2025-05-14 00:41:53,425 [INFO ] [logger.py:dumpArgs:73]	 Starting with arguments
{"name": "celeba", "dataset": {"path": "../../datasets/CelebAMask/256/img", "lists_root": "datasets/celeba", "targets": ["Eyeglasses"], "attributes_path": "../../datasets/CelebAMask/1024/CelebAMask-HQ-attribute-anno.txt"}, "masks": [{"name": "top"}, {"name": "bottom"}, {"name": "full"}, {"name": "none"}], "output": "./models/dirichlet-celeba/Eyeglasses/", "seed": 1337, "verbose": 1, "cuda_index": 0, "learning_rate": 0.0001, "training_iterations": 1000, "batch_size": 50, "validate_every": 10, "patience": 5, "evaluate_training": true, "teacher": "./models/celeba/Eyeglasses/celeba-20250508-134104.pklz", "masked_weight": 0.0, "dirichlet_weight": 1.0, "clean_weight": 0.0, "input": null, "architecture": {"name": "resnet_dirichlet", "activation": "exp"}}
2025-05-14 00:41:53,426 [INFO ] [learn_dirichlet_network.py:<module>:68]	 Starting to train celeba
2025-05-14 00:41:53,426 [INFO ] [loader.py:getDatasetSplits:23]	 Loading CelebA dataset from ../../datasets/CelebAMask/256/img
2025-05-14 00:41:58,038 [INFO ] [celeba.py:createCelebADataset:139]	 Found 1 CelebA attributes for 30000 images: ['Eyeglasses']
2025-05-14 00:41:58,139 [INFO ] [celeba.py:createCelebADataset:149]	 Loading 26000 training images, 2000 validation images, and 2000 testing images
2025-05-14 00:41:58,177 [INFO ] [util.py:selectDevice:85]	 Using cuda:0 for tensor calculations
2025-05-14 00:41:58,622 [INFO ] [learn_dirichlet_network.py:<module>:82]	 Constructing neural network
2025-05-14 00:41:58,622 [INFO ] [loader.py:_ensureNumClassesSet:22]	 Constructing ResNet Dirichlet with 1 targets
2025-05-14 00:41:59,403 [INFO ] [learn_dirichlet_network.py:<module>:105]	 Network has 11170434 parameters
2025-05-14 00:43:59,950 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 120.54568 seconds
2025-05-14 00:43:59,950 [INFO ] [learn_dirichlet_network.py:<module>:146]	 Initial training error 3.381528e+00
2025-05-14 00:44:04,023 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.07239 seconds
2025-05-14 00:44:04,023 [INFO ] [learn_dirichlet_network.py:<module>:150]	 Initial validation error 4.060999e+00
2025-05-14 00:44:04,023 [INFO ] [learn_dirichlet_network.py:<module>:153]	 Starting network learning
2025-05-14 00:45:47,555 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 1/1000 in 103.52644 seconds - error: -6.221054e+00
2025-05-14 00:45:47,555 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 00:45:47,555 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 1 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-1.pklz
2025-05-14 00:46:45,033 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 55.89225 seconds
2025-05-14 00:46:45,033 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -6.922780e+00
2025-05-14 00:46:49,151 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.11816 seconds
2025-05-14 00:46:49,151 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -7.519206e+00 < prev best 4.060999e+00
2025-05-14 00:48:04,177 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 2/1000 in 75.02024 seconds - error: -7.000318e+00
2025-05-14 00:49:19,084 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 3/1000 in 74.90758 seconds - error: -7.280072e+00
2025-05-14 00:50:33,769 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 4/1000 in 74.68485 seconds - error: 3.569737e+01
2025-05-14 00:51:48,547 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 5/1000 in 74.77780 seconds - error: -6.553184e+00
2025-05-14 00:53:03,453 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 6/1000 in 74.90602 seconds - error: -6.859089e+00
2025-05-14 00:54:18,425 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 7/1000 in 74.97193 seconds - error: -6.927246e+00
2025-05-14 00:55:36,304 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 8/1000 in 77.87835 seconds - error: -6.941974e+00
2025-05-14 00:56:54,062 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 9/1000 in 77.75739 seconds - error: -6.979561e+00
2025-05-14 00:58:09,827 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 10/1000 in 75.76499 seconds - error: -7.000652e+00
2025-05-14 00:59:25,454 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 11/1000 in 75.62737 seconds - error: -7.020502e+00
2025-05-14 00:59:25,454 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 00:59:25,455 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 11 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-11.pklz
2025-05-14 01:00:21,089 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.16563 seconds
2025-05-14 01:00:21,089 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.052859e+00
2025-05-14 01:00:25,181 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.09153 seconds
2025-05-14 01:00:25,181 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -7.797503e+00 < prev best -7.519206e+00
2025-05-14 01:01:40,180 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 12/1000 in 74.99420 seconds - error: -7.057241e+00
2025-05-14 01:02:55,467 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 13/1000 in 75.28610 seconds - error: -7.080210e+00
2025-05-14 01:04:10,847 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 14/1000 in 75.38003 seconds - error: -7.119788e+00
2025-05-14 01:05:26,202 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 15/1000 in 75.35473 seconds - error: -7.171742e+00
2025-05-14 01:06:41,580 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 16/1000 in 75.37838 seconds - error: -7.242360e+00
2025-05-14 01:07:56,874 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 17/1000 in 75.29397 seconds - error: -7.336484e+00
2025-05-14 01:09:12,081 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 18/1000 in 75.20673 seconds - error: -7.386683e+00
2025-05-14 01:10:27,350 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 19/1000 in 75.26883 seconds - error: -7.413453e+00
2025-05-14 01:11:42,514 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 20/1000 in 75.16378 seconds - error: -7.609925e+00
2025-05-14 01:12:57,437 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 21/1000 in 74.92262 seconds - error: -3.318413e+00
2025-05-14 01:12:57,437 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 01:12:57,437 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 21 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-21.pklz
2025-05-14 01:13:54,415 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 55.49882 seconds
2025-05-14 01:13:54,415 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -6.786115e+00
2025-05-14 01:13:58,621 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.20571 seconds
2025-05-14 01:13:58,621 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -7.440773e+00 > prev best -7.797503e+00
2025-05-14 01:15:13,491 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 22/1000 in 74.86945 seconds - error: -6.806798e+00
2025-05-14 01:16:28,590 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 23/1000 in 75.09936 seconds - error: -6.911455e+00
2025-05-14 01:17:43,829 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 24/1000 in 75.23827 seconds - error: -7.007194e+00
2025-05-14 01:18:59,182 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 25/1000 in 75.35323 seconds - error: -7.076544e+00
2025-05-14 01:20:14,381 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 26/1000 in 75.19870 seconds - error: -7.162538e+00
2025-05-14 01:21:29,429 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 27/1000 in 75.04840 seconds - error: -7.271300e+00
2025-05-14 01:22:44,567 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 28/1000 in 75.13754 seconds - error: -7.352240e+00
2025-05-14 01:23:59,801 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 29/1000 in 75.23378 seconds - error: -7.169422e+00
2025-05-14 01:25:15,135 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 30/1000 in 75.33375 seconds - error: -7.419354e+00
2025-05-14 01:26:30,108 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 31/1000 in 74.97259 seconds - error: -7.279440e+00
2025-05-14 01:26:30,108 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 01:26:30,108 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 31 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-31.pklz
2025-05-14 01:27:26,485 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.90909 seconds
2025-05-14 01:27:26,485 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.157684e+00
2025-05-14 01:27:30,615 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.12941 seconds
2025-05-14 01:27:30,615 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -7.864266e+00 < prev best -7.797503e+00
2025-05-14 01:28:45,745 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 32/1000 in 75.12440 seconds - error: -7.298765e+00
2025-05-14 01:30:00,977 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 33/1000 in 75.23229 seconds - error: -7.471809e+00
2025-05-14 01:31:16,089 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 34/1000 in 75.11135 seconds - error: -7.389701e+00
2025-05-14 01:32:31,313 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 35/1000 in 75.22468 seconds - error: -7.362887e+00
2025-05-14 01:33:46,597 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 36/1000 in 75.28367 seconds - error: -7.480224e+00
2025-05-14 01:35:01,656 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 37/1000 in 75.05883 seconds - error: -7.388359e+00
2025-05-14 01:36:17,034 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 38/1000 in 75.37724 seconds - error: -7.344990e+00
2025-05-14 01:37:32,468 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 39/1000 in 75.43449 seconds - error: -6.958538e+00
2025-05-14 01:38:47,676 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 40/1000 in 75.20771 seconds - error: -7.104819e+00
2025-05-14 01:40:03,048 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 41/1000 in 75.37158 seconds - error: -7.258485e+00
2025-05-14 01:40:03,048 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 01:40:03,048 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 41 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-41.pklz
2025-05-14 01:40:58,711 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.18403 seconds
2025-05-14 01:40:58,711 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.347075e+00
2025-05-14 01:41:02,841 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.12980 seconds
2025-05-14 01:41:02,841 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -8.088140e+00 < prev best -7.864266e+00
2025-05-14 01:42:17,683 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 42/1000 in 74.83752 seconds - error: -7.422618e+00
2025-05-14 01:43:33,060 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 43/1000 in 75.37687 seconds - error: -7.413588e+00
2025-05-14 01:44:48,382 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 44/1000 in 75.32190 seconds - error: -7.279543e+00
2025-05-14 01:46:03,590 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 45/1000 in 75.20747 seconds - error: -7.308895e+00
2025-05-14 01:47:18,905 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 46/1000 in 75.31514 seconds - error: 2.510863e+00
2025-05-14 01:48:34,250 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 47/1000 in 75.34445 seconds - error: -7.150739e+00
2025-05-14 01:49:49,439 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 48/1000 in 75.18891 seconds - error: -7.212996e+00
2025-05-14 01:51:04,621 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 49/1000 in 75.18135 seconds - error: -7.235724e+00
2025-05-14 01:52:19,776 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 50/1000 in 75.15559 seconds - error: -7.296239e+00
2025-05-14 01:53:35,036 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 51/1000 in 75.25952 seconds - error: -7.352169e+00
2025-05-14 01:53:35,036 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 01:53:35,036 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 51 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-51.pklz
2025-05-14 01:54:30,929 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.42037 seconds
2025-05-14 01:54:30,929 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.388353e+00
2025-05-14 01:54:35,064 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.13470 seconds
2025-05-14 01:54:35,064 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -8.115961e+00 < prev best -8.088140e+00
2025-05-14 01:55:50,067 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 52/1000 in 74.99803 seconds - error: -7.451801e+00
2025-05-14 01:57:05,276 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 53/1000 in 75.20913 seconds - error: -7.463965e+00
2025-05-14 01:58:20,464 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 54/1000 in 75.18705 seconds - error: -7.556347e+00
2025-05-14 01:59:35,688 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 55/1000 in 75.22427 seconds - error: -7.598511e+00
2025-05-14 02:00:50,895 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 56/1000 in 75.20639 seconds - error: -7.353016e+00
2025-05-14 02:02:06,211 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 57/1000 in 75.31572 seconds - error: -7.473980e+00
2025-05-14 02:03:21,630 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 58/1000 in 75.41907 seconds - error: -7.715731e+00
2025-05-14 02:04:36,735 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 59/1000 in 75.10528 seconds - error: -7.910490e+00
2025-05-14 02:05:51,766 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 60/1000 in 75.03022 seconds - error: -7.153285e+00
2025-05-14 02:07:06,878 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 61/1000 in 75.11198 seconds - error: -7.452460e+00
2025-05-14 02:07:06,878 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 02:07:06,878 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 61 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-61.pklz
2025-05-14 02:08:03,706 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 55.35184 seconds
2025-05-14 02:08:03,706 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.558656e+00
2025-05-14 02:08:07,932 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.22554 seconds
2025-05-14 02:08:07,932 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -8.381189e+00 < prev best -8.115961e+00
2025-05-14 02:09:22,881 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 62/1000 in 74.94396 seconds - error: -7.535364e+00
2025-05-14 02:10:37,986 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 63/1000 in 75.10536 seconds - error: -7.624796e+00
2025-05-14 02:11:52,928 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 64/1000 in 74.94139 seconds - error: -7.749780e+00
2025-05-14 02:13:07,949 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 65/1000 in 75.02041 seconds - error: -7.984657e+00
2025-05-14 02:14:23,066 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 66/1000 in 75.11685 seconds - error: -7.692336e+00
2025-05-14 02:15:37,900 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 67/1000 in 74.83407 seconds - error: -7.116848e+00
2025-05-14 02:16:53,023 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 68/1000 in 75.12346 seconds - error: -7.382645e+00
2025-05-14 02:18:08,117 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 69/1000 in 75.09319 seconds - error: -7.617911e+00
2025-05-14 02:19:23,196 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 70/1000 in 75.07914 seconds - error: -7.393252e+00
2025-05-14 02:20:38,229 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 71/1000 in 75.03312 seconds - error: -7.592284e+00
2025-05-14 02:20:38,229 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 02:20:38,230 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 71 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-71.pklz
2025-05-14 02:21:34,056 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.33258 seconds
2025-05-14 02:21:34,056 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.163620e+00
2025-05-14 02:21:38,170 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.11457 seconds
2025-05-14 02:21:38,171 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -7.870232e+00 > prev best -8.381189e+00
2025-05-14 02:22:52,898 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 72/1000 in 74.72704 seconds - error: -7.551212e+00
2025-05-14 02:24:07,985 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 73/1000 in 75.08722 seconds - error: -7.356268e+00
2025-05-14 02:25:23,066 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 74/1000 in 75.08091 seconds - error: -7.480873e+00
2025-05-14 02:26:38,163 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 75/1000 in 75.09635 seconds - error: -7.739546e+00
2025-05-14 02:27:53,169 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 76/1000 in 75.00573 seconds - error: -7.999083e+00
2025-05-14 02:29:08,266 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 77/1000 in 75.09696 seconds - error: -7.823667e+00
2025-05-14 02:30:23,203 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 78/1000 in 74.93716 seconds - error: -7.837002e+00
2025-05-14 02:31:38,236 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 79/1000 in 75.03241 seconds - error: -8.062235e+00
2025-05-14 02:32:53,370 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 80/1000 in 75.13427 seconds - error: -7.891013e+00
2025-05-14 02:34:08,151 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 81/1000 in 74.78103 seconds - error: -7.810132e+00
2025-05-14 02:34:08,151 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 02:34:08,151 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 81 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-81.pklz
2025-05-14 02:35:03,281 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 53.66035 seconds
2025-05-14 02:35:03,281 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.995191e+00
2025-05-14 02:35:07,500 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.21886 seconds
2025-05-14 02:35:07,500 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -8.770325e+00 < prev best -8.381189e+00
2025-05-14 02:36:22,040 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 82/1000 in 74.53442 seconds - error: -7.903302e+00
2025-05-14 02:37:37,001 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 83/1000 in 74.96061 seconds - error: -8.166251e+00
2025-05-14 02:38:51,909 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 84/1000 in 74.90770 seconds - error: -8.161503e+00
2025-05-14 02:40:06,960 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 85/1000 in 75.05123 seconds - error: -7.979919e+00
2025-05-14 02:41:21,896 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 86/1000 in 74.93619 seconds - error: -7.978532e+00
2025-05-14 02:42:36,928 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 87/1000 in 75.03142 seconds - error: -8.206841e+00
2025-05-14 02:43:51,757 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 88/1000 in 74.82918 seconds - error: -7.939251e+00
2025-05-14 02:45:06,575 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 89/1000 in 74.81775 seconds - error: -8.219393e+00
2025-05-14 02:46:21,332 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 90/1000 in 74.75689 seconds - error: -7.920345e+00
2025-05-14 02:47:36,107 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 91/1000 in 74.77467 seconds - error: -7.960526e+00
2025-05-14 02:47:36,107 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 02:47:36,107 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 91 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-91.pklz
2025-05-14 02:48:32,386 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.68212 seconds
2025-05-14 02:48:32,386 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.550710e+00
2025-05-14 02:48:36,612 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.22615 seconds
2025-05-14 02:48:36,613 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -8.345407e+00 > prev best -8.770325e+00
2025-05-14 02:49:51,194 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 92/1000 in 74.58107 seconds - error: -8.002312e+00
2025-05-14 02:51:05,696 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 93/1000 in 74.50190 seconds - error: -8.174350e+00
2025-05-14 02:52:20,324 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 94/1000 in 74.62844 seconds - error: -8.218520e+00
2025-05-14 02:53:34,921 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 95/1000 in 74.59677 seconds - error: -8.034620e+00
2025-05-14 02:54:49,758 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 96/1000 in 74.83709 seconds - error: -8.046342e+00
2025-05-14 02:56:04,405 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 97/1000 in 74.64624 seconds - error: -8.180798e+00
2025-05-14 02:57:19,137 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 98/1000 in 74.73150 seconds - error: -8.292116e+00
2025-05-14 02:58:33,823 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 99/1000 in 74.68642 seconds - error: -8.313753e+00
2025-05-14 02:59:48,449 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 100/1000 in 74.62625 seconds - error: -8.343352e+00
2025-05-14 03:01:03,119 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 101/1000 in 74.66893 seconds - error: -8.354180e+00
2025-05-14 03:01:03,119 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 03:01:03,119 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 101 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-101.pklz
2025-05-14 03:01:58,164 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 53.58002 seconds
2025-05-14 03:01:58,164 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -8.420636e+00
2025-05-14 03:02:02,298 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.13387 seconds
2025-05-14 03:02:02,298 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -9.114267e+00 < prev best -8.770325e+00
2025-05-14 03:03:16,723 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 102/1000 in 74.41936 seconds - error: -8.323999e+00
2025-05-14 03:04:31,266 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 103/1000 in 74.54349 seconds - error: -7.844407e+00
2025-05-14 03:05:45,989 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 104/1000 in 74.72288 seconds - error: -7.788878e+00
2025-05-14 03:07:00,629 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 105/1000 in 74.63934 seconds - error: -7.881473e+00
2025-05-14 03:08:15,348 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 106/1000 in 74.71907 seconds - error: -8.085206e+00
2025-05-14 03:09:30,161 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 107/1000 in 74.81238 seconds - error: -8.259599e+00
2025-05-14 03:10:44,811 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 108/1000 in 74.64983 seconds - error: -7.995341e+00
2025-05-14 03:11:59,540 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 109/1000 in 74.72937 seconds - error: -8.005642e+00
2025-05-14 03:13:14,247 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 110/1000 in 74.70682 seconds - error: -8.326020e+00
2025-05-14 03:14:29,135 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 111/1000 in 74.88769 seconds - error: -7.026334e+00
2025-05-14 03:14:29,135 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 03:14:29,135 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 111 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-111.pklz
2025-05-14 03:15:25,340 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.62455 seconds
2025-05-14 03:15:25,340 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -7.669980e+00
2025-05-14 03:15:29,640 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.30009 seconds
2025-05-14 03:15:29,641 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -8.405607e+00 > prev best -9.114267e+00
2025-05-14 03:16:47,207 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 112/1000 in 77.56594 seconds - error: -7.783624e+00
2025-05-14 03:18:01,985 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 113/1000 in 74.77849 seconds - error: -7.944031e+00
2025-05-14 03:19:17,012 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 114/1000 in 75.02693 seconds - error: -8.077928e+00
2025-05-14 03:20:32,198 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 115/1000 in 75.18500 seconds - error: -8.129881e+00
2025-05-14 03:21:47,309 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 116/1000 in 75.11086 seconds - error: -8.202176e+00
2025-05-14 03:23:02,306 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 117/1000 in 74.99702 seconds - error: -8.320113e+00
2025-05-14 03:24:17,223 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 118/1000 in 74.91691 seconds - error: -8.287484e+00
2025-05-14 03:25:31,989 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 119/1000 in 74.76639 seconds - error: -8.376800e+00
2025-05-14 03:26:46,959 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 120/1000 in 74.96905 seconds - error: -8.353489e+00
2025-05-14 03:28:01,951 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 121/1000 in 74.99211 seconds - error: -8.392332e+00
2025-05-14 03:28:01,951 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 03:28:01,951 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 121 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-121.pklz
2025-05-14 03:29:00,675 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 57.25365 seconds
2025-05-14 03:29:00,675 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -8.424062e+00
2025-05-14 03:29:04,893 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.21827 seconds
2025-05-14 03:29:04,894 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -9.096345e+00 > prev best -9.114267e+00
2025-05-14 03:30:19,764 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 122/1000 in 74.86981 seconds - error: -8.369349e+00
2025-05-14 03:31:34,696 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 123/1000 in 74.93214 seconds - error: -8.431271e+00
2025-05-14 03:32:49,662 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 124/1000 in 74.96626 seconds - error: -8.453712e+00
2025-05-14 03:34:04,722 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 125/1000 in 75.05930 seconds - error: -8.492896e+00
2025-05-14 03:35:20,618 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 126/1000 in 75.89588 seconds - error: -8.480536e+00
2025-05-14 03:36:35,464 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 127/1000 in 74.84588 seconds - error: -8.458511e+00
2025-05-14 03:37:50,230 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 128/1000 in 74.76653 seconds - error: -8.485538e+00
2025-05-14 03:39:05,081 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 129/1000 in 74.85085 seconds - error: -8.505314e+00
2025-05-14 03:40:19,919 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 130/1000 in 74.83751 seconds - error: -8.535676e+00
2025-05-14 03:41:34,803 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 131/1000 in 74.88387 seconds - error: -8.562973e+00
2025-05-14 03:41:34,803 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 03:41:34,803 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 131 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-131.pklz
2025-05-14 03:42:36,458 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 60.18201 seconds
2025-05-14 03:42:36,459 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -8.607122e+00
2025-05-14 03:42:40,572 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.11330 seconds
2025-05-14 03:42:40,572 [INFO ] [learn_dirichlet_network.py:<module>:213]	 Found new best model with error -9.162338e+00 < prev best -9.114267e+00
2025-05-14 03:43:55,409 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 132/1000 in 74.83131 seconds - error: -8.530985e+00
2025-05-14 03:45:10,107 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 133/1000 in 74.69808 seconds - error: -8.573661e+00
2025-05-14 03:46:25,171 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 134/1000 in 75.06431 seconds - error: -8.567935e+00
2025-05-14 03:47:39,836 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 135/1000 in 74.66482 seconds - error: -8.605830e+00
2025-05-14 03:48:54,641 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 136/1000 in 74.80402 seconds - error: -8.631122e+00
2025-05-14 03:50:09,610 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 137/1000 in 74.96974 seconds - error: -8.652416e+00
2025-05-14 03:51:24,321 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 138/1000 in 74.71024 seconds - error: -8.674470e+00
2025-05-14 03:52:39,135 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 139/1000 in 74.81408 seconds - error: -8.684506e+00
2025-05-14 03:53:53,743 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 140/1000 in 74.60813 seconds - error: -8.683039e+00
2025-05-14 03:55:08,249 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 141/1000 in 74.50586 seconds - error: -8.731007e+00
2025-05-14 03:55:08,249 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 03:55:08,250 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 141 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-141.pklz
2025-05-14 03:56:06,170 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 56.45692 seconds
2025-05-14 03:56:06,170 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -8.824245e+00
2025-05-14 03:56:10,358 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.18768 seconds
2025-05-14 03:56:10,358 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -8.837521e+00 > prev best -9.162338e+00
2025-05-14 03:57:30,270 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 142/1000 in 79.91150 seconds - error: -8.755943e+00
2025-05-14 03:58:45,111 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 143/1000 in 74.84135 seconds - error: -8.775654e+00
2025-05-14 03:59:59,898 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 144/1000 in 74.78632 seconds - error: -8.822302e+00
2025-05-14 04:01:14,820 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 145/1000 in 74.92216 seconds - error: -8.835724e+00
2025-05-14 04:02:29,257 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 146/1000 in 74.43717 seconds - error: -8.820553e+00
2025-05-14 04:03:44,054 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 147/1000 in 74.79626 seconds - error: -8.907256e+00
2025-05-14 04:04:58,806 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 148/1000 in 74.75168 seconds - error: -8.897659e+00
2025-05-14 04:06:13,532 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 149/1000 in 74.72591 seconds - error: -8.951593e+00
2025-05-14 04:07:28,101 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 150/1000 in 74.56945 seconds - error: -8.940934e+00
2025-05-14 04:08:42,843 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 151/1000 in 74.74214 seconds - error: -8.982018e+00
2025-05-14 04:08:42,844 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 04:08:42,844 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 151 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-151.pklz
2025-05-14 04:09:41,262 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 56.95059 seconds
2025-05-14 04:09:41,262 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -9.065185e+00
2025-05-14 04:09:45,345 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.08275 seconds
2025-05-14 04:09:45,345 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -8.061321e+00 > prev best -9.162338e+00
2025-05-14 04:10:59,918 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 152/1000 in 74.57304 seconds - error: -8.960769e+00
2025-05-14 04:12:14,498 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 153/1000 in 74.57946 seconds - error: -9.007431e+00
2025-05-14 04:13:29,096 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 154/1000 in 74.59788 seconds - error: -9.047367e+00
2025-05-14 04:14:43,670 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 155/1000 in 74.57392 seconds - error: -9.053844e+00
2025-05-14 04:15:59,900 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 156/1000 in 76.22996 seconds - error: -9.040339e+00
2025-05-14 04:17:16,362 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 157/1000 in 76.46181 seconds - error: -9.077283e+00
2025-05-14 04:18:31,097 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 158/1000 in 74.73419 seconds - error: -9.104151e+00
2025-05-14 04:19:45,848 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 159/1000 in 74.75110 seconds - error: -9.102585e+00
2025-05-14 04:21:00,590 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 160/1000 in 74.74210 seconds - error: -9.142474e+00
2025-05-14 04:22:15,356 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 161/1000 in 74.76553 seconds - error: -9.158966e+00
2025-05-14 04:22:15,356 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 04:22:15,356 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 161 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-161.pklz
2025-05-14 04:23:13,849 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 57.03799 seconds
2025-05-14 04:23:13,850 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -9.193198e+00
2025-05-14 04:23:17,934 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.08442 seconds
2025-05-14 04:23:17,934 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -5.514706e+00 > prev best -9.162338e+00
2025-05-14 04:24:32,866 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 162/1000 in 74.93154 seconds - error: -9.117646e+00
2025-05-14 04:25:47,664 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 163/1000 in 74.79822 seconds - error: -9.173000e+00
2025-05-14 04:27:05,283 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 164/1000 in 77.61836 seconds - error: -9.184387e+00
2025-05-14 04:28:20,827 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 165/1000 in 75.54391 seconds - error: -9.177182e+00
2025-05-14 04:29:35,675 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 166/1000 in 74.84834 seconds - error: -9.197094e+00
2025-05-14 04:30:50,381 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 167/1000 in 74.70524 seconds - error: -9.184722e+00
2025-05-14 04:32:05,366 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 168/1000 in 74.98545 seconds - error: -9.260466e+00
2025-05-14 04:33:20,223 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 169/1000 in 74.85654 seconds - error: -9.243853e+00
2025-05-14 04:34:35,092 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 170/1000 in 74.86903 seconds - error: -9.261294e+00
2025-05-14 04:35:49,963 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 171/1000 in 74.87077 seconds - error: -9.281303e+00
2025-05-14 04:35:49,963 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 04:35:49,964 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 171 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-171.pklz
2025-05-14 04:36:46,243 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 54.81954 seconds
2025-05-14 04:36:46,243 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -9.283103e+00
2025-05-14 04:36:50,304 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.06108 seconds
2025-05-14 04:36:50,305 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -3.973632e+00 > prev best -9.162338e+00
2025-05-14 04:38:05,400 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 172/1000 in 75.09502 seconds - error: -9.279213e+00
2025-05-14 04:39:19,811 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 173/1000 in 74.41140 seconds - error: -9.138773e+00
2025-05-14 04:40:34,513 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 174/1000 in 74.70139 seconds - error: -9.320110e+00
2025-05-14 04:41:49,120 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 175/1000 in 74.60681 seconds - error: -9.299240e+00
2025-05-14 04:43:03,649 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 176/1000 in 74.52866 seconds - error: -9.348392e+00
2025-05-14 04:44:18,164 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 177/1000 in 74.51576 seconds - error: -9.347099e+00
2025-05-14 04:45:32,771 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 178/1000 in 74.60615 seconds - error: -9.308924e+00
2025-05-14 04:47:08,754 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 179/1000 in 95.98294 seconds - error: -9.385778e+00
2025-05-14 04:48:44,304 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 180/1000 in 95.54960 seconds - error: -9.365857e+00
2025-05-14 04:51:26,552 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 181/1000 in 162.24814 seconds - error: -9.373571e+00
2025-05-14 04:51:26,552 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 04:51:26,553 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 181 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-181.pklz
2025-05-14 04:52:27,287 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 59.21650 seconds
2025-05-14 04:52:27,287 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -9.451121e+00
2025-05-14 04:52:51,051 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 23.76393 seconds
2025-05-14 04:52:51,051 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -1.609752e+00 > prev best -9.162338e+00
2025-05-14 04:54:07,291 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 182/1000 in 76.23986 seconds - error: -9.365735e+00
2025-05-14 04:55:23,225 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 183/1000 in 75.93422 seconds - error: -9.377202e+00
2025-05-14 04:56:39,405 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 184/1000 in 76.17922 seconds - error: -9.387809e+00
2025-05-14 04:57:55,513 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 185/1000 in 76.10775 seconds - error: -9.388411e+00
2025-05-14 04:59:11,847 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 186/1000 in 76.33382 seconds - error: -9.408636e+00
2025-05-14 05:00:28,598 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 187/1000 in 76.75117 seconds - error: -9.392566e+00
2025-05-14 05:02:01,313 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 188/1000 in 92.71475 seconds - error: -9.419201e+00
2025-05-14 05:03:54,460 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 189/1000 in 113.14719 seconds - error: -9.430827e+00
2025-05-14 05:05:12,730 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 190/1000 in 78.26970 seconds - error: -9.414544e+00
2025-05-14 05:06:30,781 [INFO ] [learn_dirichlet_network.py:<module>:185]	 celeba iteration 191/1000 in 78.05114 seconds - error: -9.408561e+00
2025-05-14 05:06:30,781 [INFO ] [learn_dirichlet_network.py:<module>:190]	 Evaluating the model via validation data
2025-05-14 05:06:30,782 [INFO ] [learn_dirichlet_network.py:<module>:195]	 Saving model at iteration 191 to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153-191.pklz
2025-05-14 05:07:30,523 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 58.24281 seconds
2025-05-14 05:07:30,524 [INFO ] [learn_dirichlet_network.py:<module>:200]	 Training error in evaluate mode -9.450229e+00
2025-05-14 05:07:37,864 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 7.33990 seconds
2025-05-14 05:07:37,864 [INFO ] [learn_dirichlet_network.py:<module>:206]	 Worsening on valid -4.687459e+00 > prev best -9.162338e+00
2025-05-14 05:07:37,864 [INFO ] [learn_dirichlet_network.py:<module>:208]	 Exceeding patience 5, stopping training
2025-05-14 05:07:37,864 [INFO ] [learn_dirichlet_network.py:<module>:220]	 Network learning done in 15813.84064 secs
2025-05-14 05:07:37,886 [INFO ] [learn_dirichlet_network.py:<module>:229]	 Saving model to ./models/dirichlet-celeba/Eyeglasses/celeba-20250514-004153.pklz
2025-05-14 05:08:37,791 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 58.39075 seconds
2025-05-14 05:08:37,791 [INFO ] [learn_dirichlet_network.py:<module>:239]	 Loss for train is -8.6273775100708:
tensor([-8.6274])
2025-05-14 05:08:42,275 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 4.48350 seconds
2025-05-14 05:08:42,276 [INFO ] [learn_dirichlet_network.py:<module>:239]	 Loss for validate is -9.162338256835938:
tensor([-9.1623])
2025-05-14 05:09:02,076 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.80010 seconds
2025-05-14 05:09:02,076 [INFO ] [learn_dirichlet_network.py:<module>:239]	 Loss for test is -6.84224796295166:
tensor([-6.8422])
