2025-06-13 03:36:43,548 [INFO ] [logger.py:dumpArgs:73]	 Starting with arguments
{"name": "starcraft", "dataset": {"path": "../../datasets/starcraftimage", "image_format": "cifar10", "image_size": 224, "sensor_size": 56}, "output": "./models/dirichlet-starcraft-cifar10/", "seed": 1337, "verbose": 1, "cuda_index": 1, "masks": [], "drop": {"name": "block-dropout"}, "training_iterations": 1000, "batch_size": 50, "validate_every": 10, "patience": 5, "evaluate_training": false, "teacher": "./models/starcraft-cifar10/starcraft-20250515-150053.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}}
2025-06-13 03:36:43,548 [INFO ] [learn_dirichlet_network.py:<module>:74]	 Starting to train starcraft
2025-06-13 03:36:43,548 [INFO ] [loader.py:getDatasetSplits:24]	 Loading StarCraft dataset from ../../datasets/starcraftimage
2025-06-13 03:36:43,548 [INFO ] [starcraft.py:createStarCraftDataset:97]	 Using 10 StarCraft targets: ['Acolyte LE at Beginning', 'Acolyte LE at End', 'Abyssal Reef LE at Beginning', 'Abyssal Reef LE at End', 'Ascension to Aiur LE at Beginning', 'Ascension to Aiur LE at End', 'Mech Depot LE at Beginning', 'Mech Depot LE at End', 'Odyssey LE at Beginning', 'Odyssey LE at End']
2025-06-13 03:36:43,604 [INFO ] [baselines.py:getTransform:24]	 Resizing images from 32 to 224
2025-06-13 03:36:43,605 [INFO ] [baselines.py:getTransform:40]	 Applying 0.5 normalization
2025-06-13 03:36:44,594 [INFO ] [torch_utils.py:split:72]	 Split training from 50000 into 35000 training images and 15000 validation images. Found 10000 testing images.
2025-06-13 03:36:44,619 [INFO ] [util.py:selectDevice:88]	 Using cuda:1 for tensor calculations
2025-06-13 03:36:44,960 [INFO ] [learn_dirichlet_network.py:<module>:88]	 Constructing neural network
2025-06-13 03:36:44,960 [INFO ] [loader.py:_ensureNumClassesSet:22]	 Constructing ResNet Dirichlet with 10 targets
2025-06-13 03:36:44,960 [INFO ] [resnet.py:__init__:46]	 Creating new Resnet with pretrained weights
2025-06-13 03:36:45,100 [INFO ] [resnet.py:__init__:61]	 Replacing final layer in Resnet for 10 classes
2025-06-13 03:36:45,101 [INFO ] [resnet.py:_createResnetConv2dWithMissing:85]	 Copying original first layer weights for Resnet DMV
2025-06-13 03:36:45,313 [INFO ] [learn_dirichlet_network.py:<module>:114]	 Network has 11184778 parameters
2025-06-13 03:36:45,313 [INFO ] [util.py:getOptimizer:104]	 Adam optimizer configuration: {}
2025-06-13 03:36:45,313 [INFO ] [learn_dirichlet_network.py:<module>:144]	 Using randon dropping with arguments {'name': 'block-dropout'}
2025-06-13 03:37:09,285 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 23.97157 seconds
2025-06-13 03:37:09,285 [INFO ] [learn_dirichlet_network.py:<module>:171]	 Initial validation error 4.244014739990234
2025-06-13 03:37:09,285 [INFO ] [learn_dirichlet_network.py:<module>:174]	 Starting network learning
2025-06-13 03:38:16,241 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 1/1000 in 66.95070 seconds - error: -60.107396827425276
2025-06-13 03:38:16,242 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 03:38:16,242 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 1 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-1.pklz
2025-06-13 03:38:40,840 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 23.13070 seconds
2025-06-13 03:38:40,841 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -60.92608642578125 < prev best 4.244014739990234
2025-06-13 03:39:47,501 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 2/1000 in 66.65564 seconds - error: -61.520259132385256
2025-06-13 03:40:54,301 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 3/1000 in 66.79981 seconds - error: -61.7253071812221
2025-06-13 03:42:01,052 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 4/1000 in 66.75095 seconds - error: -62.05657136099679
2025-06-13 03:43:07,778 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 5/1000 in 66.72533 seconds - error: -62.1384549004691
2025-06-13 03:44:14,345 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 6/1000 in 66.56736 seconds - error: -62.32284744807652
2025-06-13 03:45:21,116 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 7/1000 in 66.77009 seconds - error: -62.39785915374756
2025-06-13 03:46:28,259 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 8/1000 in 67.14319 seconds - error: -62.56826422555106
2025-06-13 03:47:43,737 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 9/1000 in 75.47808 seconds - error: -62.606085989815845
2025-06-13 03:48:59,316 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 10/1000 in 75.57853 seconds - error: -62.771535922459194
2025-06-13 03:50:14,578 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 11/1000 in 75.26183 seconds - error: -62.745051433018276
2025-06-13 03:50:14,579 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 03:50:14,579 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 11 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-11.pklz
2025-06-13 03:50:43,098 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.93229 seconds
2025-06-13 03:50:43,098 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -62.713417053222656 < prev best -60.92608642578125
2025-06-13 03:51:58,971 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 12/1000 in 75.86668 seconds - error: -62.859862436567035
2025-06-13 03:53:14,239 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 13/1000 in 75.26762 seconds - error: -62.993844081333705
2025-06-13 03:54:29,714 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 14/1000 in 75.47532 seconds - error: -62.86206355503627
2025-06-13 03:55:44,570 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 15/1000 in 74.85546 seconds - error: -63.153889672415595
2025-06-13 03:56:59,894 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 16/1000 in 75.32332 seconds - error: -63.147047871180945
2025-06-13 03:58:15,499 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 17/1000 in 75.60476 seconds - error: -63.252831235613144
2025-06-13 03:59:30,851 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 18/1000 in 75.35185 seconds - error: -63.34867941175188
2025-06-13 04:00:46,088 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 19/1000 in 75.23739 seconds - error: -63.2991645867484
2025-06-13 04:02:02,134 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 20/1000 in 76.04540 seconds - error: -63.383799433026994
2025-06-13 04:03:17,566 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 21/1000 in 75.43188 seconds - error: -63.46558669498989
2025-06-13 04:03:17,566 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 04:03:17,566 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 21 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-21.pklz
2025-06-13 04:03:46,111 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.97648 seconds
2025-06-13 04:03:46,111 [INFO ] [learn_dirichlet_network.py:<module>:234]	 Found new best model with error -62.98757553100586 < prev best -62.713417053222656
2025-06-13 04:05:01,098 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 22/1000 in 74.98192 seconds - error: -63.01177500043597
2025-06-13 04:06:16,086 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 23/1000 in 74.98804 seconds - error: -63.48433536529541
2025-06-13 04:07:31,099 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 24/1000 in 75.01265 seconds - error: -63.45906286512103
2025-06-13 04:08:46,393 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 25/1000 in 75.29285 seconds - error: -63.62727172306606
2025-06-13 04:10:01,598 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 26/1000 in 75.20480 seconds - error: -63.685637043544226
2025-06-13 04:11:16,762 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 27/1000 in 75.16471 seconds - error: -63.7909549331665
2025-06-13 04:12:32,582 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 28/1000 in 75.81905 seconds - error: -63.72910089765276
2025-06-13 04:13:47,989 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 29/1000 in 75.40761 seconds - error: -63.81293290274484
2025-06-13 04:15:03,521 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 30/1000 in 75.53097 seconds - error: -63.85472729819161
2025-06-13 04:16:19,093 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 31/1000 in 75.57203 seconds - error: -63.90928163255964
2025-06-13 04:16:19,093 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 04:16:19,093 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 31 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-31.pklz
2025-06-13 04:16:51,806 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 31.14272 seconds
2025-06-13 04:16:51,806 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -62.88454818725586 > prev best -62.98757553100586
2025-06-13 04:18:07,922 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 32/1000 in 76.11584 seconds - error: -63.965263415745326
2025-06-13 04:19:23,730 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 33/1000 in 75.80755 seconds - error: -62.40306859697614
2025-06-13 04:20:39,261 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 34/1000 in 75.53090 seconds - error: -63.69301271711077
2025-06-13 04:21:54,866 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 35/1000 in 75.60445 seconds - error: -63.92405451638358
2025-06-13 04:23:11,306 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 36/1000 in 76.44020 seconds - error: -64.01745070866176
2025-06-13 04:24:26,612 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 37/1000 in 75.30543 seconds - error: -64.13557442256382
2025-06-13 04:25:42,314 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 38/1000 in 75.70141 seconds - error: -64.149619140625
2025-06-13 04:26:57,674 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 39/1000 in 75.36049 seconds - error: -64.16696445465088
2025-06-13 04:28:14,300 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 40/1000 in 76.62514 seconds - error: -64.2920571081979
2025-06-13 04:29:29,671 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 41/1000 in 75.37082 seconds - error: -64.31156202588762
2025-06-13 04:29:29,671 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 04:29:29,672 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 41 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-41.pklz
2025-06-13 04:29:58,287 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.04719 seconds
2025-06-13 04:29:58,287 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -62.662967681884766 > prev best -62.98757553100586
2025-06-13 04:31:13,403 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 42/1000 in 75.11583 seconds - error: -64.31240710122245
2025-06-13 04:32:28,825 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 43/1000 in 75.42149 seconds - error: -64.32153518676758
2025-06-13 04:33:44,366 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 44/1000 in 75.54131 seconds - error: -64.2721607208252
2025-06-13 04:34:59,882 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 45/1000 in 75.51570 seconds - error: -64.32418919154576
2025-06-13 04:36:15,071 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 46/1000 in 75.18832 seconds - error: -64.3494457081386
2025-06-13 04:37:30,771 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 47/1000 in 75.69980 seconds - error: -64.4300400543213
2025-06-13 04:38:46,222 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 48/1000 in 75.45121 seconds - error: -64.4444677897862
2025-06-13 04:40:01,773 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 49/1000 in 75.55097 seconds - error: -64.50654269082206
2025-06-13 04:41:17,539 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 50/1000 in 75.76612 seconds - error: -64.5633572769165
2025-06-13 04:42:33,469 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 51/1000 in 75.92916 seconds - error: -64.56858139038086
2025-06-13 04:42:33,469 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 04:42:33,469 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 51 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-51.pklz
2025-06-13 04:43:02,016 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.97841 seconds
2025-06-13 04:43:02,016 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -62.59368896484375 > prev best -62.98757553100586
2025-06-13 04:44:17,342 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 52/1000 in 75.32593 seconds - error: -64.56322019849505
2025-06-13 04:45:32,811 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 53/1000 in 75.46870 seconds - error: -64.66648357391358
2025-06-13 04:46:48,394 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 54/1000 in 75.58271 seconds - error: -64.50484209333148
2025-06-13 04:48:03,833 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 55/1000 in 75.43855 seconds - error: -64.7317196055821
2025-06-13 04:49:19,465 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 56/1000 in 75.63218 seconds - error: -64.79802283695766
2025-06-13 04:50:34,493 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 57/1000 in 75.02759 seconds - error: -64.76329884665353
2025-06-13 04:51:49,645 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 58/1000 in 75.15211 seconds - error: -64.81099916730608
2025-06-13 04:53:05,294 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 59/1000 in 75.64890 seconds - error: -64.86871635437012
2025-06-13 04:54:21,346 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 60/1000 in 76.05110 seconds - error: -64.89594485691616
2025-06-13 04:55:37,358 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 61/1000 in 76.01161 seconds - error: -64.98252331324986
2025-06-13 04:55:37,358 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 04:55:37,358 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 61 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-61.pklz
2025-06-13 04:56:05,855 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 26.91931 seconds
2025-06-13 04:56:05,855 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -61.95090866088867 > prev best -62.98757553100586
2025-06-13 04:57:21,930 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 62/1000 in 76.07427 seconds - error: -64.89125647953578
2025-06-13 04:58:37,626 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 63/1000 in 75.69597 seconds - error: -65.01871990748815
2025-06-13 04:59:53,011 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 64/1000 in 75.38538 seconds - error: -65.13855083465576
2025-06-13 05:01:08,405 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 65/1000 in 75.39343 seconds - error: -65.06387169974191
2025-06-13 05:02:23,898 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 66/1000 in 75.49313 seconds - error: -65.01264116014752
2025-06-13 05:03:39,656 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 67/1000 in 75.75715 seconds - error: -65.20100204467774
2025-06-13 05:04:55,242 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 68/1000 in 75.58647 seconds - error: -65.20585034506662
2025-06-13 05:06:11,035 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 69/1000 in 75.79209 seconds - error: -65.2760829271589
2025-06-13 05:07:26,779 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 70/1000 in 75.74365 seconds - error: -65.21333020346505
2025-06-13 05:08:42,119 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 71/1000 in 75.34021 seconds - error: -65.30912671225411
2025-06-13 05:08:42,119 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 05:08:42,120 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 71 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-71.pklz
2025-06-13 05:09:10,769 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 27.07125 seconds
2025-06-13 05:09:10,769 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -61.15388870239258 > prev best -62.98757553100586
2025-06-13 05:10:26,080 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 72/1000 in 75.31141 seconds - error: -65.39151681627546
2025-06-13 05:11:41,370 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 73/1000 in 75.28961 seconds - error: -65.40105675833566
2025-06-13 05:12:57,135 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 74/1000 in 75.76458 seconds - error: -65.36139489310128
2025-06-13 05:14:12,946 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 75/1000 in 75.81137 seconds - error: -65.48108289991106
2025-06-13 05:15:28,261 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 76/1000 in 75.31460 seconds - error: -65.53415505000523
2025-06-13 05:16:43,453 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 77/1000 in 75.19136 seconds - error: -65.54993276868548
2025-06-13 05:17:58,954 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 78/1000 in 75.50153 seconds - error: -65.55876836504255
2025-06-13 05:19:14,228 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 79/1000 in 75.27350 seconds - error: -63.88366309574672
2025-06-13 05:20:30,673 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 80/1000 in 76.44434 seconds - error: -64.57838671003068
2025-06-13 05:21:46,124 [INFO ] [learn_dirichlet_network.py:<module>:206]	 starcraft iteration 81/1000 in 75.45130 seconds - error: -65.36351306915283
2025-06-13 05:21:46,124 [INFO ] [learn_dirichlet_network.py:<module>:211]	 Evaluating the model via validation data
2025-06-13 05:21:46,125 [INFO ] [learn_dirichlet_network.py:<module>:216]	 Saving model at iteration 81 to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643-81.pklz
2025-06-13 05:22:15,830 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 28.12228 seconds
2025-06-13 05:22:15,830 [INFO ] [learn_dirichlet_network.py:<module>:227]	 Worsening on valid -61.122093200683594 > prev best -62.98757553100586
2025-06-13 05:22:15,830 [INFO ] [learn_dirichlet_network.py:<module>:229]	 Exceeding patience 5, stopping training
2025-06-13 05:22:15,831 [INFO ] [learn_dirichlet_network.py:<module>:245]	 Network learning done in 6306.54503 secs
2025-06-13 05:22:15,850 [INFO ] [learn_dirichlet_network.py:<module>:254]	 Saving model to ./models/dirichlet-starcraft-cifar10/starcraft-20250613-033643.pklz
2025-06-13 05:23:23,000 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 65.55912 seconds
2025-06-13 05:23:23,000 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for train is -63.61835861206055:
tensor([-63.6184])
2025-06-13 05:23:51,268 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 28.26726 seconds
2025-06-13 05:23:51,268 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for validate is -62.91267013549805:
tensor([-62.9127])
2025-06-13 05:24:09,862 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 18.59373 seconds
2025-06-13 05:24:09,862 [INFO ] [learn_dirichlet_network.py:<module>:267]	 Loss for test is -63.09618377685547:
tensor([-63.0962])
