2025-05-15 15:00:53,203 [INFO ] [logger.py:dumpArgs:73]	 Starting with arguments
{"name": "starcraft", "dataset": {"path": "../../datasets/starcraftimage", "image_format": "cifar10", "image_size": 224}, "output": "./models/starcraft-cifar10/", "seed": 1337, "verbose": 1, "cuda_index": 0, "training_iterations": 1000, "batch_size": 50, "validate_every": 10, "patience": 5, "classification": false, "evaluate_training": false, "loss": "CrossEntropy", "optimizer": {"name": "sgd", "lr": 0.1, "weight_decay": 0.0001, "momentum": 0.9}, "input": null, "architecture": {"name": "resnet", "activation": "identity"}, "layers": []}
2025-05-15 15:00:53,203 [INFO ] [learn_neural_network.py:<module>:62]	 Starting to train starcraft
2025-05-15 15:00:53,203 [INFO ] [loader.py:getDatasetSplits:23]	 Loading StarCraft dataset from ../../datasets/starcraftimage
2025-05-15 15:00:53,204 [INFO ] [starcraft.py:createStarCraftDataset:98]	 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']
2025-05-15 15:00:53,238 [INFO ] [baselines.py:getTransform:64]	 Resizing images from 32 to 224
2025-05-15 15:00:53,239 [INFO ] [baselines.py:getTransform:79]	 Applying 0.5 normalization
2025-05-15 15:00:54,303 [INFO ] [baselines.py:splitTrainingValidation:49]	 Split training from 50000 into 35000 training images and 15000 validation images. Found 10000 testing images.
2025-05-15 15:00:54,303 [INFO ] [learn_neural_network.py:<module>:73]	 Constructing neural network
2025-05-15 15:00:54,303 [INFO ] [loader.py:_ensureNumClassesSet:22]	 Constructing ResNet with 10 targets
2025-05-15 15:00:54,472 [INFO ] [learn_neural_network.py:<module>:86]	 Network has 11181642 parameters
2025-05-15 15:00:54,472 [INFO ] [util.py:getOptimizer:106]	 SGD optimizer configuration: {'lr': 0.1, 'weight_decay': 0.0001, 'momentum': 0.9}
2025-05-15 15:00:54,499 [INFO ] [util.py:selectDevice:87]	 Using cuda:0 for tensor calculations
2025-05-15 15:01:13,326 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 18.62627 seconds
2025-05-15 15:01:13,326 [INFO ] [learn_neural_network.py:<module>:110]	 Initial validation error 2.444958e+00
2025-05-15 15:01:13,326 [INFO ] [learn_neural_network.py:<module>:113]	 Starting network learning
2025-05-15 15:02:19,168 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 1/1000 in 65.83587 seconds - error: 1.614434e+00
2025-05-15 15:02:19,168 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:02:19,168 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 1 to ./models/starcraft-cifar10/starcraft-20250515-150053-1.pklz
2025-05-15 15:02:39,942 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.20049 seconds
2025-05-15 15:02:39,942 [INFO ] [learn_neural_network.py:<module>:168]	 Found new best model with error 5.431382e-01 < prev best 2.444958e+00
2025-05-15 15:03:46,933 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 2/1000 in 66.98486 seconds - error: 4.862855e-01
2025-05-15 15:04:54,199 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 3/1000 in 67.26657 seconds - error: 4.663983e-01
2025-05-15 15:06:00,385 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 4/1000 in 66.18505 seconds - error: 4.532010e-01
2025-05-15 15:07:05,946 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 5/1000 in 65.56100 seconds - error: 4.466725e-01
2025-05-15 15:08:11,468 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 6/1000 in 65.52251 seconds - error: 4.387506e-01
2025-05-15 15:09:16,967 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 7/1000 in 65.49875 seconds - error: 4.338796e-01
2025-05-15 15:10:22,775 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 8/1000 in 65.80760 seconds - error: 4.320008e-01
2025-05-15 15:11:28,048 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 9/1000 in 65.27263 seconds - error: 4.218577e-01
2025-05-15 15:12:34,114 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 10/1000 in 66.06614 seconds - error: 4.229572e-01
2025-05-15 15:13:40,043 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 11/1000 in 65.92872 seconds - error: 4.167016e-01
2025-05-15 15:13:40,043 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:13:40,044 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 11 to ./models/starcraft-cifar10/starcraft-20250515-150053-11.pklz
2025-05-15 15:14:00,944 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.29692 seconds
2025-05-15 15:14:00,944 [INFO ] [learn_neural_network.py:<module>:168]	 Found new best model with error 4.705116e-01 < prev best 5.431382e-01
2025-05-15 15:15:07,198 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 12/1000 in 66.24861 seconds - error: 4.121812e-01
2025-05-15 15:16:12,855 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 13/1000 in 65.65677 seconds - error: 4.058364e-01
2025-05-15 15:17:18,705 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 14/1000 in 65.84982 seconds - error: 4.080432e-01
2025-05-15 15:18:24,580 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 15/1000 in 65.87442 seconds - error: 4.010380e-01
2025-05-15 15:19:30,161 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 16/1000 in 65.58167 seconds - error: 3.973261e-01
2025-05-15 15:20:36,331 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 17/1000 in 66.16968 seconds - error: 3.928867e-01
2025-05-15 15:21:42,263 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 18/1000 in 65.93117 seconds - error: 3.903966e-01
2025-05-15 15:22:47,935 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 19/1000 in 65.67266 seconds - error: 3.843168e-01
2025-05-15 15:23:53,701 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 20/1000 in 65.76545 seconds - error: 3.816835e-01
2025-05-15 15:24:59,339 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 21/1000 in 65.63793 seconds - error: 3.767944e-01
2025-05-15 15:24:59,339 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:24:59,340 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 21 to ./models/starcraft-cifar10/starcraft-20250515-150053-21.pklz
2025-05-15 15:25:20,231 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.31444 seconds
2025-05-15 15:25:20,231 [INFO ] [learn_neural_network.py:<module>:168]	 Found new best model with error 4.680444e-01 < prev best 4.705116e-01
2025-05-15 15:26:26,837 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 22/1000 in 66.60068 seconds - error: 3.723986e-01
2025-05-15 15:27:32,524 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 23/1000 in 65.68619 seconds - error: 3.645738e-01
2025-05-15 15:28:38,103 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 24/1000 in 65.57953 seconds - error: 3.574250e-01
2025-05-15 15:29:43,886 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 25/1000 in 65.78268 seconds - error: 3.528523e-01
2025-05-15 15:30:49,646 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 26/1000 in 65.75931 seconds - error: 3.406015e-01
2025-05-15 15:31:56,444 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 27/1000 in 66.79801 seconds - error: 3.341164e-01
2025-05-15 15:33:01,987 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 28/1000 in 65.54328 seconds - error: 3.204335e-01
2025-05-15 15:34:07,658 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 29/1000 in 65.67023 seconds - error: 3.152479e-01
2025-05-15 15:35:12,851 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 30/1000 in 65.19262 seconds - error: 3.017407e-01
2025-05-15 15:36:18,714 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 31/1000 in 65.86274 seconds - error: 2.906731e-01
2025-05-15 15:36:18,714 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:36:18,714 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 31 to ./models/starcraft-cifar10/starcraft-20250515-150053-31.pklz
2025-05-15 15:36:39,402 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.15262 seconds
2025-05-15 15:36:39,403 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 5.441017e-01 > prev best 4.680444e-01
2025-05-15 15:37:45,359 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 32/1000 in 65.95649 seconds - error: 2.805542e-01
2025-05-15 15:38:51,232 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 33/1000 in 65.87320 seconds - error: 2.630393e-01
2025-05-15 15:39:57,439 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 34/1000 in 66.20679 seconds - error: 2.574915e-01
2025-05-15 15:41:02,848 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 35/1000 in 65.40828 seconds - error: 2.389628e-01
2025-05-15 15:42:08,273 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 36/1000 in 65.42522 seconds - error: 2.255844e-01
2025-05-15 15:43:14,001 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 37/1000 in 65.72764 seconds - error: 2.165311e-01
2025-05-15 15:44:19,688 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 38/1000 in 65.68707 seconds - error: 2.023954e-01
2025-05-15 15:45:25,977 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 39/1000 in 66.28839 seconds - error: 1.976834e-01
2025-05-15 15:46:31,695 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 40/1000 in 65.71791 seconds - error: 1.824470e-01
2025-05-15 15:47:37,320 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 41/1000 in 65.62437 seconds - error: 1.778488e-01
2025-05-15 15:47:37,320 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:47:37,320 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 41 to ./models/starcraft-cifar10/starcraft-20250515-150053-41.pklz
2025-05-15 15:47:58,206 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.36992 seconds
2025-05-15 15:47:58,207 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 7.578120e-01 > prev best 4.680444e-01
2025-05-15 15:49:04,605 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 42/1000 in 66.39797 seconds - error: 1.663533e-01
2025-05-15 15:50:10,883 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 43/1000 in 66.27805 seconds - error: 1.575111e-01
2025-05-15 15:51:16,266 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 44/1000 in 65.38260 seconds - error: 1.531874e-01
2025-05-15 15:52:21,631 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 45/1000 in 65.36516 seconds - error: 1.485498e-01
2025-05-15 15:53:28,136 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 46/1000 in 66.50470 seconds - error: 1.427343e-01
2025-05-15 15:54:34,028 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 47/1000 in 65.89210 seconds - error: 1.416106e-01
2025-05-15 15:55:39,904 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 48/1000 in 65.87546 seconds - error: 1.351707e-01
2025-05-15 15:56:46,063 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 49/1000 in 66.15883 seconds - error: 1.292785e-01
2025-05-15 15:57:51,546 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 50/1000 in 65.48288 seconds - error: 1.231801e-01
2025-05-15 15:58:56,898 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 51/1000 in 65.35219 seconds - error: 1.256963e-01
2025-05-15 15:58:56,898 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 15:58:56,899 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 51 to ./models/starcraft-cifar10/starcraft-20250515-150053-51.pklz
2025-05-15 15:59:17,533 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.13260 seconds
2025-05-15 15:59:17,533 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 7.774097e-01 > prev best 4.680444e-01
2025-05-15 16:00:23,359 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 52/1000 in 65.82513 seconds - error: 1.141075e-01
2025-05-15 16:01:29,143 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 53/1000 in 65.78401 seconds - error: 1.170802e-01
2025-05-15 16:02:34,748 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 54/1000 in 65.60512 seconds - error: 1.147003e-01
2025-05-15 16:03:40,261 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 55/1000 in 65.51316 seconds - error: 1.153693e-01
2025-05-15 16:04:45,759 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 56/1000 in 65.49718 seconds - error: 1.122518e-01
2025-05-15 16:05:51,504 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 57/1000 in 65.74470 seconds - error: 1.095186e-01
2025-05-15 16:06:57,211 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 58/1000 in 65.70705 seconds - error: 1.047177e-01
2025-05-15 16:08:03,684 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 59/1000 in 66.47273 seconds - error: 1.133412e-01
2025-05-15 16:09:08,650 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 60/1000 in 64.96583 seconds - error: 1.021132e-01
2025-05-15 16:10:14,032 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 61/1000 in 65.38187 seconds - error: 1.061215e-01
2025-05-15 16:10:14,032 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 16:10:14,033 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 61 to ./models/starcraft-cifar10/starcraft-20250515-150053-61.pklz
2025-05-15 16:10:34,789 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.28549 seconds
2025-05-15 16:10:34,789 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 8.428045e-01 > prev best 4.680444e-01
2025-05-15 16:11:40,569 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 62/1000 in 65.77962 seconds - error: 1.032552e-01
2025-05-15 16:12:47,124 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 63/1000 in 66.55479 seconds - error: 1.028308e-01
2025-05-15 16:13:53,075 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 64/1000 in 65.95101 seconds - error: 1.004971e-01
2025-05-15 16:14:58,727 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 65/1000 in 65.65187 seconds - error: 1.021769e-01
2025-05-15 16:16:04,403 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 66/1000 in 65.67587 seconds - error: 9.890544e-02
2025-05-15 16:17:09,961 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 67/1000 in 65.55735 seconds - error: 9.769032e-02
2025-05-15 16:18:16,000 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 68/1000 in 66.03955 seconds - error: 9.789570e-02
2025-05-15 16:19:21,510 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 69/1000 in 65.50912 seconds - error: 1.029204e-01
2025-05-15 16:20:27,011 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 70/1000 in 65.50135 seconds - error: 9.356585e-02
2025-05-15 16:21:32,894 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 71/1000 in 65.88284 seconds - error: 9.503483e-02
2025-05-15 16:21:32,894 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 16:21:32,895 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 71 to ./models/starcraft-cifar10/starcraft-20250515-150053-71.pklz
2025-05-15 16:21:53,558 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 19.20500 seconds
2025-05-15 16:21:53,558 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 9.214020e-01 > prev best 4.680444e-01
2025-05-15 16:23:03,263 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 72/1000 in 69.70515 seconds - error: 9.853521e-02
2025-05-15 16:24:06,401 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 73/1000 in 63.13711 seconds - error: 9.701628e-02
2025-05-15 16:25:04,772 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 74/1000 in 58.37104 seconds - error: 9.657747e-02
2025-05-15 16:26:03,052 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 75/1000 in 58.28031 seconds - error: 9.614354e-02
2025-05-15 16:27:01,419 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 76/1000 in 58.36628 seconds - error: 9.292624e-02
2025-05-15 16:27:59,782 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 77/1000 in 58.36268 seconds - error: 9.292781e-02
2025-05-15 16:28:57,994 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 78/1000 in 58.21256 seconds - error: 9.087270e-02
2025-05-15 16:29:56,187 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 79/1000 in 58.19246 seconds - error: 9.121315e-02
2025-05-15 16:30:53,968 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 80/1000 in 57.78077 seconds - error: 9.278107e-02
2025-05-15 16:31:51,703 [INFO ] [learn_neural_network.py:<module>:140]	 starcraft iteration 81/1000 in 57.73459 seconds - error: 8.591264e-02
2025-05-15 16:31:51,703 [INFO ] [learn_neural_network.py:<module>:145]	 Evaluating the model via validation data
2025-05-15 16:31:51,703 [INFO ] [learn_neural_network.py:<module>:150]	 Saving model at iteration 81 to ./models/starcraft-cifar10/starcraft-20250515-150053-81.pklz
2025-05-15 16:32:08,035 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 14.92126 seconds
2025-05-15 16:32:08,035 [INFO ] [learn_neural_network.py:<module>:161]	 Worsening on valid 8.077841e-01 > prev best 4.680444e-01
2025-05-15 16:32:08,035 [INFO ] [learn_neural_network.py:<module>:163]	 Exceeding patience 5, stopping training
2025-05-15 16:32:08,035 [INFO ] [learn_neural_network.py:<module>:175]	 Network learning done in 5454.70889 secs
2025-05-15 16:32:08,050 [INFO ] [learn_neural_network.py:<module>:199]	 Saving model to ./models/starcraft-cifar10/starcraft-20250515-150053.pklz
2025-05-15 16:32:45,094 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 35.55251 seconds
2025-05-15 16:32:45,095 [INFO ] [regressor.py:evaluateDataLoaders:119]	 MSE for train is 0.3754362165927887:
tensor([0.3754])
2025-05-15 16:33:00,180 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 15.08518 seconds
2025-05-15 16:33:00,181 [INFO ] [regressor.py:evaluateDataLoaders:119]	 MSE for validate is 0.4680444002151489:
tensor([0.4680])
2025-05-15 16:33:10,204 [INFO ] [regressor.py:evaluateData:67]	 Evaluated regressor with data loader in 10.02311 seconds
2025-05-15 16:33:10,204 [INFO ] [regressor.py:evaluateDataLoaders:119]	 MSE for test is 0.47377896308898926:
tensor([0.4738])
