2025-06-11 06:23:42,610 [INFO ] [logger.py:dumpArgs:73]	 Starting with arguments
{"name": "cifar10", "dataset": {"path": "../../datasets/cifar10", "image_size": 224, "sensor_size": 56}, "output": "./models/dirichlet-cifar10/", "seed": 1337, "verbose": 1, "cuda_index": 0, "masks": [], "drop": {"name": "block-dropout"}, "training_iterations": 1000, "batch_size": 50, "validate_every": 10, "patience": 5, "evaluate_training": false, "teacher": "./models/cifar10/cifar10-20250515-150106.pklz", "optimizer": {"name": "adam"}, "scheduler": {}, "masked_weight": 0.0, "dirichlet_weight": 1.0, "clean_weight": 0.0, "input": null, "architecture": {"name": "resnet_dirichlet", "activation": "exp", "copy_input_weights": true}}
2025-06-11 06:23:42,610 [INFO ] [learn_dirichlet_network.py:<module>:74]	 Starting to train cifar10
2025-06-11 06:23:42,610 [INFO ] [loader.py:getDatasetSplits:21]	 Loading CIFAR10 dataset from ../../datasets/cifar10
2025-06-11 06:23:42,610 [INFO ] [baselines.py:createCIFAR10Dataset:69]	 Using 10 CIFAR10 targets: ['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck']
2025-06-11 06:23:42,664 [INFO ] [baselines.py:getTransform:24]	 Resizing images from 32 to 224
2025-06-11 06:23:42,664 [INFO ] [baselines.py:getTransform:37]	 Applying CIFAR10 standard normalization
2025-06-11 06:23:43,745 [INFO ] [torch_utils.py:split:72]	 Split training from 50000 into 35000 training images and 15000 validation images. Found 10000 testing images.
2025-06-11 06:23:43,806 [INFO ] [util.py:selectDevice:88]	 Using cuda:0 for tensor calculations
2025-06-11 06:23:44,114 [INFO ] [learn_dirichlet_network.py:<module>:88]	 Constructing neural network
2025-06-11 06:23:44,114 [INFO ] [loader.py:_ensureNumClassesSet:22]	 Constructing ResNet Dirichlet with 10 targets
2025-06-11 06:23:45,077 [INFO ] [learn_dirichlet_network.py:<module>:114]	 Network has 11184778 parameters
2025-06-11 06:23:45,077 [INFO ] [util.py:getOptimizer:104]	 Adam optimizer configuration: {}
2025-06-11 06:23:45,078 [INFO ] [learn_dirichlet_network.py:<module>:144]	 Using randon dropping with arguments {'name': 'block-dropout'}
2025-06-11 06:24:15,320 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 30.24156 seconds
2025-06-11 06:24:15,320 [INFO ] [learn_dirichlet_network.py:<module>:171]	 Initial validation error 3.2814176082611084
2025-06-11 06:24:15,320 [INFO ] [learn_dirichlet_network.py:<module>:174]	 Starting network learning
2025-06-11 06:25:30,485 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 1/1000 in 75.16027 seconds - error: -49.259917321886334
2025-06-11 06:25:30,486 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 06:25:30,486 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 1 to ./models/dirichlet-cifar10/cifar10-20250611-062342-1.pklz
2025-06-11 06:25:59,732 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.63853 seconds
2025-06-11 06:25:59,732 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -48.06132507324219 < prev best 3.2814176082611084
2025-06-11 06:27:15,354 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 2/1000 in 75.61623 seconds - error: -50.03770373753139
2025-06-11 06:28:30,013 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 3/1000 in 74.65884 seconds - error: -50.39708911895752
2025-06-11 06:29:44,714 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 4/1000 in 74.70028 seconds - error: -50.40031620570591
2025-06-11 06:30:59,916 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 5/1000 in 75.20215 seconds - error: -50.635200936453685
2025-06-11 06:32:14,869 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 6/1000 in 74.95308 seconds - error: -50.63126867021833
2025-06-11 06:33:29,659 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 7/1000 in 74.78936 seconds - error: -50.88215551103865
2025-06-11 06:34:44,246 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 8/1000 in 74.58736 seconds - error: -50.99496538979667
2025-06-11 06:35:58,919 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 9/1000 in 74.67216 seconds - error: -51.14061028071812
2025-06-11 06:37:13,846 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 10/1000 in 74.92700 seconds - error: -51.281707087925504
2025-06-11 06:38:28,971 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 11/1000 in 75.12487 seconds - error: -51.437315853663854
2025-06-11 06:38:28,971 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 06:38:28,971 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 11 to ./models/dirichlet-cifar10/cifar10-20250611-062342-11.pklz
2025-06-11 06:38:57,452 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.89598 seconds
2025-06-11 06:38:57,452 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -49.07687759399414 < prev best -48.06132507324219
2025-06-11 06:40:13,155 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 12/1000 in 75.69718 seconds - error: -51.349273109436034
2025-06-11 06:41:29,011 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 13/1000 in 75.85640 seconds - error: -50.58058132852827
2025-06-11 06:42:45,502 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 14/1000 in 76.49063 seconds - error: -51.33954891204834
2025-06-11 06:44:01,361 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 15/1000 in 75.85855 seconds - error: -51.60927049364363
2025-06-11 06:45:17,345 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 16/1000 in 75.98351 seconds - error: -51.7834213747297
2025-06-11 06:46:33,094 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 17/1000 in 75.74955 seconds - error: -51.76396051134382
2025-06-11 06:47:49,990 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 18/1000 in 76.89562 seconds - error: -51.896931010654995
2025-06-11 06:49:14,847 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 19/1000 in 84.85679 seconds - error: -51.7912092426845
2025-06-11 06:50:31,159 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 20/1000 in 76.31137 seconds - error: -52.017489258902415
2025-06-11 06:51:46,974 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 21/1000 in 75.81557 seconds - error: -52.25572370801653
2025-06-11 06:51:46,975 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 06:51:46,975 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 21 to ./models/dirichlet-cifar10/cifar10-20250611-062342-21.pklz
2025-06-11 06:52:15,463 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.89937 seconds
2025-06-11 06:52:15,463 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -49.347312927246094 < prev best -49.07687759399414
2025-06-11 06:53:31,515 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 22/1000 in 76.03995 seconds - error: -51.7750850895473
2025-06-11 06:54:46,264 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 23/1000 in 74.74907 seconds - error: -51.62891066959926
2025-06-11 06:56:02,294 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 24/1000 in 76.02916 seconds - error: -52.19278529030936
2025-06-11 06:57:17,706 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 25/1000 in 75.41205 seconds - error: -52.300188456944056
2025-06-11 06:58:34,077 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 26/1000 in 76.37121 seconds - error: -52.51349079677037
2025-06-11 06:59:50,154 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 27/1000 in 76.07681 seconds - error: -52.64240487234933
2025-06-11 07:01:08,030 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 28/1000 in 77.87558 seconds - error: -52.70954256330218
2025-06-11 07:02:23,299 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 29/1000 in 75.26847 seconds - error: -52.696179537091936
2025-06-11 07:03:39,193 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 30/1000 in 75.89384 seconds - error: -52.64704837799072
2025-06-11 07:04:55,653 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 31/1000 in 76.46007 seconds - error: -52.807974357604984
2025-06-11 07:04:55,653 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 07:04:55,653 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 31 to ./models/dirichlet-cifar10/cifar10-20250611-062342-31.pklz
2025-06-11 07:05:24,004 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.76619 seconds
2025-06-11 07:05:24,004 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -49.58937454223633 < prev best -49.347312927246094
2025-06-11 07:06:38,701 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 32/1000 in 74.69196 seconds - error: -52.97049900599888
2025-06-11 07:07:57,099 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 33/1000 in 78.39714 seconds - error: -52.89596486227853
2025-06-11 07:09:15,847 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 34/1000 in 78.74793 seconds - error: -52.428794043404714
2025-06-11 07:10:34,365 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 35/1000 in 78.51812 seconds - error: -53.00729708535331
2025-06-11 07:11:53,170 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 36/1000 in 78.80523 seconds - error: -53.182708544049945
2025-06-11 07:13:11,394 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 37/1000 in 78.22379 seconds - error: -53.04603820255824
2025-06-11 07:14:29,611 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 38/1000 in 78.21604 seconds - error: -53.33331719534738
2025-06-11 07:15:48,215 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 39/1000 in 78.60382 seconds - error: -53.445547191074915
2025-06-11 07:17:05,359 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 40/1000 in 77.14401 seconds - error: -53.42182312556675
2025-06-11 07:18:23,583 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 41/1000 in 78.22398 seconds - error: -53.34946417127337
2025-06-11 07:18:23,583 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 07:18:23,583 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 41 to ./models/dirichlet-cifar10/cifar10-20250611-062342-41.pklz
2025-06-11 07:18:52,992 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.83330 seconds
2025-06-11 07:18:52,992 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -48.95725631713867 > prev best -49.58937454223633
2025-06-11 07:20:10,578 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 42/1000 in 77.58545 seconds - error: -53.34489351000104
2025-06-11 07:21:28,215 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 43/1000 in 77.63714 seconds - error: -53.597276889256065
2025-06-11 07:22:45,929 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 44/1000 in 77.71302 seconds - error: -53.655945881434846
2025-06-11 07:24:03,627 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 45/1000 in 77.69780 seconds - error: -53.71932580675398
2025-06-11 07:25:21,309 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 46/1000 in 77.68250 seconds - error: -53.744232619149344
2025-06-11 07:26:38,816 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 47/1000 in 77.50680 seconds - error: -53.75506259918213
2025-06-11 07:27:56,566 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 48/1000 in 77.74987 seconds - error: -53.909716426304406
2025-06-11 07:29:14,151 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 49/1000 in 77.58478 seconds - error: -53.82404427119664
2025-06-11 07:30:31,543 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 50/1000 in 77.39109 seconds - error: -53.85745926448277
2025-06-11 07:31:49,122 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 51/1000 in 77.57969 seconds - error: -54.043784277779714
2025-06-11 07:31:49,123 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 07:31:49,123 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 51 to ./models/dirichlet-cifar10/cifar10-20250611-062342-51.pklz
2025-06-11 07:32:18,181 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.47083 seconds
2025-06-11 07:32:18,182 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -48.271644592285156 > prev best -49.58937454223633
2025-06-11 07:33:35,679 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 52/1000 in 77.49714 seconds - error: -54.00187242235456
2025-06-11 07:34:53,606 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 53/1000 in 77.92735 seconds - error: -54.126938373020714
2025-06-11 07:36:11,354 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 54/1000 in 77.74781 seconds - error: -54.19432133810861
2025-06-11 07:37:29,202 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 55/1000 in 77.84754 seconds - error: -54.239252308436804
2025-06-11 07:38:47,098 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 56/1000 in 77.89616 seconds - error: -54.3169321005685
2025-06-11 07:40:04,738 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 57/1000 in 77.63985 seconds - error: -54.32819391523089
2025-06-11 07:41:22,335 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 58/1000 in 77.59611 seconds - error: -54.44539043971471
2025-06-11 07:42:40,150 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 59/1000 in 77.81525 seconds - error: -54.54875005994524
2025-06-11 07:43:57,718 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 60/1000 in 77.56769 seconds - error: -54.499782017299104
2025-06-11 07:45:15,143 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 61/1000 in 77.42502 seconds - error: -54.50738741738456
2025-06-11 07:45:15,143 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 07:45:15,144 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 61 to ./models/dirichlet-cifar10/cifar10-20250611-062342-61.pklz
2025-06-11 07:45:44,344 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.62051 seconds
2025-06-11 07:45:44,344 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -48.205711364746094 > prev best -49.58937454223633
2025-06-11 07:47:02,025 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 62/1000 in 77.68030 seconds - error: -54.67896708897182
2025-06-11 07:48:19,908 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 63/1000 in 77.88351 seconds - error: -54.56081164223807
2025-06-11 07:49:37,442 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 64/1000 in 77.53337 seconds - error: -54.68387087685721
2025-06-11 07:50:55,142 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 65/1000 in 77.69948 seconds - error: -54.69722252437047
2025-06-11 07:52:12,539 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 66/1000 in 77.39640 seconds - error: -54.60443646567209
2025-06-11 07:53:30,200 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 67/1000 in 77.66157 seconds - error: -54.842996913364956
2025-06-11 07:54:47,828 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 68/1000 in 77.62763 seconds - error: -54.93142474583217
2025-06-11 07:56:05,268 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 69/1000 in 77.43996 seconds - error: -54.67766363416399
2025-06-11 07:57:23,148 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 70/1000 in 77.87983 seconds - error: -55.002668380737305
2025-06-11 07:58:40,495 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 71/1000 in 77.34601 seconds - error: -55.113653499058316
2025-06-11 07:58:40,495 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 07:58:40,495 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 71 to ./models/dirichlet-cifar10/cifar10-20250611-062342-71.pklz
2025-06-11 07:59:09,345 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.26688 seconds
2025-06-11 07:59:09,345 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -47.44378662109375 > prev best -49.58937454223633
2025-06-11 08:00:26,874 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 72/1000 in 77.52896 seconds - error: -55.12756193433489
2025-06-11 08:01:44,541 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 73/1000 in 77.66665 seconds - error: -55.1904050554548
2025-06-11 08:03:02,006 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 74/1000 in 77.46537 seconds - error: -54.83356909070696
2025-06-11 08:04:19,602 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 75/1000 in 77.59511 seconds - error: -55.20572385515486
2025-06-11 08:05:37,187 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 76/1000 in 77.58491 seconds - error: -55.17653335571289
2025-06-11 08:06:54,670 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 77/1000 in 77.48318 seconds - error: -55.17547490256173
2025-06-11 08:08:11,996 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 78/1000 in 77.32609 seconds - error: -55.39726195199149
2025-06-11 08:09:29,565 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 79/1000 in 77.56839 seconds - error: -55.38443674360003
2025-06-11 08:10:47,198 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 80/1000 in 77.63291 seconds - error: -55.30536276681082
2025-06-11 08:12:05,307 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 81/1000 in 78.10893 seconds - error: -55.39340932573591
2025-06-11 08:12:05,307 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 08:12:05,308 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 81 to ./models/dirichlet-cifar10/cifar10-20250611-062342-81.pklz
2025-06-11 08:12:34,903 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 28.00213 seconds
2025-06-11 08:12:34,903 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -47.62451934814453 > prev best -49.58937454223633
2025-06-11 08:13:52,795 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 82/1000 in 77.89216 seconds - error: -54.351765433038985
2025-06-11 08:15:10,467 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 83/1000 in 77.67170 seconds - error: -55.20039900098528
2025-06-11 08:16:27,981 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 84/1000 in 77.51326 seconds - error: -55.52159786769322
2025-06-11 08:17:45,530 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 85/1000 in 77.54930 seconds - error: -55.63811595916748
2025-06-11 08:19:03,142 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 86/1000 in 77.61180 seconds - error: -55.66592688969203
2025-06-11 08:20:20,906 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 87/1000 in 77.76410 seconds - error: -55.63675018310547
2025-06-11 08:21:38,600 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 88/1000 in 77.69355 seconds - error: -55.71859795706613
2025-06-11 08:22:55,863 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 89/1000 in 77.26195 seconds - error: -55.742490283421105
2025-06-11 08:24:13,707 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 90/1000 in 77.84378 seconds - error: -55.80403470720564
2025-06-11 08:25:31,502 [INFO ] [learn_dirichlet_network.py:<module>:206]	 cifar10 iteration 91/1000 in 77.79505 seconds - error: -55.79858978816441
2025-06-11 08:25:31,502 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-11 08:25:31,502 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 91 to ./models/dirichlet-cifar10/cifar10-20250611-062342-91.pklz
2025-06-11 08:26:00,650 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.55134 seconds
2025-06-11 08:26:00,650 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -45.91103744506836 > prev best -49.58937454223633
2025-06-11 08:26:00,650 [INFO ] [learn_dirichlet_network.py:<module>:229]	 Exceeding patience 5, stopping training
2025-06-11 08:26:00,650 [INFO ] [learn_dirichlet_network.py:<module>:245]	 Network learning done in 7305.33008 secs
2025-06-11 08:26:00,671 [INFO ] [learn_dirichlet_network.py:<module>:254]	 Saving model to ./models/dirichlet-cifar10/cifar10-20250611-062342.pklz
2025-06-11 08:27:06,197 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 63.92251 seconds
2025-06-11 08:27:06,198 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for train is -53.27634811401367:
tensor([-53.2763])
2025-06-11 08:27:31,572 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 25.37412 seconds
2025-06-11 08:27:31,573 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for validate is -49.40504455566406:
tensor([-49.4050])
2025-06-11 08:27:47,252 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 15.67933 seconds
2025-06-11 08:27:47,252 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for test is -50.12376403808594:
tensor([-50.1238])
