 nb_generated 679 model 8 (finishes Sat 00:22 -- 457/h)
20240913-22:48:14 nb_generated 671 model 5 (finishes Sat 00:18 -- 468/h)
20240913-22:48:23 nb_generated 679 model 1 (finishes Sat 00:23 -- 455/h)
20240913-22:48:25 nb_generated 672 model 0 (finishes Sat 00:18 -- 468/h)
20240913-22:48:31 nb_generated 683 model 9 (finishes Sat 00:22 -- 456/h)
20240913-22:48:32 nb_generated 673 model 5 (finishes Sat 00:18 -- 467/h)
20240913-22:48:38 nb_generated 674 model 1 (finishes Sat 00:18 -- 467/h)
20240913-22:48:49 nb_generated 684 model 8 (finishes Sat 00:23 -- 455/h)
20240913-22:48:55 nb_generated 676 model 9 (finishes Sat 00:18 -- 467/h)
20240913-22:49:01 nb_generated 687 model 2 (finishes Sat 00:23 -- 455/h)
20240913-22:49:08 nb_generated 677 model 8 (finishes Sat 00:19 -- 466/h)
20240913-22:49:10 nb_generated 687 model 9 (finishes Sat 00:23 -- 454/h)
20240913-22:49:15 nb_generated 677 model 5 (finishes Sat 00:19 -- 465/h)
20240913-22:49:19 nb_generated 688 model 2 (finishes Sat 00:23 -- 454/h)
20240913-22:49:21 nb_generated 680 model 3 (finishes Sat 00:19 -- 467/h)
20240913-22:49:31 nb_generated 690 model 9 (finishes Sat 00:23 -- 454/h)
20240913-22:49:32 nb_generated 680 model 7 (finishes Sat 00:19 -- 466/h)
20240913-22:49:40 nb_generated 682 model 5 (finishes Sat 00:19 -- 466/h)
20240913-22:49:41 nb_generated 694 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:49:49 nb_generated 683 model 6 (finishes Sat 00:19 -- 465/h)
20240913-22:49:53 nb_generated 697 model 8 (finishes Sat 00:23 -- 456/h)
20240913-22:50:03 nb_generated 685 model 0 (finishes Sat 00:19 -- 465/h)
20240913-22:50:05 nb_generated 697 model 7 (finishes Sat 00:23 -- 454/h)
20240913-22:50:15 nb_generated 698 model 2 (finishes Sat 00:23 -- 453/h)
20240913-22:50:15 nb_generated 688 model 9 (finishes Sat 00:19 -- 466/h)
20240913-22:50:25 nb_generated 701 model 0 (finishes Sat 00:23 -- 455/h)
20240913-22:50:28 nb_generated 691 model 7 (finishes Sat 00:19 -- 467/h)
20240913-22:50:34 nb_generated 703 model 5 (finishes Sat 00:23 -- 456/h)
20240913-22:50:38 nb_generated 692 model 6 (finishes Sat 00:19 -- 466/h)
20240913-22:50:40 nb_generated 705 model 5 (finishes Sat 00:23 -- 456/h)
20240913-22:50:48 nb_generated 705 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:50:50 nb_generated 695 model 9 (finishes Sat 00:19 -- 466/h)
20240913-22:50:55 nb_generated 707 model 1 (finishes Sat 00:23 -- 455/h)
20240913-22:51:02 nb_generated 708 model 1 (finishes Sat 00:23 -- 455/h)
20240913-22:51:04 nb_generated 697 model 8 (finishes Sat 00:19 -- 466/h)
20240913-22:51:15 nb_generated 711 model 2 (finishes Sat 00:22 -- 456/h)
20240913-22:51:24 nb_generated 698 model 8 (finishes Sat 00:19 -- 464/h)
20240913-22:51:27 nb_generated 712 model 8 (finishes Sat 00:23 -- 455/h)
20240913-22:51:31 nb_generated 701 model 0 (finishes Sat 00:19 -- 466/h)
20240913-22:51:36 nb_generated 714 model 1 (finishes Sat 00:23 -- 456/h)
20240913-22:51:39 nb_generated 703 model 0 (finishes Sat 00:19 -- 466/h)
20240913-22:51:43 nb_generated 714 model 1 (finishes Sat 00:23 -- 455/h)
20240913-22:51:49 nb_generated 705 model 7 (finishes Sat 00:19 -- 467/h)
20240913-22:51:54 nb_generated 716 model 4 (finishes Sat 00:23 -- 455/h)
20240913-22:52:02 nb_generated 705 model 1 (finishes Sat 00:19 -- 465/h)
20240913-22:52:08 nb_generated 716 model 0 (finishes Sat 00:23 -- 454/h)
20240913-22:52:13 nb_generated 705 model 8 (finishes Sat 00:20 -- 464/h)
20240913-22:52:16 nb_generated 719 model 9 (finishes Sat 00:23 -- 456/h)
20240913-22:52:22 nb_generated 708 model 1 (finishes Sat 00:20 -- 464/h)
20240913-22:52:26 nb_generated 723 model 4 (finishes Sat 00:22 -- 457/h)
20240913-22:52:37 nb_generated 708 model 8 (finishes Sat 00:20 -- 462/h)
20240913-22:52:38 nb_generated 725 model 9 (finishes Sat 00:22 -- 457/h)
20240913-22:52:52 nb_generated 726 model 3 (finishes Sat 00:22 -- 457/h)
20240913-22:52:57 nb_generated 709 model 8 (finishes Sat 00:21 -- 461/h)
20240913-22:53:06 nb_generated 727 model 6 (finishes Sat 00:22 -- 456/h)
20240913-22:53:08 nb_generated 711 model 0 (finishes Sat 00:20 -- 462/h)
20240913-22:53:19 nb_generated 712 model 7 (finishes Sat 00:21 -- 461/h)
20240913-22:53:19 nb_generated 727 model 6 (finishes Sat 00:23 -- 455/h)
20240913-22:53:28 nb_generated 714 model 4 (finishes Sat 00:20 -- 462/h)
20240913-22:53:31 nb_generated 730 model 6 (finishes Sat 00:22 -- 456/h)
20240913-22:53:36 nb_generated 715 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:53:42 nb_generated 733 model 7 (finishes Sat 00:22 -- 457/h)
20240913-22:53:44 nb_generated 719 model 0 (finishes Sat 00:20 -- 462/h)
20240913-22:53:50 nb_generated 735 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:53:55 nb_generated 719 model 8 (finishes Sat 00:21 -- 461/h)
20240913-22:53:57 nb_generated 740 model 1 (finishes Sat 00:21 -- 460/h)
20240913-22:54:03 nb_generated 721 model 7 (finishes Sat 00:21 -- 461/h)
20240913-22:54:03 nb_generated 744 model 5 (finishes Sat 00:20 -- 462/h)
20240913-22:54:11 nb_generated 721 model 3 (finishes Sat 00:21 -- 460/h)
20240913-22:54:16 nb_generated 747 model 0 (finishes Sat 00:20 -- 462/h)
20240913-22:54:28 nb_generated 722 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:54:32 nb_generated 750 model 0 (finishes Sat 00:20 -- 463/h)
20240913-22:54:38 nb_generated 752 model 6 (finishes Sat 00:20 -- 464/h)
20240913-22:54:38 nb_generated 724 model 0 (finishes Sat 00:21 -- 460/h)
20240913-22:54:50 nb_generated 726 model 2 (finishes Sat 00:21 -- 460/h)
20240913-22:54:57 nb_generated 726 model 5 (finishes Sat 00:21 -- 459/h)
20240913-22:54:59 nb_generated 752 model 8 (finishes Sat 00:20 -- 461/h)
20240913-22:55:08 nb_generated 752 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:55:12 nb_generated 730 model 0 (finishes Sat 00:21 -- 460/h)
20240913-22:55:20 nb_generated 731 model 1 (finishes Sat 00:21 -- 460/h)
20240913-22:55:25 nb_generated 754 model 4 (finishes Sat 00:21 -- 460/h)
20240913-22:55:26 nb_generated 732 model 1 (finishes Sat 00:21 -- 460/h)
20240913-22:55:40 nb_generated 757 model 8 (finishes Sat 00:21 -- 461/h)
20240913-22:55:40 nb_generated 732 model 8 (finishes Sat 00:21 -- 459/h)
20240913-22:55:47 nb_generated 733 model 1 (finishes Sat 00:21 -- 459/h)
20240913-22:55:53 nb_generated 760 model 1 (finishes Sat 00:20 -- 461/h)
20240913-22:55:58 nb_generated 734 model 7 (finishes Sat 00:21 -- 459/h)
20240913-22:56:07 nb_generated 761 model 3 (finishes Sat 00:21 -- 461/h)
20240913-22:56:09 nb_generated 735 model 2 (finishes Sat 00:22 -- 458/h)
20240913-22:56:17 nb_generated 737 model 2 (finishes Sat 00:22 -- 458/h)
20240913-22:56:17 nb_generated 762 model 3 (finishes Sat 00:21 -- 461/h)
20240913-22:56:28 nb_generated 739 model 4 (finishes Sat 00:22 -- 458/h)
20240913-22:56:30 nb_generated 762 model 6 (finishes Sat 00:21 -- 459/h)
20240913-22:56:35 nb_generated 741 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:56:42 nb_generated 764 model 9 (finishes Sat 00:21 -- 459/h)
20240913-22:56:49 nb_generated 742 model 7 (finishes Sat 00:22 -- 458/h)
20240913-22:56:54 nb_generated 765 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:56:56 nb_generated 744 model 4 (finishes Sat 00:22 -- 458/h)
20240913-22:57:02 nb_generated 745 model 1 (finishes Sat 00:22 -- 458/h)
20240913-22:57:12 nb_generated 746 model 3 (finishes Sat 00:22 -- 458/h)
20240913-22:57:14 nb_generated 766 model 8 (finishes Sat 00:22 -- 457/h)
20240913-22:57:24 nb_generated 748 model 9 (finishes Sat 00:22 -- 457/h)
20240913-22:57:30 nb_generated 749 model 1 (finishes Sat 00:22 -- 457/h)
20240913-22:57:39 nb_generated 767 model 8 (finishes Sat 00:23 -- 455/h)
20240913-22:57:43 nb_generated 751 model 2 (finishes Sat 00:22 -- 457/h)
20240913-22:57:50 nb_generated 772 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:57:55 nb_generated 752 model 3 (finishes Sat 00:22 -- 456/h)
20240913-22:57:58 nb_generated 773 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:58:02 nb_generated 754 model 0 (finishes Sat 00:22 -- 457/h)
20240913-22:58:10 nb_generated 776 model 9 (finishes Sat 00:21 -- 459/h)
20240913-22:58:11 nb_generated 761 model 2 (finishes Sat 00:21 -- 461/h)
20240913-22:58:21 nb_generated 777 model 6 (finishes Sat 00:22 -- 458/h)
20240913-22:58:21 nb_generated 764 model 8 (finishes Sat 00:20 -- 461/h)
20240913-22:58:28 nb_generated 777 model 2 (finishes Sat 00:22 -- 458/h)
20240913-22:58:33 nb_generated 778 model 5 (finishes Sat 00:22 -- 458/h)
20240913-22:58:33 nb_generated 767 model 2 (finishes Sat 00:20 -- 462/h)
20240913-22:58:43 nb_generated 771 model 0 (finishes Sat 00:20 -- 462/h)
20240913-22:58:45 nb_generated 782 model 4 (finishes Sat 00:21 -- 460/h)
20240913-22:58:53 nb_generated 771 model 4 (finishes Sat 00:20 -- 461/h)
20240913-22:59:01 nb_generated 771 model 6 (finishes Sat 00:21 -- 461/h)
20240913-22:59:05 nb_generated 784 model 8 (finishes Sat 00:21 -- 459/h)
20240913-22:59:12 nb_generated 789 model 2 (finishes Sat 00:21 -- 461/h)
20240913-22:59:14 nb_generated 771 model 3 (finishes Sat 00:21 -- 459/h)
20240913-22:59:21 nb_generated 791 model 4 (finishes Sat 00:20 -- 462/h)
20240913-22:59:23 nb_generated 773 model 3 (finishes Sat 00:21 -- 460/h)
20240913-22:59:36 nb_generated 775 model 7 (finishes Sat 00:21 -- 460/h)
20240913-22:59:40 nb_generated 793 model 8 (finishes Sat 00:21 -- 461/h)
20240913-22:59:45 nb_generated 777 model 8 (finishes Sat 00:21 -- 461/h)
20240913-22:59:47 nb_generated 795 model 5 (finishes Sat 00:20 -- 462/h)
20240913-22:59:52 nb_generated 778 model 2 (finishes Sat 00:21 -- 461/h)
20240913-22:59:57 nb_generated 796 model 6 (finishes Sat 00:20 -- 462/h)
20240913-23:00:03 nb_generated 780 model 9 (finishes Sat 00:21 -- 461/h)
20240913-23:00:06 nb_generated 800 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:00:13 nb_generated 802 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:00:13 nb_generated 783 model 0 (finishes Sat 00:20 -- 462/h)
20240913-23:00:22 nb_generated 805 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:00:28 nb_generated 787 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:00:40 nb_generated 789 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:00:40 nb_generated 805 model 8 (finishes Sat 00:21 -- 461/h)
20240913-23:00:48 nb_generated 789 model 7 (finishes Sat 00:20 -- 462/h)
20240913-23:00:50 nb_generated 808 model 4 (finishes Sat 00:20 -- 462/h)
20240913-23:01:01 nb_generated 810 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:01:03 nb_generated 789 model 3 (finishes Sat 00:21 -- 461/h)
20240913-23:01:11 nb_generated 813 model 7 (finishes Sat 00:20 -- 462/h)
20240913-23:01:13 nb_generated 791 model 9 (finishes Sat 00:20 -- 461/h)
20240913-23:01:20 nb_generated 819 model 2 (finishes Sat 00:19 -- 465/h)
20240913-23:01:20 nb_generated 794 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:01:31 nb_generated 820 model 6 (finishes Sat 00:19 -- 465/h)
20240913-23:01:33 nb_generated 798 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:01:42 nb_generated 821 model 7 (finishes Sat 00:19 -- 465/h)
20240913-23:01:47 nb_generated 803 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:01:51 nb_generated 824 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:01:58 nb_generated 826 model 5 (finishes Sat 00:19 -- 467/h)
20240913-23:02:00 nb_generated 805 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:02:05 nb_generated 830 model 1 (finishes Sat 00:18 -- 469/h)
20240913-23:02:07 nb_generated 806 model 4 (finishes Sat 00:19 -- 465/h)
20240913-23:02:18 nb_generated 831 model 7 (finishes Sat 00:18 -- 468/h)
20240913-23:02:20 nb_generated 808 model 7 (finishes Sat 00:19 -- 465/h)
20240913-23:02:31 nb_generated 810 model 1 (finishes Sat 00:19 -- 466/h)
20240913-23:02:36 nb_generated 832 model 8 (finishes Sat 00:18 -- 467/h)
20240913-23:02:46 nb_generated 833 model 3 (finishes Sat 00:18 -- 467/h)
20240913-23:02:46 nb_generated 812 model 6 (finishes Sat 00:19 -- 465/h)
20240913-23:02:57 nb_generated 836 model 9 (finishes Sat 00:18 -- 468/h)
20240913-23:02:59 nb_generated 814 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:03:05 nb_generated 836 model 9 (finishes Sat 00:19 -- 467/h)
20240913-23:03:13 nb_generated 815 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:03:19 nb_generated 838 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:03:26 nb_generated 817 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:03:28 nb_generated 839 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:03:34 nb_generated 841 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:03:40 nb_generated 818 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:03:43 nb_generated 843 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:03:51 nb_generated 820 model 7 (finishes Sat 00:20 -- 464/h)
20240913-23:03:54 nb_generated 844 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:04:00 nb_generated 822 model 9 (finishes Sat 00:20 -- 464/h)
20240913-23:04:04 nb_generated 847 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:04:09 nb_generated 828 model 6 (finishes Sat 00:19 -- 467/h)
20240913-23:04:13 nb_generated 847 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:04:23 nb_generated 829 model 6 (finishes Sat 00:19 -- 466/h)
20240913-23:04:25 nb_generated 850 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:04:33 nb_generated 831 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:04:43 nb_generated 852 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:04:44 nb_generated 831 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:04:51 nb_generated 858 model 2 (finishes Sat 00:19 -- 467/h)
20240913-23:05:02 nb_generated 831 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:05:03 nb_generated 861 model 6 (finishes Sat 00:18 -- 467/h)
20240913-23:05:09 nb_generated 831 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:05:13 nb_generated 867 model 9 (finishes Sat 00:18 -- 470/h)
20240913-23:05:17 nb_generated 833 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:05:22 nb_generated 835 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:05:23 nb_generated 872 model 1 (finishes Sat 00:17 -- 471/h)
20240913-23:05:33 nb_generated 836 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:05:35 nb_generated 873 model 6 (finishes Sat 00:17 -- 471/h)
20240913-23:05:43 nb_generated 875 model 0 (finishes Sat 00:17 -- 471/h)
20240913-23:05:50 nb_generated 836 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:05:51 nb_generated 876 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:06:02 nb_generated 878 model 3 (finishes Sat 00:17 -- 471/h)
20240913-23:06:09 nb_generated 839 model 8 (finishes Sat 00:20 -- 461/h)
20240913-23:06:13 nb_generated 878 model 6 (finishes Sat 00:18 -- 470/h)
20240913-23:06:15 nb_generated 841 model 5 (finishes Sat 00:20 -- 462/h)
20240913-23:06:19 nb_generated 880 model 1 (finishes Sat 00:17 -- 471/h)
20240913-23:06:28 nb_generated 844 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:06:31 nb_generated 883 model 5 (finishes Sat 00:17 -- 472/h)
20240913-23:06:44 nb_generated 846 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:06:50 nb_generated 849 model 1 (finishes Sat 00:19 -- 465/h)
20240913-23:06:55 nb_generated 884 model 8 (finishes Sat 00:17 -- 470/h)
20240913-23:07:00 nb_generated 851 model 9 (finishes Sat 00:20 -- 464/h)
20240913-23:07:10 nb_generated 852 model 0 (finishes Sat 00:20 -- 464/h)
20240913-23:07:13 nb_generated 886 model 8 (finishes Sat 00:17 -- 470/h)
20240913-23:07:18 nb_generated 856 model 4 (finishes Sat 00:19 -- 465/h)
20240913-23:07:28 nb_generated 856 model 9 (finishes Sat 00:20 -- 464/h)
20240913-23:07:28 nb_generated 886 model 6 (finishes Sat 00:18 -- 469/h)
20240913-23:07:34 nb_generated 856 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:07:41 nb_generated 887 model 6 (finishes Sat 00:18 -- 468/h)
20240913-23:07:46 nb_generated 857 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:07:51 nb_generated 891 model 6 (finishes Sat 00:17 -- 470/h)
20240913-23:07:58 nb_generated 891 model 2 (finishes Sat 00:18 -- 469/h)
20240913-23:07:58 nb_generated 858 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:08:08 nb_generated 859 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:08:11 nb_generated 893 model 4 (finishes Sat 00:18 -- 470/h)
20240913-23:08:17 nb_generated 860 model 4 (finishes Sat 00:20 -- 462/h)
20240913-23:08:24 nb_generated 893 model 8 (finishes Sat 00:18 -- 469/h)
20240913-23:08:28 nb_generated 863 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:08:38 nb_generated 897 model 8 (finishes Sat 00:18 -- 469/h)
20240913-23:08:45 nb_generated 864 model 0 (finishes Sat 00:20 -- 462/h)
20240913-23:08:51 nb_generated 899 model 0 (finishes Sat 00:18 -- 469/h)
20240913-23:08:59 nb_generated 901 model 3 (finishes Sat 00:18 -- 470/h)
20240913-23:09:03 nb_generated 868 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:09:08 nb_generated 905 model 7 (finishes Sat 00:17 -- 471/h)
20240913-23:09:15 nb_generated 872 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:09:18 nb_generated 906 model 9 (finishes Sat 00:18 -- 470/h)
20240913-23:09:28 nb_generated 908 model 0 (finishes Sat 00:17 -- 470/h)
20240913-23:09:31 nb_generated 876 model 4 (finishes Sat 00:19 -- 466/h)
20240913-23:09:34 nb_generated 909 model 5 (finishes Sat 00:17 -- 470/h)
20240913-23:09:41 nb_generated 877 model 1 (finishes Sat 00:19 -- 466/h)
20240913-23:09:45 nb_generated 913 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:09:50 nb_generated 881 model 2 (finishes Sat 00:18 -- 468/h)
20240913-23:09:54 nb_generated 915 model 9 (finishes Sat 00:17 -- 471/h)
20240913-23:10:00 nb_generated 883 model 1 (finishes Sat 00:18 -- 468/h)
20240913-23:10:03 nb_generated 918 model 4 (finishes Sat 00:17 -- 471/h)
20240913-23:10:09 nb_generated 919 model 1 (finishes Sat 00:17 -- 471/h)
20240913-23:10:12 nb_generated 884 model 3 (finishes Sat 00:19 -- 467/h)
20240913-23:10:21 nb_generated 920 model 6 (finishes Sat 00:17 -- 471/h)
20240913-23:10:23 nb_generated 887 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:10:28 nb_generated 921 model 1 (finishes Sat 00:17 -- 471/h)
20240913-23:10:30 nb_generated 887 model 6 (finishes Sat 00:19 -- 466/h)
20240913-23:10:37 nb_generated 925 model 1 (finishes Sat 00:17 -- 472/h)
20240913-23:10:43 nb_generated 891 model 0 (finishes Sat 00:18 -- 467/h)
20240913-23:10:44 nb_generated 926 model 4 (finishes Sat 00:17 -- 472/h)
20240913-23:10:50 nb_generated 894 model 5 (finishes Sat 00:18 -- 469/h)
20240913-23:10:53 nb_generated 928 model 6 (finishes Sat 00:17 -- 472/h)
20240913-23:11:01 nb_generated 897 model 1 (finishes Sat 00:18 -- 469/h)
20240913-23:11:07 nb_generated 901 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:11:15 nb_generated 908 model 4 (finishes Sat 00:16 -- 474/h)
20240913-23:11:18 nb_generated 929 model 3 (finishes Sat 00:17 -- 471/h)
20240913-23:11:20 nb_generated 909 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:11:25 nb_generated 931 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:11:32 nb_generated 913 model 4 (finishes Sat 00:16 -- 474/h)
20240913-23:11:35 nb_generated 934 model 7 (finishes Sat 00:17 -- 472/h)
20240913-23:11:43 nb_generated 916 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:11:49 nb_generated 918 model 5 (finishes Sat 00:16 -- 475/h)
20240913-23:11:50 nb_generated 935 model 6 (finishes Sat 00:17 -- 471/h)
20240913-23:11:58 nb_generated 937 model 1 (finishes Sat 00:17 -- 472/h)
20240913-23:12:00 nb_generated 919 model 7 (finishes Sat 00:16 -- 474/h)
20240913-23:12:06 nb_generated 939 model 1 (finishes Sat 00:17 -- 472/h)
20240913-23:12:09 nb_generated 920 model 0 (finishes Sat 00:16 -- 473/h)
20240913-23:12:15 nb_generated 941 model 4 (finishes Sat 00:17 -- 473/h)
20240913-23:12:22 nb_generated 923 model 6 (finishes Sat 00:16 -- 474/h)
20240913-23:12:22 nb_generated 942 model 5 (finishes Sat 00:17 -- 472/h)
20240913-23:12:29 nb_generated 923 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:12:35 nb_generated 944 model 1 (finishes Sat 00:17 -- 472/h)
20240913-23:12:39 nb_generated 924 model 9 (finishes Sat 00:17 -- 473/h)
20240913-23:12:47 nb_generated 948 model 0 (finishes Sat 00:17 -- 473/h)
20240913-23:12:49 nb_generated 927 model 9 (finishes Sat 00:16 -- 473/h)
20240913-23:12:56 nb_generated 950 model 1 (finishes Sat 00:17 -- 473/h)
20240913-23:13:07 nb_generated 928 model 7 (finishes Sat 00:17 -- 472/h)
20240913-23:13:10 nb_generated 950 model 8 (finishes Sat 00:17 -- 472/h)
20240913-23:13:17 nb_generated 931 model 4 (finishes Sat 00:17 -- 473/h)
20240913-23:13:19 nb_generated 950 model 7 (finishes Sat 00:17 -- 471/h)
20240913-23:13:30 nb_generated 932 model 3 (finishes Sat 00:17 -- 472/h)
20240913-23:13:31 nb_generated 954 model 3 (finishes Sat 00:17 -- 472/h)
20240913-23:13:40 nb_generated 956 model 2 (finishes Sat 00:17 -- 472/h)
20240913-23:13:41 nb_generated 933 model 8 (finishes Sat 00:17 -- 472/h)
20240913-23:13:50 nb_generated 956 model 6 (finishes Sat 00:17 -- 471/h)
20240913-23:13:56 nb_generated 934 model 3 (finishes Sat 00:17 -- 470/h)
20240913-23:14:03 nb_generated 935 model 1 (finishes Sat 00:18 -- 470/h)
20240913-23:14:04 nb_generated 958 model 9 (finishes Sat 00:17 -- 471/h)
20240913-23:14:12 nb_generated 936 model 1 (finishes Sat 00:18 -- 470/h)
20240913-23:14:19 nb_generated 960 model 7 (finishes Sat 00:17 -- 471/h)
20240913-23:14:22 nb_generated 940 model 4 (finishes Sat 00:17 -- 471/h)
20240913-23:14:33 nb_generated 941 model 7 (finishes Sat 00:17 -- 470/h)
20240913-23:14:33 nb_generated 960 model 6 (finishes Sat 00:18 -- 470/h)
20240913-23:14:42 nb_generated 960 model 6 (finishes Sat 00:18 -- 469/h)
20240913-23:14:46 nb_generated 942 model 4 (finishes Sat 00:18 -- 470/h)
20240913-23:14:50 nb_generated 967 model 1 (finishes Sat 00:17 -- 472/h)
20240913-23:14:54 nb_generated 944 model 2 (finishes Sat 00:17 -- 471/h)
20240913-23:15:01 nb_generated 944 model 1 (finishes Sat 00:18 -- 470/h)
20240913-23:15:03 nb_generated 970 model 6 (finishes Sat 00:17 -- 473/h)
20240913-23:15:08 nb_generated 946 model 4 (finishes Sat 00:18 -- 470/h)
20240913-23:15:16 nb_generated 947 model 9 (finishes Sat 00:18 -- 470/h)
20240913-23:15:16 nb_generated 972 model 4 (finishes Sat 00:16 -- 473/h)
20240913-23:15:24 nb_generated 975 model 2 (finishes Sat 00:16 -- 474/h)
20240913-23:15:27 nb_generated 947 model 3 (finishes Sat 00:18 -- 469/h)
20240913-23:15:33 nb_generated 980 model 2 (finishes Sat 00:16 -- 476/h)
20240913-23:15:45 nb_generated 948 model 0 (finishes Sat 00:18 -- 468/h)
20240913-23:15:47 nb_generated 981 model 6 (finishes Sat 00:16 -- 475/h)
20240913-23:15:57 nb_generated 952 model 0 (finishes Sat 00:18 -- 470/h)
20240913-23:16:00 nb_generated 983 model 4 (finishes Sat 00:16 -- 475/h)
20240913-23:16:09 nb_generated 953 model 3 (finishes Sat 00:18 -- 469/h)
20240913-23:16:17 nb_generated 957 model 4 (finishes Sat 00:17 -- 471/h)
20240913-23:16:22 nb_generated 984 model 8 (finishes Sat 00:16 -- 474/h)
20240913-23:16:25 nb_generated 960 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:16:36 nb_generated 985 model 6 (finishes Sat 00:16 -- 473/h)
20240913-23:16:37 nb_generated 962 model 3 (finishes Sat 00:17 -- 471/h)
20240913-23:16:47 nb_generated 964 model 2 (finishes Sat 00:17 -- 471/h)
20240913-23:16:54 nb_generated 965 model 3 (finishes Sat 00:17 -- 471/h)
20240913-23:16:56 nb_generated 986 model 8 (finishes Sat 00:17 -- 472/h)
20240913-23:17:05 nb_generated 990 model 2 (finishes Sat 00:16 -- 474/h)
20240913-23:17:11 nb_generated 966 model 9 (finishes Sat 00:18 -- 470/h)
20240913-23:17:14 nb_generated 992 model 2 (finishes Sat 00:16 -- 474/h)
20240913-23:17:21 nb_generated 968 model 7 (finishes Sat 00:18 -- 470/h)
20240913-23:17:27 nb_generated 972 model 5 (finishes Sat 00:17 -- 471/h)
20240913-23:17:31 nb_generated 993 model 0 (finishes Sat 00:16 -- 473/h)
20240913-23:17:38 nb_generated 975 model 6 (finishes Sat 00:17 -- 472/h)
20240913-23:17:40 nb_generated 996 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:17:48 nb_generated 976 model 0 (finishes Sat 00:17 -- 471/h)
20240913-23:17:50 nb_generated 997 model 0 (finishes Sat 00:16 -- 474/h)
20240913-23:17:59 nb_generated 977 model 7 (finishes Sat 00:17 -- 471/h)
20240913-23:17:59 nb_generated 999 model 4 (finishes Sat 00:16 -- 473/h)
20240913-23:18:06 nb_generated 1001 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:18:13 nb_generated 977 model 7 (finishes Sat 00:18 -- 470/h)
20240913-23:18:17 nb_generated 1002 model 6 (finishes Sat 00:16 -- 474/h)
20240913-23:18:24 nb_generated 1003 model 4 (finishes Sat 00:16 -- 474/h)
20240913-23:18:25 nb_generated 977 model 0 (finishes Sat 00:18 -- 469/h)
20240913-23:18:34 nb_generated 979 model 5 (finishes Sat 00:18 -- 469/h)
20240913-23:18:35 nb_generated 1005 model 3 (finishes Sat 00:16 -- 474/h)
20240913-23:18:46 nb_generated 980 model 8 (finishes Sat 00:18 -- 469/h)
20240913-23:18:48 nb_generated 1007 model 9 (finishes Sat 00:16 -- 474/h)
20240913-23:18:58 nb_generated 980 model 1 (finishes Sat 00:18 -- 468/h)
20240913-23:18:59 nb_generated 1007 model 7 (finishes Sat 00:16 -- 473/h)
20240913-23:19:05 nb_generated 1010 model 5 (finishes Sat 00:16 -- 475/h)
20240913-23:19:10 nb_generated 982 model 0 (finishes Sat 00:18 -- 468/h)
20240913-23:19:18 nb_generated 1011 model 8 (finishes Sat 00:16 -- 474/h)
20240913-23:19:20 nb_generated 982 model 1 (finishes Sat 00:18 -- 468/h)
20240913-23:19:25 nb_generated 1011 model 1 (finishes Sat 00:16 -- 474/h)
20240913-23:19:32 nb_generated 1014 model 5 (finishes Sat 00:16 -- 475/h)
20240913-23:19:33 nb_generated 985 model 9 (finishes Sat 00:18 -- 467/h)
20240913-23:19:45 nb_generated 1014 model 8 (finishes Sat 00:16 -- 474/h)
20240913-23:19:49 nb_generated 988 model 9 (finishes Sat 00:19 -- 467/h)
20240913-23:20:04 nb_generated 990 model 1 (finishes Sat 00:19 -- 467/h)
20240913-23:20:10 nb_generated 992 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:20:11 nb_generated 1014 model 8 (finishes Sat 00:17 -- 472/h)
20240913-23:20:23 nb_generated 1016 model 6 (finishes Sat 00:17 -- 472/h)
20240913-23:20:23 nb_generated 994 model 3 (finishes Sat 00:19 -- 466/h)
20240913-23:20:34 nb_generated 997 model 0 (finishes Sat 00:19 -- 467/h)
20240913-23:20:36 nb_generated 1018 model 3 (finishes Sat 00:17 -- 472/h)
20240913-23:20:43 nb_generated 1020 model 5 (finishes Sat 00:17 -- 472/h)
20240913-23:20:45 nb_generated 1000 model 6 (finishes Sat 00:19 -- 467/h)
20240913-23:20:54 nb_generated 1003 model 0 (finishes Sat 00:18 -- 468/h)
20240913-23:20:58 nb_generated 1020 model 3 (finishes Sat 00:17 -- 471/h)
20240913-23:21:09 nb_generated 1023 model 9 (finishes Sat 00:17 -- 472/h)
20240913-23:21:11 nb_generated 1004 model 8 (finishes Sat 00:18 -- 467/h)
20240913-23:21:20 nb_generated 1027 model 2 (finishes Sat 00:16 -- 473/h)
20240913-23:21:20 nb_generated 1008 model 1 (finishes Sat 00:18 -- 467/h)
20240913-23:21:27 nb_generated 1009 model 4 (finishes Sat 00:19 -- 467/h)
20240913-23:21:33 nb_generated 1032 model 8 (finishes Sat 00:16 -- 474/h)
20240913-23:21:33 nb_generated 1011 model 5 (finishes Sat 00:19 -- 467/h)
20240913-23:21:41 nb_generated 1013 model 2 (finishes Sat 00:18 -- 468/h)
20240913-23:21:47 nb_generated 1032 model 7 (finishes Sat 00:17 -- 473/h)
20240913-23:21:56 nb_generated 1013 model 8 (finishes Sat 00:19 -- 466/h)
20240913-23:21:57 nb_generated 1034 model 4 (finishes Sat 00:16 -- 473/h)
20240913-23:22:05 nb_generated 1015 model 4 (finishes Sat 00:19 -- 467/h)
20240913-23:22:08 nb_generated 1034 model 7 (finishes Sat 00:17 -- 472/h)
20240913-23:22:21 nb_generated 1015 model 8 (finishes Sat 00:19 -- 466/h)
20240913-23:22:23 nb_generated 1035 model 9 (finishes Sat 00:17 -- 472/h)
20240913-23:22:32 nb_generated 1019 model 9 (finishes Sat 00:18 -- 467/h)
20240913-23:22:40 nb_generated 1020 model 3 (finishes Sat 00:19 -- 467/h)
20240913-23:22:42 nb_generated 1037 model 8 (finishes Sat 00:17 -- 472/h)
20240913-23:22:51 nb_generated 1020 model 7 (finishes Sat 00:19 -- 466/h)
20240913-23:22:52 nb_generated 1039 model 0 (finishes Sat 00:17 -- 471/h)
20240913-23:22:58 nb_generated 1023 model 4 (finishes Sat 00:19 -- 466/h)
20240913-23:23:04 nb_generated 1040 model 6 (finishes Sat 00:17 -- 471/h)
20240913-23:23:11 nb_generated 1042 model 4 (finishes Sat 00:17 -- 471/h)
20240913-23:23:13 nb_generated 1023 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:23:23 nb_generated 1027 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:23:25 nb_generated 1042 model 7 (finishes Sat 00:18 -- 470/h)
20240913-23:23:31 nb_generated 1043 model 1 (finishes Sat 00:17 -- 470/h)
20240913-23:23:33 nb_generated 1028 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:23:41 nb_generated 1046 model 1 (finishes Sat 00:17 -- 471/h)
20240913-23:23:51 nb_generated 1046 model 7 (finishes Sat 00:17 -- 470/h)
20240913-23:23:55 nb_generated 1028 model 8 (finishes Sat 00:20 -- 464/h)
20240913-23:24:00 nb_generated 1046 model 1 (finishes Sat 00:18 -- 470/h)
20240913-23:24:11 nb_generated 1030 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:24:18 nb_generated 1031 model 1 (finishes Sat 00:20 -- 464/h)
20240913-23:24:18 nb_generated 1048 model 7 (finishes Sat 00:18 -- 470/h)
20240913-23:24:26 nb_generated 1033 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:24:27 nb_generated 1049 model 6 (finishes Sat 00:18 -- 469/h)
20240913-23:24:39 nb_generated 1050 model 9 (finishes Sat 00:18 -- 469/h)
20240913-23:24:39 nb_generated 1034 model 4 (finishes Sat 00:20 -- 462/h)
20240913-23:24:50 nb_generated 1050 model 7 (finishes Sat 00:18 -- 468/h)
20240913-23:24:57 nb_generated 1037 model 7 (finishes Sat 00:20 -- 462/h)
20240913-23:25:07 nb_generated 1037 model 2 (finishes Sat 00:20 -- 461/h)
20240913-23:25:08 nb_generated 1051 model 8 (finishes Sat 00:19 -- 467/h)
20240913-23:25:16 nb_generated 1040 model 2 (finishes Sat 00:20 -- 462/h)
20240913-23:25:22 nb_generated 1051 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:25:29 nb_generated 1042 model 4 (finishes Sat 00:20 -- 463/h)
20240913-23:25:30 nb_generated 1054 model 0 (finishes Sat 00:19 -- 467/h)
20240913-23:25:39 nb_generated 1047 model 1 (finishes Sat 00:19 -- 465/h)
20240913-23:25:40 nb_generated 1055 model 2 (finishes Sat 00:19 -- 467/h)
20240913-23:25:51 nb_generated 1051 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:25:52 nb_generated 1057 model 7 (finishes Sat 00:18 -- 467/h)
20240913-23:26:02 nb_generated 1051 model 8 (finishes Sat 00:19 -- 465/h)
20240913-23:26:03 nb_generated 1057 model 3 (finishes Sat 00:19 -- 466/h)
20240913-23:26:11 nb_generated 1058 model 4 (finishes Sat 00:19 -- 466/h)
20240913-23:26:13 nb_generated 1054 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:26:22 nb_generated 1056 model 1 (finishes Sat 00:19 -- 466/h)
20240913-23:26:28 nb_generated 1057 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:26:29 nb_generated 1059 model 7 (finishes Sat 00:19 -- 466/h)
20240913-23:26:40 nb_generated 1058 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:26:42 nb_generated 1063 model 4 (finishes Sat 00:19 -- 466/h)
20240913-23:26:50 nb_generated 1066 model 4 (finishes Sat 00:19 -- 467/h)
20240913-23:26:52 nb_generated 1060 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:27:01 nb_generated 1065 model 4 (finishes Sat 00:19 -- 467/h)
20240913-23:27:08 nb_generated 1067 model 1 (finishes Sat 00:18 -- 467/h)
20240913-23:27:14 nb_generated 1067 model 6 (finishes Sat 00:19 -- 466/h)
20240913-23:27:21 nb_generated 1068 model 8 (finishes Sat 00:19 -- 467/h)
20240913-23:27:21 nb_generated 1068 model 1 (finishes Sat 00:19 -- 465/h)
20240913-23:27:29 nb_generated 1070 model 4 (finishes Sat 00:18 -- 467/h)
20240913-23:27:29 nb_generated 1069 model 6 (finishes Sat 00:19 -- 465/h)
20240913-23:27:40 nb_generated 1071 model 1 (finishes Sat 00:19 -- 467/h)
20240913-23:27:44 nb_generated 1072 model 6 (finishes Sat 00:19 -- 465/h)
20240913-23:27:49 nb_generated 1073 model 2 (finishes Sat 00:18 -- 468/h)
20240913-23:27:51 nb_generated 1073 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:28:02 nb_generated 1073 model 8 (finishes Sat 00:19 -- 467/h)
20240913-23:28:03 nb_generated 1075 model 8 (finishes Sat 00:20 -- 464/h)
20240913-23:28:12 nb_generated 1076 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:28:20 nb_generated 1076 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:28:21 nb_generated 1079 model 4 (finishes Sat 00:19 -- 467/h)
20240913-23:28:30 nb_generated 1076 model 7 (finishes Sat 00:20 -- 462/h)
20240913-23:28:32 nb_generated 1081 model 5 (finishes Sat 00:18 -- 467/h)
20240913-23:28:43 nb_generated 1079 model 9 (finishes Sat 00:20 -- 463/h)
20240913-23:28:44 nb_generated 1082 model 9 (finishes Sat 00:19 -- 467/h)
20240913-23:28:54 nb_generated 1085 model 4 (finishes Sat 00:18 -- 468/h)
20240913-23:28:54 nb_generated 1080 model 2 (finishes Sat 00:20 -- 462/h)
20240913-23:29:12 nb_generated 1085 model 8 (finishes Sat 00:19 -- 467/h)
20240913-23:29:12 nb_generated 1081 model 9 (finishes Sat 00:20 -- 462/h)
20240913-23:29:19 nb_generated 1083 model 5 (finishes Sat 00:20 -- 462/h)
20240913-23:29:24 nb_generated 1085 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:29:30 nb_generated 1086 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:29:32 nb_generated 1086 model 2 (finishes Sat 00:19 -- 465/h)
20240913-23:29:40 nb_generated 1088 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:29:40 nb_generated 1089 model 0 (finishes Sat 00:19 -- 466/h)
20240913-23:29:51 nb_generated 1089 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:29:55 nb_generated 1092 model 1 (finishes Sat 00:19 -- 466/h)
20240913-23:30:04 nb_generated 1090 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:30:15 nb_generated 1095 model 8 (finishes Sat 00:19 -- 466/h)
20240913-23:30:16 nb_generated 1092 model 9 (finishes Sat 00:20 -- 462/h)
20240913-23:30:23 nb_generated 1095 model 1 (finishes Sat 00:19 -- 465/h)
20240913-23:30:30 nb_generated 1093 model 4 (finishes Sat 00:20 -- 462/h)
20240913-23:30:34 nb_generated 1096 model 4 (finishes Sat 00:19 -- 465/h)
20240913-23:30:40 nb_generated 1094 model 5 (finishes Sat 00:20 -- 462/h)
20240913-23:30:46 nb_generated 1096 model 4 (finishes Sat 00:19 -- 464/h)
20240913-23:30:55 nb_generated 1099 model 2 (finishes Sat 00:20 -- 463/h)
20240913-23:31:02 nb_generated 1103 model 1 (finishes Sat 00:19 -- 464/h)
20240913-23:31:15 nb_generated 1097 model 8 (finishes Sat 00:20 -- 463/h)
20240913-23:31:18 nb_generated 1104 model 7 (finishes Sat 00:20 -- 464/h)
20240913-23:31:30 nb_generated 1105 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:31:32 nb_generated 1099 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:31:39 nb_generated 1107 model 3 (finishes Sat 00:20 -- 464/h)
20240913-23:31:46 nb_generated 1101 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:31:46 nb_generated 1109 model 7 (finishes Sat 00:19 -- 464/h)
20240913-23:31:56 nb_generated 1112 model 2 (finishes Sat 00:19 -- 464/h)
20240913-23:32:00 nb_generated 1107 model 4 (finishes Sat 00:20 -- 464/h)
20240913-23:32:05 nb_generated 1114 model 5 (finishes Sat 00:19 -- 465/h)
20240913-23:32:06 nb_generated 1109 model 2 (finishes Sat 00:20 -- 464/h)
20240913-23:32:14 nb_generated 1113 model 5 (finishes Sat 00:19 -- 465/h)
20240913-23:32:22 nb_generated 1115 model 8 (finishes Sat 00:20 -- 464/h)
20240913-23:32:23 nb_generated 1115 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:32:31 nb_generated 1117 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:32:34 nb_generated 1116 model 7 (finishes Sat 00:19 -- 465/h)
20240913-23:32:39 nb_generated 1117 model 1 (finishes Sat 00:20 -- 464/h)
20240913-23:32:44 nb_generated 1117 model 7 (finishes Sat 00:19 -- 465/h)
20240913-23:32:46 nb_generated 1118 model 7 (finishes Sat 00:20 -- 464/h)
20240913-23:32:54 nb_generated 1118 model 3 (finishes Sat 00:20 -- 464/h)
20240913-23:32:55 nb_generated 1118 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:33:02 nb_generated 1122 model 2 (finishes Sat 00:19 -- 465/h)
20240913-23:33:12 nb_generated 1123 model 5 (finishes Sat 00:19 -- 464/h)
20240913-23:33:12 nb_generated 1118 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:33:20 nb_generated 1123 model 4 (finishes Sat 00:20 -- 464/h)
20240913-23:33:26 nb_generated 1118 model 7 (finishes Sat 00:20 -- 461/h)
20240913-23:33:27 nb_generated 1126 model 4 (finishes Sat 00:19 -- 465/h)
20240913-23:33:32 nb_generated 1121 model 1 (finishes Sat 00:20 -- 463/h)
20240913-23:33:42 nb_generated 1122 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:33:42 nb_generated 1126 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:33:51 nb_generated 1123 model 7 (finishes Sat 00:20 -- 462/h)
20240913-23:33:57 nb_generated 1127 model 9 (finishes Sat 00:20 -- 464/h)
20240913-23:34:01 nb_generated 1126 model 7 (finishes Sat 00:20 -- 463/h)
20240913-23:34:09 nb_generated 1133 model 5 (finishes Sat 00:19 -- 465/h)
20240913-23:34:11 nb_generated 1128 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:34:22 nb_generated 1131 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:34:23 nb_generated 1136 model 8 (finishes Sat 00:19 -- 466/h)
20240913-23:34:31 nb_generated 1131 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:34:34 nb_generated 1137 model 6 (finishes Sat 00:19 -- 465/h)
20240913-23:34:42 nb_generated 1133 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:34:44 nb_generated 1137 model 1 (finishes Sat 00:19 -- 464/h)
20240913-23:34:50 nb_generated 1137 model 2 (finishes Sat 00:20 -- 464/h)
20240913-23:34:53 nb_generated 1138 model 5 (finishes Sat 00:19 -- 464/h)
20240913-23:35:00 nb_generated 1140 model 2 (finishes Sat 00:20 -- 464/h)
20240913-23:35:01 nb_generated 1139 model 9 (finishes Sat 00:19 -- 464/h)
20240913-23:35:10 nb_generated 1141 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:35:16 nb_generated 1142 model 9 (finishes Sat 00:19 -- 464/h)
20240913-23:35:20 nb_generated 1143 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:35:26 nb_generated 1144 model 7 (finishes Sat 00:20 -- 464/h)
20240913-23:35:33 nb_generated 1146 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:35:37 nb_generated 1147 model 1 (finishes Sat 00:20 -- 464/h)
20240913-23:35:42 nb_generated 1151 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:35:44 nb_generated 1146 model 3 (finishes Sat 00:20 -- 464/h)
20240913-23:35:48 nb_generated 1151 model 5 (finishes Sat 00:19 -- 465/h)
20240913-23:35:53 nb_generated 1146 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:35:55 nb_generated 1152 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:36:01 nb_generated 1148 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:36:11 nb_generated 1150 model 2 (finishes Sat 00:19 -- 464/h)
20240913-23:36:13 nb_generated 1152 model 8 (finishes Sat 00:19 -- 464/h)
20240913-23:36:21 nb_generated 1154 model 4 (finishes Sat 00:19 -- 465/h)
20240913-23:36:22 nb_generated 1153 model 1 (finishes Sat 00:20 -- 464/h)
20240913-23:36:30 nb_generated 1157 model 0 (finishes Sat 00:19 -- 466/h)
20240913-23:36:35 nb_generated 1155 model 2 (finishes Sat 00:19 -- 464/h)
20240913-23:36:41 nb_generated 1158 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:36:44 nb_generated 1156 model 3 (finishes Sat 00:19 -- 464/h)
20240913-23:36:48 nb_generated 1159 model 3 (finishes Sat 00:19 -- 466/h)
20240913-23:36:54 nb_generated 1159 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:37:00 nb_generated 1161 model 2 (finishes Sat 00:19 -- 466/h)
20240913-23:37:02 nb_generated 1160 model 3 (finishes Sat 00:19 -- 465/h)
20240913-23:37:13 nb_generated 1160 model 9 (finishes Sat 00:19 -- 464/h)
20240913-23:37:15 nb_generated 1164 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:37:21 nb_generated 1162 model 1 (finishes Sat 00:19 -- 464/h)
20240913-23:37:25 nb_generated 1166 model 2 (finishes Sat 00:19 -- 467/h)
20240913-23:37:30 nb_generated 1162 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:37:34 nb_generated 1166 model 4 (finishes Sat 00:19 -- 466/h)
20240913-23:37:42 nb_generated 1165 model 0 (finishes Sat 00:19 -- 465/h)
20240913-23:37:44 nb_generated 1168 model 3 (finishes Sat 00:19 -- 466/h)
20240913-23:37:51 nb_generated 1165 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:37:56 nb_generated 1169 model 3 (finishes Sat 00:19 -- 466/h)
20240913-23:38:05 nb_generated 1171 model 1 (finishes Sat 00:19 -- 466/h)
20240913-23:38:08 nb_generated 1165 model 9 (finishes Sat 00:20 -- 463/h)
20240913-23:38:16 nb_generated 1172 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:38:17 nb_generated 1167 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:38:28 nb_generated 1168 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:38:33 nb_generated 1172 model 8 (finishes Sat 00:19 -- 465/h)
20240913-23:38:35 nb_generated 1169 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:38:41 nb_generated 1172 model 3 (finishes Sat 00:20 -- 464/h)
20240913-23:38:44 nb_generated 1169 model 6 (finishes Sat 00:20 -- 462/h)
20240913-23:38:53 nb_generated 1174 model 0 (finishes Sat 00:19 -- 464/h)
20240913-23:39:00 nb_generated 1173 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:39:03 nb_generated 1174 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:39:11 nb_generated 1174 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:39:13 nb_generated 1177 model 4 (finishes Sat 00:20 -- 464/h)
20240913-23:39:23 nb_generated 1178 model 0 (finishes Sat 00:20 -- 464/h)
20240913-23:39:24 nb_generated 1179 model 9 (finishes Sat 00:20 -- 463/h)
20240913-23:39:29 nb_generated 1180 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:39:41 nb_generated 1181 model 1 (finishes Sat 00:20 -- 463/h)
20240913-23:39:42 nb_generated 1179 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:39:54 nb_generated 1182 model 0 (finishes Sat 00:20 -- 463/h)
20240913-23:39:54 nb_generated 1180 model 6 (finishes Sat 00:20 -- 462/h)
20240913-23:40:03 nb_generated 1182 model 2 (finishes Sat 00:20 -- 461/h)
20240913-23:40:11 nb_generated 1185 model 2 (finishes Sat 00:20 -- 461/h)
20240913-23:40:14 nb_generated 1183 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:40:19 nb_generated 1187 model 5 (finishes Sat 00:21 -- 461/h)
20240913-23:40:26 nb_generated 1185 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:40:38 nb_generated 1188 model 9 (finishes Sat 00:21 -- 460/h)
20240913-23:40:41 nb_generated 1187 model 0 (finishes Sat 00:20 -- 462/h)
20240913-23:40:47 nb_generated 1189 model 7 (finishes Sat 00:21 -- 460/h)
20240913-23:40:50 nb_generated 1187 model 1 (finishes Sat 00:20 -- 461/h)
20240913-23:40:56 nb_generated 1192 model 9 (finishes Sat 00:21 -- 461/h)
20240913-23:41:02 nb_generated 1188 model 3 (finishes Sat 00:21 -- 461/h)
20240913-23:41:07 nb_generated 1195 model 3 (finishes Sat 00:21 -- 461/h)
20240913-23:41:10 nb_generated 1193 model 4 (finishes Sat 00:20 -- 462/h)
20240913-23:41:15 nb_generated 1196 model 1 (finishes Sat 00:21 -- 461/h)
20240913-23:41:22 nb_generated 1197 model 5 (finishes Sat 00:21 -- 461/h)
20240913-23:41:26 nb_generated 1196 model 6 (finishes Sat 00:20 -- 463/h)
20240913-23:41:31 nb_generated 1198 model 9 (finishes Sat 00:21 -- 461/h)
20240913-23:41:35 nb_generated 1200 model 2 (finishes Sat 00:20 -- 463/h)
20240913-23:41:42 nb_generated 1198 model 7 (finishes Sat 00:21 -- 460/h)
20240913-23:41:51 nb_generated 1200 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:41:57 nb_generated 1198 model 6 (finishes Sat 00:21 -- 459/h)
20240913-23:42:00 nb_generated 1205 model 4 (finishes Sat 00:20 -- 463/h)
20240913-23:42:07 nb_generated 1199 model 0 (finishes Sat 00:21 -- 459/h)
20240913-23:42:11 nb_generated 1206 model 9 (finishes Sat 00:20 -- 463/h)
20240913-23:42:18 nb_generated 1207 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:42:19 nb_generated 1200 model 4 (finishes Sat 00:21 -- 459/h)
20240913-23:42:25 nb_generated 1208 model 2 (finishes Sat 00:20 -- 462/h)
20240913-23:42:30 nb_generated 1200 model 7 (finishes Sat 00:22 -- 458/h)
20240913-23:42:32 nb_generated 1208 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:42:43 nb_generated 1211 model 3 (finishes Sat 00:20 -- 463/h)
20240913-23:42:45 nb_generated 1200 model 0 (finishes Sat 00:22 -- 457/h)
20240913-23:42:49 nb_generated 1212 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:42:58 nb_generated 1204 model 9 (finishes Sat 00:22 -- 458/h)
20240913-23:43:07 nb_generated 1212 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:43:08 nb_generated 1204 model 1 (finishes Sat 00:22 -- 457/h)
20240913-23:43:16 nb_generated 1206 model 2 (finishes Sat 00:22 -- 457/h)
20240913-23:43:25 nb_generated 1206 model 1 (finishes Sat 00:22 -- 457/h)
20240913-23:43:25 nb_generated 1214 model 0 (finishes Sat 00:21 -- 461/h)
20240913-23:43:35 nb_generated 1207 model 6 (finishes Sat 00:22 -- 457/h)
20240913-23:43:47 nb_generated 1209 model 7 (finishes Sat 00:22 -- 456/h)
20240913-23:43:48 nb_generated 1215 model 8 (finishes Sat 00:21 -- 460/h)
20240913-23:43:58 nb_generated 1218 model 2 (finishes Sat 00:21 -- 460/h)
20240913-23:44:00 nb_generated 1210 model 3 (finishes Sat 00:22 -- 456/h)
20240913-23:44:09 nb_generated 1220 model 9 (finishes Sat 00:21 -- 460/h)
20240913-23:44:09 nb_generated 1211 model 2 (finishes Sat 00:22 -- 456/h)
20240913-23:44:19 nb_generated 1211 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:44:28 nb_generated 1224 model 6 (finishes Sat 00:21 -- 460/h)
20240913-23:44:30 nb_generated 1212 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:44:43 nb_generated 1225 model 6 (finishes Sat 00:21 -- 460/h)
20240913-23:44:44 nb_generated 1214 model 9 (finishes Sat 00:23 -- 455/h)
20240913-23:44:54 nb_generated 1226 model 7 (finishes Sat 00:21 -- 459/h)
20240913-23:44:57 nb_generated 1215 model 4 (finishes Sat 00:23 -- 455/h)
20240913-23:45:03 nb_generated 1226 model 1 (finishes Sat 00:22 -- 458/h)
20240913-23:45:09 nb_generated 1215 model 8 (finishes Sat 00:23 -- 454/h)
20240913-23:45:18 nb_generated 1215 model 1 (finishes Sat 00:23 -- 454/h)
20240913-23:45:20 nb_generated 1227 model 6 (finishes Sat 00:22 -- 458/h)
20240913-23:45:28 nb_generated 1220 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:45:29 nb_generated 1228 model 2 (finishes Sat 00:22 -- 457/h)
20240913-23:45:35 nb_generated 1228 model 3 (finishes Sat 00:22 -- 457/h)
20240913-23:45:48 nb_generated 1222 model 7 (finishes Sat 00:23 -- 454/h)
20240913-23:45:48 nb_generated 1230 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:45:57 nb_generated 1230 model 3 (finishes Sat 00:22 -- 457/h)
20240913-23:46:04 nb_generated 1232 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:46:10 nb_generated 1223 model 9 (finishes Sat 00:24 -- 453/h)
20240913-23:46:18 nb_generated 1233 model 7 (finishes Sat 00:22 -- 457/h)
20240913-23:46:21 nb_generated 1224 model 4 (finishes Sat 00:24 -- 453/h)
20240913-23:46:29 nb_generated 1230 model 1 (finishes Sat 00:23 -- 454/h)
20240913-23:46:30 nb_generated 1234 model 4 (finishes Sat 00:22 -- 456/h)
20240913-23:46:38 nb_generated 1230 model 6 (finishes Sat 00:23 -- 454/h)
20240913-23:46:40 nb_generated 1237 model 4 (finishes Sat 00:22 -- 457/h)
20240913-23:46:47 nb_generated 1231 model 1 (finishes Sat 00:23 -- 454/h)
20240913-23:46:48 nb_generated 1238 model 2 (finishes Sat 00:22 -- 457/h)
20240913-23:47:00 nb_generated 1233 model 0 (finishes Sat 00:23 -- 453/h)
20240913-23:47:07 nb_generated 1237 model 2 (finishes Sat 00:23 -- 455/h)
20240913-23:47:08 nb_generated 1238 model 8 (finishes Sat 00:23 -- 456/h)
20240913-23:47:17 nb_generated 1239 model 9 (finishes Sat 00:23 -- 455/h)
20240913-23:47:22 nb_generated 1238 model 3 (finishes Sat 00:23 -- 454/h)
20240913-23:47:33 nb_generated 1241 model 2 (finishes Sat 00:23 -- 455/h)
20240913-23:47:35 nb_generated 1240 model 3 (finishes Sat 00:23 -- 454/h)
20240913-23:47:42 nb_generated 1242 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:47:42 nb_generated 1241 model 2 (finishes Sat 00:23 -- 454/h)
20240913-23:47:48 nb_generated 1243 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:47:56 nb_generated 1242 model 7 (finishes Sat 00:23 -- 454/h)
20240913-23:47:59 nb_generated 1243 model 7 (finishes Sat 00:23 -- 454/h)
20240913-23:48:06 nb_generated 1247 model 5 (finishes Sat 00:22 -- 456/h)
20240913-23:48:07 nb_generated 1244 model 6 (finishes Sat 00:23 -- 454/h)
20240913-23:48:16 nb_generated 1246 model 0 (finishes Sat 00:23 -- 454/h)
20240913-23:48:17 nb_generated 1250 model 0 (finishes Sat 00:22 -- 457/h)
20240913-23:48:24 nb_generated 1247 model 5 (finishes Sat 00:23 -- 454/h)
20240913-23:48:28 nb_generated 1252 model 9 (finishes Sat 00:22 -- 457/h)
20240913-23:48:34 nb_generated 1251 model 3 (finishes Sat 00:23 -- 455/h)
20240913-23:48:38 nb_generated 1254 model 1 (finishes Sat 00:22 -- 457/h)
20240913-23:48:43 nb_generated 1253 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:48:50 nb_generated 1254 model 7 (finishes Sat 00:22 -- 457/h)
20240913-23:48:54 nb_generated 1255 model 0 (finishes Sat 00:23 -- 455/h)
20240913-23:48:58 nb_generated 1256 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:49:06 nb_generated 1256 model 9 (finishes Sat 00:23 -- 455/h)
20240913-23:49:10 nb_generated 1258 model 0 (finishes Sat 00:22 -- 457/h)
20240913-23:49:14 nb_generated 1259 model 4 (finishes Sat 00:23 -- 456/h)
20240913-23:49:23 nb_generated 1261 model 2 (finishes Sat 00:22 -- 456/h)
20240913-23:49:25 nb_generated 1258 model 0 (finishes Sat 00:22 -- 456/h)
20240913-23:49:32 nb_generated 1262 model 1 (finishes Sat 00:22 -- 456/h)
20240913-23:49:43 nb_generated 1265 model 2 (finishes Sat 00:22 -- 456/h)
20240913-23:49:45 nb_generated 1262 model 8 (finishes Sat 00:22 -- 457/h)
20240913-23:49:50 nb_generated 1268 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:49:53 nb_generated 1264 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:49:57 nb_generated 1270 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:50:03 nb_generated 1268 model 9 (finishes Sat 00:21 -- 459/h)
20240913-23:50:12 nb_generated 1271 model 5 (finishes Sat 00:22 -- 457/h)
20240913-23:50:18 nb_generated 1270 model 6 (finishes Sat 00:22 -- 458/h)
20240913-23:50:25 nb_generated 1273 model 8 (finishes Sat 00:22 -- 457/h)
20240913-23:50:29 nb_generated 1272 model 7 (finishes Sat 00:21 -- 459/h)
20240913-23:50:42 nb_generated 1274 model 9 (finishes Sat 00:22 -- 456/h)
20240913-23:50:46 nb_generated 1273 model 7 (finishes Sat 00:22 -- 458/h)
20240913-23:50:53 nb_generated 1274 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:50:57 nb_generated 1277 model 9 (finishes Sat 00:22 -- 458/h)
20240913-23:51:01 nb_generated 1276 model 1 (finishes Sat 00:22 -- 456/h)
20240913-23:51:11 nb_generated 1276 model 9 (finishes Sat 00:23 -- 455/h)
20240913-23:51:11 nb_generated 1280 model 3 (finishes Sat 00:21 -- 459/h)
20240913-23:51:26 nb_generated 1276 model 0 (finishes Sat 00:23 -- 454/h)
20240913-23:51:32 nb_generated 1278 model 5 (finishes Sat 00:23 -- 455/h)
20240913-23:51:34 nb_generated 1281 model 0 (finishes Sat 00:22 -- 458/h)
20240913-23:51:45 nb_generated 1281 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:51:46 nb_generated 1282 model 1 (finishes Sat 00:22 -- 458/h)
20240913-23:51:54 nb_generated 1282 model 3 (finishes Sat 00:22 -- 457/h)
20240913-23:51:57 nb_generated 1282 model 0 (finishes Sat 00:23 -- 455/h)
20240913-23:52:02 nb_generated 1284 model 2 (finishes Sat 00:22 -- 457/h)
20240913-23:52:07 nb_generated 1284 model 4 (finishes Sat 00:23 -- 455/h)
20240913-23:52:14 nb_generated 1285 model 7 (finishes Sat 00:22 -- 457/h)
20240913-23:52:19 nb_generated 1287 model 5 (finishes Sat 00:22 -- 456/h)
20240913-23:52:21 nb_generated 1286 model 1 (finishes Sat 00:22 -- 457/h)
20240913-23:52:26 nb_generated 1287 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:52:31 nb_generated 1288 model 2 (finishes Sat 00:22 -- 457/h)
20240913-23:52:39 nb_generated 1288 model 0 (finishes Sat 00:23 -- 455/h)
20240913-23:52:40 nb_generated 1293 model 5 (finishes Sat 00:21 -- 459/h)
20240913-23:52:50 nb_generated 1290 model 2 (finishes Sat 00:23 -- 455/h)
20240913-23:52:54 nb_generated 1294 model 8 (finishes Sat 00:22 -- 458/h)
20240913-23:52:57 nb_generated 1291 model 5 (finishes Sat 00:23 -- 455/h)
20240913-23:53:05 nb_generated 1297 model 2 (finishes Sat 00:21 -- 459/h)
20240913-23:53:05 nb_generated 1293 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:53:11 nb_generated 1294 model 5 (finishes Sat 00:23 -- 456/h)
20240913-23:53:14 nb_generated 1303 model 4 (finishes Sat 00:21 -- 460/h)
20240913-23:53:20 nb_generated 1304 model 5 (finishes Sat 00:21 -- 460/h)
20240913-23:53:22 nb_generated 1294 model 5 (finishes Sat 00:23 -- 455/h)
20240913-23:53:31 nb_generated 1305 model 5 (finishes Sat 00:21 -- 460/h)
20240913-23:53:36 nb_generated 1295 model 3 (finishes Sat 00:23 -- 455/h)
20240913-23:53:44 nb_generated 1306 model 9 (finishes Sat 00:21 -- 460/h)
20240913-23:53:46 nb_generated 1297 model 5 (finishes Sat 00:23 -- 455/h)
20240913-23:53:51 nb_generated 1306 model 7 (finishes Sat 00:21 -- 460/h)
20240913-23:53:59 nb_generated 1298 model 9 (finishes Sat 00:23 -- 454/h)
20240913-23:54:01 nb_generated 1308 model 2 (finishes Sat 00:21 -- 460/h)
20240913-23:54:06 nb_generated 1303 model 4 (finishes Sat 00:23 -- 456/h)
20240913-23:54:08 nb_generated 1311 model 3 (finishes Sat 00:21 -- 460/h)
20240913-23:54:15 nb_generated 1313 model 2 (finishes Sat 00:21 -- 461/h)
20240913-23:54:23 nb_generated 1313 model 1 (finishes Sat 00:21 -- 460/h)
20240913-23:54:23 nb_generated 1304 model 7 (finishes Sat 00:23 -- 455/h)
20240913-23:54:32 nb_generated 1316 model 4 (finishes Sat 00:21 -- 461/h)
20240913-23:54:34 nb_generated 1306 model 1 (finishes Sat 00:23 -- 455/h)
20240913-23:54:42 nb_generated 1318 model 3 (finishes Sat 00:21 -- 461/h)
20240913-23:54:45 nb_generated 1309 model 6 (finishes Sat 00:22 -- 456/h)
20240913-23:54:58 nb_generated 1319 model 4 (finishes Sat 00:21 -- 460/h)
20240913-23:54:58 nb_generated 1309 model 6 (finishes Sat 00:23 -- 455/h)
20240913-23:55:10 nb_generated 1321 model 9 (finishes Sat 00:21 -- 460/h)
20240913-23:55:11 nb_generated 1309 model 7 (finishes Sat 00:23 -- 455/h)
20240913-23:55:20 nb_generated 1312 model 9 (finishes Sat 00:23 -- 455/h)
20240913-23:55:21 nb_generated 1323 model 7 (finishes Sat 00:21 -- 461/h)
20240913-23:55:31 nb_generated 1327 model 4 (finishes Sat 00:20 -- 461/h)
20240913-23:55:39 nb_generated 1328 model 1 (finishes Sat 00:20 -- 461/h)
20240913-23:55:40 nb_generated 1314 model 3 (finishes Sat 00:23 -- 454/h)
20240913-23:55:52 nb_generated 1328 model 3 (finishes Sat 00:21 -- 461/h)
20240913-23:55:53 nb_generated 1316 model 7 (finishes Sat 00:23 -- 454/h)
20240913-23:55:58 nb_generated 1333 model 5 (finishes Sat 00:20 -- 463/h)
20240913-23:56:01 nb_generated 1317 model 3 (finishes Sat 00:23 -- 454/h)
20240913-23:56:06 nb_generated 1334 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:56:12 nb_generated 1317 model 3 (finishes Sat 00:23 -- 453/h)
20240913-23:56:16 nb_generated 1335 model 3 (finishes Sat 00:20 -- 462/h)
20240913-23:56:27 nb_generated 1317 model 8 (finishes Sat 00:24 -- 453/h)
20240913-23:56:30 nb_generated 1336 model 0 (finishes Sat 00:20 -- 462/h)
20240913-23:56:36 nb_generated 1319 model 2 (finishes Sat 00:24 -- 453/h)
20240913-23:56:43 nb_generated 1321 model 5 (finishes Sat 00:24 -- 453/h)
20240913-23:56:47 nb_generated 1339 model 8 (finishes Sat 00:20 -- 462/h)
20240913-23:56:51 nb_generated 1327 model 0 (finishes Sat 00:23 -- 454/h)
20240913-23:56:57 nb_generated 1342 model 4 (finishes Sat 00:20 -- 463/h)
20240913-23:57:02 nb_generated 1331 model 0 (finishes Sat 00:23 -- 455/h)
20240913-23:57:07 nb_generated 1346 model 0 (finishes Sat 00:20 -- 464/h)
20240913-23:57:15 nb_generated 1351 model 5 (finishes Sat 00:19 -- 464/h)
20240913-23:57:19 nb_generated 1332 model 8 (finishes Sat 00:23 -- 455/h)
20240913-23:57:24 nb_generated 1354 model 9 (finishes Sat 00:19 -- 465/h)
20240913-23:57:36 nb_generated 1354 model 9 (finishes Sat 00:20 -- 464/h)
20240913-23:57:36 nb_generated 1332 model 8 (finishes Sat 00:23 -- 454/h)
20240913-23:57:49 nb_generated 1333 model 7 (finishes Sat 00:23 -- 453/h)
20240913-23:57:50 nb_generated 1356 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:58:04 nb_generated 1334 model 9 (finishes Sat 00:24 -- 453/h)
20240913-23:58:06 nb_generated 1359 model 0 (finishes Sat 00:19 -- 464/h)
20240913-23:58:19 nb_generated 1335 model 7 (finishes Sat 00:24 -- 453/h)
20240913-23:58:22 nb_generated 1360 model 8 (finishes Sat 00:20 -- 464/h)
20240913-23:58:30 nb_generated 1336 model 4 (finishes Sat 00:24 -- 452/h)
20240913-23:58:34 nb_generated 1362 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:58:41 nb_generated 1337 model 1 (finishes Sat 00:24 -- 452/h)
20240913-23:58:43 nb_generated 1363 model 5 (finishes Sat 00:20 -- 464/h)
20240913-23:58:48 nb_generated 1339 model 2 (finishes Sat 00:24 -- 452/h)
20240913-23:58:52 nb_generated 1364 model 0 (finishes Sat 00:20 -- 464/h)
20240913-23:58:59 nb_generated 1339 model 8 (finishes Sat 00:24 -- 452/h)
20240913-23:59:07 nb_generated 1340 model 6 (finishes Sat 00:24 -- 452/h)
20240913-23:59:07 nb_generated 1366 model 8 (finishes Sat 00:20 -- 464/h)
20240913-23:59:15 nb_generated 1368 model 6 (finishes Sat 00:20 -- 464/h)
20240913-23:59:17 nb_generated 1341 model 9 (finishes Sat 00:24 -- 452/h)
20240913-23:59:25 nb_generated 1372 model 7 (finishes Sat 00:19 -- 465/h)
20240913-23:59:32 nb_generated 1375 model 5 (finishes Sat 00:19 -- 466/h)
20240913-23:59:35 nb_generated 1343 model 0 (finishes Sat 00:24 -- 451/h)
20240913-23:59:43 nb_generated 1377 model 9 (finishes Sat 00:19 -- 466/h)
20240913-23:59:57 nb_generated 1344 model 8 (finishes Sat 00:24 -- 451/h)
20240913-23:59:59 nb_generated 1378 model 0 (finishes Sat 00:19 -- 465/h)
20240914-00:00:09 nb_generated 1345 model 0 (finishes Sat 00:24 -- 451/h)
20240914-00:00:12 nb_generated 1380 model 7 (finishes Sat 00:19 -- 466/h)
20240914-00:00:22 nb_generated 1381 model 3 (finishes Sat 00:19 -- 465/h)
20240914-00:00:25 nb_generated 1348 model 0 (finishes Sat 00:24 -- 451/h)
20240914-00:00:33 nb_generated 1349 model 3 (finishes Sat 00:24 -- 451/h)
20240914-00:00:33 nb_generated 1383 model 0 (finishes Sat 00:19 -- 466/h)
20240914-00:00:41 nb_generated 1385 model 3 (finishes Sat 00:19 -- 466/h)
20240914-00:00:44 nb_generated 1349 model 7 (finishes Sat 00:24 -- 450/h)
20240914-00:00:53 nb_generated 1349 model 3 (finishes Sat 00:25 -- 450/h)
20240914-00:00:55 nb_generated 1385 model 8 (finishes Sat 00:19 -- 465/h)
20240914-00:01:05 nb_generated 1388 model 0 (finishes Sat 00:19 -- 466/h)
20240914-00:01:13 nb_generated 1349 model 8 (finishes Sat 00:25 -- 449/h)
20240914-00:01:15 nb_generated 1389 model 5 (finishes Sat 00:19 -- 466/h)
20240914-00:01:22 nb_generated 1390 model 5 (finishes Sat 00:19 -- 466/h)
20240914-00:01:27 nb_generated 1390 model 1 (finishes Sat 00:19 -- 465/h)
20240914-00:01:28 nb_generated 1350 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:01:35 nb_generated 1350 model 1 (finishes Sat 00:25 -- 448/h)
20240914-00:01:36 nb_generated 1394 model 5 (finishes Sat 00:19 -- 466/h)
20240914-00:01:44 nb_generated 1396 model 4 (finishes Sat 00:19 -- 466/h)
20240914-00:01:47 nb_generated 1351 model 3 (finishes Sat 00:25 -- 448/h)
20240914-00:01:53 nb_generated 1398 model 7 (finishes Sat 00:19 -- 466/h)
20240914-00:01:57 nb_generated 1353 model 0 (finishes Sat 00:26 -- 447/h)
20240914-00:02:04 nb_generated 1356 model 5 (finishes Sat 00:25 -- 448/h)
20240914-00:02:04 nb_generated 1399 model 9 (finishes Sat 00:19 -- 466/h)
20240914-00:02:13 nb_generated 1357 model 4 (finishes Sat 00:25 -- 448/h)
20240914-00:02:14 nb_generated 1403 model 4 (finishes Sat 00:19 -- 467/h)
20240914-00:02:21 nb_generated 1361 model 2 (finishes Sat 00:25 -- 449/h)
20240914-00:02:24 nb_generated 1404 model 1 (finishes Sat 00:19 -- 467/h)
20240914-00:02:30 nb_generated 1363 model 2 (finishes Sat 00:25 -- 449/h)
20240914-00:02:38 nb_generated 1404 model 0 (finishes Sat 00:19 -- 466/h)
20240914-00:02:42 nb_generated 1363 model 7 (finishes Sat 00:25 -- 449/h)
20240914-00:02:52 nb_generated 1363 model 6 (finishes Sat 00:25 -- 448/h)
20240914-00:02:56 nb_generated 1406 model 8 (finishes Sat 00:19 -- 466/h)
20240914-00:03:01 nb_generated 1365 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:03:08 nb_generated 1367 model 9 (finishes Sat 00:25 -- 448/h)
20240914-00:03:11 nb_generated 1408 model 6 (finishes Sat 00:19 -- 466/h)
20240914-00:03:17 nb_generated 1368 model 3 (finishes Sat 00:25 -- 448/h)
20240914-00:03:23 nb_generated 1408 model 7 (finishes Sat 00:19 -- 465/h)
20240914-00:03:30 nb_generated 1370 model 7 (finishes Sat 00:25 -- 448/h)
20240914-00:03:36 nb_generated 1374 model 1 (finishes Sat 00:25 -- 449/h)
20240914-00:03:40 nb_generated 1411 model 8 (finishes Sat 00:19 -- 465/h)
20240914-00:03:47 nb_generated 1374 model 6 (finishes Sat 00:25 -- 449/h)
20240914-00:03:49 nb_generated 1415 model 2 (finishes Sat 00:19 -- 465/h)
20240914-00:03:55 nb_generated 1419 model 2 (finishes Sat 00:19 -- 466/h)
20240914-00:04:01 nb_generated 1374 model 9 (finishes Sat 00:25 -- 448/h)
20240914-00:04:05 nb_generated 1422 model 1 (finishes Sat 00:19 -- 467/h)
20240914-00:04:11 nb_generated 1378 model 6 (finishes Sat 00:25 -- 449/h)
20240914-00:04:22 nb_generated 1422 model 8 (finishes Sat 00:19 -- 466/h)
20240914-00:04:36 nb_generated 1425 model 8 (finishes Sat 00:19 -- 466/h)
20240914-00:04:36 nb_generated 1379 model 7 (finishes Sat 00:25 -- 448/h)
20240914-00:04:44 nb_generated 1381 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:04:47 nb_generated 1427 model 4 (finishes Sat 00:19 -- 467/h)
20240914-00:04:53 nb_generated 1382 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:04:59 nb_generated 1427 model 9 (finishes Sat 00:19 -- 466/h)
20240914-00:05:01 nb_generated 1387 model 1 (finishes Sat 00:25 -- 450/h)
20240914-00:05:06 nb_generated 1427 model 1 (finishes Sat 00:19 -- 466/h)
20240914-00:05:14 nb_generated 1389 model 7 (finishes Sat 00:25 -- 450/h)
20240914-00:05:18 nb_generated 1428 model 0 (finishes Sat 00:19 -- 465/h)
20240914-00:05:24 nb_generated 1390 model 3 (finishes Sat 00:25 -- 450/h)
20240914-00:05:31 nb_generated 1431 model 7 (finishes Sat 00:19 -- 466/h)
20240914-00:05:32 nb_generated 1390 model 3 (finishes Sat 00:25 -- 449/h)
20240914-00:05:43 nb_generated 1392 model 7 (finishes Sat 00:25 -- 449/h)
20240914-00:05:45 nb_generated 1432 model 7 (finishes Sat 00:19 -- 465/h)
20240914-00:05:52 nb_generated 1392 model 6 (finishes Sat 00:25 -- 449/h)
20240914-00:05:54 nb_generated 1432 model 2 (finishes Sat 00:19 -- 465/h)
20240914-00:06:05 nb_generated 1396 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:06:09 nb_generated 1432 model 7 (finishes Sat 00:20 -- 464/h)
20240914-00:06:12 nb_generated 1398 model 4 (finishes Sat 00:25 -- 450/h)
20240914-00:06:18 nb_generated 1432 model 2 (finishes Sat 00:20 -- 463/h)
20240914-00:06:23 nb_generated 1400 model 3 (finishes Sat 00:25 -- 450/h)
20240914-00:06:33 nb_generated 1404 model 4 (finishes Sat 00:24 -- 450/h)
20240914-00:06:37 nb_generated 1433 model 8 (finishes Sat 00:20 -- 463/h)
20240914-00:06:45 nb_generated 1405 model 4 (finishes Sat 00:25 -- 450/h)
20240914-00:06:57 nb_generated 1406 model 6 (finishes Sat 00:25 -- 450/h)
20240914-00:07:00 nb_generated 1434 model 8 (finishes Sat 00:20 -- 462/h)
20240914-00:07:09 nb_generated 1408 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:07:14 nb_generated 1436 model 3 (finishes Sat 00:20 -- 462/h)
20240914-00:07:16 nb_generated 1409 model 3 (finishes Sat 00:25 -- 449/h)
20240914-00:07:24 nb_generated 1437 model 9 (finishes Sat 00:20 -- 462/h)
20240914-00:07:26 nb_generated 1412 model 0 (finishes Sat 00:25 -- 449/h)
20240914-00:07:32 nb_generated 1440 model 1 (finishes Sat 00:20 -- 463/h)
20240914-00:07:36 nb_generated 1414 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:07:45 nb_generated 1441 model 9 (finishes Sat 00:20 -- 463/h)
20240914-00:07:47 nb_generated 1416 model 5 (finishes Sat 00:25 -- 449/h)
20240914-00:07:55 nb_generated 1443 model 6 (finishes Sat 00:20 -- 463/h)
20240914-00:07:59 nb_generated 1421 model 2 (finishes Sat 00:24 -- 451/h)
20240914-00:08:04 nb_generated 1444 model 9 (finishes Sat 00:20 -- 462/h)
20240914-00:08:16 nb_generated 1444 model 3 (finishes Sat 00:20 -- 462/h)
20240914-00:08:17 nb_generated 1424 model 8 (finishes Sat 00:24 -- 450/h)
20240914-00:08:32 nb_generated 1444 model 7 (finishes Sat 00:21 -- 461/h)
20240914-00:08:37 nb_generated 1426 model 8 (finishes Sat 00:25 -- 450/h)
20240914-00:08:44 nb_generated 1446 model 8 (finishes Sat 00:21 -- 460/h)
20240914-00:08:44 nb_generated 1426 model 1 (finishes Sat 00:25 -- 449/h)
20240914-00:08:53 nb_generated 1430 model 1 (finishes Sat 00:24 -- 450/h)
20240914-00:08:59 nb_generated 1447 model 8 (finishes Sat 00:21 -- 460/h)
20240914-00:09:00 nb_generated 1431 model 1 (finishes Sat 00:24 -- 450/h)
20240914-00:09:07 nb_generated 1449 model 1 (finishes Sat 00:21 -- 460/h)
20240914-00:09:12 nb_generated 1432 model 2 (finishes Sat 00:25 -- 450/h)
20240914-00:09:18 nb_generated 1450 model 0 (finishes Sat 00:21 -- 459/h)
20240914-00:09:25 nb_generated 1432 model 8 (finishes Sat 00:25 -- 449/h)
20240914-00:09:32 nb_generated 1451 model 6 (finishes Sat 00:21 -- 459/h)
20240914-00:09:39 nb_generated 1437 model 6 (finishes Sat 00:25 -- 450/h)
20240914-00:09:45 nb_generated 1437 model 5 (finishes Sat 00:25 -- 450/h)
20240914-00:09:53 nb_generated 1437 model 2 (finishes Sat 00:25 -- 449/h)
20240914-00:09:57 nb_generated 1451 model 8 (finishes Sat 00:22 -- 458/h)
20240914-00:10:06 nb_generated 1439 model 1 (finishes Sat 00:25 -- 449/h)
20240914-00:10:08 nb_generated 1452 model 7 (finishes Sat 00:22 -- 458/h)
20240914-00:10:16 nb_generated 1441 model 0 (finishes Sat 00:25 -- 449/h)
20240914-00:10:18 nb_generated 1452 model 3 (finishes Sat 00:22 -- 457/h)
20240914-00:10:28 nb_generated 1452 model 9 (finishes Sat 00:22 -- 457/h)
20240914-00:10:30 nb_generated 1441 model 8 (finishes Sat 00:25 -- 448/h)
20240914-00:10:38 nb_generated 1456 model 1 (finishes Sat 00:22 -- 458/h)
20240914-00:10:45 nb_generated 1458 model 4 (finishes Sat 00:22 -- 458/h)
20240914-00:10:45 nb_generated 1443 model 8 (finishes Sat 00:25 -- 448/h)
20240914-00:10:54 nb_generated 1443 model 6 (finishes Sat 00:25 -- 448/h)
20240914-00:10:55 nb_generated 1461 model 9 (finishes Sat 00:22 -- 458/h)
20240914-00:11:00 nb_generated 1445 model 5 (finishes Sat 00:26 -- 448/h)
20240914-00:11:04 nb_generated 1462 model 7 (finishes Sat 00:22 -- 458/h)
20240914-00:11:10 nb_generated 1446 model 4 (finishes Sat 00:26 -- 447/h)
20240914-00:11:12 nb_generated 1464 model 6 (finishes Sat 00:21 -- 459/h)
20240914-00:11:19 nb_generated 1447 model 9 (finishes Sat 00:26 -- 447/h)
20240914-00:11:27 nb_generated 1451 model 5 (finishes Sat 00:25 -- 448/h)
20240914-00:11:30 nb_generated 1468 model 8 (finishes Sat 00:21 -- 459/h)
20240914-00:11:37 nb_generated 1473 model 5 (finishes Sat 00:21 -- 460/h)
20240914-00:11:39 nb_generated 1453 model 6 (finishes Sat 00:25 -- 448/h)
20240914-00:11:46 nb_generated 1476 model 0 (finishes Sat 00:21 -- 461/h)
20240914-00:11:50 nb_generated 1454 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:11:58 nb_generated 1476 model 2 (finishes Sat 00:21 -- 460/h)
20240914-00:12:04 nb_generated 1455 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:12:05 nb_generated 1477 model 3 (finishes Sat 00:21 -- 460/h)
20240914-00:12:13 nb_generated 1478 model 0 (finishes Sat 00:21 -- 460/h)
20240914-00:12:16 nb_generated 1455 model 7 (finishes Sat 00:26 -- 447/h)
20240914-00:12:20 nb_generated 1479 model 4 (finishes Sat 00:21 -- 460/h)
20240914-00:12:28 nb_generated 1482 model 0 (finishes Sat 00:21 -- 460/h)
20240914-00:12:32 nb_generated 1457 model 8 (finishes Sat 00:26 -- 447/h)
20240914-00:12:35 nb_generated 1484 model 2 (finishes Sat 00:21 -- 461/h)
20240914-00:12:42 nb_generated 1460 model 5 (finishes Sat 00:25 -- 448/h)
20240914-00:12:45 nb_generated 1486 model 0 (finishes Sat 00:21 -- 461/h)
20240914-00:12:52 nb_generated 1463 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:12:53 nb_generated 1488 model 2 (finishes Sat 00:21 -- 461/h)
20240914-00:13:00 nb_generated 1490 model 4 (finishes Sat 00:21 -- 461/h)
20240914-00:13:04 nb_generated 1467 model 4 (finishes Sat 00:25 -- 449/h)
20240914-00:13:09 nb_generated 1491 model 9 (finishes Sat 00:21 -- 461/h)
20240914-00:13:13 nb_generated 1468 model 0 (finishes Sat 00:25 -- 448/h)
20240914-00:13:16 nb_generated 1498 model 4 (finishes Sat 00:20 -- 462/h)
20240914-00:13:21 nb_generated 1469 model 5 (finishes Sat 00:25 -- 448/h)
20240914-00:13:22 nb_generated 1500 model 1 (finishes Sat 00:20 -- 462/h)
20240914-00:13:29 nb_generated 1501 model 5 (finishes Sat 00:20 -- 462/h)
20240914-00:13:32 nb_generated 1469 model 3 (finishes Sat 00:26 -- 448/h)
20240914-00:13:42 nb_generated 1472 model 6 (finishes Sat 00:26 -- 447/h)
20240914-00:13:44 nb_generated 1502 model 6 (finishes Sat 00:21 -- 461/h)
20240914-00:13:49 nb_generated 1474 model 6 (finishes Sat 00:25 -- 448/h)
20240914-00:13:56 nb_generated 1474 model 1 (finishes Sat 00:25 -- 448/h)
20240914-00:13:59 nb_generated 1506 model 6 (finishes Sat 00:20 -- 462/h)
20240914-00:14:06 nb_generated 1474 model 1 (finishes Sat 00:26 -- 447/h)
20240914-00:14:11 nb_generated 1509 model 4 (finishes Sat 00:20 -- 463/h)
20240914-00:14:14 nb_generated 1479 model 4 (finishes Sat 00:25 -- 448/h)
20240914-00:14:22 nb_generated 1482 model 2 (finishes Sat 00:25 -- 448/h)
20240914-00:14:25 nb_generated 1510 model 8 (finishes Sat 00:20 -- 462/h)
20240914-00:14:30 nb_generated 1482 model 6 (finishes Sat 00:26 -- 447/h)
20240914-00:14:39 nb_generated 1511 model 8 (finishes Sat 00:20 -- 462/h)
20240914-00:14:45 nb_generated 1483 model 9 (finishes Sat 00:26 -- 447/h)
20240914-00:14:47 nb_generated 1513 model 2 (finishes Sat 00:20 -- 462/h)
20240914-00:14:55 nb_generated 1517 model 5 (finishes Sat 00:20 -- 463/h)
20240914-00:15:02 nb_generated 1484 model 9 (finishes Sat 00:26 -- 447/h)
20240914-00:15:07 nb_generated 1520 model 8 (finishes Sat 00:20 -- 463/h)
20240914-00:15:14 nb_generated 1484 model 6 (finishes Sat 00:26 -- 446/h)
20240914-00:15:21 nb_generated 1521 model 0 (finishes Sat 00:20 -- 463/h)
20240914-00:15:22 nb_generated 1487 model 4 (finishes Sat 00:26 -- 447/h)
20240914-00:15:29 nb_generated 1525 model 5 (finishes Sat 00:20 -- 463/h)
20240914-00:15:33 nb_generated 1489 model 0 (finishes Sat 00:26 -- 446/h)
20240914-00:15:39 nb_generated 1489 model 1 (finishes Sat 00:26 -- 446/h)
20240914-00:15:41 nb_generated 1526 model 9 (finishes Sat 00:20 -- 463/h)
20240914-00:15:48 nb_generated 1490 model 4 (finishes Sat 00:26 -- 446/h)
20240914-00:15:52 nb_generated 1528 model 4 (finishes Sat 00:20 -- 463/h)
20240914-00:15:56 nb_generated 1492 model 7 (finishes Sat 00:26 -- 446/h)
20240914-00:16:01 nb_generated 1530 model 4 (finishes Sat 00:20 -- 464/h)
20240914-00:16:11 nb_generated 1495 model 8 (finishes Sat 00:26 -- 447/h)
20240914-00:16:17 nb_generated 1533 model 9 (finishes Sat 00:20 -- 464/h)
20240914-00:16:18 nb_generated 1496 model 4 (finishes Sat 00:26 -- 447/h)
20240914-00:16:28 nb_generated 1534 model 5 (finishes Sat 00:20 -- 464/h)
20240914-00:16:34 nb_generated 1497 model 7 (finishes Sat 00:26 -- 447/h)
20240914-00:16:36 nb_generated 1539 model 5 (finishes Sat 00:19 -- 464/h)
20240914-00:16:42 nb_generated 1498 model 1 (finishes Sat 00:26 -- 446/h)
20240914-00:16:44 nb_generated 1542 model 2 (finishes Sat 00:19 -- 465/h)
20240914-00:16:51 nb_generated 1499 model 0 (finishes Sat 00:26 -- 446/h)
20240914-00:16:52 nb_generated 1544 model 1 (finishes Sat 00:19 -- 465/h)
20240914-00:16:59 nb_generated 1499 model 3 (finishes Sat 00:26 -- 446/h)
20240914-00:17:08 nb_generated 1500 model 4 (finishes Sat 00:26 -- 446/h)
20240914-00:17:09 nb_generated 1546 model 0 (finishes Sat 00:19 -- 465/h)
20240914-00:17:20 nb_generated 1502 model 9 (finishes Sat 00:26 -- 446/h)
20240914-00:17:20 nb_generated 1548 model 2 (finishes Sat 00:19 -- 465/h)
20240914-00:17:32 nb_generated 1551 model 9 (finishes Sat 00:19 -- 466/h)
20240914-00:17:34 nb_generated 1503 model 6 (finishes Sat 00:26 -- 445/h)
20240914-00:17:40 nb_generated 1552 model 5 (finishes Sat 00:19 -- 465/h)
20240914-00:17:49 nb_generated 1505 model 9 (finishes Sat 00:26 -- 445/h)
20240914-00:17:54 nb_generated 1552 model 7 (finishes Sat 00:19 -- 465/h)
20240914-00:18:05 nb_generated 1505 model 8 (finishes Sat 00:27 -- 444/h)
20240914-00:18:05 nb_generated 1555 model 4 (finishes Sat 00:19 -- 465/h)
20240914-00:18:16 nb_generated 1508 model 2 (finishes Sat 00:27 -- 445/h)
20240914-00:18:17 nb_generated 1558 model 0 (finishes Sat 00:19 -- 465/h)
20240914-00:18:29 nb_generated 1560 model 4 (finishes Sat 00:19 -- 466/h)
20240914-00:18:35 nb_generated 1508 model 7 (finishes Sat 00:27 -- 444/h)
20240914-00:18:39 nb_generated 1563 model 2 (finishes Sat 00:19 -- 466/h)
20240914-00:18:44 nb_generated 1509 model 6 (finishes Sat 00:27 -- 444/h)
20240914-00:18:52 nb_generated 1511 model 2 (finishes Sat 00:27 -- 444/h)
20240914-00:18:56 nb_generated 1564 model 8 (finishes Sat 00:19 -- 466/h)
20240914-00:19:00 nb_generated 1513 model 4 (finishes Sat 00:27 -- 445/h)
20240914-00:19:10 nb_generated 1565 model 8 (finishes Sat 00:19 -- 465/h)
20240914-00:19:11 nb_generated 1513 model 7 (finishes Sat 00:27 -- 444/h)
20240914-00:19:27 nb_generated 1567 model 8 (finishes Sat 00:19 -- 465/h)
20240914-00:19:30 nb_generated 1516 model 0 (finishes Sat 00:27 -- 444/h)
20240914-00:19:35 nb_generated 1568 model 5 (finishes Sat 00:19 -- 465/h)
20240914-00:19:37 nb_generated 1518 model 2 (finishes Sat 00:27 -- 444/h)
20240914-00:19:45 nb_generated 1570 model 3 (finishes now! -- 465/h)
20240914-00:19:45 generate_c_quizz_speed 465/h
20240914-00:19:50 nb_generated 1520 model 7 (finishes Sat 00:27 -- 444/h)
20240914-00:20:02 nb_generated 1521 model 4 (finishes Sat 00:27 -- 444/h)
20240914-00:20:11 nb_generated 1522 model 3 (finishes Sat 00:27 -- 444/h)
20240914-00:20:28 nb_generated 1526 model 9 (finishes Sat 00:27 -- 444/h)
20240914-00:20:39 nb_generated 1527 model 2 (finishes Sat 00:27 -- 444/h)
20240914-00:20:53 nb_generated 1528 model 8 (finishes Sat 00:27 -- 443/h)
20240914-00:21:05 nb_generated 1529 model 9 (finishes Sat 00:27 -- 443/h)
20240914-00:21:18 nb_generated 1535 model 9 (finishes Sat 00:27 -- 445/h)
20240914-00:21:31 nb_generated 1536 model 3 (finishes Sat 00:27 -- 444/h)
20240914-00:21:40 nb_generated 1536 model 7 (finishes Sat 00:27 -- 444/h)
20240914-00:21:49 nb_generated 1537 model 3 (finishes Sat 00:27 -- 444/h)
20240914-00:21:59 nb_generated 1537 model 9 (finishes Sat 00:27 -- 444/h)
20240914-00:22:13 nb_generated 1539 model 9 (finishes Sat 00:27 -- 444/h)
20240914-00:22:19 nb_generated 1539 model 1 (finishes Sat 00:27 -- 443/h)
20240914-00:22:35 nb_generated 1539 model 7 (finishes Sat 00:27 -- 443/h)
20240914-00:22:44 nb_generated 1539 model 4 (finishes Sat 00:28 -- 442/h)
20240914-00:22:53 nb_generated 1540 model 1 (finishes Sat 00:28 -- 442/h)
20240914-00:23:08 nb_generated 1541 model 8 (finishes Sat 00:28 -- 442/h)
20240914-00:23:15 nb_generated 1543 model 2 (finishes Sat 00:28 -- 442/h)
20240914-00:23:27 nb_generated 1548 model 9 (finishes Sat 00:28 -- 442/h)
20240914-00:23:39 nb_generated 1552 model 9 (finishes Sat 00:27 -- 443/h)
20240914-00:23:55 nb_generated 1552 model 8 (finishes Sat 00:27 -- 442/h)
20240914-00:24:05 nb_generated 1553 model 3 (finishes Sat 00:28 -- 442/h)
20240914-00:24:20 nb_generated 1554 model 8 (finishes Sat 00:28 -- 442/h)
20240914-00:24:29 nb_generated 1554 model 6 (finishes Sat 00:28 -- 442/h)
20240914-00:24:38 nb_generated 1556 model 5 (finishes Sat 00:28 -- 442/h)
20240914-00:24:43 nb_generated 1557 model 6 (finishes Sat 00:28 -- 442/h)
20240914-00:24:51 nb_generated 1561 model 9 (finishes Sat 00:28 -- 442/h)
20240914-00:24:58 nb_generated 1562 model 4 (finishes Sat 00:28 -- 442/h)
20240914-00:25:12 nb_generated 1563 model 6 (finishes Sat 00:28 -- 442/h)
20240914-00:25:19 nb_generated 1565 model 1 (finishes Sat 00:28 -- 442/h)
20240914-00:25:32 nb_generated 1569 model 2 (finishes Sat 00:27 -- 443/h)
20240914-00:25:46 nb_generated 1572 model 4 (finishes Sat 00:27 -- 443/h)
20240914-00:25:55 nb_generated 1572 model 2 (finishes Sat 00:27 -- 442/h)
20240914-00:26:01 nb_generated 1574 model 1 (finishes Sat 00:27 -- 443/h)
20240914-00:26:16 nb_generated 1578 model 9 (finishes Sat 00:27 -- 444/h)
20240914-00:26:23 nb_generated 1578 model 5 (finishes Sat 00:27 -- 443/h)
20240914-00:26:33 nb_generated 1582 model 2 (finishes Sat 00:27 -- 444/h)
20240914-00:26:47 nb_generated 1583 model 7 (finishes Sat 00:27 -- 444/h)
20240914-00:26:53 nb_generated 1586 model 5 (finishes Sat 00:27 -- 444/h)
20240914-00:27:03 nb_generated 1591 model 0 (finishes now! -- 446/h)
20240914-00:27:03 generate_c_quizz_speed 445/h
20240914-00:27:22 wrote culture_c_quiz_1299.png
20240914-00:30:07 wrote culture_c_quiz_1299_solvable.png
20240914-00:30:07 generated_c_quizzes c_quizzes.size()=torch.Size([3161, 404])
20240914-00:30:07 nb_c_quizzes 3161
20240914-00:30:07 training model 0 (accuracy 0)
20240914-00:30:07 training model 1 (accuracy 0)
20240914-00:32:10 train_loss 1299 model 1 0.0110752152264904
20240914-00:32:10 train_loss 1299 model 0 0.01125229539735119
20240914-00:32:12 test_loss 1299 model 1 0.0076244845691903155
20240914-00:32:12 test_loss 1299 model 0 0.0103143538736731
20240914-00:32:44 test_accuracy 1299 model 1 nb_correct 748 / 800 (93.50%)
20240914-00:32:48 test_accuracy 1299 model 0 nb_correct 748 / 804 (93.03%)
20240914-00:32:48 wrote ae_000.pth
20240914-00:32:49 wrote ae_001.pth
20240914-00:32:50 wrote ae_002.pth
20240914-00:32:50 wrote ae_003.pth
20240914-00:32:51 wrote ae_004.pth
20240914-00:32:52 wrote ae_005.pth
20240914-00:32:53 wrote ae_006.pth
20240914-00:32:53 wrote ae_007.pth
20240914-00:32:54 wrote ae_008.pth
20240914-00:32:55 wrote ae_009.pth
20240914-00:32:55 epoch_duration 2min47s next_finish 00:35:42
20240914-00:32:55 wrote state.pth
20240914-00:32:55 --- epoch 1300 ----------------------------------------
20240914-00:32:55 current_test_accuracies 0.9303 0.9350 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-00:32:55 time_train=160 time_c_quizzes=10106
20240914-00:32:55 nb_c_quizzes 3161
20240914-00:32:55 training model 2 (accuracy 0)
20240914-00:32:55 training model 3 (accuracy 0)
20240914-00:34:58 train_loss 1300 model 2 0.011124499366168493
20240914-00:34:58 train_loss 1300 model 3 0.01086744752067898
20240914-00:34:59 test_loss 1300 model 2 0.006214577735670445
20240914-00:35:00 test_loss 1300 model 3 0.005117278652594592
20240914-00:35:34 test_accuracy 1300 model 3 nb_correct 784 / 823 (95.26%)
20240914-00:35:38 test_accuracy 1300 model 2 nb_correct 743 / 800 (92.88%)
20240914-00:35:39 wrote ae_000.pth
20240914-00:35:39 wrote ae_001.pth
20240914-00:35:40 wrote ae_002.pth
20240914-00:35:41 wrote ae_003.pth
20240914-00:35:42 wrote ae_004.pth
20240914-00:35:42 wrote ae_005.pth
20240914-00:35:43 wrote ae_006.pth
20240914-00:35:44 wrote ae_007.pth
20240914-00:35:44 wrote ae_008.pth
20240914-00:35:45 wrote ae_009.pth
20240914-00:35:45 epoch_duration 2min50s next_finish 00:38:36
20240914-00:35:45 wrote state.pth
20240914-00:35:45 --- epoch 1301 ----------------------------------------
20240914-00:35:45 current_test_accuracies 0.9303 0.9350 0.9287 0.9526 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-00:35:45 time_train=323 time_c_quizzes=10106
20240914-00:35:45 nb_c_quizzes 3161
20240914-00:35:45 training model 4 (accuracy 0)
20240914-00:35:45 training model 5 (accuracy 0)
20240914-00:37:48 train_loss 1301 model 5 0.01054706628704298
20240914-00:37:48 train_loss 1301 model 4 0.011193305271079226
20240914-00:37:50 test_loss 1301 model 5 0.009179973899657056
20240914-00:37:50 test_loss 1301 model 4 0.009316821746108418
20240914-00:38:25 test_accuracy 1301 model 5 nb_correct 747 / 790 (94.56%)
20240914-00:38:29 test_accuracy 1301 model 4 nb_correct 745 / 783 (95.15%)
20240914-00:38:29 wrote ae_000.pth
20240914-00:38:30 wrote ae_001.pth
20240914-00:38:31 wrote ae_002.pth
20240914-00:38:31 wrote ae_003.pth
20240914-00:38:32 wrote ae_004.pth
20240914-00:38:33 wrote ae_005.pth
20240914-00:38:33 wrote ae_006.pth
20240914-00:38:34 wrote ae_007.pth
20240914-00:38:35 wrote ae_008.pth
20240914-00:38:35 wrote ae_009.pth
20240914-00:38:35 epoch_duration 2min50s next_finish 00:41:25
20240914-00:38:35 wrote state.pth
20240914-00:38:35 --- epoch 1302 ----------------------------------------
20240914-00:38:35 current_test_accuracies 0.9303 0.9350 0.9287 0.9526 0.9515 0.9456 0.0000 0.0000 0.0000 0.0000
20240914-00:38:35 time_train=486 time_c_quizzes=10106
20240914-00:38:35 nb_c_quizzes 3161
20240914-00:38:35 training model 6 (accuracy 0)
20240914-00:38:35 training model 7 (accuracy 0)
20240914-00:40:38 train_loss 1302 model 6 0.01071923584981596
20240914-00:40:39 train_loss 1302 model 7 0.011753968052940763
20240914-00:40:40 test_loss 1302 model 6 0.008796369746858091
20240914-00:40:40 test_loss 1302 model 7 0.00935348478569722
20240914-00:41:14 test_accuracy 1302 model 6 nb_correct 744 / 794 (93.70%)
20240914-00:41:18 test_accuracy 1302 model 7 nb_correct 749 / 795 (94.21%)
20240914-00:41:19 wrote ae_000.pth
20240914-00:41:19 wrote ae_001.pth
20240914-00:41:20 wrote ae_002.pth
20240914-00:41:21 wrote ae_003.pth
20240914-00:41:21 wrote ae_004.pth
20240914-00:41:22 wrote ae_005.pth
20240914-00:41:23 wrote ae_006.pth
20240914-00:41:23 wrote ae_007.pth
20240914-00:41:24 wrote ae_008.pth
20240914-00:41:25 wrote ae_009.pth
20240914-00:41:25 epoch_duration 2min49s next_finish 00:44:14
20240914-00:41:25 wrote state.pth
20240914-00:41:25 --- epoch 1303 ----------------------------------------
20240914-00:41:25 current_test_accuracies 0.9303 0.9350 0.9287 0.9526 0.9515 0.9456 0.9370 0.9421 0.0000 0.0000
20240914-00:41:25 time_train=648 time_c_quizzes=10106
20240914-00:41:25 nb_c_quizzes 3161
20240914-00:41:25 training model 8 (accuracy 0)
20240914-00:41:25 training model 9 (accuracy 0)
20240914-00:43:29 train_loss 1303 model 9 0.011902146407001055
20240914-00:43:29 train_loss 1303 model 8 0.010640446597909432
20240914-00:43:30 test_loss 1303 model 8 0.0059281981484616605
20240914-00:43:30 test_loss 1303 model 9 0.008227237131188758
20240914-00:44:05 test_accuracy 1303 model 8 nb_correct 763 / 797 (95.73%)
20240914-00:44:06 test_accuracy 1303 model 9 nb_correct 733 / 783 (93.61%)
20240914-00:44:07 wrote ae_000.pth
20240914-00:44:07 wrote ae_001.pth
20240914-00:44:08 wrote ae_002.pth
20240914-00:44:09 wrote ae_003.pth
20240914-00:44:09 wrote ae_004.pth
20240914-00:44:10 wrote ae_005.pth
20240914-00:44:11 wrote ae_006.pth
20240914-00:44:11 wrote ae_007.pth
20240914-00:44:12 wrote ae_008.pth
20240914-00:44:13 wrote ae_009.pth
20240914-00:44:13 epoch_duration 2min48s next_finish 00:47:01
20240914-00:44:13 wrote state.pth
20240914-00:44:13 --- epoch 1304 ----------------------------------------
20240914-00:44:13 current_test_accuracies 0.9303 0.9350 0.9287 0.9526 0.9515 0.9456 0.9370 0.9421 0.9573 0.9361
20240914-00:44:13 time_train=809 time_c_quizzes=10106
20240914-00:44:13 nb_c_quizzes 3161
20240914-00:44:13 training model 2 (accuracy 0.9287499785423279)
20240914-00:44:13 training model 0 (accuracy 0.93034827709198)
20240914-00:46:16 train_loss 1304 model 2 0.011306686293832172
20240914-00:46:16 train_loss 1304 model 0 0.010387090098884073
20240914-00:46:18 test_loss 1304 model 2 0.01007215787248299
20240914-00:46:18 test_loss 1304 model 0 0.0076224761874868815
20240914-00:46:49 test_accuracy 1304 model 2 nb_correct 773 / 812 (95.20%)
20240914-00:46:55 test_accuracy 1304 model 0 nb_correct 762 / 799 (95.37%)
20240914-00:46:55 wrote ae_000.pth
20240914-00:46:56 wrote ae_001.pth
20240914-00:46:57 wrote ae_002.pth
20240914-00:46:58 wrote ae_003.pth
20240914-00:46:58 wrote ae_004.pth
20240914-00:46:59 wrote ae_005.pth
20240914-00:47:00 wrote ae_006.pth
20240914-00:47:00 wrote ae_007.pth
20240914-00:47:01 wrote ae_008.pth
20240914-00:47:02 wrote ae_009.pth
20240914-00:47:02 epoch_duration 2min49s next_finish 00:49:51
20240914-00:47:02 wrote state.pth
20240914-00:47:02 --- epoch 1305 ----------------------------------------
20240914-00:47:02 current_test_accuracies 0.9537 0.9350 0.9520 0.9526 0.9515 0.9456 0.9370 0.9421 0.9573 0.9361
20240914-00:47:02 time_train=970 time_c_quizzes=10106
20240914-00:47:02 nb_c_quizzes 3161
20240914-00:47:02 training model 1 (accuracy 0.9350000023841858)
20240914-00:47:02 training model 9 (accuracy 0.9361430406570435)
20240914-00:49:05 train_loss 1305 model 9 0.011109618069283896
20240914-00:49:05 train_loss 1305 model 1 0.010811478920223635
20240914-00:49:07 test_loss 1305 model 9 0.00763225093585902
20240914-00:49:07 test_loss 1305 model 1 0.004856333091507281
20240914-00:49:40 test_accuracy 1305 model 1 nb_correct 785 / 818 (95.97%)
20240914-00:49:42 test_accuracy 1305 model 9 nb_correct 772 / 811 (95.19%)
20240914-00:49:43 wrote ae_000.pth
20240914-00:49:44 wrote ae_001.pth
20240914-00:49:45 wrote ae_002.pth
20240914-00:49:45 wrote ae_003.pth
20240914-00:49:46 wrote ae_004.pth
20240914-00:49:47 wrote ae_005.pth
20240914-00:49:47 wrote ae_006.pth
20240914-00:49:48 wrote ae_007.pth
20240914-00:49:49 wrote ae_008.pth
20240914-00:49:50 wrote ae_009.pth
20240914-00:49:50 epoch_duration 2min47s next_finish 00:52:37
20240914-00:49:50 wrote state.pth
20240914-00:49:50 --- epoch 1306 ----------------------------------------
20240914-00:49:50 current_test_accuracies 0.9537 0.9597 0.9520 0.9526 0.9515 0.9456 0.9370 0.9421 0.9573 0.9519
20240914-00:49:50 time_train=1130 time_c_quizzes=10106
20240914-00:49:50 nb_c_quizzes 3161
20240914-00:49:50 training model 6 (accuracy 0.9370276927947998)
20240914-00:49:50 training model 7 (accuracy 0.9421383738517761)
20240914-00:51:53 train_loss 1306 model 7 0.012000047963589168
20240914-00:51:53 train_loss 1306 model 6 0.011274664691459293
20240914-00:51:55 test_loss 1306 model 7 0.007836426775546102
20240914-00:51:55 test_loss 1306 model 6 0.008591906697213858
20240914-00:52:28 test_accuracy 1306 model 6 nb_correct 742 / 785 (94.52%)
20240914-00:52:29 test_accuracy 1306 model 7 nb_correct 776 / 804 (96.52%)
20240914-00:52:30 wrote ae_000.pth
20240914-00:52:31 wrote ae_001.pth
20240914-00:52:31 wrote ae_002.pth
20240914-00:52:32 wrote ae_003.pth
20240914-00:52:33 wrote ae_004.pth
20240914-00:52:34 wrote ae_005.pth
20240914-00:52:34 wrote ae_006.pth
20240914-00:52:35 wrote ae_007.pth
20240914-00:52:36 wrote ae_008.pth
20240914-00:52:36 wrote ae_009.pth
20240914-00:52:36 epoch_duration 2min46s next_finish 00:55:23
20240914-00:52:36 wrote state.pth
20240914-00:52:36 --- epoch 1307 ----------------------------------------
20240914-00:52:36 current_test_accuracies 0.9537 0.9597 0.9520 0.9526 0.9515 0.9456 0.9452 0.9652 0.9573 0.9519
20240914-00:52:36 time_train=1289 time_c_quizzes=10106
20240914-00:52:36 nb_c_quizzes 3161
20240914-00:52:36 training model 6 (accuracy 0.9452229142189026)
20240914-00:52:36 training model 5 (accuracy 0.945569634437561)
20240914-00:54:40 train_loss 1307 model 6 0.011081231536175438
20240914-00:54:40 train_loss 1307 model 5 0.010883985519671114
20240914-00:54:42 test_loss 1307 model 6 0.008589738284354099
20240914-00:54:42 test_loss 1307 model 5 0.006377418845727334
20240914-00:55:19 test_accuracy 1307 model 5 nb_correct 745 / 799 (93.24%)
20240914-00:55:21 test_accuracy 1307 model 6 nb_correct 743 / 779 (95.38%)
20240914-00:55:22 wrote ae_000.pth
20240914-00:55:23 wrote ae_001.pth
20240914-00:55:23 wrote ae_002.pth
20240914-00:55:24 wrote ae_003.pth
20240914-00:55:25 wrote ae_004.pth
20240914-00:55:26 wrote ae_005.pth
20240914-00:55:26 wrote ae_006.pth
20240914-00:55:27 wrote ae_007.pth
20240914-00:55:28 wrote ae_008.pth
20240914-00:55:28 wrote ae_009.pth
20240914-00:55:28 epoch_duration 2min52s next_finish 00:58:20
20240914-00:55:28 wrote state.pth
20240914-00:55:28 --- epoch 1308 ----------------------------------------
20240914-00:55:28 current_test_accuracies 0.9537 0.9597 0.9520 0.9526 0.9515 0.9324 0.9538 0.9652 0.9573 0.9519
20240914-00:55:28 time_train=1453 time_c_quizzes=10106
20240914-00:55:28 nb_c_quizzes 3161
20240914-00:55:28 training model 5 (accuracy 0.9324155449867249)
20240914-00:55:28 training model 4 (accuracy 0.9514687061309814)
20240914-00:57:32 train_loss 1308 model 5 0.011775434457249958
20240914-00:57:32 train_loss 1308 model 4 0.010195653971682987
20240914-00:57:34 test_loss 1308 model 5 0.006868149736106943
20240914-00:57:34 test_loss 1308 model 4 0.008990501204318236
20240914-00:58:09 test_accuracy 1308 model 4 nb_correct 742 / 786 (94.40%)
20240914-00:58:11 test_accuracy 1308 model 5 nb_correct 735 / 767 (95.83%)
20240914-00:58:11 wrote ae_000.pth
20240914-00:58:12 wrote ae_001.pth
20240914-00:58:13 wrote ae_002.pth
20240914-00:58:13 wrote ae_003.pth
20240914-00:58:14 wrote ae_004.pth
20240914-00:58:15 wrote ae_005.pth
20240914-00:58:15 wrote ae_006.pth
20240914-00:58:16 wrote ae_007.pth
20240914-00:58:17 wrote ae_008.pth
20240914-00:58:17 wrote ae_009.pth
20240914-00:58:17 epoch_duration 2min48s next_finish 01:01:06
20240914-00:58:17 wrote state.pth
20240914-00:58:17 --- epoch 1309 ----------------------------------------
20240914-00:58:17 current_test_accuracies 0.9537 0.9597 0.9520 0.9526 0.9440 0.9583 0.9538 0.9652 0.9573 0.9519
20240914-00:58:17 time_train=1615 time_c_quizzes=10106
20240914-00:58:17 nb_c_quizzes 3161
20240914-00:58:17 training model 4 (accuracy 0.9440203309059143)
20240914-00:58:17 training model 9 (accuracy 0.951911211013794)
20240914-01:00:21 train_loss 1309 model 9 0.011655754913044802
20240914-01:00:21 train_loss 1309 model 4 0.010981325281389218
20240914-01:00:22 test_loss 1309 model 9 0.01027026295687108
20240914-01:00:22 test_loss 1309 model 4 0.006166932658001656
20240914-01:00:58 test_accuracy 1309 model 4 nb_correct 767 / 802 (95.64%)
20240914-01:01:01 test_accuracy 1309 model 9 nb_correct 756 / 798 (94.74%)
20240914-01:01:01 wrote ae_000.pth
20240914-01:01:02 wrote ae_001.pth
20240914-01:01:03 wrote ae_002.pth
20240914-01:01:04 wrote ae_003.pth
20240914-01:01:04 wrote ae_004.pth
20240914-01:01:05 wrote ae_005.pth
20240914-01:01:06 wrote ae_006.pth
20240914-01:01:06 wrote ae_007.pth
20240914-01:01:07 wrote ae_008.pth
20240914-01:01:08 wrote ae_009.pth
20240914-01:01:08 epoch_duration 2min50s next_finish 01:03:58
20240914-01:01:08 wrote state.pth
20240914-01:01:08 --- epoch 1310 ----------------------------------------
20240914-01:01:08 current_test_accuracies 0.9537 0.9597 0.9520 0.9526 0.9564 0.9583 0.9538 0.9652 0.9573 0.9474
20240914-01:01:08 time_train=1778 time_c_quizzes=10106
20240914-01:01:08 nb_c_quizzes 3161
20240914-01:01:08 training model 9 (accuracy 0.9473684430122375)
20240914-01:01:08 training model 2 (accuracy 0.9519704580307007)
20240914-01:03:11 train_loss 1310 model 2 0.010526211683389193
20240914-01:03:11 train_loss 1310 model 9 0.011278735554493323
20240914-01:03:13 test_loss 1310 model 2 0.00731638591784538
20240914-01:03:13 test_loss 1310 model 9 0.007637995465412928
20240914-01:03:46 test_accuracy 1310 model 9 nb_correct 765 / 809 (94.56%)
20240914-01:03:47 test_accuracy 1310 model 2 nb_correct 746 / 781 (95.52%)
20240914-01:03:48 wrote ae_000.pth
20240914-01:03:48 wrote ae_001.pth
20240914-01:03:49 wrote ae_002.pth
20240914-01:03:50 wrote ae_003.pth
20240914-01:03:50 wrote ae_004.pth
20240914-01:03:51 wrote ae_005.pth
20240914-01:03:52 wrote ae_006.pth
20240914-01:03:53 wrote ae_007.pth
20240914-01:03:53 wrote ae_008.pth
20240914-01:03:54 wrote ae_009.pth
20240914-01:03:54 epoch_duration 2min46s next_finish 01:06:40
20240914-01:03:54 wrote state.pth
20240914-01:03:54 --- epoch 1311 ----------------------------------------
20240914-01:03:54 current_test_accuracies 0.9537 0.9597 0.9552 0.9526 0.9564 0.9583 0.9538 0.9652 0.9573 0.9456
20240914-01:03:54 time_train=1937 time_c_quizzes=10106
20240914-01:03:54 nb_c_quizzes 3161
20240914-01:03:54 training model 9 (accuracy 0.9456118941307068)
20240914-01:03:54 training model 3 (accuracy 0.9526124000549316)
20240914-01:05:57 train_loss 1311 model 9 0.0115338791843742
20240914-01:05:58 train_loss 1311 model 3 0.0108707683480161
20240914-01:05:59 test_loss 1311 model 9 0.008097752287903858
20240914-01:05:59 test_loss 1311 model 3 0.009275492376480088
20240914-01:06:33 test_accuracy 1311 model 3 nb_correct 753 / 792 (95.08%)
20240914-01:06:33 test_accuracy 1311 model 9 nb_correct 744 / 798 (93.23%)
20240914-01:06:34 wrote ae_000.pth
20240914-01:06:35 wrote ae_001.pth
20240914-01:06:35 wrote ae_002.pth
20240914-01:06:36 wrote ae_003.pth
20240914-01:06:37 wrote ae_004.pth
20240914-01:06:38 wrote ae_005.pth
20240914-01:06:38 wrote ae_006.pth
20240914-01:06:39 wrote ae_007.pth
20240914-01:06:40 wrote ae_008.pth
20240914-01:06:40 wrote ae_009.pth
20240914-01:06:40 epoch_duration 2min46s next_finish 01:09:27
20240914-01:06:40 wrote state.pth
20240914-01:06:40 --- epoch 1312 ----------------------------------------
20240914-01:06:40 current_test_accuracies 0.9537 0.9597 0.9552 0.9508 0.9564 0.9583 0.9538 0.9652 0.9573 0.9323
20240914-01:06:40 time_train=2096 time_c_quizzes=10106
20240914-01:06:40 nb_c_quizzes 3161
20240914-01:06:40 training model 9 (accuracy 0.932330846786499)
20240914-01:06:40 training model 3 (accuracy 0.9507575631141663)
20240914-01:08:44 train_loss 1312 model 9 0.011881248243516893
20240914-01:08:44 train_loss 1312 model 3 0.010448658728271311
20240914-01:08:45 test_loss 1312 model 9 0.005453188310789869
20240914-01:08:46 test_loss 1312 model 3 0.009548165419836963
20240914-01:09:20 test_accuracy 1312 model 3 nb_correct 776 / 814 (95.33%)
20240914-01:09:20 test_accuracy 1312 model 9 nb_correct 759 / 798 (95.11%)
20240914-01:09:21 wrote ae_000.pth
20240914-01:09:22 wrote ae_001.pth
20240914-01:09:22 wrote ae_002.pth
20240914-01:09:23 wrote ae_003.pth
20240914-01:09:24 wrote ae_004.pth
20240914-01:09:25 wrote ae_005.pth
20240914-01:09:25 wrote ae_006.pth
20240914-01:09:26 wrote ae_007.pth
20240914-01:09:27 wrote ae_008.pth
20240914-01:09:27 wrote ae_009.pth
20240914-01:09:27 epoch_duration 2min46s next_finish 01:12:14
20240914-01:09:27 wrote state.pth
20240914-01:09:27 --- epoch 1313 ----------------------------------------
20240914-01:09:27 current_test_accuracies 0.9537 0.9597 0.9552 0.9533 0.9564 0.9583 0.9538 0.9652 0.9573 0.9511
20240914-01:09:27 time_train=2255 time_c_quizzes=10106
20240914-01:09:27 nb_c_quizzes 3161
20240914-01:09:27 training model 9 (accuracy 0.951127827167511)
20240914-01:09:27 training model 3 (accuracy 0.9533169269561768)
20240914-01:11:31 train_loss 1313 model 9 0.011660592264208845
20240914-01:11:31 train_loss 1313 model 3 0.010088185387990962
20240914-01:11:32 test_loss 1313 model 9 0.008571385838138212
20240914-01:11:32 test_loss 1313 model 3 0.005078918343224359
20240914-01:12:05 test_accuracy 1313 model 3 nb_correct 765 / 810 (94.44%)
20240914-01:12:07 test_accuracy 1313 model 9 nb_correct 782 / 820 (95.37%)
20240914-01:12:07 wrote ae_000.pth
20240914-01:12:08 wrote ae_001.pth
20240914-01:12:09 wrote ae_002.pth
20240914-01:12:09 wrote ae_003.pth
20240914-01:12:10 wrote ae_004.pth
20240914-01:12:11 wrote ae_005.pth
20240914-01:12:12 wrote ae_006.pth
20240914-01:12:12 wrote ae_007.pth
20240914-01:12:13 wrote ae_008.pth
20240914-01:12:14 wrote ae_009.pth
20240914-01:12:14 epoch_duration 2min46s next_finish 01:15:00
20240914-01:12:14 wrote state.pth
20240914-01:12:14 --- epoch 1314 ----------------------------------------
20240914-01:12:14 current_test_accuracies 0.9537 0.9597 0.9552 0.9444 0.9564 0.9583 0.9538 0.9652 0.9573 0.9537
20240914-01:12:14 time_train=2414 time_c_quizzes=10106
20240914-01:12:14 nb_c_quizzes 3161
20240914-01:12:14 training model 3 (accuracy 0.9444444179534912)
20240914-01:12:14 training model 9 (accuracy 0.9536585211753845)
20240914-01:14:17 train_loss 1314 model 9 0.0113452182519286
20240914-01:14:17 train_loss 1314 model 3 0.010798062906244922
20240914-01:14:19 test_loss 1314 model 9 0.009171968910231953
20240914-01:14:19 test_loss 1314 model 3 0.00887571885619991
20240914-01:14:53 test_accuracy 1314 model 9 nb_correct 727 / 775 (93.81%)
20240914-01:14:58 test_accuracy 1314 model 3 nb_correct 774 / 806 (96.03%)
20240914-01:14:59 wrote ae_000.pth
20240914-01:15:00 wrote ae_001.pth
20240914-01:15:00 wrote ae_002.pth
20240914-01:15:01 wrote ae_003.pth
20240914-01:15:02 wrote ae_004.pth
20240914-01:15:03 wrote ae_005.pth
20240914-01:15:03 wrote ae_006.pth
20240914-01:15:04 wrote ae_007.pth
20240914-01:15:05 wrote ae_008.pth
20240914-01:15:05 wrote ae_009.pth
20240914-01:15:05 epoch_duration 2min51s next_finish 01:17:57
20240914-01:15:05 wrote state.pth
20240914-01:15:05 --- epoch 1315 ----------------------------------------
20240914-01:15:05 current_test_accuracies 0.9537 0.9597 0.9552 0.9603 0.9564 0.9583 0.9538 0.9652 0.9573 0.9381
20240914-01:15:05 time_train=2578 time_c_quizzes=10106
20240914-01:15:05 nb_c_quizzes 3161
20240914-01:15:05 training model 9 (accuracy 0.9380645155906677)
20240914-01:15:05 training model 0 (accuracy 0.9536921381950378)
20240914-01:17:09 train_loss 1315 model 0 0.010460529912652419
20240914-01:17:09 train_loss 1315 model 9 0.011273572975114802
20240914-01:17:10 test_loss 1315 model 0 0.00864393230034537
20240914-01:17:10 test_loss 1315 model 9 0.008414355721015454
20240914-01:17:44 test_accuracy 1315 model 0 nb_correct 751 / 789 (95.18%)
20240914-01:17:48 test_accuracy 1315 model 9 nb_correct 723 / 771 (93.77%)
20240914-01:17:49 wrote ae_000.pth
20240914-01:17:50 wrote ae_001.pth
20240914-01:17:51 wrote ae_002.pth
20240914-01:17:51 wrote ae_003.pth
20240914-01:17:52 wrote ae_004.pth
20240914-01:17:53 wrote ae_005.pth
20240914-01:17:53 wrote ae_006.pth
20240914-01:17:54 wrote ae_007.pth
20240914-01:17:55 wrote ae_008.pth
20240914-01:17:55 wrote ae_009.pth
20240914-01:17:55 epoch_duration 2min50s next_finish 01:20:45
20240914-01:17:55 wrote state.pth
20240914-01:17:55 --- epoch 1316 ----------------------------------------
20240914-01:17:55 current_test_accuracies 0.9518 0.9597 0.9552 0.9603 0.9564 0.9583 0.9538 0.9652 0.9573 0.9377
20240914-01:17:55 time_train=2741 time_c_quizzes=10106
20240914-01:17:55 nb_c_quizzes 3161
20240914-01:17:55 training model 9 (accuracy 0.9377431869506836)
20240914-01:17:55 training model 0 (accuracy 0.9518377780914307)
20240914-01:19:59 train_loss 1316 model 9 0.01117733396334188
20240914-01:19:59 train_loss 1316 model 0 0.011134531549920211
20240914-01:20:00 test_loss 1316 model 9 0.007937783576269907
20240914-01:20:00 test_loss 1316 model 0 0.006159534768767116
20240914-01:20:34 test_accuracy 1316 model 0 nb_correct 751 / 803 (93.52%)
20240914-01:20:36 test_accuracy 1316 model 9 nb_correct 771 / 816 (94.49%)
20240914-01:20:37 wrote ae_000.pth
20240914-01:20:38 wrote ae_001.pth
20240914-01:20:38 wrote ae_002.pth
20240914-01:20:39 wrote ae_003.pth
20240914-01:20:40 wrote ae_004.pth
20240914-01:20:41 wrote ae_005.pth
20240914-01:20:41 wrote ae_006.pth
20240914-01:20:42 wrote ae_007.pth
20240914-01:20:43 wrote ae_008.pth
20240914-01:20:43 wrote ae_009.pth
20240914-01:20:43 epoch_duration 2min47s next_finish 01:23:31
20240914-01:20:43 wrote state.pth
20240914-01:20:43 --- epoch 1317 ----------------------------------------
20240914-01:20:43 current_test_accuracies 0.9352 0.9597 0.9552 0.9603 0.9564 0.9583 0.9538 0.9652 0.9573 0.9449
20240914-01:20:43 time_train=2901 time_c_quizzes=10106
20240914-01:20:43 nb_c_quizzes 3161
20240914-01:20:43 training model 0 (accuracy 0.9352428317070007)
20240914-01:20:43 training model 9 (accuracy 0.9448529481887817)
20240914-01:22:47 train_loss 1317 model 0 0.01108714606439935
20240914-01:22:47 train_loss 1317 model 9 0.011628551243746187
20240914-01:22:48 test_loss 1317 model 0 0.006888642241401044
20240914-01:22:48 test_loss 1317 model 9 0.00844178486781857
20240914-01:23:21 test_accuracy 1317 model 9 nb_correct 779 / 810 (96.17%)
20240914-01:23:22 test_accuracy 1317 model 0 nb_correct 788 / 824 (95.63%)
20240914-01:23:23 wrote ae_000.pth
20240914-01:23:23 wrote ae_001.pth
20240914-01:23:24 wrote ae_002.pth
20240914-01:23:25 wrote ae_003.pth
20240914-01:23:25 wrote ae_004.pth
20240914-01:23:26 wrote ae_005.pth
20240914-01:23:27 wrote ae_006.pth
20240914-01:23:28 wrote ae_007.pth
20240914-01:23:28 wrote ae_008.pth
20240914-01:23:29 wrote ae_009.pth
20240914-01:23:29 epoch_duration 2min45s next_finish 01:26:15
20240914-01:23:29 wrote state.pth
20240914-01:23:29 --- epoch 1318 ----------------------------------------
20240914-01:23:29 current_test_accuracies 0.9563 0.9597 0.9552 0.9603 0.9564 0.9583 0.9538 0.9652 0.9573 0.9617
20240914-01:23:29 time_train=3059 time_c_quizzes=10106
20240914-01:23:29 nb_c_quizzes 3161
20240914-01:23:29 training model 6 (accuracy 0.9537869095802307)
20240914-01:23:29 training model 2 (accuracy 0.9551856517791748)
20240914-01:25:32 train_loss 1318 model 6 0.010133065567497396
20240914-01:25:32 train_loss 1318 model 2 0.010726027276601598
20240914-01:25:34 test_loss 1318 model 6 0.006009907653771051
20240914-01:25:34 test_loss 1318 model 2 0.008025061195246508
20240914-01:26:10 test_accuracy 1318 model 6 nb_correct 755 / 784 (96.30%)
20240914-01:26:12 test_accuracy 1318 model 2 nb_correct 762 / 811 (93.96%)
20240914-01:26:13 wrote ae_000.pth
20240914-01:26:13 wrote ae_001.pth
20240914-01:26:14 wrote ae_002.pth
20240914-01:26:15 wrote ae_003.pth
20240914-01:26:15 wrote ae_004.pth
20240914-01:26:16 wrote ae_005.pth
20240914-01:26:17 wrote ae_006.pth
20240914-01:26:17 wrote ae_007.pth
20240914-01:26:18 wrote ae_008.pth
20240914-01:26:19 wrote ae_009.pth
20240914-01:26:19 epoch_duration 2min49s next_finish 01:29:09
20240914-01:26:19 wrote state.pth
20240914-01:26:19 --- epoch 1319 ----------------------------------------
20240914-01:26:19 current_test_accuracies 0.9563 0.9597 0.9396 0.9603 0.9564 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:26:19 time_train=3221 time_c_quizzes=10106
20240914-01:26:19 nb_c_quizzes 3161
20240914-01:26:19 training model 2 (accuracy 0.9395807385444641)
20240914-01:26:19 training model 0 (accuracy 0.9563106894493103)
20240914-01:28:22 train_loss 1319 model 0 0.010727784014281497
20240914-01:28:22 train_loss 1319 model 2 0.010859988225072812
20240914-01:28:24 test_loss 1319 model 0 0.011029877027064572
20240914-01:28:24 test_loss 1319 model 2 0.008866245670381545
20240914-01:28:57 test_accuracy 1319 model 2 nb_correct 767 / 808 (94.93%)
20240914-01:28:59 test_accuracy 1319 model 0 nb_correct 757 / 796 (95.10%)
20240914-01:29:00 wrote ae_000.pth
20240914-01:29:01 wrote ae_001.pth
20240914-01:29:02 wrote ae_002.pth
20240914-01:29:02 wrote ae_003.pth
20240914-01:29:03 wrote ae_004.pth
20240914-01:29:04 wrote ae_005.pth
20240914-01:29:04 wrote ae_006.pth
20240914-01:29:05 wrote ae_007.pth
20240914-01:29:06 wrote ae_008.pth
20240914-01:29:06 wrote ae_009.pth
20240914-01:29:06 epoch_duration 2min47s next_finish 01:31:54
20240914-01:29:06 wrote state.pth
20240914-01:29:06 --- epoch 1320 ----------------------------------------
20240914-01:29:06 current_test_accuracies 0.9510 0.9597 0.9493 0.9603 0.9564 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:29:06 time_train=3381 time_c_quizzes=10106
20240914-01:29:06 nb_c_quizzes 3161
20240914-01:29:06 training model 2 (accuracy 0.9492574334144592)
20240914-01:29:06 training model 0 (accuracy 0.9510050415992737)
20240914-01:31:10 train_loss 1320 model 0 0.010815054908829553
20240914-01:31:10 train_loss 1320 model 2 0.010714709106734516
20240914-01:31:11 test_loss 1320 model 0 0.006691315301304712
20240914-01:31:11 test_loss 1320 model 2 0.009642407072215064
20240914-01:31:49 test_accuracy 1320 model 2 nb_correct 772 / 814 (94.84%)
20240914-01:31:49 test_accuracy 1320 model 0 nb_correct 774 / 814 (95.09%)
20240914-01:31:50 wrote ae_000.pth
20240914-01:31:51 wrote ae_001.pth
20240914-01:31:51 wrote ae_002.pth
20240914-01:31:52 wrote ae_003.pth
20240914-01:31:53 wrote ae_004.pth
20240914-01:31:54 wrote ae_005.pth
20240914-01:31:54 wrote ae_006.pth
20240914-01:31:55 wrote ae_007.pth
20240914-01:31:56 wrote ae_008.pth
20240914-01:31:56 wrote ae_009.pth
20240914-01:31:56 epoch_duration 2min49s next_finish 01:34:46
20240914-01:31:56 wrote state.pth
20240914-01:31:56 --- epoch 1321 ----------------------------------------
20240914-01:31:56 current_test_accuracies 0.9509 0.9597 0.9484 0.9603 0.9564 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:31:56 time_train=3543 time_c_quizzes=10106
20240914-01:31:56 nb_c_quizzes 3161
20240914-01:31:56 training model 2 (accuracy 0.9484029412269592)
20240914-01:31:56 training model 0 (accuracy 0.9508599638938904)
20240914-01:34:00 train_loss 1321 model 2 0.01073657180934515
20240914-01:34:00 train_loss 1321 model 0 0.011049053888986237
20240914-01:34:02 test_loss 1321 model 2 0.005596575520758052
20240914-01:34:02 test_loss 1321 model 0 0.005275671279849803
20240914-01:34:36 test_accuracy 1321 model 2 nb_correct 748 / 791 (94.56%)
20240914-01:34:40 test_accuracy 1321 model 0 nb_correct 753 / 795 (94.72%)
20240914-01:34:41 wrote ae_000.pth
20240914-01:34:42 wrote ae_001.pth
20240914-01:34:42 wrote ae_002.pth
20240914-01:34:43 wrote ae_003.pth
20240914-01:34:44 wrote ae_004.pth
20240914-01:34:44 wrote ae_005.pth
20240914-01:34:45 wrote ae_006.pth
20240914-01:34:46 wrote ae_007.pth
20240914-01:34:46 wrote ae_008.pth
20240914-01:34:47 wrote ae_009.pth
20240914-01:34:47 epoch_duration 2min50s next_finish 01:37:38
20240914-01:34:47 wrote state.pth
20240914-01:34:47 --- epoch 1322 ----------------------------------------
20240914-01:34:47 current_test_accuracies 0.9472 0.9597 0.9456 0.9603 0.9564 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:34:47 time_train=3706 time_c_quizzes=10106
20240914-01:34:47 nb_c_quizzes 3161
20240914-01:34:47 training model 2 (accuracy 0.9456384181976318)
20240914-01:34:47 training model 0 (accuracy 0.947169840335846)
20240914-01:36:51 train_loss 1322 model 2 0.010702498778744485
20240914-01:36:51 train_loss 1322 model 0 0.011253147263436404
20240914-01:36:52 test_loss 1322 model 2 0.009976212783294613
20240914-01:36:52 test_loss 1322 model 0 0.010900395408469876
20240914-01:37:27 test_accuracy 1322 model 0 nb_correct 744 / 794 (93.70%)
20240914-01:37:29 test_accuracy 1322 model 2 nb_correct 766 / 784 (97.70%)
20240914-01:37:29 wrote ae_000.pth
20240914-01:37:30 wrote ae_001.pth
20240914-01:37:31 wrote ae_002.pth
20240914-01:37:31 wrote ae_003.pth
20240914-01:37:32 wrote ae_004.pth
20240914-01:37:33 wrote ae_005.pth
20240914-01:37:34 wrote ae_006.pth
20240914-01:37:34 wrote ae_007.pth
20240914-01:37:35 wrote ae_008.pth
20240914-01:37:36 wrote ae_009.pth
20240914-01:37:36 epoch_duration 2min48s next_finish 01:40:24
20240914-01:37:36 wrote state.pth
20240914-01:37:36 --- epoch 1323 ----------------------------------------
20240914-01:37:36 current_test_accuracies 0.9370 0.9597 0.9770 0.9603 0.9564 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:37:36 time_train=3867 time_c_quizzes=10106
20240914-01:37:36 nb_c_quizzes 3161
20240914-01:37:36 training model 0 (accuracy 0.9370276927947998)
20240914-01:37:36 training model 4 (accuracy 0.9563590884208679)
20240914-01:39:39 train_loss 1323 model 0 0.010415037884289631
20240914-01:39:39 train_loss 1323 model 4 0.010974781077324223
20240914-01:39:41 test_loss 1323 model 0 0.007299460253250345
20240914-01:39:41 test_loss 1323 model 4 0.009780843822440488
20240914-01:40:13 test_accuracy 1323 model 0 nb_correct 760 / 790 (96.20%)
20240914-01:40:19 test_accuracy 1323 model 4 nb_correct 774 / 812 (95.32%)
20240914-01:40:20 wrote ae_000.pth
20240914-01:40:21 wrote ae_001.pth
20240914-01:40:21 wrote ae_002.pth
20240914-01:40:22 wrote ae_003.pth
20240914-01:40:23 wrote ae_004.pth
20240914-01:40:23 wrote ae_005.pth
20240914-01:40:24 wrote ae_006.pth
20240914-01:40:25 wrote ae_007.pth
20240914-01:40:25 wrote ae_008.pth
20240914-01:40:26 wrote ae_009.pth
20240914-01:40:26 epoch_duration 2min50s next_finish 01:43:17
20240914-01:40:26 wrote state.pth
20240914-01:40:26 --- epoch 1324 ----------------------------------------
20240914-01:40:26 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9532 0.9583 0.9630 0.9652 0.9573 0.9617
20240914-01:40:26 time_train=4030 time_c_quizzes=10106
20240914-01:40:26 nb_c_quizzes 3161
20240914-01:40:26 training model 4 (accuracy 0.953201949596405)
20240914-01:40:26 training model 8 (accuracy 0.9573400020599365)
20240914-01:42:29 train_loss 1324 model 4 0.010168708791734388
20240914-01:42:30 train_loss 1324 model 8 0.01060895603714198
20240914-01:42:31 test_loss 1324 model 4 0.007565141770797368
20240914-01:42:31 test_loss 1324 model 8 0.008262807330110178
20240914-01:43:08 test_accuracy 1324 model 8 nb_correct 749 / 782 (95.78%)
20240914-01:43:08 test_accuracy 1324 model 4 nb_correct 756 / 794 (95.21%)
20240914-01:43:09 wrote ae_000.pth
20240914-01:43:09 wrote ae_001.pth
20240914-01:43:10 wrote ae_002.pth
20240914-01:43:11 wrote ae_003.pth
20240914-01:43:11 wrote ae_004.pth
20240914-01:43:12 wrote ae_005.pth
20240914-01:43:13 wrote ae_006.pth
20240914-01:43:14 wrote ae_007.pth
20240914-01:43:14 wrote ae_008.pth
20240914-01:43:15 wrote ae_009.pth
20240914-01:43:15 epoch_duration 2min48s next_finish 01:46:04
20240914-01:43:15 wrote state.pth
20240914-01:43:15 --- epoch 1325 ----------------------------------------
20240914-01:43:15 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9521 0.9583 0.9630 0.9652 0.9578 0.9617
20240914-01:43:15 time_train=4191 time_c_quizzes=10106
20240914-01:43:15 nb_c_quizzes 3161
20240914-01:43:15 training model 4 (accuracy 0.9521410465240479)
20240914-01:43:15 training model 8 (accuracy 0.9578005075454712)
20240914-01:45:18 train_loss 1325 model 8 0.010450714769387559
20240914-01:45:18 train_loss 1325 model 4 0.010352789840961123
20240914-01:45:20 test_loss 1325 model 8 0.008530371917890989
20240914-01:45:20 test_loss 1325 model 4 0.008860741494959256
20240914-01:45:56 test_accuracy 1325 model 4 nb_correct 772 / 812 (95.07%)
20240914-01:45:56 test_accuracy 1325 model 8 nb_correct 721 / 774 (93.15%)
20240914-01:45:57 wrote ae_000.pth
20240914-01:45:58 wrote ae_001.pth
20240914-01:45:59 wrote ae_002.pth
20240914-01:45:59 wrote ae_003.pth
20240914-01:46:00 wrote ae_004.pth
20240914-01:46:01 wrote ae_005.pth
20240914-01:46:01 wrote ae_006.pth
20240914-01:46:02 wrote ae_007.pth
20240914-01:46:03 wrote ae_008.pth
20240914-01:46:04 wrote ae_009.pth
20240914-01:46:04 epoch_duration 2min48s next_finish 01:48:52
20240914-01:46:04 wrote state.pth
20240914-01:46:04 --- epoch 1326 ----------------------------------------
20240914-01:46:04 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9507 0.9583 0.9630 0.9652 0.9315 0.9617
20240914-01:46:04 time_train=4352 time_c_quizzes=10106
20240914-01:46:04 nb_c_quizzes 3161
20240914-01:46:04 training model 8 (accuracy 0.9315245747566223)
20240914-01:46:04 training model 4 (accuracy 0.9507389068603516)
20240914-01:48:07 train_loss 1326 model 8 0.011387774160542903
20240914-01:48:07 train_loss 1326 model 4 0.010879038203629534
20240914-01:48:08 test_loss 1326 model 8 0.009107606359407328
20240914-01:48:09 test_loss 1326 model 4 0.008643717329414357
20240914-01:48:44 test_accuracy 1326 model 8 nb_correct 736 / 798 (92.23%)
20240914-01:48:46 test_accuracy 1326 model 4 nb_correct 738 / 794 (92.95%)
20240914-01:48:47 wrote ae_000.pth
20240914-01:48:48 wrote ae_001.pth
20240914-01:48:48 wrote ae_002.pth
20240914-01:48:49 wrote ae_003.pth
20240914-01:48:50 wrote ae_004.pth
20240914-01:48:50 wrote ae_005.pth
20240914-01:48:51 wrote ae_006.pth
20240914-01:48:52 wrote ae_007.pth
20240914-01:48:53 wrote ae_008.pth
20240914-01:48:53 wrote ae_009.pth
20240914-01:48:53 epoch_duration 2min49s next_finish 01:51:43
20240914-01:48:53 wrote state.pth
20240914-01:48:53 --- epoch 1327 ----------------------------------------
20240914-01:48:53 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9295 0.9583 0.9630 0.9652 0.9223 0.9617
20240914-01:48:53 time_train=4514 time_c_quizzes=10106
20240914-01:48:53 nb_c_quizzes 3161
20240914-01:48:53 training model 8 (accuracy 0.9223057627677917)
20240914-01:48:53 training model 4 (accuracy 0.9294710159301758)
20240914-01:50:57 train_loss 1327 model 8 0.010808981169362596
20240914-01:50:57 train_loss 1327 model 4 0.011363843966997592
20240914-01:50:58 test_loss 1327 model 8 0.007074180295529686
20240914-01:50:58 test_loss 1327 model 4 0.00704024425596117
20240914-01:51:31 test_accuracy 1327 model 4 nb_correct 739 / 789 (93.66%)
20240914-01:51:37 test_accuracy 1327 model 8 nb_correct 746 / 790 (94.43%)
20240914-01:51:38 wrote ae_000.pth
20240914-01:51:39 wrote ae_001.pth
20240914-01:51:39 wrote ae_002.pth
20240914-01:51:40 wrote ae_003.pth
20240914-01:51:41 wrote ae_004.pth
20240914-01:51:42 wrote ae_005.pth
20240914-01:51:42 wrote ae_006.pth
20240914-01:51:43 wrote ae_007.pth
20240914-01:51:44 wrote ae_008.pth
20240914-01:51:44 wrote ae_009.pth
20240914-01:51:44 epoch_duration 2min51s next_finish 01:54:35
20240914-01:51:44 wrote state.pth
20240914-01:51:44 --- epoch 1328 ----------------------------------------
20240914-01:51:44 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9366 0.9583 0.9630 0.9652 0.9443 0.9617
20240914-01:51:44 time_train=4677 time_c_quizzes=10106
20240914-01:51:44 nb_c_quizzes 3161
20240914-01:51:44 training model 4 (accuracy 0.9366286396980286)
20240914-01:51:44 training model 8 (accuracy 0.9443038105964661)
20240914-01:53:48 train_loss 1328 model 4 0.010772606391485624
20240914-01:53:48 train_loss 1328 model 8 0.011421444127243377
20240914-01:53:49 test_loss 1328 model 4 0.00963408995936561
20240914-01:53:49 test_loss 1328 model 8 0.007342931850189416
20240914-01:54:23 test_accuracy 1328 model 8 nb_correct 776 / 809 (95.92%)
20240914-01:54:23 test_accuracy 1328 model 4 nb_correct 794 / 814 (97.54%)
20240914-01:54:24 wrote ae_000.pth
20240914-01:54:24 wrote ae_001.pth
20240914-01:54:25 wrote ae_002.pth
20240914-01:54:26 wrote ae_003.pth
20240914-01:54:27 wrote ae_004.pth
20240914-01:54:27 wrote ae_005.pth
20240914-01:54:28 wrote ae_006.pth
20240914-01:54:29 wrote ae_007.pth
20240914-01:54:29 wrote ae_008.pth
20240914-01:54:30 wrote ae_009.pth
20240914-01:54:30 epoch_duration 2min45s next_finish 01:57:16
20240914-01:54:30 wrote state.pth
20240914-01:54:30 --- epoch 1329 ----------------------------------------
20240914-01:54:30 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9754 0.9583 0.9630 0.9652 0.9592 0.9617
20240914-01:54:30 time_train=4835 time_c_quizzes=10106
20240914-01:54:30 nb_c_quizzes 3161
20240914-01:54:30 training model 5 (accuracy 0.958279013633728)
20240914-01:54:30 training model 8 (accuracy 0.9592089056968689)
20240914-01:56:33 train_loss 1329 model 8 0.01054679846018007
20240914-01:56:33 train_loss 1329 model 5 0.011059699332365199
20240914-01:56:35 test_loss 1329 model 8 0.008188794696638269
20240914-01:56:35 test_loss 1329 model 5 0.007162056148706597
20240914-01:57:09 test_accuracy 1329 model 8 nb_correct 775 / 809 (95.80%)
20240914-01:57:13 test_accuracy 1329 model 5 nb_correct 751 / 788 (95.30%)
20240914-01:57:13 wrote ae_000.pth
20240914-01:57:14 wrote ae_001.pth
20240914-01:57:15 wrote ae_002.pth
20240914-01:57:16 wrote ae_003.pth
20240914-01:57:16 wrote ae_004.pth
20240914-01:57:17 wrote ae_005.pth
20240914-01:57:18 wrote ae_006.pth
20240914-01:57:18 wrote ae_007.pth
20240914-01:57:19 wrote ae_008.pth
20240914-01:57:20 wrote ae_009.pth
20240914-01:57:20 epoch_duration 2min49s next_finish 02:00:09
20240914-01:57:20 wrote state.pth
20240914-01:57:20 --- epoch 1330 ----------------------------------------
20240914-01:57:20 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9754 0.9530 0.9630 0.9652 0.9580 0.9617
20240914-01:57:20 time_train=4997 time_c_quizzes=10106
20240914-01:57:20 nb_c_quizzes 3161
20240914-01:57:20 training model 5 (accuracy 0.953045666217804)
20240914-01:57:20 training model 8 (accuracy 0.9579728245735168)
20240914-01:59:23 train_loss 1330 model 8 0.010699245807294575
20240914-01:59:23 train_loss 1330 model 5 0.010598765634424126
20240914-01:59:25 test_loss 1330 model 8 0.007157458169012898
20240914-01:59:25 test_loss 1330 model 5 0.006759254445387342
20240914-02:00:00 test_accuracy 1330 model 5 nb_correct 755 / 792 (95.33%)
20240914-02:00:01 test_accuracy 1330 model 8 nb_correct 761 / 800 (95.12%)
20240914-02:00:02 wrote ae_000.pth
20240914-02:00:03 wrote ae_001.pth
20240914-02:00:03 wrote ae_002.pth
20240914-02:00:04 wrote ae_003.pth
20240914-02:00:05 wrote ae_004.pth
20240914-02:00:05 wrote ae_005.pth
20240914-02:00:06 wrote ae_006.pth
20240914-02:00:07 wrote ae_007.pth
20240914-02:00:08 wrote ae_008.pth
20240914-02:00:08 wrote ae_009.pth
20240914-02:00:08 epoch_duration 2min48s next_finish 02:02:57
20240914-02:00:08 wrote state.pth
20240914-02:00:08 --- epoch 1331 ----------------------------------------
20240914-02:00:08 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9754 0.9533 0.9630 0.9652 0.9513 0.9617
20240914-02:00:08 time_train=5158 time_c_quizzes=10106
20240914-02:00:08 nb_c_quizzes 3161
20240914-02:00:08 training model 8 (accuracy 0.9512500166893005)
20240914-02:00:08 training model 5 (accuracy 0.9532828330993652)
20240914-02:02:12 train_loss 1331 model 5 0.011523724215132461
20240914-02:02:12 train_loss 1331 model 8 0.010224423132372523
20240914-02:02:14 test_loss 1331 model 5 0.007084493980265449
20240914-02:02:14 test_loss 1331 model 8 0.00858266908530112
20240914-02:02:49 test_accuracy 1331 model 5 nb_correct 732 / 775 (94.45%)
20240914-02:02:50 test_accuracy 1331 model 8 nb_correct 770 / 815 (94.48%)
20240914-02:02:51 wrote ae_000.pth
20240914-02:02:51 wrote ae_001.pth
20240914-02:02:52 wrote ae_002.pth
20240914-02:02:53 wrote ae_003.pth
20240914-02:02:53 wrote ae_004.pth
20240914-02:02:54 wrote ae_005.pth
20240914-02:02:55 wrote ae_006.pth
20240914-02:02:55 wrote ae_007.pth
20240914-02:02:56 wrote ae_008.pth
20240914-02:02:57 wrote ae_009.pth
20240914-02:02:57 epoch_duration 2min48s next_finish 02:05:45
20240914-02:02:57 wrote state.pth
20240914-02:02:57 --- epoch 1332 ----------------------------------------
20240914-02:02:57 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9754 0.9445 0.9630 0.9652 0.9448 0.9617
20240914-02:02:57 time_train=5319 time_c_quizzes=10106
20240914-02:02:57 nb_c_quizzes 3161
20240914-02:02:57 training model 5 (accuracy 0.944516122341156)
20240914-02:02:57 training model 8 (accuracy 0.9447852969169617)
20240914-02:05:00 train_loss 1332 model 5 0.010725097820396058
20240914-02:05:00 train_loss 1332 model 8 0.010597624190086207
20240914-02:05:02 test_loss 1332 model 5 0.00866928956423294
20240914-02:05:02 test_loss 1332 model 8 0.009229174804859496
20240914-02:05:38 test_accuracy 1332 model 5 nb_correct 749 / 790 (94.81%)
20240914-02:05:40 test_accuracy 1332 model 8 nb_correct 773 / 803 (96.26%)
20240914-02:05:40 wrote ae_000.pth
20240914-02:05:41 wrote ae_001.pth
20240914-02:05:42 wrote ae_002.pth
20240914-02:05:42 wrote ae_003.pth
20240914-02:05:43 wrote ae_004.pth
20240914-02:05:44 wrote ae_005.pth
20240914-02:05:44 wrote ae_006.pth
20240914-02:05:45 wrote ae_007.pth
20240914-02:05:46 wrote ae_008.pth
20240914-02:05:46 wrote ae_009.pth
20240914-02:05:46 epoch_duration 2min49s next_finish 02:08:36
20240914-02:05:47 wrote state.pth
20240914-02:05:47 --- epoch 1333 ----------------------------------------
20240914-02:05:47 current_test_accuracies 0.9620 0.9597 0.9770 0.9603 0.9754 0.9481 0.9630 0.9652 0.9626 0.9617
20240914-02:05:47 time_train=5482 time_c_quizzes=10106
20240914-02:05:47 nb_c_quizzes 3161
20240914-02:05:47 training model 5 (accuracy 0.948101282119751)
20240914-02:05:47 training model 1 (accuracy 0.9596577286720276)
20240914-02:07:50 train_loss 1333 model 5 0.011023920995995468
20240914-02:07:50 train_loss 1333 model 1 0.011048920101628027
20240914-02:07:51 test_loss 1333 model 5 0.005687782575034816
20240914-02:07:51 test_loss 1333 model 1 0.008461577276784737
20240914-02:08:24 test_accuracy 1333 model 5 nb_correct 750 / 797 (94.10%)
20240914-02:08:25 test_accuracy 1333 model 1 nb_correct 776 / 816 (95.10%)
20240914-02:08:26 wrote ae_000.pth
20240914-02:08:27 wrote ae_001.pth
20240914-02:08:27 wrote ae_002.pth
20240914-02:08:28 wrote ae_003.pth
20240914-02:08:29 wrote ae_004.pth
20240914-02:08:29 wrote ae_005.pth
20240914-02:08:30 wrote ae_006.pth
20240914-02:08:31 wrote ae_007.pth
20240914-02:08:31 wrote ae_008.pth
20240914-02:08:32 wrote ae_009.pth
20240914-02:08:32 epoch_duration 2min45s next_finish 02:11:18
20240914-02:08:32 wrote state.pth
20240914-02:08:32 --- epoch 1334 ----------------------------------------
20240914-02:08:32 current_test_accuracies 0.9620 0.9510 0.9770 0.9603 0.9754 0.9410 0.9630 0.9652 0.9626 0.9617
20240914-02:08:32 time_train=5640 time_c_quizzes=10106
20240914-02:08:32 nb_c_quizzes 3161
20240914-02:08:32 training model 5 (accuracy 0.9410288333892822)
20240914-02:08:32 training model 1 (accuracy 0.9509803652763367)
20240914-02:10:35 train_loss 1334 model 1 0.010688187981978445
20240914-02:10:35 train_loss 1334 model 5 0.010947235388364788
20240914-02:10:37 test_loss 1334 model 1 0.007004177719778681
20240914-02:10:37 test_loss 1334 model 5 0.007484554641951036
20240914-02:11:12 test_accuracy 1334 model 1 nb_correct 746 / 783 (95.27%)
20240914-02:11:12 test_accuracy 1334 model 5 nb_correct 769 / 810 (94.94%)
20240914-02:11:13 wrote ae_000.pth
20240914-02:11:14 wrote ae_001.pth
20240914-02:11:15 wrote ae_002.pth
20240914-02:11:15 wrote ae_003.pth
20240914-02:11:16 wrote ae_004.pth
20240914-02:11:17 wrote ae_005.pth
20240914-02:11:17 wrote ae_006.pth
20240914-02:11:18 wrote ae_007.pth
20240914-02:11:19 wrote ae_008.pth
20240914-02:11:19 wrote ae_009.pth
20240914-02:11:19 epoch_duration 2min47s next_finish 02:14:07
20240914-02:11:19 wrote state.pth
20240914-02:11:19 --- epoch 1335 ----------------------------------------
20240914-02:11:19 current_test_accuracies 0.9620 0.9527 0.9770 0.9603 0.9754 0.9494 0.9630 0.9652 0.9626 0.9617
20240914-02:11:19 time_train=5800 time_c_quizzes=10106
20240914-02:11:19 nb_c_quizzes 3161
20240914-02:11:19 training model 5 (accuracy 0.9493827223777771)
20240914-02:11:19 training model 1 (accuracy 0.9527458548545837)
20240914-02:13:23 train_loss 1335 model 1 0.011542214586958834
20240914-02:13:23 train_loss 1335 model 5 0.011490431414028534
20240914-02:13:24 test_loss 1335 model 1 0.00874946192204078
20240914-02:13:24 test_loss 1335 model 5 0.00601622009916909
20240914-02:13:57 test_accuracy 1335 model 5 nb_correct 759 / 785 (96.69%)
20240914-02:14:03 test_accuracy 1335 model 1 nb_correct 759 / 790 (96.08%)
20240914-02:14:04 wrote ae_000.pth
20240914-02:14:05 wrote ae_001.pth
20240914-02:14:05 wrote ae_002.pth
20240914-02:14:06 wrote ae_003.pth
20240914-02:14:07 wrote ae_004.pth
20240914-02:14:08 wrote ae_005.pth
20240914-02:14:08 wrote ae_006.pth
20240914-02:14:09 wrote ae_007.pth
20240914-02:14:10 wrote ae_008.pth
20240914-02:14:10 wrote ae_009.pth
20240914-02:14:10 epoch_duration 2min50s next_finish 02:17:01
20240914-02:14:10 wrote state.pth
20240914-02:14:10 --- epoch 1336 ----------------------------------------
20240914-02:14:10 current_test_accuracies 0.9620 0.9608 0.9770 0.9603 0.9754 0.9669 0.9630 0.9652 0.9626 0.9617
20240914-02:14:10 time_train=5963 time_c_quizzes=10106
20240914-02:14:10 nb_c_quizzes 3161
20240914-02:14:10 training model 3 (accuracy 0.9602977633476257)
20240914-02:14:10 training model 1 (accuracy 0.9607595205307007)
20240914-02:16:14 train_loss 1336 model 1 0.0109498352615783
20240914-02:16:14 train_loss 1336 model 3 0.010457425101594708
20240914-02:16:15 test_loss 1336 model 1 0.007706160152980601
20240914-02:16:15 test_loss 1336 model 3 0.006933686536467576
20240914-02:16:52 test_accuracy 1336 model 1 nb_correct 775 / 798 (97.12%)
20240914-02:16:53 test_accuracy 1336 model 3 nb_correct 735 / 781 (94.11%)
20240914-02:16:54 wrote ae_000.pth
20240914-02:16:55 wrote ae_001.pth
20240914-02:16:56 wrote ae_002.pth
20240914-02:16:56 wrote ae_003.pth
20240914-02:16:57 wrote ae_004.pth
20240914-02:16:58 wrote ae_005.pth
20240914-02:16:58 wrote ae_006.pth
20240914-02:16:59 wrote ae_007.pth
20240914-02:17:00 wrote ae_008.pth
20240914-02:17:00 wrote ae_009.pth
20240914-02:17:00 epoch_duration 2min49s next_finish 02:19:50
20240914-02:17:00 wrote state.pth
20240914-02:17:00 --- epoch 1337 ----------------------------------------
20240914-02:17:00 current_test_accuracies 0.9620 0.9712 0.9770 0.9411 0.9754 0.9669 0.9630 0.9652 0.9626 0.9617
20240914-02:17:00 time_train=6126 time_c_quizzes=10106
20240914-02:17:00 nb_c_quizzes 3161
20240914-02:17:00 training model 3 (accuracy 0.9411011338233948)
20240914-02:17:00 training model 9 (accuracy 0.9617283940315247)
20240914-02:19:04 train_loss 1337 model 9 0.011438721974223881
20240914-02:19:04 train_loss 1337 model 3 0.01072664853938204
20240914-02:19:05 test_loss 1337 model 9 0.006649921740449827
20240914-02:19:05 test_loss 1337 model 3 0.010289377250744636
20240914-02:19:38 test_accuracy 1337 model 9 nb_correct 753 / 804 (93.66%)
20240914-02:19:40 test_accuracy 1337 model 3 nb_correct 773 / 797 (96.99%)
20240914-02:19:41 wrote ae_000.pth
20240914-02:19:42 wrote ae_001.pth
20240914-02:19:43 wrote ae_002.pth
20240914-02:19:43 wrote ae_003.pth
20240914-02:19:44 wrote ae_004.pth
20240914-02:19:45 wrote ae_005.pth
20240914-02:19:45 wrote ae_006.pth
20240914-02:19:46 wrote ae_007.pth
20240914-02:19:47 wrote ae_008.pth
20240914-02:19:47 wrote ae_009.pth
20240914-02:19:47 epoch_duration 2min46s next_finish 02:22:34
20240914-02:19:47 wrote state.pth
20240914-02:19:47 --- epoch 1338 ----------------------------------------
20240914-02:19:47 current_test_accuracies 0.9620 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9366
20240914-02:19:47 time_train=6286 time_c_quizzes=10106
20240914-02:19:47 nb_c_quizzes 3161
20240914-02:19:47 training model 9 (accuracy 0.9365671873092651)
20240914-02:19:47 training model 0 (accuracy 0.9620253443717957)
20240914-02:21:51 train_loss 1338 model 0 0.010739985189824438
20240914-02:21:51 train_loss 1338 model 9 0.01128999632972409
20240914-02:21:52 test_loss 1338 model 0 0.006102579337201064
20240914-02:21:52 test_loss 1338 model 9 0.005135919393691779
20240914-02:22:28 test_accuracy 1338 model 0 nb_correct 764 / 804 (95.02%)
20240914-02:22:29 test_accuracy 1338 model 9 nb_correct 744 / 796 (93.47%)
20240914-02:22:30 wrote ae_000.pth
20240914-02:22:31 wrote ae_001.pth
20240914-02:22:31 wrote ae_002.pth
20240914-02:22:32 wrote ae_003.pth
20240914-02:22:33 wrote ae_004.pth
20240914-02:22:33 wrote ae_005.pth
20240914-02:22:34 wrote ae_006.pth
20240914-02:22:35 wrote ae_007.pth
20240914-02:22:35 wrote ae_008.pth
20240914-02:22:36 wrote ae_009.pth
20240914-02:22:36 epoch_duration 2min48s next_finish 02:25:25
20240914-02:22:36 wrote state.pth
20240914-02:22:36 --- epoch 1339 ----------------------------------------
20240914-02:22:36 current_test_accuracies 0.9502 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9347
20240914-02:22:36 time_train=6447 time_c_quizzes=10106
20240914-02:22:36 nb_c_quizzes 3161
20240914-02:22:36 training model 9 (accuracy 0.9346733689308167)
20240914-02:22:36 training model 0 (accuracy 0.9502487778663635)
20240914-02:24:39 train_loss 1339 model 0 0.011217096811415105
20240914-02:24:39 train_loss 1339 model 9 0.0109473086246835
20240914-02:24:41 test_loss 1339 model 0 0.009267174092371988
20240914-02:24:41 test_loss 1339 model 9 0.008478144285049893
20240914-02:25:14 test_accuracy 1339 model 0 nb_correct 782 / 820 (95.37%)
20240914-02:25:22 test_accuracy 1339 model 9 nb_correct 751 / 798 (94.11%)
20240914-02:25:23 wrote ae_000.pth
20240914-02:25:23 wrote ae_001.pth
20240914-02:25:24 wrote ae_002.pth
20240914-02:25:25 wrote ae_003.pth
20240914-02:25:25 wrote ae_004.pth
20240914-02:25:26 wrote ae_005.pth
20240914-02:25:27 wrote ae_006.pth
20240914-02:25:27 wrote ae_007.pth
20240914-02:25:28 wrote ae_008.pth
20240914-02:25:29 wrote ae_009.pth
20240914-02:25:29 epoch_duration 2min52s next_finish 02:28:21
20240914-02:25:29 wrote state.pth
20240914-02:25:29 --- epoch 1340 ----------------------------------------
20240914-02:25:29 current_test_accuracies 0.9537 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9411
20240914-02:25:29 time_train=6612 time_c_quizzes=10106
20240914-02:25:29 nb_c_quizzes 3161
20240914-02:25:29 training model 9 (accuracy 0.9411027431488037)
20240914-02:25:29 training model 0 (accuracy 0.9536585211753845)
20240914-02:27:32 train_loss 1340 model 0 0.011024785634459477
20240914-02:27:32 train_loss 1340 model 9 0.011932275580987152
20240914-02:27:34 test_loss 1340 model 0 0.00988935229761978
20240914-02:27:34 test_loss 1340 model 9 0.010239787248406174
20240914-02:28:08 test_accuracy 1340 model 9 nb_correct 750 / 800 (93.75%)
20240914-02:28:10 test_accuracy 1340 model 0 nb_correct 763 / 801 (95.26%)
20240914-02:28:10 wrote ae_000.pth
20240914-02:28:11 wrote ae_001.pth
20240914-02:28:12 wrote ae_002.pth
20240914-02:28:12 wrote ae_003.pth
20240914-02:28:13 wrote ae_004.pth
20240914-02:28:14 wrote ae_005.pth
20240914-02:28:15 wrote ae_006.pth
20240914-02:28:15 wrote ae_007.pth
20240914-02:28:16 wrote ae_008.pth
20240914-02:28:17 wrote ae_009.pth
20240914-02:28:17 epoch_duration 2min47s next_finish 02:31:05
20240914-02:28:17 wrote state.pth
20240914-02:28:17 --- epoch 1341 ----------------------------------------
20240914-02:28:17 current_test_accuracies 0.9526 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9375
20240914-02:28:17 time_train=6772 time_c_quizzes=10106
20240914-02:28:17 nb_c_quizzes 3161
20240914-02:28:17 training model 9 (accuracy 0.9375)
20240914-02:28:17 training model 0 (accuracy 0.9525592923164368)
20240914-02:30:20 train_loss 1341 model 9 0.011318864910209413
20240914-02:30:20 train_loss 1341 model 0 0.011194764823278093
20240914-02:30:22 test_loss 1341 model 9 0.005225485568121258
20240914-02:30:22 test_loss 1341 model 0 0.007608636249460688
20240914-02:30:56 test_accuracy 1341 model 0 nb_correct 752 / 786 (95.67%)
20240914-02:30:57 test_accuracy 1341 model 9 nb_correct 750 / 793 (94.58%)
20240914-02:30:58 wrote ae_000.pth
20240914-02:30:58 wrote ae_001.pth
20240914-02:30:59 wrote ae_002.pth
20240914-02:31:00 wrote ae_003.pth
20240914-02:31:00 wrote ae_004.pth
20240914-02:31:01 wrote ae_005.pth
20240914-02:31:02 wrote ae_006.pth
20240914-02:31:02 wrote ae_007.pth
20240914-02:31:03 wrote ae_008.pth
20240914-02:31:04 wrote ae_009.pth
20240914-02:31:04 epoch_duration 2min47s next_finish 02:33:51
20240914-02:31:04 wrote state.pth
20240914-02:31:04 --- epoch 1342 ----------------------------------------
20240914-02:31:04 current_test_accuracies 0.9567 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9458
20240914-02:31:04 time_train=6932 time_c_quizzes=10106
20240914-02:31:04 nb_c_quizzes 3161
20240914-02:31:04 training model 9 (accuracy 0.9457755088806152)
20240914-02:31:04 training model 0 (accuracy 0.9567430019378662)
20240914-02:33:08 train_loss 1342 model 0 0.010914926505847689
20240914-02:33:08 train_loss 1342 model 9 0.011469231189103084
20240914-02:33:09 test_loss 1342 model 0 0.006413053995146356
20240914-02:33:09 test_loss 1342 model 9 0.010183926890954353
20240914-02:33:44 test_accuracy 1342 model 9 nb_correct 787 / 820 (95.98%)
20240914-02:33:46 test_accuracy 1342 model 0 nb_correct 747 / 797 (93.73%)
20240914-02:33:46 wrote ae_000.pth
20240914-02:33:47 wrote ae_001.pth
20240914-02:33:48 wrote ae_002.pth
20240914-02:33:49 wrote ae_003.pth
20240914-02:33:49 wrote ae_004.pth
20240914-02:33:50 wrote ae_005.pth
20240914-02:33:51 wrote ae_006.pth
20240914-02:33:51 wrote ae_007.pth
20240914-02:33:52 wrote ae_008.pth
20240914-02:33:53 wrote ae_009.pth
20240914-02:33:53 epoch_duration 2min48s next_finish 02:36:42
20240914-02:33:53 wrote state.pth
20240914-02:33:53 --- epoch 1343 ----------------------------------------
20240914-02:33:53 current_test_accuracies 0.9373 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9598
20240914-02:33:53 time_train=7093 time_c_quizzes=10106
20240914-02:33:53 nb_c_quizzes 3161
20240914-02:33:53 training model 0 (accuracy 0.9372647404670715)
20240914-02:33:53 training model 9 (accuracy 0.959756076335907)
20240914-02:35:56 train_loss 1343 model 0 0.011261867760233144
20240914-02:35:56 train_loss 1343 model 9 0.01125542045291877
20240914-02:35:58 test_loss 1343 model 0 0.008229196920925119
20240914-02:35:58 test_loss 1343 model 9 0.005793421041293811
20240914-02:36:32 test_accuracy 1343 model 9 nb_correct 760 / 805 (94.41%)
20240914-02:36:37 test_accuracy 1343 model 0 nb_correct 775 / 812 (95.44%)
20240914-02:36:38 wrote ae_000.pth
20240914-02:36:39 wrote ae_001.pth
20240914-02:36:39 wrote ae_002.pth
20240914-02:36:40 wrote ae_003.pth
20240914-02:36:41 wrote ae_004.pth
20240914-02:36:41 wrote ae_005.pth
20240914-02:36:42 wrote ae_006.pth
20240914-02:36:43 wrote ae_007.pth
20240914-02:36:43 wrote ae_008.pth
20240914-02:36:44 wrote ae_009.pth
20240914-02:36:44 epoch_duration 2min51s next_finish 02:39:35
20240914-02:36:44 wrote state.pth
20240914-02:36:44 --- epoch 1344 ----------------------------------------
20240914-02:36:44 current_test_accuracies 0.9544 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9441
20240914-02:36:44 time_train=7257 time_c_quizzes=10106
20240914-02:36:44 nb_c_quizzes 3161
20240914-02:36:44 training model 9 (accuracy 0.9440993666648865)
20240914-02:36:44 training model 0 (accuracy 0.9544335007667542)
20240914-02:38:48 train_loss 1344 model 0 0.010701661064555537
20240914-02:38:48 train_loss 1344 model 9 0.011282618224748148
20240914-02:38:49 test_loss 1344 model 0 0.00790417766547762
20240914-02:38:49 test_loss 1344 model 9 0.0081170328236567
20240914-02:39:23 test_accuracy 1344 model 0 nb_correct 778 / 813 (95.69%)
20240914-02:39:28 test_accuracy 1344 model 9 nb_correct 764 / 801 (95.38%)
20240914-02:39:29 wrote ae_000.pth
20240914-02:39:30 wrote ae_001.pth
20240914-02:39:30 wrote ae_002.pth
20240914-02:39:31 wrote ae_003.pth
20240914-02:39:32 wrote ae_004.pth
20240914-02:39:32 wrote ae_005.pth
20240914-02:39:33 wrote ae_006.pth
20240914-02:39:34 wrote ae_007.pth
20240914-02:39:34 wrote ae_008.pth
20240914-02:39:35 wrote ae_009.pth
20240914-02:39:35 epoch_duration 2min51s next_finish 02:42:26
20240914-02:39:35 wrote state.pth
20240914-02:39:35 --- epoch 1345 ----------------------------------------
20240914-02:39:35 current_test_accuracies 0.9569 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9538
20240914-02:39:35 time_train=7421 time_c_quizzes=10106
20240914-02:39:35 nb_c_quizzes 3161
20240914-02:39:35 training model 9 (accuracy 0.9538077116012573)
20240914-02:39:35 training model 0 (accuracy 0.9569495916366577)
20240914-02:41:38 train_loss 1345 model 9 0.010868677975839092
20240914-02:41:38 train_loss 1345 model 0 0.010766298512746289
20240914-02:41:40 test_loss 1345 model 9 0.008506374605497058
20240914-02:41:40 test_loss 1345 model 0 0.0065026798766098185
20240914-02:42:12 test_accuracy 1345 model 0 nb_correct 784 / 804 (97.51%)
20240914-02:42:17 test_accuracy 1345 model 9 nb_correct 762 / 804 (94.78%)
20240914-02:42:18 wrote ae_000.pth
20240914-02:42:18 wrote ae_001.pth
20240914-02:42:19 wrote ae_002.pth
20240914-02:42:20 wrote ae_003.pth
20240914-02:42:20 wrote ae_004.pth
20240914-02:42:21 wrote ae_005.pth
20240914-02:42:22 wrote ae_006.pth
20240914-02:42:22 wrote ae_007.pth
20240914-02:42:23 wrote ae_008.pth
20240914-02:42:24 wrote ae_009.pth
20240914-02:42:24 epoch_duration 2min48s next_finish 02:45:12
20240914-02:42:24 wrote state.pth
20240914-02:42:24 --- epoch 1346 ----------------------------------------
20240914-02:42:24 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9626 0.9478
20240914-02:42:24 time_train=7582 time_c_quizzes=10106
20240914-02:42:24 nb_c_quizzes 3161
20240914-02:42:24 training model 9 (accuracy 0.9477611780166626)
20240914-02:42:24 training model 8 (accuracy 0.962640106678009)
20240914-02:44:27 train_loss 1346 model 8 0.010363055728159452
20240914-02:44:27 train_loss 1346 model 9 0.011416131153109745
20240914-02:44:29 test_loss 1346 model 8 0.008151815753623736
20240914-02:44:29 test_loss 1346 model 9 0.010506596942584424
20240914-02:45:04 test_accuracy 1346 model 9 nb_correct 730 / 769 (94.93%)
20240914-02:45:04 test_accuracy 1346 model 8 nb_correct 749 / 815 (91.90%)
20240914-02:45:05 wrote ae_000.pth
20240914-02:45:06 wrote ae_001.pth
20240914-02:45:07 wrote ae_002.pth
20240914-02:45:07 wrote ae_003.pth
20240914-02:45:08 wrote ae_004.pth
20240914-02:45:09 wrote ae_005.pth
20240914-02:45:09 wrote ae_006.pth
20240914-02:45:10 wrote ae_007.pth
20240914-02:45:11 wrote ae_008.pth
20240914-02:45:12 wrote ae_009.pth
20240914-02:45:12 epoch_duration 2min47s next_finish 02:47:59
20240914-02:45:12 wrote state.pth
20240914-02:45:12 --- epoch 1347 ----------------------------------------
20240914-02:45:12 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9190 0.9493
20240914-02:45:12 time_train=7742 time_c_quizzes=10106
20240914-02:45:12 nb_c_quizzes 3161
20240914-02:45:12 training model 8 (accuracy 0.9190183877944946)
20240914-02:45:12 training model 9 (accuracy 0.9492847919464111)
20240914-02:47:15 train_loss 1347 model 8 0.010594484385554097
20240914-02:47:15 train_loss 1347 model 9 0.011138874379317713
20240914-02:47:16 test_loss 1347 model 8 0.008373426273726637
20240914-02:47:17 test_loss 1347 model 9 0.008836279920842571
20240914-02:47:52 test_accuracy 1347 model 8 nb_correct 759 / 792 (95.83%)
20240914-02:47:54 test_accuracy 1347 model 9 nb_correct 749 / 787 (95.17%)
20240914-02:47:55 wrote ae_000.pth
20240914-02:47:56 wrote ae_001.pth
20240914-02:47:56 wrote ae_002.pth
20240914-02:47:57 wrote ae_003.pth
20240914-02:47:58 wrote ae_004.pth
20240914-02:47:59 wrote ae_005.pth
20240914-02:47:59 wrote ae_006.pth
20240914-02:48:00 wrote ae_007.pth
20240914-02:48:01 wrote ae_008.pth
20240914-02:48:01 wrote ae_009.pth
20240914-02:48:01 epoch_duration 2min49s next_finish 02:50:51
20240914-02:48:01 wrote state.pth
20240914-02:48:01 --- epoch 1348 ----------------------------------------
20240914-02:48:01 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9583 0.9517
20240914-02:48:01 time_train=7904 time_c_quizzes=10106
20240914-02:48:01 nb_c_quizzes 3161
20240914-02:48:01 training model 9 (accuracy 0.951715350151062)
20240914-02:48:01 training model 8 (accuracy 0.9583333134651184)
20240914-02:50:05 train_loss 1348 model 8 0.01046984631261057
20240914-02:50:05 train_loss 1348 model 9 0.01063217483115659
20240914-02:50:07 test_loss 1348 model 8 0.008371022033126962
20240914-02:50:07 test_loss 1348 model 9 0.007618521875226492
20240914-02:50:40 test_accuracy 1348 model 9 nb_correct 761 / 790 (96.33%)
20240914-02:50:43 test_accuracy 1348 model 8 nb_correct 745 / 797 (93.48%)
20240914-02:50:44 wrote ae_000.pth
20240914-02:50:44 wrote ae_001.pth
20240914-02:50:45 wrote ae_002.pth
20240914-02:50:46 wrote ae_003.pth
20240914-02:50:46 wrote ae_004.pth
20240914-02:50:47 wrote ae_005.pth
20240914-02:50:48 wrote ae_006.pth
20240914-02:50:48 wrote ae_007.pth
20240914-02:50:49 wrote ae_008.pth
20240914-02:50:50 wrote ae_009.pth
20240914-02:50:50 epoch_duration 2min48s next_finish 02:53:38
20240914-02:50:50 wrote state.pth
20240914-02:50:50 --- epoch 1349 ----------------------------------------
20240914-02:50:50 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9630 0.9652 0.9348 0.9633
20240914-02:50:50 time_train=8065 time_c_quizzes=10106
20240914-02:50:50 nb_c_quizzes 3161
20240914-02:50:50 training model 8 (accuracy 0.9347553253173828)
20240914-02:50:50 training model 6 (accuracy 0.9630101919174194)
20240914-02:52:53 train_loss 1349 model 6 0.010431825969449164
20240914-02:52:53 train_loss 1349 model 8 0.009856625339698439
20240914-02:52:55 test_loss 1349 model 6 0.0095493253157656
20240914-02:52:55 test_loss 1349 model 8 0.008759042309162624
20240914-02:53:30 test_accuracy 1349 model 8 nb_correct 751 / 802 (93.64%)
20240914-02:53:30 test_accuracy 1349 model 6 nb_correct 774 / 813 (95.20%)
20240914-02:53:31 wrote ae_000.pth
20240914-02:53:32 wrote ae_001.pth
20240914-02:53:32 wrote ae_002.pth
20240914-02:53:33 wrote ae_003.pth
20240914-02:53:34 wrote ae_004.pth
20240914-02:53:35 wrote ae_005.pth
20240914-02:53:35 wrote ae_006.pth
20240914-02:53:36 wrote ae_007.pth
20240914-02:53:37 wrote ae_008.pth
20240914-02:53:37 wrote ae_009.pth
20240914-02:53:37 epoch_duration 2min47s next_finish 02:56:25
20240914-02:53:37 wrote state.pth
20240914-02:53:37 --- epoch 1350 ----------------------------------------
20240914-02:53:37 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9520 0.9652 0.9364 0.9633
20240914-02:53:37 time_train=8225 time_c_quizzes=10106
20240914-02:53:37 nb_c_quizzes 3161
20240914-02:53:37 training model 8 (accuracy 0.9364089965820312)
20240914-02:53:37 training model 6 (accuracy 0.9520295262336731)
20240914-02:55:41 train_loss 1350 model 6 0.010663110828407298
20240914-02:55:41 train_loss 1350 model 8 0.010596506103391221
20240914-02:55:42 test_loss 1350 model 6 0.004921072367699253
20240914-02:55:42 test_loss 1350 model 8 0.012846705361124578
20240914-02:56:20 test_accuracy 1350 model 6 nb_correct 747 / 801 (93.26%)
20240914-02:56:21 test_accuracy 1350 model 8 nb_correct 772 / 806 (95.78%)
20240914-02:56:22 wrote ae_000.pth
20240914-02:56:23 wrote ae_001.pth
20240914-02:56:24 wrote ae_002.pth
20240914-02:56:24 wrote ae_003.pth
20240914-02:56:25 wrote ae_004.pth
20240914-02:56:26 wrote ae_005.pth
20240914-02:56:26 wrote ae_006.pth
20240914-02:56:27 wrote ae_007.pth
20240914-02:56:28 wrote ae_008.pth
20240914-02:56:28 wrote ae_009.pth
20240914-02:56:28 epoch_duration 2min51s next_finish 02:59:20
20240914-02:56:28 wrote state.pth
20240914-02:56:28 --- epoch 1351 ----------------------------------------
20240914-02:56:28 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9326 0.9652 0.9578 0.9633
20240914-02:56:28 time_train=8388 time_c_quizzes=10106
20240914-02:56:28 nb_c_quizzes 3161
20240914-02:56:28 training model 6 (accuracy 0.932584285736084)
20240914-02:56:28 training model 8 (accuracy 0.9578163623809814)
20240914-02:58:32 train_loss 1351 model 6 0.011529487690476344
20240914-02:58:32 train_loss 1351 model 8 0.010037893036663264
20240914-02:58:33 test_loss 1351 model 6 0.009805822824969824
20240914-02:58:34 test_loss 1351 model 8 0.008783462375247098
20240914-02:59:09 test_accuracy 1351 model 6 nb_correct 768 / 799 (96.12%)
20240914-02:59:09 test_accuracy 1351 model 8 nb_correct 768 / 801 (95.88%)
20240914-02:59:10 wrote ae_000.pth
20240914-02:59:11 wrote ae_001.pth
20240914-02:59:12 wrote ae_002.pth
20240914-02:59:12 wrote ae_003.pth
20240914-02:59:13 wrote ae_004.pth
20240914-02:59:14 wrote ae_005.pth
20240914-02:59:14 wrote ae_006.pth
20240914-02:59:15 wrote ae_007.pth
20240914-02:59:16 wrote ae_008.pth
20240914-02:59:16 wrote ae_009.pth
20240914-02:59:16 epoch_duration 2min48s next_finish 03:02:05
20240914-02:59:16 wrote state.pth
20240914-02:59:16 --- epoch 1352 ----------------------------------------
20240914-02:59:16 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9612 0.9652 0.9588 0.9633
20240914-02:59:16 time_train=8548 time_c_quizzes=10106
20240914-02:59:16 nb_c_quizzes 3161
20240914-02:59:16 training model 8 (accuracy 0.9588015079498291)
20240914-02:59:16 training model 6 (accuracy 0.9612014889717102)
20240914-03:01:20 train_loss 1352 model 6 0.010427468255047643
20240914-03:01:20 train_loss 1352 model 8 0.011025370617478984
20240914-03:01:22 test_loss 1352 model 6 0.007867202714260202
20240914-03:01:22 test_loss 1352 model 8 0.006965467998827535
20240914-03:01:54 test_accuracy 1352 model 6 nb_correct 737 / 771 (95.59%)
20240914-03:01:56 test_accuracy 1352 model 8 nb_correct 764 / 808 (94.55%)
20240914-03:01:56 wrote ae_000.pth
20240914-03:01:57 wrote ae_001.pth
20240914-03:01:58 wrote ae_002.pth
20240914-03:01:59 wrote ae_003.pth
20240914-03:01:59 wrote ae_004.pth
20240914-03:02:00 wrote ae_005.pth
20240914-03:02:01 wrote ae_006.pth
20240914-03:02:01 wrote ae_007.pth
20240914-03:02:02 wrote ae_008.pth
20240914-03:02:03 wrote ae_009.pth
20240914-03:02:03 epoch_duration 2min46s next_finish 03:04:49
20240914-03:02:03 wrote state.pth
20240914-03:02:03 --- epoch 1353 ----------------------------------------
20240914-03:02:03 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9559 0.9652 0.9455 0.9633
20240914-03:02:03 time_train=8707 time_c_quizzes=10106
20240914-03:02:03 nb_c_quizzes 3161
20240914-03:02:03 training model 8 (accuracy 0.9455445408821106)
20240914-03:02:03 training model 6 (accuracy 0.9559014439582825)
20240914-03:04:06 train_loss 1353 model 6 0.010561059665280481
20240914-03:04:06 train_loss 1353 model 8 0.010618594252916409
20240914-03:04:08 test_loss 1353 model 6 0.010895722267635221
20240914-03:04:08 test_loss 1353 model 8 0.007601090790028309
20240914-03:04:42 test_accuracy 1353 model 8 nb_correct 741 / 799 (92.74%)
20240914-03:04:44 test_accuracy 1353 model 6 nb_correct 767 / 803 (95.52%)
20240914-03:04:45 wrote ae_000.pth
20240914-03:04:45 wrote ae_001.pth
20240914-03:04:46 wrote ae_002.pth
20240914-03:04:47 wrote ae_003.pth
20240914-03:04:47 wrote ae_004.pth
20240914-03:04:48 wrote ae_005.pth
20240914-03:04:49 wrote ae_006.pth
20240914-03:04:50 wrote ae_007.pth
20240914-03:04:50 wrote ae_008.pth
20240914-03:04:51 wrote ae_009.pth
20240914-03:04:51 epoch_duration 2min48s next_finish 03:07:39
20240914-03:04:51 wrote state.pth
20240914-03:04:51 --- epoch 1354 ----------------------------------------
20240914-03:04:51 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9552 0.9652 0.9274 0.9633
20240914-03:04:51 time_train=8868 time_c_quizzes=10106
20240914-03:04:51 nb_c_quizzes 3161
20240914-03:04:51 training model 8 (accuracy 0.927409291267395)
20240914-03:04:51 training model 6 (accuracy 0.9551681280136108)
20240914-03:06:54 train_loss 1354 model 8 0.010772168313129441
20240914-03:06:54 train_loss 1354 model 6 0.011585353543396196
20240914-03:06:56 test_loss 1354 model 8 0.008162040525047588
20240914-03:06:56 test_loss 1354 model 6 0.009790918463556864
20240914-03:07:31 test_accuracy 1354 model 8 nb_correct 761 / 827 (92.02%)
20240914-03:07:33 test_accuracy 1354 model 6 nb_correct 723 / 767 (94.26%)
20240914-03:07:33 wrote ae_000.pth
20240914-03:07:34 wrote ae_001.pth
20240914-03:07:35 wrote ae_002.pth
20240914-03:07:35 wrote ae_003.pth
20240914-03:07:36 wrote ae_004.pth
20240914-03:07:37 wrote ae_005.pth
20240914-03:07:38 wrote ae_006.pth
20240914-03:07:38 wrote ae_007.pth
20240914-03:07:39 wrote ae_008.pth
20240914-03:07:40 wrote ae_009.pth
20240914-03:07:40 epoch_duration 2min48s next_finish 03:10:28
20240914-03:07:40 wrote state.pth
20240914-03:07:40 --- epoch 1355 ----------------------------------------
20240914-03:07:40 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9426 0.9652 0.9202 0.9633
20240914-03:07:40 time_train=9029 time_c_quizzes=10106
20240914-03:07:40 nb_c_quizzes 3161
20240914-03:07:40 training model 8 (accuracy 0.9201934933662415)
20240914-03:07:40 training model 6 (accuracy 0.9426336288452148)
20240914-03:09:43 train_loss 1355 model 6 0.010485012533751614
20240914-03:09:43 train_loss 1355 model 8 0.010762621486435819
20240914-03:09:45 test_loss 1355 model 6 0.00608749728466762
20240914-03:09:45 test_loss 1355 model 8 0.006664507552856946
20240914-03:10:18 test_accuracy 1355 model 6 nb_correct 754 / 793 (95.08%)
20240914-03:10:23 test_accuracy 1355 model 8 nb_correct 736 / 774 (95.09%)
20240914-03:10:23 wrote ae_000.pth
20240914-03:10:24 wrote ae_001.pth
20240914-03:10:25 wrote ae_002.pth
20240914-03:10:25 wrote ae_003.pth
20240914-03:10:26 wrote ae_004.pth
20240914-03:10:27 wrote ae_005.pth
20240914-03:10:27 wrote ae_006.pth
20240914-03:10:28 wrote ae_007.pth
20240914-03:10:29 wrote ae_008.pth
20240914-03:10:29 wrote ae_009.pth
20240914-03:10:29 epoch_duration 2min49s next_finish 03:13:19
20240914-03:10:29 wrote state.pth
20240914-03:10:29 --- epoch 1356 ----------------------------------------
20240914-03:10:29 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9508 0.9652 0.9509 0.9633
20240914-03:10:29 time_train=9191 time_c_quizzes=10106
20240914-03:10:29 nb_c_quizzes 3161
20240914-03:10:29 training model 6 (accuracy 0.9508196711540222)
20240914-03:10:30 training model 8 (accuracy 0.950904369354248)
20240914-03:12:33 train_loss 1356 model 8 0.010113096156896062
20240914-03:12:33 train_loss 1356 model 6 0.010863714452763816
20240914-03:12:35 test_loss 1356 model 8 0.006158819924064573
20240914-03:12:35 test_loss 1356 model 6 0.006852649614940276
20240914-03:13:10 test_accuracy 1356 model 6 nb_correct 775 / 807 (96.03%)
20240914-03:13:11 test_accuracy 1356 model 8 nb_correct 791 / 814 (97.17%)
20240914-03:13:12 wrote ae_000.pth
20240914-03:13:13 wrote ae_001.pth
20240914-03:13:14 wrote ae_002.pth
20240914-03:13:14 wrote ae_003.pth
20240914-03:13:15 wrote ae_004.pth
20240914-03:13:16 wrote ae_005.pth
20240914-03:13:17 wrote ae_006.pth
20240914-03:13:17 wrote ae_007.pth
20240914-03:13:18 wrote ae_008.pth
20240914-03:13:19 wrote ae_009.pth
20240914-03:13:19 epoch_duration 2min49s next_finish 03:16:08
20240914-03:13:19 wrote state.pth
20240914-03:13:19 --- epoch 1357 ----------------------------------------
20240914-03:13:19 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9603 0.9652 0.9717 0.9633
20240914-03:13:19 time_train=9352 time_c_quizzes=10106
20240914-03:13:19 nb_c_quizzes 3161
20240914-03:13:19 training model 6 (accuracy 0.9603469371795654)
20240914-03:13:19 training model 9 (accuracy 0.9632911682128906)
20240914-03:15:22 train_loss 1357 model 6 0.010400643908980782
20240914-03:15:23 train_loss 1357 model 9 0.011352586152299409
20240914-03:15:24 test_loss 1357 model 6 0.0065450188194802195
20240914-03:15:24 test_loss 1357 model 9 0.013283564294060923
20240914-03:15:56 test_accuracy 1357 model 6 nb_correct 769 / 816 (94.24%)
20240914-03:16:02 test_accuracy 1357 model 9 nb_correct 770 / 814 (94.59%)
20240914-03:16:03 wrote ae_000.pth
20240914-03:16:03 wrote ae_001.pth
20240914-03:16:04 wrote ae_002.pth
20240914-03:16:05 wrote ae_003.pth
20240914-03:16:05 wrote ae_004.pth
20240914-03:16:06 wrote ae_005.pth
20240914-03:16:07 wrote ae_006.pth
20240914-03:16:08 wrote ae_007.pth
20240914-03:16:08 wrote ae_008.pth
20240914-03:16:09 wrote ae_009.pth
20240914-03:16:09 epoch_duration 2min50s next_finish 03:18:59
20240914-03:16:09 wrote state.pth
20240914-03:16:09 --- epoch 1358 ----------------------------------------
20240914-03:16:09 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9424 0.9652 0.9717 0.9459
20240914-03:16:09 time_train=9515 time_c_quizzes=10106
20240914-03:16:09 nb_c_quizzes 3161
20240914-03:16:09 training model 6 (accuracy 0.9424019455909729)
20240914-03:16:09 training model 9 (accuracy 0.9459459185600281)
20240914-03:18:12 train_loss 1358 model 9 0.011025990796454607
20240914-03:18:12 train_loss 1358 model 6 0.011110935208535466
20240914-03:18:14 test_loss 1358 model 9 0.009112130392486506
20240914-03:18:14 test_loss 1358 model 6 0.009333194539144074
20240914-03:18:47 test_accuracy 1358 model 6 nb_correct 765 / 791 (96.71%)
20240914-03:18:54 test_accuracy 1358 model 9 nb_correct 740 / 784 (94.39%)
20240914-03:18:55 wrote ae_000.pth
20240914-03:18:55 wrote ae_001.pth
20240914-03:18:56 wrote ae_002.pth
20240914-03:18:57 wrote ae_003.pth
20240914-03:18:58 wrote ae_004.pth
20240914-03:18:58 wrote ae_005.pth
20240914-03:18:59 wrote ae_006.pth
20240914-03:19:00 wrote ae_007.pth
20240914-03:19:00 wrote ae_008.pth
20240914-03:19:01 wrote ae_009.pth
20240914-03:19:01 epoch_duration 2min52s next_finish 03:21:53
20240914-03:19:01 wrote state.pth
20240914-03:19:01 --- epoch 1359 ----------------------------------------
20240914-03:19:01 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9671 0.9652 0.9717 0.9439
20240914-03:19:01 time_train=9680 time_c_quizzes=10106
20240914-03:19:01 nb_c_quizzes 3161
20240914-03:19:01 training model 9 (accuracy 0.9438775777816772)
20240914-03:19:01 training model 7 (accuracy 0.96517413854599)
20240914-03:21:04 train_loss 1359 model 7 0.011285301349216752
20240914-03:21:04 train_loss 1359 model 9 0.010816710325918393
20240914-03:21:06 test_loss 1359 model 7 0.011749857118968522
20240914-03:21:06 test_loss 1359 model 9 0.0060606334171041
20240914-03:21:41 test_accuracy 1359 model 7 nb_correct 756 / 794 (95.21%)
20240914-03:21:43 test_accuracy 1359 model 9 nb_correct 738 / 793 (93.06%)
20240914-03:21:44 wrote ae_000.pth
20240914-03:21:44 wrote ae_001.pth
20240914-03:21:45 wrote ae_002.pth
20240914-03:21:46 wrote ae_003.pth
20240914-03:21:46 wrote ae_004.pth
20240914-03:21:47 wrote ae_005.pth
20240914-03:21:48 wrote ae_006.pth
20240914-03:21:49 wrote ae_007.pth
20240914-03:21:49 wrote ae_008.pth
20240914-03:21:50 wrote ae_009.pth
20240914-03:21:50 epoch_duration 2min48s next_finish 03:24:39
20240914-03:21:50 wrote state.pth
20240914-03:21:50 --- epoch 1360 ----------------------------------------
20240914-03:21:50 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9671 0.9521 0.9717 0.9306
20240914-03:21:50 time_train=9841 time_c_quizzes=10106
20240914-03:21:50 nb_c_quizzes 3161
20240914-03:21:50 training model 9 (accuracy 0.9306431412696838)
20240914-03:21:50 training model 7 (accuracy 0.9521410465240479)
20240914-03:23:53 train_loss 1360 model 9 0.010753129493091365
20240914-03:23:54 train_loss 1360 model 7 0.011931223059065814
20240914-03:23:55 test_loss 1360 model 9 0.00667102693263999
20240914-03:23:55 test_loss 1360 model 7 0.009919032436832254
20240914-03:24:31 test_accuracy 1360 model 7 nb_correct 797 / 831 (95.91%)
20240914-03:24:33 test_accuracy 1360 model 9 nb_correct 731 / 773 (94.57%)
20240914-03:24:34 wrote ae_000.pth
20240914-03:24:35 wrote ae_001.pth
20240914-03:24:35 wrote ae_002.pth
20240914-03:24:36 wrote ae_003.pth
20240914-03:24:37 wrote ae_004.pth
20240914-03:24:37 wrote ae_005.pth
20240914-03:24:38 wrote ae_006.pth
20240914-03:24:39 wrote ae_007.pth
20240914-03:24:39 wrote ae_008.pth
20240914-03:24:40 wrote ae_009.pth
20240914-03:24:40 epoch_duration 2min50s next_finish 03:27:30
20240914-03:24:40 wrote state.pth
20240914-03:24:40 --- epoch 1361 ----------------------------------------
20240914-03:24:40 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9671 0.9591 0.9717 0.9457
20240914-03:24:40 time_train=10004 time_c_quizzes=10106
20240914-03:24:40 nb_c_quizzes 3161
20240914-03:24:40 training model 9 (accuracy 0.9456662535667419)
20240914-03:24:40 training model 7 (accuracy 0.9590854644775391)
20240914-03:26:44 train_loss 1361 model 9 0.011218442785926527
20240914-03:26:44 train_loss 1361 model 7 0.011673403147090084
20240914-03:26:46 test_loss 1361 model 9 0.008074835581774308
20240914-03:26:46 test_loss 1361 model 7 0.004767038168347426
20240914-03:27:20 test_accuracy 1361 model 7 nb_correct 777 / 814 (95.45%)
20240914-03:27:22 test_accuracy 1361 model 9 nb_correct 765 / 816 (93.75%)
20240914-03:27:23 wrote ae_000.pth
20240914-03:27:24 wrote ae_001.pth
20240914-03:27:24 wrote ae_002.pth
20240914-03:27:25 wrote ae_003.pth
20240914-03:27:26 wrote ae_004.pth
20240914-03:27:26 wrote ae_005.pth
20240914-03:27:27 wrote ae_006.pth
20240914-03:27:28 wrote ae_007.pth
20240914-03:27:28 wrote ae_008.pth
20240914-03:27:29 wrote ae_009.pth
20240914-03:27:29 epoch_duration 2min48s next_finish 03:30:18
20240914-03:27:29 wrote state.pth
20240914-03:27:29 --- epoch 1362 ----------------------------------------
20240914-03:27:29 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9671 0.9545 0.9717 0.9375
20240914-03:27:29 time_train=10165 time_c_quizzes=10106
20240914-03:27:29 nb_c_quizzes 3161
20240914-03:27:29 training model 9 (accuracy 0.9375)
20240914-03:27:29 training model 7 (accuracy 0.9545454382896423)
20240914-03:29:33 train_loss 1362 model 7 0.011254861020730459
20240914-03:29:33 train_loss 1362 model 9 0.010879850233521211
20240914-03:29:35 test_loss 1362 model 7 0.0065333152859977876
20240914-03:29:35 test_loss 1362 model 9 0.009935495065874989
20240914-03:30:10 test_accuracy 1362 model 7 nb_correct 782 / 800 (97.75%)
20240914-03:30:11 test_accuracy 1362 model 9 nb_correct 740 / 799 (92.62%)
20240914-03:30:12 wrote ae_000.pth
20240914-03:30:12 wrote ae_001.pth
20240914-03:30:13 wrote ae_002.pth
20240914-03:30:14 wrote ae_003.pth
20240914-03:30:14 wrote ae_004.pth
20240914-03:30:15 wrote ae_005.pth
20240914-03:30:16 wrote ae_006.pth
20240914-03:30:16 wrote ae_007.pth
20240914-03:30:17 wrote ae_008.pth
20240914-03:30:18 wrote ae_009.pth
20240914-03:30:18 epoch_duration 2min48s next_finish 03:33:07
20240914-03:30:18 wrote state.pth
20240914-03:30:18 --- epoch 1363 ----------------------------------------
20240914-03:30:18 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9669 0.9671 0.9775 0.9717 0.9262
20240914-03:30:18 time_train=10326 time_c_quizzes=10106
20240914-03:30:18 nb_c_quizzes 3161
20240914-03:30:18 training model 9 (accuracy 0.9261577129364014)
20240914-03:30:18 training model 5 (accuracy 0.9668790102005005)
20240914-03:32:21 train_loss 1363 model 9 0.010871698495239798
20240914-03:32:21 train_loss 1363 model 5 0.010645270955118576
20240914-03:32:23 test_loss 1363 model 9 0.007287781128940196
20240914-03:32:23 test_loss 1363 model 5 0.0061193319527546915
20240914-03:32:56 test_accuracy 1363 model 5 nb_correct 745 / 787 (94.66%)
20240914-03:32:57 test_accuracy 1363 model 9 nb_correct 753 / 789 (95.44%)
20240914-03:32:58 wrote ae_000.pth
20240914-03:32:59 wrote ae_001.pth
20240914-03:33:00 wrote ae_002.pth
20240914-03:33:00 wrote ae_003.pth
20240914-03:33:01 wrote ae_004.pth
20240914-03:33:02 wrote ae_005.pth
20240914-03:33:02 wrote ae_006.pth
20240914-03:33:03 wrote ae_007.pth
20240914-03:33:04 wrote ae_008.pth
20240914-03:33:05 wrote ae_009.pth
20240914-03:33:05 epoch_duration 2min46s next_finish 03:35:51
20240914-03:33:05 wrote state.pth
20240914-03:33:05 --- epoch 1364 ----------------------------------------
20240914-03:33:05 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9466 0.9671 0.9775 0.9717 0.9544
20240914-03:33:05 time_train=10485 time_c_quizzes=10106
20240914-03:33:05 nb_c_quizzes 3161
20240914-03:33:05 training model 5 (accuracy 0.9466328024864197)
20240914-03:33:05 training model 9 (accuracy 0.9543726444244385)
20240914-03:35:08 train_loss 1364 model 5 0.011007029094151221
20240914-03:35:08 train_loss 1364 model 9 0.010681762506603264
20240914-03:35:09 test_loss 1364 model 5 0.006518901974565949
20240914-03:35:10 test_loss 1364 model 9 0.006780656537023333
20240914-03:35:43 test_accuracy 1364 model 5 nb_correct 760 / 792 (95.96%)
20240914-03:35:48 test_accuracy 1364 model 9 nb_correct 765 / 799 (95.74%)
20240914-03:35:49 wrote ae_000.pth
20240914-03:35:50 wrote ae_001.pth
20240914-03:35:50 wrote ae_002.pth
20240914-03:35:51 wrote ae_003.pth
20240914-03:35:52 wrote ae_004.pth
20240914-03:35:52 wrote ae_005.pth
20240914-03:35:53 wrote ae_006.pth
20240914-03:35:54 wrote ae_007.pth
20240914-03:35:54 wrote ae_008.pth
20240914-03:35:55 wrote ae_009.pth
20240914-03:35:55 epoch_duration 2min50s next_finish 03:38:46
20240914-03:35:55 wrote state.pth
20240914-03:35:55 --- epoch 1365 ----------------------------------------
20240914-03:35:55 current_test_accuracies 0.9751 0.9712 0.9770 0.9699 0.9754 0.9596 0.9671 0.9775 0.9717 0.9574
20240914-03:35:55 time_train=10648 time_c_quizzes=10106
20240914-03:35:55 dummy tensor([0.8946])
20240914-03:35:55 dummy tensor([0.1185])
20240914-03:36:07 nb_generated 2 model 4 (finishes Sat 07:34 -- 314/h)
20240914-03:36:09 nb_generated 1 model 6 (finishes ??? -- 0/h)
20240914-03:36:21 nb_generated 2 model 3 (finishes Sat 12:42 -- 137/h)
20240914-03:36:25 nb_generated 4 model 1 (finishes Sat 08:46 -- 241/h)
20240914-03:36:35 nb_generated 3 model 4 (finishes Sat 17:24 -- 90/h)
20240914-03:36:39 nb_generated 7 model 8 (finishes Sat 07:24 -- 327/h)
20240914-03:36:51 nb_generated 4 model 9 (finishes Sat 13:13 -- 129/h)
20240914-03:36:57 nb_generated 8 model 8 (finishes Sat 07:54 -- 290/h)
20240914-03:37:00 nb_generated 8 model 9 (finishes Sat 08:06 -- 276/h)
20240914-03:37:10 nb_generated 9 model 3 (finishes Sat 07:57 -- 286/h)
20240914-03:37:12 nb_generated 8 model 4 (finishes Sat 08:54 -- 235/h)
20240914-03:37:23 nb_generated 10 model 3 (finishes Sat 08:42 -- 244/h)
20240914-03:37:27 nb_generated 10 model 1 (finishes Sat 08:09 -- 273/h)
20240914-03:37:33 nb_generated 11 model 6 (finishes Sat 08:26 -- 257/h)
20240914-03:37:36 nb_generated 10 model 7 (finishes Sat 08:36 -- 249/h)
20240914-03:37:42 nb_generated 14 model 9 (finishes Sat 07:19 -- 335/h)
20240914-03:37:52 nb_generated 10 model 8 (finishes Sat 09:23 -- 215/h)
20240914-03:37:54 nb_generated 15 model 7 (finishes Sat 07:20 -- 333/h)
20240914-03:38:04 nb_generated 19 model 0 (finishes Sat 06:47 -- 391/h)
20240914-03:38:05 nb_generated 11 model 7 (finishes Sat 09:12 -- 222/h)
20240914-03:38:12 nb_generated 23 model 5 (finishes Sat 06:14 -- 473/h)
20240914-03:38:21 nb_generated 28 model 2 (finishes Sat 06:07 -- 493/h)
20240914-03:38:25 nb_generated 12 model 4 (finishes Sat 10:06 -- 192/h)
20240914-03:38:32 nb_generated 30 model 6 (finishes Sat 06:04 -- 506/h)
20240914-03:38:37 nb_generated 15 model 6 (finishes Sat 08:42 -- 244/h)
20240914-03:38:52 nb_generated 17 model 3 (finishes Sat 08:19 -- 264/h)
20240914-03:38:52 nb_generated 32 model 8 (finishes Sat 06:16 -- 467/h)
20240914-03:39:02 nb_generated 36 model 9 (finishes Sat 06:11 -- 483/h)
20240914-03:39:07 nb_generated 18 model 7 (finishes Sat 08:43 -- 243/h)
20240914-03:39:13 nb_generated 39 model 3 (finishes Sat 06:08 -- 492/h)
20240914-03:39:20 nb_generated 21 model 8 (finishes Sat 08:02 -- 281/h)
20240914-03:39:23 nb_generated 41 model 3 (finishes Sat 06:05 -- 501/h)
20240914-03:39:29 nb_generated 24 model 0 (finishes Sat 07:30 -- 319/h)
20240914-03:39:33 nb_generated 44 model 6 (finishes Sat 06:02 -- 511/h)
20240914-03:39:40 nb_generated 51 model 0 (finishes Sat 05:42 -- 593/h)
20240914-03:39:49 nb_generated 53 model 9 (finishes Sat 05:43 -- 586/h)
20240914-03:39:49 nb_generated 26 model 1 (finishes Sat 07:39 -- 307/h)
20240914-03:40:03 nb_generated 27 model 8 (finishes Sat 07:41 -- 305/h)
20240914-03:40:07 nb_generated 54 model 1 (finishes Sat 05:50 -- 558/h)
20240914-03:40:13 nb_generated 27 model 7 (finishes Sat 07:52 -- 292/h)
20240914-03:40:14 nb_generated 57 model 5 (finishes Sat 05:47 -- 570/h)
20240914-03:40:24 nb_generated 57 model 5 (finishes Sat 05:52 -- 549/h)
20240914-03:40:24 nb_generated 27 model 8 (finishes Sat 08:02 -- 281/h)
20240914-03:40:32 nb_generated 60 model 0 (finishes Sat 05:47 -- 571/h)
20240914-03:40:39 nb_generated 29 model 8 (finishes Sat 08:17 -- 266/h)
20240914-03:40:43 nb_generated 60 model 5 (finishes Sat 05:52 -- 551/h)
20240914-03:40:46 nb_generated 33 model 0 (finishes Sat 07:48 -- 296/h)
20240914-03:40:57 nb_generated 33 model 7 (finishes Sat 07:57 -- 286/h)
20240914-03:40:57 nb_generated 61 model 8 (finishes Sat 05:55 -- 536/h)
20240914-03:41:04 nb_generated 35 model 3 (finishes Sat 07:43 -- 303/h)
20240914-03:41:15 nb_generated 37 model 4 (finishes Sat 07:33 -- 315/h)
20240914-03:41:15 nb_generated 62 model 8 (finishes Sat 06:00 -- 517/h)
20240914-03:41:23 nb_generated 66 model 0 (finishes Sat 05:55 -- 537/h)
20240914-03:41:26 nb_generated 40 model 5 (finishes Sat 07:25 -- 326/h)
20240914-03:41:35 nb_generated 67 model 3 (finishes Sat 06:00 -- 519/h)
20240914-03:41:41 nb_generated 42 model 6 (finishes Sat 07:20 -- 333/h)
20240914-03:41:46 nb_generated 68 model 5 (finishes Sat 06:02 -- 512/h)
20240914-03:41:50 nb_generated 43 model 9 (finishes Sat 07:19 -- 335/h)
20240914-03:41:56 nb_generated 69 model 6 (finishes Sat 06:06 -- 498/h)
20240914-03:42:02 nb_generated 44 model 3 (finishes Sat 07:20 -- 333/h)
20240914-03:42:11 nb_generated 69 model 2 (finishes Sat 06:12 -- 479/h)
20240914-03:42:18 nb_generated 73 model 0 (finishes Sat 06:03 -- 508/h)
20240914-03:42:21 nb_generated 44 model 8 (finishes Sat 07:32 -- 317/h)
20240914-03:42:29 nb_generated 44 model 7 (finishes Sat 07:37 -- 310/h)
20240914-03:42:32 nb_generated 74 model 3 (finishes Sat 06:06 -- 499/h)
20240914-03:42:40 nb_generated 76 model 7 (finishes Sat 06:03 -- 507/h)
20240914-03:42:41 nb_generated 46 model 3 (finishes Sat 07:30 -- 319/h)
20240914-03:42:48 nb_generated 80 model 4 (finishes Sat 05:59 -- 523/h)
20240914-03:42:49 nb_generated 48 model 0 (finishes Sat 07:29 -- 321/h)
20240914-03:42:54 nb_generated 80 model 7 (finishes Sat 06:01 -- 515/h)
20240914-03:43:01 nb_generated 48 model 7 (finishes Sat 07:35 -- 313/h)
20240914-03:43:01 nb_generated 83 model 0 (finishes Sat 06:01 -- 515/h)
20240914-03:43:14 nb_generated 83 model 3 (finishes Sat 06:05 -- 500/h)
20240914-03:43:18 nb_generated 49 model 1 (finishes Sat 07:38 -- 309/h)
20240914-03:43:25 nb_generated 50 model 7 (finishes Sat 07:36 -- 312/h)
20240914-03:43:30 nb_generated 85 model 3 (finishes Sat 06:06 -- 498/h)
20240914-03:43:30 nb_generated 51 model 7 (finishes Sat 07:32 -- 316/h)
20240914-03:43:41 nb_generated 86 model 9 (finishes Sat 06:09 -- 487/h)
20240914-03:43:44 nb_generated 53 model 0 (finishes Sat 07:28 -- 322/h)
20240914-03:43:52 nb_generated 87 model 9 (finishes Sat 06:13 -- 475/h)
20240914-03:44:03 nb_generated 55 model 2 (finishes Sat 07:32 -- 317/h)
20240914-03:44:11 nb_generated 89 model 8 (finishes Sat 06:14 -- 471/h)
20240914-03:44:14 nb_generated 57 model 5 (finishes Sat 07:26 -- 324/h)
20240914-03:44:18 nb_generated 94 model 0 (finishes Sat 06:05 -- 500/h)
20240914-03:44:27 nb_generated 59 model 3 (finishes Sat 07:22 -- 330/h)
20240914-03:44:35 nb_generated 97 model 8 (finishes Sat 06:06 -- 498/h)
20240914-03:44:41 nb_generated 59 model 1 (finishes Sat 07:28 -- 322/h)
20240914-03:44:47 nb_generated 61 model 6 (finishes Sat 07:26 -- 324/h)
20240914-03:44:49 nb_generated 99 model 0 (finishes Sat 06:10 -- 485/h)
20240914-03:44:58 nb_generated 62 model 2 (finishes Sat 07:26 -- 324/h)
20240914-03:45:05 nb_generated 100 model 6 (finishes Sat 06:12 -- 477/h)
20240914-03:45:13 nb_generated 62 model 8 (finishes Sat 07:33 -- 316/h)
20240914-03:45:20 nb_generated 62 model 7 (finishes Sat 07:35 -- 312/h)
20240914-03:45:27 nb_generated 101 model 8 (finishes Sat 06:16 -- 466/h)
20240914-03:45:28 nb_generated 65 model 7 (finishes Sat 07:25 -- 326/h)
20240914-03:45:34 nb_generated 105 model 0 (finishes Sat 06:12 -- 478/h)
20240914-03:45:40 nb_generated 68 model 3 (finishes Sat 07:21 -- 332/h)
20240914-03:45:50 nb_generated 70 model 9 (finishes Sat 07:21 -- 332/h)
20240914-03:45:55 nb_generated 108 model 2 (finishes Sat 06:14 -- 474/h)
20240914-03:46:02 nb_generated 109 model 7 (finishes Sat 06:15 -- 468/h)
20240914-03:46:06 nb_generated 71 model 4 (finishes Sat 07:23 -- 330/h)
20240914-03:46:18 nb_generated 72 model 1 (finishes Sat 07:27 -- 323/h)
20240914-03:46:25 nb_generated 110 model 1 (finishes Sat 06:20 -- 457/h)
20240914-03:46:28 nb_generated 75 model 0 (finishes Sat 07:19 -- 335/h)
20240914-03:46:32 nb_generated 112 model 7 (finishes Sat 06:17 -- 463/h)
20240914-03:46:43 nb_generated 79 model 1 (finishes Sat 07:13 -- 344/h)
20240914-03:46:51 nb_generated 112 model 8 (finishes Sat 06:22 -- 450/h)
20240914-03:46:57 nb_generated 80 model 1 (finishes Sat 07:14 -- 342/h)
20240914-03:47:04 nb_generated 113 model 2 (finishes Sat 06:23 -- 446/h)
20240914-03:47:10 nb_generated 83 model 2 (finishes Sat 07:08 -- 352/h)
20240914-03:47:13 nb_generated 116 model 5 (finishes Sat 06:20 -- 456/h)
20240914-03:47:24 nb_generated 119 model 0 (finishes Sat 06:19 -- 459/h)
20240914-03:47:30 nb_generated 84 model 1 (finishes Sat 07:15 -- 341/h)
20240914-03:47:43 nb_generated 119 model 2 (finishes Sat 06:23 -- 447/h)
20240914-03:47:46 nb_generated 84 model 4 (finishes Sat 07:20 -- 334/h)
20240914-03:47:54 nb_generated 123 model 6 (finishes Sat 06:18 -- 460/h)
20240914-03:47:57 nb_generated 87 model 6 (finishes Sat 07:16 -- 339/h)
20240914-03:48:06 nb_generated 123 model 8 (finishes Sat 06:21 -- 452/h)
20240914-03:48:07 nb_generated 90 model 9 (finishes Sat 07:10 -- 349/h)
20240914-03:48:19 nb_generated 90 model 7 (finishes Sat 07:14 -- 343/h)
20240914-03:48:20 nb_generated 123 model 4 (finishes Sat 06:24 -- 444/h)
20240914-03:48:27 nb_generated 99 model 0 (finishes Sat 07:04 -- 359/h)
20240914-03:48:31 nb_generated 125 model 2 (finishes Sat 06:23 -- 447/h)
20240914-03:48:36 nb_generated 101 model 7 (finishes Sat 07:07 -- 354/h)
20240914-03:48:41 nb_generated 127 model 0 (finishes Sat 06:25 -- 441/h)
20240914-03:48:42 nb_generated 103 model 7 (finishes Sat 07:03 -- 361/h)
20240914-03:48:52 nb_generated 130 model 6 (finishes Sat 06:22 -- 449/h)
20240914-03:48:52 nb_generated 106 model 4 (finishes Sat 06:58 -- 370/h)
20240914-03:49:00 nb_generated 110 model 4 (finishes Sat 06:50 -- 385/h)
20240914-03:49:06 nb_generated 131 model 8 (finishes Sat 06:25 -- 441/h)
20240914-03:49:11 nb_generated 112 model 0 (finishes Sat 06:48 -- 388/h)
20240914-03:49:20 nb_generated 113 model 0 (finishes Sat 06:48 -- 389/h)
20240914-03:49:22 nb_generated 133 model 2 (finishes Sat 06:25 -- 441/h)
20240914-03:49:32 nb_generated 115 model 9 (finishes Sat 06:49 -- 387/h)
20240914-03:49:33 nb_generated 135 model 0 (finishes Sat 06:26 -- 440/h)
20240914-03:49:45 nb_generated 138 model 4 (finishes Sat 06:25 -- 442/h)
20240914-03:49:47 nb_generated 119 model 3 (finishes Sat 06:46 -- 393/h)
20240914-03:49:56 nb_generated 121 model 7 (finishes Sat 06:46 -- 393/h)
20240914-03:50:06 nb_generated 139 model 1 (finishes Sat 06:27 -- 435/h)
20240914-03:50:13 nb_generated 122 model 2 (finishes Sat 06:48 -- 390/h)
20240914-03:50:18 nb_generated 141 model 8 (finishes Sat 06:27 -- 438/h)
20240914-03:50:20 nb_generated 123 model 7 (finishes Sat 06:47 -- 391/h)
20240914-03:50:28 nb_generated 142 model 3 (finishes Sat 06:27 -- 437/h)
20240914-03:50:32 nb_generated 124 model 8 (finishes Sat 06:48 -- 389/h)
20240914-03:50:38 nb_generated 145 model 5 (finishes Sat 06:24 -- 444/h)
20240914-03:50:44 nb_generated 125 model 6 (finishes Sat 06:48 -- 388/h)
20240914-03:50:51 nb_generated 147 model 8 (finishes Sat 06:24 -- 446/h)
20240914-03:50:54 nb_generated 127 model 9 (finishes Sat 06:48 -- 388/h)
20240914-03:50:58 nb_generated 148 model 0 (finishes Sat 06:23 -- 446/h)
20240914-03:51:03 nb_generated 129 model 3 (finishes Sat 06:46 -- 392/h)
20240914-03:51:05 nb_generated 150 model 0 (finishes Sat 06:22 -- 450/h)
20240914-03:51:15 nb_generated 132 model 2 (finishes Sat 06:43 -- 399/h)
20240914-03:51:23 nb_generated 153 model 1 (finishes Sat 06:21 -- 454/h)
20240914-03:51:28 nb_generated 133 model 9 (finishes Sat 06:44 -- 397/h)
20240914-03:51:29 nb_generated 157 model 7 (finishes Sat 06:16 -- 466/h)
20240914-03:51:38 nb_generated 160 model 5 (finishes Sat 06:15 -- 469/h)
20240914-03:51:40 nb_generated 135 model 2 (finishes Sat 06:45 -- 396/h)
20240914-03:51:49 nb_generated 162 model 0 (finishes Sat 06:14 -- 471/h)
20240914-03:51:52 nb_generated 136 model 7 (finishes Sat 06:45 -- 394/h)
20240914-03:52:06 nb_generated 138 model 8 (finishes Sat 06:44 -- 396/h)
20240914-03:52:08 nb_generated 163 model 1 (finishes Sat 06:16 -- 466/h)
20240914-03:52:18 nb_generated 141 model 4 (finishes Sat 06:42 -- 402/h)
20240914-03:52:23 nb_generated 163 model 4 (finishes Sat 06:19 -- 459/h)
20240914-03:52:27 nb_generated 144 model 9 (finishes Sat 06:38 -- 410/h)
20240914-03:52:34 nb_generated 164 model 9 (finishes Sat 06:19 -- 457/h)
20240914-03:52:42 nb_generated 146 model 4 (finishes Sat 06:39 -- 407/h)
20240914-03:52:48 nb_generated 164 model 1 (finishes Sat 06:22 -- 451/h)
20240914-03:52:58 nb_generated 148 model 2 (finishes Sat 06:41 -- 404/h)
20240914-03:53:01 nb_generated 167 model 0 (finishes Sat 06:20 -- 456/h)
20240914-03:53:11 nb_generated 167 model 5 (finishes Sat 06:21 -- 451/h)
20240914-03:53:12 nb_generated 150 model 4 (finishes Sat 06:40 -- 406/h)
20240914-03:53:22 nb_generated 169 model 5 (finishes Sat 06:22 -- 450/h)
20240914-03:53:27 nb_generated 151 model 4 (finishes Sat 06:41 -- 404/h)
20240914-03:53:41 nb_generated 154 model 6 (finishes Sat 06:40 -- 405/h)
20240914-03:53:44 nb_generated 170 model 8 (finishes Sat 06:24 -- 444/h)
20240914-03:53:51 nb_generated 172 model 5 (finishes Sat 06:24 -- 445/h)
20240914-03:53:51 nb_generated 157 model 7 (finishes Sat 06:38 -- 411/h)
20240914-03:54:06 nb_generated 174 model 8 (finishes Sat 06:26 -- 438/h)
20240914-03:54:09 nb_generated 159 model 1 (finishes Sat 06:41 -- 404/h)
20240914-03:54:20 nb_generated 177 model 2 (finishes Sat 06:26 -- 440/h)
20240914-03:54:25 nb_generated 160 model 8 (finishes Sat 06:42 -- 402/h)
20240914-03:54:32 nb_generated 177 model 8 (finishes Sat 06:28 -- 435/h)
20240914-03:54:41 nb_generated 161 model 1 (finishes Sat 06:43 -- 399/h)
20240914-03:54:50 nb_generated 179 model 3 (finishes Sat 06:28 -- 434/h)
20240914-03:55:00 nb_generated 161 model 1 (finishes Sat 06:46 -- 393/h)
20240914-03:55:02 nb_generated 180 model 9 (finishes Sat 06:30 -- 430/h)
20240914-03:55:13 nb_generated 162 model 8 (finishes Sat 06:47 -- 391/h)
20240914-03:55:17 nb_generated 181 model 4 (finishes Sat 06:31 -- 427/h)
20240914-03:55:25 nb_generated 169 model 5 (finishes Sat 06:40 -- 406/h)
20240914-03:55:27 nb_generated 186 model 0 (finishes Sat 06:27 -- 436/h)
20240914-03:55:37 nb_generated 170 model 9 (finishes Sat 06:41 -- 405/h)
20240914-03:55:41 nb_generated 188 model 3 (finishes Sat 06:27 -- 437/h)
20240914-03:55:53 nb_generated 190 model 2 (finishes Sat 06:26 -- 438/h)
20240914-03:55:59 nb_generated 170 model 6 (finishes Sat 06:44 -- 397/h)
20240914-03:56:05 nb_generated 193 model 3 (finishes Sat 06:25 -- 443/h)
20240914-03:56:17 nb_generated 195 model 4 (finishes Sat 06:25 -- 441/h)
20240914-03:56:19 nb_generated 172 model 1 (finishes Sat 06:44 -- 397/h)
20240914-03:56:26 nb_generated 196 model 0 (finishes Sat 06:25 -- 441/h)
20240914-03:56:26 nb_generated 174 model 7 (finishes Sat 06:45 -- 394/h)
20240914-03:56:37 nb_generated 177 model 2 (finishes Sat 06:44 -- 397/h)
20240914-03:56:40 nb_generated 198 model 6 (finishes Sat 06:25 -- 442/h)
20240914-03:56:48 nb_generated 178 model 8 (finishes Sat 06:45 -- 396/h)
20240914-03:56:51 nb_generated 199 model 3 (finishes Sat 06:25 -- 441/h)
20240914-03:56:59 nb_generated 200 model 6 (finishes Sat 06:25 -- 441/h)
20240914-03:57:07 nb_generated 180 model 8 (finishes Sat 06:46 -- 393/h)
20240914-03:57:21 nb_generated 181 model 4 (finishes Sat 06:47 -- 392/h)
20240914-03:57:27 nb_generated 201 model 2 (finishes Sat 06:28 -- 434/h)
20240914-03:57:29 nb_generated 182 model 4 (finishes Sat 06:47 -- 392/h)
20240914-03:57:35 nb_generated 203 model 9 (finishes Sat 06:27 -- 437/h)
20240914-03:57:45 nb_generated 186 model 1 (finishes Sat 06:45 -- 395/h)
20240914-03:57:45 nb_generated 204 model 2 (finishes Sat 06:27 -- 436/h)
20240914-03:57:53 nb_generated 186 model 9 (finishes Sat 06:46 -- 393/h)
20240914-03:57:56 nb_generated 206 model 4 (finishes Sat 06:27 -- 435/h)
20240914-03:58:03 nb_generated 206 model 6 (finishes Sat 06:28 -- 433/h)
20240914-03:58:04 nb_generated 189 model 3 (finishes Sat 06:45 -- 395/h)
20240914-03:58:13 nb_generated 208 model 5 (finishes Sat 06:29 -- 433/h)
20240914-03:58:20 nb_generated 190 model 8 (finishes Sat 06:46 -- 393/h)
20240914-03:58:24 nb_generated 213 model 9 (finishes Sat 06:25 -- 443/h)
20240914-03:58:31 nb_generated 191 model 7 (finishes Sat 06:46 -- 393/h)
20240914-03:58:32 nb_generated 215 model 6 (finishes Sat 06:25 -- 442/h)
20240914-03:58:43 nb_generated 216 model 5 (finishes Sat 06:25 -- 442/h)
20240914-03:58:44 nb_generated 191 model 7 (finishes Sat 06:48 -- 389/h)
20240914-03:58:53 nb_generated 217 model 3 (finishes Sat 06:25 -- 441/h)
20240914-03:58:55 nb_generated 191 model 7 (finishes Sat 06:50 -- 386/h)
20240914-03:59:07 nb_generated 220 model 3 (finishes Sat 06:24 -- 444/h)
20240914-03:59:07 nb_generated 191 model 2 (finishes Sat 06:51 -- 382/h)
20240914-03:59:15 nb_generated 193 model 0 (finishes Sat 06:51 -- 383/h)
20240914-03:59:16 nb_generated 221 model 9 (finishes Sat 06:24 -- 444/h)
20240914-03:59:24 nb_generated 194 model 5 (finishes Sat 06:52 -- 380/h)
20240914-03:59:28 nb_generated 223 model 8 (finishes Sat 06:24 -- 445/h)
20240914-03:59:34 nb_generated 195 model 5 (finishes Sat 06:52 -- 380/h)
20240914-03:59:42 nb_generated 227 model 2 (finishes Sat 06:22 -- 451/h)
20240914-03:59:46 nb_generated 195 model 8 (finishes Sat 06:54 -- 377/h)
20240914-04:00:01 nb_generated 195 model 4 (finishes Sat 06:56 -- 373/h)
20240914-04:00:02 nb_generated 230 model 4 (finishes Sat 06:21 -- 452/h)
20240914-04:00:10 nb_generated 234 model 3 (finishes Sat 06:20 -- 455/h)
20240914-04:00:18 nb_generated 196 model 3 (finishes Sat 06:57 -- 371/h)
20240914-04:00:21 nb_generated 235 model 7 (finishes Sat 06:20 -- 454/h)
20240914-04:00:28 nb_generated 236 model 5 (finishes Sat 06:20 -- 454/h)
20240914-04:00:31 nb_generated 196 model 6 (finishes Sat 06:59 -- 368/h)
20240914-04:00:39 nb_generated 237 model 9 (finishes Sat 06:21 -- 453/h)
20240914-04:00:44 nb_generated 197 model 3 (finishes Sat 07:01 -- 365/h)
20240914-04:00:52 nb_generated 201 model 6 (finishes Sat 06:58 -- 370/h)
20240914-04:00:58 nb_generated 239 model 6 (finishes Sat 06:21 -- 452/h)
20240914-04:01:08 nb_generated 242 model 4 (finishes Sat 06:20 -- 457/h)
20240914-04:01:10 nb_generated 203 model 3 (finishes Sat 06:58 -- 370/h)
20240914-04:01:15 nb_generated 243 model 7 (finishes Sat 06:19 -- 457/h)
20240914-04:01:24 nb_generated 246 model 4 (finishes Sat 06:18 -- 461/h)
20240914-04:01:24 nb_generated 205 model 4 (finishes Sat 06:57 -- 372/h)
20240914-04:01:31 nb_generated 247 model 0 (finishes Sat 06:18 -- 461/h)
20240914-04:01:37 nb_generated 208 model 7 (finishes Sat 06:55 -- 375/h)
20240914-04:01:45 nb_generated 251 model 4 (finishes Sat 06:17 -- 464/h)
20240914-04:01:57 nb_generated 252 model 8 (finishes Sat 06:17 -- 463/h)
20240914-04:01:58 nb_generated 208 model 1 (finishes Sat 06:58 -- 370/h)
20240914-04:02:06 nb_generated 209 model 9 (finishes Sat 06:59 -- 368/h)
20240914-04:02:07 nb_generated 253 model 6 (finishes Sat 06:18 -- 460/h)
20240914-04:02:15 nb_generated 211 model 9 (finishes Sat 06:59 -- 369/h)
20240914-04:02:20 nb_generated 254 model 6 (finishes Sat 06:19 -- 458/h)
20240914-04:02:25 nb_generated 212 model 9 (finishes Sat 07:00 -- 366/h)
20240914-04:02:33 nb_generated 215 model 0 (finishes Sat 06:57 -- 371/h)
20240914-04:02:33 nb_generated 256 model 3 (finishes Sat 06:19 -- 459/h)
20240914-04:02:42 nb_generated 217 model 4 (finishes Sat 06:56 -- 374/h)
20240914-04:02:48 nb_generated 257 model 1 (finishes Sat 06:19 -- 457/h)
20240914-04:02:52 nb_generated 218 model 9 (finishes Sat 06:56 -- 374/h)
20240914-04:03:04 nb_generated 220 model 3 (finishes Sat 06:56 -- 373/h)
20240914-04:03:07 nb_generated 261 model 2 (finishes Sat 06:18 -- 461/h)
20240914-04:03:15 nb_generated 220 model 9 (finishes Sat 06:58 -- 371/h)
20240914-04:03:18 nb_generated 262 model 9 (finishes Sat 06:19 -- 458/h)
20240914-04:03:25 nb_generated 264 model 6 (finishes Sat 06:19 -- 458/h)
20240914-04:03:33 nb_generated 223 model 1 (finishes Sat 06:56 -- 373/h)
20240914-04:03:42 nb_generated 223 model 6 (finishes Sat 06:57 -- 371/h)
20240914-04:03:46 nb_generated 265 model 1 (finishes Sat 06:20 -- 454/h)
20240914-04:03:50 nb_generated 227 model 0 (finishes Sat 06:56 -- 373/h)
20240914-04:03:54 nb_generated 266 model 7 (finishes Sat 06:21 -- 452/h)
20240914-04:04:06 nb_generated 231 model 2 (finishes Sat 06:56 -- 374/h)
20240914-04:04:07 nb_generated 268 model 1 (finishes Sat 06:21 -- 453/h)
20240914-04:04:16 nb_generated 270 model 9 (finishes Sat 06:22 -- 450/h)
20240914-04:04:17 nb_generated 231 model 4 (finishes Sat 06:57 -- 372/h)
20240914-04:04:25 nb_generated 271 model 9 (finishes Sat 06:22 -- 450/h)
20240914-04:04:29 nb_generated 233 model 6 (finishes Sat 06:56 -- 373/h)
20240914-04:04:39 nb_generated 272 model 1 (finishes Sat 06:22 -- 449/h)
20240914-04:04:46 nb_generated 237 model 8 (finishes Sat 06:54 -- 378/h)
20240914-04:04:47 nb_generated 276 model 0 (finishes Sat 06:20 -- 455/h)
20240914-04:05:02 nb_generated 241 model 3 (finishes Sat 06:53 -- 379/h)
20240914-04:05:06 nb_generated 277 model 4 (finishes Sat 06:21 -- 452/h)
20240914-04:05:17 nb_generated 242 model 8 (finishes Sat 06:54 -- 377/h)
20240914-04:05:20 nb_generated 279 model 4 (finishes Sat 06:21 -- 452/h)
20240914-04:05:27 nb_generated 282 model 0 (finishes Sat 06:19 -- 457/h)
20240914-04:05:27 nb_generated 244 model 7 (finishes Sat 06:53 -- 379/h)
20240914-04:05:36 nb_generated 246 model 4 (finishes Sat 06:52 -- 382/h)
20240914-04:05:40 nb_generated 283 model 7 (finishes Sat 06:20 -- 455/h)
20240914-04:05:45 nb_generated 247 model 7 (finishes Sat 06:52 -- 382/h)
20240914-04:05:52 nb_generated 283 model 8 (finishes Sat 06:21 -- 452/h)
20240914-04:05:59 nb_generated 249 model 1 (finishes Sat 06:51 -- 383/h)
20240914-04:06:10 nb_generated 251 model 2 (finishes Sat 06:50 -- 384/h)
20240914-04:06:11 nb_generated 285 model 6 (finishes Sat 06:21 -- 452/h)
20240914-04:06:21 nb_generated 286 model 5 (finishes Sat 06:21 -- 451/h)
20240914-04:06:27 nb_generated 251 model 3 (finishes Sat 06:52 -- 381/h)
20240914-04:06:30 nb_generated 288 model 0 (finishes Sat 06:22 -- 451/h)
20240914-04:06:37 nb_generated 290 model 7 (finishes Sat 06:21 -- 453/h)
20240914-04:06:43 nb_generated 252 model 5 (finishes Sat 06:53 -- 379/h)
20240914-04:06:44 nb_generated 293 model 5 (finishes Sat 06:20 -- 455/h)
20240914-04:06:53 nb_generated 255 model 4 (finishes Sat 06:52 -- 381/h)
20240914-04:07:03 nb_generated 294 model 1 (finishes Sat 06:21 -- 452/h)
20240914-04:07:05 nb_generated 255 model 5 (finishes Sat 06:53 -- 379/h)
20240914-04:07:11 nb_generated 297 model 0 (finishes Sat 06:22 -- 451/h)
20240914-04:07:17 nb_generated 300 model 0 (finishes Sat 06:21 -- 453/h)
20240914-04:07:17 nb_generated 257 model 4 (finishes Sat 06:52 -- 380/h)
20240914-04:07:30 nb_generated 259 model 3 (finishes Sat 06:53 -- 380/h)
20240914-04:07:34 nb_generated 301 model 6 (finishes Sat 06:22 -- 449/h)
20240914-04:07:43 nb_generated 259 model 2 (finishes Sat 06:54 -- 377/h)
20240914-04:07:44 nb_generated 303 model 7 (finishes Sat 06:22 -- 450/h)
20240914-04:07:51 nb_generated 261 model 0 (finishes Sat 06:54 -- 377/h)
20240914-04:07:58 nb_generated 303 model 5 (finishes Sat 06:23 -- 447/h)
20240914-04:08:03 nb_generated 263 model 0 (finishes Sat 06:54 -- 377/h)
20240914-04:08:10 nb_generated 304 model 5 (finishes Sat 06:23 -- 446/h)
20240914-04:08:16 nb_generated 266 model 2 (finishes Sat 06:53 -- 380/h)
20240914-04:08:28 nb_generated 270 model 4 (finishes Sat 06:50 -- 385/h)
20240914-04:08:29 nb_generated 306 model 1 (finishes Sat 06:24 -- 445/h)
20240914-04:08:41 nb_generated 307 model 9 (finishes Sat 06:24 -- 445/h)
20240914-04:08:44 nb_generated 271 model 8 (finishes Sat 06:51 -- 383/h)
20240914-04:08:52 nb_generated 309 model 3 (finishes Sat 06:24 -- 446/h)
20240914-04:08:59 nb_generated 275 model 2 (finishes Sat 06:49 -- 386/h)
20240914-04:09:06 nb_generated 309 model 4 (finishes Sat 06:25 -- 443/h)
20240914-04:09:14 nb_generated 275 model 1 (finishes Sat 06:51 -- 383/h)
20240914-04:09:18 nb_generated 313 model 6 (finishes Sat 06:24 -- 445/h)
20240914-04:09:26 nb_generated 278 model 2 (finishes Sat 06:49 -- 386/h)
20240914-04:09:34 nb_generated 316 model 4 (finishes Sat 06:23 -- 447/h)
20240914-04:09:40 nb_generated 278 model 1 (finishes Sat 06:51 -- 383/h)
20240914-04:09:46 nb_generated 278 model 7 (finishes Sat 06:51 -- 382/h)
20240914-04:09:50 nb_generated 319 model 2 (finishes Sat 06:22 -- 449/h)
20240914-04:09:57 nb_generated 279 model 4 (finishes Sat 06:51 -- 382/h)
20240914-04:10:00 nb_generated 319 model 7 (finishes Sat 06:23 -- 447/h)
20240914-04:10:08 nb_generated 319 model 7 (finishes Sat 06:24 -- 445/h)
20240914-04:10:09 nb_generated 281 model 3 (finishes Sat 06:52 -- 382/h)
20240914-04:10:20 nb_generated 319 model 7 (finishes Sat 06:25 -- 442/h)
20240914-04:10:21 nb_generated 281 model 5 (finishes Sat 06:53 -- 379/h)
20240914-04:10:32 nb_generated 320 model 6 (finishes Sat 06:25 -- 442/h)
20240914-04:10:38 nb_generated 285 model 2 (finishes Sat 06:53 -- 380/h)
20240914-04:10:48 nb_generated 320 model 3 (finishes Sat 06:26 -- 438/h)
20240914-04:10:49 nb_generated 289 model 2 (finishes Sat 06:51 -- 383/h)
20240914-04:10:56 nb_generated 321 model 5 (finishes Sat 06:26 -- 438/h)
20240914-04:11:00 nb_generated 293 model 2 (finishes Sat 06:49 -- 388/h)
20240914-04:11:09 nb_generated 295 model 3 (finishes Sat 06:48 -- 390/h)
20240914-04:11:12 nb_generated 322 model 8 (finishes Sat 06:27 -- 437/h)
20240914-04:11:16 nb_generated 296 model 7 (finishes Sat 06:48 -- 390/h)
20240914-04:11:19 nb_generated 324 model 6 (finishes Sat 06:26 -- 438/h)
20240914-04:11:26 nb_generated 298 model 5 (finishes Sat 06:47 -- 391/h)
20240914-04:11:34 nb_generated 300 model 0 (finishes Sat 06:46 -- 393/h)
20240914-04:11:34 nb_generated 326 model 8 (finishes Sat 06:26 -- 439/h)
20240914-04:11:43 nb_generated 326 model 7 (finishes Sat 06:27 -- 437/h)
20240914-04:11:44 nb_generated 304 model 6 (finishes Sat 06:44 -- 397/h)
20240914-04:11:50 nb_generated 327 model 7 (finishes Sat 06:27 -- 437/h)
20240914-04:11:55 nb_generated 308 model 6 (finishes Sat 06:42 -- 401/h)
20240914-04:12:00 nb_generated 327 model 7 (finishes Sat 06:28 -- 435/h)
20240914-04:12:06 nb_generated 310 model 2 (finishes Sat 06:42 -- 401/h)
20240914-04:12:10 nb_generated 329 model 4 (finishes Sat 06:27 -- 436/h)
20240914-04:12:18 nb_generated 310 model 6 (finishes Sat 06:43 -- 399/h)
20240914-04:12:20 nb_generated 330 model 9 (finishes Sat 06:28 -- 434/h)
20240914-04:12:24 nb_generated 314 model 0 (finishes Sat 06:42 -- 402/h)
20240914-04:12:34 nb_generated 316 model 2 (finishes Sat 06:41 -- 404/h)
20240914-04:12:35 nb_generated 332 model 1 (finishes Sat 06:28 -- 435/h)
20240914-04:12:43 nb_generated 336 model 6 (finishes Sat 06:26 -- 438/h)
20240914-04:12:48 nb_generated 318 model 2 (finishes Sat 06:41 -- 405/h)
20240914-04:12:54 nb_generated 338 model 7 (finishes Sat 06:27 -- 438/h)
20240914-04:13:00 nb_generated 321 model 4 (finishes Sat 06:40 -- 406/h)
20240914-04:13:02 nb_generated 339 model 7 (finishes Sat 06:27 -- 438/h)
20240914-04:13:11 nb_generated 323 model 5 (finishes Sat 06:40 -- 407/h)
20240914-04:13:19 nb_generated 324 model 9 (finishes Sat 06:39 -- 407/h)
20240914-04:13:26 nb_generated 341 model 8 (finishes Sat 06:28 -- 435/h)
20240914-04:13:27 nb_generated 325 model 2 (finishes Sat 06:39 -- 407/h)
20240914-04:13:34 nb_generated 344 model 7 (finishes Sat 06:28 -- 435/h)
20240914-04:13:37 nb_generated 325 model 7 (finishes Sat 06:40 -- 405/h)
20240914-04:13:49 nb_generated 347 model 1 (finishes Sat 06:27 -- 437/h)
20240914-04:13:57 nb_generated 348 model 6 (finishes Sat 06:27 -- 437/h)
20240914-04:13:58 nb_generated 327 model 1 (finishes Sat 06:40 -- 405/h)
20240914-04:14:11 nb_generated 349 model 6 (finishes Sat 06:27 -- 435/h)
20240914-04:14:19 nb_generated 327 model 4 (finishes Sat 06:42 -- 401/h)
20240914-04:14:23 nb_generated 350 model 6 (finishes Sat 06:28 -- 433/h)
20240914-04:14:28 nb_generated 328 model 9 (finishes Sat 06:42 -- 401/h)
20240914-04:14:40 nb_generated 331 model 6 (finishes Sat 06:42 -- 401/h)
20240914-04:14:47 nb_generated 350 model 8 (finishes Sat 06:30 -- 429/h)
20240914-04:14:48 nb_generated 333 model 0 (finishes Sat 06:42 -- 402/h)
20240914-04:14:56 nb_generated 355 model 3 (finishes Sat 06:28 -- 433/h)
20240914-04:15:03 nb_generated 336 model 2 (finishes Sat 06:41 -- 404/h)
20240914-04:15:09 nb_generated 358 model 4 (finishes Sat 06:28 -- 434/h)
20240914-04:15:13 nb_generated 340 model 0 (finishes Sat 06:39 -- 407/h)
20240914-04:15:20 nb_generated 362 model 7 (finishes Sat 06:28 -- 435/h)
20240914-04:15:29 nb_generated 367 model 2 (finishes Sat 06:27 -- 438/h)
20240914-04:15:32 nb_generated 342 model 1 (finishes Sat 06:40 -- 405/h)
20240914-04:15:41 nb_generated 343 model 5 (finishes Sat 06:41 -- 404/h)
20240914-04:15:44 nb_generated 368 model 6 (finishes Sat 06:27 -- 437/h)
20240914-04:15:52 nb_generated 371 model 3 (finishes Sat 06:26 -- 438/h)
20240914-04:15:53 nb_generated 344 model 8 (finishes Sat 06:42 -- 402/h)
20240914-04:16:01 nb_generated 346 model 3 (finishes Sat 06:41 -- 404/h)
20240914-04:16:06 nb_generated 371 model 1 (finishes Sat 06:27 -- 436/h)
20240914-04:16:15 nb_generated 375 model 9 (finishes Sat 06:26 -- 438/h)
20240914-04:16:21 nb_generated 349 model 8 (finishes Sat 06:41 -- 403/h)
20240914-04:16:25 nb_generated 377 model 6 (finishes Sat 06:26 -- 438/h)
20240914-04:16:28 nb_generated 351 model 9 (finishes Sat 06:40 -- 405/h)
20240914-04:16:34 nb_generated 378 model 7 (finishes Sat 06:26 -- 438/h)
20240914-04:16:36 nb_generated 353 model 9 (finishes Sat 06:40 -- 407/h)
20240914-04:16:43 nb_generated 355 model 5 (finishes Sat 06:39 -- 408/h)
20240914-04:16:50 nb_generated 384 model 8 (finishes Sat 06:25 -- 442/h)
20240914-04:16:53 nb_generated 356 model 7 (finishes Sat 06:39 -- 408/h)
20240914-04:17:00 nb_generated 385 model 6 (finishes Sat 06:25 -- 442/h)
20240914-04:17:03 nb_generated 359 model 0 (finishes Sat 06:38 -- 411/h)
20240914-04:17:15 nb_generated 359 model 7 (finishes Sat 06:39 -- 409/h)
20240914-04:17:20 nb_generated 386 model 3 (finishes Sat 06:26 -- 440/h)
20240914-04:17:23 nb_generated 361 model 6 (finishes Sat 06:38 -- 410/h)
20240914-04:17:31 nb_generated 386 model 7 (finishes Sat 06:26 -- 438/h)
20240914-04:17:35 nb_generated 364 model 4 (finishes Sat 06:38 -- 411/h)
20240914-04:17:39 nb_generated 389 model 8 (finishes Sat 06:26 -- 439/h)
20240914-04:17:51 nb_generated 392 model 7 (finishes Sat 06:25 -- 442/h)
20240914-04:17:51 nb_generated 365 model 8 (finishes Sat 06:38 -- 410/h)
20240914-04:18:02 nb_generated 367 model 8 (finishes Sat 06:39 -- 408/h)
20240914-04:18:04 nb_generated 394 model 2 (finishes Sat 06:25 -- 442/h)
20240914-04:18:14 nb_generated 394 model 9 (finishes Sat 06:26 -- 440/h)
20240914-04:18:18 nb_generated 369 model 3 (finishes Sat 06:39 -- 409/h)
20240914-04:18:24 nb_generated 397 model 5 (finishes Sat 06:25 -- 442/h)
20240914-04:18:27 nb_generated 372 model 9 (finishes Sat 06:38 -- 410/h)
20240914-04:18:38 nb_generated 399 model 4 (finishes Sat 06:25 -- 441/h)
20240914-04:18:39 nb_generated 373 model 5 (finishes Sat 06:39 -- 408/h)
20240914-04:18:52 nb_generated 374 model 7 (finishes Sat 06:39 -- 407/h)
20240914-04:18:54 nb_generated 401 model 1 (finishes Sat 06:26 -- 439/h)
20240914-04:19:00 nb_generated 378 model 0 (finishes Sat 06:38 -- 410/h)
20240914-04:19:03 nb_generated 403 model 0 (finishes Sat 06:26 -- 439/h)
20240914-04:19:07 nb_generated 383 model 0 (finishes Sat 06:36 -- 415/h)
20240914-04:19:12 nb_generated 404 model 7 (finishes Sat 06:27 -- 438/h)
20240914-04:19:23 nb_generated 384 model 4 (finishes Sat 06:37 -- 412/h)
20240914-04:19:26 nb_generated 405 model 3 (finishes Sat 06:27 -- 437/h)
20240914-04:19:32 nb_generated 385 model 1 (finishes Sat 06:37 -- 412/h)
20240914-04:19:42 nb_generated 406 model 1 (finishes Sat 06:28 -- 435/h)
20240914-04:19:47 nb_generated 385 model 6 (finishes Sat 06:38 -- 410/h)
20240914-04:19:50 nb_generated 407 model 6 (finishes Sat 06:28 -- 435/h)
20240914-04:20:03 nb_generated 385 model 1 (finishes Sat 06:39 -- 407/h)
20240914-04:20:05 nb_generated 410 model 3 (finishes Sat 06:27 -- 436/h)
20240914-04:20:14 nb_generated 410 model 0 (finishes Sat 06:28 -- 434/h)
20240914-04:20:17 nb_generated 387 model 2 (finishes Sat 06:40 -- 407/h)
20240914-04:20:30 nb_generated 389 model 5 (finishes Sat 06:39 -- 407/h)
20240914-04:20:32 nb_generated 410 model 2 (finishes Sat 06:29 -- 431/h)
20240914-04:20:38 nb_generated 391 model 0 (finishes Sat 06:39 -- 409/h)
20240914-04:20:41 nb_generated 410 model 6 (finishes Sat 06:30 -- 430/h)
20240914-04:20:47 nb_generated 393 model 4 (finishes Sat 06:38 -- 410/h)
20240914-04:20:50 nb_generated 414 model 2 (finishes Sat 06:29 -- 431/h)
20240914-04:20:58 nb_generated 393 model 4 (finishes Sat 06:39 -- 408/h)
20240914-04:21:00 nb_generated 415 model 5 (finishes Sat 06:29 -- 431/h)
20240914-04:21:10 nb_generated 399 model 2 (finishes Sat 06:37 -- 413/h)
20240914-04:21:10 nb_generated 417 model 0 (finishes Sat 06:29 -- 432/h)
20240914-04:21:23 nb_generated 399 model 1 (finishes Sat 06:38 -- 411/h)
20240914-04:21:30 nb_generated 420 model 8 (finishes Sat 06:29 -- 431/h)
20240914-04:21:32 nb_generated 401 model 5 (finishes Sat 06:38 -- 411/h)
20240914-04:21:39 nb_generated 424 model 0 (finishes Sat 06:28 -- 434/h)
20240914-04:21:48 nb_generated 402 model 4 (finishes Sat 06:39 -- 409/h)
20240914-04:21:49 nb_generated 425 model 6 (finishes Sat 06:28 -- 433/h)
20240914-04:21:59 nb_generated 425 model 9 (finishes Sat 06:29 -- 432/h)
20240914-04:22:04 nb_generated 402 model 4 (finishes Sat 06:40 -- 406/h)
20240914-04:22:12 nb_generated 428 model 9 (finishes Sat 06:29 -- 433/h)
20240914-04:22:13 nb_generated 404 model 5 (finishes Sat 06:39 -- 408/h)
20240914-04:22:24 nb_generated 406 model 6 (finishes Sat 06:39 -- 407/h)
20240914-04:22:26 nb_generated 432 model 8 (finishes Sat 06:28 -- 434/h)
20240914-04:22:37 nb_generated 408 model 8 (finishes Sat 06:39 -- 408/h)
20240914-04:22:39 nb_generated 432 model 3 (finishes Sat 06:29 -- 432/h)
20240914-04:22:46 nb_generated 438 model 0 (finishes Sat 06:27 -- 436/h)
20240914-04:22:54 nb_generated 409 model 8 (finishes Sat 06:40 -- 406/h)
20240914-04:22:59 nb_generated 439 model 1 (finishes Sat 06:27 -- 435/h)
20240914-04:23:07 nb_generated 410 model 3 (finishes Sat 06:41 -- 404/h)
20240914-04:23:08 nb_generated 444 model 0 (finishes Sat 06:26 -- 438/h)
20240914-04:23:17 nb_generated 410 model 5 (finishes Sat 06:42 -- 402/h)
20240914-04:23:25 nb_generated 411 model 3 (finishes Sat 06:42 -- 402/h)
20240914-04:23:26 nb_generated 446 model 8 (finishes Sat 06:27 -- 436/h)
20240914-04:23:36 nb_generated 447 model 5 (finishes Sat 06:27 -- 436/h)
20240914-04:23:41 nb_generated 412 model 6 (finishes Sat 06:42 -- 402/h)
20240914-04:23:43 nb_generated 447 model 5 (finishes Sat 06:28 -- 435/h)
20240914-04:23:59 nb_generated 452 model 3 (finishes Sat 06:27 -- 436/h)
20240914-04:24:02 nb_generated 413 model 3 (finishes Sat 06:43 -- 400/h)
20240914-04:24:05 nb_generated 452 model 7 (finishes Sat 06:27 -- 435/h)
20240914-04:24:14 nb_generated 453 model 9 (finishes Sat 06:27 -- 435/h)
20240914-04:24:15 nb_generated 415 model 6 (finishes Sat 06:43 -- 399/h)
20240914-04:24:25 nb_generated 456 model 4 (finishes Sat 06:27 -- 437/h)
20240914-04:24:27 nb_generated 419 model 9 (finishes Sat 06:41 -- 403/h)
20240914-04:24:33 nb_generated 420 model 7 (finishes Sat 06:41 -- 403/h)
20240914-04:24:33 nb_generated 456 model 5 (finishes Sat 06:27 -- 436/h)
20240914-04:24:42 nb_generated 458 model 6 (finishes Sat 06:27 -- 436/h)
20240914-04:24:52 nb_generated 458 model 6 (finishes Sat 06:28 -- 435/h)
20240914-04:24:52 nb_generated 423 model 2 (finishes Sat 06:41 -- 403/h)
20240914-04:25:00 nb_generated 424 model 0 (finishes Sat 06:41 -- 403/h)
20240914-04:25:08 nb_generated 460 model 4 (finishes Sat 06:28 -- 434/h)
20240914-04:25:14 nb_generated 426 model 8 (finishes Sat 06:42 -- 401/h)
20240914-04:25:21 nb_generated 430 model 9 (finishes Sat 06:42 -- 402/h)
20240914-04:25:24 nb_generated 462 model 1 (finishes Sat 06:28 -- 434/h)
20240914-04:25:29 nb_generated 433 model 0 (finishes Sat 06:40 -- 405/h)
20240914-04:25:37 nb_generated 436 model 7 (finishes Sat 06:39 -- 408/h)
20240914-04:25:38 nb_generated 465 model 5 (finishes Sat 06:28 -- 435/h)
20240914-04:25:46 nb_generated 436 model 5 (finishes Sat 06:40 -- 406/h)
20240914-04:25:57 nb_generated 468 model 1 (finishes Sat 06:27 -- 436/h)
20240914-04:25:59 nb_generated 439 model 2 (finishes Sat 06:40 -- 407/h)
20240914-04:26:05 nb_generated 468 model 9 (finishes Sat 06:28 -- 435/h)
20240914-04:26:13 nb_generated 469 model 9 (finishes Sat 06:28 -- 435/h)
20240914-04:26:16 nb_generated 442 model 8 (finishes Sat 06:39 -- 407/h)
20240914-04:26:23 nb_generated 472 model 7 (finishes Sat 06:27 -- 436/h)
20240914-04:26:32 nb_generated 444 model 1 (finishes Sat 06:39 -- 407/h)
20240914-04:26:33 nb_generated 475 model 4 (finishes Sat 06:26 -- 438/h)
20240914-04:26:42 nb_generated 445 model 6 (finishes Sat 06:39 -- 407/h)
20240914-04:26:42 nb_generated 476 model 9 (finishes Sat 06:27 -- 438/h)
20240914-04:26:53 nb_generated 479 model 9 (finishes Sat 06:26 -- 440/h)
20240914-04:26:56 nb_generated 448 model 8 (finishes Sat 06:39 -- 409/h)
20240914-04:27:04 nb_generated 449 model 0 (finishes Sat 06:39 -- 408/h)
20240914-04:27:08 nb_generated 483 model 2 (finishes Sat 06:25 -- 441/h)
20240914-04:27:16 nb_generated 483 model 7 (finishes Sat 06:26 -- 440/h)
20240914-04:27:19 nb_generated 450 model 3 (finishes Sat 06:40 -- 407/h)
20240914-04:27:31 nb_generated 483 model 8 (finishes Sat 06:26 -- 438/h)
20240914-04:27:32 nb_generated 452 model 6 (finishes Sat 06:39 -- 408/h)
20240914-04:27:41 nb_generated 485 model 9 (finishes Sat 06:26 -- 439/h)
20240914-04:27:42 nb_generated 455 model 4 (finishes Sat 06:39 -- 407/h)
20240914-04:27:50 nb_generated 487 model 9 (finishes Sat 06:26 -- 440/h)
20240914-04:27:53 nb_generated 460 model 3 (finishes Sat 06:38 -- 411/h)
20240914-04:28:09 nb_generated 460 model 8 (finishes Sat 06:39 -- 408/h)
20240914-04:28:10 nb_generated 488 model 1 (finishes Sat 06:26 -- 438/h)
20240914-04:28:21 nb_generated 490 model 7 (finishes Sat 06:27 -- 438/h)
20240914-04:28:22 nb_generated 461 model 4 (finishes Sat 06:40 -- 407/h)
20240914-04:28:29 nb_generated 462 model 9 (finishes Sat 06:39 -- 407/h)
20240914-04:28:30 nb_generated 491 model 9 (finishes Sat 06:27 -- 438/h)
20240914-04:28:38 nb_generated 464 model 9 (finishes Sat 06:40 -- 407/h)
20240914-04:28:42 nb_generated 491 model 2 (finishes Sat 06:27 -- 436/h)
20240914-04:28:50 nb_generated 464 model 6 (finishes Sat 06:40 -- 405/h)
20240914-04:28:58 nb_generated 494 model 1 (finishes Sat 06:27 -- 437/h)
20240914-04:29:02 nb_generated 466 model 6 (finishes Sat 06:40 -- 405/h)
20240914-04:29:09 nb_generated 494 model 4 (finishes Sat 06:27 -- 436/h)
20240914-04:29:15 nb_generated 468 model 2 (finishes Sat 06:41 -- 405/h)
20240914-04:29:27 nb_generated 495 model 4 (finishes Sat 06:28 -- 434/h)
20240914-04:29:27 nb_generated 469 model 9 (finishes Sat 06:41 -- 404/h)
20240914-04:29:35 nb_generated 501 model 0 (finishes Sat 06:26 -- 439/h)
20240914-04:29:44 nb_generated 504 model 0 (finishes Sat 06:25 -- 441/h)
20240914-04:29:48 nb_generated 469 model 8 (finishes Sat 06:42 -- 401/h)
20240914-04:29:55 nb_generated 505 model 6 (finishes Sat 06:25 -- 441/h)
20240914-04:30:00 nb_generated 470 model 9 (finishes Sat 06:42 -- 401/h)
20240914-04:30:03 nb_generated 510 model 8 (finishes Sat 06:25 -- 442/h)
20240914-04:30:10 nb_generated 470 model 3 (finishes Sat 06:43 -- 400/h)
20240914-04:30:20 nb_generated 511 model 2 (finishes Sat 06:25 -- 441/h)
20240914-04:30:21 nb_generated 470 model 5 (finishes Sat 06:43 -- 398/h)
20240914-04:30:27 nb_generated 515 model 6 (finishes Sat 06:24 -- 444/h)
20240914-04:30:32 nb_generated 471 model 7 (finishes Sat 06:44 -- 398/h)
20240914-04:30:33 nb_generated 515 model 5 (finishes Sat 06:24 -- 443/h)
20240914-04:30:39 nb_generated 520 model 0 (finishes Sat 06:23 -- 447/h)
20240914-04:30:41 nb_generated 473 model 3 (finishes Sat 06:43 -- 398/h)
20240914-04:30:53 nb_generated 475 model 5 (finishes Sat 06:44 -- 398/h)
20240914-04:31:00 nb_generated 476 model 7 (finishes Sat 06:44 -- 397/h)
20240914-04:31:02 nb_generated 521 model 1 (finishes Sat 06:24 -- 445/h)
20240914-04:31:13 nb_generated 478 model 1 (finishes Sat 06:44 -- 398/h)
20240914-04:31:21 nb_generated 523 model 2 (finishes Sat 06:24 -- 444/h)
20240914-04:31:29 nb_generated 526 model 5 (finishes Sat 06:24 -- 446/h)
20240914-04:31:31 nb_generated 479 model 1 (finishes Sat 06:44 -- 397/h)
20240914-04:31:35 nb_generated 529 model 0 (finishes Sat 06:23 -- 448/h)
20240914-04:31:44 nb_generated 480 model 3 (finishes Sat 06:44 -- 396/h)
20240914-04:31:49 nb_generated 532 model 5 (finishes Sat 06:23 -- 448/h)
20240914-04:31:56 nb_generated 482 model 2 (finishes Sat 06:44 -- 397/h)
20240914-04:32:00 nb_generated 534 model 0 (finishes Sat 06:23 -- 448/h)
20240914-04:32:08 nb_generated 484 model 2 (finishes Sat 06:44 -- 398/h)
20240914-04:32:12 nb_generated 534 model 6 (finishes Sat 06:23 -- 446/h)
20240914-04:32:18 nb_generated 486 model 9 (finishes Sat 06:43 -- 399/h)
20240914-04:32:30 nb_generated 535 model 9 (finishes Sat 06:24 -- 445/h)
20240914-04:32:33 nb_generated 492 model 3 (finishes Sat 06:42 -- 401/h)
20240914-04:32:38 nb_generated 537 model 6 (finishes Sat 06:23 -- 446/h)
20240914-04:32:40 nb_generated 494 model 9 (finishes Sat 06:42 -- 401/h)
20240914-04:32:50 nb_generated 496 model 9 (finishes Sat 06:42 -- 402/h)
20240914-04:32:51 nb_generated 539 model 5 (finishes Sat 06:24 -- 445/h)
20240914-04:33:04 nb_generated 499 model 8 (finishes Sat 06:41 -- 403/h)
20240914-04:33:07 nb_generated 542 model 1 (finishes Sat 06:23 -- 446/h)
20240914-04:33:21 nb_generated 544 model 8 (finishes Sat 06:23 -- 447/h)
20240914-04:33:22 nb_generated 499 model 1 (finishes Sat 06:42 -- 401/h)
20240914-04:33:30 nb_generated 546 model 7 (finishes Sat 06:23 -- 447/h)
20240914-04:33:36 nb_generated 503 model 5 (finishes Sat 06:42 -- 401/h)
20240914-04:33:44 nb_generated 504 model 4 (finishes Sat 06:42 -- 401/h)
20240914-04:33:47 nb_generated 549 model 4 (finishes Sat 06:24 -- 445/h)
20240914-04:33:58 nb_generated 507 model 8 (finishes Sat 06:41 -- 403/h)
20240914-04:34:00 nb_generated 553 model 3 (finishes Sat 06:23 -- 448/h)
20240914-04:34:12 nb_generated 553 model 5 (finishes Sat 06:23 -- 446/h)
20240914-04:34:14 nb_generated 507 model 7 (finishes Sat 06:42 -- 401/h)
20240914-04:34:18 nb_generated 556 model 3 (finishes Sat 06:22 -- 449/h)
20240914-04:34:23 nb_generated 509 model 2 (finishes Sat 06:42 -- 402/h)
20240914-04:34:34 nb_generated 557 model 8 (finishes Sat 06:23 -- 448/h)
20240914-04:34:40 nb_generated 509 model 8 (finishes Sat 06:43 -- 400/h)
20240914-04:34:45 nb_generated 558 model 0 (finishes Sat 06:23 -- 447/h)
20240914-04:34:56 nb_generated 559 model 0 (finishes Sat 06:23 -- 447/h)
20240914-04:34:56 nb_generated 511 model 8 (finishes Sat 06:43 -- 399/h)
20240914-04:35:06 nb_generated 562 model 5 (finishes Sat 06:24 -- 446/h)
20240914-04:35:08 nb_generated 512 model 6 (finishes Sat 06:44 -- 398/h)
20240914-04:35:17 nb_generated 514 model 7 (finishes Sat 06:43 -- 399/h)
20240914-04:35:23 nb_generated 563 model 4 (finishes Sat 06:24 -- 443/h)
20240914-04:35:30 nb_generated 515 model 4 (finishes Sat 06:44 -- 397/h)
20240914-04:35:40 nb_generated 516 model 7 (finishes Sat 06:44 -- 397/h)
20240914-04:35:48 nb_generated 564 model 8 (finishes Sat 06:25 -- 441/h)
20240914-04:35:48 nb_generated 522 model 6 (finishes Sat 06:42 -- 401/h)
20240914-04:35:59 nb_generated 566 model 7 (finishes Sat 06:25 -- 441/h)
20240914-04:36:00 nb_generated 524 model 9 (finishes Sat 06:42 -- 401/h)
20240914-04:36:07 nb_generated 527 model 6 (finishes Sat 06:42 -- 402/h)
20240914-04:36:14 nb_generated 568 model 8 (finishes Sat 06:25 -- 441/h)
20240914-04:36:17 nb_generated 527 model 5 (finishes Sat 06:42 -- 401/h)
20240914-04:36:21 nb_generated 571 model 5 (finishes Sat 06:24 -- 443/h)
20240914-04:36:28 nb_generated 530 model 7 (finishes Sat 06:42 -- 402/h)
20240914-04:36:38 nb_generated 573 model 2 (finishes Sat 06:25 -- 442/h)
20240914-04:36:39 nb_generated 532 model 9 (finishes Sat 06:42 -- 402/h)
20240914-04:36:51 nb_generated 533 model 8 (finishes Sat 06:42 -- 401/h)
20240914-04:36:52 nb_generated 574 model 2 (finishes Sat 06:25 -- 442/h)
20240914-04:37:06 nb_generated 533 model 8 (finishes Sat 06:43 -- 400/h)
20240914-04:37:09 nb_generated 576 model 4 (finishes Sat 06:25 -- 441/h)
20240914-04:37:14 nb_generated 533 model 5 (finishes Sat 06:43 -- 399/h)
20240914-04:37:20 nb_generated 580 model 3 (finishes Sat 06:25 -- 442/h)
20240914-04:37:23 nb_generated 536 model 0 (finishes Sat 06:43 -- 399/h)
20240914-04:37:30 nb_generated 581 model 5 (finishes Sat 06:25 -- 442/h)
20240914-04:37:33 nb_generated 538 model 6 (finishes Sat 06:43 -- 399/h)
20240914-04:37:46 nb_generated 540 model 2 (finishes Sat 06:43 -- 399/h)
20240914-04:37:50 nb_generated 582 model 1 (finishes Sat 06:26 -- 439/h)
20240914-04:37:56 nb_generated 546 model 3 (finishes Sat 06:41 -- 404/h)
20240914-04:38:01 nb_generated 583 model 5 (finishes Sat 06:26 -- 439/h)
20240914-04:38:10 nb_generated 550 model 2 (finishes Sat 06:40 -- 405/h)
20240914-04:38:18 nb_generated 584 model 2 (finishes Sat 06:26 -- 438/h)
20240914-04:38:25 nb_generated 585 model 7 (finishes Sat 06:26 -- 438/h)
20240914-04:38:26 nb_generated 553 model 8 (finishes Sat 06:40 -- 406/h)
20240914-04:38:38 nb_generated 589 model 8 (finishes Sat 06:26 -- 439/h)
20240914-04:38:43 nb_generated 554 model 1 (finishes Sat 06:41 -- 405/h)
20240914-04:38:44 nb_generated 592 model 7 (finishes Sat 06:26 -- 440/h)
20240914-04:38:53 nb_generated 555 model 2 (finishes Sat 06:41 -- 404/h)
20240914-04:38:58 nb_generated 593 model 6 (finishes Sat 06:26 -- 438/h)
20240914-04:39:03 nb_generated 556 model 6 (finishes Sat 06:41 -- 403/h)
20240914-04:39:14 nb_generated 557 model 6 (finishes Sat 06:41 -- 403/h)
20240914-04:39:15 nb_generated 595 model 4 (finishes Sat 06:26 -- 438/h)
20240914-04:39:25 nb_generated 597 model 5 (finishes Sat 06:26 -- 439/h)
20240914-04:39:33 nb_generated 558 model 1 (finishes Sat 06:42 -- 401/h)
20240914-04:39:36 nb_generated 600 model 0 (finishes Sat 06:26 -- 440/h)
20240914-04:39:47 nb_generated 558 model 8 (finishes Sat 06:43 -- 400/h)
20240914-04:39:54 nb_generated 559 model 9 (finishes Sat 06:43 -- 400/h)
20240914-04:39:54 nb_generated 601 model 2 (finishes Sat 06:26 -- 438/h)
20240914-04:40:06 nb_generated 559 model 1 (finishes Sat 06:43 -- 399/h)
20240914-04:40:07 nb_generated 601 model 6 (finishes Sat 06:27 -- 437/h)
20240914-04:40:16 nb_generated 601 model 9 (finishes Sat 06:27 -- 436/h)
20240914-04:40:20 nb_generated 562 model 2 (finishes Sat 06:43 -- 399/h)
20240914-04:40:27 nb_generated 603 model 8 (finishes Sat 06:27 -- 436/h)
20240914-04:40:33 nb_generated 564 model 3 (finishes Sat 06:43 -- 399/h)
20240914-04:40:40 nb_generated 605 model 1 (finishes Sat 06:27 -- 436/h)
20240914-04:40:50 nb_generated 565 model 1 (finishes Sat 06:44 -- 398/h)
20240914-04:40:57 nb_generated 607 model 3 (finishes Sat 06:28 -- 435/h)
20240914-04:41:03 nb_generated 567 model 9 (finishes Sat 06:43 -- 398/h)
20240914-04:41:11 nb_generated 568 model 0 (finishes Sat 06:43 -- 399/h)
20240914-04:41:13 nb_generated 607 model 1 (finishes Sat 06:28 -- 433/h)
20240914-04:41:21 nb_generated 574 model 0 (finishes Sat 06:41 -- 403/h)
20240914-04:41:28 nb_generated 609 model 8 (finishes Sat 06:28 -- 433/h)
20240914-04:41:29 nb_generated 577 model 9 (finishes Sat 06:41 -- 404/h)
20240914-04:41:40 nb_generated 610 model 2 (finishes Sat 06:28 -- 433/h)
20240914-04:41:48 nb_generated 581 model 1 (finishes Sat 06:40 -- 406/h)
20240914-04:41:55 nb_generated 611 model 8 (finishes Sat 06:29 -- 431/h)
20240914-04:42:03 nb_generated 585 model 8 (finishes Sat 06:39 -- 408/h)
20240914-04:42:05 nb_generated 612 model 6 (finishes Sat 06:29 -- 431/h)
20240914-04:42:17 nb_generated 613 model 4 (finishes Sat 06:29 -- 431/h)
20240914-04:42:24 nb_generated 587 model 1 (finishes Sat 06:40 -- 407/h)
20240914-04:42:26 nb_generated 615 model 9 (finishes Sat 06:29 -- 432/h)
20240914-04:42:36 nb_generated 590 model 3 (finishes Sat 06:39 -- 408/h)
20240914-04:42:42 nb_generated 592 model 5 (finishes Sat 06:38 -- 409/h)
20240914-04:42:44 nb_generated 615 model 8 (finishes Sat 06:30 -- 430/h)
20240914-04:42:56 nb_generated 593 model 4 (finishes Sat 06:39 -- 408/h)
20240914-04:43:00 nb_generated 619 model 2 (finishes Sat 06:29 -- 432/h)
20240914-04:43:05 nb_generated 596 model 0 (finishes Sat 06:39 -- 409/h)
20240914-04:43:12 nb_generated 620 model 9 (finishes Sat 06:29 -- 431/h)
20240914-04:43:21 nb_generated 597 model 8 (finishes Sat 06:39 -- 407/h)
20240914-04:43:23 nb_generated 623 model 5 (finishes Sat 06:29 -- 432/h)
20240914-04:43:31 nb_generated 623 model 5 (finishes Sat 06:29 -- 431/h)
20240914-04:43:33 nb_generated 600 model 2 (finishes Sat 06:39 -- 409/h)
20240914-04:43:46 nb_generated 625 model 1 (finishes Sat 06:30 -- 430/h)
20240914-04:43:52 nb_generated 602 model 8 (finishes Sat 06:39 -- 408/h)
20240914-04:43:58 nb_generated 603 model 9 (finishes Sat 06:39 -- 409/h)
20240914-04:44:05 nb_generated 605 model 9 (finishes Sat 06:39 -- 409/h)
20240914-04:44:08 nb_generated 627 model 8 (finishes Sat 06:30 -- 430/h)
20240914-04:44:19 nb_generated 628 model 9 (finishes Sat 06:30 -- 429/h)
20240914-04:44:23 nb_generated 609 model 2 (finishes Sat 06:39 -- 409/h)
20240914-04:44:27 nb_generated 633 model 9 (finishes Sat 06:29 -- 432/h)
20240914-04:44:32 nb_generated 610 model 4 (finishes Sat 06:39 -- 409/h)
20240914-04:44:39 nb_generated 635 model 2 (finishes Sat 06:29 -- 432/h)
20240914-04:44:39 nb_generated 610 model 3 (finishes Sat 06:39 -- 408/h)
20240914-04:44:46 nb_generated 638 model 3 (finishes Sat 06:28 -- 434/h)
20240914-04:44:52 nb_generated 610 model 3 (finishes Sat 06:40 -- 407/h)
20240914-04:44:57 nb_generated 639 model 3 (finishes Sat 06:28 -- 434/h)
20240914-04:45:09 nb_generated 641 model 0 (finishes Sat 06:28 -- 435/h)
20240914-04:45:11 nb_generated 612 model 3 (finishes Sat 06:40 -- 407/h)
20240914-04:45:16 nb_generated 641 model 7 (finishes Sat 06:28 -- 434/h)
20240914-04:45:23 nb_generated 644 model 9 (finishes Sat 06:28 -- 435/h)
20240914-04:45:28 nb_generated 612 model 1 (finishes Sat 06:40 -- 405/h)
20240914-04:45:31 nb_generated 645 model 5 (finishes Sat 06:28 -- 435/h)
20240914-04:45:40 nb_generated 613 model 8 (finishes Sat 06:41 -- 405/h)
20240914-04:45:42 nb_generated 650 model 0 (finishes Sat 06:27 -- 437/h)
20240914-04:45:51 nb_generated 613 model 7 (finishes Sat 06:41 -- 404/h)
20240914-04:45:58 nb_generated 653 model 5 (finishes Sat 06:27 -- 436/h)
20240914-04:46:04 nb_generated 615 model 3 (finishes Sat 06:41 -- 404/h)
20240914-04:46:17 nb_generated 653 model 1 (finishes Sat 06:28 -- 434/h)
20240914-04:46:24 nb_generated 618 model 1 (finishes Sat 06:41 -- 404/h)
20240914-04:46:27 nb_generated 654 model 9 (finishes Sat 06:28 -- 433/h)
20240914-04:46:37 nb_generated 657 model 9 (finishes Sat 06:28 -- 434/h)
20240914-04:46:40 nb_generated 620 model 3 (finishes Sat 06:41 -- 403/h)
20240914-04:46:49 nb_generated 660 model 4 (finishes Sat 06:28 -- 435/h)
20240914-04:46:54 nb_generated 623 model 6 (finishes Sat 06:41 -- 404/h)
20240914-04:47:00 nb_generated 661 model 9 (finishes Sat 06:28 -- 435/h)
20240914-04:47:02 nb_generated 625 model 9 (finishes Sat 06:41 -- 405/h)
20240914-04:47:09 nb_generated 664 model 5 (finishes Sat 06:27 -- 437/h)
20240914-04:47:12 nb_generated 627 model 4 (finishes Sat 06:40 -- 405/h)
20240914-04:47:18 nb_generated 664 model 6 (finishes Sat 06:27 -- 436/h)
20240914-04:47:26 nb_generated 627 model 9 (finishes Sat 06:41 -- 404/h)
20240914-04:47:34 nb_generated 666 model 5 (finishes Sat 06:27 -- 436/h)
20240914-04:47:37 nb_generated 627 model 6 (finishes Sat 06:41 -- 403/h)
20240914-04:47:49 nb_generated 666 model 4 (finishes Sat 06:28 -- 434/h)
20240914-04:47:49 nb_generated 628 model 0 (finishes Sat 06:42 -- 403/h)
20240914-04:48:03 nb_generated 669 model 1 (finishes Sat 06:27 -- 435/h)
20240914-04:48:03 nb_generated 632 model 1 (finishes Sat 06:41 -- 405/h)
20240914-04:48:10 nb_generated 636 model 5 (finishes Sat 06:40 -- 406/h)
20240914-04:48:14 nb_generated 672 model 6 (finishes Sat 06:27 -- 436/h)
20240914-04:48:18 nb_generated 641 model 0 (finishes Sat 06:39 -- 407/h)
20240914-04:48:28 nb_generated 646 model 0 (finishes Sat 06:38 -- 410/h)
20240914-04:48:30 nb_generated 672 model 4 (finishes Sat 06:28 -- 434/h)
20240914-04:48:33 nb_generated 647 model 5 (finishes Sat 06:38 -- 410/h)
20240914-04:48:38 nb_generated 673 model 9 (finishes Sat 06:28 -- 434/h)
20240914-04:48:46 nb_generated 675 model 7 (finishes Sat 06:28 -- 435/h)
20240914-04:48:47 nb_generated 648 model 3 (finishes Sat 06:39 -- 409/h)
20240914-04:48:57 nb_generated 651 model 4 (finishes Sat 06:38 -- 410/h)
20240914-04:49:00 nb_generated 679 model 1 (finishes Sat 06:27 -- 437/h)
20240914-04:49:06 nb_generated 652 model 6 (finishes Sat 06:38 -- 410/h)
20240914-04:49:16 nb_generated 654 model 9 (finishes Sat 06:38 -- 410/h)
20240914-04:49:19 nb_generated 680 model 8 (finishes Sat 06:27 -- 436/h)
20240914-04:49:29 nb_generated 682 model 7 (finishes Sat 06:28 -- 435/h)
20240914-04:49:31 nb_generated 656 model 6 (finishes Sat 06:38 -- 410/h)
20240914-04:49:37 nb_generated 684 model 6 (finishes Sat 06:28 -- 435/h)
20240914-04:49:45 nb_generated 659 model 8 (finishes Sat 06:38 -- 411/h)
20240914-04:49:49 nb_generated 685 model 4 (finishes Sat 06:28 -- 435/h)
20240914-04:49:58 nb_generated 686 model 5 (finishes Sat 06:28 -- 435/h)
20240914-04:49:59 nb_generated 663 model 3 (finishes Sat 06:38 -- 411/h)
20240914-04:50:14 nb_generated 687 model 3 (finishes Sat 06:28 -- 434/h)
20240914-04:50:17 nb_generated 664 model 8 (finishes Sat 06:38 -- 410/h)
20240914-04:50:25 nb_generated 687 model 4 (finishes Sat 06:29 -- 433/h)
20240914-04:50:32 nb_generated 689 model 7 (finishes Sat 06:28 -- 434/h)
20240914-04:50:33 nb_generated 667 model 1 (finishes Sat 06:38 -- 411/h)
20240914-04:50:46 nb_generated 690 model 0 (finishes Sat 06:28 -- 433/h)
20240914-04:50:46 nb_generated 667 model 4 (finishes Sat 06:38 -- 410/h)
20240914-04:50:55 nb_generated 692 model 5 (finishes Sat 06:28 -- 433/h)
20240914-04:51:04 nb_generated 668 model 1 (finishes Sat 06:39 -- 409/h)
20240914-04:51:08 nb_generated 692 model 3 (finishes Sat 06:29 -- 432/h)
20240914-04:51:17 nb_generated 670 model 4 (finishes Sat 06:39 -- 409/h)
20240914-04:51:19 nb_generated 695 model 2 (finishes Sat 06:29 -- 432/h)
20240914-04:51:30 nb_generated 674 model 0 (finishes Sat 06:38 -- 411/h)
20240914-04:51:33 nb_generated 695 model 4 (finishes Sat 06:29 -- 431/h)
20240914-04:51:46 nb_generated 698 model 8 (finishes Sat 06:29 -- 432/h)
20240914-04:51:50 nb_generated 678 model 8 (finishes Sat 06:38 -- 411/h)
20240914-04:52:03 nb_generated 681 model 9 (finishes Sat 06:37 -- 412/h)
20240914-04:52:06 nb_generated 700 model 2 (finishes Sat 06:29 -- 432/h)
20240914-04:52:16 nb_generated 701 model 9 (finishes Sat 06:29 -- 431/h)
20240914-04:52:17 nb_generated 682 model 8 (finishes Sat 06:38 -- 411/h)
20240914-04:52:29 nb_generated 704 model 9 (finishes Sat 06:29 -- 431/h)
20240914-04:52:30 nb_generated 685 model 5 (finishes Sat 06:37 -- 412/h)
20240914-04:52:38 nb_generated 705 model 0 (finishes Sat 06:29 -- 431/h)
20240914-04:52:43 nb_generated 685 model 4 (finishes Sat 06:38 -- 411/h)
20240914-04:52:54 nb_generated 709 model 4 (finishes Sat 06:29 -- 432/h)
20240914-04:52:55 nb_generated 685 model 2 (finishes Sat 06:38 -- 410/h)
20240914-04:53:05 nb_generated 686 model 3 (finishes Sat 06:38 -- 409/h)
20240914-04:53:06 nb_generated 709 model 5 (finishes Sat 06:29 -- 431/h)
20240914-04:53:13 nb_generated 688 model 9 (finishes Sat 06:38 -- 409/h)
20240914-04:53:15 nb_generated 711 model 4 (finishes Sat 06:29 -- 431/h)
20240914-04:53:23 nb_generated 711 model 7 (finishes Sat 06:30 -- 430/h)
20240914-04:53:24 nb_generated 695 model 9 (finishes Sat 06:37 -- 413/h)
20240914-04:53:31 nb_generated 696 model 7 (finishes Sat 06:37 -- 412/h)
20240914-04:53:39 nb_generated 711 model 4 (finishes Sat 06:30 -- 429/h)
20240914-04:53:41 nb_generated 700 model 9 (finishes Sat 06:37 -- 413/h)
20240914-04:53:45 nb_generated 713 model 5 (finishes Sat 06:30 -- 430/h)
20240914-04:53:57 nb_generated 716 model 8 (finishes Sat 06:30 -- 430/h)
20240914-04:54:01 nb_generated 703 model 1 (finishes Sat 06:37 -- 414/h)
20240914-04:54:14 nb_generated 719 model 2 (finishes Sat 06:30 -- 430/h)
20240914-04:54:21 nb_generated 703 model 1 (finishes Sat 06:37 -- 412/h)
20240914-04:54:23 nb_generated 721 model 9 (finishes Sat 06:29 -- 431/h)
20240914-04:54:31 nb_generated 723 model 2 (finishes Sat 06:29 -- 432/h)
20240914-04:54:32 nb_generated 705 model 6 (finishes Sat 06:37 -- 412/h)
20240914-04:54:41 nb_generated 705 model 7 (finishes Sat 06:38 -- 411/h)
20240914-04:54:47 nb_generated 724 model 3 (finishes Sat 06:29 -- 431/h)
20240914-04:54:55 nb_generated 705 model 8 (finishes Sat 06:38 -- 410/h)
20240914-04:55:00 nb_generated 727 model 5 (finishes Sat 06:29 -- 431/h)
20240914-04:55:03 nb_generated 705 model 7 (finishes Sat 06:39 -- 409/h)
20240914-04:55:14 nb_generated 727 model 4 (finishes Sat 06:30 -- 430/h)
20240914-04:55:20 nb_generated 707 model 1 (finishes Sat 06:39 -- 409/h)
20240914-04:55:24 nb_generated 729 model 3 (finishes Sat 06:30 -- 430/h)
20240914-04:55:32 nb_generated 732 model 0 (finishes Sat 06:29 -- 431/h)
20240914-04:55:35 nb_generated 709 model 2 (finishes Sat 06:38 -- 409/h)
20240914-04:55:48 nb_generated 734 model 8 (finishes Sat 06:29 -- 431/h)
20240914-04:55:49 nb_generated 711 model 3 (finishes Sat 06:39 -- 409/h)
20240914-04:56:04 nb_generated 737 model 3 (finishes Sat 06:29 -- 432/h)
20240914-04:56:06 nb_generated 711 model 6 (finishes Sat 06:39 -- 407/h)
20240914-04:56:12 nb_generated 738 model 7 (finishes Sat 06:29 -- 432/h)
20240914-04:56:20 nb_generated 743 model 0 (finishes Sat 06:28 -- 435/h)
20240914-04:56:21 nb_generated 712 model 8 (finishes Sat 06:40 -- 407/h)
20240914-04:56:27 nb_generated 714 model 0 (finishes Sat 06:39 -- 408/h)
20240914-04:56:30 nb_generated 745 model 6 (finishes Sat 06:28 -- 435/h)
20240914-04:56:37 nb_generated 716 model 6 (finishes Sat 06:39 -- 408/h)
20240914-04:56:46 nb_generated 721 model 0 (finishes Sat 06:38 -- 409/h)
20240914-04:56:48 nb_generated 745 model 2 (finishes Sat 06:28 -- 433/h)
20240914-04:56:55 nb_generated 751 model 0 (finishes Sat 06:27 -- 437/h)
20240914-04:56:58 nb_generated 721 model 4 (finishes Sat 06:39 -- 408/h)
20240914-04:57:05 nb_generated 726 model 0 (finishes Sat 06:38 -- 410/h)
20240914-04:57:08 nb_generated 753 model 2 (finishes Sat 06:27 -- 436/h)
20240914-04:57:17 nb_generated 755 model 7 (finishes Sat 06:27 -- 437/h)
20240914-04:57:19 nb_generated 728 model 4 (finishes Sat 06:38 -- 409/h)
20240914-04:57:28 nb_generated 758 model 2 (finishes Sat 06:26 -- 438/h)
20240914-04:57:30 nb_generated 729 model 0 (finishes Sat 06:38 -- 409/h)
20240914-04:57:35 nb_generated 761 model 5 (finishes Sat 06:26 -- 440/h)
20240914-04:57:39 nb_generated 731 model 9 (finishes Sat 06:39 -- 408/h)
20240914-04:57:43 nb_generated 764 model 0 (finishes Sat 06:26 -- 440/h)
20240914-04:57:54 nb_generated 766 model 5 (finishes Sat 06:26 -- 440/h)
20240914-04:58:01 nb_generated 732 model 8 (finishes Sat 06:40 -- 407/h)
20240914-04:58:08 nb_generated 767 model 8 (finishes Sat 06:26 -- 440/h)
20240914-04:58:09 nb_generated 736 model 7 (finishes Sat 06:39 -- 408/h)
20240914-04:58:21 nb_generated 768 model 8 (finishes Sat 06:26 -- 439/h)
20240914-04:58:28 nb_generated 738 model 1 (finishes Sat 06:39 -- 408/h)
20240914-04:58:31 nb_generated 768 model 5 (finishes Sat 06:26 -- 438/h)
20240914-04:58:39 nb_generated 739 model 6 (finishes Sat 06:39 -- 408/h)
20240914-04:58:47 nb_generated 768 model 8 (finishes Sat 06:27 -- 437/h)
20240914-04:58:50 nb_generated 740 model 1 (finishes Sat 06:40 -- 407/h)
20240914-04:58:59 nb_generated 770 model 8 (finishes Sat 06:27 -- 437/h)
20240914-04:59:00 nb_generated 740 model 9 (finishes Sat 06:40 -- 406/h)
20240914-04:59:09 nb_generated 773 model 3 (finishes Sat 06:26 -- 439/h)
20240914-04:59:14 nb_generated 743 model 3 (finishes Sat 06:39 -- 407/h)
20240914-04:59:19 nb_generated 774 model 6 (finishes Sat 06:26 -- 438/h)
20240914-04:59:32 nb_generated 746 model 1 (finishes Sat 06:39 -- 408/h)
20240914-04:59:35 nb_generated 775 model 4 (finishes Sat 06:27 -- 438/h)
20240914-04:59:40 nb_generated 747 model 0 (finishes Sat 06:39 -- 408/h)
20240914-04:59:50 nb_generated 777 model 4 (finishes Sat 06:27 -- 438/h)
20240914-05:00:00 nb_generated 749 model 8 (finishes Sat 06:39 -- 408/h)
20240914-05:00:02 nb_generated 780 model 3 (finishes Sat 06:26 -- 439/h)
20240914-05:00:14 nb_generated 750 model 8 (finishes Sat 06:39 -- 407/h)
20240914-05:00:24 nb_generated 753 model 0 (finishes Sat 06:39 -- 409/h)
20240914-05:00:27 nb_generated 783 model 8 (finishes Sat 06:26 -- 438/h)
20240914-05:00:35 nb_generated 754 model 8 (finishes Sat 06:39 -- 408/h)
20240914-05:00:38 nb_generated 786 model 3 (finishes Sat 06:26 -- 439/h)
20240914-05:00:46 nb_generated 787 model 0 (finishes Sat 06:26 -- 439/h)
20240914-05:00:51 nb_generated 757 model 2 (finishes Sat 06:38 -- 409/h)
20240914-05:01:01 nb_generated 790 model 1 (finishes Sat 06:26 -- 439/h)
20240914-05:01:14 nb_generated 759 model 1 (finishes Sat 06:39 -- 409/h)
20240914-05:01:14 nb_generated 792 model 3 (finishes Sat 06:26 -- 440/h)
20240914-05:01:22 nb_generated 759 model 2 (finishes Sat 06:39 -- 408/h)
20240914-05:01:31 nb_generated 761 model 5 (finishes Sat 06:39 -- 409/h)
20240914-05:01:34 nb_generated 792 model 8 (finishes Sat 06:26 -- 438/h)
20240914-05:01:40 nb_generated 792 model 7 (finishes Sat 06:27 -- 438/h)
20240914-05:01:43 nb_generated 763 model 9 (finishes Sat 06:38 -- 409/h)
20240914-05:01:52 nb_generated 795 model 8 (finishes Sat 06:26 -- 438/h)
20240914-05:01:53 nb_generated 764 model 9 (finishes Sat 06:39 -- 409/h)
20240914-05:02:01 nb_generated 796 model 9 (finishes Sat 06:27 -- 438/h)
20240914-05:02:03 nb_generated 767 model 0 (finishes Sat 06:39 -- 409/h)
20240914-05:02:11 nb_generated 797 model 6 (finishes Sat 06:27 -- 438/h)
20240914-05:02:18 nb_generated 768 model 8 (finishes Sat 06:39 -- 409/h)
20240914-05:02:22 nb_generated 797 model 5 (finishes Sat 06:27 -- 437/h)
20240914-05:02:26 nb_generated 768 model 5 (finishes Sat 06:39 -- 408/h)
20240914-05:02:32 nb_generated 798 model 5 (finishes Sat 06:27 -- 437/h)
20240914-05:02:35 nb_generated 770 model 7 (finishes Sat 06:39 -- 409/h)
20240914-05:02:43 nb_generated 799 model 7 (finishes Sat 06:27 -- 436/h)
20240914-05:02:46 nb_generated 771 model 4 (finishes Sat 06:39 -- 408/h)
20240914-05:02:53 nb_generated 800 model 4 (finishes Sat 06:27 -- 436/h)
20240914-05:03:00 nb_generated 773 model 4 (finishes Sat 06:39 -- 409/h)
20240914-05:03:00 nb_generated 801 model 9 (finishes Sat 06:28 -- 435/h)
20240914-05:03:09 nb_generated 776 model 7 (finishes Sat 06:38 -- 409/h)
20240914-05:03:13 nb_generated 802 model 2 (finishes Sat 06:28 -- 435/h)
20240914-05:03:18 nb_generated 779 model 9 (finishes Sat 06:38 -- 411/h)
20240914-05:03:21 nb_generated 803 model 9 (finishes Sat 06:28 -- 435/h)
20240914-05:03:28 nb_generated 782 model 5 (finishes Sat 06:38 -- 411/h)
20240914-05:03:37 nb_generated 806 model 8 (finishes Sat 06:28 -- 435/h)
20240914-05:03:38 nb_generated 784 model 6 (finishes Sat 06:38 -- 411/h)
20240914-05:03:49 nb_generated 785 model 6 (finishes Sat 06:38 -- 410/h)
20240914-05:03:51 nb_generated 807 model 8 (finishes Sat 06:28 -- 433/h)
20240914-05:03:54 nb_generated 785 model 7 (finishes Sat 06:38 -- 410/h)
20240914-05:04:08 nb_generated 809 model 3 (finishes Sat 06:28 -- 433/h)
20240914-05:04:10 nb_generated 786 model 2 (finishes Sat 06:38 -- 409/h)
20240914-05:04:18 nb_generated 811 model 4 (finishes Sat 06:28 -- 433/h)
20240914-05:04:24 nb_generated 786 model 6 (finishes Sat 06:39 -- 408/h)
20240914-05:04:28 nb_generated 814 model 0 (finishes Sat 06:28 -- 435/h)
20240914-05:04:32 nb_generated 787 model 7 (finishes Sat 06:39 -- 408/h)
20240914-05:04:40 nb_generated 788 model 4 (finishes Sat 06:39 -- 409/h)
20240914-05:04:47 nb_generated 815 model 1 (finishes Sat 06:28 -- 434/h)
20240914-05:04:58 nb_generated 788 model 2 (finishes Sat 06:39 -- 407/h)
20240914-05:05:02 nb_generated 816 model 2 (finishes Sat 06:28 -- 433/h)
20240914-05:05:10 nb_generated 788 model 1 (finishes Sat 06:40 -- 406/h)
20240914-05:05:10 nb_generated 816 model 5 (finishes Sat 06:29 -- 432/h)
20240914-05:05:23 nb_generated 818 model 3 (finishes Sat 06:29 -- 433/h)
20240914-05:05:25 nb_generated 788 model 4 (finishes Sat 06:40 -- 405/h)
20240914-05:05:33 nb_generated 788 model 7 (finishes Sat 06:41 -- 405/h)
20240914-05:05:34 nb_generated 820 model 9 (finishes Sat 06:28 -- 433/h)
20240914-05:05:44 nb_generated 791 model 5 (finishes Sat 06:40 -- 405/h)
20240914-05:05:51 nb_generated 823 model 1 (finishes Sat 06:28 -- 434/h)
20240914-05:05:54 nb_generated 792 model 9 (finishes Sat 06:41 -- 404/h)
20240914-05:06:01 nb_generated 823 model 3 (finishes Sat 06:28 -- 433/h)
20240914-05:06:05 nb_generated 794 model 9 (finishes Sat 06:41 -- 404/h)
20240914-05:06:13 nb_generated 823 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:06:18 nb_generated 797 model 2 (finishes Sat 06:40 -- 405/h)
20240914-05:06:26 nb_generated 824 model 4 (finishes Sat 06:29 -- 432/h)
20240914-05:06:33 nb_generated 799 model 3 (finishes Sat 06:40 -- 405/h)
20240914-05:06:34 nb_generated 824 model 4 (finishes Sat 06:29 -- 431/h)
20240914-05:06:41 nb_generated 801 model 0 (finishes Sat 06:40 -- 406/h)
20240914-05:06:42 nb_generated 824 model 7 (finishes Sat 06:29 -- 430/h)
20240914-05:06:52 nb_generated 828 model 0 (finishes Sat 06:29 -- 432/h)
20240914-05:06:53 nb_generated 803 model 2 (finishes Sat 06:40 -- 406/h)
20240914-05:07:05 nb_generated 830 model 7 (finishes Sat 06:29 -- 433/h)
20240914-05:07:07 nb_generated 804 model 1 (finishes Sat 06:40 -- 406/h)
20240914-05:07:15 nb_generated 833 model 0 (finishes Sat 06:28 -- 433/h)
20240914-05:07:20 nb_generated 804 model 2 (finishes Sat 06:40 -- 405/h)
20240914-05:07:28 nb_generated 834 model 4 (finishes Sat 06:29 -- 433/h)
20240914-05:07:33 nb_generated 805 model 4 (finishes Sat 06:40 -- 405/h)
20240914-05:07:42 nb_generated 836 model 2 (finishes Sat 06:29 -- 432/h)
20240914-05:07:42 nb_generated 807 model 4 (finishes Sat 06:40 -- 405/h)
20240914-05:07:55 nb_generated 807 model 8 (finishes Sat 06:41 -- 405/h)
20240914-05:07:57 nb_generated 838 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:08:05 nb_generated 809 model 0 (finishes Sat 06:41 -- 404/h)
20240914-05:08:15 nb_generated 810 model 9 (finishes Sat 06:41 -- 404/h)
20240914-05:08:18 nb_generated 842 model 8 (finishes Sat 06:29 -- 433/h)
20240914-05:08:27 nb_generated 812 model 7 (finishes Sat 06:41 -- 403/h)
20240914-05:08:29 nb_generated 846 model 4 (finishes Sat 06:28 -- 434/h)
20240914-05:08:42 nb_generated 847 model 1 (finishes Sat 06:28 -- 433/h)
20240914-05:08:43 nb_generated 813 model 3 (finishes Sat 06:42 -- 402/h)
20240914-05:08:54 nb_generated 850 model 4 (finishes Sat 06:28 -- 434/h)
20240914-05:09:02 nb_generated 814 model 1 (finishes Sat 06:42 -- 402/h)
20240914-05:09:09 nb_generated 816 model 9 (finishes Sat 06:42 -- 402/h)
20240914-05:09:12 nb_generated 852 model 8 (finishes Sat 06:28 -- 434/h)
20240914-05:09:21 nb_generated 818 model 5 (finishes Sat 06:41 -- 403/h)
20240914-05:09:22 nb_generated 855 model 5 (finishes Sat 06:27 -- 435/h)
20240914-05:09:35 nb_generated 819 model 6 (finishes Sat 06:42 -- 402/h)
20240914-05:09:37 nb_generated 857 model 2 (finishes Sat 06:27 -- 436/h)
20240914-05:09:44 nb_generated 824 model 0 (finishes Sat 06:40 -- 405/h)
20240914-05:09:53 nb_generated 824 model 7 (finishes Sat 06:41 -- 404/h)
20240914-05:09:57 nb_generated 859 model 2 (finishes Sat 06:28 -- 435/h)
20240914-05:10:05 nb_generated 824 model 7 (finishes Sat 06:41 -- 404/h)
20240914-05:10:05 nb_generated 861 model 3 (finishes Sat 06:28 -- 435/h)
20240914-05:10:14 nb_generated 826 model 7 (finishes Sat 06:41 -- 404/h)
20240914-05:10:16 nb_generated 862 model 3 (finishes Sat 06:28 -- 435/h)
20240914-05:10:25 nb_generated 867 model 0 (finishes Sat 06:27 -- 436/h)
20240914-05:10:26 nb_generated 829 model 3 (finishes Sat 06:40 -- 405/h)
20240914-05:10:35 nb_generated 831 model 6 (finishes Sat 06:40 -- 406/h)
20240914-05:10:41 nb_generated 867 model 8 (finishes Sat 06:28 -- 435/h)
20240914-05:10:47 nb_generated 834 model 9 (finishes Sat 06:40 -- 406/h)
20240914-05:10:56 nb_generated 869 model 1 (finishes Sat 06:28 -- 435/h)
20240914-05:11:00 nb_generated 836 model 3 (finishes Sat 06:40 -- 406/h)
20240914-05:11:15 nb_generated 869 model 2 (finishes Sat 06:28 -- 433/h)
20240914-05:11:15 nb_generated 837 model 2 (finishes Sat 06:40 -- 406/h)
20240914-05:11:23 nb_generated 871 model 0 (finishes Sat 06:28 -- 434/h)
20240914-05:11:26 nb_generated 837 model 8 (finishes Sat 06:40 -- 405/h)
20240914-05:11:32 nb_generated 874 model 7 (finishes Sat 06:28 -- 434/h)
20240914-05:11:36 nb_generated 840 model 5 (finishes Sat 06:40 -- 406/h)
20240914-05:11:43 nb_generated 876 model 7 (finishes Sat 06:28 -- 435/h)
20240914-05:11:52 nb_generated 878 model 5 (finishes Sat 06:28 -- 435/h)
20240914-05:11:53 nb_generated 842 model 3 (finishes Sat 06:40 -- 406/h)
20240914-05:11:59 nb_generated 883 model 0 (finishes Sat 06:27 -- 437/h)
20240914-05:12:07 nb_generated 844 model 4 (finishes Sat 06:40 -- 406/h)
20240914-05:12:09 nb_generated 885 model 3 (finishes Sat 06:27 -- 438/h)
20240914-05:12:20 nb_generated 844 model 6 (finishes Sat 06:40 -- 405/h)
20240914-05:12:26 nb_generated 887 model 8 (finishes Sat 06:27 -- 438/h)
20240914-05:12:36 nb_generated 846 model 1 (finishes Sat 06:40 -- 405/h)
20240914-05:12:40 nb_generated 888 model 2 (finishes Sat 06:27 -- 437/h)
20240914-05:12:46 nb_generated 846 model 5 (finishes Sat 06:41 -- 405/h)
20240914-05:12:55 nb_generated 889 model 1 (finishes Sat 06:27 -- 436/h)
20240914-05:13:02 nb_generated 847 model 5 (finishes Sat 06:41 -- 404/h)
20240914-05:13:08 nb_generated 889 model 4 (finishes Sat 06:28 -- 435/h)
20240914-05:13:17 nb_generated 894 model 2 (finishes Sat 06:27 -- 436/h)
20240914-05:13:24 nb_generated 849 model 8 (finishes Sat 06:41 -- 404/h)
20240914-05:13:29 nb_generated 895 model 5 (finishes Sat 06:27 -- 436/h)
20240914-05:13:38 nb_generated 895 model 7 (finishes Sat 06:27 -- 435/h)
20240914-05:13:48 nb_generated 850 model 8 (finishes Sat 06:42 -- 402/h)
20240914-05:13:49 nb_generated 895 model 7 (finishes Sat 06:28 -- 435/h)
20240914-05:13:56 nb_generated 896 model 2 (finishes Sat 06:28 -- 435/h)
20240914-05:13:59 nb_generated 851 model 7 (finishes Sat 06:42 -- 401/h)
20240914-05:14:04 nb_generated 898 model 5 (finishes Sat 06:28 -- 435/h)
20240914-05:14:11 nb_generated 856 model 1 (finishes Sat 06:41 -- 404/h)
20240914-05:14:18 nb_generated 856 model 7 (finishes Sat 06:41 -- 403/h)
20240914-05:14:24 nb_generated 898 model 8 (finishes Sat 06:28 -- 434/h)
20240914-05:14:29 nb_generated 856 model 7 (finishes Sat 06:42 -- 402/h)
20240914-05:14:36 nb_generated 898 model 4 (finishes Sat 06:28 -- 433/h)
20240914-05:14:39 nb_generated 861 model 0 (finishes Sat 06:40 -- 405/h)
20240914-05:14:47 nb_generated 898 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:14:47 nb_generated 862 model 5 (finishes Sat 06:40 -- 405/h)
20240914-05:14:56 nb_generated 901 model 0 (finishes Sat 06:29 -- 433/h)
20240914-05:15:04 nb_generated 863 model 1 (finishes Sat 06:41 -- 404/h)
20240914-05:15:10 nb_generated 902 model 8 (finishes Sat 06:29 -- 432/h)
20240914-05:15:20 nb_generated 903 model 9 (finishes Sat 06:29 -- 432/h)
20240914-05:15:23 nb_generated 864 model 1 (finishes Sat 06:41 -- 404/h)
20240914-05:15:32 nb_generated 904 model 2 (finishes Sat 06:29 -- 432/h)
20240914-05:15:37 nb_generated 865 model 8 (finishes Sat 06:41 -- 403/h)
20240914-05:15:45 nb_generated 906 model 2 (finishes Sat 06:29 -- 432/h)
20240914-05:15:57 nb_generated 865 model 2 (finishes Sat 06:42 -- 402/h)
20240914-05:15:57 nb_generated 906 model 5 (finishes Sat 06:29 -- 431/h)
20240914-05:16:06 nb_generated 866 model 9 (finishes Sat 06:42 -- 402/h)
20240914-05:16:18 nb_generated 907 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:16:20 nb_generated 866 model 1 (finishes Sat 06:42 -- 401/h)
20240914-05:16:27 nb_generated 911 model 0 (finishes Sat 06:29 -- 431/h)
20240914-05:16:30 nb_generated 869 model 5 (finishes Sat 06:42 -- 402/h)
20240914-05:16:43 nb_generated 870 model 4 (finishes Sat 06:42 -- 402/h)
20240914-05:16:47 nb_generated 912 model 1 (finishes Sat 06:30 -- 430/h)
20240914-05:16:51 nb_generated 871 model 9 (finishes Sat 06:42 -- 402/h)
20240914-05:16:58 nb_generated 877 model 0 (finishes Sat 06:40 -- 405/h)
20240914-05:17:04 nb_generated 878 model 7 (finishes Sat 06:40 -- 405/h)
20240914-05:17:06 nb_generated 917 model 3 (finishes Sat 06:29 -- 431/h)
20240914-05:17:18 nb_generated 918 model 4 (finishes Sat 06:29 -- 430/h)
20240914-05:17:21 nb_generated 879 model 6 (finishes Sat 06:41 -- 405/h)
20240914-05:17:31 nb_generated 880 model 9 (finishes Sat 06:41 -- 405/h)
20240914-05:17:40 nb_generated 921 model 8 (finishes Sat 06:29 -- 431/h)
20240914-05:17:45 nb_generated 880 model 4 (finishes Sat 06:41 -- 404/h)
20240914-05:17:53 nb_generated 921 model 4 (finishes Sat 06:30 -- 430/h)
20240914-05:17:58 nb_generated 883 model 3 (finishes Sat 06:41 -- 405/h)
20240914-05:18:03 nb_generated 925 model 9 (finishes Sat 06:29 -- 431/h)
20240914-05:18:12 nb_generated 928 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:18:15 nb_generated 887 model 2 (finishes Sat 06:41 -- 405/h)
20240914-05:18:24 nb_generated 887 model 9 (finishes Sat 06:41 -- 404/h)
20240914-05:18:26 nb_generated 930 model 4 (finishes Sat 06:29 -- 432/h)
20240914-05:18:37 nb_generated 888 model 3 (finishes Sat 06:41 -- 404/h)
20240914-05:18:46 nb_generated 931 model 2 (finishes Sat 06:29 -- 431/h)
20240914-05:18:49 nb_generated 890 model 0 (finishes Sat 06:41 -- 404/h)
20240914-05:18:57 nb_generated 935 model 2 (finishes Sat 06:29 -- 432/h)
20240914-05:19:08 nb_generated 893 model 8 (finishes Sat 06:41 -- 404/h)
20240914-05:19:13 nb_generated 939 model 3 (finishes Sat 06:29 -- 433/h)
20240914-05:19:16 nb_generated 895 model 0 (finishes Sat 06:41 -- 404/h)
20240914-05:19:24 nb_generated 940 model 9 (finishes Sat 06:29 -- 433/h)
20240914-05:19:32 nb_generated 895 model 5 (finishes Sat 06:41 -- 403/h)
20240914-05:19:41 nb_generated 942 model 1 (finishes Sat 06:29 -- 433/h)
20240914-05:19:43 nb_generated 896 model 5 (finishes Sat 06:41 -- 403/h)
20240914-05:19:54 nb_generated 899 model 0 (finishes Sat 06:41 -- 403/h)
20240914-05:19:55 nb_generated 942 model 5 (finishes Sat 06:29 -- 432/h)
20240914-05:20:05 nb_generated 901 model 0 (finishes Sat 06:41 -- 403/h)
20240914-05:20:12 nb_generated 945 model 3 (finishes Sat 06:29 -- 432/h)
20240914-05:20:25 nb_generated 904 model 1 (finishes Sat 06:42 -- 402/h)
20240914-05:20:35 nb_generated 946 model 8 (finishes Sat 06:29 -- 431/h)
20240914-05:20:35 nb_generated 907 model 3 (finishes Sat 06:41 -- 403/h)
20240914-05:20:46 nb_generated 911 model 0 (finishes Sat 06:41 -- 404/h)
20240914-05:20:52 nb_generated 946 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:20:56 nb_generated 918 model 0 (finishes Sat 06:40 -- 406/h)
20240914-05:21:03 nb_generated 923 model 9 (finishes Sat 06:39 -- 408/h)
20240914-05:21:05 nb_generated 948 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:21:16 nb_generated 948 model 3 (finishes Sat 06:30 -- 428/h)
20240914-05:21:16 nb_generated 925 model 3 (finishes Sat 06:39 -- 408/h)
20240914-05:21:24 nb_generated 928 model 9 (finishes Sat 06:39 -- 408/h)
20240914-05:21:31 nb_generated 952 model 4 (finishes Sat 06:30 -- 429/h)
20240914-05:21:36 nb_generated 928 model 9 (finishes Sat 06:39 -- 408/h)
20240914-05:21:41 nb_generated 952 model 9 (finishes Sat 06:30 -- 428/h)
20240914-05:21:50 nb_generated 953 model 6 (finishes Sat 06:30 -- 428/h)
20240914-05:21:51 nb_generated 929 model 2 (finishes Sat 06:39 -- 407/h)
20240914-05:21:59 nb_generated 954 model 3 (finishes Sat 06:30 -- 428/h)
20240914-05:22:08 nb_generated 957 model 0 (finishes Sat 06:30 -- 429/h)
20240914-05:22:09 nb_generated 933 model 9 (finishes Sat 06:39 -- 408/h)
20240914-05:22:18 nb_generated 957 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:22:19 nb_generated 936 model 3 (finishes Sat 06:39 -- 409/h)
20240914-05:22:27 nb_generated 960 model 5 (finishes Sat 06:30 -- 430/h)
20240914-05:22:32 nb_generated 937 model 6 (finishes Sat 06:39 -- 409/h)
20240914-05:22:43 nb_generated 940 model 0 (finishes Sat 06:39 -- 409/h)
20240914-05:22:46 nb_generated 962 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:22:55 nb_generated 966 model 0 (finishes Sat 06:29 -- 431/h)
20240914-05:22:59 nb_generated 941 model 3 (finishes Sat 06:39 -- 409/h)
20240914-05:23:08 nb_generated 946 model 0 (finishes Sat 06:38 -- 410/h)
20240914-05:23:11 nb_generated 966 model 1 (finishes Sat 06:30 -- 430/h)
20240914-05:23:18 nb_generated 948 model 3 (finishes Sat 06:38 -- 410/h)
20240914-05:23:18 nb_generated 966 model 6 (finishes Sat 06:30 -- 429/h)
20240914-05:23:31 nb_generated 967 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:23:37 nb_generated 951 model 3 (finishes Sat 06:38 -- 411/h)
20240914-05:23:44 nb_generated 967 model 1 (finishes Sat 06:30 -- 428/h)
20240914-05:23:54 nb_generated 969 model 2 (finishes Sat 06:30 -- 428/h)
20240914-05:23:56 nb_generated 954 model 2 (finishes Sat 06:38 -- 411/h)
20240914-05:24:05 nb_generated 955 model 7 (finishes Sat 06:38 -- 411/h)
20240914-05:24:10 nb_generated 971 model 4 (finishes Sat 06:30 -- 429/h)
20240914-05:24:16 nb_generated 956 model 5 (finishes Sat 06:38 -- 411/h)
20240914-05:24:20 nb_generated 974 model 9 (finishes Sat 06:30 -- 429/h)
20240914-05:24:29 nb_generated 956 model 1 (finishes Sat 06:38 -- 410/h)
20240914-05:24:39 nb_generated 975 model 4 (finishes Sat 06:30 -- 428/h)
20240914-05:24:42 nb_generated 958 model 5 (finishes Sat 06:38 -- 410/h)
20240914-05:24:55 nb_generated 975 model 1 (finishes Sat 06:31 -- 427/h)
20240914-05:24:57 nb_generated 961 model 1 (finishes Sat 06:38 -- 411/h)
20240914-05:25:08 nb_generated 977 model 1 (finishes Sat 06:31 -- 427/h)
20240914-05:25:14 nb_generated 964 model 8 (finishes Sat 06:37 -- 412/h)
20240914-05:25:19 nb_generated 979 model 5 (finishes Sat 06:31 -- 428/h)
20240914-05:25:28 nb_generated 982 model 9 (finishes Sat 06:30 -- 428/h)
20240914-05:25:30 nb_generated 966 model 3 (finishes Sat 06:38 -- 411/h)
20240914-05:25:37 nb_generated 982 model 5 (finishes Sat 06:31 -- 428/h)
20240914-05:25:39 nb_generated 969 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:25:49 nb_generated 971 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:25:54 nb_generated 984 model 2 (finishes Sat 06:31 -- 428/h)
20240914-05:26:01 nb_generated 974 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:26:09 nb_generated 985 model 2 (finishes Sat 06:31 -- 427/h)
20240914-05:26:11 nb_generated 977 model 6 (finishes Sat 06:36 -- 415/h)
20240914-05:26:19 nb_generated 979 model 9 (finishes Sat 06:36 -- 415/h)
20240914-05:26:21 nb_generated 987 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:26:27 nb_generated 981 model 0 (finishes Sat 06:36 -- 415/h)
20240914-05:26:32 nb_generated 989 model 0 (finishes Sat 06:31 -- 427/h)
20240914-05:26:36 nb_generated 984 model 5 (finishes Sat 06:36 -- 416/h)
20240914-05:26:41 nb_generated 989 model 9 (finishes Sat 06:31 -- 426/h)
20240914-05:26:47 nb_generated 986 model 6 (finishes Sat 06:35 -- 416/h)
20240914-05:26:55 nb_generated 991 model 9 (finishes Sat 06:31 -- 427/h)
20240914-05:27:00 nb_generated 990 model 8 (finishes Sat 06:35 -- 418/h)
20240914-05:27:02 nb_generated 994 model 0 (finishes Sat 06:31 -- 428/h)
20240914-05:27:07 nb_generated 992 model 6 (finishes Sat 06:35 -- 418/h)
20240914-05:27:12 nb_generated 997 model 9 (finishes Sat 06:31 -- 428/h)
20240914-05:27:15 nb_generated 992 model 0 (finishes Sat 06:35 -- 418/h)
20240914-05:27:22 nb_generated 999 model 7 (finishes Sat 06:30 -- 428/h)
20240914-05:27:30 nb_generated 992 model 8 (finishes Sat 06:35 -- 417/h)
20240914-05:27:31 nb_generated 1002 model 5 (finishes Sat 06:30 -- 429/h)
20240914-05:27:41 nb_generated 1004 model 8 (finishes Sat 06:30 -- 429/h)
20240914-05:27:43 nb_generated 994 model 6 (finishes Sat 06:35 -- 417/h)
20240914-05:27:56 nb_generated 1005 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:28:01 nb_generated 995 model 4 (finishes Sat 06:35 -- 416/h)
20240914-05:28:12 nb_generated 1005 model 2 (finishes Sat 06:30 -- 428/h)
20240914-05:28:17 nb_generated 996 model 8 (finishes Sat 06:36 -- 415/h)
20240914-05:28:24 nb_generated 1006 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:28:27 nb_generated 997 model 9 (finishes Sat 06:36 -- 415/h)
20240914-05:28:35 nb_generated 1009 model 4 (finishes Sat 06:31 -- 428/h)
20240914-05:28:38 nb_generated 997 model 3 (finishes Sat 06:36 -- 415/h)
20240914-05:28:45 nb_generated 1012 model 9 (finishes Sat 06:31 -- 428/h)
20240914-05:28:50 nb_generated 997 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:28:54 nb_generated 1013 model 5 (finishes Sat 06:31 -- 428/h)
20240914-05:29:01 nb_generated 997 model 3 (finishes Sat 06:37 -- 413/h)
20240914-05:29:08 nb_generated 1013 model 5 (finishes Sat 06:31 -- 427/h)
20240914-05:29:09 nb_generated 1001 model 0 (finishes Sat 06:36 -- 414/h)
20240914-05:29:18 nb_generated 1016 model 9 (finishes Sat 06:31 -- 428/h)
20240914-05:29:19 nb_generated 1004 model 6 (finishes Sat 06:36 -- 415/h)
20240914-05:29:30 nb_generated 1019 model 1 (finishes Sat 06:30 -- 428/h)
20240914-05:29:37 nb_generated 1005 model 6 (finishes Sat 06:36 -- 415/h)
20240914-05:29:41 nb_generated 1019 model 7 (finishes Sat 06:31 -- 428/h)
20240914-05:29:48 nb_generated 1006 model 2 (finishes Sat 06:36 -- 415/h)
20240914-05:29:48 nb_generated 1022 model 5 (finishes Sat 06:30 -- 428/h)
20240914-05:29:59 nb_generated 1026 model 6 (finishes Sat 06:30 -- 429/h)
20240914-05:30:03 nb_generated 1008 model 3 (finishes Sat 06:36 -- 415/h)
20240914-05:30:12 nb_generated 1009 model 5 (finishes Sat 06:36 -- 415/h)
20240914-05:30:16 nb_generated 1028 model 1 (finishes Sat 06:30 -- 429/h)
20240914-05:30:22 nb_generated 1013 model 0 (finishes Sat 06:35 -- 416/h)
20240914-05:30:29 nb_generated 1030 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:30:33 nb_generated 1014 model 4 (finishes Sat 06:35 -- 416/h)
20240914-05:30:46 nb_generated 1015 model 9 (finishes Sat 06:36 -- 416/h)
20240914-05:30:48 nb_generated 1032 model 1 (finishes Sat 06:30 -- 429/h)
20240914-05:30:54 nb_generated 1035 model 5 (finishes Sat 06:30 -- 430/h)
20240914-05:30:55 nb_generated 1016 model 5 (finishes Sat 06:36 -- 416/h)
20240914-05:31:02 nb_generated 1016 model 7 (finishes Sat 06:36 -- 415/h)
20240914-05:31:09 nb_generated 1036 model 2 (finishes Sat 06:30 -- 430/h)
20240914-05:31:14 nb_generated 1020 model 6 (finishes Sat 06:36 -- 416/h)
20240914-05:31:18 nb_generated 1038 model 9 (finishes Sat 06:30 -- 430/h)
20240914-05:31:23 nb_generated 1022 model 5 (finishes Sat 06:36 -- 416/h)
20240914-05:31:30 nb_generated 1040 model 2 (finishes Sat 06:30 -- 430/h)
20240914-05:31:31 nb_generated 1025 model 2 (finishes Sat 06:35 -- 417/h)
20240914-05:31:45 nb_generated 1043 model 2 (finishes Sat 06:29 -- 430/h)
20240914-05:31:46 nb_generated 1026 model 8 (finishes Sat 06:35 -- 416/h)
20240914-05:31:57 nb_generated 1045 model 6 (finishes Sat 06:29 -- 431/h)
20240914-05:32:02 nb_generated 1026 model 8 (finishes Sat 06:36 -- 415/h)
20240914-05:32:08 nb_generated 1049 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:32:11 nb_generated 1026 model 5 (finishes Sat 06:36 -- 415/h)
20240914-05:32:30 nb_generated 1050 model 2 (finishes Sat 06:29 -- 431/h)
20240914-05:32:32 nb_generated 1027 model 4 (finishes Sat 06:37 -- 414/h)
20240914-05:32:46 nb_generated 1053 model 6 (finishes Sat 06:30 -- 430/h)
20240914-05:32:46 nb_generated 1027 model 8 (finishes Sat 06:37 -- 413/h)
20240914-05:33:01 nb_generated 1054 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:33:08 nb_generated 1030 model 1 (finishes Sat 06:37 -- 413/h)
20240914-05:33:11 nb_generated 1055 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:33:24 nb_generated 1033 model 4 (finishes Sat 06:37 -- 414/h)
20240914-05:33:25 nb_generated 1056 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:33:39 nb_generated 1037 model 2 (finishes Sat 06:36 -- 414/h)
20240914-05:33:42 nb_generated 1058 model 4 (finishes Sat 06:30 -- 429/h)
20240914-05:33:49 nb_generated 1039 model 8 (finishes Sat 06:36 -- 415/h)
20240914-05:33:52 nb_generated 1059 model 3 (finishes Sat 06:30 -- 428/h)
20240914-05:34:03 nb_generated 1062 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:34:10 nb_generated 1039 model 1 (finishes Sat 06:37 -- 414/h)
20240914-05:34:16 nb_generated 1064 model 3 (finishes Sat 06:30 -- 429/h)
20240914-05:34:26 nb_generated 1041 model 2 (finishes Sat 06:37 -- 414/h)
20240914-05:34:33 nb_generated 1066 model 5 (finishes Sat 06:30 -- 429/h)
20240914-05:34:37 nb_generated 1044 model 9 (finishes Sat 06:36 -- 414/h)
20240914-05:34:39 nb_generated 1068 model 9 (finishes Sat 06:30 -- 429/h)
20240914-05:34:51 nb_generated 1044 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:34:56 nb_generated 1069 model 1 (finishes Sat 06:30 -- 429/h)
20240914-05:34:59 nb_generated 1044 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:35:09 nb_generated 1069 model 8 (finishes Sat 06:31 -- 428/h)
20240914-05:35:13 nb_generated 1047 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:35:18 nb_generated 1073 model 5 (finishes Sat 06:30 -- 429/h)
20240914-05:35:22 nb_generated 1048 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:35:32 nb_generated 1049 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:35:37 nb_generated 1074 model 8 (finishes Sat 06:30 -- 428/h)
20240914-05:35:46 nb_generated 1074 model 7 (finishes Sat 06:31 -- 428/h)
20240914-05:35:46 nb_generated 1051 model 4 (finishes Sat 06:37 -- 413/h)
20240914-05:35:54 nb_generated 1075 model 7 (finishes Sat 06:31 -- 428/h)
20240914-05:35:59 nb_generated 1057 model 0 (finishes Sat 06:36 -- 414/h)
20240914-05:36:06 nb_generated 1078 model 3 (finishes Sat 06:31 -- 428/h)
20240914-05:36:12 nb_generated 1058 model 2 (finishes Sat 06:37 -- 414/h)
20240914-05:36:14 nb_generated 1079 model 5 (finishes Sat 06:31 -- 428/h)
20240914-05:36:25 nb_generated 1082 model 3 (finishes Sat 06:30 -- 428/h)
20240914-05:36:26 nb_generated 1062 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:36:32 nb_generated 1082 model 4 (finishes Sat 06:31 -- 428/h)
20240914-05:36:38 nb_generated 1063 model 7 (finishes Sat 06:37 -- 414/h)
20240914-05:36:47 nb_generated 1064 model 5 (finishes Sat 06:37 -- 413/h)
20240914-05:36:55 nb_generated 1082 model 8 (finishes Sat 06:31 -- 426/h)
20240914-05:36:59 nb_generated 1066 model 3 (finishes Sat 06:36 -- 414/h)
20240914-05:37:13 nb_generated 1067 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:37:13 nb_generated 1083 model 1 (finishes Sat 06:31 -- 426/h)
20240914-05:37:25 nb_generated 1068 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:37:27 nb_generated 1086 model 8 (finishes Sat 06:31 -- 427/h)
20240914-05:37:34 nb_generated 1070 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:37:41 nb_generated 1089 model 1 (finishes Sat 06:31 -- 427/h)
20240914-05:37:43 nb_generated 1070 model 9 (finishes Sat 06:37 -- 412/h)
20240914-05:37:47 nb_generated 1090 model 5 (finishes Sat 06:31 -- 427/h)
20240914-05:37:56 nb_generated 1070 model 9 (finishes Sat 06:37 -- 412/h)
20240914-05:37:58 nb_generated 1094 model 9 (finishes Sat 06:31 -- 428/h)
20240914-05:38:04 nb_generated 1072 model 7 (finishes Sat 06:37 -- 412/h)
20240914-05:38:09 nb_generated 1097 model 4 (finishes Sat 06:30 -- 428/h)
20240914-05:38:16 nb_generated 1073 model 6 (finishes Sat 06:37 -- 412/h)
20240914-05:38:19 nb_generated 1101 model 0 (finishes Sat 06:30 -- 429/h)
20240914-05:38:26 nb_generated 1075 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:38:29 nb_generated 1102 model 6 (finishes Sat 06:30 -- 429/h)
20240914-05:38:36 nb_generated 1078 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:38:50 nb_generated 1103 model 8 (finishes Sat 06:30 -- 428/h)
20240914-05:38:54 nb_generated 1080 model 2 (finishes Sat 06:37 -- 413/h)
20240914-05:38:58 nb_generated 1104 model 5 (finishes Sat 06:30 -- 428/h)
20240914-05:39:05 nb_generated 1080 model 4 (finishes Sat 06:37 -- 413/h)
20240914-05:39:06 nb_generated 1104 model 7 (finishes Sat 06:31 -- 428/h)
20240914-05:39:20 nb_generated 1083 model 1 (finishes Sat 06:37 -- 413/h)
20240914-05:39:20 nb_generated 1105 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:39:30 nb_generated 1083 model 1 (finishes Sat 06:37 -- 412/h)
20240914-05:39:33 nb_generated 1107 model 3 (finishes Sat 06:31 -- 428/h)
20240914-05:39:37 nb_generated 1086 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:39:45 nb_generated 1107 model 1 (finishes Sat 06:31 -- 427/h)
20240914-05:39:46 nb_generated 1089 model 2 (finishes Sat 06:36 -- 414/h)
20240914-05:39:55 nb_generated 1091 model 0 (finishes Sat 06:36 -- 414/h)
20240914-05:39:57 nb_generated 1109 model 2 (finishes Sat 06:31 -- 427/h)
20240914-05:40:03 nb_generated 1092 model 0 (finishes Sat 06:36 -- 414/h)
20240914-05:40:11 nb_generated 1112 model 3 (finishes Sat 06:31 -- 426/h)
20240914-05:40:12 nb_generated 1093 model 5 (finishes Sat 06:36 -- 414/h)
20240914-05:40:24 nb_generated 1114 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:40:28 nb_generated 1096 model 3 (finishes Sat 06:36 -- 414/h)
20240914-05:40:36 nb_generated 1117 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:40:42 nb_generated 1097 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:40:47 nb_generated 1120 model 3 (finishes Sat 06:31 -- 427/h)
20240914-05:40:52 nb_generated 1098 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:40:57 nb_generated 1124 model 5 (finishes Sat 06:31 -- 428/h)
20240914-05:41:06 nb_generated 1100 model 9 (finishes Sat 06:36 -- 414/h)
20240914-05:41:06 nb_generated 1127 model 0 (finishes Sat 06:30 -- 428/h)
20240914-05:41:14 nb_generated 1100 model 7 (finishes Sat 06:37 -- 414/h)
20240914-05:41:15 nb_generated 1129 model 7 (finishes Sat 06:30 -- 428/h)
20240914-05:41:22 nb_generated 1105 model 0 (finishes Sat 06:36 -- 415/h)
20240914-05:41:26 nb_generated 1131 model 5 (finishes Sat 06:30 -- 428/h)
20240914-05:41:33 nb_generated 1106 model 5 (finishes Sat 06:36 -- 415/h)
20240914-05:41:46 nb_generated 1131 model 1 (finishes Sat 06:31 -- 427/h)
20240914-05:41:47 nb_generated 1106 model 6 (finishes Sat 06:36 -- 414/h)
20240914-05:41:54 nb_generated 1134 model 9 (finishes Sat 06:31 -- 428/h)
20240914-05:41:58 nb_generated 1107 model 5 (finishes Sat 06:37 -- 413/h)
20240914-05:42:02 nb_generated 1136 model 3 (finishes Sat 06:31 -- 428/h)
20240914-05:42:06 nb_generated 1109 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:42:10 nb_generated 1139 model 6 (finishes Sat 06:30 -- 429/h)
20240914-05:42:17 nb_generated 1110 model 8 (finishes Sat 06:37 -- 413/h)
20240914-05:42:21 nb_generated 1142 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:42:28 nb_generated 1145 model 5 (finishes Sat 06:30 -- 430/h)
20240914-05:42:33 nb_generated 1113 model 4 (finishes Sat 06:37 -- 413/h)
20240914-05:42:36 nb_generated 1146 model 9 (finishes Sat 06:30 -- 430/h)
20240914-05:42:47 nb_generated 1114 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:42:53 nb_generated 1149 model 5 (finishes Sat 06:29 -- 430/h)
20240914-05:43:00 nb_generated 1152 model 9 (finishes Sat 06:29 -- 431/h)
20240914-05:43:00 nb_generated 1114 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:43:15 nb_generated 1154 model 2 (finishes Sat 06:29 -- 431/h)
20240914-05:43:20 nb_generated 1116 model 1 (finishes Sat 06:37 -- 412/h)
20240914-05:43:28 nb_generated 1159 model 0 (finishes Sat 06:29 -- 431/h)
20240914-05:43:33 nb_generated 1116 model 3 (finishes Sat 06:38 -- 411/h)
20240914-05:43:38 nb_generated 1161 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:43:41 nb_generated 1120 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:43:46 nb_generated 1163 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:43:50 nb_generated 1121 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:43:56 nb_generated 1164 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:43:59 nb_generated 1123 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:44:04 nb_generated 1166 model 6 (finishes Sat 06:29 -- 432/h)
20240914-05:44:09 nb_generated 1125 model 7 (finishes Sat 06:37 -- 412/h)
20240914-05:44:15 nb_generated 1169 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:44:24 nb_generated 1170 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:44:31 nb_generated 1126 model 3 (finishes Sat 06:38 -- 411/h)
20240914-05:44:35 nb_generated 1173 model 2 (finishes Sat 06:29 -- 433/h)
20240914-05:44:40 nb_generated 1127 model 2 (finishes Sat 06:38 -- 411/h)
20240914-05:44:47 nb_generated 1129 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:44:54 nb_generated 1176 model 1 (finishes Sat 06:28 -- 433/h)
20240914-05:44:56 nb_generated 1131 model 8 (finishes Sat 06:37 -- 412/h)
20240914-05:45:05 nb_generated 1133 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:45:14 nb_generated 1134 model 9 (finishes Sat 06:37 -- 412/h)
20240914-05:45:16 nb_generated 1178 model 8 (finishes Sat 06:29 -- 433/h)
20240914-05:45:24 nb_generated 1180 model 0 (finishes Sat 06:28 -- 433/h)
20240914-05:45:25 nb_generated 1135 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:45:36 nb_generated 1136 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:45:37 nb_generated 1183 model 0 (finishes Sat 06:28 -- 433/h)
20240914-05:45:48 nb_generated 1138 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:45:54 nb_generated 1183 model 2 (finishes Sat 06:29 -- 432/h)
20240914-05:46:00 nb_generated 1142 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:46:02 nb_generated 1183 model 7 (finishes Sat 06:29 -- 432/h)
20240914-05:46:09 nb_generated 1144 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:46:20 nb_generated 1184 model 8 (finishes Sat 06:29 -- 431/h)
20240914-05:46:31 nb_generated 1145 model 8 (finishes Sat 06:37 -- 412/h)
20240914-05:46:40 nb_generated 1146 model 0 (finishes Sat 06:37 -- 412/h)
20240914-05:46:41 nb_generated 1184 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:46:47 nb_generated 1147 model 7 (finishes Sat 06:37 -- 412/h)
20240914-05:46:51 nb_generated 1186 model 9 (finishes Sat 06:30 -- 430/h)
20240914-05:46:59 nb_generated 1150 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:47:08 nb_generated 1153 model 0 (finishes Sat 06:36 -- 414/h)
20240914-05:47:10 nb_generated 1186 model 4 (finishes Sat 06:30 -- 429/h)
20240914-05:47:20 nb_generated 1187 model 4 (finishes Sat 06:30 -- 429/h)
20240914-05:47:23 nb_generated 1154 model 8 (finishes Sat 06:37 -- 413/h)
20240914-05:47:26 nb_generated 1190 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:47:34 nb_generated 1157 model 4 (finishes Sat 06:36 -- 414/h)
20240914-05:47:34 nb_generated 1192 model 6 (finishes Sat 06:30 -- 430/h)
20240914-05:47:43 nb_generated 1195 model 9 (finishes Sat 06:30 -- 430/h)
20240914-05:47:44 nb_generated 1157 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:47:56 nb_generated 1159 model 6 (finishes Sat 06:37 -- 414/h)
20240914-05:47:58 nb_generated 1197 model 1 (finishes Sat 06:30 -- 430/h)
20240914-05:48:07 nb_generated 1161 model 1 (finishes Sat 06:36 -- 414/h)
20240914-05:48:08 nb_generated 1200 model 6 (finishes Sat 06:29 -- 431/h)
20240914-05:48:18 nb_generated 1162 model 6 (finishes Sat 06:36 -- 414/h)
20240914-05:48:20 nb_generated 1202 model 6 (finishes Sat 06:29 -- 431/h)
20240914-05:48:29 nb_generated 1203 model 7 (finishes Sat 06:29 -- 430/h)
20240914-05:48:30 nb_generated 1163 model 3 (finishes Sat 06:37 -- 413/h)
20240914-05:48:39 nb_generated 1164 model 6 (finishes Sat 06:37 -- 413/h)
20240914-05:48:49 nb_generated 1204 model 3 (finishes Sat 06:30 -- 430/h)
20240914-05:48:50 nb_generated 1165 model 4 (finishes Sat 06:37 -- 413/h)
20240914-05:48:57 nb_generated 1204 model 2 (finishes Sat 06:30 -- 429/h)
20240914-05:48:59 nb_generated 1168 model 5 (finishes Sat 06:37 -- 413/h)
20240914-05:49:06 nb_generated 1206 model 2 (finishes Sat 06:30 -- 430/h)
20240914-05:49:09 nb_generated 1170 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:49:25 nb_generated 1207 model 8 (finishes Sat 06:30 -- 429/h)
20240914-05:49:30 nb_generated 1172 model 1 (finishes Sat 06:37 -- 413/h)
20240914-05:49:39 nb_generated 1174 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:49:40 nb_generated 1207 model 1 (finishes Sat 06:30 -- 428/h)
20240914-05:49:51 nb_generated 1208 model 1 (finishes Sat 06:30 -- 428/h)
20240914-05:49:54 nb_generated 1174 model 8 (finishes Sat 06:37 -- 412/h)
20240914-05:50:01 nb_generated 1208 model 6 (finishes Sat 06:31 -- 428/h)
20240914-05:50:14 nb_generated 1176 model 1 (finishes Sat 06:38 -- 411/h)
20240914-05:50:15 nb_generated 1211 model 2 (finishes Sat 06:31 -- 428/h)
20240914-05:50:22 nb_generated 1215 model 0 (finishes Sat 06:30 -- 428/h)
20240914-05:50:24 nb_generated 1179 model 9 (finishes Sat 06:38 -- 411/h)
20240914-05:50:30 nb_generated 1217 model 0 (finishes Sat 06:30 -- 429/h)
20240914-05:50:39 nb_generated 1184 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:50:46 nb_generated 1186 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:50:52 nb_generated 1217 model 1 (finishes Sat 06:31 -- 428/h)
20240914-05:50:54 nb_generated 1190 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:51:05 nb_generated 1217 model 9 (finishes Sat 06:31 -- 427/h)
20240914-05:51:14 nb_generated 1190 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:51:21 nb_generated 1219 model 8 (finishes Sat 06:31 -- 427/h)
20240914-05:51:28 nb_generated 1192 model 3 (finishes Sat 06:37 -- 412/h)
20240914-05:51:37 nb_generated 1220 model 5 (finishes Sat 06:31 -- 426/h)
20240914-05:51:39 nb_generated 1194 model 6 (finishes Sat 06:37 -- 411/h)
20240914-05:51:52 nb_generated 1197 model 1 (finishes Sat 06:37 -- 412/h)
20240914-05:51:54 nb_generated 1221 model 8 (finishes Sat 06:31 -- 426/h)
20240914-05:52:05 nb_generated 1197 model 3 (finishes Sat 06:37 -- 412/h)
20240914-05:52:06 nb_generated 1221 model 4 (finishes Sat 06:32 -- 425/h)
20240914-05:52:14 nb_generated 1223 model 9 (finishes Sat 06:31 -- 426/h)
20240914-05:52:16 nb_generated 1201 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:52:23 nb_generated 1225 model 7 (finishes Sat 06:31 -- 426/h)
20240914-05:52:27 nb_generated 1205 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:52:33 nb_generated 1205 model 7 (finishes Sat 06:37 -- 413/h)
20240914-05:52:36 nb_generated 1226 model 6 (finishes Sat 06:32 -- 425/h)
20240914-05:52:47 nb_generated 1227 model 9 (finishes Sat 06:32 -- 425/h)
20240914-05:52:48 nb_generated 1205 model 8 (finishes Sat 06:37 -- 412/h)
20240914-05:52:56 nb_generated 1228 model 9 (finishes Sat 06:32 -- 424/h)
20240914-05:52:57 nb_generated 1206 model 7 (finishes Sat 06:37 -- 412/h)
20240914-05:53:10 nb_generated 1230 model 3 (finishes Sat 06:32 -- 424/h)
20240914-05:53:14 nb_generated 1207 model 2 (finishes Sat 06:38 -- 411/h)
20240914-05:53:19 nb_generated 1230 model 0 (finishes Sat 06:32 -- 424/h)
20240914-05:53:25 nb_generated 1210 model 8 (finishes Sat 06:37 -- 411/h)
20240914-05:53:33 nb_generated 1214 model 9 (finishes Sat 06:37 -- 412/h)
20240914-05:53:34 nb_generated 1231 model 3 (finishes Sat 06:32 -- 423/h)
20240914-05:53:48 nb_generated 1217 model 1 (finishes Sat 06:37 -- 412/h)
20240914-05:53:56 nb_generated 1233 model 1 (finishes Sat 06:33 -- 423/h)
20240914-05:54:08 nb_generated 1236 model 3 (finishes Sat 06:33 -- 422/h)
20240914-05:54:10 nb_generated 1217 model 8 (finishes Sat 06:38 -- 411/h)
20240914-05:54:17 nb_generated 1218 model 0 (finishes Sat 06:37 -- 411/h)
20240914-05:54:21 nb_generated 1239 model 8 (finishes Sat 06:33 -- 423/h)
20240914-05:54:31 nb_generated 1240 model 7 (finishes Sat 06:33 -- 423/h)
20240914-05:54:35 nb_generated 1221 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:54:38 nb_generated 1241 model 7 (finishes Sat 06:33 -- 423/h)
20240914-05:54:46 nb_generated 1222 model 5 (finishes Sat 06:37 -- 412/h)
20240914-05:54:48 nb_generated 1242 model 7 (finishes Sat 06:33 -- 423/h)
20240914-05:54:56 nb_generated 1223 model 5 (finishes Sat 06:38 -- 411/h)
20240914-05:54:57 nb_generated 1244 model 7 (finishes Sat 06:33 -- 423/h)
20240914-05:55:05 nb_generated 1227 model 3 (finishes Sat 06:37 -- 412/h)
20240914-05:55:07 nb_generated 1247 model 4 (finishes Sat 06:32 -- 424/h)
20240914-05:55:17 nb_generated 1228 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:55:19 nb_generated 1249 model 3 (finishes Sat 06:32 -- 424/h)
20240914-05:55:31 nb_generated 1231 model 4 (finishes Sat 06:37 -- 412/h)
20240914-05:55:33 nb_generated 1250 model 1 (finishes Sat 06:32 -- 424/h)
20240914-05:55:38 nb_generated 1232 model 7 (finishes Sat 06:37 -- 412/h)
20240914-05:55:41 nb_generated 1253 model 5 (finishes Sat 06:32 -- 424/h)
20240914-05:55:49 nb_generated 1233 model 2 (finishes Sat 06:37 -- 412/h)
20240914-05:55:56 nb_generated 1236 model 0 (finishes Sat 06:37 -- 413/h)
20240914-05:56:06 nb_generated 1257 model 1 (finishes Sat 06:32 -- 425/h)
20240914-05:56:07 nb_generated 1239 model 9 (finishes Sat 06:37 -- 413/h)
20240914-05:56:17 nb_generated 1257 model 9 (finishes Sat 06:32 -- 424/h)
20240914-05:56:21 nb_generated 1241 model 3 (finishes Sat 06:37 -- 414/h)
20240914-05:56:28 nb_generated 1259 model 2 (finishes Sat 06:32 -- 424/h)
20240914-05:56:29 nb_generated 1242 model 5 (finishes Sat 06:37 -- 413/h)
20240914-05:56:38 nb_generated 1261 model 4 (finishes Sat 06:32 -- 424/h)
20240914-05:56:45 nb_generated 1244 model 1 (finishes Sat 06:37 -- 413/h)
20240914-05:56:52 nb_generated 1248 model 6 (finishes Sat 06:36 -- 414/h)
20240914-05:56:53 nb_generated 1262 model 1 (finishes Sat 06:32 -- 424/h)
20240914-05:57:10 nb_generated 1255 model 2 (finishes Sat 06:36 -- 416/h)
20240914-05:57:10 nb_generated 1263 model 1 (finishes Sat 06:32 -- 423/h)
20240914-05:57:22 nb_generated 1263 model 3 (finishes Sat 06:33 -- 423/h)
20240914-05:57:23 nb_generated 1256 model 6 (finishes Sat 06:36 -- 416/h)
20240914-05:57:34 nb_generated 1267 model 2 (finishes Sat 06:32 -- 423/h)
20240914-05:57:35 nb_generated 1257 model 4 (finishes Sat 06:36 -- 415/h)
20240914-05:57:45 nb_generated 1269 model 3 (finishes Sat 06:33 -- 423/h)
20240914-05:57:45 nb_generated 1259 model 4 (finishes Sat 06:36 -- 415/h)
20240914-05:57:58 nb_generated 1261 model 9 (finishes Sat 06:36 -- 415/h)
20240914-05:58:02 nb_generated 1269 model 4 (finishes Sat 06:33 -- 422/h)
20240914-05:58:12 nb_generated 1271 model 6 (finishes Sat 06:33 -- 422/h)
20240914-05:58:15 nb_generated 1263 model 6 (finishes Sat 06:36 -- 415/h)
20240914-05:58:22 nb_generated 1264 model 0 (finishes Sat 06:36 -- 415/h)
20240914-05:58:32 nb_generated 1272 model 4 (finishes Sat 06:33 -- 421/h)
20240914-05:58:35 nb_generated 1266 model 3 (finishes Sat 06:36 -- 415/h)
20240914-05:58:40 nb_generated 1275 model 0 (finishes Sat 06:33 -- 422/h)
20240914-05:58:45 nb_generated 1268 model 9 (finishes Sat 06:36 -- 415/h)
20240914-05:58:54 nb_generated 1277 model 1 (finishes Sat 06:33 -- 422/h)
20240914-05:58:58 nb_generated 1269 model 7 (finishes Sat 06:36 -- 415/h)
20240914-05:59:04 nb_generated 1282 model 2 (finishes Sat 06:32 -- 423/h)
20240914-05:59:08 nb_generated 1271 model 9 (finishes Sat 06:36 -- 415/h)
20240914-05:59:15 nb_generated 1285 model 5 (finishes Sat 06:32 -- 424/h)
20240914-05:59:19 nb_generated 1275 model 6 (finishes Sat 06:36 -- 416/h)
20240914-05:59:24 nb_generated 1290 model 6 (finishes Sat 06:32 -- 425/h)
20240914-05:59:28 nb_generated 1276 model 6 (finishes Sat 06:36 -- 416/h)
20240914-05:59:37 nb_generated 1292 model 4 (finishes Sat 06:32 -- 425/h)
20240914-05:59:41 nb_generated 1276 model 7 (finishes Sat 06:36 -- 415/h)
20240914-05:59:49 nb_generated 1279 model 0 (finishes Sat 06:36 -- 415/h)
20240914-05:59:55 nb_generated 1294 model 1 (finishes Sat 06:32 -- 425/h)
20240914-06:00:01 nb_generated 1281 model 8 (finishes Sat 06:36 -- 415/h)
20240914-06:00:10 nb_generated 1283 model 9 (finishes Sat 06:36 -- 416/h)
20240914-06:00:11 nb_generated 1298 model 3 (finishes Sat 06:32 -- 425/h)
20240914-06:00:17 nb_generated 1283 model 7 (finishes Sat 06:36 -- 416/h)
20240914-06:00:19 nb_generated 1301 model 5 (finishes Sat 06:31 -- 426/h)
20240914-06:00:31 nb_generated 1303 model 4 (finishes Sat 06:31 -- 426/h)
20240914-06:00:33 nb_generated 1283 model 1 (finishes Sat 06:36 -- 415/h)
20240914-06:00:43 nb_generated 1303 model 7 (finishes Sat 06:31 -- 425/h)
20240914-06:00:53 nb_generated 1286 model 1 (finishes Sat 06:36 -- 415/h)
20240914-06:00:55 nb_generated 1305 model 8 (finishes Sat 06:32 -- 425/h)
20240914-06:01:02 nb_generated 1307 model 0 (finishes Sat 06:31 -- 426/h)
20240914-06:01:08 nb_generated 1286 model 8 (finishes Sat 06:36 -- 414/h)
20240914-06:01:17 nb_generated 1289 model 4 (finishes Sat 06:36 -- 415/h)
20240914-06:01:21 nb_generated 1309 model 1 (finishes Sat 06:31 -- 426/h)
20240914-06:01:25 nb_generated 1289 model 5 (finishes Sat 06:36 -- 414/h)
20240914-06:01:36 nb_generated 1310 model 4 (finishes Sat 06:32 -- 425/h)
20240914-06:01:38 nb_generated 1292 model 3 (finishes Sat 06:36 -- 415/h)
20240914-06:01:44 nb_generated 1312 model 5 (finishes Sat 06:31 -- 426/h)
20240914-06:01:52 nb_generated 1293 model 1 (finishes Sat 06:36 -- 414/h)
20240914-06:01:54 nb_generated 1313 model 8 (finishes Sat 06:32 -- 425/h)
20240914-06:02:01 nb_generated 1294 model 7 (finishes Sat 06:36 -- 414/h)
20240914-06:02:04 nb_generated 1317 model 0 (finishes Sat 06:31 -- 426/h)
20240914-06:02:11 nb_generated 1295 model 7 (finishes Sat 06:36 -- 414/h)
20240914-06:02:13 nb_generated 1318 model 0 (finishes Sat 06:31 -- 426/h)
20240914-06:02:22 nb_generated 1321 model 9 (finishes Sat 06:31 -- 426/h)
20240914-06:02:33 nb_generated 1296 model 1 (finishes Sat 06:37 -- 413/h)
20240914-06:02:35 nb_generated 1323 model 3 (finishes Sat 06:31 -- 426/h)
20240914-06:02:41 nb_generated 1296 model 6 (finishes Sat 06:37 -- 413/h)
20240914-06:02:46 nb_generated 1326 model 4 (finishes Sat 06:31 -- 427/h)
20240914-06:02:52 nb_generated 1298 model 2 (finishes Sat 06:37 -- 413/h)
20240914-06:02:52 nb_generated 1331 model 5 (finishes Sat 06:30 -- 429/h)
20240914-06:03:02 nb_generated 1332 model 7 (finishes Sat 06:30 -- 428/h)
20240914-06:03:04 nb_generated 1300 model 9 (finishes Sat 06:37 -- 413/h)
20240914-06:03:14 nb_generated 1334 model 9 (finishes Sat 06:30 -- 428/h)
20240914-06:03:21 nb_generated 1300 model 9 (finishes Sat 06:37 -- 412/h)
20240914-06:03:29 nb_generated 1302 model 5 (finishes Sat 06:37 -- 412/h)
20240914-06:03:34 nb_generated 1336 model 8 (finishes Sat 06:31 -- 428/h)
20240914-06:03:42 nb_generated 1303 model 6 (finishes Sat 06:38 -- 411/h)
20240914-06:03:50 nb_generated 1338 model 5 (finishes Sat 06:31 -- 428/h)
20240914-06:03:55 nb_generated 1305 model 6 (finishes Sat 06:38 -- 411/h)
20240914-06:04:03 nb_generated 1339 model 2 (finishes Sat 06:31 -- 428/h)
20240914-06:04:11 nb_generated 1306 model 2 (finishes Sat 06:38 -- 411/h)
20240914-06:04:13 nb_generated 1340 model 4 (finishes Sat 06:31 -- 428/h)
20240914-06:04:18 nb_generated 1310 model 0 (finishes Sat 06:37 -- 412/h)
20240914-06:04:32 nb_generated 1342 model 1 (finishes Sat 06:31 -- 427/h)
20240914-06:04:34 nb_generated 1311 model 1 (finishes Sat 06:37 -- 412/h)
20240914-06:04:43 nb_generated 1345 model 6 (finishes Sat 06:31 -- 427/h)
20240914-06:04:44 nb_generated 1313 model 9 (finishes Sat 06:37 -- 412/h)
20240914-06:04:53 nb_generated 1345 model 7 (finishes Sat 06:31 -- 426/h)
20240914-06:04:58 nb_generated 1315 model 2 (finishes Sat 06:37 -- 412/h)
20240914-06:05:01 nb_generated 1347 model 8 (finishes Sat 06:31 -- 427/h)
20240914-06:05:11 nb_generated 1349 model 7 (finishes Sat 06:31 -- 427/h)
20240914-06:05:14 nb_generated 1316 model 1 (finishes Sat 06:37 -- 412/h)
20240914-06:05:24 nb_generated 1350 model 9 (finishes Sat 06:31 -- 427/h)
20240914-06:05:24 nb_generated 1318 model 0 (finishes Sat 06:37 -- 412/h)
20240914-06:05:33 nb_generated 1353 model 9 (finishes Sat 06:31 -- 427/h)
20240914-06:05:41 nb_generated 1319 model 1 (finishes Sat 06:37 -- 412/h)
20240914-06:05:49 nb_generated 1354 model 3 (finishes Sat 06:31 -- 426/h)
20240914-06:06:00 nb_generated 1357 model 4 (finishes Sat 06:31 -- 426/h)
20240914-06:06:00 nb_generated 1321 model 8 (finishes Sat 06:37 -- 412/h)
20240914-06:06:10 nb_generated 1361 model 0 (finishes Sat 06:31 -- 427/h)
20240914-06:06:13 nb_generated 1321 model 9 (finishes Sat 06:38 -- 411/h)
20240914-06:06:19 nb_generated 1321 model 7 (finishes Sat 06:38 -- 411/h)
20240914-06:06:21 nb_generated 1363 model 4 (finishes Sat 06:31 -- 427/h)
20240914-06:06:27 nb_generated 1324 model 7 (finishes Sat 06:38 -- 411/h)
20240914-06:06:39 nb_generated 1366 model 1 (finishes Sat 06:31 -- 428/h)
20240914-06:06:39 nb_generated 1326 model 3 (finishes Sat 06:38 -- 411/h)
20240914-06:06:51 nb_generated 1330 model 2 (finishes Sat 06:37 -- 412/h)
20240914-06:06:54 nb_generated 1367 model 4 (finishes Sat 06:31 -- 428/h)
20240914-06:07:01 nb_generated 1330 model 9 (finishes Sat 06:37 -- 412/h)
20240914-06:07:09 nb_generated 1332 model 9 (finishes Sat 06:37 -- 412/h)
20240914-06:07:11 nb_generated 1370 model 3 (finishes Sat 06:31 -- 428/h)
20240914-06:07:19 nb_generated 1335 model 4 (finishes Sat 06:37 -- 412/h)
20240914-06:07:20 nb_generated 1370 model 3 (finishes Sat 06:31 -- 427/h)
20240914-06:07:32 nb_generated 1337 model 9 (finishes Sat 06:37 -- 413/h)
20240914-06:07:39 nb_generated 1338 model 0 (finishes Sat 06:37 -- 413/h)
20240914-06:07:44 nb_generated 1374 model 1 (finishes Sat 06:31 -- 428/h)
20240914-06:07:46 nb_generated 1338 model 5 (finishes Sat 06:37 -- 412/h)
20240914-06:07:59 nb_generated 1341 model 9 (finishes Sat 06:37 -- 412/h)
20240914-06:08:00 nb_generated 1375 model 6 (finishes Sat 06:31 -- 427/h)
20240914-06:08:07 nb_generated 1377 model 9 (finishes Sat 06:31 -- 428/h)
20240914-06:08:15 nb_generated 1342 model 4 (finishes Sat 06:37 -- 412/h)
20240914-06:08:21 nb_generated 1377 model 8 (finishes Sat 06:31 -- 427/h)
20240914-06:08:33 nb_generated 1378 model 5 (finishes Sat 06:31 -- 426/h)
20240914-06:08:36 nb_generated 1342 model 8 (finishes Sat 06:38 -- 411/h)
20240914-06:08:48 nb_generated 1342 model 0 (finishes Sat 06:38 -- 410/h)
20240914-06:08:49 nb_generated 1379 model 3 (finishes Sat 06:31 -- 426/h)
20240914-06:08:56 nb_generated 1343 model 7 (finishes Sat 06:38 -- 410/h)
20240914-06:09:01 nb_generated 1381 model 9 (finishes Sat 06:31 -- 426/h)
20240914-06:09:08 nb_generated 1344 model 9 (finishes Sat 06:38 -- 410/h)
20240914-06:09:12 nb_generated 1384 model 8 (finishes Sat 06:31 -- 427/h)
20240914-06:09:19 nb_generated 1385 model 6 (finishes Sat 06:31 -- 427/h)
20240914-06:09:23 nb_generated 1348 model 2 (finishes Sat 06:38 -- 411/h)
20240914-06:09:27 nb_generated 1385 model 6 (finishes Sat 06:31 -- 426/h)
20240914-06:09:41 nb_generated 1385 model 4 (finishes Sat 06:31 -- 426/h)
20240914-06:09:41 nb_generated 1350 model 8 (finishes Sat 06:38 -- 410/h)
20240914-06:09:51 nb_generated 1389 model 0 (finishes Sat 06:31 -- 427/h)
20240914-06:09:54 nb_generated 1352 model 2 (finishes Sat 06:38 -- 411/h)
20240914-06:10:00 nb_generated 1393 model 0 (finishes Sat 06:31 -- 427/h)
20240914-06:10:06 nb_generated 1354 model 4 (finishes Sat 06:38 -- 411/h)
20240914-06:10:13 nb_generated 1393 model 8 (finishes Sat 06:31 -- 427/h)
20240914-06:10:17 nb_generated 1355 model 7 (finishes Sat 06:38 -- 410/h)
20240914-06:10:30 nb_generated 1395 model 1 (finishes Sat 06:31 -- 427/h)
20240914-06:10:30 nb_generated 1355 model 6 (finishes Sat 06:38 -- 410/h)
20240914-06:10:41 nb_generated 1395 model 2 (finishes Sat 06:31 -- 426/h)
20240914-06:10:42 nb_generated 1358 model 2 (finishes Sat 06:38 -- 410/h)
20240914-06:10:48 nb_generated 1397 model 9 (finishes Sat 06:31 -- 426/h)
20240914-06:10:57 nb_generated 1360 model 7 (finishes Sat 06:38 -- 410/h)
20240914-06:11:00 nb_generated 1399 model 7 (finishes Sat 06:31 -- 426/h)
20240914-06:11:09 nb_generated 1402 model 0 (finishes Sat 06:31 -- 426/h)
20240914-06:11:14 nb_generated 1361 model 2 (finishes Sat 06:38 -- 409/h)
20240914-06:11:18 nb_generated 1406 model 9 (finishes Sat 06:31 -- 427/h)
20240914-06:11:24 nb_generated 1361 model 8 (finishes Sat 06:39 -- 409/h)
20240914-06:11:28 nb_generated 1407 model 1 (finishes Sat 06:31 -- 427/h)
20240914-06:11:33 nb_generated 1361 model 7 (finishes Sat 06:39 -- 409/h)
20240914-06:11:38 nb_generated 1409 model 0 (finishes Sat 06:31 -- 427/h)
20240914-06:11:39 nb_generated 1365 model 0 (finishes Sat 06:38 -- 410/h)
20240914-06:11:50 nb_generated 1410 model 3 (finishes Sat 06:31 -- 427/h)
20240914-06:11:52 nb_generated 1367 model 4 (finishes Sat 06:38 -- 410/h)
20240914-06:11:56 nb_generated 1414 model 0 (finishes Sat 06:31 -- 427/h)
20240914-06:12:04 nb_generated 1367 model 3 (finishes Sat 06:39 -- 409/h)
20240914-06:12:09 nb_generated 1415 model 5 (finishes Sat 06:31 -- 427/h)
20240914-06:12:14 nb_generated 1370 model 2 (finishes Sat 06:38 -- 410/h)
20240914-06:12:17 nb_generated 1415 model 5 (finishes Sat 06:31 -- 427/h)
20240914-06:12:27 nb_generated 1415 model 5 (finishes Sat 06:31 -- 426/h)
20240914-06:12:28 nb_generated 1371 model 1 (finishes Sat 06:38 -- 410/h)
20240914-06:12:38 nb_generated 1417 model 4 (finishes Sat 06:31 -- 426/h)
20240914-06:12:39 nb_generated 1373 model 7 (finishes Sat 06:38 -- 409/h)
20240914-06:12:52 nb_generated 1419 model 3 (finishes Sat 06:31 -- 426/h)
20240914-06:12:54 nb_generated 1375 model 3 (finishes Sat 06:39 -- 409/h)
20240914-06:13:01 nb_generated 1419 model 9 (finishes Sat 06:32 -- 425/h)
20240914-06:13:11 nb_generated 1377 model 1 (finishes Sat 06:39 -- 409/h)
20240914-06:13:14 nb_generated 1421 model 6 (finishes Sat 06:31 -- 426/h)
20240914-06:13:24 nb_generated 1424 model 9 (finishes Sat 06:31 -- 426/h)
20240914-06:13:28 nb_generated 1379 model 8 (finishes Sat 06:39 -- 409/h)
20240914-06:13:37 nb_generated 1380 model 5 (finishes Sat 06:39 -- 408/h)
20240914-06:13:39 nb_generated 1425 model 8 (finishes Sat 06:31 -- 426/h)
20240914-06:13:52 nb_generated 1382 model 6 (finishes Sat 06:39 -- 409/h)
20240914-06:13:53 nb_generated 1426 model 4 (finishes Sat 06:32 -- 425/h)
20240914-06:14:05 nb_generated 1428 model 0 (finishes Sat 06:32 -- 425/h)
20240914-06:14:08 nb_generated 1384 model 8 (finishes Sat 06:39 -- 409/h)
20240914-06:14:16 nb_generated 1385 model 0 (finishes Sat 06:39 -- 409/h)
20240914-06:14:19 nb_generated 1431 model 9 (finishes Sat 06:32 -- 425/h)
20240914-06:14:27 nb_generated 1385 model 7 (finishes Sat 06:39 -- 408/h)
20240914-06:14:34 nb_generated 1431 model 2 (finishes Sat 06:32 -- 424/h)
20240914-06:14:36 nb_generated 1386 model 0 (finishes Sat 06:39 -- 408/h)
20240914-06:14:41 nb_generated 1431 model 5 (finishes Sat 06:32 -- 424/h)
20240914-06:14:47 nb_generated 1388 model 6 (finishes Sat 06:39 -- 408/h)
20240914-06:14:56 nb_generated 1431 model 1 (finishes Sat 06:32 -- 423/h)
20240914-06:15:00 nb_generated 1390 model 9 (finishes Sat 06:39 -- 408/h)
20240914-06:15:09 nb_generated 1432 model 2 (finishes Sat 06:32 -- 423/h)
20240914-06:15:11 nb_generated 1390 model 9 (finishes Sat 06:39 -- 408/h)
20240914-06:15:19 nb_generated 1434 model 6 (finishes Sat 06:33 -- 423/h)
20240914-06:15:21 nb_generated 1391 model 4 (finishes Sat 06:39 -- 407/h)
20240914-06:15:32 nb_generated 1435 model 3 (finishes Sat 06:33 -- 423/h)
20240914-06:15:39 nb_generated 1394 model 1 (finishes Sat 06:39 -- 408/h)
20240914-06:15:41 nb_generated 1437 model 5 (finishes Sat 06:33 -- 423/h)
20240914-06:15:47 nb_generated 1395 model 6 (finishes Sat 06:39 -- 408/h)
20240914-06:16:00 nb_generated 1397 model 2 (finishes Sat 06:39 -- 408/h)
20240914-06:16:03 nb_generated 1439 model 3 (finishes Sat 06:33 -- 423/h)
20240914-06:16:12 nb_generated 1398 model 2 (finishes Sat 06:39 -- 408/h)
20240914-06:16:17 nb_generated 1439 model 4 (finishes Sat 06:33 -- 422/h)
20240914-06:16:22 nb_generated 1400 model 2 (finishes Sat 06:39 -- 408/h)
20240914-06:16:33 nb_generated 1443 model 8 (finishes Sat 06:33 -- 423/h)
20240914-06:16:42 nb_generated 1402 model 6 (finishes Sat 06:39 -- 407/h)
20240914-06:16:42 nb_generated 1445 model 2 (finishes Sat 06:33 -- 423/h)
20240914-06:16:54 nb_generated 1447 model 3 (finishes Sat 06:33 -- 423/h)
20240914-06:16:56 nb_generated 1404 model 3 (finishes Sat 06:39 -- 408/h)
20240914-06:17:01 nb_generated 1449 model 5 (finishes Sat 06:33 -- 423/h)
20240914-06:17:06 nb_generated 1405 model 9 (finishes Sat 06:39 -- 407/h)
20240914-06:17:16 nb_generated 1406 model 7 (finishes Sat 06:39 -- 407/h)
20240914-06:17:20 nb_generated 1451 model 8 (finishes Sat 06:33 -- 423/h)
20240914-06:17:31 nb_generated 1451 model 4 (finishes Sat 06:33 -- 422/h)
20240914-06:17:35 nb_generated 1410 model 1 (finishes Sat 06:39 -- 407/h)
20240914-06:17:44 nb_generated 1451 model 2 (finishes Sat 06:33 -- 422/h)
20240914-06:17:46 nb_generated 1410 model 7 (finishes Sat 06:40 -- 407/h)
20240914-06:17:59 nb_generated 1454 model 2 (finishes Sat 06:33 -- 422/h)
20240914-06:18:06 nb_generated 1411 model 1 (finishes Sat 06:40 -- 406/h)
20240914-06:18:11 nb_generated 1457 model 0 (finishes Sat 06:33 -- 422/h)
20240914-06:18:22 nb_generated 1458 model 8 (finishes Sat 06:33 -- 422/h)
20240914-06:18:32 nb_generated 1411 model 1 (finishes Sat 06:40 -- 405/h)
20240914-06:18:34 nb_generated 1459 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:18:45 nb_generated 1460 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:18:46 nb_generated 1414 model 4 (finishes Sat 06:40 -- 405/h)
20240914-06:18:55 nb_generated 1416 model 4 (finishes Sat 06:40 -- 405/h)
20240914-06:18:55 nb_generated 1462 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:19:05 nb_generated 1465 model 9 (finishes Sat 06:33 -- 422/h)
20240914-06:19:06 nb_generated 1418 model 3 (finishes Sat 06:40 -- 405/h)
20240914-06:19:14 nb_generated 1420 model 0 (finishes Sat 06:40 -- 406/h)
20240914-06:19:17 nb_generated 1466 model 9 (finishes Sat 06:33 -- 422/h)
20240914-06:19:27 nb_generated 1421 model 0 (finishes Sat 06:40 -- 406/h)
20240914-06:19:28 nb_generated 1466 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:19:35 nb_generated 1423 model 0 (finishes Sat 06:40 -- 406/h)
20240914-06:19:45 nb_generated 1470 model 6 (finishes Sat 06:33 -- 422/h)
20240914-06:19:47 nb_generated 1424 model 7 (finishes Sat 06:40 -- 406/h)
20240914-06:19:55 nb_generated 1424 model 2 (finishes Sat 06:40 -- 405/h)
20240914-06:19:58 nb_generated 1471 model 4 (finishes Sat 06:33 -- 422/h)
20240914-06:20:08 nb_generated 1424 model 1 (finishes Sat 06:41 -- 405/h)
20240914-06:20:13 nb_generated 1473 model 3 (finishes Sat 06:33 -- 422/h)
20240914-06:20:19 nb_generated 1426 model 9 (finishes Sat 06:40 -- 405/h)
20240914-06:20:22 nb_generated 1475 model 0 (finishes Sat 06:33 -- 422/h)
20240914-06:20:31 nb_generated 1476 model 7 (finishes Sat 06:33 -- 422/h)
20240914-06:20:37 nb_generated 1428 model 1 (finishes Sat 06:40 -- 405/h)
20240914-06:20:41 nb_generated 1477 model 9 (finishes Sat 06:33 -- 422/h)
20240914-06:20:47 nb_generated 1429 model 6 (finishes Sat 06:40 -- 405/h)
20240914-06:20:50 nb_generated 1478 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:21:07 nb_generated 1430 model 1 (finishes Sat 06:41 -- 404/h)
20240914-06:21:08 nb_generated 1478 model 1 (finishes Sat 06:34 -- 420/h)
20240914-06:21:17 nb_generated 1479 model 9 (finishes Sat 06:34 -- 420/h)
20240914-06:21:27 nb_generated 1432 model 3 (finishes Sat 06:41 -- 404/h)
20240914-06:21:27 nb_generated 1481 model 9 (finishes Sat 06:33 -- 421/h)
20240914-06:21:39 nb_generated 1432 model 3 (finishes Sat 06:41 -- 404/h)
20240914-06:21:42 nb_generated 1482 model 1 (finishes Sat 06:34 -- 420/h)
20240914-06:21:51 nb_generated 1432 model 7 (finishes Sat 06:41 -- 403/h)
20240914-06:21:59 nb_generated 1484 model 8 (finishes Sat 06:34 -- 420/h)
20240914-06:22:01 nb_generated 1435 model 9 (finishes Sat 06:41 -- 404/h)
20240914-06:22:09 nb_generated 1436 model 5 (finishes Sat 06:41 -- 403/h)
20240914-06:22:11 nb_generated 1487 model 8 (finishes Sat 06:34 -- 420/h)
20240914-06:22:20 nb_generated 1437 model 3 (finishes Sat 06:41 -- 403/h)
20240914-06:22:26 nb_generated 1488 model 6 (finishes Sat 06:34 -- 420/h)
20240914-06:22:37 nb_generated 1437 model 4 (finishes Sat 06:42 -- 402/h)
20240914-06:22:47 nb_generated 1491 model 1 (finishes Sat 06:34 -- 420/h)
20240914-06:22:52 nb_generated 1440 model 4 (finishes Sat 06:41 -- 403/h)
20240914-06:23:00 nb_generated 1494 model 3 (finishes Sat 06:34 -- 420/h)
20240914-06:23:04 nb_generated 1442 model 6 (finishes Sat 06:41 -- 403/h)
20240914-06:23:09 nb_generated 1497 model 6 (finishes Sat 06:33 -- 421/h)
20240914-06:23:17 nb_generated 1444 model 1 (finishes Sat 06:41 -- 403/h)
20240914-06:23:19 nb_generated 1497 model 3 (finishes Sat 06:34 -- 420/h)
20240914-06:23:30 nb_generated 1447 model 6 (finishes Sat 06:41 -- 403/h)
20240914-06:23:35 nb_generated 1498 model 5 (finishes Sat 06:34 -- 420/h)
20240914-06:23:39 nb_generated 1447 model 4 (finishes Sat 06:41 -- 403/h)
20240914-06:23:41 nb_generated 1499 model 7 (finishes Sat 06:34 -- 420/h)
20240914-06:23:55 nb_generated 1500 model 4 (finishes Sat 06:34 -- 420/h)
20240914-06:24:01 nb_generated 1448 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:24:12 nb_generated 1449 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:24:13 nb_generated 1502 model 2 (finishes Sat 06:34 -- 420/h)
20240914-06:24:24 nb_generated 1504 model 4 (finishes Sat 06:34 -- 420/h)
20240914-06:24:29 nb_generated 1449 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:24:33 nb_generated 1506 model 7 (finishes Sat 06:34 -- 420/h)
20240914-06:24:38 nb_generated 1449 model 9 (finishes Sat 06:42 -- 401/h)
20240914-06:24:52 nb_generated 1507 model 1 (finishes Sat 06:34 -- 420/h)
20240914-06:24:58 nb_generated 1451 model 1 (finishes Sat 06:42 -- 401/h)
20240914-06:25:03 nb_generated 1507 model 9 (finishes Sat 06:34 -- 419/h)
20240914-06:25:15 nb_generated 1509 model 8 (finishes Sat 06:34 -- 419/h)
20240914-06:25:20 nb_generated 1454 model 1 (finishes Sat 06:42 -- 401/h)
20240914-06:25:24 nb_generated 1511 model 0 (finishes Sat 06:34 -- 419/h)
20240914-06:25:30 nb_generated 1456 model 9 (finishes Sat 06:42 -- 401/h)
20240914-06:25:36 nb_generated 1513 model 6 (finishes Sat 06:34 -- 419/h)
20240914-06:25:41 nb_generated 1457 model 5 (finishes Sat 06:42 -- 401/h)
20240914-06:25:54 nb_generated 1516 model 1 (finishes Sat 06:34 -- 418/h)
20240914-06:25:55 nb_generated 1458 model 3 (finishes Sat 06:42 -- 401/h)
20240914-06:26:02 nb_generated 1517 model 5 (finishes Sat 06:34 -- 419/h)
20240914-06:26:05 nb_generated 1461 model 8 (finishes Sat 06:42 -- 401/h)
20240914-06:26:14 nb_generated 1520 model 5 (finishes Sat 06:34 -- 419/h)
20240914-06:26:22 nb_generated 1463 model 2 (finishes Sat 06:42 -- 401/h)
20240914-06:26:23 nb_generated 1521 model 5 (finishes Sat 06:34 -- 419/h)
20240914-06:26:32 nb_generated 1523 model 5 (finishes Sat 06:34 -- 419/h)
20240914-06:26:33 nb_generated 1464 model 4 (finishes Sat 06:42 -- 401/h)
20240914-06:26:44 nb_generated 1525 model 6 (finishes Sat 06:34 -- 419/h)
20240914-06:26:47 nb_generated 1466 model 2 (finishes Sat 06:42 -- 401/h)
20240914-06:26:54 nb_generated 1525 model 5 (finishes Sat 06:35 -- 418/h)
20240914-06:26:59 nb_generated 1468 model 5 (finishes Sat 06:42 -- 401/h)
20240914-06:27:00 nb_generated 1527 model 0 (finishes Sat 06:34 -- 419/h)
20240914-06:27:11 nb_generated 1473 model 0 (finishes Sat 06:42 -- 402/h)
20240914-06:27:15 nb_generated 1528 model 1 (finishes Sat 06:34 -- 418/h)
20240914-06:27:23 nb_generated 1528 model 9 (finishes Sat 06:35 -- 418/h)
20240914-06:27:27 nb_generated 1475 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:27:34 nb_generated 1475 model 7 (finishes Sat 06:42 -- 401/h)
20240914-06:27:37 nb_generated 1528 model 0 (finishes Sat 06:35 -- 417/h)
20240914-06:27:47 nb_generated 1479 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:27:52 nb_generated 1529 model 3 (finishes Sat 06:35 -- 417/h)
20240914-06:27:57 nb_generated 1481 model 2 (finishes Sat 06:42 -- 402/h)
20240914-06:27:58 nb_generated 1529 model 4 (finishes Sat 06:35 -- 417/h)
20240914-06:28:10 nb_generated 1532 model 9 (finishes Sat 06:35 -- 417/h)
20240914-06:28:11 nb_generated 1481 model 8 (finishes Sat 06:42 -- 402/h)
20240914-06:28:20 nb_generated 1533 model 6 (finishes Sat 06:35 -- 417/h)
20240914-06:28:29 nb_generated 1482 model 8 (finishes Sat 06:42 -- 401/h)
20240914-06:28:32 nb_generated 1535 model 6 (finishes Sat 06:35 -- 417/h)
20240914-06:28:39 nb_generated 1484 model 2 (finishes Sat 06:42 -- 401/h)
20240914-06:28:44 nb_generated 1538 model 2 (finishes Sat 06:35 -- 417/h)
20240914-06:28:55 nb_generated 1486 model 8 (finishes Sat 06:42 -- 401/h)
20240914-06:29:01 nb_generated 1540 model 8 (finishes Sat 06:35 -- 417/h)
20240914-06:29:10 nb_generated 1488 model 3 (finishes Sat 06:42 -- 401/h)
20240914-06:29:21 nb_generated 1489 model 4 (finishes Sat 06:42 -- 401/h)
20240914-06:29:25 nb_generated 1542 model 1 (finishes Sat 06:35 -- 416/h)
20240914-06:29:36 nb_generated 1542 model 9 (finishes Sat 06:36 -- 416/h)
20240914-06:29:39 nb_generated 1490 model 8 (finishes Sat 06:43 -- 400/h)
20240914-06:29:51 nb_generated 1544 model 4 (finishes Sat 06:36 -- 416/h)
20240914-06:29:57 nb_generated 1492 model 2 (finishes Sat 06:43 -- 400/h)
20240914-06:29:58 nb_generated 1546 model 7 (finishes Sat 06:35 -- 416/h)
20240914-06:30:08 nb_generated 1493 model 4 (finishes Sat 06:43 -- 400/h)
20240914-06:30:15 nb_generated 1546 model 5 (finishes Sat 06:36 -- 416/h)
20240914-06:30:18 nb_generated 1494 model 3 (finishes Sat 06:43 -- 400/h)
20240914-06:30:26 nb_generated 1548 model 9 (finishes Sat 06:36 -- 415/h)
20240914-06:30:32 nb_generated 1495 model 3 (finishes Sat 06:43 -- 399/h)
20240914-06:30:40 nb_generated 1548 model 6 (finishes Sat 06:36 -- 415/h)
20240914-06:30:45 nb_generated 1496 model 6 (finishes Sat 06:43 -- 399/h)
20240914-06:30:48 nb_generated 1551 model 0 (finishes Sat 06:36 -- 415/h)
20240914-06:30:56 nb_generated 1498 model 4 (finishes Sat 06:43 -- 400/h)
20240914-06:31:00 nb_generated 1555 model 9 (finishes Sat 06:36 -- 416/h)
20240914-06:31:09 nb_generated 1500 model 1 (finishes Sat 06:43 -- 400/h)
20240914-06:31:10 nb_generated 1558 model 9 (finishes Sat 06:35 -- 417/h)
20240914-06:31:19 nb_generated 1560 model 5 (finishes Sat 06:35 -- 417/h)
20240914-06:31:20 nb_generated 1502 model 6 (finishes Sat 06:43 -- 400/h)
20240914-06:31:32 nb_generated 1561 model 6 (finishes Sat 06:35 -- 416/h)
20240914-06:31:32 nb_generated 1504 model 2 (finishes Sat 06:43 -- 400/h)
20240914-06:31:41 nb_generated 1565 model 0 (finishes Sat 06:35 -- 417/h)
20240914-06:31:45 nb_generated 1505 model 6 (finishes Sat 06:43 -- 400/h)
20240914-06:31:56 nb_generated 1566 model 1 (finishes Sat 06:35 -- 417/h)
20240914-06:31:57 nb_generated 1505 model 5 (finishes Sat 06:43 -- 399/h)
20240914-06:32:03 nb_generated 1568 model 7 (finishes Sat 06:35 -- 417/h)
20240914-06:32:09 nb_generated 1505 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:32:10 nb_generated 1568 model 7 (finishes Sat 06:35 -- 417/h)
20240914-06:32:19 nb_generated 1570 model 9 (finishes Sat 06:35 -- 417/h)
20240914-06:32:26 nb_generated 1505 model 1 (finishes Sat 06:44 -- 398/h)
20240914-06:32:31 nb_generated 1572 model 2 (finishes Sat 06:35 -- 417/h)
20240914-06:32:37 nb_generated 1509 model 2 (finishes Sat 06:43 -- 399/h)
20240914-06:32:37 nb_generated 1576 model 0 (finishes Sat 06:35 -- 418/h)
20240914-06:32:46 nb_generated 1580 model 9 (finishes Sat 06:35 -- 418/h)
20240914-06:32:49 nb_generated 1510 model 6 (finishes Sat 06:43 -- 399/h)
20240914-06:32:56 nb_generated 1581 model 4 (finishes Sat 06:35 -- 418/h)
20240914-06:33:01 nb_generated 1512 model 4 (finishes Sat 06:43 -- 399/h)
20240914-06:33:06 nb_generated 1583 model 6 (finishes Sat 06:34 -- 418/h)
20240914-06:33:15 nb_generated 1585 model 5 (finishes Sat 06:34 -- 419/h)
20240914-06:33:19 nb_generated 1515 model 8 (finishes Sat 06:43 -- 399/h)
20240914-06:33:25 nb_generated 1588 model 6 (finishes Sat 06:34 -- 419/h)
20240914-06:33:34 nb_generated 1515 model 1 (finishes Sat 06:43 -- 399/h)
20240914-06:33:40 nb_generated 1516 model 0 (finishes Sat 06:43 -- 399/h)
20240914-06:33:42 nb_generated 1588 model 6 (finishes Sat 06:34 -- 418/h)
20240914-06:33:49 nb_generated 1516 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:33:53 nb_generated 1589 model 5 (finishes Sat 06:35 -- 418/h)
20240914-06:33:59 nb_generated 1517 model 6 (finishes Sat 06:43 -- 398/h)
20240914-06:34:01 nb_generated 1590 model 5 (finishes Sat 06:35 -- 418/h)
20240914-06:34:10 nb_generated 1520 model 5 (finishes Sat 06:43 -- 399/h)
20240914-06:34:12 nb_generated 1590 model 7 (finishes Sat 06:35 -- 418/h)
20240914-06:34:23 nb_generated 1593 model 3 (finishes Sat 06:34 -- 418/h)
20240914-06:34:25 nb_generated 1523 model 2 (finishes Sat 06:44 -- 398/h)
20240914-06:34:32 nb_generated 1593 model 9 (finishes Sat 06:35 -- 418/h)
20240914-06:34:34 nb_generated 1526 model 0 (finishes Sat 06:44 -- 398/h)
20240914-06:34:43 nb_generated 1527 model 7 (finishes Sat 06:44 -- 398/h)
20240914-06:34:48 nb_generated 1594 model 5 (finishes Sat 06:35 -- 417/h)
20240914-06:34:55 nb_generated 1532 model 4 (finishes Sat 06:43 -- 399/h)
20240914-06:34:57 nb_generated 1595 model 9 (finishes Sat 06:35 -- 417/h)
20240914-06:35:09 nb_generated 1596 model 2 (finishes Sat 06:35 -- 417/h)
20240914-06:35:14 nb_generated 1535 model 2 (finishes Sat 06:43 -- 399/h)
20240914-06:35:21 nb_generated 1598 model 9 (finishes Sat 06:35 -- 417/h)
20240914-06:35:31 nb_generated 1537 model 1 (finishes Sat 06:43 -- 399/h)
20240914-06:35:40 nb_generated 1598 model 2 (finishes Sat 06:35 -- 416/h)
20240914-06:35:44 nb_generated 1538 model 6 (finishes Sat 06:43 -- 399/h)
20240914-06:35:55 nb_generated 1600 model 8 (finishes Sat 06:36 -- 416/h)
20240914-06:35:56 nb_generated 1538 model 6 (finishes Sat 06:43 -- 398/h)
20240914-06:36:03 nb_generated 1604 model 7 (finishes now! -- 417/h)
20240914-06:36:03 generate_c_quizz_speed 416/h
20240914-06:36:06 nb_generated 1540 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:36:17 nb_generated 1541 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:36:22 nb_generated 1542 model 5 (finishes Sat 06:43 -- 399/h)
20240914-06:36:34 nb_generated 1544 model 5 (finishes Sat 06:43 -- 399/h)
20240914-06:36:53 nb_generated 1548 model 2 (finishes Sat 06:43 -- 399/h)
20240914-06:37:05 nb_generated 1549 model 6 (finishes Sat 06:43 -- 399/h)
20240914-06:37:13 nb_generated 1551 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:37:21 nb_generated 1551 model 7 (finishes Sat 06:43 -- 399/h)
20240914-06:37:32 nb_generated 1553 model 7 (finishes Sat 06:43 -- 399/h)
20240914-06:37:41 nb_generated 1557 model 6 (finishes Sat 06:43 -- 400/h)
20240914-06:37:53 nb_generated 1558 model 9 (finishes Sat 06:43 -- 399/h)
20240914-06:38:00 nb_generated 1563 model 0 (finishes Sat 06:43 -- 400/h)
20240914-06:38:14 nb_generated 1565 model 1 (finishes Sat 06:43 -- 400/h)
20240914-06:38:31 nb_generated 1566 model 3 (finishes Sat 06:43 -- 400/h)
20240914-06:38:37 nb_generated 1569 model 0 (finishes Sat 06:42 -- 401/h)
20240914-06:38:45 nb_generated 1572 model 0 (finishes Sat 06:42 -- 401/h)
20240914-06:38:54 nb_generated 1576 model 6 (finishes Sat 06:42 -- 401/h)
20240914-06:39:08 nb_generated 1578 model 2 (finishes Sat 06:42 -- 401/h)
20240914-06:39:27 nb_generated 1582 model 3 (finishes Sat 06:42 -- 401/h)
20240914-06:39:37 nb_generated 1584 model 6 (finishes Sat 06:42 -- 402/h)
20240914-06:39:48 nb_generated 1586 model 2 (finishes Sat 06:42 -- 402/h)
20240914-06:40:03 nb_generated 1588 model 3 (finishes Sat 06:42 -- 401/h)
20240914-06:40:11 nb_generated 1589 model 0 (finishes Sat 06:42 -- 401/h)
20240914-06:40:31 nb_generated 1590 model 1 (finishes Sat 06:42 -- 401/h)
20240914-06:40:47 nb_generated 1591 model 3 (finishes Sat 06:42 -- 401/h)
20240914-06:40:54 nb_generated 1593 model 7 (finishes Sat 06:42 -- 401/h)
20240914-06:41:04 nb_generated 1595 model 7 (finishes Sat 06:42 -- 401/h)
20240914-06:41:21 nb_generated 1597 model 1 (finishes Sat 06:42 -- 401/h)
20240914-06:41:33 nb_generated 1597 model 1 (finishes Sat 06:42 -- 401/h)
20240914-06:41:41 nb_generated 1603 model 0 (finishes Sat 06:42 -- 402/h)
20240914-06:41:47 nb_generated 1604 model 7 (finishes Sat 06:42 -- 402/h)
20240914-06:41:57 nb_generated 1612 model 0 (finishes now! -- 404/h)
20240914-06:41:57 generate_c_quizz_speed 403/h
20240914-06:42:16 wrote culture_c_quiz_1365.png
20240914-06:44:51 wrote culture_c_quiz_1365_solvable.png
20240914-06:44:51 generated_c_quizzes c_quizzes.size()=torch.Size([3216, 404])
20240914-06:44:51 nb_c_quizzes 3216
20240914-06:44:51 training model 0 (accuracy 0)
20240914-06:44:51 training model 1 (accuracy 0)
20240914-06:46:54 train_loss 1365 model 1 0.011433914783465298
20240914-06:46:54 train_loss 1365 model 0 0.011329761648037675
20240914-06:46:56 test_loss 1365 model 1 0.006986820980250741
20240914-06:46:56 test_loss 1365 model 0 0.010466229357177781
20240914-06:47:30 test_accuracy 1365 model 0 nb_correct 771 / 806 (95.66%)
20240914-06:47:35 test_accuracy 1365 model 1 nb_correct 785 / 829 (94.69%)
20240914-06:47:36 wrote ae_000.pth
20240914-06:47:36 wrote ae_001.pth
20240914-06:47:37 wrote ae_002.pth
20240914-06:47:38 wrote ae_003.pth
20240914-06:47:38 wrote ae_004.pth
20240914-06:47:39 wrote ae_005.pth
20240914-06:47:40 wrote ae_006.pth
20240914-06:47:40 wrote ae_007.pth
20240914-06:47:41 wrote ae_008.pth
20240914-06:47:42 wrote ae_009.pth
20240914-06:47:42 epoch_duration 2min50s next_finish 06:50:32
20240914-06:47:42 wrote state.pth
20240914-06:47:42 --- epoch 1366 ----------------------------------------
20240914-06:47:42 current_test_accuracies 0.9566 0.9469 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-06:47:42 time_train=163 time_c_quizzes=11161
20240914-06:47:42 nb_c_quizzes 3216
20240914-06:47:42 training model 2 (accuracy 0)
20240914-06:47:42 training model 3 (accuracy 0)
20240914-06:49:45 train_loss 1366 model 2 0.01086155548385068
20240914-06:49:45 train_loss 1366 model 3 0.011121401476361824
20240914-06:49:47 test_loss 1366 model 2 0.007488271900206201
20240914-06:49:47 test_loss 1366 model 3 0.007486565179948457
20240914-06:50:24 test_accuracy 1366 model 2 nb_correct 722 / 792 (91.16%)
20240914-06:50:25 test_accuracy 1366 model 3 nb_correct 766 / 790 (96.96%)
20240914-06:50:26 wrote ae_000.pth
20240914-06:50:26 wrote ae_001.pth
20240914-06:50:27 wrote ae_002.pth
20240914-06:50:28 wrote ae_003.pth
20240914-06:50:28 wrote ae_004.pth
20240914-06:50:29 wrote ae_005.pth
20240914-06:50:30 wrote ae_006.pth
20240914-06:50:30 wrote ae_007.pth
20240914-06:50:31 wrote ae_008.pth
20240914-06:50:32 wrote ae_009.pth
20240914-06:50:32 epoch_duration 2min50s next_finish 06:53:22
20240914-06:50:32 wrote state.pth
20240914-06:50:32 --- epoch 1367 ----------------------------------------
20240914-06:50:32 current_test_accuracies 0.9566 0.9469 0.9116 0.9696 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-06:50:32 time_train=326 time_c_quizzes=11161
20240914-06:50:32 nb_c_quizzes 3216
20240914-06:50:32 training model 4 (accuracy 0)
20240914-06:50:32 training model 5 (accuracy 0)
20240914-06:52:35 train_loss 1367 model 4 0.010578569839048214
20240914-06:52:35 train_loss 1367 model 5 0.01082251233484385
20240914-06:52:37 test_loss 1367 model 4 0.007199310734654319
20240914-06:52:37 test_loss 1367 model 5 0.006251805135522659
20240914-06:53:14 test_accuracy 1367 model 4 nb_correct 744 / 796 (93.47%)
20240914-06:53:14 test_accuracy 1367 model 5 nb_correct 771 / 809 (95.30%)
20240914-06:53:15 wrote ae_000.pth
20240914-06:53:15 wrote ae_001.pth
20240914-06:53:16 wrote ae_002.pth
20240914-06:53:17 wrote ae_003.pth
20240914-06:53:17 wrote ae_004.pth
20240914-06:53:18 wrote ae_005.pth
20240914-06:53:19 wrote ae_006.pth
20240914-06:53:19 wrote ae_007.pth
20240914-06:53:20 wrote ae_008.pth
20240914-06:53:21 wrote ae_009.pth
20240914-06:53:21 epoch_duration 2min48s next_finish 06:56:10
20240914-06:53:21 wrote state.pth
20240914-06:53:21 --- epoch 1368 ----------------------------------------
20240914-06:53:21 current_test_accuracies 0.9566 0.9469 0.9116 0.9696 0.9347 0.9530 0.0000 0.0000 0.0000 0.0000
20240914-06:53:21 time_train=487 time_c_quizzes=11161
20240914-06:53:21 nb_c_quizzes 3216
20240914-06:53:21 training model 6 (accuracy 0)
20240914-06:53:21 training model 7 (accuracy 0)
20240914-06:55:24 train_loss 1368 model 6 0.011080652767084757
20240914-06:55:24 train_loss 1368 model 7 0.011736898137512981
20240914-06:55:25 test_loss 1368 model 6 0.007284339576028742
20240914-06:55:26 test_loss 1368 model 7 0.00824637030541453
20240914-06:55:59 test_accuracy 1368 model 6 nb_correct 777 / 802 (96.88%)
20240914-06:56:04 test_accuracy 1368 model 7 nb_correct 778 / 809 (96.17%)
20240914-06:56:05 wrote ae_000.pth
20240914-06:56:06 wrote ae_001.pth
20240914-06:56:07 wrote ae_002.pth
20240914-06:56:07 wrote ae_003.pth
20240914-06:56:08 wrote ae_004.pth
20240914-06:56:09 wrote ae_005.pth
20240914-06:56:09 wrote ae_006.pth
20240914-06:56:10 wrote ae_007.pth
20240914-06:56:11 wrote ae_008.pth
20240914-06:56:11 wrote ae_009.pth
20240914-06:56:11 epoch_duration 2min50s next_finish 06:59:02
20240914-06:56:11 wrote state.pth
20240914-06:56:11 --- epoch 1369 ----------------------------------------
20240914-06:56:11 current_test_accuracies 0.9566 0.9469 0.9116 0.9696 0.9347 0.9530 0.9688 0.9617 0.0000 0.0000
20240914-06:56:11 time_train=650 time_c_quizzes=11161
20240914-06:56:11 nb_c_quizzes 3216
20240914-06:56:11 training model 8 (accuracy 0)
20240914-06:56:11 training model 9 (accuracy 0)
20240914-06:58:15 train_loss 1369 model 9 0.011192142039173632
20240914-06:58:15 train_loss 1369 model 8 0.010349468720012737
20240914-06:58:16 test_loss 1369 model 9 0.007871337550328405
20240914-06:58:16 test_loss 1369 model 8 0.010128293191439753
20240914-06:58:52 test_accuracy 1369 model 8 nb_correct 769 / 797 (96.49%)
20240914-06:58:54 test_accuracy 1369 model 9 nb_correct 758 / 800 (94.75%)
20240914-06:58:54 wrote ae_000.pth
20240914-06:58:55 wrote ae_001.pth
20240914-06:58:56 wrote ae_002.pth
20240914-06:58:57 wrote ae_003.pth
20240914-06:58:57 wrote ae_004.pth
20240914-06:58:58 wrote ae_005.pth
20240914-06:58:59 wrote ae_006.pth
20240914-06:58:59 wrote ae_007.pth
20240914-06:59:00 wrote ae_008.pth
20240914-06:59:01 wrote ae_009.pth
20240914-06:59:01 epoch_duration 2min49s next_finish 07:01:50
20240914-06:59:01 wrote state.pth
20240914-06:59:01 --- epoch 1370 ----------------------------------------
20240914-06:59:01 current_test_accuracies 0.9566 0.9469 0.9116 0.9696 0.9347 0.9530 0.9688 0.9617 0.9649 0.9475
20240914-06:59:01 time_train=812 time_c_quizzes=11161
20240914-06:59:01 nb_c_quizzes 3216
20240914-06:59:01 training model 2 (accuracy 0.9116161465644836)
20240914-06:59:01 training model 4 (accuracy 0.9346733689308167)
20240914-07:01:04 train_loss 1370 model 2 0.010411984862725149
20240914-07:01:04 train_loss 1370 model 4 0.010897081589142545
20240914-07:01:06 test_loss 1370 model 2 0.007128569510251736
20240914-07:01:06 test_loss 1370 model 4 0.0080765480941281
20240914-07:01:41 test_accuracy 1370 model 4 nb_correct 774 / 799 (96.87%)
20240914-07:01:41 test_accuracy 1370 model 2 nb_correct 766 / 793 (96.60%)
20240914-07:01:42 wrote ae_000.pth
20240914-07:01:43 wrote ae_001.pth
20240914-07:01:43 wrote ae_002.pth
20240914-07:01:44 wrote ae_003.pth
20240914-07:01:45 wrote ae_004.pth
20240914-07:01:46 wrote ae_005.pth
20240914-07:01:46 wrote ae_006.pth
20240914-07:01:47 wrote ae_007.pth
20240914-07:01:48 wrote ae_008.pth
20240914-07:01:48 wrote ae_009.pth
20240914-07:01:48 epoch_duration 2min47s next_finish 07:04:36
20240914-07:01:48 wrote state.pth
20240914-07:01:48 --- epoch 1371 ----------------------------------------
20240914-07:01:48 current_test_accuracies 0.9566 0.9469 0.9660 0.9696 0.9687 0.9530 0.9688 0.9617 0.9649 0.9475
20240914-07:01:48 time_train=972 time_c_quizzes=11161
20240914-07:01:48 nb_c_quizzes 3216
20240914-07:01:48 training model 1 (accuracy 0.9469240307807922)
20240914-07:01:48 training model 9 (accuracy 0.9474999904632568)
20240914-07:03:52 train_loss 1371 model 9 0.011606826879997242
20240914-07:03:52 train_loss 1371 model 1 0.010896193873815718
20240914-07:03:53 test_loss 1371 model 9 0.00778005700588551
20240914-07:03:53 test_loss 1371 model 1 0.006696519239397958
20240914-07:04:27 test_accuracy 1371 model 1 nb_correct 773 / 803 (96.26%)
20240914-07:04:29 test_accuracy 1371 model 9 nb_correct 749 / 791 (94.69%)
20240914-07:04:30 wrote ae_000.pth
20240914-07:04:30 wrote ae_001.pth
20240914-07:04:31 wrote ae_002.pth
20240914-07:04:32 wrote ae_003.pth
20240914-07:04:32 wrote ae_004.pth
20240914-07:04:33 wrote ae_005.pth
20240914-07:04:34 wrote ae_006.pth
20240914-07:04:35 wrote ae_007.pth
20240914-07:04:35 wrote ae_008.pth
20240914-07:04:36 wrote ae_009.pth
20240914-07:04:36 epoch_duration 2min47s next_finish 07:07:23
20240914-07:04:36 wrote state.pth
20240914-07:04:36 --- epoch 1372 ----------------------------------------
20240914-07:04:36 current_test_accuracies 0.9566 0.9626 0.9660 0.9696 0.9687 0.9530 0.9688 0.9617 0.9649 0.9469
20240914-07:04:36 time_train=1132 time_c_quizzes=11161
20240914-07:04:36 nb_c_quizzes 3216
20240914-07:04:36 training model 9 (accuracy 0.9469026327133179)
20240914-07:04:36 training model 5 (accuracy 0.9530284404754639)
20240914-07:06:40 train_loss 1372 model 5 0.01096702737797932
20240914-07:06:40 train_loss 1372 model 9 0.011471739781887664
20240914-07:06:41 test_loss 1372 model 9 0.00802900798363737
20240914-07:06:42 test_loss 1372 model 5 0.005302105639650279
20240914-07:07:16 test_accuracy 1372 model 5 nb_correct 754 / 796 (94.72%)
20240914-07:07:18 test_accuracy 1372 model 9 nb_correct 760 / 796 (95.48%)
20240914-07:07:19 wrote ae_000.pth
20240914-07:07:20 wrote ae_001.pth
20240914-07:07:21 wrote ae_002.pth
20240914-07:07:21 wrote ae_003.pth
20240914-07:07:22 wrote ae_004.pth
20240914-07:07:23 wrote ae_005.pth
20240914-07:07:23 wrote ae_006.pth
20240914-07:07:24 wrote ae_007.pth
20240914-07:07:25 wrote ae_008.pth
20240914-07:07:26 wrote ae_009.pth
20240914-07:07:26 epoch_duration 2min49s next_finish 07:10:15
20240914-07:07:26 wrote state.pth
20240914-07:07:26 --- epoch 1373 ----------------------------------------
20240914-07:07:26 current_test_accuracies 0.9566 0.9626 0.9660 0.9696 0.9687 0.9472 0.9688 0.9617 0.9649 0.9548
20240914-07:07:26 time_train=1294 time_c_quizzes=11161
20240914-07:07:26 nb_c_quizzes 3216
20240914-07:07:26 training model 5 (accuracy 0.947236180305481)
20240914-07:07:26 training model 9 (accuracy 0.9547738432884216)
20240914-07:09:29 train_loss 1373 model 9 0.011825223295045362
20240914-07:09:29 train_loss 1373 model 5 0.010705508729311987
20240914-07:09:30 test_loss 1373 model 9 0.005814001283880543
20240914-07:09:30 test_loss 1373 model 5 0.009549754030154034
20240914-07:10:07 test_accuracy 1373 model 5 nb_correct 748 / 795 (94.09%)
20240914-07:10:07 test_accuracy 1373 model 9 nb_correct 735 / 770 (95.45%)
20240914-07:10:08 wrote ae_000.pth
20240914-07:10:09 wrote ae_001.pth
20240914-07:10:09 wrote ae_002.pth
20240914-07:10:10 wrote ae_003.pth
20240914-07:10:11 wrote ae_004.pth
20240914-07:10:11 wrote ae_005.pth
20240914-07:10:12 wrote ae_006.pth
20240914-07:10:13 wrote ae_007.pth
20240914-07:10:14 wrote ae_008.pth
20240914-07:10:14 wrote ae_009.pth
20240914-07:10:14 epoch_duration 2min48s next_finish 07:13:03
20240914-07:10:14 wrote state.pth
20240914-07:10:14 --- epoch 1374 ----------------------------------------
20240914-07:10:14 current_test_accuracies 0.9566 0.9626 0.9660 0.9696 0.9687 0.9409 0.9688 0.9617 0.9649 0.9545
20240914-07:10:14 time_train=1455 time_c_quizzes=11161
20240914-07:10:14 nb_c_quizzes 3216
20240914-07:10:14 training model 5 (accuracy 0.9408804774284363)
20240914-07:10:14 training model 9 (accuracy 0.9545454382896423)
20240914-07:12:18 train_loss 1374 model 5 0.011092292881838148
20240914-07:12:18 train_loss 1374 model 9 0.011331500821594091
20240914-07:12:20 test_loss 1374 model 5 0.008903187431982929
20240914-07:12:20 test_loss 1374 model 9 0.00522903120485978
20240914-07:12:53 test_accuracy 1374 model 5 nb_correct 759 / 825 (92.00%)
20240914-07:12:55 test_accuracy 1374 model 9 nb_correct 792 / 830 (95.42%)
20240914-07:12:56 wrote ae_000.pth
20240914-07:12:57 wrote ae_001.pth
20240914-07:12:57 wrote ae_002.pth
20240914-07:12:58 wrote ae_003.pth
20240914-07:12:59 wrote ae_004.pth
20240914-07:13:00 wrote ae_005.pth
20240914-07:13:00 wrote ae_006.pth
20240914-07:13:01 wrote ae_007.pth
20240914-07:13:02 wrote ae_008.pth
20240914-07:13:02 wrote ae_009.pth
20240914-07:13:02 epoch_duration 2min48s next_finish 07:15:50
20240914-07:13:02 wrote state.pth
20240914-07:13:02 --- epoch 1375 ----------------------------------------
20240914-07:13:02 current_test_accuracies 0.9566 0.9626 0.9660 0.9696 0.9687 0.9200 0.9688 0.9617 0.9649 0.9542
20240914-07:13:02 time_train=1616 time_c_quizzes=11161
20240914-07:13:02 nb_c_quizzes 3216
20240914-07:13:02 training model 5 (accuracy 0.9200000166893005)
20240914-07:13:02 training model 9 (accuracy 0.9542168378829956)
20240914-07:15:06 train_loss 1375 model 5 0.010653909066006235
20240914-07:15:06 train_loss 1375 model 9 0.01166068759537302
20240914-07:15:07 test_loss 1375 model 5 0.00793657588197263
20240914-07:15:07 test_loss 1375 model 9 0.007839886176179789
20240914-07:15:40 test_accuracy 1375 model 5 nb_correct 767 / 797 (96.24%)
20240914-07:15:42 test_accuracy 1375 model 9 nb_correct 747 / 785 (95.16%)
20240914-07:15:43 wrote ae_000.pth
20240914-07:15:44 wrote ae_001.pth
20240914-07:15:44 wrote ae_002.pth
20240914-07:15:45 wrote ae_003.pth
20240914-07:15:46 wrote ae_004.pth
20240914-07:15:46 wrote ae_005.pth
20240914-07:15:47 wrote ae_006.pth
20240914-07:15:48 wrote ae_007.pth
20240914-07:15:48 wrote ae_008.pth
20240914-07:15:49 wrote ae_009.pth
20240914-07:15:49 epoch_duration 2min46s next_finish 07:18:36
20240914-07:15:49 wrote state.pth
20240914-07:15:49 --- epoch 1376 ----------------------------------------
20240914-07:15:49 current_test_accuracies 0.9566 0.9626 0.9660 0.9696 0.9687 0.9624 0.9688 0.9617 0.9649 0.9516
20240914-07:15:49 time_train=1775 time_c_quizzes=11161
20240914-07:15:49 nb_c_quizzes 3216
20240914-07:15:49 training model 9 (accuracy 0.9515923857688904)
20240914-07:15:49 training model 0 (accuracy 0.9565756916999817)
20240914-07:17:52 train_loss 1376 model 9 0.011241143668708901
20240914-07:17:52 train_loss 1376 model 0 0.0113037900642139
20240914-07:17:54 test_loss 1376 model 9 0.008762066417182269
20240914-07:17:54 test_loss 1376 model 0 0.007667376008579652
20240914-07:18:26 test_accuracy 1376 model 0 nb_correct 787 / 818 (96.21%)
20240914-07:18:30 test_accuracy 1376 model 9 nb_correct 770 / 814 (94.59%)
20240914-07:18:31 wrote ae_000.pth
20240914-07:18:31 wrote ae_001.pth
20240914-07:18:32 wrote ae_002.pth
20240914-07:18:33 wrote ae_003.pth
20240914-07:18:33 wrote ae_004.pth
20240914-07:18:34 wrote ae_005.pth
20240914-07:18:35 wrote ae_006.pth
20240914-07:18:35 wrote ae_007.pth
20240914-07:18:36 wrote ae_008.pth
20240914-07:18:37 wrote ae_009.pth
20240914-07:18:37 epoch_duration 2min47s next_finish 07:21:24
20240914-07:18:37 wrote state.pth
20240914-07:18:37 --- epoch 1377 ----------------------------------------
20240914-07:18:37 current_test_accuracies 0.9621 0.9626 0.9660 0.9696 0.9687 0.9624 0.9688 0.9617 0.9649 0.9459
20240914-07:18:37 time_train=1935 time_c_quizzes=11161
20240914-07:18:37 nb_c_quizzes 3216
20240914-07:18:37 training model 9 (accuracy 0.9459459185600281)
20240914-07:18:37 training model 7 (accuracy 0.961681067943573)
20240914-07:20:40 train_loss 1377 model 7 0.011746851024483477
20240914-07:20:40 train_loss 1377 model 9 0.011269859553684
20240914-07:20:42 test_loss 1377 model 7 0.008555446655893206
20240914-07:20:42 test_loss 1377 model 9 0.007281591657721975
20240914-07:21:18 test_accuracy 1377 model 9 nb_correct 755 / 787 (95.93%)
20240914-07:21:20 test_accuracy 1377 model 7 nb_correct 775 / 811 (95.56%)
20240914-07:21:21 wrote ae_000.pth
20240914-07:21:22 wrote ae_001.pth
20240914-07:21:22 wrote ae_002.pth
20240914-07:21:23 wrote ae_003.pth
20240914-07:21:24 wrote ae_004.pth
20240914-07:21:24 wrote ae_005.pth
20240914-07:21:25 wrote ae_006.pth
20240914-07:21:26 wrote ae_007.pth
20240914-07:21:26 wrote ae_008.pth
20240914-07:21:27 wrote ae_009.pth
20240914-07:21:27 epoch_duration 2min50s next_finish 07:24:18
20240914-07:21:27 wrote state.pth
20240914-07:21:27 --- epoch 1378 ----------------------------------------
20240914-07:21:27 current_test_accuracies 0.9621 0.9626 0.9660 0.9696 0.9687 0.9624 0.9688 0.9556 0.9649 0.9593
20240914-07:21:27 time_train=2098 time_c_quizzes=11161
20240914-07:21:27 nb_c_quizzes 3216
20240914-07:21:27 training model 7 (accuracy 0.9556103348731995)
20240914-07:21:27 training model 9 (accuracy 0.9593392610549927)
20240914-07:23:31 train_loss 1378 model 7 0.011950788915695738
20240914-07:23:31 train_loss 1378 model 9 0.011069074264649316
20240914-07:23:32 test_loss 1378 model 7 0.007384421509448203
20240914-07:23:32 test_loss 1378 model 9 0.009923790028159374
20240914-07:24:08 test_accuracy 1378 model 7 nb_correct 769 / 798 (96.37%)
20240914-07:24:08 test_accuracy 1378 model 9 nb_correct 762 / 800 (95.25%)
20240914-07:24:09 wrote ae_000.pth
20240914-07:24:10 wrote ae_001.pth
20240914-07:24:10 wrote ae_002.pth
20240914-07:24:11 wrote ae_003.pth
20240914-07:24:12 wrote ae_004.pth
20240914-07:24:13 wrote ae_005.pth
20240914-07:24:13 wrote ae_006.pth
20240914-07:24:14 wrote ae_007.pth
20240914-07:24:15 wrote ae_008.pth
20240914-07:24:15 wrote ae_009.pth
20240914-07:24:15 epoch_duration 2min48s next_finish 07:27:03
20240914-07:24:15 wrote state.pth
20240914-07:24:15 --- epoch 1379 ----------------------------------------
20240914-07:24:15 current_test_accuracies 0.9621 0.9626 0.9660 0.9696 0.9687 0.9624 0.9688 0.9637 0.9649 0.9525
20240914-07:24:15 time_train=2259 time_c_quizzes=11161
20240914-07:24:15 nb_c_quizzes 3216
20240914-07:24:15 training model 9 (accuracy 0.9524999856948853)
20240914-07:24:15 training model 0 (accuracy 0.9621027112007141)
20240914-07:26:19 train_loss 1379 model 0 0.010561330729984547
20240914-07:26:19 train_loss 1379 model 9 0.0108210716182557
20240914-07:26:20 test_loss 1379 model 0 0.009978056943458569
20240914-07:26:20 test_loss 1379 model 9 0.00791291913287182
20240914-07:26:54 test_accuracy 1379 model 0 nb_correct 781 / 811 (96.30%)
20240914-07:26:55 test_accuracy 1379 model 9 nb_correct 763 / 805 (94.78%)
20240914-07:26:56 wrote ae_000.pth
20240914-07:26:57 wrote ae_001.pth
20240914-07:26:57 wrote ae_002.pth
20240914-07:26:58 wrote ae_003.pth
20240914-07:26:59 wrote ae_004.pth
20240914-07:27:00 wrote ae_005.pth
20240914-07:27:00 wrote ae_006.pth
20240914-07:27:01 wrote ae_007.pth
20240914-07:27:02 wrote ae_008.pth
20240914-07:27:02 wrote ae_009.pth
20240914-07:27:02 epoch_duration 2min47s next_finish 07:29:49
20240914-07:27:02 wrote state.pth
20240914-07:27:02 --- epoch 1380 ----------------------------------------
20240914-07:27:02 current_test_accuracies 0.9630 0.9626 0.9660 0.9696 0.9687 0.9624 0.9688 0.9637 0.9649 0.9478
20240914-07:27:02 time_train=2419 time_c_quizzes=11161
20240914-07:27:02 nb_c_quizzes 3216
20240914-07:27:02 training model 9 (accuracy 0.947826087474823)
20240914-07:27:02 training model 5 (accuracy 0.962358832359314)
20240914-07:29:06 train_loss 1380 model 9 0.011268335149798987
20240914-07:29:06 train_loss 1380 model 5 0.011314036264596325
20240914-07:29:08 test_loss 1380 model 9 0.008781927209997775
20240914-07:29:08 test_loss 1380 model 5 0.006557956231735318
20240914-07:29:44 test_accuracy 1380 model 5 nb_correct 763 / 790 (96.58%)
20240914-07:29:46 test_accuracy 1380 model 9 nb_correct 781 / 809 (96.54%)
20240914-07:29:47 wrote ae_000.pth
20240914-07:29:47 wrote ae_001.pth
20240914-07:29:48 wrote ae_002.pth
20240914-07:29:49 wrote ae_003.pth
20240914-07:29:50 wrote ae_004.pth
20240914-07:29:50 wrote ae_005.pth
20240914-07:29:51 wrote ae_006.pth
20240914-07:29:52 wrote ae_007.pth
20240914-07:29:52 wrote ae_008.pth
20240914-07:29:53 wrote ae_009.pth
20240914-07:29:53 epoch_duration 2min50s next_finish 07:32:44
20240914-07:29:53 wrote state.pth
20240914-07:29:53 --- epoch 1381 ----------------------------------------
20240914-07:29:53 current_test_accuracies 0.9630 0.9626 0.9660 0.9696 0.9687 0.9658 0.9688 0.9637 0.9649 0.9654
20240914-07:29:53 time_train=2582 time_c_quizzes=11161
20240914-07:29:53 nb_c_quizzes 3216
20240914-07:29:53 training model 1 (accuracy 0.962640106678009)
20240914-07:29:53 training model 0 (accuracy 0.9630086421966553)
20240914-07:31:56 train_loss 1381 model 1 0.010505132214243531
20240914-07:31:56 train_loss 1381 model 0 0.011288868870593887
20240914-07:31:58 test_loss 1381 model 1 0.006956274211161073
20240914-07:31:58 test_loss 1381 model 0 0.007755452332150981
20240914-07:32:32 test_accuracy 1381 model 0 nb_correct 752 / 799 (94.12%)
20240914-07:32:35 test_accuracy 1381 model 1 nb_correct 750 / 782 (95.91%)
20240914-07:32:36 wrote ae_000.pth
20240914-07:32:37 wrote ae_001.pth
20240914-07:32:37 wrote ae_002.pth
20240914-07:32:38 wrote ae_003.pth
20240914-07:32:39 wrote ae_004.pth
20240914-07:32:39 wrote ae_005.pth
20240914-07:32:40 wrote ae_006.pth
20240914-07:32:41 wrote ae_007.pth
20240914-07:32:41 wrote ae_008.pth
20240914-07:32:42 wrote ae_009.pth
20240914-07:32:42 epoch_duration 2min49s next_finish 07:35:31
20240914-07:32:42 wrote state.pth
20240914-07:32:42 --- epoch 1382 ----------------------------------------
20240914-07:32:42 current_test_accuracies 0.9412 0.9591 0.9660 0.9696 0.9687 0.9658 0.9688 0.9637 0.9649 0.9654
20240914-07:32:42 time_train=2744 time_c_quizzes=11161
20240914-07:32:42 nb_c_quizzes 3216
20240914-07:32:42 training model 0 (accuracy 0.9411764740943909)
20240914-07:32:42 training model 1 (accuracy 0.9590792655944824)
20240914-07:34:46 train_loss 1382 model 1 0.01083668099928218
20240914-07:34:46 train_loss 1382 model 0 0.011114685270069457
20240914-07:34:48 test_loss 1382 model 1 0.00756081671913762
20240914-07:34:48 test_loss 1382 model 0 0.008985024178514323
20240914-07:35:20 test_accuracy 1382 model 1 nb_correct 798 / 822 (97.08%)
20240914-07:35:23 test_accuracy 1382 model 0 nb_correct 775 / 806 (96.15%)
20240914-07:35:23 wrote ae_000.pth
20240914-07:35:24 wrote ae_001.pth
20240914-07:35:25 wrote ae_002.pth
20240914-07:35:26 wrote ae_003.pth
20240914-07:35:26 wrote ae_004.pth
20240914-07:35:27 wrote ae_005.pth
20240914-07:35:28 wrote ae_006.pth
20240914-07:35:28 wrote ae_007.pth
20240914-07:35:29 wrote ae_008.pth
20240914-07:35:30 wrote ae_009.pth
20240914-07:35:30 epoch_duration 2min47s next_finish 07:38:17
20240914-07:35:30 wrote state.pth
20240914-07:35:30 --- epoch 1383 ----------------------------------------
20240914-07:35:30 current_test_accuracies 0.9615 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9637 0.9649 0.9654
20240914-07:35:30 time_train=2904 time_c_quizzes=11161
20240914-07:35:30 nb_c_quizzes 3216
20240914-07:35:30 training model 0 (accuracy 0.9615384340286255)
20240914-07:35:30 training model 7 (accuracy 0.9636591672897339)
20240914-07:37:34 train_loss 1383 model 0 0.010449596347387341
20240914-07:37:34 train_loss 1383 model 7 0.012912307550515834
20240914-07:37:35 test_loss 1383 model 0 0.006670561083823401
20240914-07:37:35 test_loss 1383 model 7 0.006629441107017087
20240914-07:38:08 test_accuracy 1383 model 0 nb_correct 775 / 805 (96.27%)
20240914-07:38:09 test_accuracy 1383 model 7 nb_correct 771 / 804 (95.90%)
20240914-07:38:10 wrote ae_000.pth
20240914-07:38:10 wrote ae_001.pth
20240914-07:38:11 wrote ae_002.pth
20240914-07:38:12 wrote ae_003.pth
20240914-07:38:13 wrote ae_004.pth
20240914-07:38:13 wrote ae_005.pth
20240914-07:38:14 wrote ae_006.pth
20240914-07:38:15 wrote ae_007.pth
20240914-07:38:15 wrote ae_008.pth
20240914-07:38:16 wrote ae_009.pth
20240914-07:38:16 epoch_duration 2min46s next_finish 07:41:02
20240914-07:38:16 wrote state.pth
20240914-07:38:16 --- epoch 1384 ----------------------------------------
20240914-07:38:16 current_test_accuracies 0.9627 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9590 0.9649 0.9654
20240914-07:38:16 time_train=3063 time_c_quizzes=11161
20240914-07:38:16 nb_c_quizzes 3216
20240914-07:38:16 training model 7 (accuracy 0.9589552283287048)
20240914-07:38:16 training model 0 (accuracy 0.9627329111099243)
20240914-07:40:20 train_loss 1384 model 0 0.011399737618640757
20240914-07:40:20 train_loss 1384 model 7 0.010902381553463783
20240914-07:40:22 test_loss 1384 model 0 0.009420603053489707
20240914-07:40:22 test_loss 1384 model 7 0.00620366125340297
20240914-07:40:54 test_accuracy 1384 model 0 nb_correct 773 / 808 (95.67%)
20240914-07:41:01 test_accuracy 1384 model 7 nb_correct 780 / 811 (96.18%)
20240914-07:41:01 wrote ae_000.pth
20240914-07:41:02 wrote ae_001.pth
20240914-07:41:03 wrote ae_002.pth
20240914-07:41:03 wrote ae_003.pth
20240914-07:41:04 wrote ae_004.pth
20240914-07:41:05 wrote ae_005.pth
20240914-07:41:06 wrote ae_006.pth
20240914-07:41:06 wrote ae_007.pth
20240914-07:41:07 wrote ae_008.pth
20240914-07:41:08 wrote ae_009.pth
20240914-07:41:08 epoch_duration 2min51s next_finish 07:43:59
20240914-07:41:08 wrote state.pth
20240914-07:41:08 --- epoch 1385 ----------------------------------------
20240914-07:41:08 current_test_accuracies 0.9567 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9618 0.9649 0.9654
20240914-07:41:08 time_train=3227 time_c_quizzes=11161
20240914-07:41:08 nb_c_quizzes 3216
20240914-07:41:08 training model 0 (accuracy 0.9566831588745117)
20240914-07:41:08 training model 7 (accuracy 0.9617756009101868)
20240914-07:43:11 train_loss 1385 model 0 0.010444472542684708
20240914-07:43:11 train_loss 1385 model 7 0.011180837473819339
20240914-07:43:13 test_loss 1385 model 0 0.00964410908326272
20240914-07:43:13 test_loss 1385 model 7 0.00906922871158713
20240914-07:43:45 test_accuracy 1385 model 0 nb_correct 792 / 820 (96.59%)
20240914-07:43:47 test_accuracy 1385 model 7 nb_correct 733 / 781 (93.85%)
20240914-07:43:48 wrote ae_000.pth
20240914-07:43:49 wrote ae_001.pth
20240914-07:43:50 wrote ae_002.pth
20240914-07:43:50 wrote ae_003.pth
20240914-07:43:51 wrote ae_004.pth
20240914-07:43:52 wrote ae_005.pth
20240914-07:43:52 wrote ae_006.pth
20240914-07:43:53 wrote ae_007.pth
20240914-07:43:54 wrote ae_008.pth
20240914-07:43:55 wrote ae_009.pth
20240914-07:43:55 epoch_duration 2min46s next_finish 07:46:41
20240914-07:43:55 wrote state.pth
20240914-07:43:55 --- epoch 1386 ----------------------------------------
20240914-07:43:55 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9385 0.9649 0.9654
20240914-07:43:55 time_train=3386 time_c_quizzes=11161
20240914-07:43:55 nb_c_quizzes 3216
20240914-07:43:55 training model 7 (accuracy 0.9385403394699097)
20240914-07:43:55 training model 8 (accuracy 0.9648682475090027)
20240914-07:45:58 train_loss 1386 model 8 0.010176796034045765
20240914-07:45:58 train_loss 1386 model 7 0.011219142612091674
20240914-07:46:00 test_loss 1386 model 8 0.008741072426096253
20240914-07:46:00 test_loss 1386 model 7 0.006212335222926413
20240914-07:46:35 test_accuracy 1386 model 8 nb_correct 795 / 818 (97.19%)
20240914-07:46:36 test_accuracy 1386 model 7 nb_correct 750 / 794 (94.46%)
20240914-07:46:37 wrote ae_000.pth
20240914-07:46:38 wrote ae_001.pth
20240914-07:46:38 wrote ae_002.pth
20240914-07:46:39 wrote ae_003.pth
20240914-07:46:40 wrote ae_004.pth
20240914-07:46:40 wrote ae_005.pth
20240914-07:46:41 wrote ae_006.pth
20240914-07:46:42 wrote ae_007.pth
20240914-07:46:42 wrote ae_008.pth
20240914-07:46:43 wrote ae_009.pth
20240914-07:46:43 epoch_duration 2min48s next_finish 07:49:32
20240914-07:46:43 wrote state.pth
20240914-07:46:43 --- epoch 1387 ----------------------------------------
20240914-07:46:43 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9446 0.9719 0.9654
20240914-07:46:43 time_train=3547 time_c_quizzes=11161
20240914-07:46:43 nb_c_quizzes 3216
20240914-07:46:43 training model 7 (accuracy 0.9445843696594238)
20240914-07:46:43 training model 9 (accuracy 0.9653893709182739)
20240914-07:48:46 train_loss 1387 model 7 0.011180010786488311
20240914-07:48:46 train_loss 1387 model 9 0.011464928947352746
20240914-07:48:48 test_loss 1387 model 7 0.009279927062814863
20240914-07:48:48 test_loss 1387 model 9 0.005292413880226121
20240914-07:49:20 test_accuracy 1387 model 7 nb_correct 744 / 775 (96.00%)
20240914-07:49:25 test_accuracy 1387 model 9 nb_correct 772 / 808 (95.54%)
20240914-07:49:25 wrote ae_000.pth
20240914-07:49:26 wrote ae_001.pth
20240914-07:49:27 wrote ae_002.pth
20240914-07:49:27 wrote ae_003.pth
20240914-07:49:28 wrote ae_004.pth
20240914-07:49:29 wrote ae_005.pth
20240914-07:49:30 wrote ae_006.pth
20240914-07:49:30 wrote ae_007.pth
20240914-07:49:31 wrote ae_008.pth
20240914-07:49:32 wrote ae_009.pth
20240914-07:49:32 epoch_duration 2min48s next_finish 07:52:20
20240914-07:49:32 wrote state.pth
20240914-07:49:32 --- epoch 1388 ----------------------------------------
20240914-07:49:32 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9600 0.9719 0.9554
20240914-07:49:32 time_train=3708 time_c_quizzes=11161
20240914-07:49:32 nb_c_quizzes 3216
20240914-07:49:32 training model 9 (accuracy 0.9554455280303955)
20240914-07:49:32 training model 7 (accuracy 0.9599999785423279)
20240914-07:51:35 train_loss 1388 model 7 0.011817402828721242
20240914-07:51:35 train_loss 1388 model 9 0.011555961472844501
20240914-07:51:37 test_loss 1388 model 7 0.0091673227977358
20240914-07:51:37 test_loss 1388 model 9 0.008480923175977751
20240914-07:52:11 test_accuracy 1388 model 7 nb_correct 790 / 831 (95.07%)
20240914-07:52:11 test_accuracy 1388 model 9 nb_correct 798 / 831 (96.03%)
20240914-07:52:12 wrote ae_000.pth
20240914-07:52:13 wrote ae_001.pth
20240914-07:52:14 wrote ae_002.pth
20240914-07:52:14 wrote ae_003.pth
20240914-07:52:15 wrote ae_004.pth
20240914-07:52:16 wrote ae_005.pth
20240914-07:52:16 wrote ae_006.pth
20240914-07:52:17 wrote ae_007.pth
20240914-07:52:18 wrote ae_008.pth
20240914-07:52:18 wrote ae_009.pth
20240914-07:52:18 epoch_duration 2min46s next_finish 07:55:05
20240914-07:52:18 wrote state.pth
20240914-07:52:18 --- epoch 1389 ----------------------------------------
20240914-07:52:18 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9507 0.9719 0.9603
20240914-07:52:18 time_train=3867 time_c_quizzes=11161
20240914-07:52:18 nb_c_quizzes 3216
20240914-07:52:18 training model 7 (accuracy 0.950661838054657)
20240914-07:52:18 training model 9 (accuracy 0.9602888226509094)
20240914-07:54:22 train_loss 1389 model 7 0.011396398681532445
20240914-07:54:22 train_loss 1389 model 9 0.010871321631722821
20240914-07:54:24 test_loss 1389 model 7 0.008343301241745139
20240914-07:54:24 test_loss 1389 model 9 0.009673212721247637
20240914-07:54:59 test_accuracy 1389 model 7 nb_correct 774 / 794 (97.48%)
20240914-07:55:01 test_accuracy 1389 model 9 nb_correct 769 / 811 (94.82%)
20240914-07:55:01 wrote ae_000.pth
20240914-07:55:02 wrote ae_001.pth
20240914-07:55:03 wrote ae_002.pth
20240914-07:55:03 wrote ae_003.pth
20240914-07:55:04 wrote ae_004.pth
20240914-07:55:05 wrote ae_005.pth
20240914-07:55:06 wrote ae_006.pth
20240914-07:55:06 wrote ae_007.pth
20240914-07:55:07 wrote ae_008.pth
20240914-07:55:08 wrote ae_009.pth
20240914-07:55:08 epoch_duration 2min49s next_finish 07:57:57
20240914-07:55:08 wrote state.pth
20240914-07:55:08 --- epoch 1390 ----------------------------------------
20240914-07:55:08 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9658 0.9688 0.9748 0.9719 0.9482
20240914-07:55:08 time_train=4029 time_c_quizzes=11161
20240914-07:55:08 nb_c_quizzes 3216
20240914-07:55:08 training model 9 (accuracy 0.9482120871543884)
20240914-07:55:08 training model 5 (accuracy 0.9658227562904358)
20240914-07:57:11 train_loss 1390 model 5 0.01091039083276337
20240914-07:57:11 train_loss 1390 model 9 0.011171153195351507
20240914-07:57:13 test_loss 1390 model 5 0.00892682191419567
20240914-07:57:13 test_loss 1390 model 9 0.004976850468284511
20240914-07:57:51 test_accuracy 1390 model 9 nb_correct 769 / 793 (96.97%)
20240914-07:57:51 test_accuracy 1390 model 5 nb_correct 756 / 810 (93.33%)
20240914-07:57:52 wrote ae_000.pth
20240914-07:57:53 wrote ae_001.pth
20240914-07:57:53 wrote ae_002.pth
20240914-07:57:54 wrote ae_003.pth
20240914-07:57:55 wrote ae_004.pth
20240914-07:57:55 wrote ae_005.pth
20240914-07:57:56 wrote ae_006.pth
20240914-07:57:57 wrote ae_007.pth
20240914-07:57:58 wrote ae_008.pth
20240914-07:57:58 wrote ae_009.pth
20240914-07:57:58 epoch_duration 2min50s next_finish 08:00:49
20240914-07:57:58 wrote state.pth
20240914-07:57:58 --- epoch 1391 ----------------------------------------
20240914-07:57:58 current_test_accuracies 0.9659 0.9708 0.9660 0.9696 0.9687 0.9333 0.9688 0.9748 0.9719 0.9697
20240914-07:57:58 time_train=4192 time_c_quizzes=11161
20240914-07:57:58 nb_c_quizzes 3216
20240914-07:57:58 training model 5 (accuracy 0.9333333373069763)
20240914-07:57:58 training model 0 (accuracy 0.9658536314964294)
20240914-08:00:02 train_loss 1391 model 5 0.010662092915707034
20240914-08:00:02 train_loss 1391 model 0 0.010419950719333429
20240914-08:00:03 test_loss 1391 model 5 0.006544387971325704
20240914-08:00:03 test_loss 1391 model 0 0.006227682352717779
20240914-08:00:37 test_accuracy 1391 model 5 nb_correct 774 / 810 (95.56%)
20240914-08:00:38 test_accuracy 1391 model 0 nb_correct 771 / 802 (96.13%)
20240914-08:00:38 wrote ae_000.pth
20240914-08:00:39 wrote ae_001.pth
20240914-08:00:40 wrote ae_002.pth
20240914-08:00:40 wrote ae_003.pth
20240914-08:00:41 wrote ae_004.pth
20240914-08:00:42 wrote ae_005.pth
20240914-08:00:43 wrote ae_006.pth
20240914-08:00:43 wrote ae_007.pth
20240914-08:00:44 wrote ae_008.pth
20240914-08:00:45 wrote ae_009.pth
20240914-08:00:45 epoch_duration 2min46s next_finish 08:03:31
20240914-08:00:45 wrote state.pth
20240914-08:00:45 --- epoch 1392 ----------------------------------------
20240914-08:00:45 current_test_accuracies 0.9613 0.9708 0.9660 0.9696 0.9687 0.9556 0.9688 0.9748 0.9719 0.9697
20240914-08:00:45 time_train=4351 time_c_quizzes=11161
20240914-08:00:45 nb_c_quizzes 3216
20240914-08:00:45 training model 5 (accuracy 0.9555555582046509)
20240914-08:00:45 training model 0 (accuracy 0.9613466262817383)
20240914-08:02:48 train_loss 1392 model 0 0.011055109617227572
20240914-08:02:48 train_loss 1392 model 5 0.010835046287385922
20240914-08:02:49 test_loss 1392 model 0 0.008300388497355015
20240914-08:02:49 test_loss 1392 model 5 0.009219765411546631
20240914-08:03:22 test_accuracy 1392 model 5 nb_correct 760 / 799 (95.12%)
20240914-08:03:25 test_accuracy 1392 model 0 nb_correct 759 / 792 (95.83%)
20240914-08:03:26 wrote ae_000.pth
20240914-08:03:26 wrote ae_001.pth
20240914-08:03:27 wrote ae_002.pth
20240914-08:03:28 wrote ae_003.pth
20240914-08:03:28 wrote ae_004.pth
20240914-08:03:29 wrote ae_005.pth
20240914-08:03:30 wrote ae_006.pth
20240914-08:03:31 wrote ae_007.pth
20240914-08:03:31 wrote ae_008.pth
20240914-08:03:32 wrote ae_009.pth
20240914-08:03:32 epoch_duration 2min47s next_finish 08:06:19
20240914-08:03:32 wrote state.pth
20240914-08:03:32 --- epoch 1393 ----------------------------------------
20240914-08:03:32 current_test_accuracies 0.9583 0.9708 0.9660 0.9696 0.9687 0.9512 0.9688 0.9748 0.9719 0.9697
20240914-08:03:32 time_train=4511 time_c_quizzes=11161
20240914-08:03:32 nb_c_quizzes 3216
20240914-08:03:32 training model 5 (accuracy 0.9511889815330505)
20240914-08:03:32 training model 0 (accuracy 0.9583333134651184)
20240914-08:05:35 train_loss 1393 model 5 0.011695962755677101
20240914-08:05:36 train_loss 1393 model 0 0.01093483953064242
20240914-08:05:37 test_loss 1393 model 5 0.010994378467546539
20240914-08:05:37 test_loss 1393 model 0 0.007973185705515107
20240914-08:06:11 test_accuracy 1393 model 0 nb_correct 789 / 815 (96.81%)
20240914-08:06:14 test_accuracy 1393 model 5 nb_correct 770 / 805 (95.65%)
20240914-08:06:15 wrote ae_000.pth
20240914-08:06:16 wrote ae_001.pth
20240914-08:06:16 wrote ae_002.pth
20240914-08:06:17 wrote ae_003.pth
20240914-08:06:18 wrote ae_004.pth
20240914-08:06:18 wrote ae_005.pth
20240914-08:06:19 wrote ae_006.pth
20240914-08:06:20 wrote ae_007.pth
20240914-08:06:21 wrote ae_008.pth
20240914-08:06:21 wrote ae_009.pth
20240914-08:06:21 epoch_duration 2min49s next_finish 08:09:10
20240914-08:06:21 wrote state.pth
20240914-08:06:21 --- epoch 1394 ----------------------------------------
20240914-08:06:21 current_test_accuracies 0.9681 0.9708 0.9660 0.9696 0.9687 0.9565 0.9688 0.9748 0.9719 0.9697
20240914-08:06:21 time_train=4673 time_c_quizzes=11161
20240914-08:06:21 nb_c_quizzes 3216
20240914-08:06:21 training model 5 (accuracy 0.95652174949646)
20240914-08:06:21 training model 2 (accuracy 0.9659520983695984)
20240914-08:08:24 train_loss 1394 model 5 0.01011834574237082
20240914-08:08:24 train_loss 1394 model 2 0.010712314134434565
20240914-08:08:26 test_loss 1394 model 5 0.008523674815057803
20240914-08:08:26 test_loss 1394 model 2 0.007477552445067204
20240914-08:09:00 test_accuracy 1394 model 5 nb_correct 777 / 796 (97.61%)
20240914-08:09:02 test_accuracy 1394 model 2 nb_correct 773 / 811 (95.31%)
20240914-08:09:03 wrote ae_000.pth
20240914-08:09:03 wrote ae_001.pth
20240914-08:09:04 wrote ae_002.pth
20240914-08:09:05 wrote ae_003.pth
20240914-08:09:06 wrote ae_004.pth
20240914-08:09:06 wrote ae_005.pth
20240914-08:09:07 wrote ae_006.pth
20240914-08:09:08 wrote ae_007.pth
20240914-08:09:08 wrote ae_008.pth
20240914-08:09:09 wrote ae_009.pth
20240914-08:09:09 epoch_duration 2min47s next_finish 08:11:57
20240914-08:09:09 wrote state.pth
20240914-08:09:09 --- epoch 1395 ----------------------------------------
20240914-08:09:09 current_test_accuracies 0.9681 0.9708 0.9531 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:09:09 time_train=4833 time_c_quizzes=11161
20240914-08:09:09 nb_c_quizzes 3216
20240914-08:09:09 training model 2 (accuracy 0.9531442523002625)
20240914-08:09:09 training model 0 (accuracy 0.9680981636047363)
20240914-08:11:13 train_loss 1395 model 0 0.010347324000357275
20240914-08:11:13 train_loss 1395 model 2 0.010958100424704752
20240914-08:11:14 test_loss 1395 model 0 0.004717772313352952
20240914-08:11:14 test_loss 1395 model 2 0.009147289511821555
20240914-08:11:47 test_accuracy 1395 model 2 nb_correct 777 / 811 (95.81%)
20240914-08:11:49 test_accuracy 1395 model 0 nb_correct 789 / 818 (96.45%)
20240914-08:11:49 wrote ae_000.pth
20240914-08:11:50 wrote ae_001.pth
20240914-08:11:51 wrote ae_002.pth
20240914-08:11:52 wrote ae_003.pth
20240914-08:11:52 wrote ae_004.pth
20240914-08:11:53 wrote ae_005.pth
20240914-08:11:54 wrote ae_006.pth
20240914-08:11:54 wrote ae_007.pth
20240914-08:11:55 wrote ae_008.pth
20240914-08:11:56 wrote ae_009.pth
20240914-08:11:56 epoch_duration 2min46s next_finish 08:14:42
20240914-08:11:56 wrote state.pth
20240914-08:11:56 --- epoch 1396 ----------------------------------------
20240914-08:11:56 current_test_accuracies 0.9645 0.9708 0.9581 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:11:56 time_train=4992 time_c_quizzes=11161
20240914-08:11:56 nb_c_quizzes 3216
20240914-08:11:56 training model 2 (accuracy 0.9580764770507812)
20240914-08:11:56 training model 0 (accuracy 0.9645476937294006)
20240914-08:13:59 train_loss 1396 model 0 0.011282302579194494
20240914-08:13:59 train_loss 1396 model 2 0.011178471516295758
20240914-08:14:00 test_loss 1396 model 0 0.0074397667589011
20240914-08:14:01 test_loss 1396 model 2 0.00816404706139764
20240914-08:14:37 test_accuracy 1396 model 0 nb_correct 774 / 799 (96.87%)
20240914-08:14:37 test_accuracy 1396 model 2 nb_correct 759 / 786 (96.56%)
20240914-08:14:38 wrote ae_000.pth
20240914-08:14:39 wrote ae_001.pth
20240914-08:14:39 wrote ae_002.pth
20240914-08:14:40 wrote ae_003.pth
20240914-08:14:41 wrote ae_004.pth
20240914-08:14:42 wrote ae_005.pth
20240914-08:14:42 wrote ae_006.pth
20240914-08:14:43 wrote ae_007.pth
20240914-08:14:43 wrote ae_008.pth
20240914-08:14:44 wrote ae_009.pth
20240914-08:14:44 epoch_duration 2min48s next_finish 08:17:33
20240914-08:14:44 wrote state.pth
20240914-08:14:44 --- epoch 1397 ----------------------------------------
20240914-08:14:44 current_test_accuracies 0.9687 0.9708 0.9656 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:14:44 time_train=5153 time_c_quizzes=11161
20240914-08:14:44 nb_c_quizzes 3216
20240914-08:14:44 training model 2 (accuracy 0.9656488299369812)
20240914-08:14:44 training model 0 (accuracy 0.9687108993530273)
20240914-08:16:48 train_loss 1397 model 0 0.011369365520479732
20240914-08:16:48 train_loss 1397 model 2 0.01087281466154127
20240914-08:16:49 test_loss 1397 model 0 0.007027240025468018
20240914-08:16:49 test_loss 1397 model 2 0.007514721873735653
20240914-08:17:22 test_accuracy 1397 model 2 nb_correct 734 / 791 (92.79%)
20240914-08:17:25 test_accuracy 1397 model 0 nb_correct 773 / 811 (95.31%)
20240914-08:17:26 wrote ae_000.pth
20240914-08:17:26 wrote ae_001.pth
20240914-08:17:27 wrote ae_002.pth
20240914-08:17:28 wrote ae_003.pth
20240914-08:17:28 wrote ae_004.pth
20240914-08:17:29 wrote ae_005.pth
20240914-08:17:30 wrote ae_006.pth
20240914-08:17:31 wrote ae_007.pth
20240914-08:17:31 wrote ae_008.pth
20240914-08:17:32 wrote ae_009.pth
20240914-08:17:32 epoch_duration 2min47s next_finish 08:20:20
20240914-08:17:32 wrote state.pth
20240914-08:17:32 --- epoch 1398 ----------------------------------------
20240914-08:17:32 current_test_accuracies 0.9531 0.9708 0.9279 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:17:32 time_train=5313 time_c_quizzes=11161
20240914-08:17:32 nb_c_quizzes 3216
20240914-08:17:32 training model 2 (accuracy 0.9279392957687378)
20240914-08:17:32 training model 0 (accuracy 0.9531442523002625)
20240914-08:19:35 train_loss 1398 model 0 0.010791879970781793
20240914-08:19:35 train_loss 1398 model 2 0.010865389779930866
20240914-08:19:37 test_loss 1398 model 0 0.006526543332146417
20240914-08:19:37 test_loss 1398 model 2 0.006643109305036888
20240914-08:20:09 test_accuracy 1398 model 2 nb_correct 750 / 779 (96.28%)
20240914-08:20:15 test_accuracy 1398 model 0 nb_correct 754 / 799 (94.37%)
20240914-08:20:16 wrote ae_000.pth
20240914-08:20:16 wrote ae_001.pth
20240914-08:20:17 wrote ae_002.pth
20240914-08:20:18 wrote ae_003.pth
20240914-08:20:19 wrote ae_004.pth
20240914-08:20:19 wrote ae_005.pth
20240914-08:20:20 wrote ae_006.pth
20240914-08:20:21 wrote ae_007.pth
20240914-08:20:21 wrote ae_008.pth
20240914-08:20:22 wrote ae_009.pth
20240914-08:20:22 epoch_duration 2min50s next_finish 08:23:12
20240914-08:20:22 wrote state.pth
20240914-08:20:22 --- epoch 1399 ----------------------------------------
20240914-08:20:22 current_test_accuracies 0.9437 0.9708 0.9628 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:20:22 time_train=5476 time_c_quizzes=11161
20240914-08:20:22 nb_c_quizzes 3216
20240914-08:20:22 training model 0 (accuracy 0.9436795711517334)
20240914-08:20:22 training model 2 (accuracy 0.962772786617279)
20240914-08:22:25 train_loss 1399 model 2 0.011226412841934688
20240914-08:22:25 train_loss 1399 model 0 0.010982447808799407
20240914-08:22:27 test_loss 1399 model 2 0.009427854784667034
20240914-08:22:27 test_loss 1399 model 0 0.009658306369519209
20240914-08:22:59 test_accuracy 1399 model 2 nb_correct 753 / 781 (96.41%)
20240914-08:23:04 test_accuracy 1399 model 0 nb_correct 757 / 787 (96.19%)
20240914-08:23:05 wrote ae_000.pth
20240914-08:23:06 wrote ae_001.pth
20240914-08:23:06 wrote ae_002.pth
20240914-08:23:07 wrote ae_003.pth
20240914-08:23:08 wrote ae_004.pth
20240914-08:23:08 wrote ae_005.pth
20240914-08:23:09 wrote ae_006.pth
20240914-08:23:10 wrote ae_007.pth
20240914-08:23:10 wrote ae_008.pth
20240914-08:23:11 wrote ae_009.pth
20240914-08:23:11 epoch_duration 2min49s next_finish 08:26:00
20240914-08:23:11 wrote state.pth
20240914-08:23:11 --- epoch 1400 ----------------------------------------
20240914-08:23:11 current_test_accuracies 0.9619 0.9708 0.9641 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:23:11 time_train=5638 time_c_quizzes=11161
20240914-08:23:11 nb_c_quizzes 3216
20240914-08:23:11 training model 0 (accuracy 0.9618805646896362)
20240914-08:23:11 training model 2 (accuracy 0.9641485214233398)
20240914-08:25:14 train_loss 1400 model 2 0.011173901647354796
20240914-08:25:14 train_loss 1400 model 0 0.011340089427888415
20240914-08:25:16 test_loss 1400 model 2 0.006521752344008291
20240914-08:25:16 test_loss 1400 model 0 0.006707024935599293
20240914-08:25:52 test_accuracy 1400 model 0 nb_correct 775 / 817 (94.86%)
20240914-08:25:52 test_accuracy 1400 model 2 nb_correct 755 / 788 (95.81%)
20240914-08:25:53 wrote ae_000.pth
20240914-08:25:54 wrote ae_001.pth
20240914-08:25:54 wrote ae_002.pth
20240914-08:25:55 wrote ae_003.pth
20240914-08:25:56 wrote ae_004.pth
20240914-08:25:57 wrote ae_005.pth
20240914-08:25:57 wrote ae_006.pth
20240914-08:25:58 wrote ae_007.pth
20240914-08:25:59 wrote ae_008.pth
20240914-08:25:59 wrote ae_009.pth
20240914-08:25:59 epoch_duration 2min48s next_finish 08:28:48
20240914-08:25:59 wrote state.pth
20240914-08:25:59 --- epoch 1401 ----------------------------------------
20240914-08:25:59 current_test_accuracies 0.9486 0.9708 0.9581 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:25:59 time_train=5799 time_c_quizzes=11161
20240914-08:25:59 nb_c_quizzes 3216
20240914-08:25:59 training model 0 (accuracy 0.9485924243927002)
20240914-08:25:59 training model 2 (accuracy 0.9581218361854553)
20240914-08:28:03 train_loss 1401 model 0 0.010397071935018175
20240914-08:28:03 train_loss 1401 model 2 0.010517516240114674
20240914-08:28:05 test_loss 1401 model 0 0.00821042567529986
20240914-08:28:05 test_loss 1401 model 2 0.007773630558986611
20240914-08:28:38 test_accuracy 1401 model 2 nb_correct 782 / 826 (94.67%)
20240914-08:28:38 test_accuracy 1401 model 0 nb_correct 777 / 822 (94.53%)
20240914-08:28:39 wrote ae_000.pth
20240914-08:28:39 wrote ae_001.pth
20240914-08:28:40 wrote ae_002.pth
20240914-08:28:41 wrote ae_003.pth
20240914-08:28:42 wrote ae_004.pth
20240914-08:28:42 wrote ae_005.pth
20240914-08:28:43 wrote ae_006.pth
20240914-08:28:44 wrote ae_007.pth
20240914-08:28:44 wrote ae_008.pth
20240914-08:28:45 wrote ae_009.pth
20240914-08:28:45 epoch_duration 2min45s next_finish 08:31:31
20240914-08:28:45 wrote state.pth
20240914-08:28:45 --- epoch 1402 ----------------------------------------
20240914-08:28:45 current_test_accuracies 0.9453 0.9708 0.9467 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:28:45 time_train=5957 time_c_quizzes=11161
20240914-08:28:45 nb_c_quizzes 3216
20240914-08:28:45 training model 0 (accuracy 0.94525545835495)
20240914-08:28:45 training model 2 (accuracy 0.9467312097549438)
20240914-08:30:48 train_loss 1402 model 2 0.01089714859657397
20240914-08:30:48 train_loss 1402 model 0 0.01105674093595553
20240914-08:30:50 test_loss 1402 model 2 0.009953432481927394
20240914-08:30:50 test_loss 1402 model 0 0.005738061381458692
20240914-08:31:29 test_accuracy 1402 model 0 nb_correct 754 / 796 (94.72%)
20240914-08:31:29 test_accuracy 1402 model 2 nb_correct 759 / 793 (95.71%)
20240914-08:31:30 wrote ae_000.pth
20240914-08:31:31 wrote ae_001.pth
20240914-08:31:31 wrote ae_002.pth
20240914-08:31:32 wrote ae_003.pth
20240914-08:31:33 wrote ae_004.pth
20240914-08:31:34 wrote ae_005.pth
20240914-08:31:34 wrote ae_006.pth
20240914-08:31:35 wrote ae_007.pth
20240914-08:31:36 wrote ae_008.pth
20240914-08:31:36 wrote ae_009.pth
20240914-08:31:36 epoch_duration 2min51s next_finish 08:34:27
20240914-08:31:36 wrote state.pth
20240914-08:31:36 --- epoch 1403 ----------------------------------------
20240914-08:31:36 current_test_accuracies 0.9472 0.9708 0.9571 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:31:36 time_train=6121 time_c_quizzes=11161
20240914-08:31:36 nb_c_quizzes 3216
20240914-08:31:36 training model 0 (accuracy 0.947236180305481)
20240914-08:31:36 training model 2 (accuracy 0.9571248292922974)
20240914-08:33:39 train_loss 1403 model 2 0.010843344717215587
20240914-08:33:39 train_loss 1403 model 0 0.011026989505278834
20240914-08:33:41 test_loss 1403 model 2 0.0052733100984767136
20240914-08:33:41 test_loss 1403 model 0 0.008303969349012164
20240914-08:34:15 test_accuracy 1403 model 0 nb_correct 741 / 781 (94.88%)
20240914-08:34:15 test_accuracy 1403 model 2 nb_correct 782 / 814 (96.07%)
20240914-08:34:16 wrote ae_000.pth
20240914-08:34:17 wrote ae_001.pth
20240914-08:34:18 wrote ae_002.pth
20240914-08:34:18 wrote ae_003.pth
20240914-08:34:19 wrote ae_004.pth
20240914-08:34:20 wrote ae_005.pth
20240914-08:34:20 wrote ae_006.pth
20240914-08:34:21 wrote ae_007.pth
20240914-08:34:22 wrote ae_008.pth
20240914-08:34:22 wrote ae_009.pth
20240914-08:34:22 epoch_duration 2min46s next_finish 08:37:09
20240914-08:34:22 wrote state.pth
20240914-08:34:22 --- epoch 1404 ----------------------------------------
20240914-08:34:22 current_test_accuracies 0.9488 0.9708 0.9607 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:34:22 time_train=6280 time_c_quizzes=11161
20240914-08:34:22 nb_c_quizzes 3216
20240914-08:34:22 training model 0 (accuracy 0.9487836360931396)
20240914-08:34:22 training model 2 (accuracy 0.9606879353523254)
20240914-08:36:26 train_loss 1404 model 0 0.010244237947455985
20240914-08:36:26 train_loss 1404 model 2 0.01094345579286437
20240914-08:36:27 test_loss 1404 model 0 0.008037089126593244
20240914-08:36:27 test_loss 1404 model 2 0.005663763729710602
20240914-08:37:02 test_accuracy 1404 model 0 nb_correct 750 / 785 (95.54%)
20240914-08:37:04 test_accuracy 1404 model 2 nb_correct 753 / 792 (95.08%)
20240914-08:37:05 wrote ae_000.pth
20240914-08:37:06 wrote ae_001.pth
20240914-08:37:06 wrote ae_002.pth
20240914-08:37:07 wrote ae_003.pth
20240914-08:37:08 wrote ae_004.pth
20240914-08:37:09 wrote ae_005.pth
20240914-08:37:09 wrote ae_006.pth
20240914-08:37:10 wrote ae_007.pth
20240914-08:37:11 wrote ae_008.pth
20240914-08:37:11 wrote ae_009.pth
20240914-08:37:11 epoch_duration 2min48s next_finish 08:40:00
20240914-08:37:11 wrote state.pth
20240914-08:37:11 --- epoch 1405 ----------------------------------------
20240914-08:37:11 current_test_accuracies 0.9554 0.9708 0.9508 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:37:11 time_train=6441 time_c_quizzes=11161
20240914-08:37:11 nb_c_quizzes 3216
20240914-08:37:11 training model 2 (accuracy 0.9507575631141663)
20240914-08:37:11 training model 0 (accuracy 0.9554139971733093)
20240914-08:39:15 train_loss 1405 model 0 0.011683419458873686
20240914-08:39:15 train_loss 1405 model 2 0.010514631881152127
20240914-08:39:16 test_loss 1405 model 0 0.006886514784963538
20240914-08:39:16 test_loss 1405 model 2 0.010377311441936854
20240914-08:39:50 test_accuracy 1405 model 0 nb_correct 773 / 806 (95.91%)
20240914-08:39:56 test_accuracy 1405 model 2 nb_correct 747 / 792 (94.32%)
20240914-08:39:57 wrote ae_000.pth
20240914-08:39:58 wrote ae_001.pth
20240914-08:39:59 wrote ae_002.pth
20240914-08:39:59 wrote ae_003.pth
20240914-08:40:00 wrote ae_004.pth
20240914-08:40:01 wrote ae_005.pth
20240914-08:40:01 wrote ae_006.pth
20240914-08:40:02 wrote ae_007.pth
20240914-08:40:03 wrote ae_008.pth
20240914-08:40:04 wrote ae_009.pth
20240914-08:40:04 epoch_duration 2min52s next_finish 08:42:56
20240914-08:40:04 wrote state.pth
20240914-08:40:04 --- epoch 1406 ----------------------------------------
20240914-08:40:04 current_test_accuracies 0.9591 0.9708 0.9432 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:40:04 time_train=6606 time_c_quizzes=11161
20240914-08:40:04 nb_c_quizzes 3216
20240914-08:40:04 training model 2 (accuracy 0.9431818127632141)
20240914-08:40:04 training model 0 (accuracy 0.959057092666626)
20240914-08:42:07 train_loss 1406 model 0 0.010656244359134235
20240914-08:42:07 train_loss 1406 model 2 0.010242406649272198
20240914-08:42:08 test_loss 1406 model 0 0.006490932180668096
20240914-08:42:08 test_loss 1406 model 2 0.0069480083579833265
20240914-08:42:43 test_accuracy 1406 model 2 nb_correct 783 / 818 (95.72%)
20240914-08:42:46 test_accuracy 1406 model 0 nb_correct 749 / 780 (96.03%)
20240914-08:42:47 wrote ae_000.pth
20240914-08:42:47 wrote ae_001.pth
20240914-08:42:48 wrote ae_002.pth
20240914-08:42:49 wrote ae_003.pth
20240914-08:42:49 wrote ae_004.pth
20240914-08:42:50 wrote ae_005.pth
20240914-08:42:51 wrote ae_006.pth
20240914-08:42:51 wrote ae_007.pth
20240914-08:42:52 wrote ae_008.pth
20240914-08:42:53 wrote ae_009.pth
20240914-08:42:53 epoch_duration 2min49s next_finish 08:45:42
20240914-08:42:53 wrote state.pth
20240914-08:42:53 --- epoch 1407 ----------------------------------------
20240914-08:42:53 current_test_accuracies 0.9603 0.9708 0.9572 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:42:53 time_train=6768 time_c_quizzes=11161
20240914-08:42:53 nb_c_quizzes 3216
20240914-08:42:53 training model 2 (accuracy 0.9572126865386963)
20240914-08:42:53 training model 0 (accuracy 0.9602563977241516)
20240914-08:44:56 train_loss 1407 model 2 0.010236467297052514
20240914-08:44:56 train_loss 1407 model 0 0.010696797366572355
20240914-08:44:58 test_loss 1407 model 2 0.006519275668927094
20240914-08:44:58 test_loss 1407 model 0 0.00784999809121274
20240914-08:45:34 test_accuracy 1407 model 0 nb_correct 747 / 792 (94.32%)
20240914-08:45:36 test_accuracy 1407 model 2 nb_correct 746 / 779 (95.76%)
20240914-08:45:37 wrote ae_000.pth
20240914-08:45:38 wrote ae_001.pth
20240914-08:45:39 wrote ae_002.pth
20240914-08:45:39 wrote ae_003.pth
20240914-08:45:40 wrote ae_004.pth
20240914-08:45:41 wrote ae_005.pth
20240914-08:45:41 wrote ae_006.pth
20240914-08:45:42 wrote ae_007.pth
20240914-08:45:43 wrote ae_008.pth
20240914-08:45:43 wrote ae_009.pth
20240914-08:45:43 epoch_duration 2min50s next_finish 08:48:34
20240914-08:45:43 wrote state.pth
20240914-08:45:43 --- epoch 1408 ----------------------------------------
20240914-08:45:43 current_test_accuracies 0.9432 0.9708 0.9576 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:45:43 time_train=6931 time_c_quizzes=11161
20240914-08:45:43 nb_c_quizzes 3216
20240914-08:45:43 training model 0 (accuracy 0.9431818127632141)
20240914-08:45:43 training model 2 (accuracy 0.9576380252838135)
20240914-08:47:47 train_loss 1408 model 0 0.010646444361219438
20240914-08:47:47 train_loss 1408 model 2 0.011186153518285209
20240914-08:47:49 test_loss 1408 model 0 0.008013567167978408
20240914-08:47:49 test_loss 1408 model 2 0.005330489020046514
20240914-08:48:25 test_accuracy 1408 model 0 nb_correct 759 / 791 (95.95%)
20240914-08:48:25 test_accuracy 1408 model 2 nb_correct 783 / 811 (96.55%)
20240914-08:48:26 wrote ae_000.pth
20240914-08:48:27 wrote ae_001.pth
20240914-08:48:27 wrote ae_002.pth
20240914-08:48:28 wrote ae_003.pth
20240914-08:48:29 wrote ae_004.pth
20240914-08:48:30 wrote ae_005.pth
20240914-08:48:30 wrote ae_006.pth
20240914-08:48:31 wrote ae_007.pth
20240914-08:48:32 wrote ae_008.pth
20240914-08:48:32 wrote ae_009.pth
20240914-08:48:32 epoch_duration 2min49s next_finish 08:51:21
20240914-08:48:32 wrote state.pth
20240914-08:48:32 --- epoch 1409 ----------------------------------------
20240914-08:48:32 current_test_accuracies 0.9595 0.9708 0.9655 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:48:32 time_train=7093 time_c_quizzes=11161
20240914-08:48:32 nb_c_quizzes 3216
20240914-08:48:32 training model 0 (accuracy 0.9595448970794678)
20240914-08:48:32 training model 2 (accuracy 0.9654747247695923)
20240914-08:50:35 train_loss 1409 model 0 0.01047284266994575
20240914-08:50:36 train_loss 1409 model 2 0.011165782299452986
20240914-08:50:37 test_loss 1409 model 0 0.00903350837469361
20240914-08:50:37 test_loss 1409 model 2 0.007524244525896506
20240914-08:51:11 test_accuracy 1409 model 0 nb_correct 762 / 795 (95.85%)
20240914-08:51:14 test_accuracy 1409 model 2 nb_correct 779 / 803 (97.01%)
20240914-08:51:15 wrote ae_000.pth
20240914-08:51:15 wrote ae_001.pth
20240914-08:51:16 wrote ae_002.pth
20240914-08:51:17 wrote ae_003.pth
20240914-08:51:17 wrote ae_004.pth
20240914-08:51:18 wrote ae_005.pth
20240914-08:51:19 wrote ae_006.pth
20240914-08:51:19 wrote ae_007.pth
20240914-08:51:20 wrote ae_008.pth
20240914-08:51:21 wrote ae_009.pth
20240914-08:51:21 epoch_duration 2min48s next_finish 08:54:09
20240914-08:51:21 wrote state.pth
20240914-08:51:21 --- epoch 1410 ----------------------------------------
20240914-08:51:21 current_test_accuracies 0.9585 0.9708 0.9701 0.9696 0.9687 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:51:21 time_train=7254 time_c_quizzes=11161
20240914-08:51:21 nb_c_quizzes 3216
20240914-08:51:21 training model 0 (accuracy 0.9584905505180359)
20240914-08:51:21 training model 4 (accuracy 0.9687108993530273)
20240914-08:53:24 train_loss 1410 model 4 0.01125395445093909
20240914-08:53:24 train_loss 1410 model 0 0.010971105401960812
20240914-08:53:26 test_loss 1410 model 4 0.009980492037615817
20240914-08:53:26 test_loss 1410 model 0 0.006879854692402887
20240914-08:53:58 test_accuracy 1410 model 0 nb_correct 781 / 810 (96.42%)
20240914-08:53:59 test_accuracy 1410 model 4 nb_correct 774 / 802 (96.51%)
20240914-08:54:00 wrote ae_000.pth
20240914-08:54:00 wrote ae_001.pth
20240914-08:54:01 wrote ae_002.pth
20240914-08:54:02 wrote ae_003.pth
20240914-08:54:03 wrote ae_004.pth
20240914-08:54:03 wrote ae_005.pth
20240914-08:54:04 wrote ae_006.pth
20240914-08:54:05 wrote ae_007.pth
20240914-08:54:05 wrote ae_008.pth
20240914-08:54:06 wrote ae_009.pth
20240914-08:54:06 epoch_duration 2min45s next_finish 08:56:51
20240914-08:54:06 wrote state.pth
20240914-08:54:06 --- epoch 1411 ----------------------------------------
20240914-08:54:06 current_test_accuracies 0.9642 0.9708 0.9701 0.9696 0.9651 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:54:06 time_train=7412 time_c_quizzes=11161
20240914-08:54:06 nb_c_quizzes 3216
20240914-08:54:06 training model 0 (accuracy 0.9641975164413452)
20240914-08:54:06 training model 4 (accuracy 0.9650872945785522)
20240914-08:56:09 train_loss 1411 model 0 0.010763905595196775
20240914-08:56:09 train_loss 1411 model 4 0.011684268995481034
20240914-08:56:11 test_loss 1411 model 0 0.008579057619988362
20240914-08:56:11 test_loss 1411 model 4 0.007354566831145349
20240914-08:56:46 test_accuracy 1411 model 4 nb_correct 768 / 801 (95.88%)
20240914-08:56:46 test_accuracy 1411 model 0 nb_correct 760 / 787 (96.57%)
20240914-08:56:47 wrote ae_000.pth
20240914-08:56:47 wrote ae_001.pth
20240914-08:56:48 wrote ae_002.pth
20240914-08:56:49 wrote ae_003.pth
20240914-08:56:50 wrote ae_004.pth
20240914-08:56:50 wrote ae_005.pth
20240914-08:56:51 wrote ae_006.pth
20240914-08:56:52 wrote ae_007.pth
20240914-08:56:52 wrote ae_008.pth
20240914-08:56:53 wrote ae_009.pth
20240914-08:56:53 epoch_duration 2min47s next_finish 08:59:40
20240914-08:56:53 wrote state.pth
20240914-08:56:53 --- epoch 1412 ----------------------------------------
20240914-08:56:53 current_test_accuracies 0.9657 0.9708 0.9701 0.9696 0.9588 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:56:53 time_train=7572 time_c_quizzes=11161
20240914-08:56:53 nb_c_quizzes 3216
20240914-08:56:53 training model 4 (accuracy 0.9588015079498291)
20240914-08:56:53 training model 0 (accuracy 0.9656925201416016)
20240914-08:58:57 train_loss 1412 model 0 0.010631361390031088
20240914-08:58:57 train_loss 1412 model 4 0.010683977685153877
20240914-08:58:58 test_loss 1412 model 0 0.007215197893481217
20240914-08:58:58 test_loss 1412 model 4 0.0069023151431713
20240914-08:59:34 test_accuracy 1412 model 4 nb_correct 776 / 798 (97.24%)
20240914-08:59:35 test_accuracy 1412 model 0 nb_correct 771 / 802 (96.13%)
20240914-08:59:36 wrote ae_000.pth
20240914-08:59:37 wrote ae_001.pth
20240914-08:59:38 wrote ae_002.pth
20240914-08:59:38 wrote ae_003.pth
20240914-08:59:39 wrote ae_004.pth
20240914-08:59:40 wrote ae_005.pth
20240914-08:59:40 wrote ae_006.pth
20240914-08:59:41 wrote ae_007.pth
20240914-08:59:42 wrote ae_008.pth
20240914-08:59:42 wrote ae_009.pth
20240914-08:59:42 epoch_duration 2min49s next_finish 09:02:32
20240914-08:59:42 wrote state.pth
20240914-08:59:42 --- epoch 1413 ----------------------------------------
20240914-08:59:42 current_test_accuracies 0.9613 0.9708 0.9701 0.9696 0.9724 0.9761 0.9688 0.9748 0.9719 0.9697
20240914-08:59:42 time_train=7734 time_c_quizzes=11161
20240914-08:59:42 nb_c_quizzes 3216
20240914-08:59:42 training model 0 (accuracy 0.9613466262817383)
20240914-08:59:42 training model 6 (accuracy 0.9688279032707214)
20240914-09:01:46 train_loss 1413 model 6 0.010490209792097631
20240914-09:01:46 train_loss 1413 model 0 0.010776699368525442
20240914-09:01:47 test_loss 1413 model 6 0.006200874733451656
20240914-09:01:47 test_loss 1413 model 0 0.006441063656370716
20240914-09:02:22 test_accuracy 1413 model 6 nb_correct 752 / 792 (94.95%)
20240914-09:02:24 test_accuracy 1413 model 0 nb_correct 781 / 808 (96.66%)
20240914-09:02:25 wrote ae_000.pth
20240914-09:02:25 wrote ae_001.pth
20240914-09:02:26 wrote ae_002.pth
20240914-09:02:27 wrote ae_003.pth
20240914-09:02:28 wrote ae_004.pth
20240914-09:02:28 wrote ae_005.pth
20240914-09:02:29 wrote ae_006.pth
20240914-09:02:30 wrote ae_007.pth
20240914-09:02:30 wrote ae_008.pth
20240914-09:02:31 wrote ae_009.pth
20240914-09:02:31 epoch_duration 2min48s next_finish 09:05:20
20240914-09:02:31 wrote state.pth
20240914-09:02:31 --- epoch 1414 ----------------------------------------
20240914-09:02:31 current_test_accuracies 0.9666 0.9708 0.9701 0.9696 0.9724 0.9761 0.9495 0.9748 0.9719 0.9697
20240914-09:02:31 time_train=7895 time_c_quizzes=11161
20240914-09:02:31 nb_c_quizzes 3216
20240914-09:02:31 training model 6 (accuracy 0.9494949579238892)
20240914-09:02:31 training model 0 (accuracy 0.9665841460227966)
20240914-09:04:34 train_loss 1414 model 6 0.010967599630907899
20240914-09:04:35 train_loss 1414 model 0 0.010543955506011116
20240914-09:04:36 test_loss 1414 model 6 0.007262837288496371
20240914-09:04:36 test_loss 1414 model 0 0.007081438756095082
20240914-09:05:11 test_accuracy 1414 model 0 nb_correct 738 / 774 (95.35%)
20240914-09:05:12 test_accuracy 1414 model 6 nb_correct 764 / 798 (95.74%)
20240914-09:05:12 wrote ae_000.pth
20240914-09:05:13 wrote ae_001.pth
20240914-09:05:14 wrote ae_002.pth
20240914-09:05:15 wrote ae_003.pth
20240914-09:05:15 wrote ae_004.pth
20240914-09:05:16 wrote ae_005.pth
20240914-09:05:17 wrote ae_006.pth
20240914-09:05:17 wrote ae_007.pth
20240914-09:05:18 wrote ae_008.pth
20240914-09:05:19 wrote ae_009.pth
20240914-09:05:19 epoch_duration 2min47s next_finish 09:08:07
20240914-09:05:19 wrote state.pth
20240914-09:05:19 --- epoch 1415 ----------------------------------------
20240914-09:05:19 current_test_accuracies 0.9535 0.9708 0.9701 0.9696 0.9724 0.9761 0.9574 0.9748 0.9719 0.9697
20240914-09:05:19 time_train=8055 time_c_quizzes=11161
20240914-09:05:19 nb_c_quizzes 3216
20240914-09:05:19 training model 0 (accuracy 0.9534883499145508)
20240914-09:05:19 training model 6 (accuracy 0.9573934674263)
20240914-09:07:22 train_loss 1415 model 0 0.010582351866615226
20240914-09:07:22 train_loss 1415 model 6 0.010956781117239644
20240914-09:07:24 test_loss 1415 model 0 0.007103645833964123
20240914-09:07:24 test_loss 1415 model 6 0.009027065655924104
20240914-09:07:56 test_accuracy 1415 model 0 nb_correct 757 / 798 (94.86%)
20240914-09:07:58 test_accuracy 1415 model 6 nb_correct 741 / 778 (95.24%)
20240914-09:07:59 wrote ae_000.pth
20240914-09:07:59 wrote ae_001.pth
20240914-09:08:00 wrote ae_002.pth
20240914-09:08:01 wrote ae_003.pth
20240914-09:08:01 wrote ae_004.pth
20240914-09:08:02 wrote ae_005.pth
20240914-09:08:03 wrote ae_006.pth
20240914-09:08:03 wrote ae_007.pth
20240914-09:08:04 wrote ae_008.pth
20240914-09:08:05 wrote ae_009.pth
20240914-09:08:05 epoch_duration 2min45s next_finish 09:10:51
20240914-09:08:05 wrote state.pth
20240914-09:08:05 --- epoch 1416 ----------------------------------------
20240914-09:08:05 current_test_accuracies 0.9486 0.9708 0.9701 0.9696 0.9724 0.9761 0.9524 0.9748 0.9719 0.9697
20240914-09:08:05 time_train=8213 time_c_quizzes=11161
20240914-09:08:05 nb_c_quizzes 3216
20240914-09:08:05 training model 0 (accuracy 0.9486215710639954)
20240914-09:08:05 training model 6 (accuracy 0.9524421691894531)
20240914-09:10:08 train_loss 1416 model 0 0.00993274289952933
20240914-09:10:08 train_loss 1416 model 6 0.010980516570092733
20240914-09:10:10 test_loss 1416 model 0 0.009394576822558065
20240914-09:10:10 test_loss 1416 model 6 0.009562622723505143
20240914-09:10:47 test_accuracy 1416 model 0 nb_correct 786 / 801 (98.13%)
20240914-09:10:49 test_accuracy 1416 model 6 nb_correct 743 / 777 (95.62%)
20240914-09:10:50 wrote ae_000.pth
20240914-09:10:50 wrote ae_001.pth
20240914-09:10:51 wrote ae_002.pth
20240914-09:10:52 wrote ae_003.pth
20240914-09:10:52 wrote ae_004.pth
20240914-09:10:53 wrote ae_005.pth
20240914-09:10:54 wrote ae_006.pth
20240914-09:10:54 wrote ae_007.pth
20240914-09:10:55 wrote ae_008.pth
20240914-09:10:56 wrote ae_009.pth
20240914-09:10:56 epoch_duration 2min51s next_finish 09:13:47
20240914-09:10:56 wrote state.pth
20240914-09:10:56 --- epoch 1417 ----------------------------------------
20240914-09:10:56 current_test_accuracies 0.9813 0.9708 0.9701 0.9696 0.9724 0.9761 0.9562 0.9748 0.9719 0.9697
20240914-09:10:56 time_train=8377 time_c_quizzes=11161
20240914-09:10:56 nb_c_quizzes 3216
20240914-09:10:56 training model 6 (accuracy 0.9562419652938843)
20240914-09:10:56 training model 3 (accuracy 0.9696202278137207)
20240914-09:12:59 train_loss 1417 model 3 0.010343162913481592
20240914-09:12:59 train_loss 1417 model 6 0.011189678734052905
20240914-09:13:01 test_loss 1417 model 3 0.007471934199566021
20240914-09:13:01 test_loss 1417 model 6 0.0111930579632471
20240914-09:13:38 test_accuracy 1417 model 3 nb_correct 750 / 790 (94.94%)
20240914-09:13:41 test_accuracy 1417 model 6 nb_correct 771 / 792 (97.35%)
20240914-09:13:42 wrote ae_000.pth
20240914-09:13:43 wrote ae_001.pth
20240914-09:13:44 wrote ae_002.pth
20240914-09:13:44 wrote ae_003.pth
20240914-09:13:45 wrote ae_004.pth
20240914-09:13:46 wrote ae_005.pth
20240914-09:13:46 wrote ae_006.pth
20240914-09:13:47 wrote ae_007.pth
20240914-09:13:48 wrote ae_008.pth
20240914-09:13:48 wrote ae_009.pth
20240914-09:13:48 epoch_duration 2min52s next_finish 09:16:41
20240914-09:13:48 wrote state.pth
20240914-09:13:48 --- epoch 1418 ----------------------------------------
20240914-09:13:48 current_test_accuracies 0.9813 0.9708 0.9701 0.9494 0.9724 0.9761 0.9735 0.9748 0.9719 0.9697
20240914-09:13:48 time_train=8542 time_c_quizzes=11161
20240914-09:13:48 nb_c_quizzes 3216
20240914-09:13:48 training model 3 (accuracy 0.949367105960846)
20240914-09:13:48 training model 9 (accuracy 0.9697352051734924)
20240914-09:15:52 train_loss 1418 model 3 0.011347715823991167
20240914-09:15:52 train_loss 1418 model 9 0.01092764275144873
20240914-09:15:53 test_loss 1418 model 3 0.007634170118512884
20240914-09:15:53 test_loss 1418 model 9 0.008656712629559138
20240914-09:16:25 test_accuracy 1418 model 9 nb_correct 781 / 807 (96.78%)
20240914-09:16:30 test_accuracy 1418 model 3 nb_correct 777 / 808 (96.16%)
20240914-09:16:31 wrote ae_000.pth
20240914-09:16:31 wrote ae_001.pth
20240914-09:16:32 wrote ae_002.pth
20240914-09:16:33 wrote ae_003.pth
20240914-09:16:34 wrote ae_004.pth
20240914-09:16:34 wrote ae_005.pth
20240914-09:16:35 wrote ae_006.pth
20240914-09:16:36 wrote ae_007.pth
20240914-09:16:36 wrote ae_008.pth
20240914-09:16:37 wrote ae_009.pth
20240914-09:16:37 epoch_duration 2min48s next_finish 09:19:26
20240914-09:16:37 wrote state.pth
20240914-09:16:37 --- epoch 1419 ----------------------------------------
20240914-09:16:37 current_test_accuracies 0.9813 0.9708 0.9701 0.9616 0.9724 0.9761 0.9735 0.9748 0.9719 0.9678
20240914-09:16:37 time_train=8703 time_c_quizzes=11161
20240914-09:16:37 nb_c_quizzes 3216
20240914-09:16:37 training model 3 (accuracy 0.9616336822509766)
20240914-09:16:37 training model 9 (accuracy 0.9677819013595581)
20240914-09:18:40 train_loss 1419 model 9 0.011728549519890294
20240914-09:18:40 train_loss 1419 model 3 0.011142260950682612
20240914-09:18:42 test_loss 1419 model 9 0.00663767719106545
20240914-09:18:42 test_loss 1419 model 3 0.006615135213517931
20240914-09:19:18 test_accuracy 1419 model 3 nb_correct 757 / 793 (95.46%)
20240914-09:19:19 test_accuracy 1419 model 9 nb_correct 715 / 771 (92.74%)
20240914-09:19:20 wrote ae_000.pth
20240914-09:19:21 wrote ae_001.pth
20240914-09:19:22 wrote ae_002.pth
20240914-09:19:22 wrote ae_003.pth
20240914-09:19:23 wrote ae_004.pth
20240914-09:19:24 wrote ae_005.pth
20240914-09:19:24 wrote ae_006.pth
20240914-09:19:25 wrote ae_007.pth
20240914-09:19:26 wrote ae_008.pth
20240914-09:19:26 wrote ae_009.pth
20240914-09:19:26 epoch_duration 2min49s next_finish 09:22:16
20240914-09:19:26 wrote state.pth
20240914-09:19:26 --- epoch 1420 ----------------------------------------
20240914-09:19:26 current_test_accuracies 0.9813 0.9708 0.9701 0.9546 0.9724 0.9761 0.9735 0.9748 0.9719 0.9274
20240914-09:19:26 time_train=8865 time_c_quizzes=11161
20240914-09:19:26 nb_c_quizzes 3216
20240914-09:19:26 training model 9 (accuracy 0.9273670315742493)
20240914-09:19:26 training model 3 (accuracy 0.9546027779579163)
20240914-09:21:30 train_loss 1420 model 9 0.010506213350738107
20240914-09:21:30 train_loss 1420 model 3 0.011083582556429064
20240914-09:21:31 test_loss 1420 model 9 0.008098461215581665
20240914-09:21:32 test_loss 1420 model 3 0.0064773089976618795
20240914-09:22:04 test_accuracy 1420 model 3 nb_correct 787 / 829 (94.93%)
20240914-09:22:09 test_accuracy 1420 model 9 nb_correct 754 / 797 (94.60%)
20240914-09:22:09 wrote ae_000.pth
20240914-09:22:10 wrote ae_001.pth
20240914-09:22:11 wrote ae_002.pth
20240914-09:22:11 wrote ae_003.pth
20240914-09:22:12 wrote ae_004.pth
20240914-09:22:13 wrote ae_005.pth
20240914-09:22:14 wrote ae_006.pth
20240914-09:22:14 wrote ae_007.pth
20240914-09:22:15 wrote ae_008.pth
20240914-09:22:16 wrote ae_009.pth
20240914-09:22:16 epoch_duration 2min49s next_finish 09:25:05
20240914-09:22:16 wrote state.pth
20240914-09:22:16 --- epoch 1421 ----------------------------------------
20240914-09:22:16 current_test_accuracies 0.9813 0.9708 0.9701 0.9493 0.9724 0.9761 0.9735 0.9748 0.9719 0.9460
20240914-09:22:16 time_train=9027 time_c_quizzes=11161
20240914-09:22:16 nb_c_quizzes 3216
20240914-09:22:16 training model 9 (accuracy 0.9460476636886597)
20240914-09:22:16 training model 3 (accuracy 0.9493365287780762)
20240914-09:24:19 train_loss 1421 model 9 0.011643295681500604
20240914-09:24:19 train_loss 1421 model 3 0.010431421483084706
20240914-09:24:20 test_loss 1421 model 9 0.006192345714734415
20240914-09:24:21 test_loss 1421 model 3 0.0068297016418853215
20240914-09:24:56 test_accuracy 1421 model 3 nb_correct 762 / 793 (96.09%)
20240914-09:24:59 test_accuracy 1421 model 9 nb_correct 754 / 789 (95.56%)
20240914-09:24:59 wrote ae_000.pth
20240914-09:25:00 wrote ae_001.pth
20240914-09:25:01 wrote ae_002.pth
20240914-09:25:02 wrote ae_003.pth
20240914-09:25:02 wrote ae_004.pth
20240914-09:25:03 wrote ae_005.pth
20240914-09:25:04 wrote ae_006.pth
20240914-09:25:04 wrote ae_007.pth
20240914-09:25:05 wrote ae_008.pth
20240914-09:25:06 wrote ae_009.pth
20240914-09:25:06 epoch_duration 2min50s next_finish 09:27:56
20240914-09:25:06 wrote state.pth
20240914-09:25:06 --- epoch 1422 ----------------------------------------
20240914-09:25:06 current_test_accuracies 0.9813 0.9708 0.9701 0.9609 0.9724 0.9761 0.9735 0.9748 0.9719 0.9556
20240914-09:25:06 time_train=9189 time_c_quizzes=11161
20240914-09:25:06 nb_c_quizzes 3216
20240914-09:25:06 training model 9 (accuracy 0.9556400775909424)
20240914-09:25:06 training model 3 (accuracy 0.9609079360961914)
20240914-09:27:09 train_loss 1422 model 3 0.010262720033710138
20240914-09:27:09 train_loss 1422 model 9 0.010774606654540548
20240914-09:27:11 test_loss 1422 model 3 0.007163518844007122
20240914-09:27:11 test_loss 1422 model 9 0.009301701582234756
20240914-09:27:45 test_accuracy 1422 model 3 nb_correct 763 / 787 (96.95%)
20240914-09:27:47 test_accuracy 1422 model 9 nb_correct 756 / 796 (94.97%)
20240914-09:27:47 wrote ae_000.pth
20240914-09:27:48 wrote ae_001.pth
20240914-09:27:49 wrote ae_002.pth
20240914-09:27:50 wrote ae_003.pth
20240914-09:27:50 wrote ae_004.pth
20240914-09:27:51 wrote ae_005.pth
20240914-09:27:52 wrote ae_006.pth
20240914-09:27:52 wrote ae_007.pth
20240914-09:27:53 wrote ae_008.pth
20240914-09:27:54 wrote ae_009.pth
20240914-09:27:54 epoch_duration 2min47s next_finish 09:30:42
20240914-09:27:54 wrote state.pth
20240914-09:27:54 --- epoch 1423 ----------------------------------------
20240914-09:27:54 current_test_accuracies 0.9813 0.9708 0.9701 0.9695 0.9724 0.9761 0.9735 0.9748 0.9719 0.9497
20240914-09:27:54 time_train=9349 time_c_quizzes=11161
20240914-09:27:54 nb_c_quizzes 3216
20240914-09:27:54 training model 9 (accuracy 0.9497487545013428)
20240914-09:27:54 training model 3 (accuracy 0.9695044755935669)
20240914-09:29:57 train_loss 1423 model 9 0.010802126291695458
20240914-09:29:57 train_loss 1423 model 3 0.010688692300902403
20240914-09:29:59 test_loss 1423 model 9 0.004937312872402799
20240914-09:29:59 test_loss 1423 model 3 0.0076288439961672335
20240914-09:30:32 test_accuracy 1423 model 3 nb_correct 758 / 783 (96.81%)
20240914-09:30:37 test_accuracy 1423 model 9 nb_correct 766 / 795 (96.35%)
20240914-09:30:37 wrote ae_000.pth
20240914-09:30:38 wrote ae_001.pth
20240914-09:30:39 wrote ae_002.pth
20240914-09:30:39 wrote ae_003.pth
20240914-09:30:40 wrote ae_004.pth
20240914-09:30:41 wrote ae_005.pth
20240914-09:30:41 wrote ae_006.pth
20240914-09:30:42 wrote ae_007.pth
20240914-09:30:43 wrote ae_008.pth
20240914-09:30:43 wrote ae_009.pth
20240914-09:30:43 epoch_duration 2min49s next_finish 09:33:33
20240914-09:30:43 wrote state.pth
20240914-09:30:43 --- epoch 1424 ----------------------------------------
20240914-09:30:43 current_test_accuracies 0.9813 0.9708 0.9701 0.9681 0.9724 0.9761 0.9735 0.9748 0.9719 0.9635
20240914-09:30:43 time_train=9511 time_c_quizzes=11161
20240914-09:30:43 nb_c_quizzes 3216
20240914-09:30:43 training model 9 (accuracy 0.9635220170021057)
20240914-09:30:43 training model 3 (accuracy 0.9680715203285217)
20240914-09:32:47 train_loss 1424 model 3 0.010795827685316908
20240914-09:32:47 train_loss 1424 model 9 0.010779696636567679
20240914-09:32:49 test_loss 1424 model 3 0.0068713885024969555
20240914-09:32:49 test_loss 1424 model 9 0.00903536563205165
20240914-09:33:23 test_accuracy 1424 model 3 nb_correct 742 / 784 (94.64%)
20240914-09:33:24 test_accuracy 1424 model 9 nb_correct 745 / 773 (96.38%)
20240914-09:33:25 wrote ae_000.pth
20240914-09:33:25 wrote ae_001.pth
20240914-09:33:26 wrote ae_002.pth
20240914-09:33:27 wrote ae_003.pth
20240914-09:33:27 wrote ae_004.pth
20240914-09:33:28 wrote ae_005.pth
20240914-09:33:29 wrote ae_006.pth
20240914-09:33:29 wrote ae_007.pth
20240914-09:33:30 wrote ae_008.pth
20240914-09:33:31 wrote ae_009.pth
20240914-09:33:31 epoch_duration 2min47s next_finish 09:36:18
20240914-09:33:31 wrote state.pth
20240914-09:33:31 --- epoch 1425 ----------------------------------------
20240914-09:33:31 current_test_accuracies 0.9813 0.9708 0.9701 0.9464 0.9724 0.9761 0.9735 0.9748 0.9719 0.9638
20240914-09:33:31 time_train=9671 time_c_quizzes=11161
20240914-09:33:31 nb_c_quizzes 3216
20240914-09:33:31 training model 3 (accuracy 0.9464285969734192)
20240914-09:33:31 training model 9 (accuracy 0.963777482509613)
20240914-09:35:34 train_loss 1425 model 3 0.010975528258602025
20240914-09:35:34 train_loss 1425 model 9 0.010865701182789053
20240914-09:35:36 test_loss 1425 model 3 0.005153263828746901
20240914-09:35:36 test_loss 1425 model 9 0.006418455354059915
20240914-09:36:12 test_accuracy 1425 model 9 nb_correct 760 / 789 (96.32%)
20240914-09:36:14 test_accuracy 1425 model 3 nb_correct 757 / 800 (94.62%)
20240914-09:36:14 wrote ae_000.pth
20240914-09:36:15 wrote ae_001.pth
20240914-09:36:16 wrote ae_002.pth
20240914-09:36:17 wrote ae_003.pth
20240914-09:36:17 wrote ae_004.pth
20240914-09:36:18 wrote ae_005.pth
20240914-09:36:19 wrote ae_006.pth
20240914-09:36:19 wrote ae_007.pth
20240914-09:36:20 wrote ae_008.pth
20240914-09:36:21 wrote ae_009.pth
20240914-09:36:21 epoch_duration 2min49s next_finish 09:39:10
20240914-09:36:21 wrote state.pth
20240914-09:36:21 --- epoch 1426 ----------------------------------------
20240914-09:36:21 current_test_accuracies 0.9813 0.9708 0.9701 0.9463 0.9724 0.9761 0.9735 0.9748 0.9719 0.9632
20240914-09:36:21 time_train=9834 time_c_quizzes=11161
20240914-09:36:21 nb_c_quizzes 3216
20240914-09:36:21 training model 3 (accuracy 0.9462500214576721)
20240914-09:36:21 training model 9 (accuracy 0.963244616985321)
20240914-09:38:24 train_loss 1426 model 3 0.010544044088450846
20240914-09:38:24 train_loss 1426 model 9 0.011388393653878665
20240914-09:38:26 test_loss 1426 model 3 0.006733884823239578
20240914-09:38:26 test_loss 1426 model 9 0.005461036467340819
20240914-09:38:59 test_accuracy 1426 model 3 nb_correct 759 / 797 (95.23%)
20240914-09:39:01 test_accuracy 1426 model 9 nb_correct 765 / 801 (95.51%)
20240914-09:39:02 wrote ae_000.pth
20240914-09:39:03 wrote ae_001.pth
20240914-09:39:04 wrote ae_002.pth
20240914-09:39:04 wrote ae_003.pth
20240914-09:39:05 wrote ae_004.pth
20240914-09:39:06 wrote ae_005.pth
20240914-09:39:06 wrote ae_006.pth
20240914-09:39:07 wrote ae_007.pth
20240914-09:39:08 wrote ae_008.pth
20240914-09:39:08 wrote ae_009.pth
20240914-09:39:08 epoch_duration 2min47s next_finish 09:41:56
20240914-09:39:08 wrote state.pth
20240914-09:39:08 --- epoch 1427 ----------------------------------------
20240914-09:39:08 current_test_accuracies 0.9813 0.9708 0.9701 0.9523 0.9724 0.9761 0.9735 0.9748 0.9719 0.9551
20240914-09:39:08 time_train=9994 time_c_quizzes=11161
20240914-09:39:08 nb_c_quizzes 3216
20240914-09:39:08 training model 3 (accuracy 0.9523212313652039)
20240914-09:39:08 training model 9 (accuracy 0.9550561904907227)
20240914-09:41:12 train_loss 1427 model 3 0.009935754422488572
20240914-09:41:12 train_loss 1427 model 9 0.011152307835694956
20240914-09:41:13 test_loss 1427 model 3 0.006995541777030568
20240914-09:41:13 test_loss 1427 model 9 0.00679089051657229
20240914-09:41:46 test_accuracy 1427 model 3 nb_correct 776 / 810 (95.80%)
20240914-09:41:51 test_accuracy 1427 model 9 nb_correct 798 / 822 (97.08%)
20240914-09:41:52 wrote ae_000.pth
20240914-09:41:52 wrote ae_001.pth
20240914-09:41:53 wrote ae_002.pth
20240914-09:41:54 wrote ae_003.pth
20240914-09:41:54 wrote ae_004.pth
20240914-09:41:55 wrote ae_005.pth
20240914-09:41:56 wrote ae_006.pth
20240914-09:41:56 wrote ae_007.pth
20240914-09:41:57 wrote ae_008.pth
20240914-09:41:58 wrote ae_009.pth
20240914-09:41:58 epoch_duration 2min49s next_finish 09:44:47
20240914-09:41:58 wrote state.pth
20240914-09:41:58 --- epoch 1428 ----------------------------------------
20240914-09:41:58 current_test_accuracies 0.9813 0.9708 0.9701 0.9580 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:41:58 time_train=10156 time_c_quizzes=11161
20240914-09:41:58 nb_c_quizzes 3216
20240914-09:41:58 training model 3 (accuracy 0.9580246806144714)
20240914-09:41:58 training model 2 (accuracy 0.9701120853424072)
20240914-09:44:01 train_loss 1428 model 3 0.011011651376324153
20240914-09:44:01 train_loss 1428 model 2 0.010178040878712637
20240914-09:44:03 test_loss 1428 model 3 0.007006402521938071
20240914-09:44:03 test_loss 1428 model 2 0.005904601768226314
20240914-09:44:38 test_accuracy 1428 model 2 nb_correct 758 / 788 (96.19%)
20240914-09:44:38 test_accuracy 1428 model 3 nb_correct 787 / 821 (95.86%)
20240914-09:44:39 wrote ae_000.pth
20240914-09:44:40 wrote ae_001.pth
20240914-09:44:40 wrote ae_002.pth
20240914-09:44:41 wrote ae_003.pth
20240914-09:44:42 wrote ae_004.pth
20240914-09:44:42 wrote ae_005.pth
20240914-09:44:43 wrote ae_006.pth
20240914-09:44:44 wrote ae_007.pth
20240914-09:44:45 wrote ae_008.pth
20240914-09:44:45 wrote ae_009.pth
20240914-09:44:45 epoch_duration 2min47s next_finish 09:47:33
20240914-09:44:45 wrote state.pth
20240914-09:44:45 --- epoch 1429 ----------------------------------------
20240914-09:44:45 current_test_accuracies 0.9813 0.9708 0.9619 0.9586 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:44:45 time_train=10316 time_c_quizzes=11161
20240914-09:44:45 nb_c_quizzes 3216
20240914-09:44:45 training model 3 (accuracy 0.958587110042572)
20240914-09:44:45 training model 2 (accuracy 0.9619289636611938)
20240914-09:46:49 train_loss 1429 model 2 0.010227212252715617
20240914-09:46:49 train_loss 1429 model 3 0.010284559181961868
20240914-09:46:51 test_loss 1429 model 2 0.0065532194327062145
20240914-09:46:51 test_loss 1429 model 3 0.007421424906308971
20240914-09:47:22 test_accuracy 1429 model 3 nb_correct 781 / 818 (95.48%)
20240914-09:47:24 test_accuracy 1429 model 2 nb_correct 776 / 801 (96.88%)
20240914-09:47:25 wrote ae_000.pth
20240914-09:47:26 wrote ae_001.pth
20240914-09:47:27 wrote ae_002.pth
20240914-09:47:27 wrote ae_003.pth
20240914-09:47:28 wrote ae_004.pth
20240914-09:47:29 wrote ae_005.pth
20240914-09:47:29 wrote ae_006.pth
20240914-09:47:30 wrote ae_007.pth
20240914-09:47:31 wrote ae_008.pth
20240914-09:47:31 wrote ae_009.pth
20240914-09:47:31 epoch_duration 2min46s next_finish 09:50:18
20240914-09:47:31 wrote state.pth
20240914-09:47:31 --- epoch 1430 ----------------------------------------
20240914-09:47:31 current_test_accuracies 0.9813 0.9708 0.9688 0.9548 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:47:31 time_train=10475 time_c_quizzes=11161
20240914-09:47:31 nb_c_quizzes 3216
20240914-09:47:31 training model 3 (accuracy 0.9547677040100098)
20240914-09:47:31 training model 2 (accuracy 0.9687890410423279)
20240914-09:49:35 train_loss 1430 model 3 0.010434411259693662
20240914-09:49:35 train_loss 1430 model 2 0.010867525737076902
20240914-09:49:36 test_loss 1430 model 3 0.00923681238031122
20240914-09:49:36 test_loss 1430 model 2 0.009474745615511893
20240914-09:50:08 test_accuracy 1430 model 2 nb_correct 796 / 820 (97.07%)
20240914-09:50:18 test_accuracy 1430 model 3 nb_correct 748 / 781 (95.77%)
20240914-09:50:19 wrote ae_000.pth
20240914-09:50:19 wrote ae_001.pth
20240914-09:50:20 wrote ae_002.pth
20240914-09:50:21 wrote ae_003.pth
20240914-09:50:21 wrote ae_004.pth
20240914-09:50:22 wrote ae_005.pth
20240914-09:50:23 wrote ae_006.pth
20240914-09:50:24 wrote ae_007.pth
20240914-09:50:24 wrote ae_008.pth
20240914-09:50:25 wrote ae_009.pth
20240914-09:50:25 epoch_duration 2min53s next_finish 09:53:18
20240914-09:50:25 wrote state.pth
20240914-09:50:25 --- epoch 1431 ----------------------------------------
20240914-09:50:25 current_test_accuracies 0.9813 0.9708 0.9707 0.9577 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:50:25 time_train=10641 time_c_quizzes=11161
20240914-09:50:25 nb_c_quizzes 3216
20240914-09:50:25 training model 3 (accuracy 0.9577465057373047)
20240914-09:50:25 training model 2 (accuracy 0.9707317352294922)
20240914-09:52:29 train_loss 1431 model 2 0.0101969422119314
20240914-09:52:29 train_loss 1431 model 3 0.010641825846081702
20240914-09:52:31 test_loss 1431 model 2 0.007924309405200346
20240914-09:52:31 test_loss 1431 model 3 0.011696193471971128
20240914-09:53:05 test_accuracy 1431 model 3 nb_correct 762 / 804 (94.78%)
20240914-09:53:08 test_accuracy 1431 model 2 nb_correct 763 / 797 (95.73%)
20240914-09:53:09 wrote ae_000.pth
20240914-09:53:10 wrote ae_001.pth
20240914-09:53:10 wrote ae_002.pth
20240914-09:53:11 wrote ae_003.pth
20240914-09:53:12 wrote ae_004.pth
20240914-09:53:12 wrote ae_005.pth
20240914-09:53:13 wrote ae_006.pth
20240914-09:53:14 wrote ae_007.pth
20240914-09:53:14 wrote ae_008.pth
20240914-09:53:15 wrote ae_009.pth
20240914-09:53:15 epoch_duration 2min50s next_finish 09:56:05
20240914-09:53:15 wrote state.pth
20240914-09:53:15 --- epoch 1432 ----------------------------------------
20240914-09:53:15 current_test_accuracies 0.9813 0.9708 0.9573 0.9478 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:53:15 time_train=10804 time_c_quizzes=11161
20240914-09:53:15 nb_c_quizzes 3216
20240914-09:53:15 training model 3 (accuracy 0.9477611780166626)
20240914-09:53:15 training model 2 (accuracy 0.9573400020599365)
20240914-09:55:19 train_loss 1432 model 2 0.010970084610299637
20240914-09:55:19 train_loss 1432 model 3 0.010918035614296969
20240914-09:55:20 test_loss 1432 model 2 0.004947352247600989
20240914-09:55:21 test_loss 1432 model 3 0.0057913595085210545
20240914-09:55:54 test_accuracy 1432 model 3 nb_correct 788 / 804 (98.01%)
20240914-09:55:56 test_accuracy 1432 model 2 nb_correct 800 / 824 (97.09%)
20240914-09:55:57 wrote ae_000.pth
20240914-09:55:58 wrote ae_001.pth
20240914-09:55:59 wrote ae_002.pth
20240914-09:55:59 wrote ae_003.pth
20240914-09:56:00 wrote ae_004.pth
20240914-09:56:01 wrote ae_005.pth
20240914-09:56:01 wrote ae_006.pth
20240914-09:56:02 wrote ae_007.pth
20240914-09:56:03 wrote ae_008.pth
20240914-09:56:04 wrote ae_009.pth
20240914-09:56:04 epoch_duration 2min48s next_finish 09:58:52
20240914-09:56:04 wrote state.pth
20240914-09:56:04 --- epoch 1433 ----------------------------------------
20240914-09:56:04 current_test_accuracies 0.9813 0.9708 0.9709 0.9801 0.9724 0.9761 0.9735 0.9748 0.9719 0.9708
20240914-09:56:04 time_train=10965 time_c_quizzes=11161
20240914-09:56:04 nb_c_quizzes 3216
20240914-09:56:04 training model 1 (accuracy 0.970802903175354)
20240914-09:56:04 training model 9 (accuracy 0.970802903175354)
20240914-09:58:07 train_loss 1433 model 9 0.010388031807631705
20240914-09:58:07 train_loss 1433 model 1 0.010652296468830173
20240914-09:58:09 test_loss 1433 model 9 0.007184725678217774
20240914-09:58:09 test_loss 1433 model 1 0.011059856246925648
20240914-09:58:45 test_accuracy 1433 model 1 nb_correct 766 / 811 (94.45%)
20240914-09:58:46 test_accuracy 1433 model 9 nb_correct 797 / 823 (96.84%)
20240914-09:58:46 wrote ae_000.pth
20240914-09:58:47 wrote ae_001.pth
20240914-09:58:48 wrote ae_002.pth
20240914-09:58:49 wrote ae_003.pth
20240914-09:58:49 wrote ae_004.pth
20240914-09:58:50 wrote ae_005.pth
20240914-09:58:51 wrote ae_006.pth
20240914-09:58:51 wrote ae_007.pth
20240914-09:58:52 wrote ae_008.pth
20240914-09:58:53 wrote ae_009.pth
20240914-09:58:53 epoch_duration 2min49s next_finish 10:01:42
20240914-09:58:53 wrote state.pth
20240914-09:58:53 --- epoch 1434 ----------------------------------------
20240914-09:58:53 current_test_accuracies 0.9813 0.9445 0.9709 0.9801 0.9724 0.9761 0.9735 0.9748 0.9719 0.9684
20240914-09:58:53 time_train=11127 time_c_quizzes=11161
20240914-09:58:53 nb_c_quizzes 3216
20240914-09:58:53 training model 1 (accuracy 0.9445129632949829)
20240914-09:58:53 training model 9 (accuracy 0.9684082865715027)
20240914-10:00:56 train_loss 1434 model 1 0.010352685525664129
20240914-10:00:56 train_loss 1434 model 9 0.011303591918776874
20240914-10:00:58 test_loss 1434 model 1 0.009401544473797685
20240914-10:00:58 test_loss 1434 model 9 0.006948567346029932
20240914-10:01:31 test_accuracy 1434 model 1 nb_correct 731 / 779 (93.84%)
20240914-10:01:38 test_accuracy 1434 model 9 nb_correct 754 / 787 (95.81%)
20240914-10:01:39 wrote ae_000.pth
20240914-10:01:39 wrote ae_001.pth
20240914-10:01:40 wrote ae_002.pth
20240914-10:01:41 wrote ae_003.pth
20240914-10:01:42 wrote ae_004.pth
20240914-10:01:42 wrote ae_005.pth
20240914-10:01:43 wrote ae_006.pth
20240914-10:01:44 wrote ae_007.pth
20240914-10:01:44 wrote ae_008.pth
20240914-10:01:45 wrote ae_009.pth
20240914-10:01:45 epoch_duration 2min52s next_finish 10:04:37
20240914-10:01:45 wrote state.pth
20240914-10:01:45 --- epoch 1435 ----------------------------------------
20240914-10:01:45 current_test_accuracies 0.9813 0.9384 0.9709 0.9801 0.9724 0.9761 0.9735 0.9748 0.9719 0.9581
20240914-10:01:45 time_train=11292 time_c_quizzes=11161
20240914-10:01:45 nb_c_quizzes 3216
20240914-10:01:45 training model 1 (accuracy 0.9383825659751892)
20240914-10:01:45 training model 9 (accuracy 0.9580686092376709)
20240914-10:03:48 train_loss 1435 model 9 0.010787067009185193
20240914-10:03:48 train_loss 1435 model 1 0.010751613064616321
20240914-10:03:50 test_loss 1435 model 9 0.007460390494687097
20240914-10:03:50 test_loss 1435 model 1 0.006968797870166554
20240914-10:04:24 test_accuracy 1435 model 1 nb_correct 765 / 804 (95.15%)
20240914-10:04:26 test_accuracy 1435 model 9 nb_correct 778 / 804 (96.77%)
20240914-10:04:26 wrote ae_000.pth
20240914-10:04:27 wrote ae_001.pth
20240914-10:04:28 wrote ae_002.pth
20240914-10:04:29 wrote ae_003.pth
20240914-10:04:29 wrote ae_004.pth
20240914-10:04:30 wrote ae_005.pth
20240914-10:04:31 wrote ae_006.pth
20240914-10:04:31 wrote ae_007.pth
20240914-10:04:32 wrote ae_008.pth
20240914-10:04:33 wrote ae_009.pth
20240914-10:04:33 epoch_duration 2min47s next_finish 10:07:20
20240914-10:04:33 wrote state.pth
20240914-10:04:33 --- epoch 1436 ----------------------------------------
20240914-10:04:33 current_test_accuracies 0.9813 0.9515 0.9709 0.9801 0.9724 0.9761 0.9735 0.9748 0.9719 0.9677
20240914-10:04:33 time_train=11452 time_c_quizzes=11161
20240914-10:04:33 dummy tensor([0.2840])
20240914-10:04:33 dummy tensor([0.8998])
20240914-10:04:43 nb_generated 4 model 3 (finishes Sat 11:14 -- 1073/h)
20240914-10:04:46 nb_generated 0 model 1 (finishes ??? -- 0/h)
20240914-10:04:52 nb_generated 8 model 9 (finishes Sat 11:10 -- 1139/h)
20240914-10:04:58 nb_generated 5 model 9 (finishes Sat 12:59 -- 428/h)
20240914-10:05:08 nb_generated 8 model 2 (finishes Sat 12:05 -- 619/h)
20240914-10:05:19 nb_generated 9 model 4 (finishes Sat 12:21 -- 549/h)
20240914-10:05:19 nb_generated 6 model 6 (finishes Sat 15:26 -- 233/h)
20240914-10:05:27 nb_generated 11 model 0 (finishes Sat 12:26 -- 529/h)
20240914-10:05:38 nb_generated 6 model 5 (finishes Sat 17:39 -- 164/h)
20240914-10:05:45 nb_generated 14 model 2 (finishes Sat 12:34 -- 499/h)
20240914-10:05:51 nb_generated 11 model 1 (finishes Sat 13:29 -- 366/h)
20240914-10:05:57 nb_generated 16 model 7 (finishes Sat 12:31 -- 509/h)
20240914-10:06:00 nb_generated 14 model 7 (finishes Sat 13:07 -- 410/h)
20240914-10:06:04 nb_generated 20 model 7 (finishes Sat 12:11 -- 589/h)
20240914-10:06:12 nb_generated 21 model 7 (finishes Sat 12:14 -- 578/h)
20240914-10:06:14 nb_generated 14 model 5 (finishes Sat 13:35 -- 356/h)
20240914-10:06:22 nb_generated 16 model 8 (finishes Sat 13:14 -- 394/h)
20240914-10:06:31 nb_generated 23 model 1 (finishes Sat 12:21 -- 549/h)
20240914-10:06:31 nb_generated 18 model 8 (finishes Sat 13:14 -- 395/h)
20240914-10:06:47 nb_generated 27 model 0 (finishes Sat 12:17 -- 564/h)
20240914-10:06:51 nb_generated 20 model 5 (finishes Sat 13:29 -- 365/h)
20240914-10:06:55 nb_generated 30 model 9 (finishes Sat 12:13 -- 583/h)
20240914-10:07:05 nb_generated 25 model 8 (finishes Sat 13:10 -- 402/h)
20240914-10:07:06 nb_generated 30 model 4 (finishes Sat 12:23 -- 541/h)
20240914-10:07:14 nb_generated 32 model 0 (finishes Sat 12:19 -- 557/h)
20240914-10:07:30 nb_generated 25 model 6 (finishes Sat 13:41 -- 344/h)
20240914-10:07:32 nb_generated 33 model 2 (finishes Sat 12:28 -- 520/h)
20240914-10:07:39 nb_generated 26 model 8 (finishes Sat 13:40 -- 348/h)
20240914-10:07:50 nb_generated 33 model 2 (finishes Sat 12:42 -- 474/h)
20240914-10:07:52 nb_generated 28 model 0 (finishes Sat 13:32 -- 361/h)
20240914-10:08:02 nb_generated 29 model 7 (finishes Sat 13:32 -- 361/h)
20240914-10:08:03 nb_generated 33 model 6 (finishes Sat 12:53 -- 444/h)
20240914-10:08:11 nb_generated 29 model 7 (finishes Sat 13:40 -- 346/h)
20240914-10:08:12 nb_generated 36 model 7 (finishes Sat 12:47 -- 460/h)
20240914-10:08:22 nb_generated 39 model 0 (finishes Sat 12:38 -- 487/h)
20240914-10:08:27 nb_generated 30 model 6 (finishes Sat 13:46 -- 338/h)
20240914-10:08:28 nb_generated 42 model 7 (finishes Sat 12:32 -- 505/h)
20240914-10:08:42 nb_generated 43 model 0 (finishes Sat 12:37 -- 490/h)
20240914-10:08:42 nb_generated 34 model 1 (finishes Sat 13:41 -- 346/h)
20240914-10:08:56 nb_generated 47 model 2 (finishes Sat 12:29 -- 519/h)
20240914-10:09:05 nb_generated 34 model 2 (finishes Sat 14:00 -- 317/h)
20240914-10:09:09 nb_generated 50 model 0 (finishes Sat 12:28 -- 520/h)
20240914-10:09:15 nb_generated 35 model 7 (finishes Sat 14:09 -- 305/h)
20240914-10:09:20 nb_generated 51 model 3 (finishes Sat 12:30 -- 513/h)
20240914-10:09:28 nb_generated 36 model 6 (finishes Sat 14:10 -- 304/h)
20240914-10:09:29 nb_generated 53 model 0 (finishes Sat 12:31 -- 510/h)
20240914-10:09:41 nb_generated 38 model 2 (finishes Sat 14:02 -- 315/h)
20240914-10:09:42 nb_generated 53 model 4 (finishes Sat 12:37 -- 488/h)
20240914-10:09:56 nb_generated 38 model 4 (finishes Sat 14:13 -- 300/h)
20240914-10:10:04 nb_generated 53 model 5 (finishes Sat 12:48 -- 456/h)
20240914-10:10:05 nb_generated 40 model 3 (finishes Sat 14:02 -- 314/h)
20240914-10:10:20 nb_generated 54 model 3 (finishes Sat 12:52 -- 446/h)
20240914-10:10:22 nb_generated 40 model 5 (finishes Sat 14:15 -- 298/h)
20240914-10:10:33 nb_generated 42 model 0 (finishes Sat 14:06 -- 309/h)
20240914-10:10:33 nb_generated 55 model 8 (finishes Sat 12:55 -- 439/h)
20240914-10:10:44 nb_generated 56 model 2 (finishes Sat 13:00 -- 426/h)
20240914-10:10:46 nb_generated 43 model 8 (finishes Sat 14:15 -- 298/h)
20240914-10:10:53 nb_generated 57 model 7 (finishes Sat 13:04 -- 416/h)
20240914-10:11:04 nb_generated 43 model 2 (finishes Sat 14:27 -- 285/h)
20240914-10:11:08 nb_generated 60 model 4 (finishes Sat 13:03 -- 419/h)
20240914-10:11:13 nb_generated 43 model 8 (finishes Sat 14:33 -- 278/h)
20240914-10:11:22 nb_generated 62 model 9 (finishes Sat 13:05 -- 413/h)
20240914-10:11:31 nb_generated 43 model 1 (finishes Sat 14:45 -- 266/h)
20240914-10:11:34 nb_generated 65 model 2 (finishes Sat 12:59 -- 427/h)
20240914-10:11:44 nb_generated 69 model 0 (finishes Sat 12:57 -- 434/h)
20240914-10:11:46 nb_generated 43 model 2 (finishes Sat 14:55 -- 257/h)
20240914-10:11:55 nb_generated 72 model 0 (finishes Sat 12:52 -- 447/h)
20240914-10:12:00 nb_generated 45 model 0 (finishes Sat 14:56 -- 257/h)
20240914-10:12:02 nb_generated 76 model 7 (finishes Sat 12:45 -- 464/h)
20240914-10:12:13 nb_generated 78 model 5 (finishes Sat 12:46 -- 461/h)
20240914-10:12:24 nb_generated 46 model 6 (finishes Sat 15:11 -- 244/h)
20240914-10:12:24 nb_generated 83 model 3 (finishes Sat 12:42 -- 473/h)
20240914-10:12:32 nb_generated 46 model 4 (finishes Sat 15:16 -- 240/h)
20240914-10:12:34 nb_generated 85 model 8 (finishes Sat 12:41 -- 478/h)
20240914-10:12:42 nb_generated 48 model 8 (finishes Sat 15:13 -- 242/h)
20240914-10:12:48 nb_generated 86 model 4 (finishes Sat 12:43 -- 472/h)
20240914-10:12:54 nb_generated 48 model 5 (finishes Sat 15:21 -- 236/h)
20240914-10:13:01 nb_generated 89 model 1 (finishes Sat 12:40 -- 482/h)
20240914-10:13:02 nb_generated 49 model 1 (finishes Sat 15:16 -- 240/h)
20240914-10:13:11 nb_generated 50 model 7 (finishes Sat 15:21 -- 236/h)
20240914-10:13:20 nb_generated 50 model 4 (finishes Sat 15:27 -- 232/h)
20240914-10:13:20 nb_generated 89 model 5 (finishes Sat 12:46 -- 463/h)
20240914-10:13:31 nb_generated 53 model 4 (finishes Sat 15:15 -- 240/h)
20240914-10:13:33 nb_generated 92 model 1 (finishes Sat 12:43 -- 472/h)
20240914-10:13:42 nb_generated 55 model 7 (finishes Sat 15:13 -- 242/h)
20240914-10:13:42 nb_generated 94 model 3 (finishes Sat 12:41 -- 478/h)
20240914-10:13:54 nb_generated 97 model 1 (finishes Sat 12:38 -- 487/h)
20240914-10:14:05 nb_generated 55 model 5 (finishes Sat 15:26 -- 232/h)
20240914-10:14:16 nb_generated 98 model 5 (finishes Sat 12:44 -- 469/h)
20240914-10:14:27 nb_generated 57 model 6 (finishes Sat 15:21 -- 236/h)
20240914-10:14:27 nb_generated 98 model 4 (finishes Sat 12:47 -- 460/h)
20240914-10:14:36 nb_generated 58 model 9 (finishes Sat 15:18 -- 238/h)
20240914-10:14:37 nb_generated 99 model 7 (finishes Sat 12:48 -- 458/h)
20240914-10:14:45 nb_generated 62 model 0 (finishes Sat 14:54 -- 258/h)
20240914-10:14:51 nb_generated 102 model 2 (finishes Sat 12:45 -- 465/h)
20240914-10:14:54 nb_generated 63 model 8 (finishes Sat 14:58 -- 254/h)
20240914-10:15:03 nb_generated 104 model 3 (finishes Sat 12:44 -- 468/h)
20240914-10:15:04 nb_generated 64 model 4 (finishes Sat 14:56 -- 256/h)
20240914-10:15:19 nb_generated 64 model 5 (finishes Sat 15:03 -- 250/h)
20240914-10:15:24 nb_generated 104 model 5 (finishes Sat 12:50 -- 453/h)
20240914-10:15:28 nb_generated 65 model 3 (finishes Sat 15:07 -- 247/h)
20240914-10:15:35 nb_generated 107 model 9 (finishes Sat 12:46 -- 462/h)
20240914-10:15:41 nb_generated 69 model 3 (finishes Sat 14:54 -- 258/h)
20240914-10:15:42 nb_generated 107 model 9 (finishes Sat 12:48 -- 456/h)
20240914-10:15:52 nb_generated 71 model 3 (finishes Sat 14:47 -- 264/h)
20240914-10:15:57 nb_generated 112 model 1 (finishes Sat 12:44 -- 468/h)
20240914-10:16:05 nb_generated 75 model 8 (finishes Sat 14:31 -- 280/h)
20240914-10:16:09 nb_generated 112 model 0 (finishes Sat 12:47 -- 459/h)
20240914-10:16:13 nb_generated 77 model 9 (finishes Sat 14:29 -- 282/h)
20240914-10:16:19 nb_generated 114 model 8 (finishes Sat 12:46 -- 463/h)
20240914-10:16:26 nb_generated 77 model 6 (finishes Sat 14:34 -- 277/h)
20240914-10:16:29 nb_generated 116 model 7 (finishes Sat 12:48 -- 457/h)
20240914-10:16:39 nb_generated 79 model 3 (finishes Sat 14:34 -- 277/h)
20240914-10:16:44 nb_generated 119 model 5 (finishes Sat 12:46 -- 462/h)
20240914-10:16:57 nb_generated 79 model 4 (finishes Sat 14:41 -- 270/h)
20240914-10:16:59 nb_generated 121 model 2 (finishes Sat 12:48 -- 458/h)
20240914-10:17:11 nb_generated 81 model 1 (finishes Sat 14:36 -- 275/h)
20240914-10:17:15 nb_generated 124 model 1 (finishes Sat 12:48 -- 457/h)
20240914-10:17:21 nb_generated 83 model 8 (finishes Sat 14:31 -- 280/h)
20240914-10:17:27 nb_generated 125 model 0 (finishes Sat 12:49 -- 455/h)
20240914-10:17:33 nb_generated 85 model 4 (finishes Sat 14:26 -- 285/h)
20240914-10:17:37 nb_generated 126 model 7 (finishes Sat 12:49 -- 454/h)
20240914-10:17:48 nb_generated 86 model 4 (finishes Sat 14:27 -- 285/h)
20240914-10:17:49 nb_generated 131 model 1 (finishes Sat 12:47 -- 461/h)
20240914-10:18:01 nb_generated 132 model 0 (finishes Sat 12:47 -- 458/h)
20240914-10:18:13 nb_generated 87 model 5 (finishes Sat 14:31 -- 280/h)
20240914-10:18:17 nb_generated 132 model 1 (finishes Sat 12:51 -- 450/h)
20240914-10:18:25 nb_generated 87 model 6 (finishes Sat 14:35 -- 276/h)
20240914-10:18:29 nb_generated 136 model 1 (finishes Sat 12:48 -- 456/h)
20240914-10:18:32 nb_generated 89 model 0 (finishes Sat 14:29 -- 283/h)
20240914-10:18:39 nb_generated 92 model 0 (finishes Sat 14:20 -- 293/h)
20240914-10:18:57 nb_generated 93 model 6 (finishes Sat 14:21 -- 291/h)
20240914-10:18:57 nb_generated 136 model 5 (finishes Sat 12:54 -- 441/h)
20240914-10:19:06 nb_generated 93 model 3 (finishes Sat 14:24 -- 288/h)
20240914-10:19:07 nb_generated 140 model 8 (finishes Sat 12:50 -- 453/h)
20240914-10:19:23 nb_generated 93 model 5 (finishes Sat 14:29 -- 283/h)
20240914-10:19:23 nb_generated 142 model 2 (finishes Sat 12:51 -- 448/h)
20240914-10:19:32 nb_generated 145 model 7 (finishes Sat 12:50 -- 452/h)
20240914-10:19:36 nb_generated 95 model 0 (finishes Sat 14:25 -- 286/h)
20240914-10:19:47 nb_generated 150 model 1 (finishes Sat 12:47 -- 460/h)
20240914-10:19:47 nb_generated 97 model 4 (finishes Sat 14:22 -- 291/h)
20240914-10:19:56 nb_generated 152 model 7 (finishes Sat 12:46 -- 464/h)
20240914-10:19:57 nb_generated 101 model 7 (finishes Sat 14:14 -- 299/h)
20240914-10:20:06 nb_generated 104 model 3 (finishes Sat 14:10 -- 304/h)
20240914-10:20:07 nb_generated 154 model 5 (finishes Sat 12:46 -- 462/h)
20240914-10:20:14 nb_generated 107 model 0 (finishes Sat 14:03 -- 313/h)
20240914-10:20:26 nb_generated 109 model 4 (finishes Sat 14:03 -- 313/h)
20240914-10:20:27 nb_generated 157 model 2 (finishes Sat 12:47 -- 460/h)
20240914-10:20:39 nb_generated 161 model 2 (finishes Sat 12:44 -- 469/h)
20240914-10:20:40 nb_generated 109 model 5 (finishes Sat 14:07 -- 308/h)
20240914-10:20:49 nb_generated 110 model 1 (finishes Sat 14:06 -- 309/h)
20240914-10:20:52 nb_generated 163 model 9 (finishes Sat 12:44 -- 470/h)
20240914-10:21:05 nb_generated 111 model 2 (finishes Sat 14:10 -- 304/h)
20240914-10:21:05 nb_generated 166 model 3 (finishes Sat 12:43 -- 471/h)
20240914-10:21:15 nb_generated 112 model 8 (finishes Sat 14:10 -- 305/h)
20240914-10:21:19 nb_generated 167 model 0 (finishes Sat 12:44 -- 468/h)
20240914-10:21:27 nb_generated 113 model 1 (finishes Sat 14:10 -- 305/h)
20240914-10:21:43 nb_generated 167 model 5 (finishes Sat 12:48 -- 457/h)
20240914-10:21:48 nb_generated 113 model 5 (finishes Sat 14:15 -- 298/h)
20240914-10:21:52 nb_generated 170 model 7 (finishes Sat 12:48 -- 457/h)
20240914-10:22:02 nb_generated 114 model 7 (finishes Sat 14:15 -- 298/h)
20240914-10:22:04 nb_generated 172 model 8 (finishes Sat 12:48 -- 458/h)
20240914-10:22:15 nb_generated 172 model 9 (finishes Sat 12:49 -- 454/h)
20240914-10:22:15 nb_generated 114 model 7 (finishes Sat 14:18 -- 294/h)
20240914-10:22:23 nb_generated 117 model 1 (finishes Sat 14:15 -- 299/h)
20240914-10:22:27 nb_generated 174 model 3 (finishes Sat 12:50 -- 452/h)
20240914-10:22:38 nb_generated 178 model 3 (finishes Sat 12:48 -- 457/h)
20240914-10:22:44 nb_generated 119 model 6 (finishes Sat 14:14 -- 300/h)
20240914-10:22:47 nb_generated 179 model 9 (finishes Sat 12:48 -- 457/h)
20240914-10:22:55 nb_generated 120 model 6 (finishes Sat 14:14 -- 300/h)
20240914-10:22:58 nb_generated 181 model 1 (finishes Sat 12:49 -- 455/h)
20240914-10:23:04 nb_generated 123 model 9 (finishes Sat 14:08 -- 307/h)
20240914-10:23:13 nb_generated 184 model 8 (finishes Sat 12:48 -- 456/h)
20240914-10:23:20 nb_generated 123 model 6 (finishes Sat 14:11 -- 303/h)
20240914-10:23:22 nb_generated 188 model 4 (finishes Sat 12:46 -- 462/h)
20240914-10:23:29 nb_generated 126 model 9 (finishes Sat 14:06 -- 310/h)
20240914-10:23:40 nb_generated 188 model 4 (finishes Sat 12:49 -- 454/h)
20240914-10:23:42 nb_generated 130 model 9 (finishes Sat 14:01 -- 316/h)
20240914-10:23:50 nb_generated 188 model 7 (finishes Sat 12:50 -- 451/h)
20240914-10:24:02 nb_generated 188 model 6 (finishes Sat 12:52 -- 446/h)
20240914-10:24:06 nb_generated 131 model 6 (finishes Sat 14:04 -- 313/h)
20240914-10:24:12 nb_generated 194 model 9 (finishes Sat 12:49 -- 454/h)
20240914-10:24:13 nb_generated 131 model 8 (finishes Sat 14:05 -- 311/h)
20240914-10:24:24 nb_generated 133 model 1 (finishes Sat 14:05 -- 311/h)
20240914-10:24:25 nb_generated 195 model 7 (finishes Sat 12:50 -- 452/h)
20240914-10:24:33 nb_generated 197 model 4 (finishes Sat 12:49 -- 455/h)
20240914-10:24:39 nb_generated 136 model 1 (finishes Sat 14:08 -- 307/h)
20240914-10:24:44 nb_generated 201 model 8 (finishes Sat 12:47 -- 460/h)
20240914-10:24:54 nb_generated 204 model 4 (finishes Sat 12:46 -- 462/h)
20240914-10:24:55 nb_generated 138 model 6 (finishes Sat 14:07 -- 309/h)
20240914-10:25:10 nb_generated 206 model 6 (finishes Sat 12:46 -- 462/h)
20240914-10:25:10 nb_generated 140 model 5 (finishes Sat 14:05 -- 311/h)
20240914-10:25:20 nb_generated 210 model 1 (finishes Sat 12:44 -- 470/h)
20240914-10:25:27 nb_generated 140 model 1 (finishes Sat 14:08 -- 307/h)
20240914-10:25:29 nb_generated 213 model 9 (finishes Sat 12:42 -- 475/h)
20240914-10:25:40 nb_generated 213 model 4 (finishes Sat 12:43 -- 471/h)
20240914-10:25:44 nb_generated 140 model 6 (finishes Sat 14:12 -- 302/h)
20240914-10:25:49 nb_generated 214 model 8 (finishes Sat 12:43 -- 471/h)
20240914-10:25:55 nb_generated 141 model 0 (finishes Sat 14:11 -- 303/h)
20240914-10:26:02 nb_generated 217 model 6 (finishes Sat 12:42 -- 474/h)
20240914-10:26:06 nb_generated 144 model 2 (finishes Sat 14:07 -- 308/h)
20240914-10:26:20 nb_generated 219 model 7 (finishes Sat 12:43 -- 470/h)
20240914-10:26:27 nb_generated 145 model 6 (finishes Sat 14:11 -- 304/h)
20240914-10:26:38 nb_generated 145 model 4 (finishes Sat 14:13 -- 301/h)
20240914-10:26:48 nb_generated 222 model 5 (finishes Sat 12:44 -- 469/h)
20240914-10:26:49 nb_generated 145 model 1 (finishes Sat 14:15 -- 298/h)
20240914-10:26:57 nb_generated 148 model 0 (finishes Sat 14:12 -- 302/h)
20240914-10:27:05 nb_generated 223 model 0 (finishes Sat 12:46 -- 463/h)
20240914-10:27:09 nb_generated 149 model 9 (finishes Sat 14:14 -- 299/h)
20240914-10:27:21 nb_generated 226 model 6 (finishes Sat 12:45 -- 465/h)
20240914-10:27:32 nb_generated 151 model 5 (finishes Sat 14:16 -- 297/h)
20240914-10:27:38 nb_generated 227 model 7 (finishes Sat 12:47 -- 460/h)
20240914-10:27:47 nb_generated 229 model 8 (finishes Sat 12:46 -- 462/h)
20240914-10:27:47 nb_generated 154 model 1 (finishes Sat 14:12 -- 301/h)
20240914-10:27:58 nb_generated 229 model 4 (finishes Sat 12:48 -- 458/h)
20240914-10:28:00 nb_generated 154 model 4 (finishes Sat 14:15 -- 299/h)
20240914-10:28:07 nb_generated 232 model 7 (finishes Sat 12:47 -- 460/h)
20240914-10:28:10 nb_generated 155 model 4 (finishes Sat 14:14 -- 299/h)
20240914-10:28:18 nb_generated 157 model 7 (finishes Sat 14:14 -- 300/h)
20240914-10:28:25 nb_generated 234 model 5 (finishes Sat 12:48 -- 457/h)
20240914-10:28:33 nb_generated 157 model 8 (finishes Sat 14:16 -- 297/h)
20240914-10:28:39 nb_generated 235 model 4 (finishes Sat 12:49 -- 455/h)
20240914-10:28:49 nb_generated 160 model 1 (finishes Sat 14:15 -- 299/h)
20240914-10:28:51 nb_generated 235 model 0 (finishes Sat 12:50 -- 451/h)
20240914-10:29:01 nb_generated 161 model 7 (finishes Sat 14:15 -- 299/h)
20240914-10:29:06 nb_generated 239 model 2 (finishes Sat 12:49 -- 454/h)
20240914-10:29:16 nb_generated 161 model 5 (finishes Sat 14:17 -- 295/h)
20240914-10:29:20 nb_generated 240 model 4 (finishes Sat 12:50 -- 452/h)
20240914-10:29:29 nb_generated 241 model 7 (finishes Sat 12:51 -- 449/h)
20240914-10:29:34 nb_generated 161 model 5 (finishes Sat 14:20 -- 292/h)
20240914-10:29:39 nb_generated 243 model 3 (finishes Sat 12:51 -- 449/h)
20240914-10:29:42 nb_generated 162 model 7 (finishes Sat 14:20 -- 293/h)
20240914-10:29:50 nb_generated 243 model 1 (finishes Sat 12:52 -- 445/h)
20240914-10:29:55 nb_generated 163 model 2 (finishes Sat 14:20 -- 293/h)
20240914-10:30:01 nb_generated 163 model 3 (finishes Sat 14:21 -- 292/h)
20240914-10:30:02 nb_generated 243 model 8 (finishes Sat 12:54 -- 442/h)
20240914-10:30:08 nb_generated 165 model 9 (finishes Sat 14:18 -- 295/h)
20240914-10:30:13 nb_generated 244 model 6 (finishes Sat 12:55 -- 439/h)
20240914-10:30:19 nb_generated 167 model 0 (finishes Sat 14:16 -- 297/h)
20240914-10:30:22 nb_generated 247 model 8 (finishes Sat 12:53 -- 443/h)
20240914-10:30:33 nb_generated 169 model 5 (finishes Sat 14:18 -- 295/h)
20240914-10:30:40 nb_generated 249 model 4 (finishes Sat 12:54 -- 441/h)
20240914-10:30:44 nb_generated 174 model 9 (finishes Sat 14:12 -- 302/h)
20240914-10:30:51 nb_generated 252 model 4 (finishes Sat 12:53 -- 444/h)
20240914-10:30:58 nb_generated 176 model 0 (finishes Sat 14:11 -- 304/h)
20240914-10:30:59 nb_generated 254 model 3 (finishes Sat 12:52 -- 447/h)
20240914-10:31:10 nb_generated 180 model 7 (finishes Sat 14:05 -- 311/h)
20240914-10:31:18 nb_generated 254 model 5 (finishes Sat 12:54 -- 441/h)
20240914-10:31:23 nb_generated 180 model 1 (finishes Sat 14:07 -- 308/h)
20240914-10:31:24 nb_generated 254 model 3 (finishes Sat 12:54 -- 440/h)
20240914-10:31:31 nb_generated 181 model 3 (finishes Sat 14:07 -- 309/h)
20240914-10:31:33 nb_generated 256 model 3 (finishes Sat 12:54 -- 442/h)
20240914-10:31:42 nb_generated 182 model 6 (finishes Sat 14:07 -- 309/h)
20240914-10:31:52 nb_generated 259 model 0 (finishes Sat 12:54 -- 441/h)
20240914-10:31:57 nb_generated 184 model 9 (finishes Sat 14:07 -- 308/h)
20240914-10:32:08 nb_generated 261 model 8 (finishes Sat 12:54 -- 441/h)
20240914-10:32:22 nb_generated 184 model 1 (finishes Sat 14:11 -- 304/h)
20240914-10:32:27 nb_generated 264 model 6 (finishes Sat 12:53 -- 442/h)
20240914-10:32:36 nb_generated 266 model 7 (finishes Sat 12:53 -- 444/h)
20240914-10:32:37 nb_generated 185 model 6 (finishes Sat 14:11 -- 303/h)
20240914-10:32:45 nb_generated 268 model 8 (finishes Sat 12:53 -- 444/h)
20240914-10:32:49 nb_generated 187 model 8 (finishes Sat 14:09 -- 305/h)
20240914-10:32:58 nb_generated 271 model 7 (finishes Sat 12:52 -- 445/h)
20240914-10:32:58 nb_generated 188 model 9 (finishes Sat 14:09 -- 306/h)
20240914-10:33:05 nb_generated 273 model 3 (finishes Sat 12:52 -- 445/h)
20240914-10:33:11 nb_generated 188 model 5 (finishes Sat 14:11 -- 303/h)
20240914-10:33:17 nb_generated 275 model 0 (finishes Sat 12:53 -- 444/h)
20240914-10:33:21 nb_generated 188 model 8 (finishes Sat 14:12 -- 302/h)
20240914-10:33:26 nb_generated 278 model 9 (finishes Sat 12:51 -- 448/h)
20240914-10:33:40 nb_generated 281 model 9 (finishes Sat 12:51 -- 449/h)
20240914-10:33:40 nb_generated 188 model 5 (finishes Sat 14:15 -- 298/h)
20240914-10:33:47 nb_generated 283 model 9 (finishes Sat 12:50 -- 451/h)
20240914-10:33:49 nb_generated 190 model 7 (finishes Sat 14:13 -- 301/h)
20240914-10:33:57 nb_generated 191 model 9 (finishes Sat 14:12 -- 301/h)
20240914-10:34:00 nb_generated 285 model 1 (finishes Sat 12:50 -- 452/h)
20240914-10:34:12 nb_generated 287 model 8 (finishes Sat 12:50 -- 453/h)
20240914-10:34:14 nb_generated 193 model 1 (finishes Sat 14:11 -- 303/h)
20240914-10:34:23 nb_generated 194 model 4 (finishes Sat 14:13 -- 301/h)
20240914-10:34:23 nb_generated 288 model 5 (finishes Sat 12:50 -- 452/h)
20240914-10:34:30 nb_generated 198 model 9 (finishes Sat 14:09 -- 306/h)
20240914-10:34:31 nb_generated 290 model 3 (finishes Sat 12:49 -- 454/h)
20240914-10:34:37 nb_generated 200 model 1 (finishes Sat 14:07 -- 309/h)
20240914-10:34:48 nb_generated 202 model 1 (finishes Sat 14:06 -- 309/h)
20240914-10:34:57 nb_generated 290 model 5 (finishes Sat 12:52 -- 447/h)
20240914-10:35:03 nb_generated 204 model 4 (finishes Sat 14:07 -- 308/h)
20240914-10:35:11 nb_generated 295 model 9 (finishes Sat 12:50 -- 452/h)
20240914-10:35:19 nb_generated 208 model 0 (finishes Sat 14:03 -- 313/h)
20240914-10:35:21 nb_generated 296 model 4 (finishes Sat 12:50 -- 451/h)
20240914-10:35:39 nb_generated 297 model 5 (finishes Sat 12:51 -- 449/h)
20240914-10:35:50 nb_generated 301 model 9 (finishes Sat 12:49 -- 454/h)
20240914-10:35:51 nb_generated 208 model 5 (finishes Sat 14:07 -- 308/h)
20240914-10:36:04 nb_generated 210 model 3 (finishes Sat 14:06 -- 310/h)
20240914-10:36:15 nb_generated 212 model 5 (finishes Sat 14:04 -- 312/h)
20240914-10:36:17 nb_generated 302 model 7 (finishes Sat 12:51 -- 448/h)
20240914-10:36:25 nb_generated 213 model 4 (finishes Sat 14:05 -- 310/h)
20240914-10:36:25 nb_generated 305 model 4 (finishes Sat 12:51 -- 449/h)
20240914-10:36:33 nb_generated 308 model 3 (finishes Sat 12:50 -- 451/h)
20240914-10:36:34 nb_generated 214 model 6 (finishes Sat 14:05 -- 311/h)
20240914-10:36:42 nb_generated 308 model 6 (finishes Sat 12:51 -- 449/h)
20240914-10:36:45 nb_generated 219 model 0 (finishes Sat 14:01 -- 316/h)
20240914-10:36:50 nb_generated 310 model 9 (finishes Sat 12:50 -- 451/h)
20240914-10:37:02 nb_generated 222 model 1 (finishes Sat 13:59 -- 319/h)
20240914-10:37:04 nb_generated 312 model 1 (finishes Sat 12:50 -- 452/h)
20240914-10:37:10 nb_generated 223 model 9 (finishes Sat 14:00 -- 318/h)
20240914-10:37:16 nb_generated 314 model 3 (finishes Sat 12:50 -- 451/h)
20240914-10:37:16 nb_generated 226 model 0 (finishes Sat 13:57 -- 322/h)
20240914-10:37:28 nb_generated 315 model 7 (finishes Sat 12:51 -- 450/h)
20240914-10:37:32 nb_generated 228 model 5 (finishes Sat 13:56 -- 323/h)
20240914-10:37:38 nb_generated 318 model 7 (finishes Sat 12:49 -- 453/h)
20240914-10:37:50 nb_generated 229 model 5 (finishes Sat 13:57 -- 322/h)
20240914-10:37:56 nb_generated 320 model 2 (finishes Sat 12:50 -- 452/h)
20240914-10:38:02 nb_generated 230 model 9 (finishes Sat 13:57 -- 322/h)
20240914-10:38:08 nb_generated 321 model 4 (finishes Sat 12:50 -- 451/h)
20240914-10:38:21 nb_generated 323 model 0 (finishes Sat 12:50 -- 452/h)
20240914-10:38:22 nb_generated 230 model 5 (finishes Sat 13:59 -- 319/h)
20240914-10:38:31 nb_generated 326 model 3 (finishes Sat 12:49 -- 455/h)
20240914-10:38:31 nb_generated 231 model 4 (finishes Sat 13:59 -- 319/h)
20240914-10:38:40 nb_generated 327 model 3 (finishes Sat 12:49 -- 455/h)
20240914-10:38:53 nb_generated 233 model 5 (finishes Sat 13:59 -- 319/h)
20240914-10:38:58 nb_generated 327 model 5 (finishes Sat 12:50 -- 451/h)
20240914-10:39:09 nb_generated 329 model 8 (finishes Sat 12:50 -- 450/h)
20240914-10:39:14 nb_generated 236 model 5 (finishes Sat 13:58 -- 319/h)
20240914-10:39:29 nb_generated 237 model 1 (finishes Sat 13:59 -- 319/h)
20240914-10:39:34 nb_generated 330 model 6 (finishes Sat 12:52 -- 447/h)
20240914-10:39:39 nb_generated 240 model 4 (finishes Sat 13:57 -- 321/h)
20240914-10:39:46 nb_generated 330 model 1 (finishes Sat 12:53 -- 444/h)
20240914-10:39:51 nb_generated 242 model 3 (finishes Sat 13:56 -- 322/h)
20240914-10:39:55 nb_generated 332 model 2 (finishes Sat 12:53 -- 444/h)
20240914-10:40:01 nb_generated 243 model 3 (finishes Sat 13:56 -- 323/h)
20240914-10:40:05 nb_generated 335 model 9 (finishes Sat 12:52 -- 447/h)
20240914-10:40:15 nb_generated 244 model 2 (finishes Sat 13:56 -- 322/h)
20240914-10:40:17 nb_generated 335 model 4 (finishes Sat 12:53 -- 444/h)
20240914-10:40:25 nb_generated 246 model 1 (finishes Sat 13:55 -- 324/h)
20240914-10:40:29 nb_generated 335 model 8 (finishes Sat 12:54 -- 442/h)
20240914-10:40:37 nb_generated 338 model 4 (finishes Sat 12:52 -- 445/h)
20240914-10:40:40 nb_generated 246 model 6 (finishes Sat 13:57 -- 322/h)
20240914-10:40:50 nb_generated 251 model 1 (finishes Sat 13:53 -- 327/h)
20240914-10:41:01 nb_generated 252 model 8 (finishes Sat 13:53 -- 327/h)
20240914-10:41:02 nb_generated 338 model 5 (finishes Sat 12:54 -- 440/h)
20240914-10:41:14 nb_generated 341 model 9 (finishes Sat 12:54 -- 441/h)
20240914-10:41:16 nb_generated 254 model 1 (finishes Sat 13:54 -- 326/h)
20240914-10:41:24 nb_generated 341 model 0 (finishes Sat 12:55 -- 439/h)
20240914-10:41:26 nb_generated 258 model 3 (finishes Sat 13:51 -- 330/h)
20240914-10:41:36 nb_generated 263 model 0 (finishes Sat 13:48 -- 335/h)
20240914-10:41:39 nb_generated 341 model 5 (finishes Sat 12:56 -- 436/h)
20240914-10:41:44 nb_generated 266 model 3 (finishes Sat 13:47 -- 337/h)
20240914-10:41:54 nb_generated 267 model 1 (finishes Sat 13:46 -- 337/h)
20240914-10:41:59 nb_generated 341 model 5 (finishes Sat 12:57 -- 432/h)
20240914-10:42:04 nb_generated 268 model 7 (finishes Sat 13:47 -- 335/h)
20240914-10:42:11 nb_generated 342 model 1 (finishes Sat 12:58 -- 432/h)
20240914-10:42:15 nb_generated 269 model 6 (finishes Sat 13:47 -- 335/h)
20240914-10:42:23 nb_generated 343 model 9 (finishes Sat 12:59 -- 429/h)
20240914-10:42:29 nb_generated 271 model 6 (finishes Sat 13:48 -- 335/h)
20240914-10:42:34 nb_generated 346 model 9 (finishes Sat 12:59 -- 429/h)
20240914-10:42:43 nb_generated 273 model 0 (finishes Sat 13:47 -- 336/h)
20240914-10:42:54 nb_generated 277 model 8 (finishes Sat 13:45 -- 339/h)
20240914-10:43:01 nb_generated 346 model 5 (finishes Sat 13:01 -- 424/h)
20240914-10:43:05 nb_generated 278 model 0 (finishes Sat 13:45 -- 339/h)
20240914-10:43:17 nb_generated 346 model 5 (finishes Sat 13:02 -- 421/h)
20240914-10:43:18 nb_generated 278 model 5 (finishes Sat 13:46 -- 337/h)
20240914-10:43:27 nb_generated 350 model 7 (finishes Sat 13:02 -- 422/h)
20240914-10:43:40 nb_generated 353 model 4 (finishes Sat 13:02 -- 421/h)
20240914-10:43:41 nb_generated 280 model 4 (finishes Sat 13:46 -- 337/h)
20240914-10:43:50 nb_generated 281 model 7 (finishes Sat 13:46 -- 337/h)
20240914-10:43:57 nb_generated 356 model 1 (finishes Sat 13:01 -- 423/h)
20240914-10:43:58 nb_generated 281 model 7 (finishes Sat 13:47 -- 336/h)
20240914-10:44:10 nb_generated 284 model 9 (finishes Sat 13:46 -- 337/h)
20240914-10:44:10 nb_generated 357 model 2 (finishes Sat 13:02 -- 422/h)
20240914-10:44:22 nb_generated 287 model 4 (finishes Sat 13:46 -- 337/h)
20240914-10:44:24 nb_generated 362 model 3 (finishes Sat 13:02 -- 421/h)
20240914-10:44:37 nb_generated 289 model 2 (finishes Sat 13:47 -- 336/h)
20240914-10:44:37 nb_generated 363 model 0 (finishes Sat 13:02 -- 420/h)
20240914-10:44:47 nb_generated 368 model 1 (finishes Sat 13:00 -- 426/h)
20240914-10:44:50 nb_generated 290 model 0 (finishes Sat 13:47 -- 336/h)
20240914-10:44:58 nb_generated 372 model 3 (finishes Sat 12:59 -- 429/h)
20240914-10:45:01 nb_generated 290 model 6 (finishes Sat 13:48 -- 335/h)
20240914-10:45:10 nb_generated 292 model 1 (finishes Sat 13:48 -- 335/h)
20240914-10:45:13 nb_generated 374 model 2 (finishes Sat 12:59 -- 427/h)
20240914-10:45:27 nb_generated 374 model 1 (finishes Sat 13:00 -- 425/h)
20240914-10:45:33 nb_generated 293 model 2 (finishes Sat 13:49 -- 333/h)
20240914-10:45:36 nb_generated 375 model 7 (finishes Sat 13:01 -- 423/h)
20240914-10:45:51 nb_generated 294 model 6 (finishes Sat 13:50 -- 331/h)
20240914-10:45:53 nb_generated 377 model 2 (finishes Sat 13:02 -- 422/h)
20240914-10:46:04 nb_generated 377 model 6 (finishes Sat 13:02 -- 420/h)
20240914-10:46:05 nb_generated 295 model 1 (finishes Sat 13:52 -- 329/h)
20240914-10:46:16 nb_generated 296 model 1 (finishes Sat 13:52 -- 329/h)
20240914-10:46:22 nb_generated 379 model 2 (finishes Sat 13:02 -- 420/h)
20240914-10:46:27 nb_generated 301 model 7 (finishes Sat 13:49 -- 333/h)
20240914-10:46:46 nb_generated 302 model 6 (finishes Sat 13:50 -- 332/h)
20240914-10:46:52 nb_generated 380 model 5 (finishes Sat 13:04 -- 416/h)
20240914-10:47:00 nb_generated 381 model 3 (finishes Sat 13:04 -- 416/h)
20240914-10:47:08 nb_generated 304 model 5 (finishes Sat 13:52 -- 329/h)
20240914-10:47:21 nb_generated 305 model 0 (finishes Sat 13:52 -- 329/h)
20240914-10:47:22 nb_generated 381 model 6 (finishes Sat 13:06 -- 413/h)
20240914-10:47:32 nb_generated 382 model 9 (finishes Sat 13:06 -- 413/h)
20240914-10:47:32 nb_generated 307 model 3 (finishes Sat 13:51 -- 330/h)
20240914-10:47:47 nb_generated 383 model 4 (finishes Sat 13:06 -- 412/h)
20240914-10:47:50 nb_generated 308 model 8 (finishes Sat 13:51 -- 329/h)
20240914-10:48:04 nb_generated 385 model 6 (finishes Sat 13:07 -- 410/h)
20240914-10:48:06 nb_generated 308 model 2 (finishes Sat 13:53 -- 327/h)
20240914-10:48:12 nb_generated 386 model 3 (finishes Sat 13:07 -- 411/h)
20240914-10:48:26 nb_generated 308 model 1 (finishes Sat 13:55 -- 325/h)
20240914-10:48:28 nb_generated 386 model 5 (finishes Sat 13:08 -- 408/h)
20240914-10:48:33 nb_generated 387 model 0 (finishes Sat 13:07 -- 409/h)
20240914-10:48:43 nb_generated 308 model 2 (finishes Sat 13:56 -- 323/h)
20240914-10:48:46 nb_generated 387 model 6 (finishes Sat 13:08 -- 407/h)
20240914-10:48:52 nb_generated 311 model 9 (finishes Sat 13:54 -- 326/h)
20240914-10:49:03 nb_generated 388 model 5 (finishes Sat 13:09 -- 405/h)
20240914-10:49:04 nb_generated 312 model 3 (finishes Sat 13:54 -- 326/h)
20240914-10:49:16 nb_generated 390 model 8 (finishes Sat 13:10 -- 403/h)
20240914-10:49:21 nb_generated 314 model 4 (finishes Sat 13:54 -- 326/h)
20240914-10:49:26 nb_generated 391 model 2 (finishes Sat 13:10 -- 403/h)
20240914-10:49:33 nb_generated 316 model 0 (finishes Sat 13:54 -- 326/h)
20240914-10:49:45 nb_generated 319 model 0 (finishes Sat 13:53 -- 327/h)
20240914-10:49:45 nb_generated 392 model 6 (finishes Sat 13:11 -- 402/h)
20240914-10:49:55 nb_generated 322 model 3 (finishes Sat 13:52 -- 329/h)
20240914-10:50:07 nb_generated 323 model 2 (finishes Sat 13:52 -- 329/h)
20240914-10:50:09 nb_generated 392 model 6 (finishes Sat 13:12 -- 398/h)
20240914-10:50:17 nb_generated 323 model 7 (finishes Sat 13:53 -- 327/h)
20240914-10:50:22 nb_generated 395 model 8 (finishes Sat 13:12 -- 399/h)
20240914-10:50:27 nb_generated 325 model 1 (finishes Sat 13:52 -- 329/h)
20240914-10:50:34 nb_generated 395 model 7 (finishes Sat 13:13 -- 397/h)
20240914-10:50:37 nb_generated 326 model 9 (finishes Sat 13:53 -- 328/h)
20240914-10:50:47 nb_generated 396 model 4 (finishes Sat 13:13 -- 397/h)
20240914-10:50:52 nb_generated 327 model 2 (finishes Sat 13:53 -- 327/h)
20240914-10:50:54 nb_generated 396 model 7 (finishes Sat 13:13 -- 396/h)
20240914-10:51:03 nb_generated 327 model 8 (finishes Sat 13:54 -- 326/h)
20240914-10:51:10 nb_generated 396 model 6 (finishes Sat 13:14 -- 393/h)
20240914-10:51:14 nb_generated 329 model 7 (finishes Sat 13:53 -- 327/h)
20240914-10:51:26 nb_generated 331 model 0 (finishes Sat 13:52 -- 328/h)
20240914-10:51:27 nb_generated 397 model 2 (finishes Sat 13:15 -- 392/h)
20240914-10:51:36 nb_generated 332 model 7 (finishes Sat 13:52 -- 328/h)
20240914-10:51:43 nb_generated 398 model 5 (finishes Sat 13:16 -- 391/h)
20240914-10:51:46 nb_generated 335 model 0 (finishes Sat 13:52 -- 329/h)
20240914-10:51:56 nb_generated 338 model 2 (finishes Sat 13:50 -- 331/h)
20240914-10:52:08 nb_generated 400 model 2 (finishes Sat 13:16 -- 390/h)
20240914-10:52:20 nb_generated 405 model 9 (finishes Sat 13:14 -- 394/h)
20240914-10:52:21 nb_generated 338 model 5 (finishes Sat 13:52 -- 328/h)
20240914-10:52:31 nb_generated 405 model 4 (finishes Sat 13:15 -- 392/h)
20240914-10:52:34 nb_generated 339 model 4 (finishes Sat 13:52 -- 328/h)
20240914-10:52:42 nb_generated 407 model 4 (finishes Sat 13:15 -- 393/h)
20240914-10:52:47 nb_generated 341 model 7 (finishes Sat 13:52 -- 329/h)
20240914-10:52:52 nb_generated 409 model 4 (finishes Sat 13:15 -- 393/h)
20240914-10:52:55 nb_generated 344 model 7 (finishes Sat 13:50 -- 332/h)
20240914-10:53:02 nb_generated 410 model 2 (finishes Sat 13:15 -- 393/h)
20240914-10:53:07 nb_generated 346 model 7 (finishes Sat 13:49 -- 333/h)
20240914-10:53:11 nb_generated 411 model 4 (finishes Sat 13:15 -- 393/h)
20240914-10:53:15 nb_generated 350 model 7 (finishes Sat 13:47 -- 336/h)
20240914-10:53:24 nb_generated 350 model 9 (finishes Sat 13:48 -- 335/h)
20240914-10:53:27 nb_generated 412 model 6 (finishes Sat 13:15 -- 392/h)
20240914-10:53:36 nb_generated 351 model 7 (finishes Sat 13:48 -- 335/h)
20240914-10:53:46 nb_generated 415 model 1 (finishes Sat 13:15 -- 393/h)
20240914-10:53:49 nb_generated 351 model 5 (finishes Sat 13:49 -- 333/h)
20240914-10:54:01 nb_generated 352 model 1 (finishes Sat 13:50 -- 332/h)
20240914-10:54:07 nb_generated 419 model 5 (finishes Sat 13:14 -- 394/h)
20240914-10:54:12 nb_generated 354 model 9 (finishes Sat 13:49 -- 333/h)
20240914-10:54:23 nb_generated 420 model 2 (finishes Sat 13:15 -- 393/h)
20240914-10:54:24 nb_generated 355 model 8 (finishes Sat 13:49 -- 333/h)
20240914-10:54:32 nb_generated 424 model 3 (finishes Sat 13:13 -- 396/h)
20240914-10:54:43 nb_generated 355 model 5 (finishes Sat 13:50 -- 331/h)
20240914-10:54:43 nb_generated 425 model 7 (finishes Sat 13:14 -- 394/h)
20240914-10:54:54 nb_generated 429 model 0 (finishes Sat 13:13 -- 396/h)
20240914-10:54:54 nb_generated 360 model 9 (finishes Sat 13:47 -- 336/h)
20240914-10:55:05 nb_generated 431 model 7 (finishes Sat 13:13 -- 397/h)
20240914-10:55:07 nb_generated 362 model 7 (finishes Sat 13:47 -- 336/h)
20240914-10:55:14 nb_generated 434 model 4 (finishes Sat 13:12 -- 398/h)
20240914-10:55:15 nb_generated 364 model 8 (finishes Sat 13:46 -- 338/h)
20240914-10:55:25 nb_generated 367 model 3 (finishes Sat 13:44 -- 340/h)
20240914-10:55:26 nb_generated 434 model 6 (finishes Sat 13:13 -- 397/h)
20240914-10:55:35 nb_generated 370 model 3 (finishes Sat 13:43 -- 342/h)
20240914-10:55:42 nb_generated 437 model 8 (finishes Sat 13:12 -- 398/h)
20240914-10:55:49 nb_generated 440 model 7 (finishes Sat 13:11 -- 401/h)
20240914-10:55:50 nb_generated 372 model 7 (finishes Sat 13:43 -- 342/h)
20240914-10:55:59 nb_generated 374 model 8 (finishes Sat 13:42 -- 344/h)
20240914-10:56:03 nb_generated 442 model 6 (finishes Sat 13:11 -- 401/h)
20240914-10:56:11 nb_generated 445 model 0 (finishes Sat 13:10 -- 403/h)
20240914-10:56:13 nb_generated 374 model 7 (finishes Sat 13:43 -- 342/h)
20240914-10:56:19 nb_generated 446 model 4 (finishes Sat 13:10 -- 403/h)
20240914-10:56:23 nb_generated 375 model 1 (finishes Sat 13:43 -- 342/h)
20240914-10:56:31 nb_generated 448 model 9 (finishes Sat 13:10 -- 404/h)
20240914-10:56:39 nb_generated 376 model 6 (finishes Sat 13:44 -- 340/h)
20240914-10:56:43 nb_generated 456 model 1 (finishes Sat 13:07 -- 409/h)
20240914-10:56:53 nb_generated 379 model 4 (finishes Sat 13:44 -- 341/h)
20240914-10:56:54 nb_generated 459 model 4 (finishes Sat 13:06 -- 411/h)
20240914-10:57:10 nb_generated 461 model 1 (finishes Sat 13:06 -- 411/h)
20240914-10:57:15 nb_generated 380 model 5 (finishes Sat 13:44 -- 340/h)
20240914-10:57:22 nb_generated 461 model 4 (finishes Sat 13:07 -- 410/h)
20240914-10:57:27 nb_generated 380 model 0 (finishes Sat 13:45 -- 339/h)
20240914-10:57:37 nb_generated 384 model 0 (finishes Sat 13:44 -- 340/h)
20240914-10:57:37 nb_generated 463 model 1 (finishes Sat 13:07 -- 410/h)
20240914-10:57:48 nb_generated 464 model 9 (finishes Sat 13:07 -- 410/h)
20240914-10:57:50 nb_generated 385 model 6 (finishes Sat 13:45 -- 340/h)
20240914-10:57:59 nb_generated 386 model 3 (finishes Sat 13:45 -- 339/h)
20240914-10:58:07 nb_generated 465 model 6 (finishes Sat 13:08 -- 408/h)
20240914-10:58:11 nb_generated 390 model 3 (finishes Sat 13:44 -- 341/h)
20240914-10:58:22 nb_generated 393 model 1 (finishes Sat 13:43 -- 342/h)
20240914-10:58:23 nb_generated 468 model 0 (finishes Sat 13:07 -- 410/h)
20240914-10:58:36 nb_generated 395 model 0 (finishes Sat 13:43 -- 342/h)
20240914-10:58:39 nb_generated 468 model 0 (finishes Sat 13:08 -- 408/h)
20240914-10:58:48 nb_generated 397 model 8 (finishes Sat 13:42 -- 343/h)
20240914-10:58:49 nb_generated 470 model 4 (finishes Sat 13:08 -- 407/h)
20240914-10:59:00 nb_generated 397 model 1 (finishes Sat 13:43 -- 342/h)
20240914-10:59:05 nb_generated 471 model 7 (finishes Sat 13:08 -- 407/h)
20240914-10:59:13 nb_generated 399 model 1 (finishes Sat 13:42 -- 343/h)
20240914-10:59:16 nb_generated 473 model 6 (finishes Sat 13:08 -- 407/h)
20240914-10:59:22 nb_generated 400 model 4 (finishes Sat 13:42 -- 343/h)
20240914-10:59:36 nb_generated 403 model 2 (finishes Sat 13:42 -- 344/h)
20240914-10:59:38 nb_generated 473 model 5 (finishes Sat 13:09 -- 405/h)
20240914-10:59:47 nb_generated 476 model 8 (finishes Sat 13:09 -- 406/h)
20240914-10:59:50 nb_generated 404 model 6 (finishes Sat 13:42 -- 344/h)
20240914-10:59:55 nb_generated 477 model 3 (finishes Sat 13:09 -- 406/h)
20240914-10:59:58 nb_generated 407 model 0 (finishes Sat 13:41 -- 346/h)
20240914-11:00:15 nb_generated 479 model 5 (finishes Sat 13:09 -- 406/h)
20240914-11:00:23 nb_generated 409 model 2 (finishes Sat 13:41 -- 344/h)
20240914-11:00:29 nb_generated 483 model 7 (finishes Sat 13:08 -- 408/h)
20240914-11:00:36 nb_generated 412 model 6 (finishes Sat 13:41 -- 345/h)
20240914-11:00:41 nb_generated 484 model 3 (finishes Sat 13:08 -- 407/h)
20240914-11:00:48 nb_generated 412 model 9 (finishes Sat 13:42 -- 344/h)
20240914-11:00:52 nb_generated 485 model 7 (finishes Sat 13:08 -- 406/h)
20240914-11:00:57 nb_generated 412 model 7 (finishes Sat 13:42 -- 343/h)
20240914-11:01:00 nb_generated 488 model 9 (finishes Sat 13:07 -- 409/h)
20240914-11:01:06 nb_generated 413 model 0 (finishes Sat 13:42 -- 343/h)
20240914-11:01:19 nb_generated 415 model 2 (finishes Sat 13:42 -- 343/h)
20240914-11:01:20 nb_generated 491 model 2 (finishes Sat 13:07 -- 408/h)
20240914-11:01:27 nb_generated 416 model 1 (finishes Sat 13:43 -- 342/h)
20240914-11:01:29 nb_generated 492 model 4 (finishes Sat 13:07 -- 408/h)
20240914-11:01:35 nb_generated 418 model 3 (finishes Sat 13:42 -- 344/h)
20240914-11:01:38 nb_generated 495 model 0 (finishes Sat 13:07 -- 409/h)
20240914-11:01:46 nb_generated 419 model 5 (finishes Sat 13:42 -- 343/h)
20240914-11:01:48 nb_generated 497 model 3 (finishes Sat 13:07 -- 410/h)
20240914-11:01:56 nb_generated 420 model 4 (finishes Sat 13:42 -- 343/h)
20240914-11:02:04 nb_generated 424 model 9 (finishes Sat 13:41 -- 345/h)
20240914-11:02:05 nb_generated 501 model 1 (finishes Sat 13:06 -- 412/h)
20240914-11:02:13 nb_generated 426 model 0 (finishes Sat 13:41 -- 346/h)
20240914-11:02:23 nb_generated 427 model 7 (finishes Sat 13:41 -- 346/h)
20240914-11:02:25 nb_generated 501 model 5 (finishes Sat 13:07 -- 410/h)
20240914-11:02:34 nb_generated 427 model 6 (finishes Sat 13:41 -- 345/h)
20240914-11:02:39 nb_generated 502 model 1 (finishes Sat 13:07 -- 409/h)
20240914-11:02:47 nb_generated 430 model 1 (finishes Sat 13:40 -- 347/h)
20240914-11:02:51 nb_generated 502 model 9 (finishes Sat 13:08 -- 408/h)
20240914-11:03:01 nb_generated 430 model 5 (finishes Sat 13:41 -- 345/h)
20240914-11:03:02 nb_generated 505 model 4 (finishes Sat 13:07 -- 410/h)
20240914-11:03:12 nb_generated 506 model 4 (finishes Sat 13:07 -- 409/h)
20240914-11:03:18 nb_generated 430 model 5 (finishes Sat 13:42 -- 344/h)
20240914-11:03:22 nb_generated 509 model 0 (finishes Sat 13:07 -- 411/h)
20240914-11:03:28 nb_generated 433 model 8 (finishes Sat 13:41 -- 346/h)
20240914-11:03:33 nb_generated 509 model 5 (finishes Sat 13:07 -- 409/h)
20240914-11:03:38 nb_generated 435 model 9 (finishes Sat 13:40 -- 347/h)
20240914-11:03:48 nb_generated 436 model 4 (finishes Sat 13:40 -- 347/h)
20240914-11:03:52 nb_generated 509 model 6 (finishes Sat 13:08 -- 407/h)
20240914-11:04:03 nb_generated 509 model 6 (finishes Sat 13:09 -- 406/h)
20240914-11:04:12 nb_generated 436 model 5 (finishes Sat 13:41 -- 345/h)
20240914-11:04:15 nb_generated 509 model 5 (finishes Sat 13:09 -- 404/h)
20240914-11:04:20 nb_generated 439 model 0 (finishes Sat 13:40 -- 347/h)
20240914-11:04:29 nb_generated 441 model 9 (finishes Sat 13:39 -- 348/h)
20240914-11:04:29 nb_generated 509 model 5 (finishes Sat 13:10 -- 403/h)
20240914-11:04:40 nb_generated 442 model 7 (finishes Sat 13:39 -- 348/h)
20240914-11:04:45 nb_generated 510 model 2 (finishes Sat 13:10 -- 402/h)
20240914-11:04:58 nb_generated 444 model 2 (finishes Sat 13:40 -- 347/h)
20240914-11:04:59 nb_generated 510 model 4 (finishes Sat 13:11 -- 401/h)
20240914-11:05:09 nb_generated 514 model 0 (finishes Sat 13:10 -- 403/h)
20240914-11:05:11 nb_generated 444 model 2 (finishes Sat 13:41 -- 346/h)
20240914-11:05:24 nb_generated 446 model 1 (finishes Sat 13:40 -- 347/h)
20240914-11:05:33 nb_generated 514 model 5 (finishes Sat 13:11 -- 401/h)
20240914-11:05:39 nb_generated 450 model 2 (finishes Sat 13:40 -- 347/h)
20240914-11:05:42 nb_generated 515 model 6 (finishes Sat 13:11 -- 400/h)
20240914-11:05:48 nb_generated 450 model 9 (finishes Sat 13:40 -- 346/h)
20240914-11:05:53 nb_generated 520 model 0 (finishes Sat 13:11 -- 402/h)
20240914-11:06:02 nb_generated 523 model 3 (finishes Sat 13:10 -- 403/h)
20240914-11:06:03 nb_generated 454 model 0 (finishes Sat 13:39 -- 349/h)
20240914-11:06:15 nb_generated 455 model 3 (finishes Sat 13:39 -- 349/h)
20240914-11:06:16 nb_generated 526 model 1 (finishes Sat 13:10 -- 404/h)
20240914-11:06:28 nb_generated 526 model 3 (finishes Sat 13:10 -- 403/h)
20240914-11:06:28 nb_generated 455 model 6 (finishes Sat 13:40 -- 347/h)
20240914-11:06:35 nb_generated 456 model 8 (finishes Sat 13:39 -- 348/h)
20240914-11:06:40 nb_generated 529 model 9 (finishes Sat 13:09 -- 404/h)
20240914-11:06:48 nb_generated 529 model 2 (finishes Sat 13:10 -- 403/h)
20240914-11:06:58 nb_generated 457 model 5 (finishes Sat 13:40 -- 346/h)
20240914-11:07:06 nb_generated 529 model 6 (finishes Sat 13:11 -- 401/h)
20240914-11:07:14 nb_generated 458 model 1 (finishes Sat 13:40 -- 346/h)
20240914-11:07:25 nb_generated 531 model 3 (finishes Sat 13:11 -- 400/h)
20240914-11:07:37 nb_generated 460 model 5 (finishes Sat 13:41 -- 346/h)
20240914-11:07:44 nb_generated 462 model 4 (finishes Sat 13:40 -- 347/h)
20240914-11:07:51 nb_generated 533 model 6 (finishes Sat 13:12 -- 400/h)
20240914-11:08:00 nb_generated 462 model 8 (finishes Sat 13:41 -- 346/h)
20240914-11:08:01 nb_generated 537 model 8 (finishes Sat 13:11 -- 401/h)
20240914-11:08:13 nb_generated 541 model 6 (finishes Sat 13:10 -- 402/h)
20240914-11:08:15 nb_generated 463 model 4 (finishes Sat 13:42 -- 344/h)
20240914-11:08:25 nb_generated 465 model 8 (finishes Sat 13:41 -- 345/h)
20240914-11:08:29 nb_generated 544 model 2 (finishes Sat 13:10 -- 402/h)
20240914-11:08:39 nb_generated 544 model 8 (finishes Sat 13:11 -- 401/h)
20240914-11:08:44 nb_generated 469 model 1 (finishes Sat 13:40 -- 346/h)
20240914-11:08:49 nb_generated 546 model 4 (finishes Sat 13:10 -- 402/h)
20240914-11:08:57 nb_generated 548 model 4 (finishes Sat 13:10 -- 403/h)
20240914-11:09:01 nb_generated 470 model 5 (finishes Sat 13:41 -- 345/h)
20240914-11:09:05 nb_generated 552 model 8 (finishes Sat 13:09 -- 406/h)
20240914-11:09:15 nb_generated 474 model 4 (finishes Sat 13:40 -- 347/h)
20240914-11:09:15 nb_generated 552 model 4 (finishes Sat 13:09 -- 405/h)
20240914-11:09:24 nb_generated 555 model 3 (finishes Sat 13:09 -- 406/h)
20240914-11:09:37 nb_generated 475 model 6 (finishes Sat 13:40 -- 346/h)
20240914-11:09:47 nb_generated 476 model 9 (finishes Sat 13:41 -- 345/h)
20240914-11:09:50 nb_generated 555 model 5 (finishes Sat 13:10 -- 403/h)
20240914-11:09:57 nb_generated 477 model 9 (finishes Sat 13:41 -- 345/h)
20240914-11:10:06 nb_generated 557 model 6 (finishes Sat 13:10 -- 402/h)
20240914-11:10:10 nb_generated 478 model 8 (finishes Sat 13:41 -- 345/h)
20240914-11:10:16 nb_generated 558 model 8 (finishes Sat 13:11 -- 401/h)
20240914-11:10:19 nb_generated 481 model 8 (finishes Sat 13:40 -- 347/h)
20240914-11:10:26 nb_generated 560 model 7 (finishes Sat 13:10 -- 402/h)
20240914-11:10:29 nb_generated 483 model 7 (finishes Sat 13:39 -- 348/h)
20240914-11:10:35 nb_generated 562 model 0 (finishes Sat 13:10 -- 402/h)
20240914-11:10:39 nb_generated 488 model 4 (finishes Sat 13:38 -- 351/h)
20240914-11:10:46 nb_generated 565 model 8 (finishes Sat 13:10 -- 402/h)
20240914-11:10:49 nb_generated 491 model 8 (finishes Sat 13:36 -- 353/h)
20240914-11:10:56 nb_generated 567 model 7 (finishes Sat 13:10 -- 403/h)
20240914-11:11:06 nb_generated 491 model 5 (finishes Sat 13:37 -- 351/h)
20240914-11:11:10 nb_generated 568 model 4 (finishes Sat 13:10 -- 402/h)
20240914-11:11:22 nb_generated 491 model 6 (finishes Sat 13:38 -- 350/h)
20240914-11:11:29 nb_generated 568 model 2 (finishes Sat 13:11 -- 400/h)
20240914-11:11:33 nb_generated 492 model 9 (finishes Sat 13:38 -- 350/h)
20240914-11:11:40 nb_generated 571 model 1 (finishes Sat 13:11 -- 401/h)
20240914-11:11:42 nb_generated 493 model 9 (finishes Sat 13:39 -- 349/h)
20240914-11:11:50 nb_generated 497 model 4 (finishes Sat 13:37 -- 352/h)
20240914-11:11:52 nb_generated 572 model 4 (finishes Sat 13:11 -- 401/h)
20240914-11:12:04 nb_generated 501 model 4 (finishes Sat 13:36 -- 354/h)
20240914-11:12:06 nb_generated 572 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:12:23 nb_generated 572 model 5 (finishes Sat 13:12 -- 398/h)
20240914-11:12:23 nb_generated 501 model 5 (finishes Sat 13:37 -- 352/h)
20240914-11:12:34 nb_generated 575 model 9 (finishes Sat 13:13 -- 397/h)
20240914-11:12:40 nb_generated 503 model 7 (finishes Sat 13:36 -- 353/h)
20240914-11:12:48 nb_generated 579 model 1 (finishes Sat 13:12 -- 399/h)
20240914-11:12:51 nb_generated 504 model 0 (finishes Sat 13:36 -- 353/h)
20240914-11:12:58 nb_generated 581 model 0 (finishes Sat 13:12 -- 399/h)
20240914-11:13:11 nb_generated 507 model 0 (finishes Sat 13:36 -- 354/h)
20240914-11:13:14 nb_generated 583 model 1 (finishes Sat 13:12 -- 400/h)
20240914-11:13:25 nb_generated 584 model 1 (finishes Sat 13:12 -- 399/h)
20240914-11:13:35 nb_generated 507 model 5 (finishes Sat 13:37 -- 351/h)
20240914-11:13:43 nb_generated 584 model 5 (finishes Sat 13:13 -- 397/h)
20240914-11:13:45 nb_generated 510 model 4 (finishes Sat 13:36 -- 353/h)
20240914-11:13:53 nb_generated 588 model 4 (finishes Sat 13:12 -- 398/h)
20240914-11:13:57 nb_generated 514 model 1 (finishes Sat 13:35 -- 355/h)
20240914-11:14:07 nb_generated 515 model 2 (finishes Sat 13:35 -- 355/h)
20240914-11:14:12 nb_generated 589 model 1 (finishes Sat 13:13 -- 397/h)
20240914-11:14:18 nb_generated 515 model 4 (finishes Sat 13:36 -- 354/h)
20240914-11:14:22 nb_generated 592 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:14:33 nb_generated 515 model 1 (finishes Sat 13:36 -- 353/h)
20240914-11:14:42 nb_generated 592 model 6 (finishes Sat 13:13 -- 397/h)
20240914-11:14:50 nb_generated 516 model 2 (finishes Sat 13:37 -- 352/h)
20240914-11:14:54 nb_generated 593 model 8 (finishes Sat 13:13 -- 396/h)
20240914-11:15:05 nb_generated 594 model 0 (finishes Sat 13:13 -- 396/h)
20240914-11:15:09 nb_generated 518 model 6 (finishes Sat 13:37 -- 351/h)
20240914-11:15:20 nb_generated 521 model 0 (finishes Sat 13:37 -- 352/h)
20240914-11:15:25 nb_generated 594 model 5 (finishes Sat 13:14 -- 394/h)
20240914-11:15:39 nb_generated 521 model 5 (finishes Sat 13:38 -- 351/h)
20240914-11:15:43 nb_generated 594 model 2 (finishes Sat 13:15 -- 392/h)
20240914-11:15:50 nb_generated 523 model 8 (finishes Sat 13:37 -- 351/h)
20240914-11:15:54 nb_generated 597 model 0 (finishes Sat 13:15 -- 392/h)
20240914-11:16:03 nb_generated 599 model 8 (finishes Sat 13:15 -- 393/h)
20240914-11:16:06 nb_generated 528 model 1 (finishes Sat 13:37 -- 352/h)
20240914-11:16:10 nb_generated 602 model 9 (finishes Sat 13:14 -- 395/h)
20240914-11:16:20 nb_generated 531 model 9 (finishes Sat 13:36 -- 353/h)
20240914-11:16:22 nb_generated 602 model 2 (finishes Sat 13:14 -- 394/h)
20240914-11:16:30 nb_generated 532 model 6 (finishes Sat 13:37 -- 352/h)
20240914-11:16:37 nb_generated 604 model 1 (finishes Sat 13:14 -- 394/h)
20240914-11:16:42 nb_generated 533 model 4 (finishes Sat 13:37 -- 352/h)
20240914-11:16:50 nb_generated 605 model 2 (finishes Sat 13:14 -- 394/h)
20240914-11:16:55 nb_generated 536 model 9 (finishes Sat 13:36 -- 353/h)
20240914-11:17:04 nb_generated 536 model 7 (finishes Sat 13:36 -- 353/h)
20240914-11:17:06 nb_generated 607 model 2 (finishes Sat 13:14 -- 394/h)
20240914-11:17:10 nb_generated 537 model 7 (finishes Sat 13:36 -- 353/h)
20240914-11:17:16 nb_generated 610 model 3 (finishes Sat 13:14 -- 395/h)
20240914-11:17:29 nb_generated 610 model 6 (finishes Sat 13:14 -- 394/h)
20240914-11:17:30 nb_generated 538 model 6 (finishes Sat 13:37 -- 352/h)
20240914-11:17:39 nb_generated 615 model 7 (finishes Sat 13:13 -- 396/h)
20240914-11:17:42 nb_generated 540 model 0 (finishes Sat 13:37 -- 352/h)
20240914-11:17:48 nb_generated 617 model 1 (finishes Sat 13:13 -- 397/h)
20240914-11:17:51 nb_generated 541 model 7 (finishes Sat 13:37 -- 352/h)
20240914-11:18:02 nb_generated 622 model 1 (finishes Sat 13:12 -- 399/h)
20240914-11:18:05 nb_generated 542 model 6 (finishes Sat 13:37 -- 352/h)
20240914-11:18:12 nb_generated 624 model 4 (finishes Sat 13:12 -- 399/h)
20240914-11:18:20 nb_generated 543 model 5 (finishes Sat 13:38 -- 351/h)
20240914-11:18:26 nb_generated 625 model 2 (finishes Sat 13:12 -- 399/h)
20240914-11:18:39 nb_generated 546 model 2 (finishes Sat 13:37 -- 351/h)
20240914-11:18:40 nb_generated 625 model 2 (finishes Sat 13:12 -- 398/h)
20240914-11:18:48 nb_generated 626 model 8 (finishes Sat 13:12 -- 398/h)
20240914-11:18:49 nb_generated 546 model 6 (finishes Sat 13:38 -- 350/h)
20240914-11:18:59 nb_generated 630 model 1 (finishes Sat 13:11 -- 400/h)
20240914-11:19:04 nb_generated 547 model 1 (finishes Sat 13:38 -- 350/h)
20240914-11:19:13 nb_generated 631 model 4 (finishes Sat 13:11 -- 400/h)
20240914-11:19:20 nb_generated 547 model 5 (finishes Sat 13:39 -- 348/h)
20240914-11:19:28 nb_generated 635 model 4 (finishes Sat 13:11 -- 400/h)
20240914-11:19:33 nb_generated 550 model 6 (finishes Sat 13:38 -- 350/h)
20240914-11:19:41 nb_generated 638 model 3 (finishes Sat 13:11 -- 400/h)
20240914-11:19:48 nb_generated 551 model 8 (finishes Sat 13:39 -- 349/h)
20240914-11:19:57 nb_generated 554 model 7 (finishes Sat 13:38 -- 350/h)
20240914-11:20:05 nb_generated 640 model 6 (finishes Sat 13:12 -- 399/h)
20240914-11:20:14 nb_generated 555 model 2 (finishes Sat 13:39 -- 348/h)
20240914-11:20:23 nb_generated 558 model 8 (finishes Sat 13:39 -- 349/h)
20240914-11:20:25 nb_generated 640 model 5 (finishes Sat 13:13 -- 397/h)
20240914-11:20:32 nb_generated 559 model 7 (finishes Sat 13:38 -- 349/h)
20240914-11:20:32 nb_generated 641 model 3 (finishes Sat 13:13 -- 397/h)
20240914-11:20:40 nb_generated 563 model 3 (finishes Sat 13:37 -- 351/h)
20240914-11:20:47 nb_generated 645 model 0 (finishes Sat 13:12 -- 398/h)
20240914-11:20:57 nb_generated 565 model 7 (finishes Sat 13:38 -- 351/h)
20240914-11:20:59 nb_generated 647 model 1 (finishes Sat 13:12 -- 399/h)
20240914-11:21:07 nb_generated 568 model 4 (finishes Sat 13:37 -- 352/h)
20240914-11:21:24 nb_generated 647 model 5 (finishes Sat 13:13 -- 397/h)
20240914-11:21:25 nb_generated 569 model 2 (finishes Sat 13:37 -- 351/h)
20240914-11:21:32 nb_generated 650 model 7 (finishes Sat 13:12 -- 398/h)
20240914-11:21:40 nb_generated 571 model 1 (finishes Sat 13:37 -- 352/h)
20240914-11:21:41 nb_generated 652 model 9 (finishes Sat 13:12 -- 398/h)
20240914-11:21:51 nb_generated 652 model 8 (finishes Sat 13:13 -- 397/h)
20240914-11:21:53 nb_generated 573 model 6 (finishes Sat 13:37 -- 352/h)
20240914-11:22:04 nb_generated 655 model 7 (finishes Sat 13:12 -- 398/h)
20240914-11:22:05 nb_generated 573 model 5 (finishes Sat 13:37 -- 352/h)
20240914-11:22:12 nb_generated 575 model 3 (finishes Sat 13:36 -- 353/h)
20240914-11:22:14 nb_generated 655 model 9 (finishes Sat 13:13 -- 397/h)
20240914-11:22:25 nb_generated 659 model 3 (finishes Sat 13:12 -- 399/h)
20240914-11:22:26 nb_generated 575 model 2 (finishes Sat 13:37 -- 352/h)
20240914-11:22:35 nb_generated 660 model 0 (finishes Sat 13:12 -- 399/h)
20240914-11:22:38 nb_generated 577 model 1 (finishes Sat 13:37 -- 352/h)
20240914-11:22:49 nb_generated 665 model 0 (finishes Sat 13:11 -- 400/h)
20240914-11:22:54 nb_generated 579 model 2 (finishes Sat 13:36 -- 353/h)
20240914-11:23:04 nb_generated 667 model 8 (finishes Sat 13:11 -- 400/h)
20240914-11:23:07 nb_generated 584 model 0 (finishes Sat 13:36 -- 354/h)
20240914-11:23:15 nb_generated 669 model 9 (finishes Sat 13:11 -- 400/h)
20240914-11:23:18 nb_generated 587 model 3 (finishes Sat 13:35 -- 355/h)
20240914-11:23:28 nb_generated 670 model 6 (finishes Sat 13:12 -- 399/h)
20240914-11:23:32 nb_generated 590 model 2 (finishes Sat 13:35 -- 355/h)
20240914-11:23:40 nb_generated 592 model 7 (finishes Sat 13:34 -- 356/h)
20240914-11:23:40 nb_generated 671 model 3 (finishes Sat 13:12 -- 398/h)
20240914-11:23:53 nb_generated 597 model 3 (finishes Sat 13:33 -- 358/h)
20240914-11:23:55 nb_generated 672 model 9 (finishes Sat 13:12 -- 398/h)
20240914-11:24:10 nb_generated 599 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:24:13 nb_generated 672 model 5 (finishes Sat 13:13 -- 396/h)
20240914-11:24:22 nb_generated 675 model 8 (finishes Sat 13:12 -- 398/h)
20240914-11:24:24 nb_generated 599 model 3 (finishes Sat 13:34 -- 357/h)
20240914-11:24:33 nb_generated 676 model 1 (finishes Sat 13:13 -- 397/h)
20240914-11:24:38 nb_generated 599 model 6 (finishes Sat 13:34 -- 356/h)
20240914-11:24:47 nb_generated 682 model 9 (finishes Sat 13:12 -- 400/h)
20240914-11:24:50 nb_generated 601 model 7 (finishes Sat 13:34 -- 356/h)
20240914-11:24:59 nb_generated 682 model 2 (finishes Sat 13:12 -- 399/h)
20240914-11:25:01 nb_generated 603 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:25:12 nb_generated 684 model 4 (finishes Sat 13:12 -- 399/h)
20240914-11:25:15 nb_generated 606 model 1 (finishes Sat 13:34 -- 357/h)
20240914-11:25:22 nb_generated 609 model 9 (finishes Sat 13:33 -- 359/h)
20240914-11:25:26 nb_generated 684 model 8 (finishes Sat 13:12 -- 398/h)
20240914-11:25:32 nb_generated 613 model 8 (finishes Sat 13:32 -- 360/h)
20240914-11:25:38 nb_generated 686 model 2 (finishes Sat 13:12 -- 398/h)
20240914-11:25:46 nb_generated 687 model 4 (finishes Sat 13:12 -- 398/h)
20240914-11:25:49 nb_generated 613 model 1 (finishes Sat 13:33 -- 359/h)
20240914-11:26:01 nb_generated 691 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:26:05 nb_generated 613 model 8 (finishes Sat 13:33 -- 358/h)
20240914-11:26:13 nb_generated 691 model 8 (finishes Sat 13:12 -- 398/h)
20240914-11:26:20 nb_generated 613 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:26:33 nb_generated 613 model 5 (finishes Sat 13:35 -- 356/h)
20240914-11:26:38 nb_generated 692 model 5 (finishes Sat 13:13 -- 396/h)
20240914-11:26:48 nb_generated 616 model 8 (finishes Sat 13:34 -- 356/h)
20240914-11:26:54 nb_generated 694 model 2 (finishes Sat 13:13 -- 397/h)
20240914-11:27:09 nb_generated 618 model 1 (finishes Sat 13:34 -- 356/h)
20240914-11:27:17 nb_generated 694 model 5 (finishes Sat 13:14 -- 395/h)
20240914-11:27:20 nb_generated 618 model 3 (finishes Sat 13:35 -- 355/h)
20240914-11:27:28 nb_generated 695 model 7 (finishes Sat 13:14 -- 395/h)
20240914-11:27:34 nb_generated 620 model 8 (finishes Sat 13:35 -- 356/h)
20240914-11:27:39 nb_generated 699 model 0 (finishes Sat 13:13 -- 396/h)
20240914-11:27:57 nb_generated 700 model 1 (finishes Sat 13:14 -- 394/h)
20240914-11:28:00 nb_generated 621 model 8 (finishes Sat 13:36 -- 354/h)
20240914-11:28:07 nb_generated 704 model 1 (finishes Sat 13:14 -- 395/h)
20240914-11:28:14 nb_generated 705 model 0 (finishes Sat 13:14 -- 395/h)
20240914-11:28:15 nb_generated 623 model 6 (finishes Sat 13:35 -- 354/h)
20240914-11:28:26 nb_generated 707 model 9 (finishes Sat 13:14 -- 395/h)
20240914-11:28:30 nb_generated 624 model 0 (finishes Sat 13:36 -- 354/h)
20240914-11:28:40 nb_generated 711 model 1 (finishes Sat 13:14 -- 395/h)
20240914-11:28:42 nb_generated 628 model 0 (finishes Sat 13:35 -- 355/h)
20240914-11:28:50 nb_generated 714 model 0 (finishes Sat 13:13 -- 396/h)
20240914-11:28:54 nb_generated 629 model 4 (finishes Sat 13:35 -- 355/h)
20240914-11:29:06 nb_generated 630 model 2 (finishes Sat 13:35 -- 355/h)
20240914-11:29:06 nb_generated 715 model 5 (finishes Sat 13:13 -- 395/h)
20240914-11:29:14 nb_generated 632 model 7 (finishes Sat 13:35 -- 356/h)
20240914-11:29:24 nb_generated 717 model 2 (finishes Sat 13:14 -- 395/h)
20240914-11:29:33 nb_generated 721 model 0 (finishes Sat 13:13 -- 397/h)
20240914-11:29:39 nb_generated 633 model 5 (finishes Sat 13:35 -- 355/h)
20240914-11:29:47 nb_generated 723 model 1 (finishes Sat 13:13 -- 397/h)
20240914-11:29:50 nb_generated 633 model 9 (finishes Sat 13:36 -- 354/h)
20240914-11:29:58 nb_generated 724 model 8 (finishes Sat 13:13 -- 397/h)
20240914-11:30:03 nb_generated 637 model 3 (finishes Sat 13:34 -- 356/h)
20240914-11:30:06 nb_generated 725 model 3 (finishes Sat 13:13 -- 397/h)
20240914-11:30:17 nb_generated 727 model 6 (finishes Sat 13:13 -- 396/h)
20240914-11:30:23 nb_generated 639 model 6 (finishes Sat 13:35 -- 355/h)
20240914-11:30:31 nb_generated 730 model 2 (finishes Sat 13:13 -- 397/h)
20240914-11:30:45 nb_generated 732 model 1 (finishes Sat 13:12 -- 398/h)
20240914-11:30:45 nb_generated 640 model 6 (finishes Sat 13:36 -- 354/h)
20240914-11:30:53 nb_generated 735 model 3 (finishes Sat 13:12 -- 399/h)
20240914-11:31:06 nb_generated 738 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:31:07 nb_generated 641 model 6 (finishes Sat 13:36 -- 353/h)
20240914-11:31:16 nb_generated 642 model 9 (finishes Sat 13:36 -- 353/h)
20240914-11:31:20 nb_generated 739 model 2 (finishes Sat 13:12 -- 399/h)
20240914-11:31:27 nb_generated 646 model 0 (finishes Sat 13:36 -- 354/h)
20240914-11:31:38 nb_generated 740 model 2 (finishes Sat 13:12 -- 398/h)
20240914-11:31:39 nb_generated 647 model 4 (finishes Sat 13:36 -- 354/h)
20240914-11:31:48 nb_generated 650 model 3 (finishes Sat 13:35 -- 354/h)
20240914-11:31:50 nb_generated 743 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:31:58 nb_generated 654 model 8 (finishes Sat 13:35 -- 356/h)
20240914-11:32:07 nb_generated 655 model 9 (finishes Sat 13:35 -- 356/h)
20240914-11:32:10 nb_generated 743 model 5 (finishes Sat 13:13 -- 397/h)
20240914-11:32:16 nb_generated 655 model 7 (finishes Sat 13:35 -- 355/h)
20240914-11:32:20 nb_generated 743 model 0 (finishes Sat 13:13 -- 397/h)
20240914-11:32:26 nb_generated 660 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:32:34 nb_generated 661 model 4 (finishes Sat 13:33 -- 358/h)
20240914-11:32:40 nb_generated 743 model 5 (finishes Sat 13:14 -- 395/h)
20240914-11:32:51 nb_generated 745 model 9 (finishes Sat 13:13 -- 396/h)
20240914-11:32:51 nb_generated 662 model 5 (finishes Sat 13:34 -- 358/h)
20240914-11:33:01 nb_generated 748 model 6 (finishes Sat 13:13 -- 397/h)
20240914-11:33:02 nb_generated 665 model 0 (finishes Sat 13:33 -- 359/h)
20240914-11:33:12 nb_generated 749 model 9 (finishes Sat 13:13 -- 397/h)
20240914-11:33:16 nb_generated 666 model 4 (finishes Sat 13:33 -- 359/h)
20240914-11:33:25 nb_generated 753 model 3 (finishes Sat 13:12 -- 398/h)
20240914-11:33:33 nb_generated 667 model 6 (finishes Sat 13:33 -- 358/h)
20240914-11:33:35 nb_generated 754 model 7 (finishes Sat 13:12 -- 398/h)
20240914-11:33:45 nb_generated 756 model 8 (finishes Sat 13:12 -- 398/h)
20240914-11:33:49 nb_generated 667 model 6 (finishes Sat 13:34 -- 357/h)
20240914-11:33:54 nb_generated 758 model 7 (finishes Sat 13:12 -- 398/h)
20240914-11:34:08 nb_generated 667 model 6 (finishes Sat 13:35 -- 356/h)
20240914-11:34:08 nb_generated 760 model 3 (finishes Sat 13:12 -- 399/h)
20240914-11:34:18 nb_generated 667 model 7 (finishes Sat 13:35 -- 355/h)
20240914-11:34:21 nb_generated 760 model 7 (finishes Sat 13:12 -- 398/h)
20240914-11:34:36 nb_generated 668 model 1 (finishes Sat 13:35 -- 355/h)
20240914-11:34:42 nb_generated 762 model 5 (finishes Sat 13:13 -- 397/h)
20240914-11:34:48 nb_generated 671 model 3 (finishes Sat 13:35 -- 356/h)
20240914-11:34:52 nb_generated 763 model 1 (finishes Sat 13:13 -- 397/h)
20240914-11:35:03 nb_generated 764 model 0 (finishes Sat 13:13 -- 397/h)
20240914-11:35:11 nb_generated 770 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:35:11 nb_generated 671 model 5 (finishes Sat 13:35 -- 354/h)
20240914-11:35:21 nb_generated 671 model 7 (finishes Sat 13:36 -- 354/h)
20240914-11:35:28 nb_generated 772 model 2 (finishes Sat 13:12 -- 398/h)
20240914-11:35:32 nb_generated 672 model 1 (finishes Sat 13:36 -- 354/h)
20240914-11:35:39 nb_generated 772 model 7 (finishes Sat 13:13 -- 397/h)
20240914-11:35:40 nb_generated 675 model 9 (finishes Sat 13:35 -- 354/h)
20240914-11:35:55 nb_generated 774 model 0 (finishes Sat 13:13 -- 397/h)
20240914-11:35:55 nb_generated 677 model 2 (finishes Sat 13:36 -- 354/h)
20240914-11:36:06 nb_generated 777 model 0 (finishes Sat 13:13 -- 397/h)
20240914-11:36:07 nb_generated 679 model 1 (finishes Sat 13:35 -- 355/h)
20240914-11:36:15 nb_generated 778 model 7 (finishes Sat 13:13 -- 397/h)
20240914-11:36:18 nb_generated 681 model 7 (finishes Sat 13:35 -- 355/h)
20240914-11:36:30 nb_generated 779 model 2 (finishes Sat 13:13 -- 397/h)
20240914-11:36:30 nb_generated 683 model 4 (finishes Sat 13:35 -- 356/h)
20240914-11:36:43 nb_generated 782 model 1 (finishes Sat 13:12 -- 398/h)
20240914-11:36:47 nb_generated 683 model 2 (finishes Sat 13:35 -- 355/h)
20240914-11:36:56 nb_generated 782 model 6 (finishes Sat 13:13 -- 397/h)
20240914-11:36:59 nb_generated 685 model 9 (finishes Sat 13:35 -- 355/h)
20240914-11:37:15 nb_generated 782 model 6 (finishes Sat 13:13 -- 396/h)
20240914-11:37:18 nb_generated 685 model 5 (finishes Sat 13:36 -- 353/h)
20240914-11:37:26 nb_generated 784 model 3 (finishes Sat 13:13 -- 396/h)
20240914-11:37:26 nb_generated 686 model 3 (finishes Sat 13:36 -- 353/h)
20240914-11:37:34 nb_generated 791 model 0 (finishes Sat 13:12 -- 399/h)
20240914-11:37:46 nb_generated 794 model 8 (finishes Sat 13:11 -- 400/h)
20240914-11:37:47 nb_generated 687 model 2 (finishes Sat 13:36 -- 353/h)
20240914-11:37:55 nb_generated 796 model 0 (finishes Sat 13:11 -- 400/h)
20240914-11:37:56 nb_generated 688 model 4 (finishes Sat 13:36 -- 353/h)
20240914-11:38:07 nb_generated 796 model 8 (finishes Sat 13:12 -- 399/h)
20240914-11:38:13 nb_generated 688 model 6 (finishes Sat 13:37 -- 352/h)
20240914-11:38:15 nb_generated 799 model 0 (finishes Sat 13:11 -- 400/h)
20240914-11:38:24 nb_generated 689 model 0 (finishes Sat 13:37 -- 352/h)
20240914-11:38:25 nb_generated 802 model 7 (finishes Sat 13:11 -- 400/h)
20240914-11:38:32 nb_generated 695 model 9 (finishes Sat 13:36 -- 354/h)
20240914-11:38:35 nb_generated 804 model 8 (finishes Sat 13:11 -- 400/h)
20240914-11:38:44 nb_generated 699 model 2 (finishes Sat 13:35 -- 355/h)
20240914-11:38:52 nb_generated 804 model 6 (finishes Sat 13:12 -- 399/h)
20240914-11:38:55 nb_generated 702 model 2 (finishes Sat 13:35 -- 356/h)
20240914-11:39:08 nb_generated 804 model 4 (finishes Sat 13:12 -- 398/h)
20240914-11:39:09 nb_generated 702 model 5 (finishes Sat 13:35 -- 355/h)
20240914-11:39:21 nb_generated 805 model 2 (finishes Sat 13:12 -- 398/h)
20240914-11:39:25 nb_generated 702 model 5 (finishes Sat 13:36 -- 354/h)
20240914-11:39:33 nb_generated 808 model 1 (finishes Sat 13:12 -- 398/h)
20240914-11:39:36 nb_generated 705 model 8 (finishes Sat 13:35 -- 355/h)
20240914-11:39:41 nb_generated 811 model 4 (finishes Sat 13:12 -- 399/h)
20240914-11:39:45 nb_generated 708 model 0 (finishes Sat 13:34 -- 356/h)
20240914-11:39:56 nb_generated 814 model 8 (finishes Sat 13:12 -- 400/h)
20240914-11:39:58 nb_generated 709 model 5 (finishes Sat 13:34 -- 356/h)
20240914-11:40:08 nb_generated 817 model 7 (finishes Sat 13:11 -- 401/h)
20240914-11:40:13 nb_generated 710 model 8 (finishes Sat 13:35 -- 355/h)
20240914-11:40:17 nb_generated 818 model 7 (finishes Sat 13:11 -- 401/h)
20240914-11:40:25 nb_generated 712 model 7 (finishes Sat 13:35 -- 356/h)
20240914-11:40:27 nb_generated 821 model 4 (finishes Sat 13:11 -- 401/h)
20240914-11:40:36 nb_generated 824 model 7 (finishes Sat 13:11 -- 402/h)
20240914-11:40:38 nb_generated 715 model 1 (finishes Sat 13:34 -- 357/h)
20240914-11:40:45 nb_generated 824 model 4 (finishes Sat 13:11 -- 401/h)
20240914-11:40:53 nb_generated 828 model 3 (finishes Sat 13:10 -- 402/h)
20240914-11:40:53 nb_generated 716 model 1 (finishes Sat 13:34 -- 356/h)
20240914-11:41:06 nb_generated 830 model 8 (finishes Sat 13:10 -- 403/h)
20240914-11:41:06 nb_generated 720 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:41:16 nb_generated 833 model 1 (finishes Sat 13:10 -- 403/h)
20240914-11:41:24 nb_generated 720 model 5 (finishes Sat 13:34 -- 356/h)
20240914-11:41:26 nb_generated 834 model 7 (finishes Sat 13:10 -- 403/h)
20240914-11:41:35 nb_generated 838 model 4 (finishes Sat 13:09 -- 404/h)
20240914-11:41:43 nb_generated 722 model 2 (finishes Sat 13:34 -- 356/h)
20240914-11:41:44 nb_generated 839 model 4 (finishes Sat 13:09 -- 405/h)
20240914-11:41:54 nb_generated 840 model 0 (finishes Sat 13:09 -- 404/h)
20240914-11:42:01 nb_generated 722 model 6 (finishes Sat 13:35 -- 355/h)
20240914-11:42:05 nb_generated 841 model 8 (finishes Sat 13:09 -- 404/h)
20240914-11:42:11 nb_generated 725 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:42:22 nb_generated 846 model 0 (finishes Sat 13:09 -- 406/h)
20240914-11:42:22 nb_generated 728 model 5 (finishes Sat 13:34 -- 357/h)
20240914-11:42:32 nb_generated 850 model 4 (finishes Sat 13:08 -- 407/h)
20240914-11:42:35 nb_generated 729 model 2 (finishes Sat 13:34 -- 357/h)
20240914-11:42:41 nb_generated 852 model 9 (finishes Sat 13:08 -- 407/h)
20240914-11:42:45 nb_generated 732 model 1 (finishes Sat 13:33 -- 358/h)
20240914-11:42:50 nb_generated 853 model 1 (finishes Sat 13:08 -- 407/h)
20240914-11:42:57 nb_generated 859 model 3 (finishes Sat 13:07 -- 410/h)
20240914-11:42:59 nb_generated 734 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:43:12 nb_generated 861 model 4 (finishes Sat 13:07 -- 410/h)
20240914-11:43:12 nb_generated 737 model 9 (finishes Sat 13:33 -- 359/h)
20240914-11:43:21 nb_generated 739 model 9 (finishes Sat 13:32 -- 360/h)
20240914-11:43:22 nb_generated 863 model 0 (finishes Sat 13:07 -- 410/h)
20240914-11:43:31 nb_generated 741 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:43:32 nb_generated 864 model 6 (finishes Sat 13:07 -- 410/h)
20240914-11:43:44 nb_generated 867 model 8 (finishes Sat 13:07 -- 410/h)
20240914-11:43:46 nb_generated 743 model 2 (finishes Sat 13:32 -- 360/h)
20240914-11:43:53 nb_generated 871 model 9 (finishes Sat 13:06 -- 411/h)
20240914-11:44:06 nb_generated 744 model 2 (finishes Sat 13:32 -- 359/h)
20240914-11:44:08 nb_generated 872 model 6 (finishes Sat 13:07 -- 410/h)
20240914-11:44:14 nb_generated 744 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:44:21 nb_generated 874 model 3 (finishes Sat 13:07 -- 410/h)
20240914-11:44:22 nb_generated 744 model 7 (finishes Sat 13:33 -- 358/h)
20240914-11:44:38 nb_generated 877 model 6 (finishes Sat 13:07 -- 410/h)
20240914-11:44:45 nb_generated 745 model 5 (finishes Sat 13:34 -- 358/h)
20240914-11:44:50 nb_generated 879 model 2 (finishes Sat 13:07 -- 410/h)
20240914-11:44:58 nb_generated 745 model 5 (finishes Sat 13:34 -- 357/h)
20240914-11:45:07 nb_generated 879 model 8 (finishes Sat 13:07 -- 409/h)
20240914-11:45:08 nb_generated 746 model 1 (finishes Sat 13:34 -- 357/h)
20240914-11:45:25 nb_generated 749 model 8 (finishes Sat 13:34 -- 358/h)
20240914-11:45:27 nb_generated 879 model 2 (finishes Sat 13:08 -- 408/h)
20240914-11:45:37 nb_generated 751 model 3 (finishes Sat 13:34 -- 357/h)
20240914-11:45:38 nb_generated 883 model 4 (finishes Sat 13:07 -- 410/h)
20240914-11:45:50 nb_generated 753 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:45:52 nb_generated 885 model 7 (finishes Sat 13:07 -- 409/h)
20240914-11:45:58 nb_generated 754 model 7 (finishes Sat 13:33 -- 358/h)
20240914-11:46:03 nb_generated 886 model 4 (finishes Sat 13:07 -- 409/h)
20240914-11:46:09 nb_generated 756 model 7 (finishes Sat 13:33 -- 359/h)
20240914-11:46:16 nb_generated 888 model 7 (finishes Sat 13:07 -- 409/h)
20240914-11:46:21 nb_generated 759 model 1 (finishes Sat 13:32 -- 360/h)
20240914-11:46:24 nb_generated 892 model 8 (finishes Sat 13:06 -- 411/h)
20240914-11:46:31 nb_generated 762 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:46:35 nb_generated 894 model 2 (finishes Sat 13:06 -- 411/h)
20240914-11:46:43 nb_generated 764 model 7 (finishes Sat 13:32 -- 360/h)
20240914-11:46:55 nb_generated 764 model 7 (finishes Sat 13:32 -- 359/h)
20240914-11:46:57 nb_generated 894 model 5 (finishes Sat 13:07 -- 410/h)
20240914-11:47:08 nb_generated 895 model 8 (finishes Sat 13:07 -- 409/h)
20240914-11:47:16 nb_generated 765 model 5 (finishes Sat 13:33 -- 359/h)
20240914-11:47:22 nb_generated 767 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:47:24 nb_generated 897 model 5 (finishes Sat 13:07 -- 409/h)
20240914-11:47:33 nb_generated 901 model 3 (finishes Sat 13:06 -- 411/h)
20240914-11:47:41 nb_generated 768 model 6 (finishes Sat 13:33 -- 359/h)
20240914-11:47:44 nb_generated 904 model 3 (finishes Sat 13:06 -- 411/h)
20240914-11:47:51 nb_generated 769 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:47:56 nb_generated 906 model 4 (finishes Sat 13:06 -- 411/h)
20240914-11:48:04 nb_generated 770 model 0 (finishes Sat 13:33 -- 359/h)
20240914-11:48:09 nb_generated 907 model 6 (finishes Sat 13:06 -- 411/h)
20240914-11:48:15 nb_generated 772 model 9 (finishes Sat 13:32 -- 359/h)
20240914-11:48:23 nb_generated 909 model 1 (finishes Sat 13:06 -- 411/h)
20240914-11:48:32 nb_generated 772 model 6 (finishes Sat 13:33 -- 358/h)
20240914-11:48:35 nb_generated 913 model 9 (finishes Sat 13:06 -- 412/h)
20240914-11:48:46 nb_generated 916 model 9 (finishes Sat 13:05 -- 413/h)
20240914-11:48:47 nb_generated 774 model 2 (finishes Sat 13:33 -- 359/h)
20240914-11:48:54 nb_generated 918 model 7 (finishes Sat 13:05 -- 413/h)
20240914-11:49:05 nb_generated 920 model 4 (finishes Sat 13:05 -- 413/h)
20240914-11:49:05 nb_generated 774 model 5 (finishes Sat 13:33 -- 358/h)
20240914-11:49:17 nb_generated 778 model 8 (finishes Sat 13:33 -- 359/h)
20240914-11:49:20 nb_generated 920 model 5 (finishes Sat 13:06 -- 412/h)
20240914-11:49:27 nb_generated 780 model 4 (finishes Sat 13:33 -- 359/h)
20240914-11:49:35 nb_generated 923 model 2 (finishes Sat 13:05 -- 413/h)
20240914-11:49:44 nb_generated 780 model 6 (finishes Sat 13:33 -- 358/h)
20240914-11:49:50 nb_generated 925 model 2 (finishes Sat 13:06 -- 413/h)
20240914-11:49:55 nb_generated 781 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:50:03 nb_generated 927 model 4 (finishes Sat 13:05 -- 413/h)
20240914-11:50:14 nb_generated 782 model 2 (finishes Sat 13:34 -- 357/h)
20240914-11:50:23 nb_generated 782 model 3 (finishes Sat 13:34 -- 356/h)
20240914-11:50:30 nb_generated 785 model 7 (finishes Sat 13:34 -- 357/h)
20240914-11:50:33 nb_generated 928 model 5 (finishes Sat 13:06 -- 412/h)
20240914-11:50:44 nb_generated 786 model 5 (finishes Sat 13:34 -- 357/h)
20240914-11:50:45 nb_generated 932 model 1 (finishes Sat 13:05 -- 413/h)
20240914-11:50:54 nb_generated 787 model 6 (finishes Sat 13:34 -- 357/h)
20240914-11:50:55 nb_generated 932 model 9 (finishes Sat 13:06 -- 412/h)
20240914-11:51:02 nb_generated 933 model 3 (finishes Sat 13:06 -- 412/h)
20240914-11:51:11 nb_generated 787 model 5 (finishes Sat 13:35 -- 356/h)
20240914-11:51:21 nb_generated 934 model 8 (finishes Sat 13:06 -- 411/h)
20240914-11:51:25 nb_generated 788 model 1 (finishes Sat 13:35 -- 355/h)
20240914-11:51:31 nb_generated 935 model 1 (finishes Sat 13:06 -- 411/h)
20240914-11:51:35 nb_generated 792 model 9 (finishes Sat 13:34 -- 357/h)
20240914-11:51:45 nb_generated 797 model 1 (finishes Sat 13:33 -- 359/h)
20240914-11:51:46 nb_generated 935 model 6 (finishes Sat 13:07 -- 410/h)
20240914-11:51:52 nb_generated 801 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:52:00 nb_generated 937 model 9 (finishes Sat 13:07 -- 410/h)
20240914-11:52:04 nb_generated 803 model 4 (finishes Sat 13:32 -- 360/h)
20240914-11:52:09 nb_generated 939 model 4 (finishes Sat 13:07 -- 410/h)
20240914-11:52:10 nb_generated 806 model 0 (finishes Sat 13:32 -- 361/h)
20240914-11:52:21 nb_generated 941 model 1 (finishes Sat 13:07 -- 410/h)
20240914-11:52:35 nb_generated 808 model 2 (finishes Sat 13:32 -- 360/h)
20240914-11:52:40 nb_generated 942 model 6 (finishes Sat 13:07 -- 410/h)
20240914-11:52:44 nb_generated 809 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:52:49 nb_generated 944 model 9 (finishes Sat 13:07 -- 410/h)
20240914-11:52:57 nb_generated 946 model 9 (finishes Sat 13:07 -- 410/h)
20240914-11:52:57 nb_generated 811 model 9 (finishes Sat 13:32 -- 360/h)
20240914-11:53:10 nb_generated 947 model 1 (finishes Sat 13:07 -- 410/h)
20240914-11:53:12 nb_generated 812 model 2 (finishes Sat 13:32 -- 360/h)
20240914-11:53:22 nb_generated 812 model 3 (finishes Sat 13:32 -- 360/h)
20240914-11:53:28 nb_generated 950 model 1 (finishes Sat 13:07 -- 410/h)
20240914-11:53:43 nb_generated 952 model 4 (finishes Sat 13:07 -- 410/h)
20240914-11:53:44 nb_generated 814 model 2 (finishes Sat 13:32 -- 359/h)
20240914-11:53:58 nb_generated 815 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:54:01 nb_generated 952 model 6 (finishes Sat 13:07 -- 409/h)
20240914-11:54:12 nb_generated 953 model 4 (finishes Sat 13:07 -- 409/h)
20240914-11:54:14 nb_generated 819 model 2 (finishes Sat 13:32 -- 360/h)
20240914-11:54:22 nb_generated 955 model 9 (finishes Sat 13:07 -- 409/h)
20240914-11:54:22 nb_generated 820 model 7 (finishes Sat 13:32 -- 360/h)
20240914-11:54:36 nb_generated 956 model 0 (finishes Sat 13:07 -- 409/h)
20240914-11:54:37 nb_generated 822 model 4 (finishes Sat 13:32 -- 360/h)
20240914-11:54:47 nb_generated 958 model 3 (finishes Sat 13:07 -- 409/h)
20240914-11:54:59 nb_generated 823 model 2 (finishes Sat 13:33 -- 359/h)
20240914-11:55:00 nb_generated 959 model 9 (finishes Sat 13:07 -- 409/h)
20240914-11:55:24 nb_generated 823 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:55:27 nb_generated 962 model 5 (finishes Sat 13:07 -- 408/h)
20240914-11:55:35 nb_generated 823 model 7 (finishes Sat 13:34 -- 357/h)
20240914-11:55:38 nb_generated 964 model 6 (finishes Sat 13:07 -- 409/h)
20240914-11:55:53 nb_generated 966 model 0 (finishes Sat 13:07 -- 409/h)
20240914-11:55:54 nb_generated 824 model 2 (finishes Sat 13:34 -- 357/h)
20240914-11:56:02 nb_generated 826 model 4 (finishes Sat 13:34 -- 357/h)
20240914-11:56:05 nb_generated 968 model 3 (finishes Sat 13:08 -- 408/h)
20240914-11:56:11 nb_generated 969 model 9 (finishes Sat 13:08 -- 407/h)
20240914-11:56:18 nb_generated 830 model 0 (finishes Sat 13:33 -- 358/h)
20240914-11:56:26 nb_generated 833 model 8 (finishes Sat 13:33 -- 358/h)
20240914-11:56:35 nb_generated 835 model 0 (finishes Sat 13:33 -- 359/h)
20240914-11:56:35 nb_generated 969 model 5 (finishes Sat 13:09 -- 406/h)
20240914-11:56:44 nb_generated 836 model 6 (finishes Sat 13:33 -- 359/h)
20240914-11:56:48 nb_generated 971 model 5 (finishes Sat 13:08 -- 406/h)
20240914-11:56:54 nb_generated 838 model 4 (finishes Sat 13:32 -- 359/h)
20240914-11:57:04 nb_generated 972 model 5 (finishes Sat 13:09 -- 406/h)
20240914-11:57:07 nb_generated 840 model 2 (finishes Sat 13:33 -- 359/h)
20240914-11:57:12 nb_generated 972 model 7 (finishes Sat 13:09 -- 405/h)
20240914-11:57:17 nb_generated 842 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:57:25 nb_generated 843 model 4 (finishes Sat 13:33 -- 359/h)
20240914-11:57:35 nb_generated 845 model 8 (finishes Sat 13:33 -- 359/h)
20240914-11:57:39 nb_generated 972 model 6 (finishes Sat 13:10 -- 404/h)
20240914-11:57:45 nb_generated 847 model 9 (finishes Sat 13:32 -- 359/h)
20240914-11:57:47 nb_generated 973 model 7 (finishes Sat 13:10 -- 404/h)
20240914-11:58:02 nb_generated 847 model 2 (finishes Sat 13:33 -- 358/h)
20240914-11:58:03 nb_generated 974 model 8 (finishes Sat 13:10 -- 403/h)
20240914-11:58:10 nb_generated 848 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:58:16 nb_generated 974 model 7 (finishes Sat 13:10 -- 403/h)
20240914-11:58:20 nb_generated 851 model 8 (finishes Sat 13:33 -- 359/h)
20240914-11:58:27 nb_generated 851 model 3 (finishes Sat 13:33 -- 359/h)
20240914-11:58:27 nb_generated 976 model 1 (finishes Sat 13:10 -- 403/h)
20240914-11:58:38 nb_generated 979 model 0 (finishes Sat 13:10 -- 403/h)
20240914-11:58:38 nb_generated 854 model 8 (finishes Sat 13:33 -- 359/h)
20240914-11:58:45 nb_generated 980 model 3 (finishes Sat 13:10 -- 403/h)
20240914-11:58:51 nb_generated 854 model 6 (finishes Sat 13:33 -- 358/h)
20240914-11:58:55 nb_generated 981 model 3 (finishes Sat 13:10 -- 402/h)
20240914-11:59:05 nb_generated 857 model 0 (finishes Sat 13:33 -- 358/h)
20240914-11:59:08 nb_generated 983 model 4 (finishes Sat 13:10 -- 402/h)
20240914-11:59:14 nb_generated 858 model 3 (finishes Sat 13:33 -- 358/h)
20240914-11:59:26 nb_generated 985 model 2 (finishes Sat 13:10 -- 402/h)
20240914-11:59:35 nb_generated 986 model 7 (finishes Sat 13:10 -- 402/h)
20240914-11:59:37 nb_generated 859 model 6 (finishes Sat 13:33 -- 358/h)
20240914-11:59:48 nb_generated 861 model 3 (finishes Sat 13:33 -- 358/h)
20240914-11:59:49 nb_generated 989 model 6 (finishes Sat 13:10 -- 403/h)
20240914-12:00:03 nb_generated 989 model 6 (finishes Sat 13:10 -- 402/h)
20240914-12:00:05 nb_generated 865 model 6 (finishes Sat 13:34 -- 357/h)
20240914-12:00:11 nb_generated 991 model 8 (finishes Sat 13:10 -- 403/h)
20240914-12:00:21 nb_generated 868 model 1 (finishes Sat 13:34 -- 358/h)
20240914-12:00:33 nb_generated 870 model 2 (finishes Sat 13:34 -- 357/h)
20240914-12:00:38 nb_generated 991 model 6 (finishes Sat 13:11 -- 401/h)
20240914-12:00:44 nb_generated 872 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:00:46 nb_generated 991 model 8 (finishes Sat 13:11 -- 401/h)
20240914-12:00:57 nb_generated 993 model 3 (finishes Sat 13:11 -- 401/h)
20240914-12:01:05 nb_generated 872 model 5 (finishes Sat 13:34 -- 357/h)
20240914-12:01:07 nb_generated 995 model 7 (finishes Sat 13:11 -- 401/h)
20240914-12:01:15 nb_generated 873 model 9 (finishes Sat 13:34 -- 357/h)
20240914-12:01:19 nb_generated 1002 model 3 (finishes Sat 13:10 -- 403/h)
20240914-12:01:24 nb_generated 876 model 9 (finishes Sat 13:34 -- 357/h)
20240914-12:01:32 nb_generated 1004 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:01:35 nb_generated 878 model 7 (finishes Sat 13:34 -- 357/h)
20240914-12:01:51 nb_generated 1006 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:01:55 nb_generated 880 model 5 (finishes Sat 13:34 -- 357/h)
20240914-12:02:01 nb_generated 1009 model 8 (finishes Sat 13:10 -- 404/h)
20240914-12:02:08 nb_generated 881 model 2 (finishes Sat 13:34 -- 357/h)
20240914-12:02:23 nb_generated 1010 model 5 (finishes Sat 13:10 -- 403/h)
20240914-12:02:25 nb_generated 881 model 5 (finishes Sat 13:34 -- 356/h)
20240914-12:02:34 nb_generated 1013 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:02:44 nb_generated 883 model 1 (finishes Sat 13:34 -- 356/h)
20240914-12:02:44 nb_generated 1016 model 3 (finishes Sat 13:10 -- 403/h)
20240914-12:02:57 nb_generated 884 model 3 (finishes Sat 13:34 -- 356/h)
20240914-12:02:59 nb_generated 1019 model 3 (finishes Sat 13:10 -- 404/h)
20240914-12:03:08 nb_generated 886 model 9 (finishes Sat 13:34 -- 357/h)
20240914-12:03:22 nb_generated 888 model 8 (finishes Sat 13:34 -- 357/h)
20240914-12:03:27 nb_generated 1021 model 5 (finishes Sat 13:10 -- 403/h)
20240914-12:03:33 nb_generated 893 model 3 (finishes Sat 13:33 -- 358/h)
20240914-12:03:37 nb_generated 1025 model 4 (finishes Sat 13:10 -- 404/h)
20240914-12:03:50 nb_generated 1027 model 1 (finishes Sat 13:10 -- 404/h)
20240914-12:03:53 nb_generated 895 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:04:05 nb_generated 1029 model 9 (finishes Sat 13:10 -- 404/h)
20240914-12:04:07 nb_generated 897 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:04:17 nb_generated 898 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:04:22 nb_generated 1031 model 6 (finishes Sat 13:10 -- 404/h)
20240914-12:04:30 nb_generated 1032 model 7 (finishes Sat 13:10 -- 404/h)
20240914-12:04:32 nb_generated 900 model 7 (finishes Sat 13:33 -- 359/h)
20240914-12:04:42 nb_generated 1037 model 9 (finishes Sat 13:09 -- 405/h)
20240914-12:04:49 nb_generated 1041 model 7 (finishes Sat 13:08 -- 407/h)
20240914-12:04:52 nb_generated 902 model 2 (finishes Sat 13:33 -- 359/h)
20240914-12:05:02 nb_generated 905 model 1 (finishes Sat 13:32 -- 360/h)
20240914-12:05:06 nb_generated 1042 model 2 (finishes Sat 13:08 -- 406/h)
20240914-12:05:13 nb_generated 908 model 1 (finishes Sat 13:32 -- 360/h)
20240914-12:05:21 nb_generated 911 model 4 (finishes Sat 13:32 -- 361/h)
20240914-12:05:22 nb_generated 1044 model 5 (finishes Sat 13:08 -- 406/h)
20240914-12:05:35 nb_generated 912 model 2 (finishes Sat 13:32 -- 360/h)
20240914-12:05:35 nb_generated 1044 model 6 (finishes Sat 13:09 -- 405/h)
20240914-12:05:41 nb_generated 1047 model 3 (finishes Sat 13:09 -- 406/h)
20240914-12:05:48 nb_generated 914 model 0 (finishes Sat 13:32 -- 360/h)
20240914-12:05:49 nb_generated 1051 model 4 (finishes Sat 13:08 -- 406/h)
20240914-12:06:01 nb_generated 1051 model 7 (finishes Sat 13:09 -- 406/h)
20240914-12:06:01 nb_generated 917 model 3 (finishes Sat 13:32 -- 361/h)
20240914-12:06:11 nb_generated 918 model 1 (finishes Sat 13:32 -- 361/h)
20240914-12:06:12 nb_generated 1055 model 6 (finishes Sat 13:08 -- 407/h)
20240914-12:06:25 nb_generated 1058 model 8 (finishes Sat 13:08 -- 407/h)
20240914-12:06:29 nb_generated 920 model 5 (finishes Sat 13:32 -- 360/h)
20240914-12:06:37 nb_generated 920 model 5 (finishes Sat 13:32 -- 360/h)
20240914-12:06:46 nb_generated 1058 model 2 (finishes Sat 13:09 -- 406/h)
20240914-12:06:51 nb_generated 924 model 9 (finishes Sat 13:32 -- 361/h)
20240914-12:06:53 nb_generated 1063 model 3 (finishes Sat 13:08 -- 407/h)
20240914-12:07:01 nb_generated 925 model 0 (finishes Sat 13:32 -- 361/h)
20240914-12:07:04 nb_generated 1065 model 2 (finishes Sat 13:08 -- 407/h)
20240914-12:07:12 nb_generated 928 model 3 (finishes Sat 13:31 -- 362/h)
20240914-12:07:20 nb_generated 1065 model 5 (finishes Sat 13:09 -- 406/h)
20240914-12:07:27 nb_generated 931 model 6 (finishes Sat 13:31 -- 362/h)
20240914-12:07:39 nb_generated 1067 model 2 (finishes Sat 13:09 -- 406/h)
20240914-12:07:42 nb_generated 934 model 1 (finishes Sat 13:30 -- 363/h)
20240914-12:07:50 nb_generated 1068 model 2 (finishes Sat 13:09 -- 406/h)
20240914-12:07:54 nb_generated 936 model 7 (finishes Sat 13:30 -- 363/h)
20240914-12:08:00 nb_generated 1072 model 3 (finishes Sat 13:08 -- 407/h)
20240914-12:08:05 nb_generated 938 model 4 (finishes Sat 13:31 -- 362/h)
20240914-12:08:08 nb_generated 1076 model 0 (finishes Sat 13:07 -- 409/h)
20240914-12:08:15 nb_generated 941 model 0 (finishes Sat 13:30 -- 363/h)
20240914-12:08:17 nb_generated 1078 model 0 (finishes Sat 13:07 -- 409/h)
20240914-12:08:27 nb_generated 943 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:08:34 nb_generated 1082 model 2 (finishes Sat 13:07 -- 409/h)
20240914-12:08:41 nb_generated 943 model 4 (finishes Sat 13:30 -- 363/h)
20240914-12:08:51 nb_generated 946 model 3 (finishes Sat 13:30 -- 363/h)
20240914-12:08:57 nb_generated 1084 model 5 (finishes Sat 13:07 -- 409/h)
20240914-12:09:08 nb_generated 946 model 5 (finishes Sat 13:31 -- 363/h)
20240914-12:09:09 nb_generated 1088 model 0 (finishes Sat 13:07 -- 410/h)
20240914-12:09:18 nb_generated 1090 model 0 (finishes Sat 13:07 -- 410/h)
20240914-12:09:28 nb_generated 1092 model 9 (finishes Sat 13:07 -- 410/h)
20240914-12:09:38 nb_generated 1094 model 0 (finishes Sat 13:07 -- 410/h)
20240914-12:09:40 nb_generated 947 model 5 (finishes Sat 13:31 -- 362/h)
20240914-12:09:45 nb_generated 1096 model 9 (finishes Sat 13:07 -- 410/h)
20240914-12:09:58 nb_generated 1098 model 1 (finishes Sat 13:07 -- 410/h)
20240914-12:10:01 nb_generated 949 model 2 (finishes Sat 13:31 -- 362/h)
20240914-12:10:07 nb_generated 1099 model 1 (finishes Sat 13:07 -- 410/h)
20240914-12:10:09 nb_generated 952 model 3 (finishes Sat 13:31 -- 363/h)
20240914-12:10:17 nb_generated 1099 model 8 (finishes Sat 13:07 -- 409/h)
20240914-12:10:19 nb_generated 955 model 8 (finishes Sat 13:30 -- 364/h)
20240914-12:10:25 nb_generated 1101 model 7 (finishes Sat 13:07 -- 410/h)
20240914-12:10:33 nb_generated 956 model 1 (finishes Sat 13:30 -- 363/h)
20240914-12:10:39 nb_generated 1103 model 4 (finishes Sat 13:07 -- 410/h)
20240914-12:10:47 nb_generated 957 model 8 (finishes Sat 13:31 -- 363/h)
20240914-12:10:57 nb_generated 958 model 0 (finishes Sat 13:31 -- 362/h)
20240914-12:11:00 nb_generated 1104 model 2 (finishes Sat 13:07 -- 409/h)
20240914-12:11:07 nb_generated 960 model 2 (finishes Sat 13:31 -- 363/h)
20240914-12:11:10 nb_generated 1106 model 3 (finishes Sat 13:07 -- 409/h)
20240914-12:11:20 nb_generated 962 model 0 (finishes Sat 13:31 -- 362/h)
20240914-12:11:26 nb_generated 1109 model 3 (finishes Sat 13:07 -- 410/h)
20240914-12:11:38 nb_generated 1112 model 9 (finishes Sat 13:07 -- 410/h)
20240914-12:11:41 nb_generated 962 model 6 (finishes Sat 13:31 -- 361/h)
20240914-12:11:51 nb_generated 1115 model 1 (finishes Sat 13:07 -- 410/h)
20240914-12:11:56 nb_generated 962 model 5 (finishes Sat 13:32 -- 361/h)
20240914-12:12:04 nb_generated 1115 model 6 (finishes Sat 13:07 -- 410/h)
20240914-12:12:16 nb_generated 963 model 5 (finishes Sat 13:32 -- 360/h)
20240914-12:12:23 nb_generated 1117 model 1 (finishes Sat 13:07 -- 410/h)
20240914-12:12:28 nb_generated 964 model 4 (finishes Sat 13:32 -- 360/h)
20240914-12:12:42 nb_generated 1118 model 1 (finishes Sat 13:07 -- 409/h)
20240914-12:12:47 nb_generated 964 model 2 (finishes Sat 13:33 -- 359/h)
20240914-12:12:52 nb_generated 1119 model 0 (finishes Sat 13:07 -- 409/h)
20240914-12:13:00 nb_generated 1120 model 4 (finishes Sat 13:07 -- 409/h)
20240914-12:13:06 nb_generated 965 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:13:08 nb_generated 1123 model 4 (finishes Sat 13:07 -- 410/h)
20240914-12:13:14 nb_generated 967 model 7 (finishes Sat 13:33 -- 358/h)
20240914-12:13:27 nb_generated 967 model 6 (finishes Sat 13:33 -- 358/h)
20240914-12:13:31 nb_generated 1124 model 5 (finishes Sat 13:07 -- 409/h)
20240914-12:13:42 nb_generated 970 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:13:45 nb_generated 1125 model 1 (finishes Sat 13:07 -- 409/h)
20240914-12:13:54 nb_generated 1125 model 4 (finishes Sat 13:08 -- 408/h)
20240914-12:13:55 nb_generated 975 model 0 (finishes Sat 13:33 -- 358/h)
20240914-12:14:05 nb_generated 1126 model 8 (finishes Sat 13:08 -- 408/h)
20240914-12:14:06 nb_generated 975 model 2 (finishes Sat 13:33 -- 358/h)
20240914-12:14:16 nb_generated 1127 model 3 (finishes Sat 13:08 -- 408/h)
20240914-12:14:16 nb_generated 977 model 7 (finishes Sat 13:33 -- 358/h)
20240914-12:14:26 nb_generated 979 model 8 (finishes Sat 13:33 -- 359/h)
20240914-12:14:28 nb_generated 1130 model 4 (finishes Sat 13:07 -- 409/h)
20240914-12:14:45 nb_generated 1132 model 1 (finishes Sat 13:08 -- 408/h)
20240914-12:14:47 nb_generated 979 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:15:01 nb_generated 980 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:15:04 nb_generated 1133 model 1 (finishes Sat 13:08 -- 407/h)
20240914-12:15:11 nb_generated 980 model 4 (finishes Sat 13:34 -- 357/h)
20240914-12:15:19 nb_generated 1134 model 2 (finishes Sat 13:08 -- 407/h)
20240914-12:15:22 nb_generated 981 model 8 (finishes Sat 13:34 -- 357/h)
20240914-12:15:32 nb_generated 981 model 6 (finishes Sat 13:34 -- 357/h)
20240914-12:15:33 nb_generated 1142 model 8 (finishes Sat 13:07 -- 409/h)
20240914-12:15:44 nb_generated 982 model 4 (finishes Sat 13:34 -- 357/h)
20240914-12:15:50 nb_generated 1143 model 0 (finishes Sat 13:07 -- 409/h)
20240914-12:16:00 nb_generated 1147 model 8 (finishes Sat 13:07 -- 410/h)
20240914-12:16:10 nb_generated 985 model 2 (finishes Sat 13:34 -- 356/h)
20240914-12:16:13 nb_generated 1148 model 9 (finishes Sat 13:07 -- 410/h)
20240914-12:16:21 nb_generated 992 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:16:22 nb_generated 1151 model 3 (finishes Sat 13:06 -- 411/h)
20240914-12:16:31 nb_generated 993 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:16:41 nb_generated 1152 model 5 (finishes Sat 13:07 -- 410/h)
20240914-12:16:41 nb_generated 994 model 8 (finishes Sat 13:33 -- 359/h)
20240914-12:16:53 nb_generated 995 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:16:55 nb_generated 1153 model 4 (finishes Sat 13:07 -- 410/h)
20240914-12:17:03 nb_generated 1154 model 7 (finishes Sat 13:07 -- 410/h)
20240914-12:17:05 nb_generated 999 model 9 (finishes Sat 13:32 -- 360/h)
20240914-12:17:13 nb_generated 1157 model 0 (finishes Sat 13:07 -- 410/h)
20240914-12:17:24 nb_generated 1000 model 6 (finishes Sat 13:32 -- 359/h)
20240914-12:17:32 nb_generated 1158 model 5 (finishes Sat 13:07 -- 410/h)
20240914-12:17:39 nb_generated 1000 model 2 (finishes Sat 13:33 -- 359/h)
20240914-12:17:50 nb_generated 1003 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:18:00 nb_generated 1158 model 5 (finishes Sat 13:08 -- 408/h)
20240914-12:18:09 nb_generated 1003 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:18:15 nb_generated 1159 model 5 (finishes Sat 13:08 -- 408/h)
20240914-12:18:26 nb_generated 1003 model 9 (finishes Sat 13:34 -- 358/h)
20240914-12:18:31 nb_generated 1159 model 5 (finishes Sat 13:08 -- 407/h)
20240914-12:18:36 nb_generated 1006 model 9 (finishes Sat 13:33 -- 358/h)
20240914-12:18:47 nb_generated 1162 model 1 (finishes Sat 13:08 -- 408/h)
20240914-12:18:49 nb_generated 1007 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:18:57 nb_generated 1165 model 3 (finishes Sat 13:08 -- 408/h)
20240914-12:19:02 nb_generated 1007 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:19:15 nb_generated 1166 model 6 (finishes Sat 13:08 -- 408/h)
20240914-12:19:16 nb_generated 1010 model 8 (finishes Sat 13:33 -- 358/h)
20240914-12:19:24 nb_generated 1010 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:19:33 nb_generated 1167 model 6 (finishes Sat 13:08 -- 407/h)
20240914-12:19:36 nb_generated 1011 model 9 (finishes Sat 13:34 -- 358/h)
20240914-12:19:41 nb_generated 1167 model 6 (finishes Sat 13:08 -- 406/h)
20240914-12:19:48 nb_generated 1012 model 2 (finishes Sat 13:34 -- 357/h)
20240914-12:19:52 nb_generated 1167 model 2 (finishes Sat 13:09 -- 406/h)
20240914-12:19:58 nb_generated 1013 model 9 (finishes Sat 13:34 -- 358/h)
20240914-12:20:01 nb_generated 1168 model 4 (finishes Sat 13:09 -- 405/h)
20240914-12:20:05 nb_generated 1014 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:20:13 nb_generated 1171 model 7 (finishes Sat 13:09 -- 405/h)
20240914-12:20:19 nb_generated 1019 model 8 (finishes Sat 13:33 -- 358/h)
20240914-12:20:26 nb_generated 1174 model 0 (finishes Sat 13:09 -- 406/h)
20240914-12:20:33 nb_generated 1021 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:20:43 nb_generated 1175 model 2 (finishes Sat 13:09 -- 405/h)
20240914-12:20:54 nb_generated 1175 model 9 (finishes Sat 13:09 -- 404/h)
20240914-12:20:54 nb_generated 1021 model 5 (finishes Sat 13:34 -- 357/h)
20240914-12:21:03 nb_generated 1025 model 3 (finishes Sat 13:33 -- 358/h)
20240914-12:21:07 nb_generated 1176 model 5 (finishes Sat 13:09 -- 404/h)
20240914-12:21:18 nb_generated 1177 model 3 (finishes Sat 13:10 -- 404/h)
20240914-12:21:18 nb_generated 1026 model 6 (finishes Sat 13:34 -- 357/h)
20240914-12:21:30 nb_generated 1028 model 1 (finishes Sat 13:34 -- 357/h)
20240914-12:21:31 nb_generated 1178 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:21:44 nb_generated 1029 model 9 (finishes Sat 13:34 -- 357/h)
20240914-12:21:44 nb_generated 1178 model 9 (finishes Sat 13:10 -- 402/h)
20240914-12:21:54 nb_generated 1182 model 3 (finishes Sat 13:10 -- 403/h)
20240914-12:21:56 nb_generated 1033 model 8 (finishes Sat 13:33 -- 358/h)
20240914-12:22:04 nb_generated 1183 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:22:09 nb_generated 1039 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:22:14 nb_generated 1186 model 2 (finishes Sat 13:10 -- 404/h)
20240914-12:22:24 nb_generated 1187 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:22:32 nb_generated 1041 model 1 (finishes Sat 13:33 -- 359/h)
20240914-12:22:38 nb_generated 1189 model 5 (finishes Sat 13:10 -- 404/h)
20240914-12:22:42 nb_generated 1043 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:22:49 nb_generated 1044 model 7 (finishes Sat 13:33 -- 359/h)
20240914-12:22:50 nb_generated 1192 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:23:00 nb_generated 1047 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:23:00 nb_generated 1194 model 7 (finishes Sat 13:10 -- 404/h)
20240914-12:23:10 nb_generated 1196 model 1 (finishes Sat 13:09 -- 404/h)
20240914-12:23:14 nb_generated 1050 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:23:22 nb_generated 1197 model 9 (finishes Sat 13:09 -- 404/h)
20240914-12:23:40 nb_generated 1197 model 5 (finishes Sat 13:10 -- 403/h)
20240914-12:23:42 nb_generated 1051 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:23:49 nb_generated 1197 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:23:59 nb_generated 1053 model 6 (finishes Sat 13:33 -- 358/h)
20240914-12:24:08 nb_generated 1197 model 5 (finishes Sat 13:10 -- 402/h)
20240914-12:24:10 nb_generated 1053 model 4 (finishes Sat 13:34 -- 357/h)
20240914-12:24:18 nb_generated 1202 model 3 (finishes Sat 13:10 -- 403/h)
20240914-12:24:20 nb_generated 1056 model 9 (finishes Sat 13:33 -- 358/h)
20240914-12:24:26 nb_generated 1204 model 4 (finishes Sat 13:10 -- 404/h)
20240914-12:24:33 nb_generated 1058 model 2 (finishes Sat 13:33 -- 358/h)
20240914-12:24:45 nb_generated 1206 model 5 (finishes Sat 13:10 -- 403/h)
20240914-12:24:49 nb_generated 1060 model 3 (finishes Sat 13:33 -- 358/h)
20240914-12:24:58 nb_generated 1206 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:25:01 nb_generated 1062 model 8 (finishes Sat 13:33 -- 358/h)
20240914-12:25:04 nb_generated 1208 model 1 (finishes Sat 13:10 -- 403/h)
20240914-12:25:15 nb_generated 1063 model 0 (finishes Sat 13:33 -- 358/h)
20240914-12:25:18 nb_generated 1210 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:25:28 nb_generated 1064 model 2 (finishes Sat 13:34 -- 358/h)
20240914-12:25:30 nb_generated 1212 model 1 (finishes Sat 13:10 -- 403/h)
20240914-12:25:39 nb_generated 1214 model 7 (finishes Sat 13:10 -- 403/h)
20240914-12:25:40 nb_generated 1067 model 0 (finishes Sat 13:33 -- 358/h)
20240914-12:25:48 nb_generated 1069 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:25:54 nb_generated 1215 model 6 (finishes Sat 13:10 -- 403/h)
20240914-12:25:58 nb_generated 1072 model 8 (finishes Sat 13:33 -- 359/h)
20240914-12:26:09 nb_generated 1218 model 1 (finishes Sat 13:10 -- 403/h)
20240914-12:26:14 nb_generated 1072 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:26:17 nb_generated 1222 model 3 (finishes Sat 13:09 -- 404/h)
20240914-12:26:26 nb_generated 1072 model 7 (finishes Sat 13:33 -- 358/h)
20240914-12:26:33 nb_generated 1222 model 6 (finishes Sat 13:10 -- 403/h)
20240914-12:26:34 nb_generated 1077 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:26:41 nb_generated 1078 model 8 (finishes Sat 13:33 -- 359/h)
20240914-12:26:46 nb_generated 1224 model 4 (finishes Sat 13:10 -- 404/h)
20240914-12:26:55 nb_generated 1079 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:27:01 nb_generated 1227 model 7 (finishes Sat 13:09 -- 404/h)
20240914-12:27:08 nb_generated 1081 model 2 (finishes Sat 13:33 -- 359/h)
20240914-12:27:13 nb_generated 1231 model 9 (finishes Sat 13:09 -- 405/h)
20240914-12:27:29 nb_generated 1081 model 2 (finishes Sat 13:33 -- 358/h)
20240914-12:27:32 nb_generated 1232 model 5 (finishes Sat 13:09 -- 404/h)
20240914-12:27:42 nb_generated 1234 model 4 (finishes Sat 13:09 -- 404/h)
20240914-12:27:43 nb_generated 1084 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:27:52 nb_generated 1086 model 3 (finishes Sat 13:33 -- 359/h)
20240914-12:27:57 nb_generated 1234 model 5 (finishes Sat 13:10 -- 404/h)
20240914-12:28:01 nb_generated 1088 model 4 (finishes Sat 13:33 -- 359/h)
20240914-12:28:08 nb_generated 1234 model 6 (finishes Sat 13:10 -- 403/h)
20240914-12:28:20 nb_generated 1090 model 1 (finishes Sat 13:33 -- 358/h)
20240914-12:28:26 nb_generated 1234 model 5 (finishes Sat 13:10 -- 402/h)
20240914-12:28:40 nb_generated 1234 model 1 (finishes Sat 13:11 -- 402/h)
20240914-12:28:42 nb_generated 1091 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:28:48 nb_generated 1236 model 4 (finishes Sat 13:11 -- 402/h)
20240914-12:28:59 nb_generated 1095 model 2 (finishes Sat 13:33 -- 358/h)
20240914-12:29:04 nb_generated 1238 model 0 (finishes Sat 13:10 -- 402/h)
20240914-12:29:12 nb_generated 1240 model 3 (finishes Sat 13:10 -- 402/h)
20240914-12:29:23 nb_generated 1242 model 9 (finishes Sat 13:11 -- 402/h)
20240914-12:29:23 nb_generated 1095 model 5 (finishes Sat 13:34 -- 357/h)
20240914-12:29:30 nb_generated 1243 model 7 (finishes Sat 13:11 -- 401/h)
20240914-12:29:42 nb_generated 1097 model 1 (finishes Sat 13:34 -- 357/h)
20240914-12:29:42 nb_generated 1244 model 2 (finishes Sat 13:11 -- 401/h)
20240914-12:29:52 nb_generated 1100 model 3 (finishes Sat 13:34 -- 357/h)
20240914-12:29:56 nb_generated 1246 model 8 (finishes Sat 13:11 -- 401/h)
20240914-12:30:02 nb_generated 1102 model 7 (finishes Sat 13:34 -- 357/h)
20240914-12:30:05 nb_generated 1247 model 9 (finishes Sat 13:11 -- 401/h)
20240914-12:30:15 nb_generated 1104 model 0 (finishes Sat 13:33 -- 358/h)
20240914-12:30:22 nb_generated 1247 model 7 (finishes Sat 13:11 -- 401/h)
20240914-12:30:24 nb_generated 1107 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:30:35 nb_generated 1248 model 6 (finishes Sat 13:11 -- 401/h)
20240914-12:30:44 nb_generated 1108 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:30:46 nb_generated 1249 model 3 (finishes Sat 13:11 -- 400/h)
20240914-12:30:54 nb_generated 1110 model 8 (finishes Sat 13:33 -- 359/h)
20240914-12:31:02 nb_generated 1111 model 9 (finishes Sat 13:33 -- 359/h)
20240914-12:31:03 nb_generated 1249 model 6 (finishes Sat 13:11 -- 400/h)
20240914-12:31:14 nb_generated 1113 model 2 (finishes Sat 13:33 -- 359/h)
20240914-12:31:15 nb_generated 1251 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:31:23 nb_generated 1252 model 9 (finishes Sat 13:12 -- 400/h)
20240914-12:31:26 nb_generated 1115 model 1 (finishes Sat 13:32 -- 359/h)
20240914-12:31:32 nb_generated 1254 model 0 (finishes Sat 13:11 -- 400/h)
20240914-12:31:40 nb_generated 1115 model 5 (finishes Sat 13:33 -- 359/h)
20240914-12:31:42 nb_generated 1256 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:31:55 nb_generated 1259 model 1 (finishes Sat 13:11 -- 401/h)
20240914-12:32:02 nb_generated 1116 model 5 (finishes Sat 13:33 -- 358/h)
20240914-12:32:03 nb_generated 1260 model 1 (finishes Sat 13:11 -- 401/h)
20240914-12:32:13 nb_generated 1117 model 4 (finishes Sat 13:33 -- 358/h)
20240914-12:32:14 nb_generated 1261 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:32:22 nb_generated 1118 model 9 (finishes Sat 13:33 -- 358/h)
20240914-12:32:25 nb_generated 1264 model 0 (finishes Sat 13:11 -- 401/h)
20240914-12:32:30 nb_generated 1120 model 0 (finishes Sat 13:33 -- 359/h)
20240914-12:32:31 nb_generated 1265 model 7 (finishes Sat 13:11 -- 401/h)
20240914-12:32:38 nb_generated 1124 model 3 (finishes Sat 13:32 -- 360/h)
20240914-12:32:45 nb_generated 1269 model 2 (finishes Sat 13:10 -- 402/h)
20240914-12:32:55 nb_generated 1126 model 1 (finishes Sat 13:32 -- 360/h)
20240914-12:32:57 nb_generated 1271 model 7 (finishes Sat 13:10 -- 403/h)
20240914-12:33:04 nb_generated 1129 model 0 (finishes Sat 13:32 -- 361/h)
20240914-12:33:05 nb_generated 1275 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:33:14 nb_generated 1131 model 4 (finishes Sat 13:31 -- 361/h)
20240914-12:33:14 nb_generated 1276 model 7 (finishes Sat 13:10 -- 403/h)
20240914-12:33:22 nb_generated 1277 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:33:33 nb_generated 1131 model 2 (finishes Sat 13:32 -- 360/h)
20240914-12:33:34 nb_generated 1280 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:33:41 nb_generated 1134 model 8 (finishes Sat 13:32 -- 360/h)
20240914-12:33:46 nb_generated 1282 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:33:50 nb_generated 1137 model 0 (finishes Sat 13:32 -- 360/h)
20240914-12:33:59 nb_generated 1284 model 1 (finishes Sat 13:10 -- 403/h)
20240914-12:34:05 nb_generated 1139 model 4 (finishes Sat 13:32 -- 361/h)
20240914-12:34:15 nb_generated 1143 model 1 (finishes Sat 13:31 -- 362/h)
20240914-12:34:16 nb_generated 1287 model 5 (finishes Sat 13:10 -- 404/h)
20240914-12:34:28 nb_generated 1288 model 9 (finishes Sat 13:10 -- 404/h)
20240914-12:34:32 nb_generated 1144 model 5 (finishes Sat 13:31 -- 362/h)
20240914-12:34:39 nb_generated 1146 model 0 (finishes Sat 13:31 -- 362/h)
20240914-12:34:42 nb_generated 1289 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:34:51 nb_generated 1148 model 9 (finishes Sat 13:31 -- 362/h)
20240914-12:34:52 nb_generated 1290 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:35:01 nb_generated 1150 model 0 (finishes Sat 13:31 -- 363/h)
20240914-12:35:03 nb_generated 1294 model 0 (finishes Sat 13:09 -- 404/h)
20240914-12:35:18 nb_generated 1153 model 3 (finishes Sat 13:30 -- 363/h)
20240914-12:35:22 nb_generated 1294 model 5 (finishes Sat 13:10 -- 403/h)
20240914-12:35:31 nb_generated 1153 model 4 (finishes Sat 13:31 -- 362/h)
20240914-12:35:35 nb_generated 1295 model 2 (finishes Sat 13:10 -- 403/h)
20240914-12:35:42 nb_generated 1153 model 6 (finishes Sat 13:31 -- 362/h)
20240914-12:35:51 nb_generated 1297 model 0 (finishes Sat 13:10 -- 403/h)
20240914-12:35:54 nb_generated 1153 model 2 (finishes Sat 13:31 -- 361/h)
20240914-12:36:05 nb_generated 1155 model 0 (finishes Sat 13:31 -- 361/h)
20240914-12:36:05 nb_generated 1297 model 5 (finishes Sat 13:10 -- 402/h)
20240914-12:36:17 nb_generated 1303 model 3 (finishes Sat 13:10 -- 403/h)
20240914-12:36:18 nb_generated 1155 model 6 (finishes Sat 13:32 -- 361/h)
20240914-12:36:29 nb_generated 1157 model 7 (finishes Sat 13:31 -- 361/h)
20240914-12:36:36 nb_generated 1304 model 2 (finishes Sat 13:10 -- 402/h)
20240914-12:36:39 nb_generated 1158 model 9 (finishes Sat 13:31 -- 361/h)
20240914-12:36:46 nb_generated 1307 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:36:53 nb_generated 1159 model 6 (finishes Sat 13:31 -- 361/h)
20240914-12:37:01 nb_generated 1308 model 1 (finishes Sat 13:10 -- 402/h)
20240914-12:37:09 nb_generated 1162 model 1 (finishes Sat 13:31 -- 362/h)
20240914-12:37:17 nb_generated 1309 model 7 (finishes Sat 13:10 -- 402/h)
20240914-12:37:21 nb_generated 1164 model 7 (finishes Sat 13:31 -- 362/h)
20240914-12:37:24 nb_generated 1312 model 9 (finishes Sat 13:10 -- 403/h)
20240914-12:37:33 nb_generated 1167 model 7 (finishes Sat 13:31 -- 362/h)
20240914-12:37:42 nb_generated 1312 model 5 (finishes Sat 13:10 -- 402/h)
20240914-12:37:50 nb_generated 1314 model 3 (finishes Sat 13:10 -- 402/h)
20240914-12:38:00 nb_generated 1168 model 2 (finishes Sat 13:31 -- 361/h)
20240914-12:38:10 nb_generated 1315 model 5 (finishes Sat 13:10 -- 402/h)
20240914-12:38:10 nb_generated 1168 model 7 (finishes Sat 13:32 -- 361/h)
20240914-12:38:22 nb_generated 1171 model 2 (finishes Sat 13:31 -- 361/h)
20240914-12:38:22 nb_generated 1315 model 4 (finishes Sat 13:11 -- 401/h)
20240914-12:38:32 nb_generated 1175 model 9 (finishes Sat 13:31 -- 362/h)
20240914-12:38:36 nb_generated 1315 model 5 (finishes Sat 13:11 -- 401/h)
20240914-12:38:45 nb_generated 1317 model 0 (finishes Sat 13:11 -- 401/h)
20240914-12:38:47 nb_generated 1177 model 2 (finishes Sat 13:31 -- 362/h)
20240914-12:38:52 nb_generated 1319 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:38:59 nb_generated 1178 model 2 (finishes Sat 13:31 -- 361/h)
20240914-12:39:03 nb_generated 1321 model 0 (finishes Sat 13:11 -- 401/h)
20240914-12:39:07 nb_generated 1181 model 3 (finishes Sat 13:31 -- 362/h)
20240914-12:39:16 nb_generated 1185 model 8 (finishes Sat 13:30 -- 363/h)
20240914-12:39:21 nb_generated 1321 model 0 (finishes Sat 13:11 -- 400/h)
20240914-12:39:27 nb_generated 1188 model 1 (finishes Sat 13:30 -- 364/h)
20240914-12:39:30 nb_generated 1323 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:39:37 nb_generated 1324 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:39:40 nb_generated 1191 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:39:45 nb_generated 1324 model 4 (finishes Sat 13:11 -- 400/h)
20240914-12:39:50 nb_generated 1195 model 0 (finishes Sat 13:29 -- 365/h)
20240914-12:39:56 nb_generated 1325 model 6 (finishes Sat 13:11 -- 400/h)
20240914-12:40:03 nb_generated 1198 model 9 (finishes Sat 13:29 -- 365/h)
20240914-12:40:05 nb_generated 1327 model 1 (finishes Sat 13:11 -- 400/h)
20240914-12:40:14 nb_generated 1200 model 9 (finishes Sat 13:29 -- 365/h)
20240914-12:40:20 nb_generated 1328 model 6 (finishes Sat 13:11 -- 400/h)
20240914-12:40:22 nb_generated 1206 model 0 (finishes Sat 13:28 -- 366/h)
20240914-12:40:31 nb_generated 1328 model 3 (finishes Sat 13:12 -- 399/h)
20240914-12:40:41 nb_generated 1206 model 5 (finishes Sat 13:29 -- 366/h)
20240914-12:40:44 nb_generated 1328 model 5 (finishes Sat 13:12 -- 399/h)
20240914-12:40:52 nb_generated 1207 model 9 (finishes Sat 13:29 -- 366/h)
20240914-12:40:53 nb_generated 1331 model 9 (finishes Sat 13:12 -- 399/h)
20240914-12:41:03 nb_generated 1208 model 8 (finishes Sat 13:29 -- 365/h)
20240914-12:41:07 nb_generated 1332 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:41:11 nb_generated 1209 model 4 (finishes Sat 13:29 -- 365/h)
20240914-12:41:20 nb_generated 1333 model 7 (finishes Sat 13:12 -- 399/h)
20240914-12:41:26 nb_generated 1210 model 2 (finishes Sat 13:29 -- 365/h)
20240914-12:41:31 nb_generated 1335 model 8 (finishes Sat 13:12 -- 399/h)
20240914-12:41:43 nb_generated 1336 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:41:43 nb_generated 1215 model 2 (finishes Sat 13:29 -- 366/h)
20240914-12:41:55 nb_generated 1338 model 3 (finishes Sat 13:12 -- 399/h)
20240914-12:41:58 nb_generated 1215 model 6 (finishes Sat 13:29 -- 365/h)
20240914-12:42:07 nb_generated 1339 model 6 (finishes Sat 13:12 -- 399/h)
20240914-12:42:14 nb_generated 1217 model 2 (finishes Sat 13:29 -- 365/h)
20240914-12:42:26 nb_generated 1341 model 1 (finishes Sat 13:12 -- 399/h)
20240914-12:42:28 nb_generated 1219 model 5 (finishes Sat 13:29 -- 365/h)
20240914-12:42:38 nb_generated 1219 model 7 (finishes Sat 13:29 -- 365/h)
20240914-12:42:42 nb_generated 1344 model 4 (finishes Sat 13:12 -- 399/h)
20240914-12:42:49 nb_generated 1221 model 9 (finishes Sat 13:29 -- 365/h)
20240914-12:42:59 nb_generated 1223 model 3 (finishes Sat 13:30 -- 365/h)
20240914-12:43:08 nb_generated 1345 model 5 (finishes Sat 13:12 -- 398/h)
20240914-12:43:10 nb_generated 1225 model 3 (finishes Sat 13:30 -- 365/h)
20240914-12:43:18 nb_generated 1347 model 7 (finishes Sat 13:12 -- 398/h)
20240914-12:43:23 nb_generated 1225 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:43:29 nb_generated 1350 model 1 (finishes Sat 13:12 -- 399/h)
20240914-12:43:33 nb_generated 1226 model 4 (finishes Sat 13:30 -- 364/h)
20240914-12:43:39 nb_generated 1352 model 3 (finishes Sat 13:12 -- 399/h)
20240914-12:43:45 nb_generated 1228 model 4 (finishes Sat 13:30 -- 364/h)
20240914-12:43:54 nb_generated 1354 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:44:00 nb_generated 1228 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:44:10 nb_generated 1356 model 6 (finishes Sat 13:12 -- 398/h)
20240914-12:44:11 nb_generated 1234 model 0 (finishes Sat 13:29 -- 365/h)
20240914-12:44:21 nb_generated 1357 model 7 (finishes Sat 13:12 -- 398/h)
20240914-12:44:22 nb_generated 1237 model 7 (finishes Sat 13:29 -- 366/h)
20240914-12:44:34 nb_generated 1237 model 7 (finishes Sat 13:29 -- 365/h)
20240914-12:44:36 nb_generated 1360 model 3 (finishes Sat 13:12 -- 399/h)
20240914-12:44:44 nb_generated 1237 model 4 (finishes Sat 13:29 -- 365/h)
20240914-12:44:46 nb_generated 1360 model 7 (finishes Sat 13:12 -- 398/h)
20240914-12:45:01 nb_generated 1238 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:45:08 nb_generated 1361 model 7 (finishes Sat 13:12 -- 398/h)
20240914-12:45:13 nb_generated 1239 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:45:20 nb_generated 1363 model 1 (finishes Sat 13:12 -- 398/h)
20240914-12:45:23 nb_generated 1240 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:45:33 nb_generated 1241 model 2 (finishes Sat 13:30 -- 364/h)
20240914-12:45:34 nb_generated 1364 model 1 (finishes Sat 13:13 -- 397/h)
20240914-12:45:44 nb_generated 1368 model 3 (finishes Sat 13:12 -- 398/h)
20240914-12:45:44 nb_generated 1244 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:45:57 nb_generated 1371 model 7 (finishes Sat 13:12 -- 399/h)
20240914-12:46:01 nb_generated 1244 model 8 (finishes Sat 13:30 -- 363/h)
20240914-12:46:07 nb_generated 1372 model 0 (finishes Sat 13:12 -- 399/h)
20240914-12:46:14 nb_generated 1244 model 6 (finishes Sat 13:31 -- 363/h)
20240914-12:46:20 nb_generated 1372 model 4 (finishes Sat 13:12 -- 398/h)
20240914-12:46:26 nb_generated 1377 model 7 (finishes Sat 13:12 -- 399/h)
20240914-12:46:30 nb_generated 1247 model 1 (finishes Sat 13:30 -- 363/h)
20240914-12:46:37 nb_generated 1379 model 1 (finishes Sat 13:11 -- 400/h)
20240914-12:46:43 nb_generated 1250 model 8 (finishes Sat 13:30 -- 364/h)
20240914-12:46:44 nb_generated 1382 model 3 (finishes Sat 13:11 -- 400/h)
20240914-12:46:53 nb_generated 1252 model 4 (finishes Sat 13:30 -- 364/h)
20240914-12:47:00 nb_generated 1383 model 1 (finishes Sat 13:11 -- 400/h)
20240914-12:47:03 nb_generated 1255 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:47:17 nb_generated 1257 model 2 (finishes Sat 13:30 -- 364/h)
20240914-12:47:23 nb_generated 1385 model 6 (finishes Sat 13:11 -- 400/h)
20240914-12:47:24 nb_generated 1257 model 7 (finishes Sat 13:30 -- 363/h)
20240914-12:47:36 nb_generated 1387 model 4 (finishes Sat 13:11 -- 400/h)
20240914-12:47:39 nb_generated 1257 model 7 (finishes Sat 13:30 -- 363/h)
20240914-12:47:49 nb_generated 1388 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:47:52 nb_generated 1258 model 2 (finishes Sat 13:30 -- 363/h)
20240914-12:47:55 nb_generated 1389 model 9 (finishes Sat 13:11 -- 400/h)
20240914-12:48:07 nb_generated 1259 model 1 (finishes Sat 13:31 -- 363/h)
20240914-12:48:11 nb_generated 1392 model 2 (finishes Sat 13:11 -- 400/h)
20240914-12:48:19 nb_generated 1264 model 3 (finishes Sat 13:30 -- 363/h)
20240914-12:48:31 nb_generated 1393 model 5 (finishes Sat 13:11 -- 400/h)
20240914-12:48:38 nb_generated 1269 model 2 (finishes Sat 13:30 -- 364/h)
20240914-12:48:45 nb_generated 1395 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:48:48 nb_generated 1272 model 3 (finishes Sat 13:30 -- 364/h)
20240914-12:48:58 nb_generated 1396 model 6 (finishes Sat 13:11 -- 400/h)
20240914-12:49:02 nb_generated 1274 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:49:12 nb_generated 1276 model 1 (finishes Sat 13:30 -- 364/h)
20240914-12:49:16 nb_generated 1399 model 0 (finishes Sat 13:11 -- 400/h)
20240914-12:49:24 nb_generated 1277 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:49:33 nb_generated 1399 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:49:35 nb_generated 1277 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:49:43 nb_generated 1403 model 9 (finishes Sat 13:12 -- 399/h)
20240914-12:49:46 nb_generated 1279 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:49:57 nb_generated 1281 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:49:59 nb_generated 1406 model 9 (finishes Sat 13:11 -- 400/h)
20240914-12:50:11 nb_generated 1282 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:50:13 nb_generated 1407 model 5 (finishes Sat 13:11 -- 400/h)
20240914-12:50:25 nb_generated 1284 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:50:40 nb_generated 1408 model 5 (finishes Sat 13:12 -- 399/h)
20240914-12:50:43 nb_generated 1285 model 5 (finishes Sat 13:30 -- 363/h)
20240914-12:50:50 nb_generated 1410 model 9 (finishes Sat 13:12 -- 399/h)
20240914-12:50:57 nb_generated 1288 model 1 (finishes Sat 13:30 -- 363/h)
20240914-12:51:03 nb_generated 1410 model 2 (finishes Sat 13:12 -- 398/h)
20240914-12:51:08 nb_generated 1289 model 1 (finishes Sat 13:30 -- 363/h)
20240914-12:51:16 nb_generated 1291 model 3 (finishes Sat 13:30 -- 364/h)
20240914-12:51:21 nb_generated 1412 model 2 (finishes Sat 13:12 -- 398/h)
20240914-12:51:33 nb_generated 1294 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:51:38 nb_generated 1414 model 1 (finishes Sat 13:12 -- 398/h)
20240914-12:51:43 nb_generated 1416 model 3 (finishes Sat 13:12 -- 399/h)
20240914-12:51:48 nb_generated 1296 model 4 (finishes Sat 13:30 -- 364/h)
20240914-12:51:56 nb_generated 1421 model 1 (finishes Sat 13:12 -- 400/h)
20240914-12:52:02 nb_generated 1296 model 8 (finishes Sat 13:30 -- 363/h)
20240914-12:52:10 nb_generated 1298 model 8 (finishes Sat 13:30 -- 364/h)
20240914-12:52:17 nb_generated 1424 model 1 (finishes Sat 13:12 -- 399/h)
20240914-12:52:20 nb_generated 1300 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:52:25 nb_generated 1427 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:52:31 nb_generated 1303 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:52:34 nb_generated 1431 model 0 (finishes Sat 13:11 -- 400/h)
20240914-12:52:48 nb_generated 1432 model 1 (finishes Sat 13:11 -- 400/h)
20240914-12:52:53 nb_generated 1303 model 5 (finishes Sat 13:30 -- 363/h)
20240914-12:53:02 nb_generated 1433 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:53:06 nb_generated 1307 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:53:13 nb_generated 1311 model 3 (finishes Sat 13:29 -- 365/h)
20240914-12:53:17 nb_generated 1433 model 6 (finishes Sat 13:12 -- 399/h)
20240914-12:53:25 nb_generated 1311 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:53:32 nb_generated 1434 model 1 (finishes Sat 13:12 -- 399/h)
20240914-12:53:36 nb_generated 1313 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:53:44 nb_generated 1436 model 9 (finishes Sat 13:12 -- 399/h)
20240914-12:53:45 nb_generated 1315 model 8 (finishes Sat 13:29 -- 365/h)
20240914-12:53:51 nb_generated 1315 model 7 (finishes Sat 13:30 -- 365/h)
20240914-12:53:59 nb_generated 1438 model 8 (finishes Sat 13:12 -- 399/h)
20240914-12:54:02 nb_generated 1315 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:54:12 nb_generated 1440 model 0 (finishes Sat 13:12 -- 399/h)
20240914-12:54:24 nb_generated 1315 model 6 (finishes Sat 13:30 -- 363/h)
20240914-12:54:25 nb_generated 1442 model 9 (finishes Sat 13:12 -- 399/h)
20240914-12:54:39 nb_generated 1316 model 6 (finishes Sat 13:30 -- 363/h)
20240914-12:54:44 nb_generated 1442 model 6 (finishes Sat 13:12 -- 399/h)
20240914-12:54:49 nb_generated 1318 model 9 (finishes Sat 13:30 -- 363/h)
20240914-12:54:51 nb_generated 1445 model 8 (finishes Sat 13:12 -- 399/h)
20240914-12:55:02 nb_generated 1320 model 9 (finishes Sat 13:30 -- 363/h)
20240914-12:55:03 nb_generated 1447 model 1 (finishes Sat 13:12 -- 400/h)
20240914-12:55:09 nb_generated 1323 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:55:13 nb_generated 1450 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:55:18 nb_generated 1324 model 3 (finishes Sat 13:30 -- 364/h)
20240914-12:55:24 nb_generated 1454 model 4 (finishes Sat 13:11 -- 401/h)
20240914-12:55:26 nb_generated 1325 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:55:32 nb_generated 1455 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:55:39 nb_generated 1328 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:55:46 nb_generated 1456 model 0 (finishes Sat 13:11 -- 400/h)
20240914-12:55:56 nb_generated 1460 model 9 (finishes Sat 13:11 -- 400/h)
20240914-12:55:56 nb_generated 1330 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:56:04 nb_generated 1332 model 7 (finishes Sat 13:30 -- 364/h)
20240914-12:56:05 nb_generated 1460 model 3 (finishes Sat 13:11 -- 400/h)
20240914-12:56:12 nb_generated 1333 model 0 (finishes Sat 13:30 -- 364/h)
20240914-12:56:14 nb_generated 1463 model 4 (finishes Sat 13:11 -- 400/h)
20240914-12:56:21 nb_generated 1334 model 3 (finishes Sat 13:30 -- 363/h)
20240914-12:56:26 nb_generated 1466 model 9 (finishes Sat 13:11 -- 401/h)
20240914-12:56:34 nb_generated 1334 model 9 (finishes Sat 13:30 -- 363/h)
20240914-12:56:41 nb_generated 1466 model 5 (finishes Sat 13:11 -- 400/h)
20240914-12:56:49 nb_generated 1340 model 2 (finishes Sat 13:30 -- 364/h)
20240914-12:56:51 nb_generated 1467 model 8 (finishes Sat 13:11 -- 400/h)
20240914-12:57:00 nb_generated 1342 model 1 (finishes Sat 13:30 -- 364/h)
20240914-12:57:05 nb_generated 1468 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:57:15 nb_generated 1342 model 6 (finishes Sat 13:30 -- 364/h)
20240914-12:57:22 nb_generated 1468 model 2 (finishes Sat 13:12 -- 399/h)
20240914-12:57:26 nb_generated 1344 model 9 (finishes Sat 13:30 -- 364/h)
20240914-12:57:33 nb_generated 1471 model 4 (finishes Sat 13:11 -- 400/h)
20240914-12:57:39 nb_generated 1348 model 8 (finishes Sat 13:30 -- 364/h)
20240914-12:57:45 nb_generated 1471 model 7 (finishes Sat 13:11 -- 400/h)
20240914-12:57:52 nb_generated 1351 model 1 (finishes Sat 13:29 -- 365/h)
20240914-12:58:05 nb_generated 1471 model 5 (finishes Sat 13:12 -- 399/h)
20240914-12:58:05 nb_generated 1354 model 8 (finishes Sat 13:29 -- 365/h)
20240914-12:58:21 nb_generated 1473 model 6 (finishes Sat 13:12 -- 399/h)
20240914-12:58:24 nb_generated 1355 model 6 (finishes Sat 13:29 -- 365/h)
20240914-12:58:30 nb_generated 1475 model 0 (finishes Sat 13:12 -- 399/h)
20240914-12:58:31 nb_generated 1356 model 7 (finishes Sat 13:29 -- 365/h)
20240914-12:58:44 nb_generated 1356 model 1 (finishes Sat 13:30 -- 364/h)
20240914-12:58:46 nb_generated 1477 model 1 (finishes Sat 13:12 -- 398/h)
20240914-12:58:55 nb_generated 1359 model 3 (finishes Sat 13:29 -- 365/h)
20240914-12:59:03 nb_generated 1477 model 5 (finishes Sat 13:13 -- 397/h)
20240914-12:59:10 nb_generated 1362 model 9 (finishes Sat 13:29 -- 365/h)
20240914-12:59:19 nb_generated 1479 model 1 (finishes Sat 13:13 -- 397/h)
20240914-12:59:21 nb_generated 1364 model 0 (finishes Sat 13:29 -- 365/h)
20240914-12:59:26 nb_generated 1480 model 8 (finishes Sat 13:13 -- 397/h)
20240914-12:59:34 nb_generated 1367 model 1 (finishes Sat 13:29 -- 366/h)
20240914-12:59:37 nb_generated 1480 model 4 (finishes Sat 13:13 -- 397/h)
20240914-12:59:48 nb_generated 1367 model 1 (finishes Sat 13:29 -- 365/h)
20240914-12:59:49 nb_generated 1484 model 7 (finishes Sat 13:13 -- 397/h)
20240914-13:00:01 nb_generated 1484 model 4 (finishes Sat 13:13 -- 397/h)
20240914-13:00:07 nb_generated 1367 model 5 (finishes Sat 13:30 -- 364/h)
20240914-13:00:13 nb_generated 1485 model 4 (finishes Sat 13:13 -- 397/h)
20240914-13:00:23 nb_generated 1367 model 6 (finishes Sat 13:30 -- 364/h)
20240914-13:00:26 nb_generated 1487 model 0 (finishes Sat 13:13 -- 397/h)
20240914-13:00:30 nb_generated 1368 model 9 (finishes Sat 13:30 -- 364/h)
20240914-13:00:37 nb_generated 1488 model 0 (finishes Sat 13:13 -- 397/h)
20240914-13:00:39 nb_generated 1369 model 7 (finishes Sat 13:30 -- 364/h)
20240914-13:00:51 nb_generated 1488 model 2 (finishes Sat 13:13 -- 396/h)
20240914-13:00:52 nb_generated 1369 model 1 (finishes Sat 13:30 -- 364/h)
20240914-13:01:04 nb_generated 1489 model 6 (finishes Sat 13:13 -- 396/h)
20240914-13:01:14 nb_generated 1369 model 5 (finishes Sat 13:30 -- 363/h)
20240914-13:01:16 nb_generated 1492 model 3 (finishes Sat 13:13 -- 397/h)
20240914-13:01:24 nb_generated 1371 model 7 (finishes Sat 13:30 -- 363/h)
20240914-13:01:36 nb_generated 1375 model 0 (finishes Sat 13:30 -- 363/h)
20240914-13:01:43 nb_generated 1492 model 5 (finishes Sat 13:13 -- 396/h)
20240914-13:01:49 nb_generated 1376 model 4 (finishes Sat 13:30 -- 363/h)
20240914-13:01:57 nb_generated 1494 model 2 (finishes Sat 13:13 -- 396/h)
20240914-13:02:03 nb_generated 1377 model 1 (finishes Sat 13:30 -- 363/h)
20240914-13:02:06 nb_generated 1496 model 4 (finishes Sat 13:13 -- 396/h)
20240914-13:02:11 nb_generated 1379 model 3 (finishes Sat 13:30 -- 363/h)
20240914-13:02:17 nb_generated 1497 model 9 (finishes Sat 13:14 -- 395/h)
20240914-13:02:24 nb_generated 1498 model 3 (finishes Sat 13:14 -- 395/h)
20240914-13:02:31 nb_generated 1379 model 5 (finishes Sat 13:31 -- 363/h)
20240914-13:02:35 nb_generated 1501 model 9 (finishes Sat 13:13 -- 395/h)
20240914-13:02:46 nb_generated 1506 model 9 (finishes Sat 13:13 -- 396/h)
20240914-13:02:48 nb_generated 1380 model 2 (finishes Sat 13:31 -- 362/h)
20240914-13:02:55 nb_generated 1507 model 3 (finishes Sat 13:13 -- 396/h)
20240914-13:03:05 nb_generated 1386 model 1 (finishes Sat 13:30 -- 363/h)
20240914-13:03:10 nb_generated 1508 model 9 (finishes Sat 13:13 -- 396/h)
20240914-13:03:16 nb_generated 1387 model 2 (finishes Sat 13:30 -- 363/h)
20240914-13:03:22 nb_generated 1510 model 1 (finishes Sat 13:13 -- 396/h)
20240914-13:03:25 nb_generated 1391 model 9 (finishes Sat 13:30 -- 364/h)
20240914-13:03:34 nb_generated 1391 model 9 (finishes Sat 13:30 -- 363/h)
20240914-13:03:39 nb_generated 1514 model 2 (finishes Sat 13:13 -- 396/h)
20240914-13:03:46 nb_generated 1392 model 1 (finishes Sat 13:30 -- 363/h)
20240914-13:03:53 nb_generated 1516 model 1 (finishes Sat 13:13 -- 397/h)
20240914-13:03:59 nb_generated 1394 model 3 (finishes Sat 13:30 -- 363/h)
20240914-13:04:04 nb_generated 1517 model 4 (finishes Sat 13:13 -- 397/h)
20240914-13:04:12 nb_generated 1395 model 0 (finishes Sat 13:30 -- 363/h)
20240914-13:04:14 nb_generated 1520 model 9 (finishes Sat 13:13 -- 397/h)
20240914-13:04:24 nb_generated 1398 model 1 (finishes Sat 13:30 -- 363/h)
20240914-13:04:26 nb_generated 1521 model 6 (finishes Sat 13:13 -- 397/h)
20240914-13:04:37 nb_generated 1399 model 2 (finishes Sat 13:31 -- 363/h)
20240914-13:04:42 nb_generated 1524 model 8 (finishes Sat 13:13 -- 397/h)
20240914-13:04:49 nb_generated 1524 model 3 (finishes Sat 13:13 -- 397/h)
20240914-13:04:52 nb_generated 1400 model 1 (finishes Sat 13:31 -- 363/h)
20240914-13:04:58 nb_generated 1526 model 3 (finishes Sat 13:13 -- 397/h)
20240914-13:04:59 nb_generated 1402 model 7 (finishes Sat 13:31 -- 363/h)
20240914-13:05:14 nb_generated 1529 model 0 (finishes Sat 13:13 -- 397/h)
20240914-13:05:23 nb_generated 1403 model 2 (finishes Sat 13:31 -- 362/h)
20240914-13:05:24 nb_generated 1531 model 9 (finishes Sat 13:13 -- 397/h)
20240914-13:05:34 nb_generated 1534 model 4 (finishes Sat 13:12 -- 398/h)
20240914-13:05:34 nb_generated 1404 model 0 (finishes Sat 13:31 -- 362/h)
20240914-13:05:41 nb_generated 1536 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:05:43 nb_generated 1407 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:05:52 nb_generated 1536 model 0 (finishes Sat 13:12 -- 398/h)
20240914-13:05:52 nb_generated 1410 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:06:02 nb_generated 1412 model 0 (finishes Sat 13:31 -- 363/h)
20240914-13:06:06 nb_generated 1539 model 1 (finishes Sat 13:12 -- 398/h)
20240914-13:06:13 nb_generated 1413 model 7 (finishes Sat 13:31 -- 362/h)
20240914-13:06:21 nb_generated 1414 model 7 (finishes Sat 13:31 -- 363/h)
20240914-13:06:24 nb_generated 1540 model 1 (finishes Sat 13:13 -- 397/h)
20240914-13:06:37 nb_generated 1415 model 5 (finishes Sat 13:31 -- 362/h)
20240914-13:06:40 nb_generated 1541 model 0 (finishes Sat 13:13 -- 397/h)
20240914-13:06:44 nb_generated 1417 model 4 (finishes Sat 13:31 -- 362/h)
20240914-13:06:53 nb_generated 1419 model 3 (finishes Sat 13:31 -- 363/h)
20240914-13:06:56 nb_generated 1543 model 1 (finishes Sat 13:13 -- 397/h)
20240914-13:07:08 nb_generated 1547 model 4 (finishes Sat 13:12 -- 398/h)
20240914-13:07:12 nb_generated 1420 model 2 (finishes Sat 13:31 -- 362/h)
20240914-13:07:18 nb_generated 1551 model 1 (finishes Sat 13:12 -- 399/h)
20240914-13:07:23 nb_generated 1420 model 0 (finishes Sat 13:31 -- 362/h)
20240914-13:07:29 nb_generated 1552 model 4 (finishes Sat 13:12 -- 399/h)
20240914-13:07:34 nb_generated 1421 model 1 (finishes Sat 13:31 -- 362/h)
20240914-13:07:39 nb_generated 1553 model 1 (finishes Sat 13:12 -- 399/h)
20240914-13:07:47 nb_generated 1555 model 4 (finishes Sat 13:12 -- 399/h)
20240914-13:07:49 nb_generated 1421 model 6 (finishes Sat 13:31 -- 362/h)
20240914-13:07:57 nb_generated 1422 model 1 (finishes Sat 13:31 -- 362/h)
20240914-13:07:59 nb_generated 1556 model 5 (finishes Sat 13:12 -- 398/h)
20240914-13:08:05 nb_generated 1425 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:08:09 nb_generated 1559 model 7 (finishes Sat 13:12 -- 399/h)
20240914-13:08:19 nb_generated 1560 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:08:19 nb_generated 1427 model 4 (finishes Sat 13:31 -- 362/h)
20240914-13:08:37 nb_generated 1562 model 2 (finishes Sat 13:12 -- 398/h)
20240914-13:08:45 nb_generated 1427 model 5 (finishes Sat 13:31 -- 361/h)
20240914-13:08:58 nb_generated 1564 model 6 (finishes Sat 13:12 -- 398/h)
20240914-13:08:58 nb_generated 1428 model 2 (finishes Sat 13:31 -- 361/h)
20240914-13:09:10 nb_generated 1566 model 3 (finishes Sat 13:12 -- 398/h)
20240914-13:09:14 nb_generated 1430 model 9 (finishes Sat 13:31 -- 361/h)
20240914-13:09:22 nb_generated 1570 model 1 (finishes Sat 13:12 -- 398/h)
20240914-13:09:24 nb_generated 1432 model 4 (finishes Sat 13:31 -- 361/h)
20240914-13:09:36 nb_generated 1570 model 2 (finishes Sat 13:12 -- 398/h)
20240914-13:09:39 nb_generated 1433 model 4 (finishes Sat 13:31 -- 361/h)
20240914-13:09:45 nb_generated 1571 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:09:58 nb_generated 1433 model 2 (finishes Sat 13:32 -- 361/h)
20240914-13:09:59 nb_generated 1571 model 3 (finishes Sat 13:13 -- 397/h)
20240914-13:10:11 nb_generated 1573 model 3 (finishes Sat 13:13 -- 397/h)
20240914-13:10:19 nb_generated 1433 model 5 (finishes Sat 13:32 -- 360/h)
20240914-13:10:21 nb_generated 1573 model 0 (finishes Sat 13:13 -- 397/h)
20240914-13:10:31 nb_generated 1434 model 0 (finishes Sat 13:32 -- 360/h)
20240914-13:10:32 nb_generated 1577 model 3 (finishes Sat 13:12 -- 398/h)
20240914-13:10:41 nb_generated 1580 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:10:42 nb_generated 1435 model 6 (finishes Sat 13:32 -- 360/h)
20240914-13:10:54 nb_generated 1582 model 8 (finishes Sat 13:12 -- 398/h)
20240914-13:11:00 nb_generated 1435 model 6 (finishes Sat 13:33 -- 359/h)
20240914-13:11:02 nb_generated 1583 model 3 (finishes Sat 13:12 -- 398/h)
20240914-13:11:12 nb_generated 1435 model 3 (finishes Sat 13:33 -- 359/h)
20240914-13:11:20 nb_generated 1584 model 2 (finishes Sat 13:12 -- 398/h)
20240914-13:11:22 nb_generated 1436 model 4 (finishes Sat 13:33 -- 359/h)
20240914-13:11:27 nb_generated 1586 model 9 (finishes Sat 13:12 -- 398/h)
20240914-13:11:32 nb_generated 1436 model 4 (finishes Sat 13:33 -- 358/h)
20240914-13:11:41 nb_generated 1439 model 8 (finishes Sat 13:33 -- 359/h)
20240914-13:11:44 nb_generated 1587 model 2 (finishes Sat 13:12 -- 398/h)
20240914-13:11:53 nb_generated 1587 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:11:54 nb_generated 1441 model 0 (finishes Sat 13:33 -- 358/h)
20240914-13:12:02 nb_generated 1589 model 7 (finishes Sat 13:12 -- 398/h)
20240914-13:12:03 nb_generated 1444 model 0 (finishes Sat 13:33 -- 359/h)
20240914-13:12:13 nb_generated 1595 model 0 (finishes Sat 13:12 -- 399/h)
20240914-13:12:20 nb_generated 1445 model 2 (finishes Sat 13:33 -- 359/h)
20240914-13:12:27 nb_generated 1597 model 1 (finishes now! -- 399/h)
20240914-13:12:27 generate_c_quizz_speed 399/h
20240914-13:12:29 nb_generated 1448 model 3 (finishes Sat 13:32 -- 360/h)
20240914-13:12:43 nb_generated 1451 model 6 (finishes Sat 13:32 -- 360/h)
20240914-13:12:57 nb_generated 1454 model 1 (finishes Sat 13:32 -- 360/h)
20240914-13:13:10 nb_generated 1454 model 4 (finishes Sat 13:32 -- 360/h)
20240914-13:13:31 nb_generated 1455 model 5 (finishes Sat 13:32 -- 360/h)
20240914-13:13:42 nb_generated 1457 model 4 (finishes Sat 13:32 -- 360/h)
20240914-13:13:57 nb_generated 1459 model 0 (finishes Sat 13:32 -- 360/h)
20240914-13:14:07 nb_generated 1459 model 2 (finishes Sat 13:32 -- 359/h)
20240914-13:14:14 nb_generated 1460 model 7 (finishes Sat 13:32 -- 359/h)
20240914-13:14:25 nb_generated 1461 model 9 (finishes Sat 13:32 -- 359/h)
20240914-13:14:36 nb_generated 1464 model 8 (finishes Sat 13:32 -- 360/h)
20240914-13:14:47 nb_generated 1464 model 1 (finishes Sat 13:32 -- 359/h)
20240914-13:14:57 nb_generated 1466 model 8 (finishes Sat 13:32 -- 359/h)
20240914-13:15:05 nb_generated 1467 model 7 (finishes Sat 13:33 -- 359/h)
20240914-13:15:17 nb_generated 1470 model 3 (finishes Sat 13:32 -- 359/h)
20240914-13:15:34 nb_generated 1473 model 8 (finishes Sat 13:32 -- 359/h)
20240914-13:15:48 nb_generated 1474 model 2 (finishes Sat 13:33 -- 359/h)
20240914-13:16:06 nb_generated 1476 model 5 (finishes Sat 13:33 -- 359/h)
20240914-13:16:26 nb_generated 1477 model 1 (finishes Sat 13:33 -- 359/h)
20240914-13:16:37 nb_generated 1479 model 7 (finishes Sat 13:33 -- 359/h)
20240914-13:16:51 nb_generated 1480 model 4 (finishes Sat 13:33 -- 359/h)
20240914-13:17:03 nb_generated 1482 model 7 (finishes Sat 13:33 -- 359/h)
20240914-13:17:20 nb_generated 1483 model 6 (finishes Sat 13:33 -- 359/h)
20240914-13:17:34 nb_generated 1485 model 5 (finishes Sat 13:33 -- 359/h)
20240914-13:17:43 nb_generated 1486 model 7 (finishes Sat 13:33 -- 359/h)
20240914-13:17:51 nb_generated 1490 model 0 (finishes Sat 13:32 -- 360/h)
20240914-13:18:05 nb_generated 1491 model 6 (finishes Sat 13:32 -- 360/h)
20240914-13:18:21 nb_generated 1493 model 6 (finishes Sat 13:32 -- 360/h)
20240914-13:18:32 nb_generated 1495 model 1 (finishes Sat 13:32 -- 360/h)
20240914-13:18:41 nb_generated 1500 model 8 (finishes Sat 13:32 -- 361/h)
20240914-13:18:56 nb_generated 1500 model 2 (finishes Sat 13:32 -- 360/h)
20240914-13:19:07 nb_generated 1503 model 8 (finishes Sat 13:32 -- 361/h)
20240914-13:19:21 nb_generated 1503 model 2 (finishes Sat 13:32 -- 360/h)
20240914-13:19:32 nb_generated 1503 model 1 (finishes Sat 13:32 -- 360/h)
20240914-13:19:39 nb_generated 1506 model 9 (finishes Sat 13:32 -- 361/h)
20240914-13:19:45 nb_generated 1512 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:19:59 nb_generated 1516 model 8 (finishes Sat 13:30 -- 363/h)
20240914-13:20:09 nb_generated 1518 model 8 (finishes Sat 13:30 -- 363/h)
20240914-13:20:29 nb_generated 1518 model 5 (finishes Sat 13:31 -- 363/h)
20240914-13:20:48 nb_generated 1519 model 2 (finishes Sat 13:31 -- 362/h)
20240914-13:20:57 nb_generated 1522 model 0 (finishes Sat 13:31 -- 363/h)
20240914-13:21:10 nb_generated 1522 model 3 (finishes Sat 13:31 -- 362/h)
20240914-13:21:24 nb_generated 1523 model 7 (finishes Sat 13:31 -- 362/h)
20240914-13:21:37 nb_generated 1523 model 7 (finishes Sat 13:31 -- 362/h)
20240914-13:21:52 nb_generated 1525 model 4 (finishes Sat 13:31 -- 362/h)
20240914-13:22:02 nb_generated 1528 model 4 (finishes Sat 13:31 -- 362/h)
20240914-13:22:17 nb_generated 1531 model 2 (finishes Sat 13:31 -- 363/h)
20240914-13:22:35 nb_generated 1531 model 5 (finishes Sat 13:31 -- 362/h)
20240914-13:22:46 nb_generated 1533 model 0 (finishes Sat 13:31 -- 362/h)
20240914-13:23:04 nb_generated 1533 model 5 (finishes Sat 13:31 -- 362/h)
20240914-13:23:17 nb_generated 1535 model 8 (finishes Sat 13:31 -- 362/h)
20240914-13:23:38 nb_generated 1536 model 5 (finishes Sat 13:31 -- 361/h)
20240914-13:23:50 nb_generated 1539 model 4 (finishes Sat 13:31 -- 361/h)
20240914-13:23:59 nb_generated 1539 model 0 (finishes Sat 13:31 -- 361/h)
20240914-13:24:15 nb_generated 1540 model 6 (finishes Sat 13:32 -- 361/h)
20240914-13:24:31 nb_generated 1544 model 1 (finishes Sat 13:31 -- 361/h)
20240914-13:24:43 nb_generated 1544 model 2 (finishes Sat 13:32 -- 361/h)
20240914-13:24:52 nb_generated 1544 model 4 (finishes Sat 13:32 -- 360/h)
20240914-13:25:01 nb_generated 1547 model 8 (finishes Sat 13:32 -- 360/h)
20240914-13:25:12 nb_generated 1548 model 8 (finishes Sat 13:32 -- 360/h)
20240914-13:25:19 nb_generated 1549 model 3 (finishes Sat 13:32 -- 360/h)
20240914-13:25:31 nb_generated 1553 model 7 (finishes Sat 13:31 -- 361/h)
20240914-13:25:51 nb_generated 1554 model 6 (finishes Sat 13:32 -- 361/h)
20240914-13:25:59 nb_generated 1554 model 4 (finishes Sat 13:32 -- 361/h)
20240914-13:26:15 nb_generated 1556 model 1 (finishes Sat 13:32 -- 361/h)
20240914-13:26:27 nb_generated 1559 model 1 (finishes Sat 13:32 -- 361/h)
20240914-13:26:34 nb_generated 1559 model 8 (finishes Sat 13:32 -- 361/h)
20240914-13:26:51 nb_generated 1559 model 6 (finishes Sat 13:32 -- 360/h)
20240914-13:27:08 nb_generated 1560 model 2 (finishes Sat 13:32 -- 360/h)
20240914-13:27:20 nb_generated 1561 model 4 (finishes Sat 13:32 -- 360/h)
20240914-13:27:31 nb_generated 1564 model 1 (finishes Sat 13:32 -- 360/h)
20240914-13:27:41 nb_generated 1566 model 3 (finishes Sat 13:32 -- 361/h)
20240914-13:27:50 nb_generated 1570 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:28:14 nb_generated 1570 model 5 (finishes Sat 13:32 -- 361/h)
20240914-13:28:24 nb_generated 1572 model 7 (finishes Sat 13:31 -- 361/h)
20240914-13:28:34 nb_generated 1575 model 1 (finishes Sat 13:31 -- 362/h)
20240914-13:28:50 nb_generated 1575 model 5 (finishes Sat 13:31 -- 361/h)
20240914-13:28:57 nb_generated 1578 model 7 (finishes Sat 13:31 -- 361/h)
20240914-13:29:04 nb_generated 1578 model 7 (finishes Sat 13:31 -- 361/h)
20240914-13:29:12 nb_generated 1580 model 8 (finishes Sat 13:31 -- 362/h)
20240914-13:29:21 nb_generated 1583 model 9 (finishes Sat 13:31 -- 362/h)
20240914-13:29:29 nb_generated 1587 model 3 (finishes Sat 13:30 -- 363/h)
20240914-13:29:38 nb_generated 1588 model 9 (finishes Sat 13:30 -- 363/h)
20240914-13:29:53 nb_generated 1590 model 2 (finishes Sat 13:30 -- 363/h)
20240914-13:30:05 nb_generated 1592 model 1 (finishes Sat 13:30 -- 363/h)
20240914-13:30:21 nb_generated 1596 model 9 (finishes Sat 13:30 -- 364/h)
20240914-13:30:32 nb_generated 1596 model 2 (finishes Sat 13:30 -- 363/h)
20240914-13:30:43 nb_generated 1599 model 0 (finishes now! -- 364/h)
20240914-13:30:43 generate_c_quizz_speed 363/h
20240914-13:31:02 wrote culture_c_quiz_1436.png
20240914-13:33:15 wrote culture_c_quiz_1436_solvable.png
20240914-13:33:15 generated_c_quizzes c_quizzes.size()=torch.Size([3196, 404])
20240914-13:33:15 nb_c_quizzes 3196
20240914-13:33:15 training model 0 (accuracy 0)
20240914-13:33:15 training model 1 (accuracy 0)
20240914-13:35:19 train_loss 1436 model 0 0.011484414802291213
20240914-13:35:19 train_loss 1436 model 1 0.011328503849557818
20240914-13:35:20 test_loss 1436 model 0 0.006604430787219684
20240914-13:35:21 test_loss 1436 model 1 0.007241673106592117
20240914-13:35:53 test_accuracy 1436 model 1 nb_correct 778 / 807 (96.41%)
20240914-13:35:53 test_accuracy 1436 model 0 nb_correct 753 / 790 (95.32%)
20240914-13:35:54 wrote ae_000.pth
20240914-13:35:55 wrote ae_001.pth
20240914-13:35:56 wrote ae_002.pth
20240914-13:35:56 wrote ae_003.pth
20240914-13:35:57 wrote ae_004.pth
20240914-13:35:58 wrote ae_005.pth
20240914-13:35:58 wrote ae_006.pth
20240914-13:35:59 wrote ae_007.pth
20240914-13:36:00 wrote ae_008.pth
20240914-13:36:01 wrote ae_009.pth
20240914-13:36:01 epoch_duration 2min45s next_finish 13:38:46
20240914-13:36:01 wrote state.pth
20240914-13:36:01 --- epoch 1437 ----------------------------------------
20240914-13:36:01 current_test_accuracies 0.9532 0.9641 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-13:36:01 time_train=158 time_c_quizzes=12370
20240914-13:36:01 nb_c_quizzes 3196
20240914-13:36:01 training model 2 (accuracy 0)
20240914-13:36:01 training model 3 (accuracy 0)
20240914-13:38:04 train_loss 1437 model 3 0.01121739668236114
20240914-13:38:04 train_loss 1437 model 2 0.010541873555392158
20240914-13:38:06 test_loss 1437 model 3 0.006316235294320904
20240914-13:38:06 test_loss 1437 model 2 0.00783066937882495
20240914-13:38:42 test_accuracy 1437 model 3 nb_correct 765 / 792 (96.59%)
20240914-13:38:42 test_accuracy 1437 model 2 nb_correct 764 / 783 (97.57%)
20240914-13:38:43 wrote ae_000.pth
20240914-13:38:43 wrote ae_001.pth
20240914-13:38:44 wrote ae_002.pth
20240914-13:38:45 wrote ae_003.pth
20240914-13:38:46 wrote ae_004.pth
20240914-13:38:46 wrote ae_005.pth
20240914-13:38:47 wrote ae_006.pth
20240914-13:38:48 wrote ae_007.pth
20240914-13:38:48 wrote ae_008.pth
20240914-13:38:49 wrote ae_009.pth
20240914-13:38:49 epoch_duration 2min48s next_finish 13:41:37
20240914-13:38:49 wrote state.pth
20240914-13:38:49 --- epoch 1438 ----------------------------------------
20240914-13:38:49 current_test_accuracies 0.9532 0.9641 0.9757 0.9659 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-13:38:49 time_train=319 time_c_quizzes=12370
20240914-13:38:49 nb_c_quizzes 3196
20240914-13:38:49 training model 4 (accuracy 0)
20240914-13:38:49 training model 5 (accuracy 0)
20240914-13:40:52 train_loss 1438 model 4 0.010758064756315435
20240914-13:40:52 train_loss 1438 model 5 0.010992576033356728
20240914-13:40:54 test_loss 1438 model 4 0.007139864077205971
20240914-13:40:54 test_loss 1438 model 5 0.008502668895346233
20240914-13:41:30 test_accuracy 1438 model 5 nb_correct 768 / 789 (97.34%)
20240914-13:41:31 test_accuracy 1438 model 4 nb_correct 788 / 824 (95.63%)
20240914-13:41:32 wrote ae_000.pth
20240914-13:41:33 wrote ae_001.pth
20240914-13:41:34 wrote ae_002.pth
20240914-13:41:34 wrote ae_003.pth
20240914-13:41:35 wrote ae_004.pth
20240914-13:41:36 wrote ae_005.pth
20240914-13:41:36 wrote ae_006.pth
20240914-13:41:37 wrote ae_007.pth
20240914-13:41:38 wrote ae_008.pth
20240914-13:41:38 wrote ae_009.pth
20240914-13:41:38 epoch_duration 2min49s next_finish 13:44:28
20240914-13:41:38 wrote state.pth
20240914-13:41:38 --- epoch 1439 ----------------------------------------
20240914-13:41:38 current_test_accuracies 0.9532 0.9641 0.9757 0.9659 0.9563 0.9734 0.0000 0.0000 0.0000 0.0000
20240914-13:41:38 time_train=481 time_c_quizzes=12370
20240914-13:41:38 nb_c_quizzes 3196
20240914-13:41:38 training model 6 (accuracy 0)
20240914-13:41:38 training model 7 (accuracy 0)
20240914-13:43:42 train_loss 1439 model 6 0.011304631978936414
20240914-13:43:42 train_loss 1439 model 7 0.012387217193827382
20240914-13:43:43 test_loss 1439 model 6 0.005442931431093712
20240914-13:43:43 test_loss 1439 model 7 0.010167230006459249
20240914-13:44:18 test_accuracy 1439 model 7 nb_correct 767 / 793 (96.72%)
20240914-13:44:19 test_accuracy 1439 model 6 nb_correct 785 / 800 (98.12%)
20240914-13:44:20 wrote ae_000.pth
20240914-13:44:20 wrote ae_001.pth
20240914-13:44:21 wrote ae_002.pth
20240914-13:44:22 wrote ae_003.pth
20240914-13:44:23 wrote ae_004.pth
20240914-13:44:23 wrote ae_005.pth
20240914-13:44:24 wrote ae_006.pth
20240914-13:44:25 wrote ae_007.pth
20240914-13:44:25 wrote ae_008.pth
20240914-13:44:26 wrote ae_009.pth
20240914-13:44:26 epoch_duration 2min47s next_finish 13:47:14
20240914-13:44:26 wrote state.pth
20240914-13:44:26 --- epoch 1440 ----------------------------------------
20240914-13:44:26 current_test_accuracies 0.9532 0.9641 0.9757 0.9659 0.9563 0.9734 0.9812 0.9672 0.0000 0.0000
20240914-13:44:26 time_train=641 time_c_quizzes=12370
20240914-13:44:26 nb_c_quizzes 3196
20240914-13:44:26 training model 8 (accuracy 0)
20240914-13:44:26 training model 9 (accuracy 0)
20240914-13:46:29 train_loss 1440 model 9 0.011725353250674744
20240914-13:46:29 train_loss 1440 model 8 0.011034025790659598
20240914-13:46:31 test_loss 1440 model 9 0.004395158554012823
20240914-13:46:31 test_loss 1440 model 8 0.006717617546735255
20240914-13:47:05 test_accuracy 1440 model 9 nb_correct 790 / 810 (97.53%)
20240914-13:47:15 test_accuracy 1440 model 8 nb_correct 776 / 818 (94.87%)
20240914-13:47:16 wrote ae_000.pth
20240914-13:47:17 wrote ae_001.pth
20240914-13:47:17 wrote ae_002.pth
20240914-13:47:18 wrote ae_003.pth
20240914-13:47:19 wrote ae_004.pth
20240914-13:47:20 wrote ae_005.pth
20240914-13:47:20 wrote ae_006.pth
20240914-13:47:21 wrote ae_007.pth
20240914-13:47:22 wrote ae_008.pth
20240914-13:47:22 wrote ae_009.pth
20240914-13:47:22 epoch_duration 2min56s next_finish 13:50:19
20240914-13:47:22 wrote state.pth
20240914-13:47:22 --- epoch 1441 ----------------------------------------
20240914-13:47:22 current_test_accuracies 0.9532 0.9641 0.9757 0.9659 0.9563 0.9734 0.9812 0.9672 0.9487 0.9753
20240914-13:47:22 time_train=810 time_c_quizzes=12370
20240914-13:47:22 nb_c_quizzes 3196
20240914-13:47:22 training model 8 (accuracy 0.9486552476882935)
20240914-13:47:22 training model 0 (accuracy 0.9531645774841309)
20240914-13:49:26 train_loss 1441 model 8 0.010826477996714857
20240914-13:49:26 train_loss 1441 model 0 0.010951898294346393
20240914-13:49:27 test_loss 1441 model 8 0.009802068989885272
20240914-13:49:27 test_loss 1441 model 0 0.007064588514657544
20240914-13:50:00 test_accuracy 1441 model 0 nb_correct 777 / 811 (95.81%)
20240914-13:50:01 test_accuracy 1441 model 8 nb_correct 795 / 818 (97.19%)
20240914-13:50:02 wrote ae_000.pth
20240914-13:50:03 wrote ae_001.pth
20240914-13:50:03 wrote ae_002.pth
20240914-13:50:04 wrote ae_003.pth
20240914-13:50:05 wrote ae_004.pth
20240914-13:50:05 wrote ae_005.pth
20240914-13:50:06 wrote ae_006.pth
20240914-13:50:07 wrote ae_007.pth
20240914-13:50:07 wrote ae_008.pth
20240914-13:50:08 wrote ae_009.pth
20240914-13:50:08 epoch_duration 2min45s next_finish 13:52:54
20240914-13:50:08 wrote state.pth
20240914-13:50:08 --- epoch 1442 ----------------------------------------
20240914-13:50:08 current_test_accuracies 0.9581 0.9641 0.9757 0.9659 0.9563 0.9734 0.9812 0.9672 0.9719 0.9753
20240914-13:50:08 time_train=968 time_c_quizzes=12370
20240914-13:50:08 nb_c_quizzes 3196
20240914-13:50:08 training model 4 (accuracy 0.9563106894493103)
20240914-13:50:08 training model 0 (accuracy 0.9580764770507812)
20240914-13:52:11 train_loss 1442 model 0 0.011406420920438904
20240914-13:52:11 train_loss 1442 model 4 0.010263704286903702
20240914-13:52:13 test_loss 1442 model 0 0.00718939070630995
20240914-13:52:13 test_loss 1442 model 4 0.00953754676723122
20240914-13:52:50 test_accuracy 1442 model 0 nb_correct 766 / 800 (95.75%)
20240914-13:52:50 test_accuracy 1442 model 4 nb_correct 773 / 807 (95.79%)
20240914-13:52:51 wrote ae_000.pth
20240914-13:52:52 wrote ae_001.pth
20240914-13:52:52 wrote ae_002.pth
20240914-13:52:53 wrote ae_003.pth
20240914-13:52:54 wrote ae_004.pth
20240914-13:52:54 wrote ae_005.pth
20240914-13:52:55 wrote ae_006.pth
20240914-13:52:56 wrote ae_007.pth
20240914-13:52:56 wrote ae_008.pth
20240914-13:52:57 wrote ae_009.pth
20240914-13:52:57 epoch_duration 2min48s next_finish 13:55:46
20240914-13:52:57 wrote state.pth
20240914-13:52:57 --- epoch 1443 ----------------------------------------
20240914-13:52:57 current_test_accuracies 0.9575 0.9641 0.9757 0.9659 0.9579 0.9734 0.9812 0.9672 0.9719 0.9753
20240914-13:52:57 time_train=1129 time_c_quizzes=12370
20240914-13:52:57 nb_c_quizzes 3196
20240914-13:52:57 training model 0 (accuracy 0.9574999809265137)
20240914-13:52:57 training model 4 (accuracy 0.9578686356544495)
20240914-13:55:01 train_loss 1443 model 4 0.01125936027222724
20240914-13:55:01 train_loss 1443 model 0 0.010438904818695846
20240914-13:55:03 test_loss 1443 model 4 0.0070463343137745936
20240914-13:55:03 test_loss 1443 model 0 0.006230047851188303
20240914-13:55:38 test_accuracy 1443 model 0 nb_correct 795 / 819 (97.07%)
20240914-13:55:40 test_accuracy 1443 model 4 nb_correct 783 / 798 (98.12%)
20240914-13:55:41 wrote ae_000.pth
20240914-13:55:41 wrote ae_001.pth
20240914-13:55:42 wrote ae_002.pth
20240914-13:55:43 wrote ae_003.pth
20240914-13:55:44 wrote ae_004.pth
20240914-13:55:44 wrote ae_005.pth
20240914-13:55:45 wrote ae_006.pth
20240914-13:55:46 wrote ae_007.pth
20240914-13:55:46 wrote ae_008.pth
20240914-13:55:47 wrote ae_009.pth
20240914-13:55:47 epoch_duration 2min50s next_finish 13:58:37
20240914-13:55:47 wrote state.pth
20240914-13:55:47 --- epoch 1444 ----------------------------------------
20240914-13:55:47 current_test_accuracies 0.9707 0.9641 0.9757 0.9659 0.9812 0.9734 0.9812 0.9672 0.9719 0.9753
20240914-13:55:47 time_train=1291 time_c_quizzes=12370
20240914-13:55:47 nb_c_quizzes 3196
20240914-13:55:47 training model 1 (accuracy 0.9640644192695618)
20240914-13:55:47 training model 3 (accuracy 0.9659090638160706)
20240914-13:57:50 train_loss 1444 model 3 0.011147701010974743
20240914-13:57:50 train_loss 1444 model 1 0.011018616931198266
20240914-13:57:52 test_loss 1444 model 3 0.006082678798287588
20240914-13:57:52 test_loss 1444 model 1 0.006898242351721251
20240914-13:58:25 test_accuracy 1444 model 3 nb_correct 781 / 807 (96.78%)
20240914-13:58:27 test_accuracy 1444 model 1 nb_correct 783 / 813 (96.31%)
20240914-13:58:27 wrote ae_000.pth
20240914-13:58:28 wrote ae_001.pth
20240914-13:58:29 wrote ae_002.pth
20240914-13:58:30 wrote ae_003.pth
20240914-13:58:30 wrote ae_004.pth
20240914-13:58:31 wrote ae_005.pth
20240914-13:58:32 wrote ae_006.pth
20240914-13:58:32 wrote ae_007.pth
20240914-13:58:33 wrote ae_008.pth
20240914-13:58:34 wrote ae_009.pth
20240914-13:58:34 epoch_duration 2min46s next_finish 14:01:20
20240914-13:58:34 wrote state.pth
20240914-13:58:34 --- epoch 1445 ----------------------------------------
20240914-13:58:34 current_test_accuracies 0.9707 0.9631 0.9757 0.9678 0.9812 0.9734 0.9812 0.9672 0.9719 0.9753
20240914-13:58:34 time_train=1450 time_c_quizzes=12370
20240914-13:58:34 nb_c_quizzes 3196
20240914-13:58:34 training model 1 (accuracy 0.9630996584892273)
20240914-13:58:34 training model 7 (accuracy 0.9672130942344666)
20240914-14:00:37 train_loss 1445 model 7 0.011194991136815588
20240914-14:00:37 train_loss 1445 model 1 0.010801860091924027
20240914-14:00:38 test_loss 1445 model 7 0.010250674285998684
20240914-14:00:38 test_loss 1445 model 1 0.007367252430128701
20240914-14:01:14 test_accuracy 1445 model 1 nb_correct 753 / 780 (96.54%)
20240914-14:01:17 test_accuracy 1445 model 7 nb_correct 777 / 807 (96.28%)
20240914-14:01:17 wrote ae_000.pth
20240914-14:01:18 wrote ae_001.pth
20240914-14:01:19 wrote ae_002.pth
20240914-14:01:19 wrote ae_003.pth
20240914-14:01:20 wrote ae_004.pth
20240914-14:01:21 wrote ae_005.pth
20240914-14:01:22 wrote ae_006.pth
20240914-14:01:22 wrote ae_007.pth
20240914-14:01:23 wrote ae_008.pth
20240914-14:01:24 wrote ae_009.pth
20240914-14:01:24 epoch_duration 2min50s next_finish 14:04:14
20240914-14:01:24 wrote state.pth
20240914-14:01:24 --- epoch 1446 ----------------------------------------
20240914-14:01:24 current_test_accuracies 0.9707 0.9654 0.9757 0.9678 0.9812 0.9734 0.9812 0.9628 0.9719 0.9753
20240914-14:01:24 time_train=1612 time_c_quizzes=12370
20240914-14:01:24 nb_c_quizzes 3196
20240914-14:01:24 training model 7 (accuracy 0.9628252983093262)
20240914-14:01:24 training model 1 (accuracy 0.9653846025466919)
20240914-14:03:27 train_loss 1446 model 1 0.011201175414724275
20240914-14:03:27 train_loss 1446 model 7 0.011041062234862238
20240914-14:03:29 test_loss 1446 model 1 0.007649348720451599
20240914-14:03:29 test_loss 1446 model 7 0.006997305415580968
20240914-14:04:06 test_accuracy 1446 model 1 nb_correct 740 / 774 (95.61%)
20240914-14:04:09 test_accuracy 1446 model 7 nb_correct 760 / 781 (97.31%)
20240914-14:04:09 wrote ae_000.pth
20240914-14:04:10 wrote ae_001.pth
20240914-14:04:11 wrote ae_002.pth
20240914-14:04:12 wrote ae_003.pth
20240914-14:04:12 wrote ae_004.pth
20240914-14:04:13 wrote ae_005.pth
20240914-14:04:14 wrote ae_006.pth
20240914-14:04:14 wrote ae_007.pth
20240914-14:04:15 wrote ae_008.pth
20240914-14:04:16 wrote ae_009.pth
20240914-14:04:16 epoch_duration 2min52s next_finish 14:07:08
20240914-14:04:16 wrote state.pth
20240914-14:04:16 --- epoch 1447 ----------------------------------------
20240914-14:04:16 current_test_accuracies 0.9707 0.9561 0.9757 0.9678 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:04:16 time_train=1777 time_c_quizzes=12370
20240914-14:04:16 nb_c_quizzes 3196
20240914-14:04:16 training model 1 (accuracy 0.9560723304748535)
20240914-14:04:16 training model 3 (accuracy 0.9677819013595581)
20240914-14:06:19 train_loss 1447 model 3 0.010782251019411888
20240914-14:06:19 train_loss 1447 model 1 0.011097816805169714
20240914-14:06:21 test_loss 1447 model 3 0.0058936928564243376
20240914-14:06:21 test_loss 1447 model 1 0.006924014949549928
20240914-14:06:55 test_accuracy 1447 model 3 nb_correct 778 / 820 (94.88%)
20240914-14:06:56 test_accuracy 1447 model 1 nb_correct 757 / 791 (95.70%)
20240914-14:06:56 wrote ae_000.pth
20240914-14:06:57 wrote ae_001.pth
20240914-14:06:58 wrote ae_002.pth
20240914-14:06:58 wrote ae_003.pth
20240914-14:06:59 wrote ae_004.pth
20240914-14:07:00 wrote ae_005.pth
20240914-14:07:01 wrote ae_006.pth
20240914-14:07:01 wrote ae_007.pth
20240914-14:07:02 wrote ae_008.pth
20240914-14:07:03 wrote ae_009.pth
20240914-14:07:03 epoch_duration 2min46s next_finish 14:09:50
20240914-14:07:03 wrote state.pth
20240914-14:07:03 --- epoch 1448 ----------------------------------------
20240914-14:07:03 current_test_accuracies 0.9707 0.9570 0.9757 0.9488 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:07:03 time_train=1936 time_c_quizzes=12370
20240914-14:07:03 nb_c_quizzes 3196
20240914-14:07:03 training model 3 (accuracy 0.9487804770469666)
20240914-14:07:03 training model 1 (accuracy 0.9570164084434509)
20240914-14:09:06 train_loss 1448 model 3 0.01036789457944724
20240914-14:09:06 train_loss 1448 model 1 0.010731250518419074
20240914-14:09:08 test_loss 1448 model 3 0.008407999688505186
20240914-14:09:08 test_loss 1448 model 1 0.008397371178301683
20240914-14:09:44 test_accuracy 1448 model 1 nb_correct 762 / 800 (95.25%)
20240914-14:09:45 test_accuracy 1448 model 3 nb_correct 753 / 781 (96.41%)
20240914-14:09:45 wrote ae_000.pth
20240914-14:09:46 wrote ae_001.pth
20240914-14:09:47 wrote ae_002.pth
20240914-14:09:48 wrote ae_003.pth
20240914-14:09:48 wrote ae_004.pth
20240914-14:09:49 wrote ae_005.pth
20240914-14:09:50 wrote ae_006.pth
20240914-14:09:50 wrote ae_007.pth
20240914-14:09:51 wrote ae_008.pth
20240914-14:09:52 wrote ae_009.pth
20240914-14:09:52 epoch_duration 2min49s next_finish 14:12:41
20240914-14:09:52 wrote state.pth
20240914-14:09:52 --- epoch 1449 ----------------------------------------
20240914-14:09:52 current_test_accuracies 0.9707 0.9525 0.9757 0.9641 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:09:52 time_train=2098 time_c_quizzes=12370
20240914-14:09:52 nb_c_quizzes 3196
20240914-14:09:52 training model 1 (accuracy 0.9524999856948853)
20240914-14:09:52 training model 3 (accuracy 0.9641485214233398)
20240914-14:11:55 train_loss 1449 model 1 0.011220966257707915
20240914-14:11:56 train_loss 1449 model 3 0.01106485659539794
20240914-14:11:57 test_loss 1449 model 1 0.006962456986525467
20240914-14:11:57 test_loss 1449 model 3 0.007126067970784788
20240914-14:12:31 test_accuracy 1449 model 3 nb_correct 784 / 809 (96.91%)
20240914-14:12:33 test_accuracy 1449 model 1 nb_correct 769 / 801 (96.00%)
20240914-14:12:34 wrote ae_000.pth
20240914-14:12:34 wrote ae_001.pth
20240914-14:12:35 wrote ae_002.pth
20240914-14:12:36 wrote ae_003.pth
20240914-14:12:37 wrote ae_004.pth
20240914-14:12:37 wrote ae_005.pth
20240914-14:12:38 wrote ae_006.pth
20240914-14:12:39 wrote ae_007.pth
20240914-14:12:39 wrote ae_008.pth
20240914-14:12:40 wrote ae_009.pth
20240914-14:12:40 epoch_duration 2min48s next_finish 14:15:28
20240914-14:12:40 wrote state.pth
20240914-14:12:40 --- epoch 1450 ----------------------------------------
20240914-14:12:40 current_test_accuracies 0.9707 0.9600 0.9757 0.9691 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:12:40 time_train=2259 time_c_quizzes=12370
20240914-14:12:40 nb_c_quizzes 3196
20240914-14:12:40 training model 1 (accuracy 0.9600499272346497)
20240914-14:12:40 training model 3 (accuracy 0.9690976738929749)
20240914-14:14:43 train_loss 1450 model 3 0.010391540695790354
20240914-14:14:43 train_loss 1450 model 1 0.010689908694255791
20240914-14:14:45 test_loss 1450 model 3 0.007088226989703373
20240914-14:14:45 test_loss 1450 model 1 0.008908333495708121
20240914-14:15:18 test_accuracy 1450 model 3 nb_correct 756 / 786 (96.18%)
20240914-14:15:19 test_accuracy 1450 model 1 nb_correct 781 / 811 (96.30%)
20240914-14:15:20 wrote ae_000.pth
20240914-14:15:20 wrote ae_001.pth
20240914-14:15:21 wrote ae_002.pth
20240914-14:15:22 wrote ae_003.pth
20240914-14:15:22 wrote ae_004.pth
20240914-14:15:23 wrote ae_005.pth
20240914-14:15:24 wrote ae_006.pth
20240914-14:15:25 wrote ae_007.pth
20240914-14:15:25 wrote ae_008.pth
20240914-14:15:26 wrote ae_009.pth
20240914-14:15:26 epoch_duration 2min45s next_finish 14:18:12
20240914-14:15:26 wrote state.pth
20240914-14:15:26 --- epoch 1451 ----------------------------------------
20240914-14:15:26 current_test_accuracies 0.9707 0.9630 0.9757 0.9618 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:15:26 time_train=2417 time_c_quizzes=12370
20240914-14:15:26 nb_c_quizzes 3196
20240914-14:15:26 training model 3 (accuracy 0.9618320465087891)
20240914-14:15:26 training model 1 (accuracy 0.9630086421966553)
20240914-14:17:30 train_loss 1451 model 1 0.011329122633160296
20240914-14:17:30 train_loss 1451 model 3 0.010635693952571273
20240914-14:17:31 test_loss 1451 model 1 0.008303934309371642
20240914-14:17:31 test_loss 1451 model 3 0.007285433447043488
20240914-14:18:03 test_accuracy 1451 model 3 nb_correct 785 / 803 (97.76%)
20240914-14:18:05 test_accuracy 1451 model 1 nb_correct 778 / 809 (96.17%)
20240914-14:18:06 wrote ae_000.pth
20240914-14:18:06 wrote ae_001.pth
20240914-14:18:07 wrote ae_002.pth
20240914-14:18:08 wrote ae_003.pth
20240914-14:18:09 wrote ae_004.pth
20240914-14:18:09 wrote ae_005.pth
20240914-14:18:10 wrote ae_006.pth
20240914-14:18:11 wrote ae_007.pth
20240914-14:18:11 wrote ae_008.pth
20240914-14:18:12 wrote ae_009.pth
20240914-14:18:12 epoch_duration 2min46s next_finish 14:20:58
20240914-14:18:12 wrote state.pth
20240914-14:18:12 --- epoch 1452 ----------------------------------------
20240914-14:18:12 current_test_accuracies 0.9707 0.9617 0.9757 0.9776 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:18:12 time_train=2576 time_c_quizzes=12370
20240914-14:18:12 nb_c_quizzes 3196
20240914-14:18:12 training model 1 (accuracy 0.961681067943573)
20240914-14:18:12 training model 0 (accuracy 0.970695972442627)
20240914-14:20:16 train_loss 1452 model 1 0.011228444592990855
20240914-14:20:16 train_loss 1452 model 0 0.011162301530248442
20240914-14:20:18 test_loss 1452 model 1 0.00994334636155827
20240914-14:20:18 test_loss 1452 model 0 0.010790829929806022
20240914-14:20:51 test_accuracy 1452 model 1 nb_correct 769 / 798 (96.37%)
20240914-14:20:54 test_accuracy 1452 model 0 nb_correct 765 / 792 (96.59%)
20240914-14:20:55 wrote ae_000.pth
20240914-14:20:56 wrote ae_001.pth
20240914-14:20:56 wrote ae_002.pth
20240914-14:20:57 wrote ae_003.pth
20240914-14:20:58 wrote ae_004.pth
20240914-14:20:58 wrote ae_005.pth
20240914-14:20:59 wrote ae_006.pth
20240914-14:21:00 wrote ae_007.pth
20240914-14:21:00 wrote ae_008.pth
20240914-14:21:01 wrote ae_009.pth
20240914-14:21:01 epoch_duration 2min48s next_finish 14:23:50
20240914-14:21:01 wrote state.pth
20240914-14:21:01 --- epoch 1453 ----------------------------------------
20240914-14:21:01 current_test_accuracies 0.9659 0.9637 0.9757 0.9776 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:21:01 time_train=2738 time_c_quizzes=12370
20240914-14:21:01 nb_c_quizzes 3196
20240914-14:21:01 training model 1 (accuracy 0.9636591672897339)
20240914-14:21:01 training model 0 (accuracy 0.9659090638160706)
20240914-14:23:04 train_loss 1453 model 0 0.011371790748954481
20240914-14:23:04 train_loss 1453 model 1 0.010844434535176334
20240914-14:23:06 test_loss 1453 model 0 0.007857126469504294
20240914-14:23:06 test_loss 1453 model 1 0.005613086242627396
20240914-14:23:38 test_accuracy 1453 model 0 nb_correct 771 / 795 (96.98%)
20240914-14:23:42 test_accuracy 1453 model 1 nb_correct 765 / 795 (96.23%)
20240914-14:23:43 wrote ae_000.pth
20240914-14:23:44 wrote ae_001.pth
20240914-14:23:44 wrote ae_002.pth
20240914-14:23:45 wrote ae_003.pth
20240914-14:23:46 wrote ae_004.pth
20240914-14:23:46 wrote ae_005.pth
20240914-14:23:47 wrote ae_006.pth
20240914-14:23:48 wrote ae_007.pth
20240914-14:23:49 wrote ae_008.pth
20240914-14:23:49 wrote ae_009.pth
20240914-14:23:49 epoch_duration 2min48s next_finish 14:26:37
20240914-14:23:49 wrote state.pth
20240914-14:23:49 --- epoch 1454 ----------------------------------------
20240914-14:23:49 current_test_accuracies 0.9698 0.9623 0.9757 0.9776 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:23:49 time_train=2899 time_c_quizzes=12370
20240914-14:23:49 nb_c_quizzes 3196
20240914-14:23:49 training model 1 (accuracy 0.9622641801834106)
20240914-14:23:49 training model 0 (accuracy 0.9698113203048706)
20240914-14:25:53 train_loss 1454 model 0 0.010571634179905231
20240914-14:25:53 train_loss 1454 model 1 0.010802545748983448
20240914-14:25:54 test_loss 1454 model 0 0.006612062369185878
20240914-14:25:54 test_loss 1454 model 1 0.006675243170580813
20240914-14:26:28 test_accuracy 1454 model 0 nb_correct 775 / 801 (96.75%)
20240914-14:26:29 test_accuracy 1454 model 1 nb_correct 773 / 806 (95.91%)
20240914-14:26:30 wrote ae_000.pth
20240914-14:26:30 wrote ae_001.pth
20240914-14:26:31 wrote ae_002.pth
20240914-14:26:32 wrote ae_003.pth
20240914-14:26:32 wrote ae_004.pth
20240914-14:26:33 wrote ae_005.pth
20240914-14:26:34 wrote ae_006.pth
20240914-14:26:34 wrote ae_007.pth
20240914-14:26:35 wrote ae_008.pth
20240914-14:26:36 wrote ae_009.pth
20240914-14:26:36 epoch_duration 2min46s next_finish 14:29:22
20240914-14:26:36 wrote state.pth
20240914-14:26:36 --- epoch 1455 ----------------------------------------
20240914-14:26:36 current_test_accuracies 0.9675 0.9591 0.9757 0.9776 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:26:36 time_train=3058 time_c_quizzes=12370
20240914-14:26:36 nb_c_quizzes 3196
20240914-14:26:36 training model 1 (accuracy 0.959057092666626)
20240914-14:26:36 training model 0 (accuracy 0.9675405621528625)
20240914-14:28:39 train_loss 1455 model 0 0.010924855850737004
20240914-14:28:39 train_loss 1455 model 1 0.011203991008002276
20240914-14:28:41 test_loss 1455 model 0 0.006511831808327884
20240914-14:28:41 test_loss 1455 model 1 0.008479008054223414
20240914-14:29:16 test_accuracy 1455 model 0 nb_correct 767 / 787 (97.46%)
20240914-14:29:18 test_accuracy 1455 model 1 nb_correct 797 / 819 (97.31%)
20240914-14:29:19 wrote ae_000.pth
20240914-14:29:20 wrote ae_001.pth
20240914-14:29:21 wrote ae_002.pth
20240914-14:29:21 wrote ae_003.pth
20240914-14:29:22 wrote ae_004.pth
20240914-14:29:23 wrote ae_005.pth
20240914-14:29:23 wrote ae_006.pth
20240914-14:29:24 wrote ae_007.pth
20240914-14:29:25 wrote ae_008.pth
20240914-14:29:26 wrote ae_009.pth
20240914-14:29:26 epoch_duration 2min49s next_finish 14:32:15
20240914-14:29:26 wrote state.pth
20240914-14:29:26 --- epoch 1456 ----------------------------------------
20240914-14:29:26 current_test_accuracies 0.9746 0.9731 0.9757 0.9776 0.9812 0.9734 0.9812 0.9731 0.9719 0.9753
20240914-14:29:26 time_train=3220 time_c_quizzes=12370
20240914-14:29:26 nb_c_quizzes 3196
20240914-14:29:26 training model 8 (accuracy 0.9718826413154602)
20240914-14:29:26 training model 7 (accuracy 0.9731113910675049)
20240914-14:31:29 train_loss 1456 model 8 0.0116345523568325
20240914-14:31:29 train_loss 1456 model 7 0.011780237282469897
20240914-14:31:31 test_loss 1456 model 8 0.00689881470398177
20240914-14:31:31 test_loss 1456 model 7 0.009255036803574512
20240914-14:32:07 test_accuracy 1456 model 7 nb_correct 785 / 816 (96.20%)
20240914-14:32:07 test_accuracy 1456 model 8 nb_correct 754 / 790 (95.44%)
20240914-14:32:08 wrote ae_000.pth
20240914-14:32:09 wrote ae_001.pth
20240914-14:32:09 wrote ae_002.pth
20240914-14:32:10 wrote ae_003.pth
20240914-14:32:11 wrote ae_004.pth
20240914-14:32:12 wrote ae_005.pth
20240914-14:32:12 wrote ae_006.pth
20240914-14:32:13 wrote ae_007.pth
20240914-14:32:14 wrote ae_008.pth
20240914-14:32:14 wrote ae_009.pth
20240914-14:32:14 epoch_duration 2min48s next_finish 14:35:03
20240914-14:32:14 wrote state.pth
20240914-14:32:14 --- epoch 1457 ----------------------------------------
20240914-14:32:14 current_test_accuracies 0.9746 0.9731 0.9757 0.9776 0.9812 0.9734 0.9812 0.9620 0.9544 0.9753
20240914-14:32:14 time_train=3381 time_c_quizzes=12370
20240914-14:32:14 nb_c_quizzes 3196
20240914-14:32:14 training model 8 (accuracy 0.9544304013252258)
20240914-14:32:14 training model 7 (accuracy 0.9620097875595093)
20240914-14:34:18 train_loss 1457 model 8 0.010660237284567756
20240914-14:34:18 train_loss 1457 model 7 0.0119145900732874
20240914-14:34:19 test_loss 1457 model 8 0.00854177371892888
20240914-14:34:19 test_loss 1457 model 7 0.006419873542291299
20240914-14:34:52 test_accuracy 1457 model 7 nb_correct 782 / 809 (96.66%)
20240914-14:34:55 test_accuracy 1457 model 8 nb_correct 758 / 785 (96.56%)
20240914-14:34:56 wrote ae_000.pth
20240914-14:34:56 wrote ae_001.pth
20240914-14:34:57 wrote ae_002.pth
20240914-14:34:58 wrote ae_003.pth
20240914-14:34:59 wrote ae_004.pth
20240914-14:34:59 wrote ae_005.pth
20240914-14:35:00 wrote ae_006.pth
20240914-14:35:01 wrote ae_007.pth
20240914-14:35:01 wrote ae_008.pth
20240914-14:35:02 wrote ae_009.pth
20240914-14:35:02 epoch_duration 2min47s next_finish 14:37:50
20240914-14:35:02 wrote state.pth
20240914-14:35:02 --- epoch 1458 ----------------------------------------
20240914-14:35:02 current_test_accuracies 0.9746 0.9731 0.9757 0.9776 0.9812 0.9734 0.9812 0.9666 0.9656 0.9753
20240914-14:35:02 time_train=3541 time_c_quizzes=12370
20240914-14:35:02 nb_c_quizzes 3196
20240914-14:35:02 training model 8 (accuracy 0.9656050801277161)
20240914-14:35:02 training model 7 (accuracy 0.966625452041626)
20240914-14:37:05 train_loss 1458 model 7 0.011647570289702343
20240914-14:37:05 train_loss 1458 model 8 0.010971796971425647
20240914-14:37:07 test_loss 1458 model 7 0.007912667015170882
20240914-14:37:07 test_loss 1458 model 8 0.009559314508192075
20240914-14:37:41 test_accuracy 1458 model 8 nb_correct 776 / 805 (96.40%)
20240914-14:37:44 test_accuracy 1458 model 7 nb_correct 765 / 788 (97.08%)
20240914-14:37:45 wrote ae_000.pth
20240914-14:37:46 wrote ae_001.pth
20240914-14:37:46 wrote ae_002.pth
20240914-14:37:47 wrote ae_003.pth
20240914-14:37:48 wrote ae_004.pth
20240914-14:37:48 wrote ae_005.pth
20240914-14:37:49 wrote ae_006.pth
20240914-14:37:50 wrote ae_007.pth
20240914-14:37:51 wrote ae_008.pth
20240914-14:37:51 wrote ae_009.pth
20240914-14:37:51 epoch_duration 2min49s next_finish 14:40:40
20240914-14:37:51 wrote state.pth
20240914-14:37:51 --- epoch 1459 ----------------------------------------
20240914-14:37:51 current_test_accuracies 0.9746 0.9731 0.9757 0.9776 0.9812 0.9734 0.9812 0.9708 0.9640 0.9753
20240914-14:37:51 time_train=3703 time_c_quizzes=12370
20240914-14:37:51 nb_c_quizzes 3196
20240914-14:37:51 training model 8 (accuracy 0.9639751315116882)
20240914-14:37:51 training model 7 (accuracy 0.970812201499939)
20240914-14:39:54 train_loss 1459 model 8 0.011114028559319195
20240914-14:39:55 train_loss 1459 model 7 0.011734764533750422
20240914-14:39:56 test_loss 1459 model 8 0.007250584030123619
20240914-14:39:56 test_loss 1459 model 7 0.007434614480774826
20240914-14:40:31 test_accuracy 1459 model 7 nb_correct 756 / 786 (96.18%)
20240914-14:40:31 test_accuracy 1459 model 8 nb_correct 789 / 805 (98.01%)
20240914-14:40:32 wrote ae_000.pth
20240914-14:40:32 wrote ae_001.pth
20240914-14:40:33 wrote ae_002.pth
20240914-14:40:34 wrote ae_003.pth
20240914-14:40:34 wrote ae_004.pth
20240914-14:40:35 wrote ae_005.pth
20240914-14:40:36 wrote ae_006.pth
20240914-14:40:36 wrote ae_007.pth
20240914-14:40:37 wrote ae_008.pth
20240914-14:40:38 wrote ae_009.pth
20240914-14:40:38 epoch_duration 2min46s next_finish 14:43:24
20240914-14:40:38 wrote state.pth
20240914-14:40:38 --- epoch 1460 ----------------------------------------
20240914-14:40:38 current_test_accuracies 0.9746 0.9731 0.9757 0.9776 0.9812 0.9734 0.9812 0.9618 0.9801 0.9753
20240914-14:40:38 time_train=3862 time_c_quizzes=12370
20240914-14:40:38 nb_c_quizzes 3196
20240914-14:40:38 training model 7 (accuracy 0.9618320465087891)
20240914-14:40:38 training model 1 (accuracy 0.9731379747390747)
20240914-14:42:41 train_loss 1460 model 1 0.011080028367020987
20240914-14:42:41 train_loss 1460 model 7 0.011750809525899967
20240914-14:42:43 test_loss 1460 model 1 0.007445221167228055
20240914-14:42:43 test_loss 1460 model 7 0.007855315450898103
20240914-14:43:15 test_accuracy 1460 model 7 nb_correct 788 / 807 (97.65%)
20240914-14:43:18 test_accuracy 1460 model 1 nb_correct 778 / 814 (95.58%)
20240914-14:43:19 wrote ae_000.pth
20240914-14:43:19 wrote ae_001.pth
20240914-14:43:20 wrote ae_002.pth
20240914-14:43:21 wrote ae_003.pth
20240914-14:43:21 wrote ae_004.pth
20240914-14:43:22 wrote ae_005.pth
20240914-14:43:23 wrote ae_006.pth
20240914-14:43:24 wrote ae_007.pth
20240914-14:43:24 wrote ae_008.pth
20240914-14:43:25 wrote ae_009.pth
20240914-14:43:25 epoch_duration 2min47s next_finish 14:46:12
20240914-14:43:25 wrote state.pth
20240914-14:43:25 --- epoch 1461 ----------------------------------------
20240914-14:43:25 current_test_accuracies 0.9746 0.9558 0.9757 0.9776 0.9812 0.9734 0.9812 0.9765 0.9801 0.9753
20240914-14:43:25 time_train=4022 time_c_quizzes=12370
20240914-14:43:25 nb_c_quizzes 3196
20240914-14:43:25 training model 1 (accuracy 0.9557739496231079)
20240914-14:43:25 training model 5 (accuracy 0.9733840227127075)
20240914-14:45:29 train_loss 1461 model 5 0.011071511833916702
20240914-14:45:29 train_loss 1461 model 1 0.011227954314117597
20240914-14:45:30 test_loss 1461 model 5 0.008186571369364515
20240914-14:45:30 test_loss 1461 model 1 0.00717679183264579
20240914-14:46:06 test_accuracy 1461 model 5 nb_correct 772 / 799 (96.62%)
20240914-14:46:07 test_accuracy 1461 model 1 nb_correct 798 / 831 (96.03%)
20240914-14:46:08 wrote ae_000.pth
20240914-14:46:09 wrote ae_001.pth
20240914-14:46:10 wrote ae_002.pth
20240914-14:46:10 wrote ae_003.pth
20240914-14:46:11 wrote ae_004.pth
20240914-14:46:12 wrote ae_005.pth
20240914-14:46:12 wrote ae_006.pth
20240914-14:46:13 wrote ae_007.pth
20240914-14:46:14 wrote ae_008.pth
20240914-14:46:15 wrote ae_009.pth
20240914-14:46:15 epoch_duration 2min49s next_finish 14:49:04
20240914-14:46:15 wrote state.pth
20240914-14:46:15 --- epoch 1462 ----------------------------------------
20240914-14:46:15 current_test_accuracies 0.9746 0.9603 0.9757 0.9776 0.9812 0.9662 0.9812 0.9765 0.9801 0.9753
20240914-14:46:15 time_train=4184 time_c_quizzes=12370
20240914-14:46:15 nb_c_quizzes 3196
20240914-14:46:15 training model 1 (accuracy 0.9602888226509094)
20240914-14:46:15 training model 5 (accuracy 0.96620774269104)
20240914-14:48:18 train_loss 1462 model 1 0.011194082562735274
20240914-14:48:18 train_loss 1462 model 5 0.010470270985898424
20240914-14:48:20 test_loss 1462 model 1 0.006647018248486347
20240914-14:48:20 test_loss 1462 model 5 0.010475064345720852
20240914-14:48:54 test_accuracy 1462 model 5 nb_correct 776 / 801 (96.88%)
20240914-14:48:57 test_accuracy 1462 model 1 nb_correct 762 / 788 (96.70%)
20240914-14:48:57 wrote ae_000.pth
20240914-14:48:58 wrote ae_001.pth
20240914-14:48:59 wrote ae_002.pth
20240914-14:49:00 wrote ae_003.pth
20240914-14:49:00 wrote ae_004.pth
20240914-14:49:01 wrote ae_005.pth
20240914-14:49:02 wrote ae_006.pth
20240914-14:49:02 wrote ae_007.pth
20240914-14:49:03 wrote ae_008.pth
20240914-14:49:04 wrote ae_009.pth
20240914-14:49:04 epoch_duration 2min49s next_finish 14:51:53
20240914-14:49:04 wrote state.pth
20240914-14:49:04 --- epoch 1463 ----------------------------------------
20240914-14:49:04 current_test_accuracies 0.9746 0.9670 0.9757 0.9776 0.9812 0.9688 0.9812 0.9765 0.9801 0.9753
20240914-14:49:04 time_train=4346 time_c_quizzes=12370
20240914-14:49:04 nb_c_quizzes 3196
20240914-14:49:04 training model 1 (accuracy 0.9670050740242004)
20240914-14:49:04 training model 5 (accuracy 0.9687890410423279)
20240914-14:51:07 train_loss 1463 model 1 0.010863936208073938
20240914-14:51:07 train_loss 1463 model 5 0.010358790615360703
20240914-14:51:08 test_loss 1463 model 1 0.008602960960104867
20240914-14:51:09 test_loss 1463 model 5 0.00891361326017801
20240914-14:51:42 test_accuracy 1463 model 5 nb_correct 775 / 803 (96.51%)
20240914-14:51:45 test_accuracy 1463 model 1 nb_correct 780 / 797 (97.87%)
20240914-14:51:46 wrote ae_000.pth
20240914-14:51:46 wrote ae_001.pth
20240914-14:51:47 wrote ae_002.pth
20240914-14:51:48 wrote ae_003.pth
20240914-14:51:49 wrote ae_004.pth
20240914-14:51:49 wrote ae_005.pth
20240914-14:51:50 wrote ae_006.pth
20240914-14:51:51 wrote ae_007.pth
20240914-14:51:51 wrote ae_008.pth
20240914-14:51:52 wrote ae_009.pth
20240914-14:51:52 epoch_duration 2min48s next_finish 14:54:40
20240914-14:51:52 wrote state.pth
20240914-14:51:52 --- epoch 1464 ----------------------------------------
20240914-14:51:52 current_test_accuracies 0.9746 0.9787 0.9757 0.9776 0.9812 0.9651 0.9812 0.9765 0.9801 0.9753
20240914-14:51:52 time_train=4507 time_c_quizzes=12370
20240914-14:51:52 nb_c_quizzes 3196
20240914-14:51:52 training model 5 (accuracy 0.9651307463645935)
20240914-14:51:52 training model 0 (accuracy 0.9745870232582092)
20240914-14:53:55 train_loss 1464 model 0 0.01111337255415856
20240914-14:53:55 train_loss 1464 model 5 0.011062213972378231
20240914-14:53:57 test_loss 1464 model 0 0.009733070619287788
20240914-14:53:57 test_loss 1464 model 5 0.008331702248495531
20240914-14:54:31 test_accuracy 1464 model 5 nb_correct 781 / 801 (97.50%)
20240914-14:54:38 test_accuracy 1464 model 0 nb_correct 779 / 811 (96.05%)
20240914-14:54:39 wrote ae_000.pth
20240914-14:54:40 wrote ae_001.pth
20240914-14:54:41 wrote ae_002.pth
20240914-14:54:41 wrote ae_003.pth
20240914-14:54:42 wrote ae_004.pth
20240914-14:54:43 wrote ae_005.pth
20240914-14:54:43 wrote ae_006.pth
20240914-14:54:44 wrote ae_007.pth
20240914-14:54:45 wrote ae_008.pth
20240914-14:54:46 wrote ae_009.pth
20240914-14:54:46 epoch_duration 2min53s next_finish 14:57:39
20240914-14:54:46 wrote state.pth
20240914-14:54:46 --- epoch 1465 ----------------------------------------
20240914-14:54:46 current_test_accuracies 0.9605 0.9787 0.9757 0.9776 0.9812 0.9750 0.9812 0.9765 0.9801 0.9753
20240914-14:54:46 time_train=4673 time_c_quizzes=12370
20240914-14:54:46 nb_c_quizzes 3196
20240914-14:54:46 training model 0 (accuracy 0.9605425596237183)
20240914-14:54:46 training model 5 (accuracy 0.9750311970710754)
20240914-14:56:49 train_loss 1465 model 0 0.011189099795118637
20240914-14:56:49 train_loss 1465 model 5 0.010942063795253488
20240914-14:56:50 test_loss 1465 model 0 0.010346023579114672
20240914-14:56:51 test_loss 1465 model 5 0.005550919195258075
20240914-14:57:25 test_accuracy 1465 model 5 nb_correct 743 / 791 (93.93%)
20240914-14:57:28 test_accuracy 1465 model 0 nb_correct 801 / 822 (97.45%)
20240914-14:57:29 wrote ae_000.pth
20240914-14:57:29 wrote ae_001.pth
20240914-14:57:30 wrote ae_002.pth
20240914-14:57:31 wrote ae_003.pth
20240914-14:57:31 wrote ae_004.pth
20240914-14:57:32 wrote ae_005.pth
20240914-14:57:33 wrote ae_006.pth
20240914-14:57:34 wrote ae_007.pth
20240914-14:57:34 wrote ae_008.pth
20240914-14:57:35 wrote ae_009.pth
20240914-14:57:35 epoch_duration 2min49s next_finish 15:00:24
20240914-14:57:35 wrote state.pth
20240914-14:57:35 --- epoch 1466 ----------------------------------------
20240914-14:57:35 current_test_accuracies 0.9745 0.9787 0.9757 0.9776 0.9812 0.9393 0.9812 0.9765 0.9801 0.9753
20240914-14:57:35 time_train=4835 time_c_quizzes=12370
20240914-14:57:35 nb_c_quizzes 3196
20240914-14:57:35 training model 5 (accuracy 0.9393173456192017)
20240914-14:57:35 training model 0 (accuracy 0.974452555179596)
20240914-14:59:38 train_loss 1466 model 5 0.011223534388936059
20240914-14:59:38 train_loss 1466 model 0 0.011119449411651657
20240914-14:59:40 test_loss 1466 model 5 0.006365825774719625
20240914-14:59:40 test_loss 1466 model 0 0.005399147497763579
20240914-15:00:12 test_accuracy 1466 model 0 nb_correct 762 / 800 (95.25%)
20240914-15:00:16 test_accuracy 1466 model 5 nb_correct 771 / 803 (96.01%)
20240914-15:00:17 wrote ae_000.pth
20240914-15:00:17 wrote ae_001.pth
20240914-15:00:18 wrote ae_002.pth
20240914-15:00:19 wrote ae_003.pth
20240914-15:00:19 wrote ae_004.pth
20240914-15:00:20 wrote ae_005.pth
20240914-15:00:21 wrote ae_006.pth
20240914-15:00:22 wrote ae_007.pth
20240914-15:00:22 wrote ae_008.pth
20240914-15:00:23 wrote ae_009.pth
20240914-15:00:23 epoch_duration 2min47s next_finish 15:03:11
20240914-15:00:23 wrote state.pth
20240914-15:00:23 --- epoch 1467 ----------------------------------------
20240914-15:00:23 current_test_accuracies 0.9525 0.9787 0.9757 0.9776 0.9812 0.9601 0.9812 0.9765 0.9801 0.9753
20240914-15:00:23 time_train=4995 time_c_quizzes=12370
20240914-15:00:23 nb_c_quizzes 3196
20240914-15:00:23 training model 0 (accuracy 0.9524999856948853)
20240914-15:00:23 training model 5 (accuracy 0.9601494669914246)
20240914-15:02:26 train_loss 1467 model 5 0.011346510432045761
20240914-15:02:26 train_loss 1467 model 0 0.010554682146624146
20240914-15:02:28 test_loss 1467 model 5 0.007308573661338613
20240914-15:02:28 test_loss 1467 model 0 0.008726248351271693
20240914-15:03:01 test_accuracy 1467 model 5 nb_correct 773 / 798 (96.87%)
20240914-15:03:01 test_accuracy 1467 model 0 nb_correct 769 / 788 (97.59%)
20240914-15:03:02 wrote ae_000.pth
20240914-15:03:03 wrote ae_001.pth
20240914-15:03:04 wrote ae_002.pth
20240914-15:03:04 wrote ae_003.pth
20240914-15:03:05 wrote ae_004.pth
20240914-15:03:06 wrote ae_005.pth
20240914-15:03:06 wrote ae_006.pth
20240914-15:03:07 wrote ae_007.pth
20240914-15:03:08 wrote ae_008.pth
20240914-15:03:08 wrote ae_009.pth
20240914-15:03:08 epoch_duration 2min45s next_finish 15:05:54
20240914-15:03:08 wrote state.pth
20240914-15:03:08 --- epoch 1468 ----------------------------------------
20240914-15:03:08 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9687 0.9812 0.9765 0.9801 0.9753
20240914-15:03:08 time_train=5153 time_c_quizzes=12370
20240914-15:03:08 nb_c_quizzes 3196
20240914-15:03:08 training model 5 (accuracy 0.9686716794967651)
20240914-15:03:08 training model 9 (accuracy 0.9753086566925049)
20240914-15:05:12 train_loss 1468 model 9 0.010996885702275904
20240914-15:05:12 train_loss 1468 model 5 0.011053279199284588
20240914-15:05:13 test_loss 1468 model 9 0.008461836068090634
20240914-15:05:13 test_loss 1468 model 5 0.007708386464534556
20240914-15:05:49 test_accuracy 1468 model 5 nb_correct 767 / 804 (95.40%)
20240914-15:05:53 test_accuracy 1468 model 9 nb_correct 754 / 793 (95.08%)
20240914-15:05:54 wrote ae_000.pth
20240914-15:05:54 wrote ae_001.pth
20240914-15:05:55 wrote ae_002.pth
20240914-15:05:56 wrote ae_003.pth
20240914-15:05:57 wrote ae_004.pth
20240914-15:05:57 wrote ae_005.pth
20240914-15:05:58 wrote ae_006.pth
20240914-15:05:59 wrote ae_007.pth
20240914-15:05:59 wrote ae_008.pth
20240914-15:06:00 wrote ae_009.pth
20240914-15:06:00 epoch_duration 2min51s next_finish 15:08:51
20240914-15:06:00 wrote state.pth
20240914-15:06:00 --- epoch 1469 ----------------------------------------
20240914-15:06:00 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9540 0.9812 0.9765 0.9801 0.9508
20240914-15:06:00 time_train=5317 time_c_quizzes=12370
20240914-15:06:00 nb_c_quizzes 3196
20240914-15:06:00 training model 9 (accuracy 0.9508196711540222)
20240914-15:06:00 training model 5 (accuracy 0.9539800882339478)
20240914-15:08:04 train_loss 1469 model 9 0.011602224626716633
20240914-15:08:04 train_loss 1469 model 5 0.011078816186819494
20240914-15:08:05 test_loss 1469 model 9 0.006178800425139031
20240914-15:08:05 test_loss 1469 model 5 0.004835332069569631
20240914-15:08:40 test_accuracy 1469 model 5 nb_correct 782 / 806 (97.02%)
20240914-15:08:46 test_accuracy 1469 model 9 nb_correct 732 / 764 (95.81%)
20240914-15:08:47 wrote ae_000.pth
20240914-15:08:48 wrote ae_001.pth
20240914-15:08:48 wrote ae_002.pth
20240914-15:08:49 wrote ae_003.pth
20240914-15:08:50 wrote ae_004.pth
20240914-15:08:50 wrote ae_005.pth
20240914-15:08:51 wrote ae_006.pth
20240914-15:08:52 wrote ae_007.pth
20240914-15:08:52 wrote ae_008.pth
20240914-15:08:53 wrote ae_009.pth
20240914-15:08:53 epoch_duration 2min53s next_finish 15:11:46
20240914-15:08:53 wrote state.pth
20240914-15:08:53 --- epoch 1470 ----------------------------------------
20240914-15:08:53 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9702 0.9812 0.9765 0.9801 0.9581
20240914-15:08:53 time_train=5483 time_c_quizzes=12370
20240914-15:08:53 nb_c_quizzes 3196
20240914-15:08:53 training model 9 (accuracy 0.9581151604652405)
20240914-15:08:53 training model 5 (accuracy 0.9702233076095581)
20240914-15:10:57 train_loss 1470 model 5 0.011432409997048126
20240914-15:10:57 train_loss 1470 model 9 0.010735511027024585
20240914-15:10:58 test_loss 1470 model 5 0.00768544190499938
20240914-15:10:58 test_loss 1470 model 9 0.008184057806295187
20240914-15:11:30 test_accuracy 1470 model 9 nb_correct 763 / 795 (95.97%)
20240914-15:11:32 test_accuracy 1470 model 5 nb_correct 781 / 803 (97.26%)
20240914-15:11:33 wrote ae_000.pth
20240914-15:11:34 wrote ae_001.pth
20240914-15:11:34 wrote ae_002.pth
20240914-15:11:35 wrote ae_003.pth
20240914-15:11:36 wrote ae_004.pth
20240914-15:11:36 wrote ae_005.pth
20240914-15:11:37 wrote ae_006.pth
20240914-15:11:38 wrote ae_007.pth
20240914-15:11:38 wrote ae_008.pth
20240914-15:11:39 wrote ae_009.pth
20240914-15:11:39 epoch_duration 2min45s next_finish 15:14:25
20240914-15:11:39 wrote state.pth
20240914-15:11:39 --- epoch 1471 ----------------------------------------
20240914-15:11:39 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9726 0.9812 0.9765 0.9801 0.9597
20240914-15:11:39 time_train=5641 time_c_quizzes=12370
20240914-15:11:39 nb_c_quizzes 3196
20240914-15:11:39 training model 9 (accuracy 0.9597484469413757)
20240914-15:11:39 training model 5 (accuracy 0.9726027250289917)
20240914-15:13:42 train_loss 1471 model 9 0.011240932019669345
20240914-15:13:43 train_loss 1471 model 5 0.011513715170660589
20240914-15:13:44 test_loss 1471 model 9 0.006711030608354917
20240914-15:13:44 test_loss 1471 model 5 0.006945384047480729
20240914-15:14:21 test_accuracy 1471 model 9 nb_correct 771 / 797 (96.74%)
20240914-15:14:25 test_accuracy 1471 model 5 nb_correct 743 / 775 (95.87%)
20240914-15:14:25 wrote ae_000.pth
20240914-15:14:26 wrote ae_001.pth
20240914-15:14:27 wrote ae_002.pth
20240914-15:14:27 wrote ae_003.pth
20240914-15:14:28 wrote ae_004.pth
20240914-15:14:29 wrote ae_005.pth
20240914-15:14:30 wrote ae_006.pth
20240914-15:14:30 wrote ae_007.pth
20240914-15:14:31 wrote ae_008.pth
20240914-15:14:32 wrote ae_009.pth
20240914-15:14:32 epoch_duration 2min52s next_finish 15:17:24
20240914-15:14:32 wrote state.pth
20240914-15:14:32 --- epoch 1472 ----------------------------------------
20240914-15:14:32 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9587 0.9812 0.9765 0.9801 0.9674
20240914-15:14:32 time_train=5806 time_c_quizzes=12370
20240914-15:14:32 nb_c_quizzes 3196
20240914-15:14:32 training model 5 (accuracy 0.9587096571922302)
20240914-15:14:32 training model 9 (accuracy 0.9673776626586914)
20240914-15:16:35 train_loss 1472 model 5 0.011095088459916951
20240914-15:16:35 train_loss 1472 model 9 0.010838125734446294
20240914-15:16:36 test_loss 1472 model 5 0.007219504928798415
20240914-15:16:37 test_loss 1472 model 9 0.00943855637191291
20240914-15:17:12 test_accuracy 1472 model 5 nb_correct 770 / 793 (97.10%)
20240914-15:17:14 test_accuracy 1472 model 9 nb_correct 765 / 792 (96.59%)
20240914-15:17:14 wrote ae_000.pth
20240914-15:17:15 wrote ae_001.pth
20240914-15:17:16 wrote ae_002.pth
20240914-15:17:17 wrote ae_003.pth
20240914-15:17:17 wrote ae_004.pth
20240914-15:17:18 wrote ae_005.pth
20240914-15:17:19 wrote ae_006.pth
20240914-15:17:19 wrote ae_007.pth
20240914-15:17:20 wrote ae_008.pth
20240914-15:17:21 wrote ae_009.pth
20240914-15:17:21 epoch_duration 2min49s next_finish 15:20:10
20240914-15:17:21 wrote state.pth
20240914-15:17:21 --- epoch 1473 ----------------------------------------
20240914-15:17:21 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9710 0.9812 0.9765 0.9801 0.9659
20240914-15:17:21 time_train=5968 time_c_quizzes=12370
20240914-15:17:21 nb_c_quizzes 3196
20240914-15:17:21 training model 9 (accuracy 0.9659090638160706)
20240914-15:17:21 training model 5 (accuracy 0.9709962010383606)
20240914-15:19:24 train_loss 1473 model 5 0.011036468437243457
20240914-15:19:24 train_loss 1473 model 9 0.010880753204914072
20240914-15:19:26 test_loss 1473 model 5 0.00787136526660106
20240914-15:19:26 test_loss 1473 model 9 0.008999393895317098
20240914-15:20:01 test_accuracy 1473 model 5 nb_correct 763 / 796 (95.85%)
20240914-15:20:02 test_accuracy 1473 model 9 nb_correct 775 / 803 (96.51%)
20240914-15:20:03 wrote ae_000.pth
20240914-15:20:03 wrote ae_001.pth
20240914-15:20:04 wrote ae_002.pth
20240914-15:20:05 wrote ae_003.pth
20240914-15:20:06 wrote ae_004.pth
20240914-15:20:06 wrote ae_005.pth
20240914-15:20:07 wrote ae_006.pth
20240914-15:20:08 wrote ae_007.pth
20240914-15:20:08 wrote ae_008.pth
20240914-15:20:09 wrote ae_009.pth
20240914-15:20:09 epoch_duration 2min48s next_finish 15:22:57
20240914-15:20:09 wrote state.pth
20240914-15:20:09 --- epoch 1474 ----------------------------------------
20240914-15:20:09 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9585 0.9812 0.9765 0.9801 0.9651
20240914-15:20:09 time_train=6129 time_c_quizzes=12370
20240914-15:20:09 nb_c_quizzes 3196
20240914-15:20:09 training model 5 (accuracy 0.9585427045822144)
20240914-15:20:09 training model 9 (accuracy 0.9651307463645935)
20240914-15:22:13 train_loss 1474 model 9 0.011260824056436832
20240914-15:22:13 train_loss 1474 model 5 0.011260789211299197
20240914-15:22:14 test_loss 1474 model 9 0.00591669809204447
20240914-15:22:14 test_loss 1474 model 5 0.0072150944673698095
20240914-15:22:46 test_accuracy 1474 model 9 nb_correct 773 / 806 (95.91%)
20240914-15:22:48 test_accuracy 1474 model 5 nb_correct 776 / 798 (97.24%)
20240914-15:22:49 wrote ae_000.pth
20240914-15:22:49 wrote ae_001.pth
20240914-15:22:50 wrote ae_002.pth
20240914-15:22:51 wrote ae_003.pth
20240914-15:22:52 wrote ae_004.pth
20240914-15:22:52 wrote ae_005.pth
20240914-15:22:53 wrote ae_006.pth
20240914-15:22:54 wrote ae_007.pth
20240914-15:22:54 wrote ae_008.pth
20240914-15:22:55 wrote ae_009.pth
20240914-15:22:55 epoch_duration 2min45s next_finish 15:25:41
20240914-15:22:55 wrote state.pth
20240914-15:22:55 --- epoch 1475 ----------------------------------------
20240914-15:22:55 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9724 0.9812 0.9765 0.9801 0.9591
20240914-15:22:55 time_train=6287 time_c_quizzes=12370
20240914-15:22:55 nb_c_quizzes 3196
20240914-15:22:55 training model 9 (accuracy 0.959057092666626)
20240914-15:22:55 training model 5 (accuracy 0.9724310636520386)
20240914-15:24:59 train_loss 1475 model 9 0.010915653893072886
20240914-15:24:59 train_loss 1475 model 5 0.010801797302926389
20240914-15:25:00 test_loss 1475 model 9 0.006292943526034378
20240914-15:25:00 test_loss 1475 model 5 0.00785502789572341
20240914-15:25:35 test_accuracy 1475 model 9 nb_correct 775 / 802 (96.63%)
20240914-15:25:35 test_accuracy 1475 model 5 nb_correct 764 / 798 (95.74%)
20240914-15:25:36 wrote ae_000.pth
20240914-15:25:36 wrote ae_001.pth
20240914-15:25:37 wrote ae_002.pth
20240914-15:25:38 wrote ae_003.pth
20240914-15:25:39 wrote ae_004.pth
20240914-15:25:39 wrote ae_005.pth
20240914-15:25:40 wrote ae_006.pth
20240914-15:25:41 wrote ae_007.pth
20240914-15:25:41 wrote ae_008.pth
20240914-15:25:42 wrote ae_009.pth
20240914-15:25:42 epoch_duration 2min46s next_finish 15:28:29
20240914-15:25:42 wrote state.pth
20240914-15:25:42 --- epoch 1476 ----------------------------------------
20240914-15:25:42 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9574 0.9812 0.9765 0.9801 0.9663
20240914-15:25:42 time_train=6447 time_c_quizzes=12370
20240914-15:25:42 nb_c_quizzes 3196
20240914-15:25:42 training model 5 (accuracy 0.9573934674263)
20240914-15:25:42 training model 9 (accuracy 0.9663341641426086)
20240914-15:27:45 train_loss 1476 model 9 0.010300291825067689
20240914-15:27:45 train_loss 1476 model 5 0.011027257509534137
20240914-15:27:47 test_loss 1476 model 9 0.00847874146400045
20240914-15:27:47 test_loss 1476 model 5 0.009111857159195047
20240914-15:28:20 test_accuracy 1476 model 9 nb_correct 761 / 790 (96.33%)
20240914-15:28:20 test_accuracy 1476 model 5 nb_correct 764 / 787 (97.08%)
20240914-15:28:21 wrote ae_000.pth
20240914-15:28:21 wrote ae_001.pth
20240914-15:28:22 wrote ae_002.pth
20240914-15:28:23 wrote ae_003.pth
20240914-15:28:23 wrote ae_004.pth
20240914-15:28:24 wrote ae_005.pth
20240914-15:28:25 wrote ae_006.pth
20240914-15:28:26 wrote ae_007.pth
20240914-15:28:26 wrote ae_008.pth
20240914-15:28:27 wrote ae_009.pth
20240914-15:28:27 epoch_duration 2min44s next_finish 15:31:12
20240914-15:28:27 wrote state.pth
20240914-15:28:27 --- epoch 1477 ----------------------------------------
20240914-15:28:27 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9708 0.9812 0.9765 0.9801 0.9633
20240914-15:28:27 time_train=6605 time_c_quizzes=12370
20240914-15:28:27 nb_c_quizzes 3196
20240914-15:28:27 training model 9 (accuracy 0.9632911682128906)
20240914-15:28:27 training model 5 (accuracy 0.9707750678062439)
20240914-15:30:30 train_loss 1477 model 5 0.010538276890338238
20240914-15:30:30 train_loss 1477 model 9 0.010818511375960953
20240914-15:30:32 test_loss 1477 model 5 0.008430895585047438
20240914-15:30:32 test_loss 1477 model 9 0.007058447159023018
20240914-15:31:08 test_accuracy 1477 model 5 nb_correct 766 / 796 (96.23%)
20240914-15:31:09 test_accuracy 1477 model 9 nb_correct 773 / 806 (95.91%)
20240914-15:31:10 wrote ae_000.pth
20240914-15:31:11 wrote ae_001.pth
20240914-15:31:11 wrote ae_002.pth
20240914-15:31:12 wrote ae_003.pth
20240914-15:31:13 wrote ae_004.pth
20240914-15:31:14 wrote ae_005.pth
20240914-15:31:14 wrote ae_006.pth
20240914-15:31:15 wrote ae_007.pth
20240914-15:31:16 wrote ae_008.pth
20240914-15:31:16 wrote ae_009.pth
20240914-15:31:16 epoch_duration 2min49s next_finish 15:34:06
20240914-15:31:16 wrote state.pth
20240914-15:31:16 --- epoch 1478 ----------------------------------------
20240914-15:31:16 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9623 0.9812 0.9765 0.9801 0.9591
20240914-15:31:16 time_train=6767 time_c_quizzes=12370
20240914-15:31:16 nb_c_quizzes 3196
20240914-15:31:16 training model 9 (accuracy 0.959057092666626)
20240914-15:31:16 training model 5 (accuracy 0.9623115658760071)
20240914-15:33:20 train_loss 1478 model 9 0.011362915970768881
20240914-15:33:20 train_loss 1478 model 5 0.010996396274411381
20240914-15:33:21 test_loss 1478 model 9 0.005986783501185755
20240914-15:33:22 test_loss 1478 model 5 0.004675623696660125
20240914-15:33:57 test_accuracy 1478 model 5 nb_correct 767 / 787 (97.46%)
20240914-15:34:00 test_accuracy 1478 model 9 nb_correct 751 / 783 (95.91%)
20240914-15:34:01 wrote ae_000.pth
20240914-15:34:02 wrote ae_001.pth
20240914-15:34:02 wrote ae_002.pth
20240914-15:34:03 wrote ae_003.pth
20240914-15:34:04 wrote ae_004.pth
20240914-15:34:04 wrote ae_005.pth
20240914-15:34:05 wrote ae_006.pth
20240914-15:34:06 wrote ae_007.pth
20240914-15:34:06 wrote ae_008.pth
20240914-15:34:07 wrote ae_009.pth
20240914-15:34:07 epoch_duration 2min50s next_finish 15:36:58
20240914-15:34:07 wrote state.pth
20240914-15:34:07 --- epoch 1479 ----------------------------------------
20240914-15:34:07 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9746 0.9812 0.9765 0.9801 0.9591
20240914-15:34:07 time_train=6930 time_c_quizzes=12370
20240914-15:34:07 nb_c_quizzes 3196
20240914-15:34:07 training model 9 (accuracy 0.9591315388679504)
20240914-15:34:07 training model 5 (accuracy 0.9745870232582092)
20240914-15:36:11 train_loss 1479 model 5 0.01109322767014237
20240914-15:36:11 train_loss 1479 model 9 0.01068614767271356
20240914-15:36:12 test_loss 1479 model 5 0.009172196757389183
20240914-15:36:12 test_loss 1479 model 9 0.007707000436937506
20240914-15:36:47 test_accuracy 1479 model 5 nb_correct 780 / 806 (96.77%)
20240914-15:36:48 test_accuracy 1479 model 9 nb_correct 762 / 779 (97.82%)
20240914-15:36:48 wrote ae_000.pth
20240914-15:36:49 wrote ae_001.pth
20240914-15:36:50 wrote ae_002.pth
20240914-15:36:51 wrote ae_003.pth
20240914-15:36:51 wrote ae_004.pth
20240914-15:36:52 wrote ae_005.pth
20240914-15:36:53 wrote ae_006.pth
20240914-15:36:53 wrote ae_007.pth
20240914-15:36:54 wrote ae_008.pth
20240914-15:36:55 wrote ae_009.pth
20240914-15:36:55 epoch_duration 2min47s next_finish 15:39:42
20240914-15:36:55 wrote state.pth
20240914-15:36:55 --- epoch 1480 ----------------------------------------
20240914-15:36:55 current_test_accuracies 0.9759 0.9787 0.9757 0.9776 0.9812 0.9677 0.9812 0.9765 0.9801 0.9782
20240914-15:36:55 time_train=7090 time_c_quizzes=12370
20240914-15:36:55 nb_c_quizzes 3196
20240914-15:36:55 training model 5 (accuracy 0.9677419066429138)
20240914-15:36:55 training model 2 (accuracy 0.9757343530654907)
20240914-15:38:58 train_loss 1480 model 5 0.011213137155460571
20240914-15:38:58 train_loss 1480 model 2 0.010636540331714059
20240914-15:39:00 test_loss 1480 model 5 0.008053258658519802
20240914-15:39:00 test_loss 1480 model 2 0.008985664209859578
20240914-15:39:34 test_accuracy 1480 model 5 nb_correct 785 / 804 (97.64%)
20240914-15:39:35 test_accuracy 1480 model 2 nb_correct 772 / 798 (96.74%)
20240914-15:39:36 wrote ae_000.pth
20240914-15:39:37 wrote ae_001.pth
20240914-15:39:37 wrote ae_002.pth
20240914-15:39:38 wrote ae_003.pth
20240914-15:39:39 wrote ae_004.pth
20240914-15:39:39 wrote ae_005.pth
20240914-15:39:40 wrote ae_006.pth
20240914-15:39:41 wrote ae_007.pth
20240914-15:39:41 wrote ae_008.pth
20240914-15:39:42 wrote ae_009.pth
20240914-15:39:42 epoch_duration 2min47s next_finish 15:42:29
20240914-15:39:42 wrote state.pth
20240914-15:39:42 --- epoch 1481 ----------------------------------------
20240914-15:39:42 current_test_accuracies 0.9759 0.9787 0.9674 0.9776 0.9812 0.9764 0.9812 0.9765 0.9801 0.9782
20240914-15:39:42 time_train=7250 time_c_quizzes=12370
20240914-15:39:42 nb_c_quizzes 3196
20240914-15:39:42 training model 2 (accuracy 0.9674185514450073)
20240914-15:39:42 training model 0 (accuracy 0.9758883118629456)
20240914-15:41:45 train_loss 1481 model 2 0.01141482829845654
20240914-15:41:46 train_loss 1481 model 0 0.011658896825334523
20240914-15:41:47 test_loss 1481 model 2 0.007513132330393546
20240914-15:41:47 test_loss 1481 model 0 0.008405999407023046
20240914-15:42:22 test_accuracy 1481 model 0 nb_correct 774 / 809 (95.67%)
20240914-15:42:24 test_accuracy 1481 model 2 nb_correct 781 / 798 (97.87%)
20240914-15:42:25 wrote ae_000.pth
20240914-15:42:25 wrote ae_001.pth
20240914-15:42:26 wrote ae_002.pth
20240914-15:42:27 wrote ae_003.pth
20240914-15:42:27 wrote ae_004.pth
20240914-15:42:28 wrote ae_005.pth
20240914-15:42:29 wrote ae_006.pth
20240914-15:42:30 wrote ae_007.pth
20240914-15:42:30 wrote ae_008.pth
20240914-15:42:31 wrote ae_009.pth
20240914-15:42:31 epoch_duration 2min48s next_finish 15:45:20
20240914-15:42:31 wrote state.pth
20240914-15:42:31 --- epoch 1482 ----------------------------------------
20240914-15:42:31 current_test_accuracies 0.9567 0.9787 0.9787 0.9776 0.9812 0.9764 0.9812 0.9765 0.9801 0.9782
20240914-15:42:31 time_train=7411 time_c_quizzes=12370
20240914-15:42:31 nb_c_quizzes 3196
20240914-15:42:31 training model 0 (accuracy 0.95673668384552)
20240914-15:42:31 training model 5 (accuracy 0.9763681888580322)
20240914-15:44:34 train_loss 1482 model 0 0.011161605666508876
20240914-15:44:34 train_loss 1482 model 5 0.01076618098182371
20240914-15:44:36 test_loss 1482 model 0 0.00843623581788151
20240914-15:44:36 test_loss 1482 model 5 0.005799587414348295
20240914-15:45:09 test_accuracy 1482 model 5 nb_correct 781 / 804 (97.14%)
20240914-15:45:09 test_accuracy 1482 model 0 nb_correct 765 / 799 (95.74%)
20240914-15:45:10 wrote ae_000.pth
20240914-15:45:11 wrote ae_001.pth
20240914-15:45:11 wrote ae_002.pth
20240914-15:45:12 wrote ae_003.pth
20240914-15:45:13 wrote ae_004.pth
20240914-15:45:14 wrote ae_005.pth
20240914-15:45:14 wrote ae_006.pth
20240914-15:45:15 wrote ae_007.pth
20240914-15:45:16 wrote ae_008.pth
20240914-15:45:16 wrote ae_009.pth
20240914-15:45:16 epoch_duration 2min45s next_finish 15:48:02
20240914-15:45:16 wrote state.pth
20240914-15:45:16 --- epoch 1483 ----------------------------------------
20240914-15:45:16 current_test_accuracies 0.9574 0.9787 0.9787 0.9776 0.9812 0.9714 0.9812 0.9765 0.9801 0.9782
20240914-15:45:16 time_train=7569 time_c_quizzes=12370
20240914-15:45:16 nb_c_quizzes 3196
20240914-15:45:16 training model 0 (accuracy 0.957446813583374)
20240914-15:45:16 training model 5 (accuracy 0.9713930487632751)
20240914-15:47:20 train_loss 1483 model 5 0.01109281613218809
20240914-15:47:20 train_loss 1483 model 0 0.010350498555395462
20240914-15:47:22 test_loss 1483 model 5 0.006118896767803505
20240914-15:47:22 test_loss 1483 model 0 0.005229071784242478
20240914-15:47:53 test_accuracy 1483 model 0 nb_correct 812 / 829 (97.95%)
20240914-15:47:56 test_accuracy 1483 model 5 nb_correct 782 / 797 (98.12%)
20240914-15:47:56 wrote ae_000.pth
20240914-15:47:57 wrote ae_001.pth
20240914-15:47:58 wrote ae_002.pth
20240914-15:47:58 wrote ae_003.pth
20240914-15:47:59 wrote ae_004.pth
20240914-15:48:00 wrote ae_005.pth
20240914-15:48:00 wrote ae_006.pth
20240914-15:48:01 wrote ae_007.pth
20240914-15:48:02 wrote ae_008.pth
20240914-15:48:02 wrote ae_009.pth
20240914-15:48:02 epoch_duration 2min46s next_finish 15:50:49
20240914-15:48:02 wrote state.pth
20240914-15:48:02 --- epoch 1484 ----------------------------------------
20240914-15:48:02 current_test_accuracies 0.9795 0.9787 0.9787 0.9776 0.9812 0.9812 0.9812 0.9765 0.9801 0.9782
20240914-15:48:02 time_train=7728 time_c_quizzes=12370
20240914-15:48:02 nb_c_quizzes 3196
20240914-15:48:02 training model 7 (accuracy 0.9764559864997864)
20240914-15:48:02 training model 3 (accuracy 0.9775840640068054)
20240914-15:50:06 train_loss 1484 model 7 0.012685065858526287
20240914-15:50:06 train_loss 1484 model 3 0.0107554064891101
20240914-15:50:07 test_loss 1484 model 7 0.009434281556104906
20240914-15:50:07 test_loss 1484 model 3 0.006965955251092737
20240914-15:50:44 test_accuracy 1484 model 3 nb_correct 781 / 812 (96.18%)
20240914-15:50:44 test_accuracy 1484 model 7 nb_correct 756 / 779 (97.05%)
20240914-15:50:45 wrote ae_000.pth
20240914-15:50:45 wrote ae_001.pth
20240914-15:50:46 wrote ae_002.pth
20240914-15:50:47 wrote ae_003.pth
20240914-15:50:47 wrote ae_004.pth
20240914-15:50:48 wrote ae_005.pth
20240914-15:50:49 wrote ae_006.pth
20240914-15:50:49 wrote ae_007.pth
20240914-15:50:50 wrote ae_008.pth
20240914-15:50:51 wrote ae_009.pth
20240914-15:50:51 epoch_duration 2min48s next_finish 15:53:39
20240914-15:50:51 wrote state.pth
20240914-15:50:51 --- epoch 1485 ----------------------------------------
20240914-15:50:51 current_test_accuracies 0.9795 0.9787 0.9787 0.9618 0.9812 0.9812 0.9812 0.9705 0.9801 0.9782
20240914-15:50:51 time_train=7889 time_c_quizzes=12370
20240914-15:50:51 nb_c_quizzes 3196
20240914-15:50:51 training model 3 (accuracy 0.9618226885795593)
20240914-15:50:51 training model 7 (accuracy 0.9704749584197998)
20240914-15:52:54 train_loss 1485 model 3 0.010200842487069166
20240914-15:52:54 train_loss 1485 model 7 0.01223267780472088
20240914-15:52:56 test_loss 1485 model 3 0.007571996098458556
20240914-15:52:56 test_loss 1485 model 7 0.008602654363664896
20240914-15:53:28 test_accuracy 1485 model 3 nb_correct 766 / 797 (96.11%)
20240914-15:53:37 test_accuracy 1485 model 7 nb_correct 772 / 798 (96.74%)
20240914-15:53:37 wrote ae_000.pth
20240914-15:53:38 wrote ae_001.pth
20240914-15:53:39 wrote ae_002.pth
20240914-15:53:40 wrote ae_003.pth
20240914-15:53:40 wrote ae_004.pth
20240914-15:53:41 wrote ae_005.pth
20240914-15:53:42 wrote ae_006.pth
20240914-15:53:42 wrote ae_007.pth
20240914-15:53:43 wrote ae_008.pth
20240914-15:53:44 wrote ae_009.pth
20240914-15:53:44 epoch_duration 2min52s next_finish 15:56:37
20240914-15:53:44 wrote state.pth
20240914-15:53:44 --- epoch 1486 ----------------------------------------
20240914-15:53:44 current_test_accuracies 0.9795 0.9787 0.9787 0.9611 0.9812 0.9812 0.9812 0.9674 0.9801 0.9782
20240914-15:53:44 time_train=8054 time_c_quizzes=12370
20240914-15:53:44 nb_c_quizzes 3196
20240914-15:53:44 training model 3 (accuracy 0.961104154586792)
20240914-15:53:44 training model 7 (accuracy 0.9674185514450073)
20240914-15:55:47 train_loss 1486 model 7 0.011587313721316604
20240914-15:55:47 train_loss 1486 model 3 0.0114429020559528
20240914-15:55:49 test_loss 1486 model 7 0.009247083000795442
20240914-15:55:49 test_loss 1486 model 3 0.009082296893114971
20240914-15:56:24 test_accuracy 1486 model 3 nb_correct 784 / 803 (97.63%)
20240914-15:56:27 test_accuracy 1486 model 7 nb_correct 800 / 825 (96.97%)
20240914-15:56:28 wrote ae_000.pth
20240914-15:56:29 wrote ae_001.pth
20240914-15:56:30 wrote ae_002.pth
20240914-15:56:30 wrote ae_003.pth
20240914-15:56:31 wrote ae_004.pth
20240914-15:56:32 wrote ae_005.pth
20240914-15:56:32 wrote ae_006.pth
20240914-15:56:33 wrote ae_007.pth
20240914-15:56:34 wrote ae_008.pth
20240914-15:56:34 wrote ae_009.pth
20240914-15:56:34 epoch_duration 2min50s next_finish 15:59:25
20240914-15:56:34 wrote state.pth
20240914-15:56:34 --- epoch 1487 ----------------------------------------
20240914-15:56:34 current_test_accuracies 0.9795 0.9787 0.9787 0.9763 0.9812 0.9812 0.9812 0.9697 0.9801 0.9782
20240914-15:56:34 time_train=8217 time_c_quizzes=12370
20240914-15:56:34 nb_c_quizzes 3196
20240914-15:56:34 training model 7 (accuracy 0.9696969985961914)
20240914-15:56:34 training model 3 (accuracy 0.9763387441635132)
20240914-15:58:38 train_loss 1487 model 3 0.010709208095113354
20240914-15:58:38 train_loss 1487 model 7 0.012017030278408128
20240914-15:58:39 test_loss 1487 model 3 0.007744536265882474
20240914-15:58:40 test_loss 1487 model 7 0.008351013722929679
20240914-15:59:15 test_accuracy 1487 model 3 nb_correct 762 / 787 (96.82%)
20240914-15:59:18 test_accuracy 1487 model 7 nb_correct 766 / 798 (95.99%)
20240914-15:59:18 wrote ae_000.pth
20240914-15:59:19 wrote ae_001.pth
20240914-15:59:20 wrote ae_002.pth
20240914-15:59:20 wrote ae_003.pth
20240914-15:59:21 wrote ae_004.pth
20240914-15:59:22 wrote ae_005.pth
20240914-15:59:23 wrote ae_006.pth
20240914-15:59:23 wrote ae_007.pth
20240914-15:59:24 wrote ae_008.pth
20240914-15:59:25 wrote ae_009.pth
20240914-15:59:25 epoch_duration 2min50s next_finish 16:02:15
20240914-15:59:25 wrote state.pth
20240914-15:59:25 --- epoch 1488 ----------------------------------------
20240914-15:59:25 current_test_accuracies 0.9795 0.9787 0.9787 0.9682 0.9812 0.9812 0.9812 0.9599 0.9801 0.9782
20240914-15:59:25 time_train=8380 time_c_quizzes=12370
20240914-15:59:25 nb_c_quizzes 3196
20240914-15:59:25 training model 7 (accuracy 0.9598997235298157)
20240914-15:59:25 training model 3 (accuracy 0.9682338237762451)
20240914-16:01:28 train_loss 1488 model 3 0.010733097810212712
20240914-16:01:28 train_loss 1488 model 7 0.0112266348764133
20240914-16:01:30 test_loss 1488 model 3 0.007170925180838239
20240914-16:01:30 test_loss 1488 model 7 0.008141255335942787
20240914-16:02:05 test_accuracy 1488 model 3 nb_correct 768 / 793 (96.85%)
20240914-16:02:06 test_accuracy 1488 model 7 nb_correct 777 / 798 (97.37%)
20240914-16:02:06 wrote ae_000.pth
20240914-16:02:07 wrote ae_001.pth
20240914-16:02:08 wrote ae_002.pth
20240914-16:02:08 wrote ae_003.pth
20240914-16:02:09 wrote ae_004.pth
20240914-16:02:10 wrote ae_005.pth
20240914-16:02:11 wrote ae_006.pth
20240914-16:02:11 wrote ae_007.pth
20240914-16:02:12 wrote ae_008.pth
20240914-16:02:13 wrote ae_009.pth
20240914-16:02:13 epoch_duration 2min47s next_finish 16:05:01
20240914-16:02:13 wrote state.pth
20240914-16:02:13 --- epoch 1489 ----------------------------------------
20240914-16:02:13 current_test_accuracies 0.9795 0.9787 0.9787 0.9685 0.9812 0.9812 0.9812 0.9737 0.9801 0.9782
20240914-16:02:13 time_train=8540 time_c_quizzes=12370
20240914-16:02:13 nb_c_quizzes 3196
20240914-16:02:13 training model 3 (accuracy 0.9684741497039795)
20240914-16:02:13 training model 7 (accuracy 0.9736841917037964)
20240914-16:04:16 train_loss 1489 model 7 0.012568406339891225
20240914-16:04:16 train_loss 1489 model 3 0.010750525962527718
20240914-16:04:18 test_loss 1489 model 7 0.005835670787357828
20240914-16:04:18 test_loss 1489 model 3 0.00819892687603314
20240914-16:04:51 test_accuracy 1489 model 7 nb_correct 790 / 812 (97.29%)
20240914-16:04:53 test_accuracy 1489 model 3 nb_correct 798 / 818 (97.56%)
20240914-16:04:53 wrote ae_000.pth
20240914-16:04:54 wrote ae_001.pth
20240914-16:04:55 wrote ae_002.pth
20240914-16:04:56 wrote ae_003.pth
20240914-16:04:56 wrote ae_004.pth
20240914-16:04:57 wrote ae_005.pth
20240914-16:04:58 wrote ae_006.pth
20240914-16:04:58 wrote ae_007.pth
20240914-16:04:59 wrote ae_008.pth
20240914-16:05:00 wrote ae_009.pth
20240914-16:05:00 epoch_duration 2min47s next_finish 16:07:47
20240914-16:05:00 wrote state.pth
20240914-16:05:00 --- epoch 1490 ----------------------------------------
20240914-16:05:00 current_test_accuracies 0.9795 0.9787 0.9787 0.9756 0.9812 0.9812 0.9812 0.9729 0.9801 0.9782
20240914-16:05:00 time_train=8700 time_c_quizzes=12370
20240914-16:05:00 nb_c_quizzes 3196
20240914-16:05:00 training model 7 (accuracy 0.9729064106941223)
20240914-16:05:00 training model 3 (accuracy 0.97555011510849)
20240914-16:07:03 train_loss 1490 model 7 0.011577731369461617
20240914-16:07:04 train_loss 1490 model 3 0.010700489390493203
20240914-16:07:05 test_loss 1490 model 7 0.005781895187728025
20240914-16:07:05 test_loss 1490 model 3 0.0058294722654636645
20240914-16:07:38 test_accuracy 1490 model 7 nb_correct 792 / 810 (97.78%)
20240914-16:07:38 test_accuracy 1490 model 3 nb_correct 790 / 810 (97.53%)
20240914-16:07:39 wrote ae_000.pth
20240914-16:07:40 wrote ae_001.pth
20240914-16:07:41 wrote ae_002.pth
20240914-16:07:41 wrote ae_003.pth
20240914-16:07:42 wrote ae_004.pth
20240914-16:07:43 wrote ae_005.pth
20240914-16:07:43 wrote ae_006.pth
20240914-16:07:44 wrote ae_007.pth
20240914-16:07:45 wrote ae_008.pth
20240914-16:07:45 wrote ae_009.pth
20240914-16:07:45 epoch_duration 2min45s next_finish 16:10:31
20240914-16:07:45 wrote state.pth
20240914-16:07:45 --- epoch 1491 ----------------------------------------
20240914-16:07:45 current_test_accuracies 0.9795 0.9787 0.9787 0.9753 0.9812 0.9812 0.9812 0.9778 0.9801 0.9782
20240914-16:07:45 time_train=8858 time_c_quizzes=12370
20240914-16:07:45 nb_c_quizzes 3196
20240914-16:07:45 training model 3 (accuracy 0.9753086566925049)
20240914-16:07:45 training model 7 (accuracy 0.9777777791023254)
20240914-16:09:49 train_loss 1491 model 7 0.011440382372129534
20240914-16:09:49 train_loss 1491 model 3 0.01103625648642219
20240914-16:09:51 test_loss 1491 model 7 0.006319022696874299
20240914-16:09:51 test_loss 1491 model 3 0.009829054479956767
20240914-16:10:26 test_accuracy 1491 model 3 nb_correct 752 / 805 (93.42%)
20240914-16:10:28 test_accuracy 1491 model 7 nb_correct 781 / 805 (97.02%)
20240914-16:10:29 wrote ae_000.pth
20240914-16:10:30 wrote ae_001.pth
20240914-16:10:31 wrote ae_002.pth
20240914-16:10:31 wrote ae_003.pth
20240914-16:10:32 wrote ae_004.pth
20240914-16:10:33 wrote ae_005.pth
20240914-16:10:33 wrote ae_006.pth
20240914-16:10:34 wrote ae_007.pth
20240914-16:10:35 wrote ae_008.pth
20240914-16:10:35 wrote ae_009.pth
20240914-16:10:35 epoch_duration 2min49s next_finish 16:13:25
20240914-16:10:35 wrote state.pth
20240914-16:10:35 --- epoch 1492 ----------------------------------------
20240914-16:10:35 current_test_accuracies 0.9795 0.9787 0.9787 0.9342 0.9812 0.9812 0.9812 0.9702 0.9801 0.9782
20240914-16:10:35 time_train=9020 time_c_quizzes=12370
20240914-16:10:35 nb_c_quizzes 3196
20240914-16:10:35 training model 3 (accuracy 0.9341614842414856)
20240914-16:10:35 training model 7 (accuracy 0.9701863527297974)
20240914-16:12:39 train_loss 1492 model 3 0.01068384589948164
20240914-16:12:39 train_loss 1492 model 7 0.011537569377108411
20240914-16:12:41 test_loss 1492 model 3 0.0064886585985902915
20240914-16:12:41 test_loss 1492 model 7 0.008855909182523191
20240914-16:13:13 test_accuracy 1492 model 3 nb_correct 770 / 811 (94.94%)
20240914-16:13:21 test_accuracy 1492 model 7 nb_correct 748 / 765 (97.78%)
20240914-16:13:21 wrote ae_000.pth
20240914-16:13:22 wrote ae_001.pth
20240914-16:13:23 wrote ae_002.pth
20240914-16:13:23 wrote ae_003.pth
20240914-16:13:24 wrote ae_004.pth
20240914-16:13:25 wrote ae_005.pth
20240914-16:13:25 wrote ae_006.pth
20240914-16:13:26 wrote ae_007.pth
20240914-16:13:27 wrote ae_008.pth
20240914-16:13:27 wrote ae_009.pth
20240914-16:13:27 epoch_duration 2min51s next_finish 16:16:19
20240914-16:13:27 wrote state.pth
20240914-16:13:27 --- epoch 1493 ----------------------------------------
20240914-16:13:27 current_test_accuracies 0.9795 0.9787 0.9787 0.9494 0.9812 0.9812 0.9812 0.9778 0.9801 0.9782
20240914-16:13:27 time_train=9185 time_c_quizzes=12370
20240914-16:13:27 nb_c_quizzes 3196
20240914-16:13:27 training model 3 (accuracy 0.9494451284408569)
20240914-16:13:27 training model 7 (accuracy 0.9777777791023254)
20240914-16:15:31 train_loss 1493 model 7 0.011345376020215554
20240914-16:15:31 train_loss 1493 model 3 0.011149431801017271
20240914-16:15:32 test_loss 1493 model 7 0.009160475232471299
20240914-16:15:32 test_loss 1493 model 3 0.007419314404002364
20240914-16:16:03 test_accuracy 1493 model 3 nb_correct 780 / 803 (97.14%)
20240914-16:16:06 test_accuracy 1493 model 7 nb_correct 791 / 813 (97.29%)
20240914-16:16:07 wrote ae_000.pth
20240914-16:16:08 wrote ae_001.pth
20240914-16:16:08 wrote ae_002.pth
20240914-16:16:09 wrote ae_003.pth
20240914-16:16:10 wrote ae_004.pth
20240914-16:16:10 wrote ae_005.pth
20240914-16:16:11 wrote ae_006.pth
20240914-16:16:12 wrote ae_007.pth
20240914-16:16:13 wrote ae_008.pth
20240914-16:16:13 wrote ae_009.pth
20240914-16:16:13 epoch_duration 2min45s next_finish 16:18:59
20240914-16:16:13 wrote state.pth
20240914-16:16:13 --- epoch 1494 ----------------------------------------
20240914-16:16:13 current_test_accuracies 0.9795 0.9787 0.9787 0.9714 0.9812 0.9812 0.9812 0.9729 0.9801 0.9782
20240914-16:16:13 time_train=9343 time_c_quizzes=12370
20240914-16:16:13 nb_c_quizzes 3196
20240914-16:16:13 training model 3 (accuracy 0.9713574051856995)
20240914-16:16:13 training model 7 (accuracy 0.9729397296905518)
20240914-16:18:17 train_loss 1494 model 7 0.011219468689371752
20240914-16:18:17 train_loss 1494 model 3 0.010621416419699244
20240914-16:18:18 test_loss 1494 model 7 0.008472597818754934
20240914-16:18:18 test_loss 1494 model 3 0.008061745843602353
20240914-16:18:52 test_accuracy 1494 model 3 nb_correct 796 / 821 (96.95%)
20240914-16:18:53 test_accuracy 1494 model 7 nb_correct 782 / 801 (97.63%)
20240914-16:18:53 wrote ae_000.pth
20240914-16:18:54 wrote ae_001.pth
20240914-16:18:55 wrote ae_002.pth
20240914-16:18:56 wrote ae_003.pth
20240914-16:18:56 wrote ae_004.pth
20240914-16:18:57 wrote ae_005.pth
20240914-16:18:58 wrote ae_006.pth
20240914-16:18:58 wrote ae_007.pth
20240914-16:18:59 wrote ae_008.pth
20240914-16:19:00 wrote ae_009.pth
20240914-16:19:00 epoch_duration 2min46s next_finish 16:21:46
20240914-16:19:00 wrote state.pth
20240914-16:19:00 --- epoch 1495 ----------------------------------------
20240914-16:19:00 current_test_accuracies 0.9795 0.9787 0.9787 0.9695 0.9812 0.9812 0.9812 0.9763 0.9801 0.9782
20240914-16:19:00 time_train=9502 time_c_quizzes=12370
20240914-16:19:00 nb_c_quizzes 3196
20240914-16:19:00 training model 3 (accuracy 0.9695493578910828)
20240914-16:19:00 training model 7 (accuracy 0.9762796759605408)
20240914-16:21:03 train_loss 1495 model 3 0.010270534118282739
20240914-16:21:03 train_loss 1495 model 7 0.011239037669871322
20240914-16:21:05 test_loss 1495 model 3 0.008121495528689593
20240914-16:21:05 test_loss 1495 model 7 0.0074475002030993664
20240914-16:21:37 test_accuracy 1495 model 7 nb_correct 793 / 809 (98.02%)
20240914-16:21:40 test_accuracy 1495 model 3 nb_correct 769 / 808 (95.17%)
20240914-16:21:40 wrote ae_000.pth
20240914-16:21:41 wrote ae_001.pth
20240914-16:21:42 wrote ae_002.pth
20240914-16:21:42 wrote ae_003.pth
20240914-16:21:43 wrote ae_004.pth
20240914-16:21:44 wrote ae_005.pth
20240914-16:21:44 wrote ae_006.pth
20240914-16:21:45 wrote ae_007.pth
20240914-16:21:46 wrote ae_008.pth
20240914-16:21:46 wrote ae_009.pth
20240914-16:21:46 epoch_duration 2min46s next_finish 16:24:33
20240914-16:21:46 wrote state.pth
20240914-16:21:46 --- epoch 1496 ----------------------------------------
20240914-16:21:46 current_test_accuracies 0.9795 0.9787 0.9787 0.9517 0.9812 0.9812 0.9812 0.9802 0.9801 0.9782
20240914-16:21:46 time_train=9661 time_c_quizzes=12370
20240914-16:21:46 nb_c_quizzes 3196
20240914-16:21:46 training model 3 (accuracy 0.9517326951026917)
20240914-16:21:46 training model 9 (accuracy 0.9781771302223206)
20240914-16:23:50 train_loss 1496 model 3 0.010181079203887748
20240914-16:23:50 train_loss 1496 model 9 0.01139847484404163
20240914-16:23:52 test_loss 1496 model 3 0.005251405678083287
20240914-16:23:52 test_loss 1496 model 9 0.00806131412500406
20240914-16:24:24 test_accuracy 1496 model 3 nb_correct 765 / 796 (96.11%)
20240914-16:24:26 test_accuracy 1496 model 9 nb_correct 775 / 792 (97.85%)
20240914-16:24:27 wrote ae_000.pth
20240914-16:24:27 wrote ae_001.pth
20240914-16:24:28 wrote ae_002.pth
20240914-16:24:29 wrote ae_003.pth
20240914-16:24:30 wrote ae_004.pth
20240914-16:24:30 wrote ae_005.pth
20240914-16:24:31 wrote ae_006.pth
20240914-16:24:32 wrote ae_007.pth
20240914-16:24:32 wrote ae_008.pth
20240914-16:24:33 wrote ae_009.pth
20240914-16:24:33 epoch_duration 2min46s next_finish 16:27:20
20240914-16:24:33 wrote state.pth
20240914-16:24:33 --- epoch 1497 ----------------------------------------
20240914-16:24:33 current_test_accuracies 0.9795 0.9787 0.9787 0.9611 0.9812 0.9812 0.9812 0.9802 0.9801 0.9785
20240914-16:24:33 time_train=9820 time_c_quizzes=12370
20240914-16:24:33 nb_c_quizzes 3196
20240914-16:24:33 training model 3 (accuracy 0.9610552787780762)
20240914-16:24:33 training model 9 (accuracy 0.9785353541374207)
20240914-16:26:37 train_loss 1497 model 9 0.011078942146803456
20240914-16:26:37 train_loss 1497 model 3 0.010820355240957725
20240914-16:26:38 test_loss 1497 model 9 0.006777270780625244
20240914-16:26:38 test_loss 1497 model 3 0.006004628249069555
20240914-16:27:12 test_accuracy 1497 model 3 nb_correct 766 / 785 (97.58%)
20240914-16:27:17 test_accuracy 1497 model 9 nb_correct 779 / 806 (96.65%)
20240914-16:27:18 wrote ae_000.pth
20240914-16:27:19 wrote ae_001.pth
20240914-16:27:19 wrote ae_002.pth
20240914-16:27:20 wrote ae_003.pth
20240914-16:27:21 wrote ae_004.pth
20240914-16:27:21 wrote ae_005.pth
20240914-16:27:22 wrote ae_006.pth
20240914-16:27:23 wrote ae_007.pth
20240914-16:27:24 wrote ae_008.pth
20240914-16:27:24 wrote ae_009.pth
20240914-16:27:24 epoch_duration 2min51s next_finish 16:30:15
20240914-16:27:24 wrote state.pth
20240914-16:27:24 --- epoch 1498 ----------------------------------------
20240914-16:27:24 current_test_accuracies 0.9795 0.9787 0.9787 0.9758 0.9812 0.9812 0.9812 0.9802 0.9801 0.9665
20240914-16:27:24 time_train=9984 time_c_quizzes=12370
20240914-16:27:24 nb_c_quizzes 3196
20240914-16:27:24 training model 9 (accuracy 0.9665012359619141)
20240914-16:27:24 training model 3 (accuracy 0.9757961630821228)
20240914-16:29:28 train_loss 1498 model 3 0.010350992954334289
20240914-16:29:28 train_loss 1498 model 9 0.010804101288154016
20240914-16:29:29 test_loss 1498 model 3 0.005133864324241166
20240914-16:29:29 test_loss 1498 model 9 0.0077554486175813505
20240914-16:30:04 test_accuracy 1498 model 3 nb_correct 759 / 787 (96.44%)
20240914-16:30:09 test_accuracy 1498 model 9 nb_correct 771 / 813 (94.83%)
20240914-16:30:10 wrote ae_000.pth
20240914-16:30:10 wrote ae_001.pth
20240914-16:30:11 wrote ae_002.pth
20240914-16:30:12 wrote ae_003.pth
20240914-16:30:13 wrote ae_004.pth
20240914-16:30:13 wrote ae_005.pth
20240914-16:30:14 wrote ae_006.pth
20240914-16:30:15 wrote ae_007.pth
20240914-16:30:15 wrote ae_008.pth
20240914-16:30:16 wrote ae_009.pth
20240914-16:30:16 epoch_duration 2min51s next_finish 16:33:08
20240914-16:30:16 wrote state.pth
20240914-16:30:16 --- epoch 1499 ----------------------------------------
20240914-16:30:16 current_test_accuracies 0.9795 0.9787 0.9787 0.9644 0.9812 0.9812 0.9812 0.9802 0.9801 0.9483
20240914-16:30:16 time_train=10148 time_c_quizzes=12370
20240914-16:30:16 nb_c_quizzes 3196
20240914-16:30:16 training model 9 (accuracy 0.9483394622802734)
20240914-16:30:16 training model 3 (accuracy 0.9644218683242798)
20240914-16:32:19 train_loss 1499 model 9 0.011188620696366797
20240914-16:32:19 train_loss 1499 model 3 0.010751803171729989
20240914-16:32:21 test_loss 1499 model 9 0.006359197724304977
20240914-16:32:21 test_loss 1499 model 3 0.006914204378316668
20240914-16:32:55 test_accuracy 1499 model 3 nb_correct 751 / 786 (95.55%)
20240914-16:32:56 test_accuracy 1499 model 9 nb_correct 776 / 807 (96.16%)
20240914-16:32:57 wrote ae_000.pth
20240914-16:32:57 wrote ae_001.pth
20240914-16:32:58 wrote ae_002.pth
20240914-16:32:59 wrote ae_003.pth
20240914-16:32:59 wrote ae_004.pth
20240914-16:33:00 wrote ae_005.pth
20240914-16:33:01 wrote ae_006.pth
20240914-16:33:02 wrote ae_007.pth
20240914-16:33:02 wrote ae_008.pth
20240914-16:33:03 wrote ae_009.pth
20240914-16:33:03 epoch_duration 2min46s next_finish 16:35:50
20240914-16:33:03 wrote state.pth
20240914-16:33:03 --- epoch 1500 ----------------------------------------
20240914-16:33:03 current_test_accuracies 0.9795 0.9787 0.9787 0.9555 0.9812 0.9812 0.9812 0.9802 0.9801 0.9616
20240914-16:33:03 time_train=10307 time_c_quizzes=12370
20240914-16:33:03 nb_c_quizzes 3196
20240914-16:33:03 training model 3 (accuracy 0.9554707407951355)
20240914-16:33:03 training model 9 (accuracy 0.9615861177444458)
20240914-16:35:07 train_loss 1500 model 3 0.010549889753712705
20240914-16:35:07 train_loss 1500 model 9 0.01090804143074456
20240914-16:35:08 test_loss 1500 model 3 0.0066081648163162756
20240914-16:35:08 test_loss 1500 model 9 0.007284715790353858
20240914-16:35:45 test_accuracy 1500 model 9 nb_correct 742 / 783 (94.76%)
20240914-16:35:45 test_accuracy 1500 model 3 nb_correct 764 / 784 (97.45%)
20240914-16:35:46 wrote ae_000.pth
20240914-16:35:47 wrote ae_001.pth
20240914-16:35:47 wrote ae_002.pth
20240914-16:35:48 wrote ae_003.pth
20240914-16:35:49 wrote ae_004.pth
20240914-16:35:49 wrote ae_005.pth
20240914-16:35:50 wrote ae_006.pth
20240914-16:35:51 wrote ae_007.pth
20240914-16:35:51 wrote ae_008.pth
20240914-16:35:52 wrote ae_009.pth
20240914-16:35:52 epoch_duration 2min49s next_finish 16:38:41
20240914-16:35:52 wrote state.pth
20240914-16:35:52 --- epoch 1501 ----------------------------------------
20240914-16:35:52 current_test_accuracies 0.9795 0.9787 0.9787 0.9745 0.9812 0.9812 0.9812 0.9802 0.9801 0.9476
20240914-16:35:52 time_train=10469 time_c_quizzes=12370
20240914-16:35:52 nb_c_quizzes 3196
20240914-16:35:52 training model 9 (accuracy 0.9476373195648193)
20240914-16:35:52 training model 3 (accuracy 0.9744898080825806)
20240914-16:37:56 train_loss 1501 model 9 0.01107504990909365
20240914-16:37:56 train_loss 1501 model 3 0.01068166177157309
20240914-16:37:57 test_loss 1501 model 9 0.00939925445296481
20240914-16:37:57 test_loss 1501 model 3 0.005505500644244421
20240914-16:38:30 test_accuracy 1501 model 3 nb_correct 805 / 824 (97.69%)
20240914-16:38:32 test_accuracy 1501 model 9 nb_correct 756 / 788 (95.94%)
20240914-16:38:32 wrote ae_000.pth
20240914-16:38:33 wrote ae_001.pth
20240914-16:38:34 wrote ae_002.pth
20240914-16:38:35 wrote ae_003.pth
20240914-16:38:35 wrote ae_004.pth
20240914-16:38:36 wrote ae_005.pth
20240914-16:38:37 wrote ae_006.pth
20240914-16:38:37 wrote ae_007.pth
20240914-16:38:38 wrote ae_008.pth
20240914-16:38:39 wrote ae_009.pth
20240914-16:38:39 epoch_duration 2min46s next_finish 16:41:26
20240914-16:38:39 wrote state.pth
20240914-16:38:39 --- epoch 1502 ----------------------------------------
20240914-16:38:39 current_test_accuracies 0.9795 0.9787 0.9787 0.9769 0.9812 0.9812 0.9812 0.9802 0.9801 0.9594
20240914-16:38:39 time_train=10628 time_c_quizzes=12370
20240914-16:38:39 nb_c_quizzes 3196
20240914-16:38:39 training model 9 (accuracy 0.9593908786773682)
20240914-16:38:39 training model 3 (accuracy 0.9769417643547058)
20240914-16:40:43 train_loss 1502 model 9 0.010901203627003269
20240914-16:40:43 train_loss 1502 model 3 0.010836945797867883
20240914-16:40:44 test_loss 1502 model 9 0.0060531031520213215
20240914-16:40:44 test_loss 1502 model 3 0.006002086317602106
20240914-16:41:18 test_accuracy 1502 model 9 nb_correct 751 / 780 (96.28%)
20240914-16:41:22 test_accuracy 1502 model 3 nb_correct 766 / 796 (96.23%)
20240914-16:41:22 wrote ae_000.pth
20240914-16:41:23 wrote ae_001.pth
20240914-16:41:24 wrote ae_002.pth
20240914-16:41:25 wrote ae_003.pth
20240914-16:41:25 wrote ae_004.pth
20240914-16:41:26 wrote ae_005.pth
20240914-16:41:27 wrote ae_006.pth
20240914-16:41:27 wrote ae_007.pth
20240914-16:41:28 wrote ae_008.pth
20240914-16:41:29 wrote ae_009.pth
20240914-16:41:29 epoch_duration 2min49s next_finish 16:44:19
20240914-16:41:29 wrote state.pth
20240914-16:41:29 --- epoch 1503 ----------------------------------------
20240914-16:41:29 current_test_accuracies 0.9795 0.9787 0.9787 0.9623 0.9812 0.9812 0.9812 0.9802 0.9801 0.9628
20240914-16:41:29 time_train=10790 time_c_quizzes=12370
20240914-16:41:29 nb_c_quizzes 3196
20240914-16:41:29 training model 3 (accuracy 0.9623115658760071)
20240914-16:41:29 training model 9 (accuracy 0.9628205299377441)
20240914-16:43:33 train_loss 1503 model 3 0.010985549707806968
20240914-16:43:33 train_loss 1503 model 9 0.011229083411241845
20240914-16:43:34 test_loss 1503 model 3 0.007961217283661703
20240914-16:43:34 test_loss 1503 model 9 0.010954196016518836
20240914-16:44:07 test_accuracy 1503 model 3 nb_correct 780 / 800 (97.50%)
20240914-16:44:09 test_accuracy 1503 model 9 nb_correct 775 / 794 (97.61%)
20240914-16:44:10 wrote ae_000.pth
20240914-16:44:11 wrote ae_001.pth
20240914-16:44:11 wrote ae_002.pth
20240914-16:44:12 wrote ae_003.pth
20240914-16:44:13 wrote ae_004.pth
20240914-16:44:13 wrote ae_005.pth
20240914-16:44:14 wrote ae_006.pth
20240914-16:44:15 wrote ae_007.pth
20240914-16:44:16 wrote ae_008.pth
20240914-16:44:16 wrote ae_009.pth
20240914-16:44:16 epoch_duration 2min47s next_finish 16:47:04
20240914-16:44:16 wrote state.pth
20240914-16:44:16 --- epoch 1504 ----------------------------------------
20240914-16:44:16 current_test_accuracies 0.9795 0.9787 0.9787 0.9750 0.9812 0.9812 0.9812 0.9802 0.9801 0.9761
20240914-16:44:16 time_train=10950 time_c_quizzes=12370
20240914-16:44:16 nb_c_quizzes 3196
20240914-16:44:16 training model 3 (accuracy 0.9750000238418579)
20240914-16:44:16 training model 9 (accuracy 0.9760705232620239)
20240914-16:46:20 train_loss 1504 model 9 0.011115951778632734
20240914-16:46:20 train_loss 1504 model 3 0.01036502728828691
20240914-16:46:21 test_loss 1504 model 9 0.005888916529295329
20240914-16:46:21 test_loss 1504 model 3 0.006041421815052672
20240914-16:46:54 test_accuracy 1504 model 3 nb_correct 782 / 799 (97.87%)
20240914-16:46:55 test_accuracy 1504 model 9 nb_correct 793 / 812 (97.66%)
20240914-16:46:55 wrote ae_000.pth
20240914-16:46:56 wrote ae_001.pth
20240914-16:46:57 wrote ae_002.pth
20240914-16:46:57 wrote ae_003.pth
20240914-16:46:58 wrote ae_004.pth
20240914-16:46:59 wrote ae_005.pth
20240914-16:47:00 wrote ae_006.pth
20240914-16:47:00 wrote ae_007.pth
20240914-16:47:01 wrote ae_008.pth
20240914-16:47:02 wrote ae_009.pth
20240914-16:47:02 epoch_duration 2min45s next_finish 16:49:47
20240914-16:47:02 wrote state.pth
20240914-16:47:02 --- epoch 1505 ----------------------------------------
20240914-16:47:02 current_test_accuracies 0.9795 0.9787 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9766
20240914-16:47:02 time_train=11108 time_c_quizzes=12370
20240914-16:47:02 nb_c_quizzes 3196
20240914-16:47:02 training model 9 (accuracy 0.9766010046005249)
20240914-16:47:02 training model 1 (accuracy 0.9786700010299683)
20240914-16:49:05 train_loss 1505 model 1 0.011672105160147111
20240914-16:49:05 train_loss 1505 model 9 0.011401363890453467
20240914-16:49:07 test_loss 1505 model 1 0.007199154006255526
20240914-16:49:07 test_loss 1505 model 9 0.005556495624161784
20240914-16:49:43 test_accuracy 1505 model 1 nb_correct 782 / 808 (96.78%)
20240914-16:49:44 test_accuracy 1505 model 9 nb_correct 748 / 779 (96.02%)
20240914-16:49:45 wrote ae_000.pth
20240914-16:49:46 wrote ae_001.pth
20240914-16:49:46 wrote ae_002.pth
20240914-16:49:47 wrote ae_003.pth
20240914-16:49:48 wrote ae_004.pth
20240914-16:49:49 wrote ae_005.pth
20240914-16:49:49 wrote ae_006.pth
20240914-16:49:50 wrote ae_007.pth
20240914-16:49:51 wrote ae_008.pth
20240914-16:49:51 wrote ae_009.pth
20240914-16:49:51 epoch_duration 2min49s next_finish 16:52:41
20240914-16:49:51 wrote state.pth
20240914-16:49:51 --- epoch 1506 ----------------------------------------
20240914-16:49:51 current_test_accuracies 0.9795 0.9678 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9602
20240914-16:49:51 time_train=11270 time_c_quizzes=12370
20240914-16:49:51 nb_c_quizzes 3196
20240914-16:49:51 training model 9 (accuracy 0.9602053761482239)
20240914-16:49:51 training model 1 (accuracy 0.9678217768669128)
20240914-16:51:55 train_loss 1506 model 1 0.011104127043674453
20240914-16:51:55 train_loss 1506 model 9 0.010741397794862677
20240914-16:51:57 test_loss 1506 model 1 0.008472874809427822
20240914-16:51:57 test_loss 1506 model 9 0.008416348591332223
20240914-16:52:32 test_accuracy 1506 model 9 nb_correct 779 / 805 (96.77%)
20240914-16:52:37 test_accuracy 1506 model 1 nb_correct 761 / 800 (95.12%)
20240914-16:52:37 wrote ae_000.pth
20240914-16:52:38 wrote ae_001.pth
20240914-16:52:39 wrote ae_002.pth
20240914-16:52:39 wrote ae_003.pth
20240914-16:52:40 wrote ae_004.pth
20240914-16:52:41 wrote ae_005.pth
20240914-16:52:42 wrote ae_006.pth
20240914-16:52:42 wrote ae_007.pth
20240914-16:52:43 wrote ae_008.pth
20240914-16:52:44 wrote ae_009.pth
20240914-16:52:44 epoch_duration 2min52s next_finish 16:55:36
20240914-16:52:44 wrote state.pth
20240914-16:52:44 --- epoch 1507 ----------------------------------------
20240914-16:52:44 current_test_accuracies 0.9795 0.9513 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9677
20240914-16:52:44 time_train=11435 time_c_quizzes=12370
20240914-16:52:44 nb_c_quizzes 3196
20240914-16:52:44 training model 1 (accuracy 0.9512500166893005)
20240914-16:52:44 training model 9 (accuracy 0.9677018523216248)
20240914-16:54:47 train_loss 1507 model 9 0.011195450096488003
20240914-16:54:47 train_loss 1507 model 1 0.010698247537504812
20240914-16:54:49 test_loss 1507 model 9 0.008764650416469521
20240914-16:54:49 test_loss 1507 model 1 0.008236224279283989
20240914-16:55:22 test_accuracy 1507 model 1 nb_correct 764 / 798 (95.74%)
20240914-16:55:31 test_accuracy 1507 model 9 nb_correct 759 / 785 (96.69%)
20240914-16:55:31 wrote ae_000.pth
20240914-16:55:32 wrote ae_001.pth
20240914-16:55:33 wrote ae_002.pth
20240914-16:55:34 wrote ae_003.pth
20240914-16:55:34 wrote ae_004.pth
20240914-16:55:35 wrote ae_005.pth
20240914-16:55:36 wrote ae_006.pth
20240914-16:55:36 wrote ae_007.pth
20240914-16:55:37 wrote ae_008.pth
20240914-16:55:38 wrote ae_009.pth
20240914-16:55:38 epoch_duration 2min54s next_finish 16:58:32
20240914-16:55:38 wrote state.pth
20240914-16:55:38 --- epoch 1508 ----------------------------------------
20240914-16:55:38 current_test_accuracies 0.9795 0.9574 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9669
20240914-16:55:38 time_train=11601 time_c_quizzes=12370
20240914-16:55:38 nb_c_quizzes 3196
20240914-16:55:38 training model 1 (accuracy 0.9573934674263)
20240914-16:55:38 training model 9 (accuracy 0.9668790102005005)
20240914-16:57:42 train_loss 1508 model 1 0.010842935101089097
20240914-16:57:42 train_loss 1508 model 9 0.010780403141622628
20240914-16:57:43 test_loss 1508 model 1 0.007680268399278134
20240914-16:57:43 test_loss 1508 model 9 0.014224838932489093
20240914-16:58:17 test_accuracy 1508 model 9 nb_correct 790 / 811 (97.41%)
20240914-16:58:18 test_accuracy 1508 model 1 nb_correct 764 / 796 (95.98%)
20240914-16:58:19 wrote ae_000.pth
20240914-16:58:20 wrote ae_001.pth
20240914-16:58:20 wrote ae_002.pth
20240914-16:58:21 wrote ae_003.pth
20240914-16:58:22 wrote ae_004.pth
20240914-16:58:22 wrote ae_005.pth
20240914-16:58:23 wrote ae_006.pth
20240914-16:58:24 wrote ae_007.pth
20240914-16:58:25 wrote ae_008.pth
20240914-16:58:25 wrote ae_009.pth
20240914-16:58:25 epoch_duration 2min47s next_finish 17:01:13
20240914-16:58:25 wrote state.pth
20240914-16:58:25 --- epoch 1509 ----------------------------------------
20240914-16:58:25 current_test_accuracies 0.9795 0.9598 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9741
20240914-16:58:25 time_train=11761 time_c_quizzes=12370
20240914-16:58:25 nb_c_quizzes 3196
20240914-16:58:25 training model 1 (accuracy 0.9597989916801453)
20240914-16:58:25 training model 9 (accuracy 0.9741060137748718)
20240914-17:00:29 train_loss 1509 model 1 0.010507251901308336
20240914-17:00:29 train_loss 1509 model 9 0.011522063507514758
20240914-17:00:30 test_loss 1509 model 1 0.007723020329882502
20240914-17:00:31 test_loss 1509 model 9 0.005218999861953932
20240914-17:01:06 test_accuracy 1509 model 1 nb_correct 774 / 808 (95.79%)
20240914-17:01:08 test_accuracy 1509 model 9 nb_correct 747 / 773 (96.64%)
20240914-17:01:09 wrote ae_000.pth
20240914-17:01:09 wrote ae_001.pth
20240914-17:01:10 wrote ae_002.pth
20240914-17:01:11 wrote ae_003.pth
20240914-17:01:12 wrote ae_004.pth
20240914-17:01:12 wrote ae_005.pth
20240914-17:01:13 wrote ae_006.pth
20240914-17:01:14 wrote ae_007.pth
20240914-17:01:14 wrote ae_008.pth
20240914-17:01:15 wrote ae_009.pth
20240914-17:01:15 epoch_duration 2min49s next_finish 17:04:05
20240914-17:01:15 wrote state.pth
20240914-17:01:15 --- epoch 1510 ----------------------------------------
20240914-17:01:15 current_test_accuracies 0.9795 0.9579 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9664
20240914-17:01:15 time_train=11923 time_c_quizzes=12370
20240914-17:01:15 nb_c_quizzes 3196
20240914-17:01:15 training model 1 (accuracy 0.9579207897186279)
20240914-17:01:15 training model 9 (accuracy 0.9663648009300232)
20240914-17:03:19 train_loss 1510 model 1 0.009820982876765812
20240914-17:03:19 train_loss 1510 model 9 0.01069047918681099
20240914-17:03:20 test_loss 1510 model 1 0.005377679185323813
20240914-17:03:20 test_loss 1510 model 9 0.006840318272238832
20240914-17:03:56 test_accuracy 1510 model 9 nb_correct 783 / 807 (97.03%)
20240914-17:03:56 test_accuracy 1510 model 1 nb_correct 786 / 809 (97.16%)
20240914-17:03:56 wrote ae_000.pth
20240914-17:03:57 wrote ae_001.pth
20240914-17:03:58 wrote ae_002.pth
20240914-17:03:58 wrote ae_003.pth
20240914-17:03:59 wrote ae_004.pth
20240914-17:04:00 wrote ae_005.pth
20240914-17:04:00 wrote ae_006.pth
20240914-17:04:01 wrote ae_007.pth
20240914-17:04:02 wrote ae_008.pth
20240914-17:04:02 wrote ae_009.pth
20240914-17:04:02 epoch_duration 2min47s next_finish 17:06:49
20240914-17:04:02 wrote state.pth
20240914-17:04:02 --- epoch 1511 ----------------------------------------
20240914-17:04:02 current_test_accuracies 0.9795 0.9716 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9703
20240914-17:04:02 time_train=12083 time_c_quizzes=12370
20240914-17:04:02 nb_c_quizzes 3196
20240914-17:04:02 training model 9 (accuracy 0.9702602028846741)
20240914-17:04:02 training model 1 (accuracy 0.971569836139679)
20240914-17:06:06 train_loss 1511 model 9 0.011402149565284162
20240914-17:06:06 train_loss 1511 model 1 0.010459452454018902
20240914-17:06:07 test_loss 1511 model 9 0.008225375410439283
20240914-17:06:08 test_loss 1511 model 1 0.005976036026368092
20240914-17:06:41 test_accuracy 1511 model 1 nb_correct 788 / 822 (95.86%)
20240914-17:06:44 test_accuracy 1511 model 9 nb_correct 787 / 806 (97.64%)
20240914-17:06:45 wrote ae_000.pth
20240914-17:06:45 wrote ae_001.pth
20240914-17:06:46 wrote ae_002.pth
20240914-17:06:47 wrote ae_003.pth
20240914-17:06:47 wrote ae_004.pth
20240914-17:06:48 wrote ae_005.pth
20240914-17:06:49 wrote ae_006.pth
20240914-17:06:50 wrote ae_007.pth
20240914-17:06:50 wrote ae_008.pth
20240914-17:06:51 wrote ae_009.pth
20240914-17:06:51 epoch_duration 2min48s next_finish 17:09:40
20240914-17:06:51 wrote state.pth
20240914-17:06:51 --- epoch 1512 ----------------------------------------
20240914-17:06:51 current_test_accuracies 0.9795 0.9586 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9764
20240914-17:06:51 time_train=12244 time_c_quizzes=12370
20240914-17:06:51 nb_c_quizzes 3196
20240914-17:06:51 training model 1 (accuracy 0.9586374759674072)
20240914-17:06:51 training model 9 (accuracy 0.9764267802238464)
20240914-17:08:54 train_loss 1512 model 9 0.010831747004973295
20240914-17:08:54 train_loss 1512 model 1 0.011235365204867776
20240914-17:08:56 test_loss 1512 model 9 0.005486011371817767
20240914-17:08:56 test_loss 1512 model 1 0.008111069785098835
20240914-17:09:30 test_accuracy 1512 model 9 nb_correct 770 / 796 (96.73%)
20240914-17:09:31 test_accuracy 1512 model 1 nb_correct 781 / 809 (96.54%)
20240914-17:09:32 wrote ae_000.pth
20240914-17:09:32 wrote ae_001.pth
20240914-17:09:33 wrote ae_002.pth
20240914-17:09:34 wrote ae_003.pth
20240914-17:09:34 wrote ae_004.pth
20240914-17:09:35 wrote ae_005.pth
20240914-17:09:36 wrote ae_006.pth
20240914-17:09:37 wrote ae_007.pth
20240914-17:09:37 wrote ae_008.pth
20240914-17:09:38 wrote ae_009.pth
20240914-17:09:38 epoch_duration 2min46s next_finish 17:12:25
20240914-17:09:38 wrote state.pth
20240914-17:09:38 --- epoch 1513 ----------------------------------------
20240914-17:09:38 current_test_accuracies 0.9795 0.9654 0.9787 0.9787 0.9812 0.9812 0.9812 0.9802 0.9801 0.9673
20240914-17:09:38 time_train=12403 time_c_quizzes=12370
20240914-17:09:38 dummy tensor([0.0755])
20240914-17:09:38 dummy tensor([0.9063])
20240914-17:09:47 nb_generated 3 model 3 (finishes Sat 20:16 -- 401/h)
20240914-17:09:54 nb_generated 1 model 2 (finishes ??? -- 0/h)
20240914-17:10:00 nb_generated 4 model 7 (finishes Sun 00:46 -- 164/h)
20240914-17:10:08 nb_generated 7 model 0 (finishes Sat 20:37 -- 361/h)
20240914-17:10:09 nb_generated 6 model 5 (finishes Sat 19:50 -- 467/h)
20240914-17:10:16 nb_generated 8 model 1 (finishes Sat 20:30 -- 373/h)
20240914-17:10:23 nb_generated 6 model 7 (finishes Sat 21:06 -- 316/h)
20240914-17:10:30 nb_generated 8 model 2 (finishes Sat 21:42 -- 274/h)
20240914-17:10:42 nb_generated 10 model 0 (finishes Sat 20:50 -- 338/h)
20240914-17:10:42 nb_generated 7 model 2 (finishes Sat 21:38 -- 279/h)
20240914-17:10:48 nb_generated 13 model 1 (finishes Sat 19:52 -- 460/h)
20240914-17:10:54 nb_generated 8 model 5 (finishes Sat 21:35 -- 282/h)
20240914-17:10:56 nb_generated 16 model 5 (finishes Sat 19:37 -- 505/h)
20240914-17:11:08 nb_generated 17 model 6 (finishes Sat 19:45 -- 481/h)
20240914-17:11:11 nb_generated 10 model 6 (finishes Sat 21:46 -- 271/h)
20240914-17:11:20 nb_generated 13 model 7 (finishes Sat 22:13 -- 247/h)
20240914-17:11:27 nb_generated 19 model 8 (finishes Sat 20:04 -- 429/h)
20240914-17:11:29 nb_generated 14 model 9 (finishes Sat 21:57 -- 260/h)
20240914-17:11:41 nb_generated 22 model 0 (finishes Sat 20:00 -- 438/h)
20240914-17:11:48 nb_generated 23 model 6 (finishes Sat 19:59 -- 442/h)
20240914-17:11:49 nb_generated 17 model 8 (finishes Sat 21:17 -- 302/h)
20240914-17:11:56 nb_generated 17 model 5 (finishes Sat 21:31 -- 286/h)
20240914-17:11:58 nb_generated 25 model 1 (finishes Sat 20:01 -- 437/h)
20240914-17:12:06 nb_generated 30 model 0 (finishes Sat 19:36 -- 510/h)
20240914-17:12:06 nb_generated 18 model 5 (finishes Sat 21:50 -- 266/h)
20240914-17:12:17 nb_generated 31 model 7 (finishes Sat 19:40 -- 498/h)
20240914-17:12:22 nb_generated 21 model 6 (finishes Sat 21:13 -- 307/h)
20240914-17:12:32 nb_generated 34 model 2 (finishes Sat 19:40 -- 496/h)
20240914-17:12:36 nb_generated 23 model 6 (finishes Sat 21:16 -- 303/h)
20240914-17:12:46 nb_generated 28 model 3 (finishes Sat 20:47 -- 344/h)
20240914-17:12:53 nb_generated 36 model 8 (finishes Sat 19:46 -- 478/h)
20240914-17:13:00 nb_generated 30 model 0 (finishes Sat 20:39 -- 356/h)
20240914-17:13:01 nb_generated 36 model 3 (finishes Sat 19:52 -- 459/h)
20240914-17:13:08 nb_generated 30 model 1 (finishes Sat 20:48 -- 343/h)
20240914-17:13:11 nb_generated 37 model 7 (finishes Sat 19:53 -- 456/h)
20240914-17:13:20 nb_generated 39 model 6 (finishes Sat 19:54 -- 454/h)
20240914-17:13:20 nb_generated 30 model 2 (finishes Sat 21:00 -- 324/h)
20240914-17:13:28 nb_generated 33 model 5 (finishes Sat 20:37 -- 360/h)
20240914-17:13:32 nb_generated 41 model 5 (finishes Sat 19:57 -- 446/h)
20240914-17:13:39 nb_generated 46 model 1 (finishes Sat 19:42 -- 492/h)
20240914-17:13:42 nb_generated 35 model 6 (finishes Sat 20:33 -- 368/h)
20240914-17:13:52 nb_generated 38 model 7 (finishes Sat 20:19 -- 395/h)
20240914-17:13:53 nb_generated 51 model 7 (finishes Sat 19:37 -- 507/h)
20240914-17:14:04 nb_generated 38 model 6 (finishes Sat 20:27 -- 379/h)
20240914-17:14:11 nb_generated 52 model 4 (finishes Sat 19:43 -- 487/h)
20240914-17:14:20 nb_generated 39 model 8 (finishes Sat 20:32 -- 369/h)
20240914-17:14:21 nb_generated 52 model 0 (finishes Sat 19:48 -- 470/h)
20240914-17:14:31 nb_generated 52 model 4 (finishes Sat 19:54 -- 454/h)
20240914-17:14:36 nb_generated 39 model 8 (finishes Sat 20:43 -- 350/h)
20240914-17:14:44 nb_generated 54 model 0 (finishes Sat 19:57 -- 446/h)
20240914-17:14:46 nb_generated 41 model 2 (finishes Sat 20:51 -- 338/h)
20240914-17:14:56 nb_generated 57 model 9 (finishes Sat 19:55 -- 452/h)
20240914-17:14:58 nb_generated 44 model 3 (finishes Sat 20:51 -- 337/h)
20240914-17:15:05 nb_generated 63 model 3 (finishes Sat 19:44 -- 484/h)
20240914-17:15:14 nb_generated 47 model 6 (finishes Sat 20:41 -- 353/h)
20240914-17:15:16 nb_generated 65 model 2 (finishes Sat 19:42 -- 490/h)
20240914-17:15:24 nb_generated 66 model 3 (finishes Sat 19:43 -- 488/h)
20240914-17:15:29 nb_generated 49 model 2 (finishes Sat 20:44 -- 348/h)
20240914-17:15:39 nb_generated 69 model 8 (finishes Sat 19:43 -- 488/h)
20240914-17:15:50 nb_generated 51 model 8 (finishes Sat 20:44 -- 348/h)
20240914-17:15:52 nb_generated 69 model 4 (finishes Sat 19:48 -- 471/h)
20240914-17:16:01 nb_generated 71 model 0 (finishes Sat 19:52 -- 460/h)
20240914-17:16:04 nb_generated 54 model 6 (finishes Sat 20:36 -- 363/h)
20240914-17:16:09 nb_generated 75 model 7 (finishes Sat 19:43 -- 487/h)
20240914-17:16:17 nb_generated 55 model 6 (finishes Sat 20:37 -- 361/h)
20240914-17:16:19 nb_generated 77 model 5 (finishes Sat 19:41 -- 494/h)
20240914-17:16:26 nb_generated 56 model 9 (finishes Sat 20:36 -- 362/h)
20240914-17:16:32 nb_generated 57 model 1 (finishes Sat 20:35 -- 364/h)
20240914-17:16:33 nb_generated 79 model 5 (finishes Sat 19:46 -- 476/h)
20240914-17:16:45 nb_generated 61 model 2 (finishes Sat 20:22 -- 388/h)
20240914-17:16:49 nb_generated 79 model 4 (finishes Sat 19:53 -- 458/h)
20240914-17:16:56 nb_generated 61 model 3 (finishes Sat 20:27 -- 378/h)
20240914-17:16:58 nb_generated 80 model 7 (finishes Sat 19:56 -- 449/h)
20240914-17:17:06 nb_generated 63 model 6 (finishes Sat 20:23 -- 386/h)
20240914-17:17:08 nb_generated 83 model 1 (finishes Sat 19:54 -- 455/h)
20240914-17:17:16 nb_generated 84 model 1 (finishes Sat 19:54 -- 455/h)
20240914-17:17:20 nb_generated 66 model 2 (finishes Sat 20:30 -- 373/h)
20240914-17:17:27 nb_generated 85 model 4 (finishes Sat 19:55 -- 452/h)
20240914-17:17:31 nb_generated 68 model 3 (finishes Sat 20:26 -- 380/h)
20240914-17:17:39 nb_generated 72 model 1 (finishes Sat 20:22 -- 389/h)
20240914-17:17:42 nb_generated 87 model 8 (finishes Sat 19:54 -- 453/h)
20240914-17:17:51 nb_generated 74 model 3 (finishes Sat 20:19 -- 394/h)
20240914-17:17:57 nb_generated 91 model 3 (finishes Sat 19:51 -- 462/h)
20240914-17:18:02 nb_generated 75 model 6 (finishes Sat 20:20 -- 392/h)
20240914-17:18:08 nb_generated 92 model 6 (finishes Sat 19:53 -- 458/h)
20240914-17:18:12 nb_generated 77 model 1 (finishes Sat 20:24 -- 384/h)
20240914-17:18:19 nb_generated 93 model 7 (finishes Sat 19:54 -- 455/h)
20240914-17:18:24 nb_generated 80 model 3 (finishes Sat 20:18 -- 397/h)
20240914-17:18:28 nb_generated 95 model 2 (finishes Sat 19:52 -- 461/h)
20240914-17:18:37 nb_generated 82 model 2 (finishes Sat 20:20 -- 393/h)
20240914-17:18:41 nb_generated 95 model 4 (finishes Sat 19:56 -- 450/h)
20240914-17:18:52 nb_generated 84 model 5 (finishes Sat 20:19 -- 396/h)
20240914-17:18:55 nb_generated 95 model 5 (finishes Sat 20:00 -- 439/h)
20240914-17:18:58 nb_generated 84 model 5 (finishes Sat 20:20 -- 392/h)
20240914-17:19:07 nb_generated 100 model 0 (finishes Sat 19:54 -- 455/h)
20240914-17:19:14 nb_generated 86 model 3 (finishes Sat 20:20 -- 393/h)
20240914-17:19:21 nb_generated 103 model 6 (finishes Sat 19:51 -- 463/h)
20240914-17:19:23 nb_generated 89 model 9 (finishes Sat 20:17 -- 399/h)
20240914-17:19:34 nb_generated 95 model 4 (finishes Sat 20:06 -- 423/h)
20240914-17:19:35 nb_generated 105 model 3 (finishes Sat 19:51 -- 464/h)
20240914-17:19:43 nb_generated 95 model 1 (finishes Sat 20:09 -- 416/h)
20240914-17:19:47 nb_generated 105 model 8 (finishes Sat 19:54 -- 455/h)
20240914-17:19:56 nb_generated 105 model 4 (finishes Sat 19:56 -- 448/h)
20240914-17:19:58 nb_generated 99 model 6 (finishes Sat 20:06 -- 423/h)
20240914-17:20:04 nb_generated 108 model 7 (finishes Sat 19:56 -- 448/h)
20240914-17:20:12 nb_generated 110 model 1 (finishes Sat 19:54 -- 454/h)
20240914-17:20:15 nb_generated 100 model 8 (finishes Sat 20:08 -- 418/h)
20240914-17:20:19 nb_generated 114 model 9 (finishes Sat 19:48 -- 471/h)
20240914-17:20:25 nb_generated 101 model 2 (finishes Sat 20:11 -- 411/h)
20240914-17:20:32 nb_generated 102 model 1 (finishes Sat 20:11 -- 413/h)
20240914-17:20:34 nb_generated 116 model 2 (finishes Sat 19:52 -- 461/h)
20240914-17:20:42 nb_generated 104 model 5 (finishes Sat 20:11 -- 412/h)
20240914-17:20:46 nb_generated 119 model 2 (finishes Sat 19:51 -- 463/h)
20240914-17:20:49 nb_generated 107 model 5 (finishes Sat 20:08 -- 418/h)
20240914-17:20:59 nb_generated 112 model 9 (finishes Sat 20:07 -- 422/h)
20240914-17:21:03 nb_generated 121 model 8 (finishes Sat 19:51 -- 462/h)
20240914-17:21:12 nb_generated 114 model 6 (finishes Sat 20:06 -- 425/h)
20240914-17:21:12 nb_generated 124 model 0 (finishes Sat 19:48 -- 471/h)
20240914-17:21:20 nb_generated 114 model 4 (finishes Sat 20:07 -- 420/h)
20240914-17:21:24 nb_generated 127 model 6 (finishes Sat 19:47 -- 474/h)
20240914-17:21:28 nb_generated 119 model 9 (finishes Sat 20:03 -- 430/h)
20240914-17:21:39 nb_generated 131 model 0 (finishes Sat 19:47 -- 474/h)
20240914-17:21:40 nb_generated 119 model 9 (finishes Sat 20:06 -- 423/h)
20240914-17:21:47 nb_generated 122 model 1 (finishes Sat 20:06 -- 424/h)
20240914-17:21:52 nb_generated 134 model 6 (finishes Sat 19:47 -- 475/h)
20240914-17:21:59 nb_generated 136 model 9 (finishes Sat 19:45 -- 480/h)
20240914-17:22:00 nb_generated 122 model 4 (finishes Sat 20:09 -- 417/h)
20240914-17:22:07 nb_generated 136 model 9 (finishes Sat 19:47 -- 475/h)
20240914-17:22:15 nb_generated 124 model 7 (finishes Sat 20:10 -- 413/h)
20240914-17:22:16 nb_generated 138 model 1 (finishes Sat 19:47 -- 475/h)
20240914-17:22:23 nb_generated 124 model 9 (finishes Sat 20:12 -- 409/h)
20240914-17:22:27 nb_generated 142 model 3 (finishes Sat 19:46 -- 477/h)
20240914-17:22:38 nb_generated 124 model 9 (finishes Sat 20:16 -- 401/h)
20240914-17:22:49 nb_generated 124 model 4 (finishes Sat 20:18 -- 396/h)
20240914-17:22:49 nb_generated 143 model 8 (finishes Sat 19:49 -- 468/h)
20240914-17:22:58 nb_generated 145 model 6 (finishes Sat 19:48 -- 472/h)
20240914-17:23:00 nb_generated 127 model 0 (finishes Sat 20:15 -- 403/h)
20240914-17:23:07 nb_generated 151 model 0 (finishes Sat 19:47 -- 476/h)
20240914-17:23:13 nb_generated 130 model 0 (finishes Sat 20:14 -- 406/h)
20240914-17:23:17 nb_generated 151 model 5 (finishes Sat 19:49 -- 470/h)
20240914-17:23:22 nb_generated 132 model 0 (finishes Sat 20:12 -- 410/h)
20240914-17:23:28 nb_generated 154 model 7 (finishes Sat 19:46 -- 477/h)
20240914-17:23:31 nb_generated 134 model 2 (finishes Sat 20:12 -- 410/h)
20240914-17:23:38 nb_generated 137 model 3 (finishes Sat 20:08 -- 419/h)
20240914-17:23:40 nb_generated 158 model 0 (finishes Sat 19:44 -- 483/h)
20240914-17:23:47 nb_generated 140 model 3 (finishes Sat 20:04 -- 428/h)
20240914-17:23:54 nb_generated 160 model 3 (finishes Sat 19:46 -- 479/h)
20240914-17:23:57 nb_generated 145 model 0 (finishes Sat 20:00 -- 440/h)
20240914-17:24:06 nb_generated 145 model 4 (finishes Sat 20:01 -- 435/h)
20240914-17:24:08 nb_generated 163 model 5 (finishes Sat 19:47 -- 475/h)
20240914-17:24:18 nb_generated 147 model 0 (finishes Sat 20:00 -- 437/h)
20240914-17:24:19 nb_generated 164 model 4 (finishes Sat 19:47 -- 473/h)
20240914-17:24:29 nb_generated 166 model 9 (finishes Sat 19:48 -- 472/h)
20240914-17:24:31 nb_generated 154 model 2 (finishes Sat 19:54 -- 455/h)
20240914-17:24:40 nb_generated 155 model 7 (finishes Sat 19:54 -- 454/h)
20240914-17:24:41 nb_generated 168 model 1 (finishes Sat 19:47 -- 474/h)
20240914-17:24:52 nb_generated 157 model 8 (finishes Sat 19:53 -- 457/h)
20240914-17:24:59 nb_generated 171 model 2 (finishes Sat 19:46 -- 476/h)
20240914-17:24:59 nb_generated 157 model 7 (finishes Sat 19:55 -- 453/h)
20240914-17:25:10 nb_generated 161 model 2 (finishes Sat 19:52 -- 459/h)
20240914-17:25:11 nb_generated 172 model 5 (finishes Sat 19:47 -- 474/h)
20240914-17:25:19 nb_generated 175 model 1 (finishes Sat 19:46 -- 478/h)
20240914-17:25:22 nb_generated 161 model 2 (finishes Sat 19:54 -- 453/h)
20240914-17:25:32 nb_generated 177 model 6 (finishes Sat 19:46 -- 479/h)
20240914-17:25:33 nb_generated 165 model 5 (finishes Sat 19:54 -- 456/h)
20240914-17:25:41 nb_generated 180 model 5 (finishes Sat 19:45 -- 482/h)
20240914-17:25:44 nb_generated 167 model 4 (finishes Sat 19:53 -- 458/h)
20240914-17:25:52 nb_generated 171 model 7 (finishes Sat 19:49 -- 469/h)
20240914-17:25:56 nb_generated 181 model 6 (finishes Sat 19:46 -- 478/h)
20240914-17:25:59 nb_generated 173 model 5 (finishes Sat 19:49 -- 469/h)
20240914-17:26:03 nb_generated 184 model 9 (finishes Sat 19:45 -- 482/h)
20240914-17:26:14 nb_generated 188 model 6 (finishes Sat 19:42 -- 491/h)
20240914-17:26:14 nb_generated 178 model 7 (finishes Sat 19:45 -- 480/h)
20240914-17:26:27 nb_generated 180 model 2 (finishes Sat 19:45 -- 481/h)
20240914-17:26:31 nb_generated 191 model 5 (finishes Sat 19:43 -- 486/h)
20240914-17:26:36 nb_generated 183 model 3 (finishes Sat 19:43 -- 487/h)
20240914-17:26:46 nb_generated 193 model 7 (finishes Sat 19:43 -- 486/h)
20240914-17:26:49 nb_generated 184 model 7 (finishes Sat 19:44 -- 485/h)
20240914-17:26:53 nb_generated 193 model 1 (finishes Sat 19:44 -- 483/h)
20240914-17:26:59 nb_generated 187 model 0 (finishes Sat 19:43 -- 487/h)
20240914-17:27:09 nb_generated 192 model 5 (finishes Sat 19:41 -- 493/h)
20240914-17:27:13 nb_generated 197 model 4 (finishes Sat 19:44 -- 484/h)
20240914-17:27:19 nb_generated 193 model 4 (finishes Sat 19:42 -- 492/h)
20240914-17:27:23 nb_generated 199 model 3 (finishes Sat 19:43 -- 486/h)
20240914-17:27:32 nb_generated 201 model 3 (finishes Sat 19:36 -- 509/h)
20240914-17:27:33 nb_generated 204 model 9 (finishes Sat 19:39 -- 499/h)
20240914-17:27:39 nb_generated 202 model 0 (finishes Sat 19:37 -- 505/h)
20240914-17:27:48 nb_generated 211 model 1 (finishes Sat 19:36 -- 511/h)
20240914-17:27:49 nb_generated 206 model 5 (finishes Sat 19:36 -- 511/h)
20240914-17:27:56 nb_generated 214 model 5 (finishes Sat 19:34 -- 518/h)
20240914-17:28:01 nb_generated 208 model 0 (finishes Sat 19:36 -- 512/h)
20240914-17:28:04 nb_generated 215 model 1 (finishes Sat 19:35 -- 514/h)
20240914-17:28:08 nb_generated 209 model 1 (finishes Sat 19:35 -- 512/h)
20240914-17:28:16 nb_generated 216 model 4 (finishes Sat 19:37 -- 508/h)
20240914-17:28:19 nb_generated 211 model 9 (finishes Sat 19:37 -- 507/h)
20240914-17:28:29 nb_generated 219 model 0 (finishes Sat 19:37 -- 505/h)
20240914-17:28:34 nb_generated 216 model 0 (finishes Sat 19:35 -- 513/h)
20240914-17:28:39 nb_generated 223 model 7 (finishes Sat 19:36 -- 511/h)
20240914-17:28:49 nb_generated 229 model 6 (finishes Sat 19:32 -- 525/h)
20240914-17:28:50 nb_generated 219 model 6 (finishes Sat 19:35 -- 515/h)
20240914-17:28:58 nb_generated 230 model 4 (finishes Sat 19:33 -- 521/h)
20240914-17:29:03 nb_generated 221 model 5 (finishes Sat 19:35 -- 512/h)
20240914-17:29:06 nb_generated 233 model 9 (finishes Sat 19:31 -- 526/h)
20240914-17:29:10 nb_generated 221 model 1 (finishes Sat 19:36 -- 509/h)
20240914-17:29:20 nb_generated 235 model 8 (finishes Sat 19:33 -- 520/h)
20240914-17:29:22 nb_generated 222 model 6 (finishes Sat 19:37 -- 507/h)
20240914-17:29:31 nb_generated 236 model 7 (finishes Sat 19:34 -- 519/h)
20240914-17:29:36 nb_generated 222 model 4 (finishes Sat 19:39 -- 501/h)
20240914-17:29:43 nb_generated 224 model 3 (finishes Sat 19:38 -- 504/h)
20240914-17:29:46 nb_generated 236 model 6 (finishes Sat 19:35 -- 512/h)
20240914-17:29:54 nb_generated 239 model 5 (finishes Sat 19:34 -- 517/h)
20240914-17:29:57 nb_generated 227 model 5 (finishes Sat 19:38 -- 504/h)
20240914-17:30:05 nb_generated 241 model 2 (finishes Sat 19:34 -- 519/h)
20240914-17:30:14 nb_generated 228 model 4 (finishes Sat 19:39 -- 500/h)
20240914-17:30:20 nb_generated 232 model 1 (finishes Sat 19:38 -- 504/h)
20240914-17:30:21 nb_generated 242 model 0 (finishes Sat 19:35 -- 515/h)
20240914-17:30:29 nb_generated 232 model 2 (finishes Sat 19:39 -- 500/h)
20240914-17:30:30 nb_generated 246 model 9 (finishes Sat 19:33 -- 523/h)
20240914-17:30:37 nb_generated 248 model 1 (finishes Sat 19:32 -- 526/h)
20240914-17:30:44 nb_generated 235 model 2 (finishes Sat 19:39 -- 500/h)
20240914-17:30:49 nb_generated 249 model 4 (finishes Sat 19:32 -- 524/h)
20240914-17:30:58 nb_generated 239 model 2 (finishes Sat 19:37 -- 506/h)
20240914-17:31:01 nb_generated 253 model 0 (finishes Sat 19:31 -- 530/h)
20240914-17:31:11 nb_generated 239 model 5 (finishes Sat 19:39 -- 500/h)
20240914-17:31:15 nb_generated 254 model 2 (finishes Sat 19:31 -- 527/h)
20240914-17:31:25 nb_generated 242 model 4 (finishes Sat 19:39 -- 501/h)
20240914-17:31:26 nb_generated 255 model 5 (finishes Sat 19:32 -- 525/h)
20240914-17:31:37 nb_generated 244 model 4 (finishes Sat 19:38 -- 502/h)
20240914-17:31:39 nb_generated 257 model 0 (finishes Sat 19:33 -- 523/h)
20240914-17:31:47 nb_generated 244 model 8 (finishes Sat 19:40 -- 498/h)
20240914-17:31:48 nb_generated 261 model 1 (finishes Sat 19:31 -- 527/h)
20240914-17:31:56 nb_generated 262 model 4 (finishes Sat 19:31 -- 527/h)
20240914-17:32:00 nb_generated 245 model 3 (finishes Sat 19:40 -- 496/h)
20240914-17:32:06 nb_generated 263 model 9 (finishes Sat 19:32 -- 523/h)
20240914-17:32:15 nb_generated 247 model 5 (finishes Sat 19:41 -- 493/h)
20240914-17:32:20 nb_generated 264 model 4 (finishes Sat 19:34 -- 518/h)
20240914-17:32:26 nb_generated 249 model 3 (finishes Sat 19:42 -- 489/h)
20240914-17:32:33 nb_generated 265 model 4 (finishes Sat 19:35 -- 513/h)
20240914-17:32:40 nb_generated 250 model 2 (finishes Sat 19:43 -- 487/h)
20240914-17:32:47 nb_generated 268 model 6 (finishes Sat 19:35 -- 513/h)
20240914-17:32:50 nb_generated 251 model 0 (finishes Sat 19:43 -- 486/h)
20240914-17:32:55 nb_generated 272 model 9 (finishes Sat 19:33 -- 520/h)
20240914-17:33:01 nb_generated 253 model 3 (finishes Sat 19:43 -- 487/h)
20240914-17:33:06 nb_generated 277 model 0 (finishes Sat 19:32 -- 524/h)
20240914-17:33:12 nb_generated 255 model 7 (finishes Sat 19:43 -- 488/h)
20240914-17:33:19 nb_generated 277 model 8 (finishes Sat 19:34 -- 519/h)
20240914-17:33:23 nb_generated 256 model 6 (finishes Sat 19:43 -- 487/h)
20240914-17:33:33 nb_generated 281 model 6 (finishes Sat 19:33 -- 521/h)
20240914-17:33:35 nb_generated 258 model 4 (finishes Sat 19:43 -- 485/h)
20240914-17:33:40 nb_generated 285 model 5 (finishes Sat 19:31 -- 529/h)
20240914-17:33:48 nb_generated 286 model 5 (finishes Sat 19:32 -- 526/h)
20240914-17:33:50 nb_generated 265 model 3 (finishes Sat 19:40 -- 495/h)
20240914-17:33:59 nb_generated 288 model 4 (finishes Sat 19:32 -- 524/h)
20240914-17:34:04 nb_generated 268 model 7 (finishes Sat 19:40 -- 496/h)
20240914-17:34:10 nb_generated 288 model 3 (finishes Sat 19:33 -- 520/h)
20240914-17:34:14 nb_generated 268 model 4 (finishes Sat 19:41 -- 492/h)
20240914-17:34:20 nb_generated 290 model 0 (finishes Sat 19:33 -- 519/h)
20240914-17:34:23 nb_generated 268 model 4 (finishes Sat 19:42 -- 489/h)
20240914-17:34:29 nb_generated 292 model 1 (finishes Sat 19:33 -- 521/h)
20240914-17:34:30 nb_generated 269 model 1 (finishes Sat 19:42 -- 489/h)
20240914-17:34:40 nb_generated 271 model 1 (finishes Sat 19:43 -- 488/h)
20240914-17:34:45 nb_generated 295 model 4 (finishes Sat 19:33 -- 520/h)
20240914-17:34:53 nb_generated 274 model 4 (finishes Sat 19:43 -- 486/h)
20240914-17:34:59 nb_generated 297 model 8 (finishes Sat 19:34 -- 518/h)
20240914-17:35:01 nb_generated 277 model 9 (finishes Sat 19:42 -- 489/h)
20240914-17:35:11 nb_generated 298 model 9 (finishes Sat 19:34 -- 516/h)
20240914-17:35:13 nb_generated 279 model 4 (finishes Sat 19:43 -- 487/h)
20240914-17:35:26 nb_generated 282 model 7 (finishes Sat 19:42 -- 490/h)
20240914-17:35:34 nb_generated 302 model 8 (finishes Sat 19:34 -- 515/h)
20240914-17:35:43 nb_generated 305 model 7 (finishes Sat 19:33 -- 519/h)
20240914-17:35:47 nb_generated 284 model 8 (finishes Sat 19:43 -- 486/h)
20240914-17:35:54 nb_generated 308 model 3 (finishes Sat 19:33 -- 520/h)
20240914-17:35:57 nb_generated 284 model 1 (finishes Sat 19:44 -- 483/h)
20240914-17:36:01 nb_generated 312 model 5 (finishes Sat 19:32 -- 525/h)
20240914-17:36:11 nb_generated 285 model 8 (finishes Sat 19:45 -- 481/h)
20240914-17:36:11 nb_generated 312 model 2 (finishes Sat 19:33 -- 521/h)
20240914-17:36:17 nb_generated 317 model 1 (finishes Sat 19:30 -- 531/h)
20240914-17:36:20 nb_generated 286 model 4 (finishes Sat 19:45 -- 480/h)
20240914-17:36:30 nb_generated 290 model 5 (finishes Sat 19:44 -- 484/h)
20240914-17:36:37 nb_generated 320 model 7 (finishes Sat 19:31 -- 529/h)
20240914-17:36:40 nb_generated 294 model 2 (finishes Sat 19:43 -- 488/h)
20240914-17:36:46 nb_generated 321 model 0 (finishes Sat 19:31 -- 528/h)
20240914-17:36:52 nb_generated 297 model 0 (finishes Sat 19:42 -- 489/h)
20240914-17:36:59 nb_generated 322 model 0 (finishes Sat 19:32 -- 526/h)
20240914-17:37:02 nb_generated 298 model 7 (finishes Sat 19:43 -- 488/h)
20240914-17:37:13 nb_generated 301 model 9 (finishes Sat 19:42 -- 489/h)
20240914-17:37:16 nb_generated 323 model 2 (finishes Sat 19:33 -- 523/h)
20240914-17:37:21 nb_generated 301 model 3 (finishes Sat 19:43 -- 487/h)
20240914-17:37:29 nb_generated 324 model 3 (finishes Sat 19:33 -- 521/h)
20240914-17:37:35 nb_generated 303 model 2 (finishes Sat 19:43 -- 487/h)
20240914-17:37:37 nb_generated 328 model 9 (finishes Sat 19:32 -- 525/h)
20240914-17:37:43 nb_generated 329 model 1 (finishes Sat 19:32 -- 525/h)
20240914-17:37:50 nb_generated 304 model 0 (finishes Sat 19:44 -- 485/h)
20240914-17:37:58 nb_generated 330 model 6 (finishes Sat 19:33 -- 523/h)
20240914-17:38:06 nb_generated 305 model 5 (finishes Sat 19:45 -- 480/h)
20240914-17:38:10 nb_generated 333 model 7 (finishes Sat 19:32 -- 525/h)
20240914-17:38:16 nb_generated 309 model 5 (finishes Sat 19:45 -- 479/h)
20240914-17:38:24 nb_generated 312 model 9 (finishes Sat 19:44 -- 483/h)
20240914-17:38:24 nb_generated 335 model 4 (finishes Sat 19:32 -- 525/h)
20240914-17:38:34 nb_generated 338 model 1 (finishes Sat 19:33 -- 522/h)
20240914-17:38:38 nb_generated 313 model 6 (finishes Sat 19:45 -- 482/h)
20240914-17:38:42 nb_generated 342 model 3 (finishes Sat 19:32 -- 524/h)
20240914-17:38:50 nb_generated 317 model 3 (finishes Sat 19:43 -- 487/h)
20240914-17:38:52 nb_generated 344 model 1 (finishes Sat 19:32 -- 525/h)
20240914-17:38:59 nb_generated 349 model 7 (finishes Sat 19:31 -- 529/h)
20240914-17:39:01 nb_generated 318 model 5 (finishes Sat 19:43 -- 485/h)
20240914-17:39:08 nb_generated 353 model 5 (finishes Sat 19:30 -- 532/h)
20240914-17:39:16 nb_generated 356 model 0 (finishes Sat 19:29 -- 536/h)
20240914-17:39:18 nb_generated 320 model 4 (finishes Sat 19:44 -- 485/h)
20240914-17:39:28 nb_generated 357 model 7 (finishes Sat 19:29 -- 534/h)
20240914-17:39:31 nb_generated 325 model 6 (finishes Sat 19:42 -- 489/h)
20240914-17:39:37 nb_generated 325 model 1 (finishes Sat 19:43 -- 488/h)
20240914-17:39:38 nb_generated 361 model 0 (finishes Sat 19:29 -- 538/h)
20240914-17:39:45 nb_generated 325 model 1 (finishes Sat 19:43 -- 486/h)
20240914-17:39:51 nb_generated 364 model 0 (finishes Sat 19:28 -- 540/h)
20240914-17:39:59 nb_generated 372 model 5 (finishes Sat 19:26 -- 549/h)
20240914-17:40:03 nb_generated 330 model 6 (finishes Sat 19:42 -- 489/h)
20240914-17:40:10 nb_generated 372 model 8 (finishes Sat 19:26 -- 546/h)
20240914-17:40:12 nb_generated 335 model 7 (finishes Sat 19:41 -- 494/h)
20240914-17:40:25 nb_generated 375 model 0 (finishes Sat 19:26 -- 547/h)
20240914-17:40:25 nb_generated 340 model 5 (finishes Sat 19:40 -- 497/h)
20240914-17:40:36 nb_generated 380 model 6 (finishes Sat 19:25 -- 550/h)
20240914-17:40:36 nb_generated 344 model 7 (finishes Sat 19:39 -- 499/h)
20240914-17:40:46 nb_generated 382 model 0 (finishes Sat 19:26 -- 549/h)
20240914-17:40:51 nb_generated 346 model 8 (finishes Sat 19:40 -- 497/h)
20240914-17:40:53 nb_generated 384 model 9 (finishes Sat 19:26 -- 547/h)
20240914-17:41:01 nb_generated 388 model 5 (finishes Sat 19:26 -- 548/h)
20240914-17:41:04 nb_generated 348 model 6 (finishes Sat 19:40 -- 496/h)
20240914-17:41:15 nb_generated 350 model 3 (finishes Sat 19:41 -- 495/h)
20240914-17:41:19 nb_generated 390 model 8 (finishes Sat 19:26 -- 547/h)
20240914-17:41:24 nb_generated 351 model 0 (finishes Sat 19:41 -- 494/h)
20240914-17:41:31 nb_generated 392 model 6 (finishes Sat 19:27 -- 545/h)
20240914-17:41:32 nb_generated 351 model 5 (finishes Sat 19:41 -- 492/h)
20240914-17:41:44 nb_generated 394 model 2 (finishes Sat 19:28 -- 541/h)
20240914-17:41:45 nb_generated 354 model 6 (finishes Sat 19:42 -- 491/h)
20240914-17:41:57 nb_generated 355 model 2 (finishes Sat 19:43 -- 488/h)
20240914-17:41:58 nb_generated 397 model 0 (finishes Sat 19:29 -- 538/h)
20240914-17:42:10 nb_generated 358 model 1 (finishes Sat 19:43 -- 488/h)
20240914-17:42:18 nb_generated 361 model 5 (finishes Sat 19:42 -- 492/h)
20240914-17:42:19 nb_generated 399 model 8 (finishes Sat 19:30 -- 534/h)
20240914-17:42:31 nb_generated 364 model 8 (finishes Sat 19:41 -- 492/h)
20240914-17:42:35 nb_generated 400 model 6 (finishes Sat 19:31 -- 529/h)
20240914-17:42:40 nb_generated 365 model 1 (finishes Sat 19:42 -- 492/h)
20240914-17:42:45 nb_generated 404 model 9 (finishes Sat 19:30 -- 532/h)
20240914-17:42:47 nb_generated 366 model 6 (finishes Sat 19:41 -- 492/h)
20240914-17:42:59 nb_generated 368 model 0 (finishes Sat 19:41 -- 492/h)
20240914-17:43:02 nb_generated 405 model 8 (finishes Sat 19:31 -- 528/h)
20240914-17:43:14 nb_generated 408 model 4 (finishes Sat 19:31 -- 528/h)
20240914-17:43:17 nb_generated 368 model 8 (finishes Sat 19:43 -- 488/h)
20240914-17:43:22 nb_generated 410 model 5 (finishes Sat 19:31 -- 530/h)
20240914-17:43:25 nb_generated 372 model 5 (finishes Sat 19:42 -- 491/h)
20240914-17:43:32 nb_generated 411 model 6 (finishes Sat 19:31 -- 527/h)
20240914-17:43:34 nb_generated 372 model 3 (finishes Sat 19:42 -- 489/h)
20240914-17:43:41 nb_generated 373 model 1 (finishes Sat 19:42 -- 489/h)
20240914-17:43:48 nb_generated 413 model 0 (finishes Sat 19:32 -- 524/h)
20240914-17:43:53 nb_generated 374 model 9 (finishes Sat 19:43 -- 488/h)
20240914-17:44:04 nb_generated 418 model 0 (finishes Sat 19:32 -- 526/h)
20240914-17:44:08 nb_generated 377 model 7 (finishes Sat 19:42 -- 490/h)
20240914-17:44:18 nb_generated 423 model 1 (finishes Sat 19:30 -- 531/h)
20240914-17:44:26 nb_generated 378 model 4 (finishes Sat 19:43 -- 486/h)
20240914-17:44:29 nb_generated 425 model 3 (finishes Sat 19:30 -- 531/h)
20240914-17:44:35 nb_generated 381 model 3 (finishes Sat 19:44 -- 485/h)
20240914-17:44:38 nb_generated 427 model 2 (finishes Sat 19:30 -- 533/h)
20240914-17:44:54 nb_generated 381 model 2 (finishes Sat 19:45 -- 481/h)
20240914-17:44:57 nb_generated 428 model 6 (finishes Sat 19:31 -- 530/h)
20240914-17:45:04 nb_generated 385 model 3 (finishes Sat 19:44 -- 484/h)
20240914-17:45:09 nb_generated 430 model 3 (finishes Sat 19:31 -- 530/h)
20240914-17:45:19 nb_generated 386 model 7 (finishes Sat 19:45 -- 482/h)
20240914-17:45:23 nb_generated 431 model 8 (finishes Sat 19:31 -- 528/h)
20240914-17:45:31 nb_generated 386 model 8 (finishes Sat 19:45 -- 479/h)
20240914-17:45:40 nb_generated 433 model 4 (finishes Sat 19:31 -- 527/h)
20240914-17:45:40 nb_generated 387 model 9 (finishes Sat 19:46 -- 479/h)
20240914-17:45:55 nb_generated 389 model 3 (finishes Sat 19:46 -- 479/h)
20240914-17:46:01 nb_generated 437 model 8 (finishes Sat 19:31 -- 529/h)
20240914-17:46:08 nb_generated 438 model 1 (finishes Sat 19:31 -- 529/h)
20240914-17:46:09 nb_generated 390 model 2 (finishes Sat 19:46 -- 478/h)
20240914-17:46:16 nb_generated 392 model 1 (finishes Sat 19:45 -- 479/h)
20240914-17:46:19 nb_generated 440 model 9 (finishes Sat 19:31 -- 529/h)
20240914-17:46:24 nb_generated 393 model 9 (finishes Sat 19:45 -- 479/h)
20240914-17:46:31 nb_generated 441 model 0 (finishes Sat 19:31 -- 527/h)
20240914-17:46:38 nb_generated 395 model 7 (finishes Sat 19:46 -- 478/h)
20240914-17:46:38 nb_generated 441 model 9 (finishes Sat 19:32 -- 525/h)
20240914-17:46:53 nb_generated 441 model 8 (finishes Sat 19:33 -- 521/h)
20240914-17:46:53 nb_generated 396 model 8 (finishes Sat 19:46 -- 476/h)
20240914-17:47:03 nb_generated 442 model 2 (finishes Sat 19:33 -- 521/h)
20240914-17:47:05 nb_generated 398 model 2 (finishes Sat 19:47 -- 475/h)
20240914-17:47:11 nb_generated 444 model 1 (finishes Sat 19:33 -- 522/h)
20240914-17:47:16 nb_generated 400 model 5 (finishes Sat 19:46 -- 476/h)
20240914-17:47:21 nb_generated 448 model 6 (finishes Sat 19:32 -- 526/h)
20240914-17:47:30 nb_generated 404 model 6 (finishes Sat 19:45 -- 480/h)
20240914-17:47:35 nb_generated 450 model 3 (finishes Sat 19:32 -- 526/h)
20240914-17:47:41 nb_generated 406 model 6 (finishes Sat 19:45 -- 481/h)
20240914-17:47:49 nb_generated 452 model 9 (finishes Sat 19:32 -- 526/h)
20240914-17:47:50 nb_generated 407 model 1 (finishes Sat 19:45 -- 480/h)
20240914-17:47:57 nb_generated 410 model 9 (finishes Sat 19:45 -- 482/h)
20240914-17:48:05 nb_generated 453 model 8 (finishes Sat 19:32 -- 524/h)
20240914-17:48:07 nb_generated 411 model 6 (finishes Sat 19:45 -- 481/h)
20240914-17:48:13 nb_generated 454 model 6 (finishes Sat 19:33 -- 522/h)
20240914-17:48:22 nb_generated 455 model 9 (finishes Sat 19:33 -- 522/h)
20240914-17:48:29 nb_generated 411 model 8 (finishes Sat 19:46 -- 477/h)
20240914-17:48:37 nb_generated 456 model 3 (finishes Sat 19:33 -- 520/h)
20240914-17:48:43 nb_generated 412 model 8 (finishes Sat 19:47 -- 474/h)
20240914-17:48:51 nb_generated 458 model 5 (finishes Sat 19:34 -- 517/h)
20240914-17:48:52 nb_generated 414 model 6 (finishes Sat 19:47 -- 475/h)
20240914-17:48:57 nb_generated 460 model 9 (finishes Sat 19:34 -- 518/h)
20240914-17:49:01 nb_generated 416 model 0 (finishes Sat 19:46 -- 476/h)
20240914-17:49:04 nb_generated 462 model 1 (finishes Sat 19:34 -- 518/h)
20240914-17:49:12 nb_generated 420 model 2 (finishes Sat 19:46 -- 479/h)
20240914-17:49:15 nb_generated 464 model 9 (finishes Sat 19:34 -- 519/h)
20240914-17:49:26 nb_generated 423 model 0 (finishes Sat 19:45 -- 480/h)
20240914-17:49:30 nb_generated 467 model 2 (finishes Sat 19:34 -- 517/h)
20240914-17:49:36 nb_generated 425 model 7 (finishes Sat 19:45 -- 481/h)
20240914-17:49:41 nb_generated 471 model 9 (finishes Sat 19:33 -- 521/h)
20240914-17:49:50 nb_generated 473 model 2 (finishes Sat 19:33 -- 522/h)
20240914-17:49:54 nb_generated 426 model 8 (finishes Sat 19:45 -- 479/h)
20240914-17:49:58 nb_generated 478 model 0 (finishes Sat 19:32 -- 526/h)
20240914-17:50:08 nb_generated 429 model 3 (finishes Sat 19:46 -- 478/h)
20240914-17:50:09 nb_generated 480 model 1 (finishes Sat 19:31 -- 527/h)
20240914-17:50:15 nb_generated 431 model 1 (finishes Sat 19:45 -- 480/h)
20240914-17:50:19 nb_generated 481 model 7 (finishes Sat 19:32 -- 524/h)
20240914-17:50:24 nb_generated 433 model 1 (finishes Sat 19:45 -- 481/h)
20240914-17:50:31 nb_generated 483 model 1 (finishes Sat 19:32 -- 525/h)
20240914-17:50:34 nb_generated 434 model 3 (finishes Sat 19:45 -- 480/h)
20240914-17:50:43 nb_generated 486 model 5 (finishes Sat 19:31 -- 527/h)
20240914-17:50:44 nb_generated 435 model 8 (finishes Sat 19:45 -- 480/h)
20240914-17:50:54 nb_generated 438 model 1 (finishes Sat 19:44 -- 482/h)
20240914-17:50:54 nb_generated 487 model 3 (finishes Sat 19:32 -- 526/h)
20240914-17:51:02 nb_generated 489 model 5 (finishes Sat 19:31 -- 527/h)
20240914-17:51:03 nb_generated 440 model 3 (finishes Sat 19:45 -- 482/h)
20240914-17:51:09 nb_generated 490 model 1 (finishes Sat 19:31 -- 527/h)
20240914-17:51:19 nb_generated 441 model 8 (finishes Sat 19:45 -- 480/h)
20240914-17:51:22 nb_generated 492 model 0 (finishes Sat 19:31 -- 527/h)
20240914-17:51:31 nb_generated 443 model 4 (finishes Sat 19:45 -- 481/h)
20240914-17:51:33 nb_generated 497 model 6 (finishes Sat 19:30 -- 532/h)
20240914-17:51:46 nb_generated 446 model 3 (finishes Sat 19:45 -- 481/h)
20240914-17:51:52 nb_generated 497 model 8 (finishes Sat 19:31 -- 528/h)
20240914-17:51:54 nb_generated 448 model 5 (finishes Sat 19:45 -- 482/h)
20240914-17:52:02 nb_generated 498 model 3 (finishes Sat 19:31 -- 527/h)
20240914-17:52:05 nb_generated 453 model 5 (finishes Sat 19:43 -- 486/h)
20240914-17:52:11 nb_generated 498 model 4 (finishes Sat 19:32 -- 525/h)
20240914-17:52:18 nb_generated 453 model 0 (finishes Sat 19:44 -- 483/h)
20240914-17:52:20 nb_generated 502 model 9 (finishes Sat 19:31 -- 526/h)
20240914-17:52:26 nb_generated 455 model 3 (finishes Sat 19:44 -- 483/h)
20240914-17:52:36 nb_generated 503 model 8 (finishes Sat 19:32 -- 525/h)
20240914-17:52:36 nb_generated 457 model 1 (finishes Sat 19:44 -- 484/h)
20240914-17:52:42 nb_generated 505 model 1 (finishes Sat 19:32 -- 526/h)
20240914-17:52:44 nb_generated 458 model 7 (finishes Sat 19:44 -- 483/h)
20240914-17:52:50 nb_generated 463 model 5 (finishes Sat 19:44 -- 484/h)
20240914-17:52:52 nb_generated 508 model 6 (finishes Sat 19:31 -- 527/h)
20240914-17:53:00 nb_generated 509 model 7 (finishes Sat 19:32 -- 525/h)
20240914-17:53:03 nb_generated 465 model 6 (finishes Sat 19:44 -- 483/h)
20240914-17:53:14 nb_generated 511 model 2 (finishes Sat 19:32 -- 525/h)
20240914-17:53:15 nb_generated 469 model 6 (finishes Sat 19:44 -- 482/h)
20240914-17:53:24 nb_generated 515 model 1 (finishes Sat 19:32 -- 526/h)
20240914-17:53:27 nb_generated 473 model 3 (finishes Sat 19:44 -- 484/h)
20240914-17:53:35 nb_generated 476 model 7 (finishes Sat 19:43 -- 487/h)
20240914-17:53:39 nb_generated 516 model 7 (finishes Sat 19:32 -- 524/h)
20240914-17:53:45 nb_generated 479 model 2 (finishes Sat 19:43 -- 488/h)
20240914-17:53:49 nb_generated 518 model 9 (finishes Sat 19:32 -- 525/h)
20240914-17:53:53 nb_generated 484 model 0 (finishes Sat 19:42 -- 490/h)
20240914-17:53:55 nb_generated 520 model 1 (finishes Sat 19:32 -- 525/h)
20240914-17:54:04 nb_generated 527 model 3 (finishes Sat 19:30 -- 530/h)
20240914-17:54:05 nb_generated 485 model 7 (finishes Sat 19:42 -- 489/h)
20240914-17:54:14 nb_generated 489 model 7 (finishes Sat 19:41 -- 492/h)
20240914-17:54:17 nb_generated 527 model 4 (finishes Sat 19:31 -- 528/h)
20240914-17:54:25 nb_generated 492 model 0 (finishes Sat 19:41 -- 493/h)
20240914-17:54:33 nb_generated 527 model 8 (finishes Sat 19:32 -- 525/h)
20240914-17:54:38 nb_generated 492 model 9 (finishes Sat 19:42 -- 490/h)
20240914-17:54:43 nb_generated 529 model 5 (finishes Sat 19:32 -- 524/h)
20240914-17:54:44 nb_generated 494 model 1 (finishes Sat 19:42 -- 489/h)
20240914-17:54:51 nb_generated 495 model 1 (finishes Sat 19:43 -- 488/h)
20240914-17:54:57 nb_generated 530 model 6 (finishes Sat 19:33 -- 522/h)
20240914-17:55:01 nb_generated 496 model 6 (finishes Sat 19:43 -- 487/h)
20240914-17:55:11 nb_generated 533 model 4 (finishes Sat 19:33 -- 522/h)
20240914-17:55:19 nb_generated 497 model 6 (finishes Sat 19:44 -- 484/h)
20240914-17:55:24 nb_generated 535 model 2 (finishes Sat 19:33 -- 523/h)
20240914-17:55:31 nb_generated 497 model 6 (finishes Sat 19:45 -- 482/h)
20240914-17:55:45 nb_generated 536 model 2 (finishes Sat 19:33 -- 520/h)
20240914-17:55:48 nb_generated 497 model 8 (finishes Sat 19:46 -- 479/h)
20240914-17:56:00 nb_generated 536 model 8 (finishes Sat 19:34 -- 517/h)
20240914-17:56:04 nb_generated 497 model 7 (finishes Sat 19:46 -- 476/h)
20240914-17:56:06 nb_generated 539 model 1 (finishes Sat 19:33 -- 520/h)
20240914-17:56:14 nb_generated 498 model 6 (finishes Sat 19:47 -- 476/h)
20240914-17:56:23 nb_generated 541 model 2 (finishes Sat 19:33 -- 519/h)
20240914-17:56:31 nb_generated 502 model 5 (finishes Sat 19:47 -- 476/h)
20240914-17:56:32 nb_generated 543 model 9 (finishes Sat 19:34 -- 519/h)
20240914-17:56:41 nb_generated 506 model 9 (finishes Sat 19:46 -- 479/h)
20240914-17:56:45 nb_generated 544 model 0 (finishes Sat 19:34 -- 518/h)
20240914-17:56:52 nb_generated 508 model 5 (finishes Sat 19:45 -- 480/h)
20240914-17:56:58 nb_generated 547 model 6 (finishes Sat 19:33 -- 519/h)
20240914-17:57:05 nb_generated 508 model 4 (finishes Sat 19:46 -- 478/h)
20240914-17:57:13 nb_generated 548 model 4 (finishes Sat 19:34 -- 518/h)
20240914-17:57:17 nb_generated 511 model 0 (finishes Sat 19:45 -- 479/h)
20240914-17:57:20 nb_generated 548 model 1 (finishes Sat 19:34 -- 517/h)
20240914-17:57:31 nb_generated 514 model 9 (finishes Sat 19:45 -- 481/h)
20240914-17:57:31 nb_generated 551 model 3 (finishes Sat 19:34 -- 518/h)
20240914-17:57:41 nb_generated 552 model 3 (finishes Sat 19:34 -- 518/h)
20240914-17:57:42 nb_generated 515 model 4 (finishes Sat 19:45 -- 480/h)
20240914-17:57:54 nb_generated 553 model 0 (finishes Sat 19:35 -- 515/h)
20240914-17:57:58 nb_generated 517 model 4 (finishes Sat 19:45 -- 480/h)
20240914-17:58:08 nb_generated 554 model 2 (finishes Sat 19:35 -- 514/h)
20240914-17:58:15 nb_generated 517 model 4 (finishes Sat 19:46 -- 477/h)
20240914-17:58:21 nb_generated 557 model 2 (finishes Sat 19:34 -- 516/h)
20240914-17:58:27 nb_generated 522 model 9 (finishes Sat 19:45 -- 481/h)
20240914-17:58:33 nb_generated 557 model 7 (finishes Sat 19:35 -- 513/h)
20240914-17:58:37 nb_generated 524 model 6 (finishes Sat 19:45 -- 482/h)
20240914-17:58:46 nb_generated 557 model 8 (finishes Sat 19:36 -- 511/h)
20240914-17:58:48 nb_generated 526 model 0 (finishes Sat 19:44 -- 483/h)
20240914-17:58:56 nb_generated 527 model 5 (finishes Sat 19:44 -- 483/h)
20240914-17:58:57 nb_generated 557 model 4 (finishes Sat 19:36 -- 509/h)
20240914-17:59:04 nb_generated 527 model 1 (finishes Sat 19:45 -- 481/h)
20240914-17:59:16 nb_generated 529 model 6 (finishes Sat 19:45 -- 481/h)
20240914-17:59:17 nb_generated 559 model 7 (finishes Sat 19:37 -- 507/h)
20240914-17:59:24 nb_generated 530 model 1 (finishes Sat 19:45 -- 480/h)
20240914-17:59:28 nb_generated 563 model 4 (finishes Sat 19:36 -- 509/h)
20240914-17:59:38 nb_generated 567 model 0 (finishes Sat 19:36 -- 511/h)
20240914-17:59:40 nb_generated 533 model 0 (finishes Sat 19:45 -- 482/h)
20240914-17:59:48 nb_generated 570 model 2 (finishes Sat 19:36 -- 511/h)
20240914-17:59:53 nb_generated 533 model 6 (finishes Sat 19:45 -- 479/h)
20240914-17:59:59 nb_generated 536 model 1 (finishes Sat 19:45 -- 482/h)
20240914-18:00:01 nb_generated 571 model 0 (finishes Sat 19:36 -- 510/h)
20240914-18:00:08 nb_generated 539 model 5 (finishes Sat 19:44 -- 484/h)
20240914-18:00:14 nb_generated 545 model 1 (finishes Sat 19:42 -- 489/h)
20240914-18:00:14 nb_generated 573 model 1 (finishes Sat 19:36 -- 511/h)
20240914-18:00:22 nb_generated 547 model 5 (finishes Sat 19:42 -- 489/h)
20240914-18:00:32 nb_generated 577 model 4 (finishes Sat 19:36 -- 511/h)
20240914-18:00:39 nb_generated 551 model 5 (finishes Sat 19:42 -- 490/h)
20240914-18:00:48 nb_generated 554 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:00:52 nb_generated 578 model 8 (finishes Sat 19:37 -- 508/h)
20240914-18:00:57 nb_generated 557 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:01:07 nb_generated 560 model 0 (finishes Sat 19:41 -- 494/h)
20240914-18:01:08 nb_generated 578 model 8 (finishes Sat 19:37 -- 505/h)
20240914-18:01:16 nb_generated 580 model 3 (finishes Sat 19:38 -- 505/h)
20240914-18:01:20 nb_generated 563 model 5 (finishes Sat 19:41 -- 493/h)
20240914-18:01:27 nb_generated 582 model 4 (finishes Sat 19:37 -- 505/h)
20240914-18:01:29 nb_generated 563 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:01:40 nb_generated 566 model 2 (finishes Sat 19:41 -- 493/h)
20240914-18:01:44 nb_generated 584 model 7 (finishes Sat 19:38 -- 504/h)
20240914-18:01:49 nb_generated 568 model 0 (finishes Sat 19:41 -- 493/h)
20240914-18:01:54 nb_generated 587 model 6 (finishes Sat 19:37 -- 506/h)
20240914-18:01:56 nb_generated 569 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:02:06 nb_generated 589 model 5 (finishes Sat 19:37 -- 506/h)
20240914-18:02:06 nb_generated 571 model 3 (finishes Sat 19:41 -- 494/h)
20240914-18:02:15 nb_generated 590 model 1 (finishes Sat 19:37 -- 506/h)
20240914-18:02:15 nb_generated 571 model 1 (finishes Sat 19:41 -- 492/h)
20240914-18:02:24 nb_generated 593 model 3 (finishes Sat 19:37 -- 507/h)
20240914-18:02:26 nb_generated 573 model 4 (finishes Sat 19:42 -- 491/h)
20240914-18:02:32 nb_generated 597 model 7 (finishes Sat 19:37 -- 508/h)
20240914-18:02:41 nb_generated 597 model 8 (finishes Sat 19:37 -- 506/h)
20240914-18:02:42 nb_generated 574 model 6 (finishes Sat 19:42 -- 490/h)
20240914-18:02:50 nb_generated 600 model 3 (finishes Sat 19:37 -- 508/h)
20240914-18:02:58 nb_generated 575 model 5 (finishes Sat 19:42 -- 489/h)
20240914-18:03:04 nb_generated 602 model 7 (finishes Sat 19:37 -- 507/h)
20240914-18:03:09 nb_generated 582 model 3 (finishes Sat 19:42 -- 492/h)
20240914-18:03:18 nb_generated 607 model 2 (finishes Sat 19:36 -- 510/h)
20240914-18:03:22 nb_generated 583 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:03:29 nb_generated 608 model 7 (finishes Sat 19:36 -- 510/h)
20240914-18:03:33 nb_generated 586 model 6 (finishes Sat 19:42 -- 491/h)
20240914-18:03:42 nb_generated 587 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:03:51 nb_generated 610 model 8 (finishes Sat 19:37 -- 507/h)
20240914-18:03:55 nb_generated 589 model 7 (finishes Sat 19:42 -- 491/h)
20240914-18:04:04 nb_generated 589 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:04:07 nb_generated 612 model 0 (finishes Sat 19:37 -- 507/h)
20240914-18:04:16 nb_generated 589 model 3 (finishes Sat 19:43 -- 488/h)
20240914-18:04:19 nb_generated 614 model 8 (finishes Sat 19:37 -- 507/h)
20240914-18:04:25 nb_generated 592 model 9 (finishes Sat 19:42 -- 490/h)
20240914-18:04:32 nb_generated 617 model 6 (finishes Sat 19:37 -- 508/h)
20240914-18:04:33 nb_generated 596 model 7 (finishes Sat 19:41 -- 492/h)
20240914-18:04:43 nb_generated 620 model 3 (finishes Sat 19:36 -- 509/h)
20240914-18:04:50 nb_generated 622 model 1 (finishes Sat 19:36 -- 509/h)
20240914-18:04:58 nb_generated 597 model 4 (finishes Sat 19:42 -- 490/h)
20240914-18:05:04 nb_generated 622 model 3 (finishes Sat 19:37 -- 507/h)
20240914-18:05:13 nb_generated 622 model 7 (finishes Sat 19:37 -- 506/h)
20240914-18:05:14 nb_generated 599 model 3 (finishes Sat 19:42 -- 489/h)
20240914-18:05:22 nb_generated 602 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:05:23 nb_generated 625 model 0 (finishes Sat 19:37 -- 506/h)
20240914-18:05:29 nb_generated 604 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:05:32 nb_generated 629 model 5 (finishes Sat 19:37 -- 508/h)
20240914-18:05:37 nb_generated 607 model 8 (finishes Sat 19:42 -- 491/h)
20240914-18:05:43 nb_generated 630 model 3 (finishes Sat 19:37 -- 508/h)
20240914-18:05:49 nb_generated 609 model 6 (finishes Sat 19:41 -- 492/h)
20240914-18:05:57 nb_generated 631 model 4 (finishes Sat 19:37 -- 507/h)
20240914-18:06:06 nb_generated 633 model 9 (finishes Sat 19:37 -- 507/h)
20240914-18:06:08 nb_generated 609 model 8 (finishes Sat 19:42 -- 489/h)
20240914-18:06:15 nb_generated 638 model 9 (finishes Sat 19:36 -- 511/h)
20240914-18:06:23 nb_generated 611 model 2 (finishes Sat 19:43 -- 488/h)
20240914-18:06:26 nb_generated 641 model 9 (finishes Sat 19:35 -- 513/h)
20240914-18:06:38 nb_generated 614 model 5 (finishes Sat 19:42 -- 489/h)
20240914-18:06:38 nb_generated 644 model 0 (finishes Sat 19:35 -- 513/h)
20240914-18:06:51 nb_generated 618 model 2 (finishes Sat 19:42 -- 489/h)
20240914-18:06:55 nb_generated 646 model 8 (finishes Sat 19:36 -- 512/h)
20240914-18:07:06 nb_generated 618 model 8 (finishes Sat 19:43 -- 487/h)
20240914-18:07:12 nb_generated 649 model 4 (finishes Sat 19:36 -- 511/h)
20240914-18:07:17 nb_generated 620 model 9 (finishes Sat 19:43 -- 488/h)
20240914-18:07:21 nb_generated 650 model 2 (finishes Sat 19:36 -- 510/h)
20240914-18:07:26 nb_generated 624 model 3 (finishes Sat 19:42 -- 491/h)
20240914-18:07:39 nb_generated 652 model 8 (finishes Sat 19:37 -- 508/h)
20240914-18:07:43 nb_generated 626 model 6 (finishes Sat 19:42 -- 490/h)
20240914-18:07:45 nb_generated 653 model 1 (finishes Sat 19:37 -- 507/h)
20240914-18:07:53 nb_generated 629 model 4 (finishes Sat 19:42 -- 490/h)
20240914-18:08:04 nb_generated 632 model 7 (finishes Sat 19:42 -- 490/h)
20240914-18:08:04 nb_generated 653 model 7 (finishes Sat 19:38 -- 505/h)
20240914-18:08:14 nb_generated 635 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:08:15 nb_generated 655 model 0 (finishes Sat 19:38 -- 503/h)
20240914-18:08:28 nb_generated 635 model 4 (finishes Sat 19:42 -- 489/h)
20240914-18:08:29 nb_generated 656 model 8 (finishes Sat 19:38 -- 502/h)
20240914-18:08:36 nb_generated 661 model 5 (finishes Sat 19:37 -- 506/h)
20240914-18:08:47 nb_generated 662 model 6 (finishes Sat 19:37 -- 506/h)
20240914-18:08:48 nb_generated 636 model 0 (finishes Sat 19:43 -- 486/h)
20240914-18:08:57 nb_generated 663 model 9 (finishes Sat 19:37 -- 505/h)
20240914-18:09:00 nb_generated 640 model 0 (finishes Sat 19:43 -- 488/h)
20240914-18:09:14 nb_generated 641 model 4 (finishes Sat 19:43 -- 487/h)
20240914-18:09:16 nb_generated 665 model 8 (finishes Sat 19:38 -- 505/h)
20240914-18:09:22 nb_generated 643 model 3 (finishes Sat 19:43 -- 488/h)
20240914-18:09:29 nb_generated 666 model 5 (finishes Sat 19:38 -- 503/h)
20240914-18:09:33 nb_generated 646 model 2 (finishes Sat 19:43 -- 488/h)
20240914-18:09:40 nb_generated 670 model 4 (finishes Sat 19:37 -- 505/h)
20240914-18:09:44 nb_generated 649 model 5 (finishes Sat 19:42 -- 490/h)
20240914-18:09:50 nb_generated 649 model 1 (finishes Sat 19:42 -- 489/h)
20240914-18:09:55 nb_generated 671 model 8 (finishes Sat 19:38 -- 504/h)
20240914-18:10:01 nb_generated 650 model 8 (finishes Sat 19:43 -- 488/h)
20240914-18:10:03 nb_generated 672 model 5 (finishes Sat 19:38 -- 503/h)
20240914-18:10:18 nb_generated 654 model 6 (finishes Sat 19:43 -- 488/h)
20240914-18:10:20 nb_generated 673 model 4 (finishes Sat 19:39 -- 502/h)
20240914-18:10:31 nb_generated 656 model 3 (finishes Sat 19:43 -- 487/h)
20240914-18:10:38 nb_generated 673 model 4 (finishes Sat 19:39 -- 499/h)
20240914-18:10:45 nb_generated 659 model 7 (finishes Sat 19:43 -- 486/h)
20240914-18:10:51 nb_generated 674 model 4 (finishes Sat 19:39 -- 498/h)
20240914-18:10:53 nb_generated 663 model 1 (finishes Sat 19:43 -- 488/h)
20240914-18:11:01 nb_generated 665 model 0 (finishes Sat 19:42 -- 489/h)
20240914-18:11:03 nb_generated 676 model 4 (finishes Sat 19:39 -- 499/h)
20240914-18:11:10 nb_generated 667 model 9 (finishes Sat 19:42 -- 490/h)
20240914-18:11:14 nb_generated 680 model 0 (finishes Sat 19:39 -- 500/h)
20240914-18:11:23 nb_generated 670 model 4 (finishes Sat 19:42 -- 491/h)
20240914-18:11:24 nb_generated 681 model 2 (finishes Sat 19:39 -- 500/h)
20240914-18:11:36 nb_generated 682 model 7 (finishes Sat 19:39 -- 499/h)
20240914-18:11:37 nb_generated 670 model 4 (finishes Sat 19:42 -- 489/h)
20240914-18:11:42 nb_generated 683 model 7 (finishes Sat 19:39 -- 498/h)
20240914-18:11:52 nb_generated 672 model 6 (finishes Sat 19:43 -- 488/h)
20240914-18:11:54 nb_generated 684 model 4 (finishes Sat 19:40 -- 498/h)
20240914-18:12:01 nb_generated 674 model 7 (finishes Sat 19:42 -- 489/h)
20240914-18:12:06 nb_generated 684 model 5 (finishes Sat 19:40 -- 496/h)
20240914-18:12:14 nb_generated 675 model 6 (finishes Sat 19:43 -- 487/h)
20240914-18:12:19 nb_generated 688 model 9 (finishes Sat 19:40 -- 497/h)
20240914-18:12:20 nb_generated 675 model 1 (finishes Sat 19:43 -- 487/h)
20240914-18:12:28 nb_generated 677 model 2 (finishes Sat 19:43 -- 486/h)
20240914-18:12:32 nb_generated 691 model 5 (finishes Sat 19:40 -- 497/h)
20240914-18:12:41 nb_generated 692 model 8 (finishes Sat 19:40 -- 497/h)
20240914-18:12:43 nb_generated 679 model 4 (finishes Sat 19:43 -- 486/h)
20240914-18:12:53 nb_generated 682 model 9 (finishes Sat 19:43 -- 488/h)
20240914-18:12:54 nb_generated 694 model 2 (finishes Sat 19:40 -- 497/h)
20240914-18:13:02 nb_generated 684 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:13:04 nb_generated 695 model 7 (finishes Sat 19:40 -- 496/h)
20240914-18:13:13 nb_generated 698 model 3 (finishes Sat 19:40 -- 497/h)
20240914-18:13:16 nb_generated 687 model 6 (finishes Sat 19:42 -- 489/h)
20240914-18:13:22 nb_generated 701 model 9 (finishes Sat 19:39 -- 498/h)
20240914-18:13:25 nb_generated 689 model 2 (finishes Sat 19:42 -- 490/h)
20240914-18:13:31 nb_generated 706 model 9 (finishes Sat 19:38 -- 502/h)
20240914-18:13:35 nb_generated 691 model 2 (finishes Sat 19:42 -- 489/h)
20240914-18:13:40 nb_generated 709 model 9 (finishes Sat 19:38 -- 504/h)
20240914-18:13:41 nb_generated 692 model 1 (finishes Sat 19:43 -- 489/h)
20240914-18:13:50 nb_generated 693 model 9 (finishes Sat 19:43 -- 488/h)
20240914-18:13:55 nb_generated 709 model 4 (finishes Sat 19:38 -- 502/h)
20240914-18:13:59 nb_generated 695 model 1 (finishes Sat 19:42 -- 489/h)
20240914-18:14:07 nb_generated 714 model 0 (finishes Sat 19:38 -- 505/h)
20240914-18:14:07 nb_generated 697 model 1 (finishes Sat 19:42 -- 489/h)
20240914-18:14:16 nb_generated 698 model 7 (finishes Sat 19:42 -- 489/h)
20240914-18:14:20 nb_generated 717 model 2 (finishes Sat 19:38 -- 505/h)
20240914-18:14:27 nb_generated 700 model 4 (finishes Sat 19:42 -- 489/h)
20240914-18:14:39 nb_generated 702 model 5 (finishes Sat 19:42 -- 489/h)
20240914-18:14:39 nb_generated 718 model 8 (finishes Sat 19:38 -- 503/h)
20240914-18:14:48 nb_generated 705 model 9 (finishes Sat 19:42 -- 490/h)
20240914-18:14:50 nb_generated 723 model 9 (finishes Sat 19:37 -- 506/h)
20240914-18:15:01 nb_generated 707 model 2 (finishes Sat 19:42 -- 490/h)
20240914-18:15:01 nb_generated 724 model 5 (finishes Sat 19:38 -- 504/h)
20240914-18:15:11 nb_generated 729 model 3 (finishes Sat 19:38 -- 505/h)
20240914-18:15:18 nb_generated 709 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:15:22 nb_generated 733 model 6 (finishes Sat 19:37 -- 507/h)
20240914-18:15:30 nb_generated 737 model 3 (finishes Sat 19:37 -- 508/h)
20240914-18:15:33 nb_generated 709 model 8 (finishes Sat 19:43 -- 488/h)
20240914-18:15:43 nb_generated 742 model 0 (finishes Sat 19:36 -- 510/h)
20240914-18:15:45 nb_generated 711 model 5 (finishes Sat 19:43 -- 488/h)
20240914-18:15:49 nb_generated 742 model 1 (finishes Sat 19:36 -- 509/h)
20240914-18:15:52 nb_generated 716 model 0 (finishes Sat 19:42 -- 490/h)
20240914-18:16:02 nb_generated 717 model 3 (finishes Sat 19:42 -- 490/h)
20240914-18:16:02 nb_generated 743 model 2 (finishes Sat 19:37 -- 508/h)
20240914-18:16:15 nb_generated 722 model 0 (finishes Sat 19:41 -- 492/h)
20240914-18:16:18 nb_generated 745 model 4 (finishes Sat 19:37 -- 508/h)
20240914-18:16:23 nb_generated 746 model 1 (finishes Sat 19:37 -- 507/h)
20240914-18:16:27 nb_generated 724 model 2 (finishes Sat 19:41 -- 492/h)
20240914-18:16:34 nb_generated 747 model 7 (finishes Sat 19:37 -- 507/h)
20240914-18:16:46 nb_generated 724 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:16:49 nb_generated 749 model 4 (finishes Sat 19:37 -- 507/h)
20240914-18:16:59 nb_generated 727 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:17:05 nb_generated 753 model 6 (finishes Sat 19:37 -- 508/h)
20240914-18:17:10 nb_generated 730 model 4 (finishes Sat 19:41 -- 493/h)
20240914-18:17:17 nb_generated 753 model 3 (finishes Sat 19:37 -- 507/h)
20240914-18:17:20 nb_generated 731 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:17:31 nb_generated 733 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:17:31 nb_generated 755 model 6 (finishes Sat 19:37 -- 506/h)
20240914-18:17:40 nb_generated 733 model 4 (finishes Sat 19:42 -- 490/h)
20240914-18:17:52 nb_generated 756 model 8 (finishes Sat 19:38 -- 504/h)
20240914-18:17:53 nb_generated 734 model 2 (finishes Sat 19:42 -- 489/h)
20240914-18:17:58 nb_generated 760 model 1 (finishes Sat 19:37 -- 507/h)
20240914-18:18:04 nb_generated 736 model 0 (finishes Sat 19:42 -- 489/h)
20240914-18:18:12 nb_generated 760 model 7 (finishes Sat 19:37 -- 505/h)
20240914-18:18:16 nb_generated 739 model 3 (finishes Sat 19:42 -- 490/h)
20240914-18:18:23 nb_generated 761 model 3 (finishes Sat 19:38 -- 505/h)
20240914-18:18:27 nb_generated 742 model 3 (finishes Sat 19:42 -- 491/h)
20240914-18:18:33 nb_generated 762 model 0 (finishes Sat 19:38 -- 504/h)
20240914-18:18:45 nb_generated 763 model 2 (finishes Sat 19:38 -- 504/h)
20240914-18:18:47 nb_generated 743 model 6 (finishes Sat 19:42 -- 490/h)
20240914-18:18:55 nb_generated 764 model 3 (finishes Sat 19:38 -- 504/h)
20240914-18:18:57 nb_generated 745 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:19:07 nb_generated 765 model 4 (finishes Sat 19:38 -- 503/h)
20240914-18:19:09 nb_generated 746 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:19:14 nb_generated 769 model 0 (finishes Sat 19:37 -- 505/h)
20240914-18:19:19 nb_generated 750 model 3 (finishes Sat 19:42 -- 490/h)
20240914-18:19:25 nb_generated 770 model 7 (finishes Sat 19:38 -- 504/h)
20240914-18:19:27 nb_generated 751 model 6 (finishes Sat 19:42 -- 490/h)
20240914-18:19:34 nb_generated 774 model 9 (finishes Sat 19:37 -- 506/h)
20240914-18:19:39 nb_generated 753 model 2 (finishes Sat 19:42 -- 490/h)
20240914-18:19:46 nb_generated 774 model 4 (finishes Sat 19:38 -- 504/h)
20240914-18:19:49 nb_generated 754 model 6 (finishes Sat 19:42 -- 489/h)
20240914-18:19:58 nb_generated 777 model 8 (finishes Sat 19:38 -- 505/h)
20240914-18:19:59 nb_generated 756 model 9 (finishes Sat 19:42 -- 490/h)
20240914-18:20:13 nb_generated 779 model 8 (finishes Sat 19:38 -- 504/h)
20240914-18:20:13 nb_generated 761 model 7 (finishes Sat 19:42 -- 490/h)
20240914-18:20:23 nb_generated 780 model 1 (finishes Sat 19:38 -- 504/h)
20240914-18:20:24 nb_generated 763 model 7 (finishes Sat 19:42 -- 490/h)
20240914-18:20:35 nb_generated 780 model 3 (finishes Sat 19:38 -- 503/h)
20240914-18:20:38 nb_generated 764 model 7 (finishes Sat 19:42 -- 490/h)
20240914-18:20:47 nb_generated 781 model 4 (finishes Sat 19:38 -- 502/h)
20240914-18:20:54 nb_generated 765 model 4 (finishes Sat 19:43 -- 488/h)
20240914-18:20:59 nb_generated 782 model 9 (finishes Sat 19:39 -- 502/h)
20240914-18:21:04 nb_generated 766 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:21:11 nb_generated 785 model 2 (finishes Sat 19:38 -- 502/h)
20240914-18:21:14 nb_generated 768 model 8 (finishes Sat 19:43 -- 486/h)
20240914-18:21:22 nb_generated 787 model 9 (finishes Sat 19:39 -- 501/h)
20240914-18:21:25 nb_generated 772 model 4 (finishes Sat 19:43 -- 488/h)
20240914-18:21:30 nb_generated 788 model 2 (finishes Sat 19:39 -- 501/h)
20240914-18:21:33 nb_generated 772 model 1 (finishes Sat 19:43 -- 487/h)
20240914-18:21:38 nb_generated 788 model 9 (finishes Sat 19:39 -- 500/h)
20240914-18:21:41 nb_generated 774 model 1 (finishes Sat 19:43 -- 487/h)
20240914-18:21:51 nb_generated 774 model 6 (finishes Sat 19:43 -- 485/h)
20240914-18:21:52 nb_generated 789 model 4 (finishes Sat 19:39 -- 500/h)
20240914-18:22:03 nb_generated 790 model 5 (finishes Sat 19:40 -- 498/h)
20240914-18:22:08 nb_generated 777 model 7 (finishes Sat 19:43 -- 486/h)
20240914-18:22:13 nb_generated 790 model 1 (finishes Sat 19:40 -- 497/h)
20240914-18:22:25 nb_generated 778 model 8 (finishes Sat 19:44 -- 484/h)
20240914-18:22:25 nb_generated 790 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:22:35 nb_generated 782 model 7 (finishes Sat 19:43 -- 486/h)
20240914-18:22:36 nb_generated 792 model 9 (finishes Sat 19:40 -- 495/h)
20240914-18:22:46 nb_generated 794 model 0 (finishes Sat 19:40 -- 495/h)
20240914-18:22:48 nb_generated 782 model 6 (finishes Sat 19:44 -- 484/h)
20240914-18:22:58 nb_generated 784 model 0 (finishes Sat 19:44 -- 485/h)
20240914-18:22:59 nb_generated 796 model 6 (finishes Sat 19:40 -- 495/h)
20240914-18:23:06 nb_generated 796 model 1 (finishes Sat 19:41 -- 494/h)
20240914-18:23:14 nb_generated 787 model 2 (finishes Sat 19:43 -- 485/h)
20240914-18:23:17 nb_generated 798 model 0 (finishes Sat 19:41 -- 495/h)
20240914-18:23:20 nb_generated 789 model 7 (finishes Sat 19:43 -- 486/h)
20240914-18:23:25 nb_generated 799 model 2 (finishes Sat 19:41 -- 494/h)
20240914-18:23:31 nb_generated 792 model 7 (finishes Sat 19:43 -- 487/h)
20240914-18:23:39 nb_generated 798 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:23:43 nb_generated 800 model 8 (finishes Sat 19:41 -- 493/h)
20240914-18:23:49 nb_generated 800 model 2 (finishes Sat 19:42 -- 491/h)
20240914-18:23:52 nb_generated 800 model 4 (finishes Sat 19:42 -- 492/h)
20240914-18:23:56 nb_generated 804 model 5 (finishes Sat 19:41 -- 493/h)
20240914-18:24:05 nb_generated 811 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:24:06 nb_generated 803 model 0 (finishes Sat 19:41 -- 493/h)
20240914-18:24:19 nb_generated 803 model 4 (finishes Sat 19:42 -- 491/h)
20240914-18:24:19 nb_generated 813 model 0 (finishes Sat 19:40 -- 495/h)
20240914-18:24:28 nb_generated 805 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:24:35 nb_generated 815 model 2 (finishes Sat 19:41 -- 494/h)
20240914-18:24:38 nb_generated 806 model 3 (finishes Sat 19:42 -- 492/h)
20240914-18:24:46 nb_generated 816 model 0 (finishes Sat 19:41 -- 494/h)
20240914-18:24:49 nb_generated 809 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:24:55 nb_generated 818 model 9 (finishes Sat 19:41 -- 494/h)
20240914-18:24:58 nb_generated 810 model 4 (finishes Sat 19:42 -- 492/h)
20240914-18:25:07 nb_generated 820 model 7 (finishes Sat 19:41 -- 493/h)
20240914-18:25:16 nb_generated 822 model 4 (finishes Sat 19:41 -- 494/h)
20240914-18:25:18 nb_generated 810 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:25:29 nb_generated 825 model 6 (finishes Sat 19:41 -- 494/h)
20240914-18:25:31 nb_generated 813 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:25:37 nb_generated 828 model 3 (finishes Sat 19:40 -- 495/h)
20240914-18:25:40 nb_generated 814 model 9 (finishes Sat 19:42 -- 490/h)
20240914-18:25:45 nb_generated 814 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:25:51 nb_generated 828 model 3 (finishes Sat 19:41 -- 494/h)
20240914-18:25:55 nb_generated 820 model 0 (finishes Sat 19:41 -- 493/h)
20240914-18:26:00 nb_generated 829 model 4 (finishes Sat 19:41 -- 494/h)
20240914-18:26:07 nb_generated 831 model 1 (finishes Sat 19:41 -- 493/h)
20240914-18:26:09 nb_generated 821 model 6 (finishes Sat 19:41 -- 492/h)
20240914-18:26:18 nb_generated 833 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:26:18 nb_generated 824 model 7 (finishes Sat 19:42 -- 492/h)
20240914-18:26:25 nb_generated 837 model 6 (finishes Sat 19:41 -- 495/h)
20240914-18:26:26 nb_generated 825 model 0 (finishes Sat 19:42 -- 492/h)
20240914-18:26:34 nb_generated 828 model 2 (finishes Sat 19:41 -- 492/h)
20240914-18:26:36 nb_generated 839 model 4 (finishes Sat 19:41 -- 494/h)
20240914-18:26:41 nb_generated 832 model 5 (finishes Sat 19:41 -- 495/h)
20240914-18:26:48 nb_generated 835 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:26:50 nb_generated 840 model 4 (finishes Sat 19:41 -- 494/h)
20240914-18:26:57 nb_generated 836 model 5 (finishes Sat 19:40 -- 495/h)
20240914-18:27:00 nb_generated 843 model 5 (finishes Sat 19:41 -- 494/h)
20240914-18:27:08 nb_generated 848 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:27:12 nb_generated 838 model 6 (finishes Sat 19:41 -- 495/h)
20240914-18:27:20 nb_generated 850 model 1 (finishes Sat 19:40 -- 496/h)
20240914-18:27:22 nb_generated 840 model 9 (finishes Sat 19:41 -- 494/h)
20240914-18:27:30 nb_generated 842 model 5 (finishes Sat 19:41 -- 495/h)
20240914-18:27:35 nb_generated 853 model 6 (finishes Sat 19:41 -- 494/h)
20240914-18:27:42 nb_generated 855 model 1 (finishes Sat 19:40 -- 495/h)
20240914-18:27:42 nb_generated 844 model 6 (finishes Sat 19:41 -- 494/h)
20240914-18:27:51 nb_generated 860 model 1 (finishes Sat 19:40 -- 497/h)
20240914-18:27:53 nb_generated 844 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:27:59 nb_generated 860 model 1 (finishes Sat 19:40 -- 497/h)
20240914-18:28:03 nb_generated 845 model 4 (finishes Sat 19:41 -- 492/h)
20240914-18:28:09 nb_generated 861 model 6 (finishes Sat 19:40 -- 496/h)
20240914-18:28:10 nb_generated 846 model 9 (finishes Sat 19:41 -- 492/h)
20240914-18:28:18 nb_generated 863 model 9 (finishes Sat 19:40 -- 497/h)
20240914-18:28:21 nb_generated 849 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:28:33 nb_generated 851 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:28:38 nb_generated 863 model 8 (finishes Sat 19:41 -- 495/h)
20240914-18:28:41 nb_generated 858 model 5 (finishes Sat 19:41 -- 494/h)
20240914-18:28:49 nb_generated 868 model 3 (finishes Sat 19:40 -- 497/h)
20240914-18:28:51 nb_generated 860 model 9 (finishes Sat 19:41 -- 495/h)
20240914-18:29:00 nb_generated 871 model 7 (finishes Sat 19:40 -- 497/h)
20240914-18:29:02 nb_generated 862 model 9 (finishes Sat 19:40 -- 495/h)
20240914-18:29:10 nb_generated 873 model 0 (finishes Sat 19:40 -- 497/h)
20240914-18:29:13 nb_generated 864 model 0 (finishes Sat 19:40 -- 496/h)
20240914-18:29:22 nb_generated 874 model 2 (finishes Sat 19:40 -- 497/h)
20240914-18:29:23 nb_generated 865 model 8 (finishes Sat 19:40 -- 495/h)
20240914-18:29:33 nb_generated 876 model 4 (finishes Sat 19:40 -- 496/h)
20240914-18:29:38 nb_generated 867 model 2 (finishes Sat 19:40 -- 495/h)
20240914-18:29:40 nb_generated 877 model 1 (finishes Sat 19:40 -- 496/h)
20240914-18:29:49 nb_generated 883 model 9 (finishes Sat 19:39 -- 500/h)
20240914-18:29:54 nb_generated 868 model 2 (finishes Sat 19:41 -- 494/h)
20240914-18:30:00 nb_generated 885 model 0 (finishes Sat 19:39 -- 500/h)
20240914-18:30:06 nb_generated 870 model 9 (finishes Sat 19:41 -- 495/h)
20240914-18:30:12 nb_generated 887 model 4 (finishes Sat 19:39 -- 501/h)
20240914-18:30:13 nb_generated 873 model 1 (finishes Sat 19:41 -- 495/h)
20240914-18:30:23 nb_generated 888 model 2 (finishes Sat 19:39 -- 500/h)
20240914-18:30:25 nb_generated 876 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:30:34 nb_generated 895 model 5 (finishes Sat 19:38 -- 502/h)
20240914-18:30:38 nb_generated 877 model 7 (finishes Sat 19:40 -- 495/h)
20240914-18:30:44 nb_generated 896 model 4 (finishes Sat 19:38 -- 502/h)
20240914-18:30:49 nb_generated 880 model 6 (finishes Sat 19:40 -- 496/h)
20240914-18:30:52 nb_generated 899 model 6 (finishes Sat 19:38 -- 502/h)
20240914-18:30:58 nb_generated 884 model 4 (finishes Sat 19:40 -- 498/h)
20240914-18:31:05 nb_generated 902 model 4 (finishes Sat 19:38 -- 503/h)
20240914-18:31:06 nb_generated 886 model 1 (finishes Sat 19:39 -- 499/h)
20240914-18:31:16 nb_generated 904 model 3 (finishes Sat 19:38 -- 503/h)
20240914-18:31:19 nb_generated 891 model 3 (finishes Sat 19:39 -- 501/h)
20240914-18:31:30 nb_generated 907 model 3 (finishes Sat 19:38 -- 504/h)
20240914-18:31:31 nb_generated 893 model 3 (finishes Sat 19:39 -- 501/h)
20240914-18:31:41 nb_generated 909 model 6 (finishes Sat 19:38 -- 504/h)
20240914-18:31:41 nb_generated 894 model 6 (finishes Sat 19:39 -- 500/h)
20240914-18:31:52 nb_generated 909 model 1 (finishes Sat 19:38 -- 503/h)
20240914-18:31:57 nb_generated 898 model 3 (finishes Sat 19:39 -- 501/h)
20240914-18:31:59 nb_generated 912 model 9 (finishes Sat 19:38 -- 504/h)
20240914-18:32:10 nb_generated 913 model 3 (finishes Sat 19:38 -- 503/h)
20240914-18:32:16 nb_generated 900 model 0 (finishes Sat 19:39 -- 500/h)
20240914-18:32:19 nb_generated 918 model 2 (finishes Sat 19:38 -- 504/h)
20240914-18:32:26 nb_generated 900 model 3 (finishes Sat 19:39 -- 499/h)
20240914-18:32:30 nb_generated 921 model 9 (finishes Sat 19:38 -- 504/h)
20240914-18:32:36 nb_generated 900 model 3 (finishes Sat 19:39 -- 499/h)
20240914-18:32:43 nb_generated 923 model 6 (finishes Sat 19:38 -- 503/h)
20240914-18:32:47 nb_generated 900 model 2 (finishes Sat 19:40 -- 497/h)
20240914-18:32:59 nb_generated 904 model 7 (finishes Sat 19:39 -- 498/h)
20240914-18:33:00 nb_generated 924 model 3 (finishes Sat 19:38 -- 502/h)
20240914-18:33:13 nb_generated 925 model 6 (finishes Sat 19:39 -- 501/h)
20240914-18:33:19 nb_generated 905 model 6 (finishes Sat 19:40 -- 496/h)
20240914-18:33:32 nb_generated 907 model 7 (finishes Sat 19:40 -- 497/h)
20240914-18:33:33 nb_generated 926 model 6 (finishes Sat 19:39 -- 499/h)
20240914-18:33:39 nb_generated 911 model 3 (finishes Sat 19:40 -- 498/h)
20240914-18:33:51 nb_generated 926 model 8 (finishes Sat 19:40 -- 497/h)
20240914-18:33:59 nb_generated 912 model 8 (finishes Sat 19:40 -- 497/h)
20240914-18:34:01 nb_generated 927 model 1 (finishes Sat 19:40 -- 497/h)
20240914-18:34:06 nb_generated 912 model 1 (finishes Sat 19:40 -- 496/h)
20240914-18:34:11 nb_generated 931 model 2 (finishes Sat 19:39 -- 498/h)
20240914-18:34:13 nb_generated 914 model 9 (finishes Sat 19:40 -- 496/h)
20240914-18:34:28 nb_generated 931 model 4 (finishes Sat 19:40 -- 497/h)
20240914-18:34:29 nb_generated 914 model 4 (finishes Sat 19:41 -- 494/h)
20240914-18:34:40 nb_generated 933 model 8 (finishes Sat 19:40 -- 496/h)
20240914-18:34:40 nb_generated 917 model 9 (finishes Sat 19:41 -- 495/h)
20240914-18:34:49 nb_generated 939 model 9 (finishes Sat 19:39 -- 500/h)
20240914-18:34:50 nb_generated 918 model 4 (finishes Sat 19:41 -- 495/h)
20240914-18:35:00 nb_generated 943 model 3 (finishes Sat 19:39 -- 501/h)
20240914-18:35:03 nb_generated 918 model 7 (finishes Sat 19:41 -- 493/h)
20240914-18:35:12 nb_generated 945 model 6 (finishes Sat 19:39 -- 501/h)
20240914-18:35:15 nb_generated 919 model 1 (finishes Sat 19:41 -- 493/h)
20240914-18:35:17 nb_generated 947 model 1 (finishes Sat 19:39 -- 501/h)
20240914-18:35:23 nb_generated 922 model 9 (finishes Sat 19:41 -- 494/h)
20240914-18:35:26 nb_generated 950 model 1 (finishes Sat 19:39 -- 501/h)
20240914-18:35:35 nb_generated 951 model 0 (finishes Sat 19:39 -- 501/h)
20240914-18:35:36 nb_generated 924 model 0 (finishes Sat 19:41 -- 494/h)
20240914-18:35:44 nb_generated 954 model 2 (finishes Sat 19:39 -- 501/h)
20240914-18:35:49 nb_generated 924 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:35:56 nb_generated 927 model 1 (finishes Sat 19:41 -- 493/h)
20240914-18:36:04 nb_generated 954 model 4 (finishes Sat 19:39 -- 499/h)
20240914-18:36:12 nb_generated 928 model 2 (finishes Sat 19:41 -- 492/h)
20240914-18:36:15 nb_generated 956 model 6 (finishes Sat 19:39 -- 500/h)
20240914-18:36:25 nb_generated 959 model 7 (finishes Sat 19:39 -- 499/h)
20240914-18:36:29 nb_generated 931 model 0 (finishes Sat 19:41 -- 493/h)
20240914-18:36:37 nb_generated 966 model 7 (finishes Sat 19:38 -- 503/h)
20240914-18:36:44 nb_generated 931 model 2 (finishes Sat 19:42 -- 491/h)
20240914-18:36:45 nb_generated 967 model 2 (finishes Sat 19:38 -- 503/h)
20240914-18:36:57 nb_generated 971 model 2 (finishes Sat 19:38 -- 505/h)
20240914-18:37:02 nb_generated 931 model 7 (finishes Sat 19:42 -- 490/h)
20240914-18:37:09 nb_generated 974 model 0 (finishes Sat 19:37 -- 505/h)
20240914-18:37:15 nb_generated 932 model 3 (finishes Sat 19:42 -- 489/h)
20240914-18:37:19 nb_generated 976 model 6 (finishes Sat 19:37 -- 506/h)
20240914-18:37:26 nb_generated 936 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:37:32 nb_generated 978 model 4 (finishes Sat 19:37 -- 506/h)
20240914-18:37:35 nb_generated 941 model 7 (finishes Sat 19:41 -- 492/h)
20240914-18:37:43 nb_generated 980 model 0 (finishes Sat 19:37 -- 506/h)
20240914-18:37:52 nb_generated 981 model 2 (finishes Sat 19:37 -- 506/h)
20240914-18:37:57 nb_generated 941 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:38:02 nb_generated 983 model 9 (finishes Sat 19:37 -- 507/h)
20240914-18:38:07 nb_generated 943 model 5 (finishes Sat 19:42 -- 490/h)
20240914-18:38:12 nb_generated 985 model 0 (finishes Sat 19:37 -- 507/h)
20240914-18:38:15 nb_generated 945 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:38:20 nb_generated 988 model 9 (finishes Sat 19:37 -- 508/h)
20240914-18:38:36 nb_generated 991 model 3 (finishes Sat 19:36 -- 509/h)
20240914-18:38:38 nb_generated 945 model 8 (finishes Sat 19:43 -- 488/h)
20240914-18:38:45 nb_generated 946 model 3 (finishes Sat 19:43 -- 488/h)
20240914-18:38:52 nb_generated 991 model 8 (finishes Sat 19:37 -- 507/h)
20240914-18:38:53 nb_generated 947 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:39:05 nb_generated 992 model 7 (finishes Sat 19:37 -- 507/h)
20240914-18:39:07 nb_generated 948 model 0 (finishes Sat 19:43 -- 488/h)
20240914-18:39:15 nb_generated 950 model 0 (finishes Sat 19:43 -- 488/h)
20240914-18:39:18 nb_generated 993 model 4 (finishes Sat 19:37 -- 505/h)
20240914-18:39:25 nb_generated 950 model 7 (finishes Sat 19:43 -- 487/h)
20240914-18:39:28 nb_generated 996 model 2 (finishes Sat 19:37 -- 506/h)
20240914-18:39:36 nb_generated 999 model 1 (finishes Sat 19:37 -- 507/h)
20240914-18:39:37 nb_generated 950 model 2 (finishes Sat 19:43 -- 486/h)
20240914-18:39:46 nb_generated 954 model 5 (finishes Sat 19:43 -- 487/h)
20240914-18:39:47 nb_generated 1001 model 4 (finishes Sat 19:37 -- 507/h)
20240914-18:39:54 nb_generated 955 model 1 (finishes Sat 19:43 -- 487/h)
20240914-18:39:56 nb_generated 1003 model 7 (finishes Sat 19:37 -- 508/h)
20240914-18:40:09 nb_generated 1004 model 0 (finishes Sat 19:37 -- 507/h)
20240914-18:40:10 nb_generated 959 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:40:20 nb_generated 961 model 3 (finishes Sat 19:43 -- 488/h)
20240914-18:40:21 nb_generated 1007 model 2 (finishes Sat 19:37 -- 508/h)
20240914-18:40:28 nb_generated 1013 model 1 (finishes Sat 19:36 -- 510/h)
20240914-18:40:33 nb_generated 963 model 9 (finishes Sat 19:43 -- 489/h)
20240914-18:40:38 nb_generated 1015 model 4 (finishes Sat 19:36 -- 510/h)
20240914-18:40:44 nb_generated 965 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:40:53 nb_generated 1018 model 4 (finishes Sat 19:36 -- 510/h)
20240914-18:40:54 nb_generated 966 model 4 (finishes Sat 19:43 -- 487/h)
20240914-18:41:01 nb_generated 1019 model 9 (finishes Sat 19:36 -- 510/h)
20240914-18:41:02 nb_generated 972 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:41:12 nb_generated 975 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:41:17 nb_generated 1021 model 5 (finishes Sat 19:36 -- 510/h)
20240914-18:41:24 nb_generated 978 model 3 (finishes Sat 19:42 -- 491/h)
20240914-18:41:32 nb_generated 1023 model 0 (finishes Sat 19:36 -- 510/h)
20240914-18:41:34 nb_generated 980 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:41:44 nb_generated 984 model 9 (finishes Sat 19:41 -- 492/h)
20240914-18:41:48 nb_generated 1029 model 7 (finishes Sat 19:36 -- 512/h)
20240914-18:42:00 nb_generated 1033 model 2 (finishes Sat 19:35 -- 512/h)
20240914-18:42:01 nb_generated 990 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:42:12 nb_generated 1036 model 0 (finishes Sat 19:35 -- 512/h)
20240914-18:42:18 nb_generated 991 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:42:21 nb_generated 1041 model 7 (finishes Sat 19:36 -- 511/h)
20240914-18:42:32 nb_generated 993 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:42:32 nb_generated 1044 model 9 (finishes Sat 19:35 -- 512/h)
20240914-18:42:40 nb_generated 995 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:42:43 nb_generated 1045 model 6 (finishes Sat 19:36 -- 511/h)
20240914-18:42:51 nb_generated 996 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:42:56 nb_generated 1047 model 6 (finishes Sat 19:36 -- 511/h)
20240914-18:43:00 nb_generated 999 model 6 (finishes Sat 19:41 -- 494/h)
20240914-18:43:08 nb_generated 1049 model 3 (finishes Sat 19:36 -- 512/h)
20240914-18:43:09 nb_generated 1003 model 9 (finishes Sat 19:41 -- 494/h)
20240914-18:43:18 nb_generated 1004 model 1 (finishes Sat 19:41 -- 494/h)
20240914-18:43:21 nb_generated 1052 model 0 (finishes Sat 19:36 -- 512/h)
20240914-18:43:31 nb_generated 1004 model 4 (finishes Sat 19:41 -- 493/h)
20240914-18:43:31 nb_generated 1056 model 6 (finishes Sat 19:35 -- 512/h)
20240914-18:43:44 nb_generated 1058 model 4 (finishes Sat 19:36 -- 512/h)
20240914-18:43:45 nb_generated 1005 model 3 (finishes Sat 19:42 -- 492/h)
20240914-18:43:56 nb_generated 1006 model 8 (finishes Sat 19:42 -- 491/h)
20240914-18:43:56 nb_generated 1060 model 6 (finishes Sat 19:36 -- 511/h)
20240914-18:44:06 nb_generated 1062 model 1 (finishes Sat 19:36 -- 511/h)
20240914-18:44:12 nb_generated 1008 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:44:15 nb_generated 1064 model 5 (finishes Sat 19:36 -- 511/h)
20240914-18:44:25 nb_generated 1009 model 2 (finishes Sat 19:42 -- 491/h)
20240914-18:44:27 nb_generated 1064 model 6 (finishes Sat 19:36 -- 510/h)
20240914-18:44:39 nb_generated 1067 model 0 (finishes Sat 19:36 -- 510/h)
20240914-18:44:41 nb_generated 1009 model 8 (finishes Sat 19:42 -- 489/h)
20240914-18:44:48 nb_generated 1014 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:44:51 nb_generated 1069 model 0 (finishes Sat 19:36 -- 511/h)
20240914-18:45:00 nb_generated 1017 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:45:06 nb_generated 1069 model 4 (finishes Sat 19:36 -- 509/h)
20240914-18:45:12 nb_generated 1018 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:45:18 nb_generated 1071 model 7 (finishes Sat 19:36 -- 509/h)
20240914-18:45:21 nb_generated 1019 model 7 (finishes Sat 19:42 -- 491/h)
20240914-18:45:26 nb_generated 1071 model 6 (finishes Sat 19:36 -- 509/h)
20240914-18:45:29 nb_generated 1023 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:45:40 nb_generated 1071 model 2 (finishes Sat 19:37 -- 507/h)
20240914-18:45:42 nb_generated 1026 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:45:49 nb_generated 1027 model 1 (finishes Sat 19:41 -- 493/h)
20240914-18:45:51 nb_generated 1072 model 3 (finishes Sat 19:37 -- 507/h)
20240914-18:45:59 nb_generated 1031 model 0 (finishes Sat 19:41 -- 495/h)
20240914-18:46:00 nb_generated 1076 model 9 (finishes Sat 19:37 -- 508/h)
20240914-18:46:09 nb_generated 1032 model 5 (finishes Sat 19:41 -- 494/h)
20240914-18:46:11 nb_generated 1080 model 9 (finishes Sat 19:36 -- 510/h)
20240914-18:46:17 nb_generated 1081 model 1 (finishes Sat 19:36 -- 510/h)
20240914-18:46:21 nb_generated 1034 model 0 (finishes Sat 19:41 -- 494/h)
20240914-18:46:27 nb_generated 1083 model 4 (finishes Sat 19:36 -- 510/h)
20240914-18:46:33 nb_generated 1037 model 0 (finishes Sat 19:41 -- 494/h)
20240914-18:46:36 nb_generated 1084 model 1 (finishes Sat 19:36 -- 510/h)
20240914-18:46:42 nb_generated 1038 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:46:43 nb_generated 1085 model 9 (finishes Sat 19:36 -- 509/h)
20240914-18:46:53 nb_generated 1090 model 5 (finishes Sat 19:36 -- 511/h)
20240914-18:46:55 nb_generated 1038 model 4 (finishes Sat 19:42 -- 492/h)
20240914-18:47:05 nb_generated 1038 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:47:11 nb_generated 1093 model 8 (finishes Sat 19:36 -- 511/h)
20240914-18:47:14 nb_generated 1038 model 6 (finishes Sat 19:42 -- 490/h)
20240914-18:47:23 nb_generated 1043 model 1 (finishes Sat 19:41 -- 492/h)
20240914-18:47:26 nb_generated 1095 model 9 (finishes Sat 19:36 -- 510/h)
20240914-18:47:34 nb_generated 1045 model 5 (finishes Sat 19:41 -- 492/h)
20240914-18:47:39 nb_generated 1096 model 8 (finishes Sat 19:36 -- 509/h)
20240914-18:47:49 nb_generated 1098 model 7 (finishes Sat 19:36 -- 509/h)
20240914-18:47:52 nb_generated 1045 model 8 (finishes Sat 19:42 -- 491/h)
20240914-18:48:00 nb_generated 1102 model 6 (finishes Sat 19:36 -- 511/h)
20240914-18:48:03 nb_generated 1049 model 9 (finishes Sat 19:41 -- 492/h)
20240914-18:48:09 nb_generated 1105 model 7 (finishes Sat 19:36 -- 512/h)
20240914-18:48:11 nb_generated 1056 model 5 (finishes Sat 19:41 -- 493/h)
20240914-18:48:20 nb_generated 1059 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:48:22 nb_generated 1109 model 0 (finishes Sat 19:36 -- 511/h)
20240914-18:48:30 nb_generated 1062 model 3 (finishes Sat 19:41 -- 493/h)
20240914-18:48:36 nb_generated 1115 model 2 (finishes Sat 19:35 -- 513/h)
20240914-18:48:47 nb_generated 1062 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:48:48 nb_generated 1118 model 3 (finishes Sat 19:35 -- 513/h)
20240914-18:48:54 nb_generated 1067 model 1 (finishes Sat 19:41 -- 493/h)
20240914-18:48:59 nb_generated 1119 model 0 (finishes Sat 19:35 -- 512/h)
20240914-18:49:04 nb_generated 1068 model 9 (finishes Sat 19:41 -- 492/h)
20240914-18:49:11 nb_generated 1120 model 9 (finishes Sat 19:36 -- 512/h)
20240914-18:49:19 nb_generated 1070 model 4 (finishes Sat 19:41 -- 492/h)
20240914-18:49:21 nb_generated 1121 model 8 (finishes Sat 19:36 -- 511/h)
20240914-18:49:28 nb_generated 1072 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:49:32 nb_generated 1122 model 9 (finishes Sat 19:36 -- 510/h)
20240914-18:49:37 nb_generated 1073 model 9 (finishes Sat 19:42 -- 492/h)
20240914-18:49:42 nb_generated 1123 model 2 (finishes Sat 19:36 -- 510/h)
20240914-18:49:46 nb_generated 1076 model 0 (finishes Sat 19:41 -- 492/h)
20240914-18:49:55 nb_generated 1124 model 7 (finishes Sat 19:36 -- 509/h)
20240914-18:49:57 nb_generated 1078 model 3 (finishes Sat 19:41 -- 492/h)
20240914-18:50:06 nb_generated 1125 model 4 (finishes Sat 19:37 -- 508/h)
20240914-18:50:09 nb_generated 1081 model 7 (finishes Sat 19:41 -- 493/h)
20240914-18:50:17 nb_generated 1083 model 5 (finishes Sat 19:41 -- 492/h)
20240914-18:50:27 nb_generated 1083 model 4 (finishes Sat 19:42 -- 492/h)
20240914-18:50:33 nb_generated 1126 model 8 (finishes Sat 19:37 -- 507/h)
20240914-18:50:38 nb_generated 1086 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:50:43 nb_generated 1127 model 9 (finishes Sat 19:37 -- 506/h)
20240914-18:50:53 nb_generated 1089 model 2 (finishes Sat 19:42 -- 490/h)
20240914-18:51:00 nb_generated 1128 model 7 (finishes Sat 19:38 -- 505/h)
20240914-18:51:04 nb_generated 1094 model 3 (finishes Sat 19:42 -- 492/h)
20240914-18:51:08 nb_generated 1129 model 6 (finishes Sat 19:38 -- 504/h)
20240914-18:51:13 nb_generated 1096 model 1 (finishes Sat 19:41 -- 492/h)
20240914-18:51:19 nb_generated 1133 model 2 (finishes Sat 19:38 -- 505/h)
20240914-18:51:27 nb_generated 1134 model 1 (finishes Sat 19:38 -- 504/h)
20240914-18:51:29 nb_generated 1097 model 6 (finishes Sat 19:42 -- 491/h)
20240914-18:51:41 nb_generated 1136 model 8 (finishes Sat 19:38 -- 505/h)
20240914-18:51:41 nb_generated 1100 model 7 (finishes Sat 19:42 -- 491/h)
20240914-18:51:51 nb_generated 1137 model 0 (finishes Sat 19:38 -- 504/h)
20240914-18:51:55 nb_generated 1101 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:52:08 nb_generated 1103 model 0 (finishes Sat 19:42 -- 489/h)
20240914-18:52:11 nb_generated 1139 model 8 (finishes Sat 19:38 -- 503/h)
20240914-18:52:13 nb_generated 1105 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:52:20 nb_generated 1143 model 0 (finishes Sat 19:38 -- 504/h)
20240914-18:52:21 nb_generated 1106 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:52:29 nb_generated 1146 model 7 (finishes Sat 19:37 -- 505/h)
20240914-18:52:32 nb_generated 1107 model 8 (finishes Sat 19:42 -- 490/h)
20240914-18:52:42 nb_generated 1148 model 4 (finishes Sat 19:38 -- 505/h)
20240914-18:52:49 nb_generated 1107 model 4 (finishes Sat 19:43 -- 489/h)
20240914-18:52:52 nb_generated 1154 model 3 (finishes Sat 19:37 -- 506/h)
20240914-18:53:01 nb_generated 1108 model 7 (finishes Sat 19:43 -- 488/h)
20240914-18:53:03 nb_generated 1154 model 5 (finishes Sat 19:38 -- 505/h)
20240914-18:53:10 nb_generated 1110 model 5 (finishes Sat 19:43 -- 487/h)
20240914-18:53:11 nb_generated 1158 model 0 (finishes Sat 19:37 -- 506/h)
20240914-18:53:22 nb_generated 1112 model 2 (finishes Sat 19:43 -- 488/h)
20240914-18:53:25 nb_generated 1160 model 5 (finishes Sat 19:37 -- 506/h)
20240914-18:53:35 nb_generated 1112 model 4 (finishes Sat 19:43 -- 487/h)
20240914-18:53:36 nb_generated 1165 model 5 (finishes Sat 19:36 -- 509/h)
20240914-18:53:43 nb_generated 1114 model 5 (finishes Sat 19:43 -- 487/h)
20240914-18:53:46 nb_generated 1167 model 6 (finishes Sat 19:37 -- 508/h)
20240914-18:53:51 nb_generated 1119 model 9 (finishes Sat 19:42 -- 489/h)
20240914-18:53:59 nb_generated 1170 model 2 (finishes Sat 19:37 -- 508/h)
20240914-18:54:01 nb_generated 1121 model 7 (finishes Sat 19:42 -- 489/h)
20240914-18:54:11 nb_generated 1170 model 5 (finishes Sat 19:37 -- 507/h)
20240914-18:54:12 nb_generated 1123 model 2 (finishes Sat 19:42 -- 489/h)
20240914-18:54:27 nb_generated 1170 model 8 (finishes Sat 19:37 -- 506/h)
20240914-18:54:28 nb_generated 1126 model 3 (finishes Sat 19:42 -- 489/h)
20240914-18:54:43 nb_generated 1128 model 5 (finishes Sat 19:42 -- 489/h)
20240914-18:54:47 nb_generated 1170 model 8 (finishes Sat 19:38 -- 504/h)
20240914-18:54:51 nb_generated 1132 model 9 (finishes Sat 19:42 -- 491/h)
20240914-18:54:57 nb_generated 1171 model 5 (finishes Sat 19:38 -- 504/h)
20240914-18:55:04 nb_generated 1136 model 2 (finishes Sat 19:41 -- 492/h)
20240914-18:55:07 nb_generated 1173 model 6 (finishes Sat 19:38 -- 503/h)
20240914-18:55:17 nb_generated 1174 model 8 (finishes Sat 19:38 -- 503/h)
20240914-18:55:18 nb_generated 1136 model 8 (finishes Sat 19:42 -- 491/h)
20240914-18:55:27 nb_generated 1175 model 1 (finishes Sat 19:38 -- 503/h)
20240914-18:55:33 nb_generated 1139 model 0 (finishes Sat 19:42 -- 491/h)
20240914-18:55:38 nb_generated 1177 model 6 (finishes Sat 19:38 -- 503/h)
20240914-18:55:42 nb_generated 1142 model 0 (finishes Sat 19:42 -- 492/h)
20240914-18:55:51 nb_generated 1146 model 5 (finishes Sat 19:41 -- 493/h)
20240914-18:55:53 nb_generated 1177 model 5 (finishes Sat 19:38 -- 502/h)
20240914-18:55:58 nb_generated 1147 model 7 (finishes Sat 19:41 -- 492/h)
20240914-18:56:00 nb_generated 1177 model 1 (finishes Sat 19:39 -- 502/h)
20240914-18:56:09 nb_generated 1180 model 9 (finishes Sat 19:38 -- 503/h)
20240914-18:56:09 nb_generated 1147 model 4 (finishes Sat 19:42 -- 491/h)
20240914-18:56:19 nb_generated 1150 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:56:20 nb_generated 1182 model 2 (finishes Sat 19:38 -- 503/h)
20240914-18:56:30 nb_generated 1152 model 2 (finishes Sat 19:42 -- 491/h)
20240914-18:56:34 nb_generated 1184 model 0 (finishes Sat 19:38 -- 502/h)
20240914-18:56:43 nb_generated 1154 model 6 (finishes Sat 19:42 -- 491/h)
20240914-18:56:51 nb_generated 1186 model 5 (finishes Sat 19:38 -- 502/h)
20240914-18:56:53 nb_generated 1157 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:57:00 nb_generated 1158 model 1 (finishes Sat 19:42 -- 491/h)
20240914-18:57:07 nb_generated 1187 model 0 (finishes Sat 19:39 -- 501/h)
20240914-18:57:11 nb_generated 1159 model 0 (finishes Sat 19:42 -- 490/h)
20240914-18:57:18 nb_generated 1160 model 1 (finishes Sat 19:42 -- 490/h)
20240914-18:57:30 nb_generated 1188 model 8 (finishes Sat 19:39 -- 500/h)
20240914-18:57:35 nb_generated 1161 model 3 (finishes Sat 19:42 -- 489/h)
20240914-18:57:40 nb_generated 1189 model 4 (finishes Sat 19:39 -- 500/h)
20240914-18:57:47 nb_generated 1191 model 7 (finishes Sat 19:39 -- 500/h)
20240914-18:57:49 nb_generated 1166 model 2 (finishes Sat 19:42 -- 491/h)
20240914-18:57:57 nb_generated 1168 model 7 (finishes Sat 19:42 -- 491/h)
20240914-18:57:59 nb_generated 1193 model 4 (finishes Sat 19:39 -- 501/h)
20240914-18:58:06 nb_generated 1170 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:58:11 nb_generated 1171 model 1 (finishes Sat 19:41 -- 492/h)
20240914-18:58:11 nb_generated 1193 model 3 (finishes Sat 19:39 -- 500/h)
20240914-18:58:21 nb_generated 1173 model 9 (finishes Sat 19:41 -- 492/h)
20240914-18:58:26 nb_generated 1195 model 8 (finishes Sat 19:39 -- 500/h)
20240914-18:58:33 nb_generated 1173 model 6 (finishes Sat 19:42 -- 491/h)
20240914-18:58:33 nb_generated 1199 model 5 (finishes Sat 19:39 -- 501/h)
20240914-18:58:40 nb_generated 1176 model 9 (finishes Sat 19:41 -- 493/h)
20240914-18:58:42 nb_generated 1203 model 9 (finishes Sat 19:39 -- 501/h)
20240914-18:58:52 nb_generated 1180 model 0 (finishes Sat 19:41 -- 493/h)
20240914-18:58:59 nb_generated 1205 model 4 (finishes Sat 19:39 -- 501/h)
20240914-18:59:04 nb_generated 1182 model 2 (finishes Sat 19:41 -- 492/h)
20240914-18:59:07 nb_generated 1207 model 9 (finishes Sat 19:39 -- 501/h)
20240914-18:59:19 nb_generated 1185 model 4 (finishes Sat 19:41 -- 493/h)
20240914-18:59:27 nb_generated 1208 model 8 (finishes Sat 19:39 -- 500/h)
20240914-18:59:30 nb_generated 1185 model 8 (finishes Sat 19:41 -- 492/h)
20240914-18:59:40 nb_generated 1186 model 5 (finishes Sat 19:42 -- 491/h)
20240914-18:59:45 nb_generated 1208 model 7 (finishes Sat 19:39 -- 499/h)
20240914-18:59:49 nb_generated 1186 model 6 (finishes Sat 19:42 -- 491/h)
20240914-18:59:55 nb_generated 1209 model 9 (finishes Sat 19:39 -- 498/h)
20240914-18:59:59 nb_generated 1191 model 5 (finishes Sat 19:41 -- 492/h)
20240914-19:00:07 nb_generated 1212 model 6 (finishes Sat 19:39 -- 499/h)
20240914-19:00:16 nb_generated 1212 model 1 (finishes Sat 19:39 -- 498/h)
20240914-19:00:17 nb_generated 1196 model 5 (finishes Sat 19:41 -- 493/h)
20240914-19:00:23 nb_generated 1198 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:00:24 nb_generated 1215 model 9 (finishes Sat 19:39 -- 499/h)
20240914-19:00:33 nb_generated 1223 model 5 (finishes Sat 19:39 -- 501/h)
20240914-19:00:35 nb_generated 1200 model 0 (finishes Sat 19:41 -- 494/h)
20240914-19:00:42 nb_generated 1225 model 9 (finishes Sat 19:39 -- 501/h)
20240914-19:00:42 nb_generated 1200 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:00:54 nb_generated 1227 model 4 (finishes Sat 19:39 -- 501/h)
20240914-19:00:59 nb_generated 1200 model 8 (finishes Sat 19:41 -- 493/h)
20240914-19:01:06 nb_generated 1228 model 5 (finishes Sat 19:39 -- 500/h)
20240914-19:01:10 nb_generated 1201 model 6 (finishes Sat 19:41 -- 492/h)
20240914-19:01:21 nb_generated 1232 model 2 (finishes Sat 19:39 -- 501/h)
20240914-19:01:23 nb_generated 1204 model 7 (finishes Sat 19:41 -- 492/h)
20240914-19:01:31 nb_generated 1204 model 1 (finishes Sat 19:41 -- 492/h)
20240914-19:01:34 nb_generated 1232 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:01:42 nb_generated 1233 model 0 (finishes Sat 19:39 -- 500/h)
20240914-19:01:44 nb_generated 1207 model 2 (finishes Sat 19:41 -- 492/h)
20240914-19:01:53 nb_generated 1236 model 2 (finishes Sat 19:39 -- 501/h)
20240914-19:01:55 nb_generated 1209 model 6 (finishes Sat 19:41 -- 493/h)
20240914-19:01:59 nb_generated 1238 model 3 (finishes Sat 19:39 -- 501/h)
20240914-19:02:03 nb_generated 1213 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:02:06 nb_generated 1243 model 1 (finishes Sat 19:38 -- 504/h)
20240914-19:02:10 nb_generated 1216 model 1 (finishes Sat 19:40 -- 495/h)
20240914-19:02:19 nb_generated 1244 model 0 (finishes Sat 19:38 -- 503/h)
20240914-19:02:20 nb_generated 1219 model 0 (finishes Sat 19:40 -- 496/h)
20240914-19:02:35 nb_generated 1245 model 6 (finishes Sat 19:38 -- 502/h)
20240914-19:02:39 nb_generated 1220 model 8 (finishes Sat 19:41 -- 494/h)
20240914-19:02:44 nb_generated 1249 model 9 (finishes Sat 19:38 -- 503/h)
20240914-19:02:54 nb_generated 1222 model 0 (finishes Sat 19:41 -- 494/h)
20240914-19:02:55 nb_generated 1252 model 1 (finishes Sat 19:38 -- 504/h)
20240914-19:03:02 nb_generated 1224 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:03:10 nb_generated 1252 model 4 (finishes Sat 19:38 -- 503/h)
20240914-19:03:13 nb_generated 1226 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:03:23 nb_generated 1227 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:03:25 nb_generated 1254 model 4 (finishes Sat 19:38 -- 503/h)
20240914-19:03:35 nb_generated 1229 model 3 (finishes Sat 19:41 -- 493/h)
20240914-19:03:37 nb_generated 1255 model 9 (finishes Sat 19:38 -- 502/h)
20240914-19:03:47 nb_generated 1255 model 0 (finishes Sat 19:39 -- 501/h)
20240914-19:03:49 nb_generated 1231 model 4 (finishes Sat 19:41 -- 493/h)
20240914-19:03:59 nb_generated 1234 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:04:00 nb_generated 1255 model 4 (finishes Sat 19:39 -- 500/h)
20240914-19:04:11 nb_generated 1258 model 9 (finishes Sat 19:39 -- 501/h)
20240914-19:04:14 nb_generated 1237 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:04:23 nb_generated 1261 model 7 (finishes Sat 19:39 -- 501/h)
20240914-19:04:23 nb_generated 1239 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:04:29 nb_generated 1241 model 1 (finishes Sat 19:41 -- 495/h)
20240914-19:04:33 nb_generated 1264 model 5 (finishes Sat 19:38 -- 502/h)
20240914-19:04:45 nb_generated 1242 model 8 (finishes Sat 19:41 -- 494/h)
20240914-19:04:47 nb_generated 1266 model 3 (finishes Sat 19:38 -- 502/h)
20240914-19:04:56 nb_generated 1244 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:05:05 nb_generated 1247 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:05:06 nb_generated 1267 model 8 (finishes Sat 19:39 -- 501/h)
20240914-19:05:14 nb_generated 1267 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:05:17 nb_generated 1249 model 6 (finishes Sat 19:41 -- 493/h)
20240914-19:05:22 nb_generated 1271 model 5 (finishes Sat 19:39 -- 501/h)
20240914-19:05:27 nb_generated 1252 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:05:29 nb_generated 1275 model 1 (finishes Sat 19:38 -- 502/h)
20240914-19:05:40 nb_generated 1256 model 6 (finishes Sat 19:41 -- 494/h)
20240914-19:05:51 nb_generated 1260 model 5 (finishes Sat 19:41 -- 495/h)
20240914-19:05:51 nb_generated 1276 model 8 (finishes Sat 19:39 -- 501/h)
20240914-19:05:57 nb_generated 1262 model 1 (finishes Sat 19:40 -- 495/h)
20240914-19:06:03 nb_generated 1278 model 5 (finishes Sat 19:39 -- 501/h)
20240914-19:06:05 nb_generated 1265 model 6 (finishes Sat 19:40 -- 496/h)
20240914-19:06:08 nb_generated 1279 model 1 (finishes Sat 19:39 -- 501/h)
20240914-19:06:13 nb_generated 1265 model 9 (finishes Sat 19:40 -- 495/h)
20240914-19:06:18 nb_generated 1281 model 8 (finishes Sat 19:39 -- 501/h)
20240914-19:06:24 nb_generated 1266 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:06:31 nb_generated 1284 model 6 (finishes Sat 19:39 -- 502/h)
20240914-19:06:41 nb_generated 1270 model 6 (finishes Sat 19:41 -- 495/h)
20240914-19:06:49 nb_generated 1284 model 8 (finishes Sat 19:39 -- 500/h)
20240914-19:06:49 nb_generated 1271 model 0 (finishes Sat 19:41 -- 495/h)
20240914-19:07:01 nb_generated 1273 model 1 (finishes Sat 19:41 -- 495/h)
20240914-19:07:03 nb_generated 1285 model 4 (finishes Sat 19:39 -- 499/h)
20240914-19:07:17 nb_generated 1287 model 7 (finishes Sat 19:39 -- 499/h)
20240914-19:07:17 nb_generated 1277 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:07:23 nb_generated 1290 model 5 (finishes Sat 19:39 -- 499/h)
20240914-19:07:27 nb_generated 1280 model 0 (finishes Sat 19:40 -- 497/h)
20240914-19:07:32 nb_generated 1291 model 0 (finishes Sat 19:39 -- 499/h)
20240914-19:07:34 nb_generated 1282 model 1 (finishes Sat 19:40 -- 497/h)
20240914-19:07:47 nb_generated 1282 model 4 (finishes Sat 19:40 -- 496/h)
20240914-19:07:51 nb_generated 1293 model 4 (finishes Sat 19:39 -- 499/h)
20240914-19:08:02 nb_generated 1294 model 7 (finishes Sat 19:39 -- 499/h)
20240914-19:08:02 nb_generated 1283 model 0 (finishes Sat 19:40 -- 495/h)
20240914-19:08:10 nb_generated 1299 model 9 (finishes Sat 19:39 -- 500/h)
20240914-19:08:15 nb_generated 1286 model 5 (finishes Sat 19:40 -- 495/h)
20240914-19:08:23 nb_generated 1287 model 0 (finishes Sat 19:40 -- 495/h)
20240914-19:08:25 nb_generated 1301 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:08:34 nb_generated 1301 model 1 (finishes Sat 19:39 -- 499/h)
20240914-19:08:34 nb_generated 1289 model 9 (finishes Sat 19:40 -- 495/h)
20240914-19:08:46 nb_generated 1306 model 2 (finishes Sat 19:39 -- 500/h)
20240914-19:08:46 nb_generated 1289 model 4 (finishes Sat 19:41 -- 495/h)
20240914-19:08:54 nb_generated 1291 model 4 (finishes Sat 19:41 -- 494/h)
20240914-19:09:01 nb_generated 1308 model 3 (finishes Sat 19:39 -- 500/h)
20240914-19:09:05 nb_generated 1291 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:09:13 nb_generated 1308 model 7 (finishes Sat 19:39 -- 499/h)
20240914-19:09:16 nb_generated 1292 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:09:22 nb_generated 1309 model 9 (finishes Sat 19:39 -- 499/h)
20240914-19:09:25 nb_generated 1292 model 1 (finishes Sat 19:41 -- 493/h)
20240914-19:09:30 nb_generated 1314 model 3 (finishes Sat 19:39 -- 500/h)
20240914-19:09:41 nb_generated 1294 model 2 (finishes Sat 19:41 -- 493/h)
20240914-19:09:43 nb_generated 1316 model 5 (finishes Sat 19:39 -- 500/h)
20240914-19:09:52 nb_generated 1318 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:09:53 nb_generated 1299 model 7 (finishes Sat 19:41 -- 493/h)
20240914-19:10:02 nb_generated 1303 model 3 (finishes Sat 19:41 -- 494/h)
20240914-19:10:10 nb_generated 1319 model 4 (finishes Sat 19:39 -- 499/h)
20240914-19:10:14 nb_generated 1303 model 2 (finishes Sat 19:41 -- 493/h)
20240914-19:10:23 nb_generated 1320 model 0 (finishes Sat 19:39 -- 498/h)
20240914-19:10:27 nb_generated 1306 model 0 (finishes Sat 19:41 -- 494/h)
20240914-19:10:35 nb_generated 1310 model 5 (finishes Sat 19:41 -- 495/h)
20240914-19:10:35 nb_generated 1323 model 0 (finishes Sat 19:39 -- 499/h)
20240914-19:10:43 nb_generated 1325 model 1 (finishes Sat 19:39 -- 499/h)
20240914-19:10:43 nb_generated 1311 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:10:55 nb_generated 1328 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:10:57 nb_generated 1312 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:11:05 nb_generated 1318 model 9 (finishes Sat 19:40 -- 496/h)
20240914-19:11:11 nb_generated 1332 model 2 (finishes Sat 19:39 -- 500/h)
20240914-19:11:14 nb_generated 1319 model 6 (finishes Sat 19:40 -- 495/h)
20240914-19:11:27 nb_generated 1333 model 7 (finishes Sat 19:39 -- 499/h)
20240914-19:11:27 nb_generated 1320 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:11:34 nb_generated 1334 model 1 (finishes Sat 19:39 -- 499/h)
20240914-19:11:38 nb_generated 1322 model 3 (finishes Sat 19:40 -- 495/h)
20240914-19:11:44 nb_generated 1335 model 5 (finishes Sat 19:39 -- 499/h)
20240914-19:11:49 nb_generated 1327 model 9 (finishes Sat 19:40 -- 497/h)
20240914-19:11:54 nb_generated 1337 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:11:59 nb_generated 1328 model 2 (finishes Sat 19:40 -- 497/h)
20240914-19:12:05 nb_generated 1339 model 4 (finishes Sat 19:39 -- 499/h)
20240914-19:12:07 nb_generated 1328 model 9 (finishes Sat 19:40 -- 496/h)
20240914-19:12:21 nb_generated 1340 model 8 (finishes Sat 19:40 -- 498/h)
20240914-19:12:24 nb_generated 1331 model 3 (finishes Sat 19:40 -- 496/h)
20240914-19:12:30 nb_generated 1343 model 5 (finishes Sat 19:40 -- 498/h)
20240914-19:12:35 nb_generated 1334 model 6 (finishes Sat 19:40 -- 496/h)
20240914-19:12:47 nb_generated 1335 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:12:51 nb_generated 1345 model 8 (finishes Sat 19:40 -- 498/h)
20240914-19:13:01 nb_generated 1336 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:13:04 nb_generated 1346 model 6 (finishes Sat 19:40 -- 497/h)
20240914-19:13:11 nb_generated 1339 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:13:14 nb_generated 1349 model 3 (finishes Sat 19:40 -- 498/h)
20240914-19:13:18 nb_generated 1340 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:13:24 nb_generated 1351 model 9 (finishes Sat 19:39 -- 498/h)
20240914-19:13:30 nb_generated 1342 model 3 (finishes Sat 19:41 -- 494/h)
20240914-19:13:33 nb_generated 1352 model 1 (finishes Sat 19:40 -- 498/h)
20240914-19:13:44 nb_generated 1344 model 0 (finishes Sat 19:41 -- 494/h)
20240914-19:13:46 nb_generated 1352 model 5 (finishes Sat 19:40 -- 497/h)
20240914-19:13:52 nb_generated 1344 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:13:53 nb_generated 1354 model 0 (finishes Sat 19:40 -- 498/h)
20240914-19:14:04 nb_generated 1357 model 7 (finishes Sat 19:40 -- 498/h)
20240914-19:14:04 nb_generated 1344 model 6 (finishes Sat 19:41 -- 493/h)
20240914-19:14:13 nb_generated 1357 model 7 (finishes Sat 19:40 -- 497/h)
20240914-19:14:21 nb_generated 1345 model 8 (finishes Sat 19:41 -- 492/h)
20240914-19:14:30 nb_generated 1357 model 2 (finishes Sat 19:40 -- 496/h)
20240914-19:14:30 nb_generated 1346 model 4 (finishes Sat 19:41 -- 492/h)
20240914-19:14:38 nb_generated 1362 model 9 (finishes Sat 19:40 -- 497/h)
20240914-19:14:41 nb_generated 1348 model 4 (finishes Sat 19:41 -- 492/h)
20240914-19:14:52 nb_generated 1349 model 4 (finishes Sat 19:42 -- 491/h)
20240914-19:14:53 nb_generated 1365 model 4 (finishes Sat 19:40 -- 497/h)
20240914-19:15:01 nb_generated 1367 model 1 (finishes Sat 19:40 -- 497/h)
20240914-19:15:05 nb_generated 1350 model 4 (finishes Sat 19:42 -- 491/h)
20240914-19:15:13 nb_generated 1350 model 7 (finishes Sat 19:42 -- 490/h)
20240914-19:15:14 nb_generated 1371 model 6 (finishes Sat 19:40 -- 498/h)
20240914-19:15:19 nb_generated 1352 model 1 (finishes Sat 19:42 -- 490/h)
20240914-19:15:22 nb_generated 1373 model 0 (finishes Sat 19:40 -- 498/h)
20240914-19:15:27 nb_generated 1358 model 9 (finishes Sat 19:41 -- 492/h)
20240914-19:15:33 nb_generated 1375 model 6 (finishes Sat 19:39 -- 498/h)
20240914-19:15:38 nb_generated 1360 model 2 (finishes Sat 19:41 -- 492/h)
20240914-19:15:40 nb_generated 1378 model 1 (finishes Sat 19:39 -- 499/h)
20240914-19:15:43 nb_generated 1361 model 1 (finishes Sat 19:41 -- 492/h)
20240914-19:15:46 nb_generated 1382 model 1 (finishes Sat 19:39 -- 501/h)
20240914-19:15:57 nb_generated 1384 model 7 (finishes Sat 19:39 -- 501/h)
20240914-19:15:58 nb_generated 1362 model 8 (finishes Sat 19:42 -- 492/h)
20240914-19:16:07 nb_generated 1387 model 6 (finishes Sat 19:39 -- 501/h)
20240914-19:16:10 nb_generated 1363 model 3 (finishes Sat 19:42 -- 491/h)
20240914-19:16:20 nb_generated 1389 model 5 (finishes Sat 19:39 -- 501/h)
20240914-19:16:22 nb_generated 1364 model 2 (finishes Sat 19:42 -- 490/h)
20240914-19:16:30 nb_generated 1367 model 5 (finishes Sat 19:42 -- 491/h)
20240914-19:16:30 nb_generated 1391 model 3 (finishes Sat 19:39 -- 501/h)
20240914-19:16:42 nb_generated 1391 model 6 (finishes Sat 19:39 -- 500/h)
20240914-19:16:44 nb_generated 1368 model 8 (finishes Sat 19:42 -- 491/h)
20240914-19:17:00 nb_generated 1392 model 8 (finishes Sat 19:39 -- 499/h)
20240914-19:17:01 nb_generated 1371 model 2 (finishes Sat 19:42 -- 491/h)
20240914-19:17:11 nb_generated 1392 model 6 (finishes Sat 19:39 -- 499/h)
20240914-19:17:16 nb_generated 1373 model 3 (finishes Sat 19:42 -- 490/h)
20240914-19:17:20 nb_generated 1393 model 6 (finishes Sat 19:40 -- 498/h)
20240914-19:17:26 nb_generated 1375 model 4 (finishes Sat 19:42 -- 491/h)
20240914-19:17:31 nb_generated 1395 model 3 (finishes Sat 19:40 -- 497/h)
20240914-19:17:38 nb_generated 1376 model 0 (finishes Sat 19:42 -- 490/h)
20240914-19:17:47 nb_generated 1379 model 9 (finishes Sat 19:42 -- 490/h)
20240914-19:17:48 nb_generated 1397 model 4 (finishes Sat 19:40 -- 497/h)
20240914-19:17:59 nb_generated 1399 model 6 (finishes Sat 19:40 -- 497/h)
20240914-19:18:04 nb_generated 1381 model 8 (finishes Sat 19:42 -- 490/h)
20240914-19:18:14 nb_generated 1402 model 2 (finishes Sat 19:40 -- 497/h)
20240914-19:18:23 nb_generated 1403 model 9 (finishes Sat 19:40 -- 497/h)
20240914-19:18:27 nb_generated 1382 model 4 (finishes Sat 19:42 -- 489/h)
20240914-19:18:36 nb_generated 1383 model 3 (finishes Sat 19:42 -- 489/h)
20240914-19:18:38 nb_generated 1404 model 8 (finishes Sat 19:40 -- 496/h)
20240914-19:18:48 nb_generated 1406 model 3 (finishes Sat 19:40 -- 496/h)
20240914-19:18:49 nb_generated 1384 model 4 (finishes Sat 19:43 -- 488/h)
20240914-19:18:55 nb_generated 1408 model 5 (finishes Sat 19:40 -- 497/h)
20240914-19:19:01 nb_generated 1387 model 4 (finishes Sat 19:42 -- 489/h)
20240914-19:19:05 nb_generated 1408 model 9 (finishes Sat 19:40 -- 496/h)
20240914-19:19:15 nb_generated 1388 model 6 (finishes Sat 19:43 -- 488/h)
20240914-19:19:18 nb_generated 1408 model 2 (finishes Sat 19:40 -- 495/h)
20240914-19:19:27 nb_generated 1390 model 8 (finishes Sat 19:43 -- 487/h)
20240914-19:19:32 nb_generated 1411 model 6 (finishes Sat 19:40 -- 495/h)
20240914-19:19:37 nb_generated 1392 model 2 (finishes Sat 19:43 -- 487/h)
20240914-19:19:43 nb_generated 1414 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:19:51 nb_generated 1393 model 8 (finishes Sat 19:43 -- 487/h)
20240914-19:19:57 nb_generated 1416 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:19:59 nb_generated 1397 model 3 (finishes Sat 19:43 -- 488/h)
20240914-19:20:10 nb_generated 1418 model 7 (finishes Sat 19:40 -- 495/h)
20240914-19:20:14 nb_generated 1398 model 8 (finishes Sat 19:43 -- 487/h)
20240914-19:20:21 nb_generated 1422 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:20:27 nb_generated 1401 model 7 (finishes Sat 19:43 -- 488/h)
20240914-19:20:33 nb_generated 1425 model 7 (finishes Sat 19:40 -- 497/h)
20240914-19:20:34 nb_generated 1404 model 6 (finishes Sat 19:42 -- 489/h)
20240914-19:20:42 nb_generated 1426 model 0 (finishes Sat 19:40 -- 497/h)
20240914-19:20:46 nb_generated 1404 model 6 (finishes Sat 19:43 -- 488/h)
20240914-19:20:52 nb_generated 1428 model 9 (finishes Sat 19:40 -- 496/h)
20240914-19:20:59 nb_generated 1430 model 1 (finishes Sat 19:40 -- 497/h)
20240914-19:20:59 nb_generated 1409 model 2 (finishes Sat 19:42 -- 489/h)
20240914-19:21:10 nb_generated 1412 model 3 (finishes Sat 19:42 -- 489/h)
20240914-19:21:13 nb_generated 1433 model 7 (finishes Sat 19:40 -- 497/h)
20240914-19:21:25 nb_generated 1437 model 7 (finishes Sat 19:39 -- 498/h)
20240914-19:21:26 nb_generated 1416 model 6 (finishes Sat 19:42 -- 490/h)
20240914-19:21:34 nb_generated 1439 model 0 (finishes Sat 19:39 -- 499/h)
20240914-19:21:38 nb_generated 1417 model 4 (finishes Sat 19:42 -- 489/h)
20240914-19:21:45 nb_generated 1443 model 0 (finishes Sat 19:39 -- 499/h)
20240914-19:21:49 nb_generated 1419 model 5 (finishes Sat 19:42 -- 490/h)
20240914-19:21:59 nb_generated 1423 model 3 (finishes Sat 19:42 -- 490/h)
20240914-19:22:01 nb_generated 1445 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:22:05 nb_generated 1425 model 2 (finishes Sat 19:42 -- 491/h)
20240914-19:22:14 nb_generated 1447 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:22:14 nb_generated 1426 model 1 (finishes Sat 19:42 -- 490/h)
20240914-19:22:22 nb_generated 1451 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:22:27 nb_generated 1426 model 1 (finishes Sat 19:42 -- 490/h)
20240914-19:22:30 nb_generated 1453 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:22:38 nb_generated 1430 model 5 (finishes Sat 19:42 -- 491/h)
20240914-19:22:39 nb_generated 1455 model 9 (finishes Sat 19:39 -- 500/h)
20240914-19:22:46 nb_generated 1433 model 9 (finishes Sat 19:42 -- 492/h)
20240914-19:22:50 nb_generated 1455 model 3 (finishes Sat 19:39 -- 499/h)
20240914-19:23:00 nb_generated 1456 model 3 (finishes Sat 19:39 -- 498/h)
20240914-19:23:02 nb_generated 1436 model 6 (finishes Sat 19:41 -- 492/h)
20240914-19:23:13 nb_generated 1440 model 0 (finishes Sat 19:41 -- 492/h)
20240914-19:23:14 nb_generated 1458 model 7 (finishes Sat 19:40 -- 498/h)
20240914-19:23:22 nb_generated 1459 model 1 (finishes Sat 19:40 -- 498/h)
20240914-19:23:24 nb_generated 1440 model 7 (finishes Sat 19:42 -- 492/h)
20240914-19:23:33 nb_generated 1461 model 6 (finishes Sat 19:40 -- 498/h)
20240914-19:23:33 nb_generated 1440 model 6 (finishes Sat 19:42 -- 491/h)
20240914-19:23:43 nb_generated 1441 model 7 (finishes Sat 19:42 -- 491/h)
20240914-19:23:52 nb_generated 1462 model 4 (finishes Sat 19:40 -- 497/h)
20240914-19:23:58 nb_generated 1442 model 5 (finishes Sat 19:42 -- 490/h)
20240914-19:24:12 nb_generated 1445 model 4 (finishes Sat 19:42 -- 491/h)
20240914-19:24:12 nb_generated 1463 model 4 (finishes Sat 19:40 -- 496/h)
20240914-19:24:26 nb_generated 1446 model 0 (finishes Sat 19:42 -- 490/h)
20240914-19:24:34 nb_generated 1464 model 8 (finishes Sat 19:41 -- 494/h)
20240914-19:24:36 nb_generated 1447 model 0 (finishes Sat 19:42 -- 490/h)
20240914-19:24:45 nb_generated 1466 model 3 (finishes Sat 19:41 -- 495/h)
20240914-19:24:45 nb_generated 1449 model 3 (finishes Sat 19:42 -- 490/h)
20240914-19:24:52 nb_generated 1452 model 9 (finishes Sat 19:42 -- 491/h)
20240914-19:24:57 nb_generated 1468 model 0 (finishes Sat 19:41 -- 495/h)
20240914-19:25:05 nb_generated 1471 model 0 (finishes Sat 19:40 -- 496/h)
20240914-19:25:05 nb_generated 1453 model 8 (finishes Sat 19:42 -- 490/h)
20240914-19:25:19 nb_generated 1454 model 2 (finishes Sat 19:42 -- 489/h)
20240914-19:25:26 nb_generated 1458 model 5 (finishes Sat 19:42 -- 490/h)
20240914-19:25:29 nb_generated 1473 model 8 (finishes Sat 19:41 -- 494/h)
20240914-19:25:37 nb_generated 1460 model 9 (finishes Sat 19:42 -- 490/h)
20240914-19:25:38 nb_generated 1477 model 2 (finishes Sat 19:41 -- 494/h)
20240914-19:25:47 nb_generated 1478 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:25:52 nb_generated 1460 model 8 (finishes Sat 19:42 -- 489/h)
20240914-19:25:59 nb_generated 1479 model 3 (finishes Sat 19:41 -- 494/h)
20240914-19:26:00 nb_generated 1463 model 1 (finishes Sat 19:42 -- 490/h)
20240914-19:26:14 nb_generated 1464 model 9 (finishes Sat 19:42 -- 490/h)
20240914-19:26:16 nb_generated 1483 model 6 (finishes Sat 19:41 -- 494/h)
20240914-19:26:23 nb_generated 1483 model 1 (finishes Sat 19:41 -- 494/h)
20240914-19:26:23 nb_generated 1470 model 9 (finishes Sat 19:42 -- 490/h)
20240914-19:26:34 nb_generated 1471 model 4 (finishes Sat 19:42 -- 490/h)
20240914-19:26:38 nb_generated 1485 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:26:51 nb_generated 1472 model 2 (finishes Sat 19:42 -- 490/h)
20240914-19:26:51 nb_generated 1487 model 6 (finishes Sat 19:41 -- 494/h)
20240914-19:27:03 nb_generated 1475 model 5 (finishes Sat 19:42 -- 490/h)
20240914-19:27:03 nb_generated 1489 model 4 (finishes Sat 19:41 -- 494/h)
20240914-19:27:19 nb_generated 1490 model 0 (finishes Sat 19:41 -- 493/h)
20240914-19:27:26 nb_generated 1475 model 8 (finishes Sat 19:43 -- 488/h)
20240914-19:27:28 nb_generated 1492 model 1 (finishes Sat 19:41 -- 493/h)
20240914-19:27:39 nb_generated 1496 model 2 (finishes Sat 19:41 -- 494/h)
20240914-19:27:43 nb_generated 1476 model 6 (finishes Sat 19:43 -- 488/h)
20240914-19:27:50 nb_generated 1498 model 4 (finishes Sat 19:41 -- 494/h)
20240914-19:27:55 nb_generated 1478 model 3 (finishes Sat 19:43 -- 488/h)
20240914-19:28:00 nb_generated 1499 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:28:06 nb_generated 1478 model 7 (finishes Sat 19:43 -- 487/h)
20240914-19:28:08 nb_generated 1502 model 9 (finishes Sat 19:41 -- 495/h)
20240914-19:28:16 nb_generated 1481 model 0 (finishes Sat 19:43 -- 487/h)
20240914-19:28:18 nb_generated 1504 model 7 (finishes Sat 19:41 -- 495/h)
20240914-19:28:24 nb_generated 1482 model 1 (finishes Sat 19:43 -- 487/h)
20240914-19:28:32 nb_generated 1506 model 6 (finishes Sat 19:41 -- 495/h)
20240914-19:28:34 nb_generated 1484 model 7 (finishes Sat 19:43 -- 486/h)
20240914-19:28:42 nb_generated 1486 model 1 (finishes Sat 19:43 -- 487/h)
20240914-19:28:42 nb_generated 1511 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:28:51 nb_generated 1513 model 9 (finishes Sat 19:40 -- 496/h)
20240914-19:28:53 nb_generated 1488 model 0 (finishes Sat 19:43 -- 486/h)
20240914-19:29:00 nb_generated 1517 model 0 (finishes Sat 19:40 -- 497/h)
20240914-19:29:03 nb_generated 1492 model 0 (finishes Sat 19:43 -- 487/h)
20240914-19:29:10 nb_generated 1492 model 7 (finishes Sat 19:43 -- 487/h)
20240914-19:29:11 nb_generated 1518 model 4 (finishes Sat 19:40 -- 497/h)
20240914-19:29:18 nb_generated 1520 model 3 (finishes Sat 19:40 -- 497/h)
20240914-19:29:24 nb_generated 1494 model 4 (finishes Sat 19:43 -- 486/h)
20240914-19:29:38 nb_generated 1497 model 2 (finishes Sat 19:43 -- 487/h)
20240914-19:29:41 nb_generated 1521 model 8 (finishes Sat 19:40 -- 496/h)
20240914-19:29:52 nb_generated 1498 model 7 (finishes Sat 19:43 -- 486/h)
20240914-19:29:52 nb_generated 1522 model 6 (finishes Sat 19:40 -- 495/h)
20240914-19:30:01 nb_generated 1500 model 3 (finishes Sat 19:43 -- 486/h)
20240914-19:30:04 nb_generated 1524 model 4 (finishes Sat 19:40 -- 495/h)
20240914-19:30:13 nb_generated 1501 model 6 (finishes Sat 19:43 -- 486/h)
20240914-19:30:18 nb_generated 1525 model 2 (finishes Sat 19:41 -- 495/h)
20240914-19:30:22 nb_generated 1505 model 0 (finishes Sat 19:43 -- 487/h)
20240914-19:30:27 nb_generated 1528 model 3 (finishes Sat 19:40 -- 495/h)
20240914-19:30:37 nb_generated 1506 model 8 (finishes Sat 19:43 -- 486/h)
20240914-19:30:40 nb_generated 1530 model 4 (finishes Sat 19:41 -- 495/h)
20240914-19:30:46 nb_generated 1509 model 5 (finishes Sat 19:43 -- 487/h)
20240914-19:30:54 nb_generated 1532 model 0 (finishes Sat 19:41 -- 495/h)
20240914-19:31:00 nb_generated 1511 model 6 (finishes Sat 19:43 -- 487/h)
20240914-19:31:07 nb_generated 1533 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:31:09 nb_generated 1514 model 9 (finishes Sat 19:43 -- 487/h)
20240914-19:31:19 nb_generated 1517 model 8 (finishes Sat 19:43 -- 488/h)
20240914-19:31:23 nb_generated 1535 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:31:36 nb_generated 1538 model 9 (finishes Sat 19:41 -- 494/h)
20240914-19:31:37 nb_generated 1517 model 8 (finishes Sat 19:43 -- 487/h)
20240914-19:31:42 nb_generated 1542 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:31:51 nb_generated 1543 model 1 (finishes Sat 19:40 -- 496/h)
20240914-19:31:52 nb_generated 1519 model 4 (finishes Sat 19:43 -- 487/h)
20240914-19:32:01 nb_generated 1546 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:32:04 nb_generated 1520 model 7 (finishes Sat 19:43 -- 486/h)
20240914-19:32:13 nb_generated 1522 model 3 (finishes Sat 19:43 -- 486/h)
20240914-19:32:16 nb_generated 1548 model 4 (finishes Sat 19:40 -- 496/h)
20240914-19:32:28 nb_generated 1525 model 0 (finishes Sat 19:43 -- 487/h)
20240914-19:32:36 nb_generated 1548 model 6 (finishes Sat 19:40 -- 495/h)
20240914-19:32:42 nb_generated 1527 model 6 (finishes Sat 19:43 -- 487/h)
20240914-19:32:47 nb_generated 1555 model 5 (finishes Sat 19:40 -- 496/h)
20240914-19:32:56 nb_generated 1530 model 9 (finishes Sat 19:43 -- 487/h)
20240914-19:33:04 nb_generated 1559 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:33:14 nb_generated 1561 model 4 (finishes Sat 19:40 -- 496/h)
20240914-19:33:18 nb_generated 1530 model 8 (finishes Sat 19:43 -- 486/h)
20240914-19:33:28 nb_generated 1563 model 8 (finishes Sat 19:40 -- 495/h)
20240914-19:33:34 nb_generated 1531 model 8 (finishes Sat 19:44 -- 485/h)
20240914-19:33:40 nb_generated 1565 model 2 (finishes Sat 19:40 -- 496/h)
20240914-19:33:45 nb_generated 1532 model 9 (finishes Sat 19:44 -- 485/h)
20240914-19:33:54 nb_generated 1566 model 3 (finishes Sat 19:40 -- 495/h)
20240914-19:33:56 nb_generated 1534 model 2 (finishes Sat 19:44 -- 485/h)
20240914-19:34:07 nb_generated 1568 model 1 (finishes Sat 19:40 -- 495/h)
20240914-19:34:07 nb_generated 1534 model 7 (finishes Sat 19:44 -- 484/h)
20240914-19:34:16 nb_generated 1569 model 2 (finishes Sat 19:40 -- 495/h)
20240914-19:34:16 nb_generated 1536 model 1 (finishes Sat 19:44 -- 484/h)
20240914-19:34:26 nb_generated 1574 model 3 (finishes Sat 19:40 -- 497/h)
20240914-19:34:30 nb_generated 1540 model 0 (finishes Sat 19:44 -- 485/h)
20240914-19:34:35 nb_generated 1576 model 9 (finishes Sat 19:40 -- 497/h)
20240914-19:34:45 nb_generated 1543 model 6 (finishes Sat 19:44 -- 485/h)
20240914-19:34:48 nb_generated 1578 model 6 (finishes Sat 19:40 -- 497/h)
20240914-19:35:00 nb_generated 1579 model 2 (finishes Sat 19:40 -- 496/h)
20240914-19:35:13 nb_generated 1543 model 8 (finishes Sat 19:44 -- 483/h)
20240914-19:35:19 nb_generated 1579 model 8 (finishes Sat 19:40 -- 495/h)
20240914-19:35:21 nb_generated 1545 model 5 (finishes Sat 19:44 -- 484/h)
20240914-19:35:31 nb_generated 1546 model 9 (finishes Sat 19:44 -- 484/h)
20240914-19:35:32 nb_generated 1582 model 2 (finishes Sat 19:40 -- 495/h)
20240914-19:35:42 nb_generated 1583 model 3 (finishes Sat 19:40 -- 495/h)
20240914-19:35:50 nb_generated 1585 model 5 (finishes Sat 19:40 -- 495/h)
20240914-19:35:53 nb_generated 1546 model 8 (finishes Sat 19:44 -- 482/h)
20240914-19:36:02 nb_generated 1587 model 1 (finishes Sat 19:40 -- 495/h)
20240914-19:36:07 nb_generated 1547 model 4 (finishes Sat 19:45 -- 482/h)
20240914-19:36:12 nb_generated 1593 model 5 (finishes Sat 19:40 -- 497/h)
20240914-19:36:20 nb_generated 1550 model 6 (finishes Sat 19:45 -- 482/h)
20240914-19:36:22 nb_generated 1596 model 7 (finishes Sat 19:40 -- 498/h)
20240914-19:36:28 nb_generated 1553 model 0 (finishes Sat 19:44 -- 482/h)
20240914-19:36:39 nb_generated 1554 model 2 (finishes Sat 19:44 -- 482/h)
20240914-19:36:46 nb_generated 1597 model 8 (finishes Sat 19:40 -- 497/h)
20240914-19:36:49 nb_generated 1560 model 9 (finishes Sat 19:44 -- 484/h)
20240914-19:36:56 nb_generated 1564 model 5 (finishes Sat 19:44 -- 485/h)
20240914-19:37:00 nb_generated 1599 model 6 (finishes Sat 19:40 -- 496/h)
20240914-19:37:07 nb_generated 1566 model 9 (finishes Sat 19:44 -- 485/h)
20240914-19:37:15 nb_generated 1599 model 5 (finishes Sat 19:40 -- 495/h)
20240914-19:37:17 nb_generated 1567 model 7 (finishes Sat 19:44 -- 484/h)
20240914-19:37:23 nb_generated 1603 model 3 (finishes Sat 19:40 -- 496/h)
20240914-19:37:28 nb_generated 1571 model 4 (finishes Sat 19:44 -- 485/h)
20240914-19:37:36 nb_generated 1605 model 0 (finishes Sat 19:40 -- 495/h)
20240914-19:37:37 nb_generated 1574 model 3 (finishes Sat 19:44 -- 485/h)
20240914-19:37:47 nb_generated 1606 model 8 (finishes Sat 19:40 -- 495/h)
20240914-19:37:54 nb_generated 1610 model 5 (finishes Sat 19:40 -- 496/h)
20240914-19:37:54 nb_generated 1576 model 4 (finishes Sat 19:44 -- 485/h)
20240914-19:38:04 nb_generated 1580 model 9 (finishes Sat 19:43 -- 486/h)
20240914-19:38:05 nb_generated 1612 model 5 (finishes Sat 19:40 -- 496/h)
20240914-19:38:13 nb_generated 1585 model 0 (finishes Sat 19:43 -- 487/h)
20240914-19:38:16 nb_generated 1612 model 7 (finishes Sat 19:40 -- 496/h)
20240914-19:38:29 nb_generated 1585 model 8 (finishes Sat 19:43 -- 486/h)
20240914-19:38:29 nb_generated 1612 model 6 (finishes Sat 19:41 -- 495/h)
20240914-19:38:40 nb_generated 1612 model 7 (finishes Sat 19:41 -- 494/h)
20240914-19:38:43 nb_generated 1586 model 2 (finishes Sat 19:43 -- 486/h)
20240914-19:38:50 nb_generated 1615 model 5 (finishes Sat 19:41 -- 495/h)
20240914-19:38:58 nb_generated 1586 model 5 (finishes Sat 19:44 -- 485/h)
20240914-19:39:01 nb_generated 1618 model 6 (finishes Sat 19:41 -- 494/h)
20240914-19:39:18 nb_generated 1587 model 8 (finishes Sat 19:44 -- 484/h)
20240914-19:39:21 nb_generated 1620 model 6 (finishes Sat 19:41 -- 494/h)
20240914-19:39:27 nb_generated 1588 model 6 (finishes Sat 19:44 -- 484/h)
20240914-19:39:35 nb_generated 1589 model 7 (finishes Sat 19:44 -- 483/h)
20240914-19:39:35 nb_generated 1621 model 7 (finishes Sat 19:41 -- 493/h)
20240914-19:39:43 nb_generated 1625 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:39:45 nb_generated 1592 model 1 (finishes Sat 19:44 -- 484/h)
20240914-19:39:54 nb_generated 1626 model 2 (finishes Sat 19:41 -- 493/h)
20240914-19:39:55 nb_generated 1592 model 4 (finishes Sat 19:44 -- 483/h)
20240914-19:40:04 nb_generated 1628 model 5 (finishes Sat 19:41 -- 494/h)
20240914-19:40:04 nb_generated 1593 model 6 (finishes Sat 19:44 -- 483/h)
20240914-19:40:12 nb_generated 1595 model 9 (finishes Sat 19:44 -- 483/h)
20240914-19:40:14 nb_generated 1628 model 7 (finishes Sat 19:41 -- 493/h)
20240914-19:40:27 nb_generated 1600 model 2 (finishes Sat 19:44 -- 484/h)
20240914-19:40:27 nb_generated 1628 model 1 (finishes Sat 19:41 -- 492/h)
20240914-19:40:38 nb_generated 1631 model 1 (finishes Sat 19:41 -- 493/h)
20240914-19:40:43 nb_generated 1604 model 6 (finishes Sat 19:44 -- 485/h)
20240914-19:40:52 nb_generated 1632 model 8 (finishes Sat 19:41 -- 492/h)
20240914-19:40:56 nb_generated 1608 model 0 (finishes Sat 19:43 -- 486/h)
20240914-19:41:00 nb_generated 1637 model 1 (finishes Sat 19:41 -- 493/h)
20240914-19:41:07 nb_generated 1639 model 2 (finishes Sat 19:41 -- 494/h)
20240914-19:41:14 nb_generated 1609 model 5 (finishes Sat 19:44 -- 485/h)
20240914-19:41:16 nb_generated 1639 model 6 (finishes Sat 19:41 -- 493/h)
20240914-19:41:21 nb_generated 1612 model 5 (finishes Sat 19:43 -- 486/h)
20240914-19:41:26 nb_generated 1642 model 6 (finishes now! -- 494/h)
20240914-19:41:26 generate_c_quizz_speed 494/h
20240914-19:41:29 nb_generated 1612 model 3 (finishes Sat 19:43 -- 485/h)
20240914-19:41:42 nb_generated 1612 model 7 (finishes Sat 19:44 -- 485/h)
20240914-19:41:48 nb_generated 1615 model 9 (finishes Sat 19:44 -- 485/h)
20240914-19:41:58 nb_generated 1617 model 7 (finishes Sat 19:43 -- 486/h)
20240914-19:42:13 nb_generated 1617 model 8 (finishes Sat 19:44 -- 485/h)
20240914-19:42:21 nb_generated 1618 model 5 (finishes Sat 19:44 -- 485/h)
20240914-19:42:38 nb_generated 1618 model 2 (finishes Sat 19:44 -- 484/h)
20240914-19:42:47 nb_generated 1621 model 7 (finishes Sat 19:44 -- 484/h)
20240914-19:42:59 nb_generated 1622 model 8 (finishes Sat 19:44 -- 484/h)
20240914-19:43:10 nb_generated 1626 model 0 (finishes Sat 19:44 -- 485/h)
20240914-19:43:18 nb_generated 1631 model 2 (finishes Sat 19:43 -- 486/h)
20240914-19:43:31 nb_generated 1632 model 8 (finishes Sat 19:43 -- 486/h)
20240914-19:43:43 nb_generated 1636 model 7 (finishes now! -- 486/h)
20240914-19:43:43 generate_c_quizz_speed 486/h
20240914-19:44:02 wrote culture_c_quiz_1513.png
20240914-19:46:37 wrote culture_c_quiz_1513_solvable.png
20240914-19:46:37 generated_c_quizzes c_quizzes.size()=torch.Size([3278, 404])
20240914-19:46:37 nb_c_quizzes 3278
20240914-19:46:37 training model 0 (accuracy 0)
20240914-19:46:37 training model 1 (accuracy 0)
20240914-19:48:41 train_loss 1513 model 0 0.01075588744882225
20240914-19:48:41 train_loss 1513 model 1 0.011344650145460036
20240914-19:48:42 test_loss 1513 model 0 0.006909737671475113
20240914-19:48:42 test_loss 1513 model 1 0.008778210877136417
20240914-19:49:19 test_accuracy 1513 model 1 nb_correct 782 / 814 (96.07%)
20240914-19:49:20 test_accuracy 1513 model 0 nb_correct 795 / 822 (96.72%)
20240914-19:49:21 wrote ae_000.pth
20240914-19:49:21 wrote ae_001.pth
20240914-19:49:22 wrote ae_002.pth
20240914-19:49:23 wrote ae_003.pth
20240914-19:49:23 wrote ae_004.pth
20240914-19:49:24 wrote ae_005.pth
20240914-19:49:25 wrote ae_006.pth
20240914-19:49:25 wrote ae_007.pth
20240914-19:49:26 wrote ae_008.pth
20240914-19:49:27 wrote ae_009.pth
20240914-19:49:27 epoch_duration 2min49s next_finish 19:52:16
20240914-19:49:27 wrote state.pth
20240914-19:49:27 --- epoch 1514 ----------------------------------------
20240914-19:49:27 current_test_accuracies 0.9672 0.9607 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
20240914-19:49:27 time_train=162 time_c_quizzes=9245
20240914-19:49:27 nb_c_quizzes 3278
20240914-19:49:27 training model 2 (accuracy 0)
20240914-19:49:27 training model 3 (accuracy 0)
20240914-19:51:30 train_loss 1514 model 2 0.010743158443101038
20240914-19:51:31 train_loss 1514 model 3 0.011024087306877846
20240914-19:51:32 test_loss 1514 model 2 0.007481033686613614
20240914-19:51:32 test_loss 1514 model 3 0.006486562787495131