Task 3047312
| Name | rand_automata_0025-1606118100-26127-1_0 |
| Workunit | 1380931 |
| Created | 24 Nov 2020, 1:10:02 UTC |
| Sent | 24 Nov 2020, 3:24:05 UTC |
| Report deadline | 1 Dec 2020, 3:24:05 UTC |
| Received | 24 Nov 2020, 18:40:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 15 min 43 sec |
| CPU time | 15 min 40 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.19 GB |
| Peak swap size | 10.02 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c -a LSTM --lr 0.001 -w 64 -b 2 -s 32 --maxepoch 192 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1650 SUPER) [2020-11-24 12:39:07 main:442] : INFO : Set logging level to 1 [2020-11-24 12:39:07 main:448] : INFO : Running in BOINC Client mode [2020-11-24 12:39:07 main:451] : INFO : Resolving all filenames [2020-11-24 12:39:07 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 (exists = 1) [2020-11-24 12:39:07 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1606118100-26127-1_0_r1402037667_1 (exists = 0) [2020-11-24 12:39:07 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1606118100-26127-1_0_r1402037667_0 (exists = 0) [2020-11-24 12:39:07 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-1606118100-26127-1 (exists = 1) [2020-11-24 12:39:07 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 12:39:07 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 [2020-11-24 12:39:07 main:481] : INFO : Configuration: [2020-11-24 12:39:07 main:482] : INFO : Model type: LSTM [2020-11-24 12:39:07 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 12:39:07 main:484] : INFO : Max Epochs: 192 [2020-11-24 12:39:07 main:485] : INFO : Batch Size: 32 [2020-11-24 12:39:07 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 12:39:07 main:487] : INFO : Patience: 10 [2020-11-24 12:39:07 main:488] : INFO : Hidden Width: 64 [2020-11-24 12:39:07 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 12:39:07 main:490] : INFO : # Backend Layers: 2 [2020-11-24 12:39:07 main:491] : INFO : # Threads: 1 [2020-11-24 12:39:07 main:493] : INFO : Preparing Dataset [2020-11-24 12:39:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-24 12:39:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-24 12:39:09 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 12:39:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-24 12:39:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0025-train-val-dataset.hdf5 into memory [2020-11-24 12:39:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 12:39:09 main:501] : INFO : Creating Model [2020-11-24 12:39:09 main:514] : INFO : Preparing config file [2020-11-24 12:39:09 main:526] : INFO : Creating new config file [2020-11-24 12:39:09 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 12:39:09 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 12:39:09 main:569] : INFO : Starting Training [2020-11-24 12:39:15 main:581] : INFO : Epoch 1 | loss: 0.000168318 | val_loss: 0.000151508 | Time: 5753.31 ms [2020-11-24 12:39:20 main:581] : INFO : Epoch 2 | loss: 0.000143179 | val_loss: 0.000153051 | Time: 5291.51 ms [2020-11-24 12:39:26 main:581] : INFO : Epoch 3 | loss: 0.000143351 | val_loss: 0.000151428 | Time: 5079.95 ms [2020-11-24 12:39:30 main:581] : INFO : Epoch 4 | loss: 0.000142849 | val_loss: 0.000152366 | Time: 4831.53 ms [2020-11-24 12:39:35 main:581] : INFO : Epoch 5 | loss: 0.000141832 | val_loss: 0.000149388 | Time: 4830.58 ms [2020-11-24 12:39:40 main:581] : INFO : Epoch 6 | loss: 0.000140523 | val_loss: 0.000148403 | Time: 4802.36 ms [2020-11-24 12:39:45 main:581] : INFO : Epoch 7 | loss: 0.000139802 | val_loss: 0.000148027 | Time: 4831.4 ms [2020-11-24 12:39:50 main:581] : INFO : Epoch 8 | loss: 0.000138091 | val_loss: 0.000145616 | Time: 4800.19 ms [2020-11-24 12:39:54 main:581] : INFO : Epoch 9 | loss: 0.000137276 | val_loss: 0.000145232 | Time: 4643.38 ms [2020-11-24 12:39:59 main:581] : INFO : Epoch 10 | loss: 0.00013575 | val_loss: 0.000143151 | Time: 4825.16 ms [2020-11-24 12:40:04 main:581] : INFO : Epoch 11 | loss: 0.000134509 | val_loss: 0.000144973 | Time: 4870.91 ms [2020-11-24 12:40:09 main:581] : INFO : Epoch 12 | loss: 0.000133447 | val_loss: 0.000142049 | Time: 4848.9 ms [2020-11-24 12:40:14 main:581] : INFO : Epoch 13 | loss: 0.000132284 | val_loss: 0.000138877 | Time: 4834.35 ms [2020-11-24 12:40:18 main:581] : INFO : Epoch 14 | loss: 0.000131157 | val_loss: 0.000139159 | Time: 4802.63 ms [2020-11-24 12:40:23 main:581] : INFO : Epoch 15 | loss: 0.00012987 | val_loss: 0.000136055 | Time: 4813.51 ms [2020-11-24 12:40:28 main:581] : INFO : Epoch 16 | loss: 0.000128037 | val_loss: 0.000134788 | Time: 4855.74 ms [2020-11-24 12:40:33 main:581] : INFO : Epoch 17 | loss: 0.000127737 | val_loss: 0.000134446 | Time: 4835.57 ms [2020-11-24 12:40:38 main:581] : INFO : Epoch 18 | loss: 0.000126222 | val_loss: 0.000134202 | Time: 4819.87 ms [2020-11-24 12:40:43 main:581] : INFO : Epoch 19 | loss: 0.000125038 | val_loss: 0.000132864 | Time: 4872.21 ms [2020-11-24 12:40:48 main:581] : INFO : Epoch 20 | loss: 0.000123808 | val_loss: 0.00013264 | Time: 4903.79 ms [2020-11-24 12:40:52 main:581] : INFO : Epoch 21 | loss: 0.000123391 | val_loss: 0.000129789 | Time: 4898.17 ms [2020-11-24 12:40:57 main:581] : INFO : Epoch 22 | loss: 0.000121884 | val_loss: 0.000129527 | Time: 4861.57 ms [2020-11-24 12:41:02 main:581] : INFO : Epoch 23 | loss: 0.000121023 | val_loss: 0.000126608 | Time: 4834.13 ms [2020-11-24 12:41:07 main:581] : INFO : Epoch 24 | loss: 0.000119962 | val_loss: 0.000127121 | Time: 4829.69 ms [2020-11-24 12:41:12 main:581] : INFO : Epoch 25 | loss: 0.000119129 | val_loss: 0.000126544 | Time: 4874.05 ms [2020-11-24 12:41:17 main:581] : INFO : Epoch 26 | loss: 0.000117677 | val_loss: 0.000124518 | Time: 4875.12 ms [2020-11-24 12:41:22 main:581] : INFO : Epoch 27 | loss: 0.000116838 | val_loss: 0.000123356 | Time: 4849.12 ms [2020-11-24 12:41:26 main:581] : INFO : Epoch 28 | loss: 0.000115696 | val_loss: 0.000123129 | Time: 4850.44 ms [2020-11-24 12:41:31 main:581] : INFO : Epoch 29 | loss: 0.000115198 | val_loss: 0.000122235 | Time: 4826.9 ms [2020-11-24 12:41:36 main:581] : INFO : Epoch 30 | loss: 0.000114565 | val_loss: 0.000122735 | Time: 4843.26 ms [2020-11-24 12:41:41 main:581] : INFO : Epoch 31 | loss: 0.000113239 | val_loss: 0.000120144 | Time: 4876.37 ms [2020-11-24 12:41:46 main:581] : INFO : Epoch 32 | loss: 0.000112945 | val_loss: 0.000118645 | Time: 4844.92 ms [2020-11-24 12:41:51 main:581] : INFO : Epoch 33 | loss: 0.000111441 | val_loss: 0.000118518 | Time: 4983.68 ms [2020-11-24 12:41:56 main:581] : INFO : Epoch 34 | loss: 0.000110616 | val_loss: 0.000116728 | Time: 4889.71 ms [2020-11-24 12:42:01 main:581] : INFO : Epoch 35 | loss: 0.000109493 | val_loss: 0.000115149 | Time: 4834.04 ms [2020-11-24 12:42:05 main:581] : INFO : Epoch 36 | loss: 0.000108916 | val_loss: 0.000115861 | Time: 4819.6 ms [2020-11-24 12:42:10 main:581] : INFO : Epoch 37 | loss: 0.0001082 | val_loss: 0.000114554 | Time: 4875.15 ms [2020-11-24 12:42:15 main:581] : INFO : Epoch 38 | loss: 0.000107381 | val_loss: 0.000112887 | Time: 4878.96 ms [2020-11-24 12:42:20 main:581] : INFO : Epoch 39 | loss: 0.000106588 | val_loss: 0.000112631 | Time: 4835.39 ms [2020-11-24 12:42:25 main:581] : INFO : Epoch 40 | loss: 0.0001059 | val_loss: 0.000112869 | Time: 4829.05 ms [2020-11-24 12:42:30 main:581] : INFO : Epoch 41 | loss: 0.000105092 | val_loss: 0.000110983 | Time: 4852.64 ms [2020-11-24 12:42:35 main:581] : INFO : Epoch 42 | loss: 0.000104338 | val_loss: 0.000111888 | Time: 4873.1 ms [2020-11-24 12:42:39 main:581] : INFO : Epoch 43 | loss: 0.000103169 | val_loss: 0.000109742 | Time: 4864.16 ms [2020-11-24 12:42:44 main:581] : INFO : Epoch 44 | loss: 0.000102573 | val_loss: 0.000109044 | Time: 4923.31 ms [2020-11-24 12:42:49 main:581] : INFO : Epoch 45 | loss: 0.00010215 | val_loss: 0.000108523 | Time: 5007.92 ms [2020-11-24 12:42:54 main:581] : INFO : Epoch 46 | loss: 0.000101199 | val_loss: 0.00010728 | Time: 4978.3 ms [2020-11-24 12:43:00 main:581] : INFO : Epoch 47 | loss: 0.000100577 | val_loss: 0.000108193 | Time: 5320.67 ms [2020-11-24 12:43:04 main:581] : INFO : Epoch 48 | loss: 9.96834e-05 | val_loss: 0.000107239 | Time: 4847.61 ms [2020-11-24 12:43:09 main:581] : INFO : Epoch 49 | loss: 9.96782e-05 | val_loss: 0.000105662 | Time: 4909.37 ms [2020-11-24 12:43:14 main:581] : INFO : Epoch 50 | loss: 9.83609e-05 | val_loss: 0.000104472 | Time: 4908.54 ms [2020-11-24 12:43:19 main:581] : INFO : Epoch 51 | loss: 9.74008e-05 | val_loss: 0.000104296 | Time: 4882.25 ms [2020-11-24 12:43:24 main:581] : INFO : Epoch 52 | loss: 9.74236e-05 | val_loss: 0.000102983 | Time: 4842.03 ms [2020-11-24 12:43:29 main:581] : INFO : Epoch 53 | loss: 9.62882e-05 | val_loss: 0.000103959 | Time: 4854.4 ms [2020-11-24 12:43:34 main:581] : INFO : Epoch 54 | loss: 9.6021e-05 | val_loss: 0.000102978 | Time: 4888.6 ms [2020-11-24 12:43:39 main:581] : INFO : Epoch 55 | loss: 9.53805e-05 | val_loss: 0.000101799 | Time: 4895.21 ms [2020-11-24 12:43:44 main:581] : INFO : Epoch 56 | loss: 9.46899e-05 | val_loss: 0.000102144 | Time: 4863.52 ms [2020-11-24 12:43:48 main:581] : INFO : Epoch 57 | loss: 9.40698e-05 | val_loss: 9.9478e-05 | Time: 4838.91 ms [2020-11-24 12:43:53 main:581] : INFO : Epoch 58 | loss: 9.33888e-05 | val_loss: 0.00010078 | Time: 4838.39 ms [2020-11-24 12:43:58 main:581] : INFO : Epoch 59 | loss: 9.324e-05 | val_loss: 9.92415e-05 | Time: 4900.58 ms [2020-11-24 12:44:03 main:581] : INFO : Epoch 60 | loss: 9.20046e-05 | val_loss: 9.87464e-05 | Time: 4898.77 ms [2020-11-24 12:44:08 main:581] : INFO : Epoch 61 | loss: 9.15448e-05 | val_loss: 9.73489e-05 | Time: 4897.76 ms [2020-11-24 12:44:13 main:581] : INFO : Epoch 62 | loss: 9.1149e-05 | val_loss: 9.66957e-05 | Time: 4892.31 ms [2020-11-24 12:44:18 main:581] : INFO : Epoch 63 | loss: 9.05152e-05 | val_loss: 9.75497e-05 | Time: 4898.34 ms [2020-11-24 12:44:23 main:581] : INFO : Epoch 64 | loss: 9.01527e-05 | val_loss: 9.58205e-05 | Time: 4907.99 ms [2020-11-24 12:44:28 main:581] : INFO : Epoch 65 | loss: 8.90323e-05 | val_loss: 9.52763e-05 | Time: 4906.62 ms [2020-11-24 12:44:32 main:581] : INFO : Epoch 66 | loss: 8.88224e-05 | val_loss: 9.41504e-05 | Time: 4893.49 ms [2020-11-24 12:44:38 main:581] : INFO : Epoch 67 | loss: 8.82877e-05 | val_loss: 9.44969e-05 | Time: 5292.53 ms [2020-11-24 12:44:43 main:581] : INFO : Epoch 68 | loss: 8.79283e-05 | val_loss: 9.35968e-05 | Time: 5178.01 ms [2020-11-24 12:44:48 main:581] : INFO : Epoch 69 | loss: 8.74158e-05 | val_loss: 9.41038e-05 | Time: 4893.54 ms [2020-11-24 12:44:53 main:581] : INFO : Epoch 70 | loss: 8.71225e-05 | val_loss: 9.25716e-05 | Time: 4892.42 ms [2020-11-24 12:44:58 main:581] : INFO : Epoch 71 | loss: 8.58841e-05 | val_loss: 9.33537e-05 | Time: 4846.34 ms [2020-11-24 12:45:02 main:581] : INFO : Epoch 72 | loss: 8.5615e-05 | val_loss: 9.17247e-05 | Time: 4881.63 ms [2020-11-24 12:45:07 main:581] : INFO : Epoch 73 | loss: 8.49885e-05 | val_loss: 9.18544e-05 | Time: 4867.34 ms [2020-11-24 12:45:12 main:581] : INFO : Epoch 74 | loss: 8.4777e-05 | val_loss: 9.1882e-05 | Time: 4809.43 ms [2020-11-24 12:45:17 main:581] : INFO : Epoch 75 | loss: 8.39587e-05 | val_loss: 9.04997e-05 | Time: 4858.12 ms [2020-11-24 12:45:22 main:581] : INFO : Epoch 76 | loss: 8.38413e-05 | val_loss: 8.95918e-05 | Time: 4823.05 ms [2020-11-24 12:45:27 main:581] : INFO : Epoch 77 | loss: 8.31537e-05 | val_loss: 9.05864e-05 | Time: 4841.63 ms [2020-11-24 12:45:31 main:581] : INFO : Epoch 78 | loss: 8.26496e-05 | val_loss: 8.86913e-05 | Time: 4835.09 ms [2020-11-24 12:45:36 main:581] : INFO : Epoch 79 | loss: 8.23448e-05 | val_loss: 8.77364e-05 | Time: 4898.82 ms [2020-11-24 12:45:41 main:581] : INFO : Epoch 80 | loss: 8.16334e-05 | val_loss: 8.72206e-05 | Time: 4790.32 ms [2020-11-24 12:45:46 main:581] : INFO : Epoch 81 | loss: 8.10995e-05 | val_loss: 8.81666e-05 | Time: 4826.96 ms [2020-11-24 12:45:51 main:581] : INFO : Epoch 82 | loss: 8.11587e-05 | val_loss: 8.76319e-05 | Time: 4826.24 ms [2020-11-24 12:45:56 main:581] : INFO : Epoch 83 | loss: 8.0557e-05 | val_loss: 8.66951e-05 | Time: 4837.49 ms [2020-11-24 12:46:00 main:581] : INFO : Epoch 84 | loss: 7.98096e-05 | val_loss: 8.54077e-05 | Time: 4831.6 ms [2020-11-24 12:46:05 main:581] : INFO : Epoch 85 | loss: 7.93382e-05 | val_loss: 8.6293e-05 | Time: 4826.27 ms [2020-11-24 12:46:10 main:581] : INFO : Epoch 86 | loss: 7.90663e-05 | val_loss: 8.50619e-05 | Time: 4839.08 ms [2020-11-24 12:46:15 main:581] : INFO : Epoch 87 | loss: 7.86585e-05 | val_loss: 8.52556e-05 | Time: 4850.97 ms [2020-11-24 12:46:20 main:581] : INFO : Epoch 88 | loss: 7.78778e-05 | val_loss: 8.37504e-05 | Time: 4904.57 ms [2020-11-24 12:46:25 main:581] : INFO : Epoch 89 | loss: 7.78117e-05 | val_loss: 8.39137e-05 | Time: 4890.98 ms [2020-11-24 12:46:30 main:581] : INFO : Epoch 90 | loss: 7.70547e-05 | val_loss: 8.25224e-05 | Time: 4924.21 ms [2020-11-24 12:46:35 main:581] : INFO : Epoch 91 | loss: 7.68925e-05 | val_loss: 8.3344e-05 | Time: 4911.23 ms [2020-11-24 12:46:39 main:581] : INFO : Epoch 92 | loss: 7.63636e-05 | val_loss: 8.23298e-05 | Time: 4875.31 ms [2020-11-24 12:46:44 main:581] : INFO : Epoch 93 | loss: 7.62331e-05 | val_loss: 8.26395e-05 | Time: 4881.48 ms [2020-11-24 12:46:49 main:581] : INFO : Epoch 94 | loss: 7.57721e-05 | val_loss: 8.21193e-05 | Time: 4835.77 ms [2020-11-24 12:46:54 main:581] : INFO : Epoch 95 | loss: 7.53633e-05 | val_loss: 8.01158e-05 | Time: 4909.82 ms [2020-11-24 12:46:59 main:581] : INFO : Epoch 96 | loss: 7.49721e-05 | val_loss: 8.11847e-05 | Time: 4926.7 ms [2020-11-24 12:47:04 main:581] : INFO : Epoch 97 | loss: 7.48532e-05 | val_loss: 8.09531e-05 | Time: 4910.94 ms [2020-11-24 12:47:09 main:581] : INFO : Epoch 98 | loss: 7.43922e-05 | val_loss: 8.0186e-05 | Time: 4883.54 ms [2020-11-24 12:47:14 main:581] : INFO : Epoch 99 | loss: 7.37311e-05 | val_loss: 7.9528e-05 | Time: 4842.15 ms [2020-11-24 12:47:19 main:581] : INFO : Epoch 100 | loss: 7.41238e-05 | val_loss: 8.05576e-05 | Time: 4871.53 ms [2020-11-24 12:47:23 main:581] : INFO : Epoch 101 | loss: 7.34389e-05 | val_loss: 7.86798e-05 | Time: 4921.77 ms [2020-11-24 12:47:28 main:581] : INFO : Epoch 102 | loss: 7.30909e-05 | val_loss: 7.76945e-05 | Time: 4925.88 ms [2020-11-24 12:47:33 main:581] : INFO : Epoch 103 | loss: 7.18895e-05 | val_loss: 8.01412e-05 | Time: 4877.61 ms [2020-11-24 12:47:38 main:581] : INFO : Epoch 104 | loss: 7.19519e-05 | val_loss: 7.80826e-05 | Time: 4845.37 ms [2020-11-24 12:47:43 main:581] : INFO : Epoch 105 | loss: 7.14311e-05 | val_loss: 7.68127e-05 | Time: 4848.95 ms [2020-11-24 12:47:48 main:581] : INFO : Epoch 106 | loss: 7.15712e-05 | val_loss: 7.68754e-05 | Time: 4839.11 ms [2020-11-24 12:47:53 main:581] : INFO : Epoch 107 | loss: 7.10174e-05 | val_loss: 7.6059e-05 | Time: 5053.91 ms [2020-11-24 12:47:58 main:581] : INFO : Epoch 108 | loss: 7.04599e-05 | val_loss: 7.76826e-05 | Time: 5231.09 ms [2020-11-24 12:48:03 main:581] : INFO : Epoch 109 | loss: 7.24056e-05 | val_loss: 7.53344e-05 | Time: 4981.36 ms [2020-11-24 12:48:08 main:581] : INFO : Epoch 110 | loss: 7.00857e-05 | val_loss: 7.52208e-05 | Time: 4893.92 ms [2020-11-24 12:48:13 main:581] : INFO : Epoch 111 | loss: 6.92942e-05 | val_loss: 7.50151e-05 | Time: 4828.92 ms [2020-11-24 12:48:18 main:581] : INFO : Epoch 112 | loss: 6.93013e-05 | val_loss: 7.57214e-05 | Time: 4894.58 ms [2020-11-24 12:48:23 main:581] : INFO : Epoch 113 | loss: 6.91077e-05 | val_loss: 7.48137e-05 | Time: 4903.57 ms [2020-11-24 12:48:27 main:581] : INFO : Epoch 114 | loss: 6.8715e-05 | val_loss: 7.42845e-05 | Time: 4884.51 ms [2020-11-24 12:48:32 main:581] : INFO : Epoch 115 | loss: 6.83188e-05 | val_loss: 7.31052e-05 | Time: 4861.32 ms [2020-11-24 12:48:37 main:581] : INFO : Epoch 116 | loss: 7.36601e-05 | val_loss: 7.36598e-05 | Time: 4881.22 ms [2020-11-24 12:48:42 main:581] : INFO : Epoch 117 | loss: 6.74242e-05 | val_loss: 7.33077e-05 | Time: 4869.75 ms [2020-11-24 12:48:47 main:581] : INFO : Epoch 118 | loss: 6.74061e-05 | val_loss: 7.24096e-05 | Time: 4874.53 ms [2020-11-24 12:48:52 main:581] : INFO : Epoch 119 | loss: 6.70948e-05 | val_loss: 7.34408e-05 | Time: 4896.46 ms [2020-11-24 12:48:57 main:581] : INFO : Epoch 120 | loss: 6.69539e-05 | val_loss: 7.34372e-05 | Time: 4889.43 ms [2020-11-24 12:49:02 main:581] : INFO : Epoch 121 | loss: 6.69532e-05 | val_loss: 7.25143e-05 | Time: 4957.62 ms [2020-11-24 12:49:07 main:581] : INFO : Epoch 122 | loss: 6.60819e-05 | val_loss: 7.08526e-05 | Time: 4899.41 ms [2020-11-24 12:49:11 main:581] : INFO : Epoch 123 | loss: 6.58885e-05 | val_loss: 7.10637e-05 | Time: 4909.7 ms [2020-11-24 12:49:16 main:581] : INFO : Epoch 124 | loss: 6.58049e-05 | val_loss: 7.19673e-05 | Time: 4896.92 ms [2020-11-24 12:49:21 main:581] : INFO : Epoch 125 | loss: 6.54671e-05 | val_loss: 7.1491e-05 | Time: 4893.85 ms [2020-11-24 12:49:26 main:581] : INFO : Epoch 126 | loss: 6.51429e-05 | val_loss: 7.18962e-05 | Time: 4898.45 ms [2020-11-24 12:49:31 main:581] : INFO : Epoch 127 | loss: 6.50248e-05 | val_loss: 7.15505e-05 | Time: 4904.48 ms [2020-11-24 12:49:36 main:581] : INFO : Epoch 128 | loss: 6.39154e-05 | val_loss: 7.07986e-05 | Time: 4858.41 ms [2020-11-24 12:49:41 main:581] : INFO : Epoch 129 | loss: 6.43244e-05 | val_loss: 7.01442e-05 | Time: 4822.81 ms [2020-11-24 12:49:46 main:581] : INFO : Epoch 130 | loss: 6.40502e-05 | val_loss: 7.09576e-05 | Time: 4873.3 ms [2020-11-24 12:49:50 main:581] : INFO : Epoch 131 | loss: 6.34553e-05 | val_loss: 6.93033e-05 | Time: 4848.56 ms [2020-11-24 12:49:55 main:581] : INFO : Epoch 132 | loss: 6.34482e-05 | val_loss: 6.97468e-05 | Time: 4866.82 ms [2020-11-24 12:50:00 main:581] : INFO : Epoch 133 | loss: 6.33822e-05 | val_loss: 6.93035e-05 | Time: 4875.68 ms [2020-11-24 12:50:05 main:581] : INFO : Epoch 134 | loss: 6.35394e-05 | val_loss: 6.89451e-05 | Time: 4872.44 ms [2020-11-24 12:50:10 main:581] : INFO : Epoch 135 | loss: 6.37807e-05 | val_loss: 6.74795e-05 | Time: 4806.76 ms [2020-11-24 12:50:15 main:581] : INFO : Epoch 136 | loss: 6.94347e-05 | val_loss: 6.71146e-05 | Time: 4774.98 ms [2020-11-24 12:50:20 main:581] : INFO : Epoch 137 | loss: 6.20282e-05 | val_loss: 6.72221e-05 | Time: 4811.55 ms [2020-11-24 12:50:24 main:581] : INFO : Epoch 138 | loss: 6.18748e-05 | val_loss: 6.7823e-05 | Time: 4804.09 ms [2020-11-24 12:50:29 main:581] : INFO : Epoch 139 | loss: 6.12693e-05 | val_loss: 6.66164e-05 | Time: 4831.08 ms [2020-11-24 12:50:34 main:581] : INFO : Epoch 140 | loss: 6.11779e-05 | val_loss: 6.72263e-05 | Time: 4887.45 ms [2020-11-24 12:50:39 main:581] : INFO : Epoch 141 | loss: 6.08058e-05 | val_loss: 6.63875e-05 | Time: 4870.19 ms [2020-11-24 12:50:44 main:581] : INFO : Epoch 142 | loss: 6.08819e-05 | val_loss: 6.72341e-05 | Time: 4907.82 ms [2020-11-24 12:50:49 main:581] : INFO : Epoch 143 | loss: 6.05642e-05 | val_loss: 6.80363e-05 | Time: 4888.9 ms [2020-11-24 12:50:54 main:581] : INFO : Epoch 144 | loss: 6.04319e-05 | val_loss: 6.54874e-05 | Time: 4862.51 ms [2020-11-24 12:50:58 main:581] : INFO : Epoch 145 | loss: 6.01253e-05 | val_loss: 6.59429e-05 | Time: 4842.8 ms [2020-11-24 12:51:03 main:581] : INFO : Epoch 146 | loss: 6.00888e-05 | val_loss: 6.58045e-05 | Time: 5065.56 ms [2020-11-24 12:51:08 main:581] : INFO : Epoch 147 | loss: 5.99063e-05 | val_loss: 6.49181e-05 | Time: 4937.41 ms [2020-11-24 12:51:13 main:581] : INFO : Epoch 148 | loss: 6.11573e-05 | val_loss: 6.5262e-05 | Time: 4900.6 ms [2020-11-24 12:51:18 main:581] : INFO : Epoch 149 | loss: 5.97281e-05 | val_loss: 6.39459e-05 | Time: 4901.76 ms [2020-11-24 12:51:23 main:581] : INFO : Epoch 150 | loss: 5.90688e-05 | val_loss: 6.47002e-05 | Time: 4913.4 ms [2020-11-24 12:51:28 main:581] : INFO : Epoch 151 | loss: 5.85594e-05 | val_loss: 6.3957e-05 | Time: 4891.55 ms [2020-11-24 12:51:33 main:581] : INFO : Epoch 152 | loss: 5.857e-05 | val_loss: 6.50328e-05 | Time: 4856.03 ms [2020-11-24 12:51:38 main:581] : INFO : Epoch 153 | loss: 5.84457e-05 | val_loss: 6.35848e-05 | Time: 4848.39 ms [2020-11-24 12:51:43 main:581] : INFO : Epoch 154 | loss: 5.82461e-05 | val_loss: 6.45996e-05 | Time: 4864.47 ms [2020-11-24 12:51:47 main:581] : INFO : Epoch 155 | loss: 5.7987e-05 | val_loss: 6.28177e-05 | Time: 4864.79 ms [2020-11-24 12:51:52 main:581] : INFO : Epoch 156 | loss: 5.75706e-05 | val_loss: 6.28569e-05 | Time: 4888.9 ms [2020-11-24 12:51:57 main:581] : INFO : Epoch 157 | loss: 5.77932e-05 | val_loss: 6.29573e-05 | Time: 4863.75 ms [2020-11-24 12:52:02 main:581] : INFO : Epoch 158 | loss: 5.71036e-05 | val_loss: 6.1503e-05 | Time: 4860.65 ms [2020-11-24 12:52:07 main:581] : INFO : Epoch 159 | loss: 5.74088e-05 | val_loss: 6.23155e-05 | Time: 4832.8 ms [2020-11-24 12:52:12 main:581] : INFO : Epoch 160 | loss: 5.68365e-05 | val_loss: 6.33995e-05 | Time: 4893.76 ms [2020-11-24 12:52:17 main:581] : INFO : Epoch 161 | loss: 5.82583e-05 | val_loss: 6.42687e-05 | Time: 5184.3 ms [2020-11-24 12:52:22 main:581] : INFO : Epoch 162 | loss: 5.72796e-05 | val_loss: 6.16786e-05 | Time: 5097.88 ms [2020-11-24 12:52:27 main:581] : INFO : Epoch 163 | loss: 5.6468e-05 | val_loss: 6.30979e-05 | Time: 4939.44 ms [2020-11-24 12:52:32 main:581] : INFO : Epoch 164 | loss: 5.5939e-05 | val_loss: 6.23445e-05 | Time: 4859.75 ms [2020-11-24 12:52:37 main:581] : INFO : Epoch 165 | loss: 5.58296e-05 | val_loss: 6.08453e-05 | Time: 4845.78 ms [2020-11-24 12:52:42 main:581] : INFO : Epoch 166 | loss: 5.5056e-05 | val_loss: 6.02321e-05 | Time: 4821.54 ms [2020-11-24 12:52:46 main:581] : INFO : Epoch 167 | loss: 5.53758e-05 | val_loss: 6.11539e-05 | Time: 4820.71 ms [2020-11-24 12:52:51 main:581] : INFO : Epoch 168 | loss: 5.50807e-05 | val_loss: 6.01442e-05 | Time: 4859.56 ms [2020-11-24 12:52:56 main:581] : INFO : Epoch 169 | loss: 5.50999e-05 | val_loss: 6.10514e-05 | Time: 4912.5 ms [2020-11-24 12:53:01 main:581] : INFO : Epoch 170 | loss: 5.53065e-05 | val_loss: 6.08585e-05 | Time: 4910.56 ms [2020-11-24 12:53:06 main:581] : INFO : Epoch 171 | loss: 5.50323e-05 | val_loss: 6.07623e-05 | Time: 4862.02 ms [2020-11-24 12:53:11 main:581] : INFO : Epoch 172 | loss: 5.45866e-05 | val_loss: 6.16389e-05 | Time: 4846.82 ms [2020-11-24 12:53:16 main:581] : INFO : Epoch 173 | loss: 5.45421e-05 | val_loss: 5.94035e-05 | Time: 4840.78 ms [2020-11-24 12:53:20 main:581] : INFO : Epoch 174 | loss: 5.41285e-05 | val_loss: 5.90328e-05 | Time: 4845.58 ms [2020-11-24 12:53:25 main:581] : INFO : Epoch 175 | loss: 5.46038e-05 | val_loss: 5.89688e-05 | Time: 4878.88 ms [2020-11-24 12:53:30 main:581] : INFO : Epoch 176 | loss: 5.40618e-05 | val_loss: 5.9782e-05 | Time: 4873.15 ms [2020-11-24 12:53:35 main:581] : INFO : Epoch 177 | loss: 5.32907e-05 | val_loss: 5.927e-05 | Time: 4832.5 ms [2020-11-24 12:53:40 main:581] : INFO : Epoch 178 | loss: 5.32142e-05 | val_loss: 5.82683e-05 | Time: 4856.06 ms [2020-11-24 12:53:45 main:581] : INFO : Epoch 179 | loss: 5.29911e-05 | val_loss: 5.90656e-05 | Time: 4867.25 ms [2020-11-24 12:53:50 main:581] : INFO : Epoch 180 | loss: 5.35113e-05 | val_loss: 5.95775e-05 | Time: 4818.84 ms [2020-11-24 12:53:54 main:581] : INFO : Epoch 181 | loss: 6.28402e-05 | val_loss: 5.76652e-05 | Time: 4860.09 ms [2020-11-24 12:53:59 main:581] : INFO : Epoch 182 | loss: 5.21768e-05 | val_loss: 5.79244e-05 | Time: 4855.92 ms [2020-11-24 12:54:04 main:581] : INFO : Epoch 183 | loss: 5.33704e-05 | val_loss: 5.76922e-05 | Time: 4856.79 ms [2020-11-24 12:54:09 main:581] : INFO : Epoch 184 | loss: 5.17253e-05 | val_loss: 5.68117e-05 | Time: 4855.8 ms [2020-11-24 12:54:14 main:581] : INFO : Epoch 185 | loss: 5.66968e-05 | val_loss: 5.62766e-05 | Time: 4873.51 ms [2020-11-24 12:54:19 main:581] : INFO : Epoch 186 | loss: 5.13186e-05 | val_loss: 5.64908e-05 | Time: 4869.98 ms [2020-11-24 12:54:24 main:581] : INFO : Epoch 187 | loss: 5.14721e-05 | val_loss: 5.636e-05 | Time: 4868 ms [2020-11-24 12:54:28 main:581] : INFO : Epoch 188 | loss: 5.11126e-05 | val_loss: 5.67829e-05 | Time: 4863.14 ms [2020-11-24 12:54:33 main:581] : INFO : Epoch 189 | loss: 5.10112e-05 | val_loss: 5.69568e-05 | Time: 4834.12 ms [2020-11-24 12:54:38 main:581] : INFO : Epoch 190 | loss: 5.42827e-05 | val_loss: 5.60613e-05 | Time: 4826.81 ms [2020-11-24 12:54:43 main:581] : INFO : Epoch 191 | loss: 5.09501e-05 | val_loss: 5.56305e-05 | Time: 4862.23 ms [2020-11-24 12:54:48 main:581] : INFO : Epoch 192 | loss: 5.05268e-05 | val_loss: 5.6755e-05 | Time: 4898.01 ms [2020-11-24 12:54:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 5.6755e-05 [2020-11-24 12:54:48 main:610] : INFO : Saving end state to config to file [2020-11-24 12:54:48 main:615] : INFO : Success, exiting.. 12:54:48 (3058437): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)