Task 3045293
| Name | rand_automata_0010-1605426074-6260-1_2 |
| Workunit | 1350794 |
| Created | 23 Nov 2020, 18:47:02 UTC |
| Sent | 23 Nov 2020, 19:04:55 UTC |
| Report deadline | 30 Nov 2020, 19:04:55 UTC |
| Received | 24 Nov 2020, 16:19:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4690 |
| Run time | 19 min 47 sec |
| CPU time | 17 min 22 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 2,142.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.49 GB |
| Peak swap size | 3.14 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050 Ti) [2020-11-24 10:57:07 main:435] : INFO : Set logging level to 1 [2020-11-24 10:57:08 main:441] : INFO : Running in BOINC Client mode [2020-11-24 10:57:08 main:444] : INFO : Resolving all filenames [2020-11-24 10:57:09 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-24 10:57:10 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1_2_r916266329_1 (exists = 0) [2020-11-24 10:57:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1_2_r916266329_0 (exists = 0) [2020-11-24 10:57:11 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1 (exists = 1) [2020-11-24 10:57:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 10:57:11 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-24 10:57:11 main:474] : INFO : Configuration: [2020-11-24 10:57:11 main:475] : INFO : Model type: LSTM [2020-11-24 10:57:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 10:57:11 main:477] : INFO : Max Epochs: 192 [2020-11-24 10:57:11 main:478] : INFO : Batch Size: 32 [2020-11-24 10:57:11 main:479] : INFO : Learning Rate: 0.001 [2020-11-24 10:57:11 main:480] : INFO : Patience: 10 [2020-11-24 10:57:11 main:481] : INFO : Hidden Width: 64 [2020-11-24 10:57:11 main:482] : INFO : # Recurrent Layers: 4 [2020-11-24 10:57:11 main:483] : INFO : # Backend Layers: 2 [2020-11-24 10:57:12 main:484] : INFO : # Threads: 1 [2020-11-24 10:57:12 main:486] : INFO : Preparing Dataset [2020-11-24 10:57:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 10:57:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 10:57:13 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 10:57:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 10:57:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 10:57:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 10:57:14 main:494] : INFO : Creating Model [2020-11-24 10:57:14 main:507] : INFO : Preparing config file [2020-11-24 10:57:14 main:519] : INFO : Creating new config file [2020-11-24 10:57:14 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-24 10:57:15 main:559] : INFO : Loading DataLoader into Memory [2020-11-24 10:57:15 main:562] : INFO : Starting Training [2020-11-24 10:57:21 main:574] : INFO : Epoch 1 | loss: 0.000159462 | val_loss: 0.000141513 | Time: 5637.78 ms [2020-11-24 10:57:26 main:574] : INFO : Epoch 2 | loss: 0.000139984 | val_loss: 0.000141822 | Time: 5414.5 ms [2020-11-24 10:57:32 main:574] : INFO : Epoch 3 | loss: 0.000140382 | val_loss: 0.000143594 | Time: 5563.33 ms [2020-11-24 10:57:38 main:574] : INFO : Epoch 4 | loss: 0.000139392 | val_loss: 0.000139686 | Time: 5465.93 ms [2020-11-24 10:57:43 main:574] : INFO : Epoch 5 | loss: 0.000138533 | val_loss: 0.000139944 | Time: 5607.19 ms [2020-11-24 10:57:49 main:574] : INFO : Epoch 6 | loss: 0.00013684 | val_loss: 0.000137559 | Time: 5619.67 ms [2020-11-24 10:57:55 main:574] : INFO : Epoch 7 | loss: 0.0001361 | val_loss: 0.000137911 | Time: 5826.55 ms [2020-11-24 10:58:01 main:574] : INFO : Epoch 8 | loss: 0.000135868 | val_loss: 0.000136872 | Time: 5637.82 ms [2020-11-24 10:58:07 main:574] : INFO : Epoch 9 | loss: 0.000133673 | val_loss: 0.000135548 | Time: 5540.5 ms [2020-11-24 10:58:13 main:574] : INFO : Epoch 10 | loss: 0.000132406 | val_loss: 0.000133824 | Time: 5475.85 ms [2020-11-24 10:58:18 main:574] : INFO : Epoch 11 | loss: 0.000131462 | val_loss: 0.000133022 | Time: 5453.65 ms [2020-11-24 10:58:24 main:574] : INFO : Epoch 12 | loss: 0.000130319 | val_loss: 0.000130516 | Time: 5476.08 ms [2020-11-24 10:58:30 main:574] : INFO : Epoch 13 | loss: 0.000129284 | val_loss: 0.000129886 | Time: 5530.48 ms [2020-11-24 10:58:36 main:574] : INFO : Epoch 14 | loss: 0.000127828 | val_loss: 0.000130386 | Time: 5505.79 ms [2020-11-24 10:58:42 main:574] : INFO : Epoch 15 | loss: 0.000126671 | val_loss: 0.00012879 | Time: 5542.42 ms [2020-11-24 10:58:48 main:574] : INFO : Epoch 16 | loss: 0.00012542 | val_loss: 0.000127336 | Time: 5503.17 ms [2020-11-24 10:58:53 main:574] : INFO : Epoch 17 | loss: 0.000124439 | val_loss: 0.00012562 | Time: 5529.43 ms [2020-11-24 10:58:59 main:574] : INFO : Epoch 18 | loss: 0.000122893 | val_loss: 0.00012638 | Time: 5508.6 ms [2020-11-24 10:59:05 main:574] : INFO : Epoch 19 | loss: 0.000122083 | val_loss: 0.000124788 | Time: 5686.5 ms [2020-11-24 10:59:10 main:574] : INFO : Epoch 20 | loss: 0.00012141 | val_loss: 0.000122769 | Time: 5433.7 ms [2020-11-24 10:59:16 main:574] : INFO : Epoch 21 | loss: 0.000120006 | val_loss: 0.000122384 | Time: 5572.4 ms [2020-11-24 10:59:22 main:574] : INFO : Epoch 22 | loss: 0.000119005 | val_loss: 0.000120529 | Time: 5561.53 ms [2020-11-24 10:59:27 main:574] : INFO : Epoch 23 | loss: 0.000118496 | val_loss: 0.000121305 | Time: 5437.18 ms [2020-11-24 10:59:33 main:574] : INFO : Epoch 24 | loss: 0.000117112 | val_loss: 0.000119199 | Time: 5618.53 ms [2020-11-24 10:59:38 main:574] : INFO : Epoch 25 | loss: 0.000116385 | val_loss: 0.00011723 | Time: 5418.57 ms [2020-11-24 10:59:45 main:574] : INFO : Epoch 26 | loss: 0.000115063 | val_loss: 0.000116036 | Time: 5658.49 ms [2020-11-24 10:59:50 main:574] : INFO : Epoch 27 | loss: 0.000114464 | val_loss: 0.000115182 | Time: 5575.07 ms [2020-11-24 10:59:56 main:574] : INFO : Epoch 28 | loss: 0.000113405 | val_loss: 0.000114325 | Time: 5562.79 ms [2020-11-24 11:00:02 main:574] : INFO : Epoch 29 | loss: 0.00011262 | val_loss: 0.000113713 | Time: 5575.65 ms [2020-11-24 11:00:08 main:574] : INFO : Epoch 30 | loss: 0.000111735 | val_loss: 0.000113124 | Time: 5476.45 ms [2020-11-24 11:00:13 main:574] : INFO : Epoch 31 | loss: 0.000111196 | val_loss: 0.000112005 | Time: 5533.83 ms [2020-11-24 11:00:19 main:574] : INFO : Epoch 32 | loss: 0.000109763 | val_loss: 0.000111531 | Time: 5523.28 ms [2020-11-24 11:00:25 main:574] : INFO : Epoch 33 | loss: 0.000109022 | val_loss: 0.000110224 | Time: 5513.52 ms [2020-11-24 11:00:30 main:574] : INFO : Epoch 34 | loss: 0.000108711 | val_loss: 0.000111075 | Time: 5522.91 ms [2020-11-24 11:00:36 main:574] : INFO : Epoch 35 | loss: 0.000107522 | val_loss: 0.000109726 | Time: 5531.59 ms [2020-11-24 11:00:42 main:574] : INFO : Epoch 36 | loss: 0.000106529 | val_loss: 0.000107709 | Time: 5542.63 ms [2020-11-24 11:00:48 main:574] : INFO : Epoch 37 | loss: 0.000105936 | val_loss: 0.000106646 | Time: 5539.56 ms [2020-11-24 11:00:53 main:574] : INFO : Epoch 38 | loss: 0.000105409 | val_loss: 0.000107207 | Time: 5704.57 ms [2020-11-24 11:00:59 main:574] : INFO : Epoch 39 | loss: 0.00010443 | val_loss: 0.000104862 | Time: 5751.82 ms [2020-11-24 11:01:05 main:574] : INFO : Epoch 40 | loss: 0.000103414 | val_loss: 0.00010447 | Time: 5626.83 ms [2020-11-24 11:01:11 main:574] : INFO : Epoch 41 | loss: 0.000102951 | val_loss: 0.000105937 | Time: 5692.1 ms [2020-11-24 11:01:16 main:574] : INFO : Epoch 42 | loss: 0.000101956 | val_loss: 0.00010385 | Time: 5520.67 ms [2020-11-24 11:01:22 main:574] : INFO : Epoch 43 | loss: 0.000101663 | val_loss: 0.000104387 | Time: 5521.66 ms [2020-11-24 11:01:28 main:574] : INFO : Epoch 44 | loss: 0.000100646 | val_loss: 0.000102153 | Time: 5756.37 ms [2020-11-24 11:01:34 main:574] : INFO : Epoch 45 | loss: 0.000100151 | val_loss: 0.000102025 | Time: 5598.64 ms [2020-11-24 11:01:40 main:574] : INFO : Epoch 46 | loss: 9.91897e-05 | val_loss: 0.000100362 | Time: 5690.86 ms [2020-11-24 11:01:46 main:574] : INFO : Epoch 47 | loss: 9.8496e-05 | val_loss: 9.95896e-05 | Time: 5668.36 ms [2020-11-24 11:01:52 main:574] : INFO : Epoch 48 | loss: 9.78176e-05 | val_loss: 9.93301e-05 | Time: 5634.19 ms [2020-11-24 11:01:57 main:574] : INFO : Epoch 49 | loss: 9.71377e-05 | val_loss: 9.84015e-05 | Time: 5476.09 ms [2020-11-24 11:02:03 main:574] : INFO : Epoch 50 | loss: 9.68236e-05 | val_loss: 9.76131e-05 | Time: 5770.63 ms [2020-11-24 11:02:09 main:574] : INFO : Epoch 51 | loss: 9.58069e-05 | val_loss: 9.76263e-05 | Time: 5630.57 ms [2020-11-24 11:02:15 main:574] : INFO : Epoch 52 | loss: 9.54279e-05 | val_loss: 9.75002e-05 | Time: 5651.47 ms [2020-11-24 11:02:20 main:574] : INFO : Epoch 53 | loss: 9.51033e-05 | val_loss: 9.74463e-05 | Time: 5791.66 ms [2020-11-24 11:02:26 main:574] : INFO : Epoch 54 | loss: 9.40967e-05 | val_loss: 9.63047e-05 | Time: 5825.95 ms [2020-11-24 11:02:32 main:574] : INFO : Epoch 55 | loss: 9.34305e-05 | val_loss: 9.47178e-05 | Time: 5741.16 ms [2020-11-24 11:02:38 main:574] : INFO : Epoch 56 | loss: 9.31185e-05 | val_loss: 9.53928e-05 | Time: 5796.5 ms [2020-11-24 11:02:44 main:574] : INFO : Epoch 57 | loss: 9.24608e-05 | val_loss: 9.2858e-05 | Time: 5772.49 ms [2020-11-24 11:02:50 main:574] : INFO : Epoch 58 | loss: 9.18673e-05 | val_loss: 9.34062e-05 | Time: 5695.88 ms [2020-11-24 11:02:55 main:574] : INFO : Epoch 59 | loss: 9.09883e-05 | val_loss: 9.12791e-05 | Time: 5714.04 ms [2020-11-24 11:03:01 main:574] : INFO : Epoch 60 | loss: 9.06046e-05 | val_loss: 9.25761e-05 | Time: 5771.86 ms [2020-11-24 11:03:07 main:574] : INFO : Epoch 61 | loss: 9.01205e-05 | val_loss: 9.16347e-05 | Time: 5672.2 ms [2020-11-24 11:03:13 main:574] : INFO : Epoch 62 | loss: 8.97927e-05 | val_loss: 9.14154e-05 | Time: 5833.81 ms [2020-11-24 11:03:19 main:574] : INFO : Epoch 63 | loss: 8.87924e-05 | val_loss: 9.04213e-05 | Time: 5842.94 ms [2020-11-24 11:03:25 main:574] : INFO : Epoch 64 | loss: 8.85788e-05 | val_loss: 8.86094e-05 | Time: 5638.77 ms [2020-11-24 11:03:31 main:574] : INFO : Epoch 65 | loss: 8.77968e-05 | val_loss: 8.94179e-05 | Time: 5658.15 ms [2020-11-24 11:03:37 main:574] : INFO : Epoch 66 | loss: 8.73431e-05 | val_loss: 8.91218e-05 | Time: 5790.03 ms [2020-11-24 11:03:42 main:574] : INFO : Epoch 67 | loss: 8.68367e-05 | val_loss: 8.73796e-05 | Time: 5583.17 ms [2020-11-24 11:03:48 main:574] : INFO : Epoch 68 | loss: 8.61911e-05 | val_loss: 8.77267e-05 | Time: 5831.14 ms [2020-11-24 11:03:54 main:574] : INFO : Epoch 69 | loss: 8.53575e-05 | val_loss: 8.81811e-05 | Time: 5730.2 ms [2020-11-24 11:04:00 main:574] : INFO : Epoch 70 | loss: 8.54226e-05 | val_loss: 8.65014e-05 | Time: 5718.88 ms [2020-11-24 11:04:06 main:574] : INFO : Epoch 71 | loss: 8.49298e-05 | val_loss: 8.64089e-05 | Time: 5818.11 ms [2020-11-24 11:04:11 main:574] : INFO : Epoch 72 | loss: 8.44399e-05 | val_loss: 8.52872e-05 | Time: 5595.45 ms [2020-11-24 11:04:17 main:574] : INFO : Epoch 73 | loss: 8.38343e-05 | val_loss: 8.54549e-05 | Time: 5830.69 ms [2020-11-24 11:04:23 main:574] : INFO : Epoch 74 | loss: 8.33233e-05 | val_loss: 8.42976e-05 | Time: 5835.88 ms [2020-11-24 11:04:29 main:574] : INFO : Epoch 75 | loss: 8.30048e-05 | val_loss: 8.4739e-05 | Time: 5640.09 ms [2020-11-24 11:04:35 main:574] : INFO : Epoch 76 | loss: 8.29576e-05 | val_loss: 8.35189e-05 | Time: 5792.72 ms [2020-11-24 11:04:40 main:574] : INFO : Epoch 77 | loss: 8.20241e-05 | val_loss: 8.30745e-05 | Time: 5787.92 ms [2020-11-24 11:04:46 main:574] : INFO : Epoch 78 | loss: 8.15701e-05 | val_loss: 8.39428e-05 | Time: 5629.14 ms [2020-11-24 11:04:52 main:574] : INFO : Epoch 79 | loss: 8.12134e-05 | val_loss: 8.42839e-05 | Time: 5669.68 ms [2020-11-24 11:04:58 main:574] : INFO : Epoch 80 | loss: 8.07424e-05 | val_loss: 8.1343e-05 | Time: 5808.71 ms [2020-11-24 11:05:04 main:574] : INFO : Epoch 81 | loss: 7.98612e-05 | val_loss: 8.0939e-05 | Time: 5795.74 ms [2020-11-24 11:05:09 main:574] : INFO : Epoch 82 | loss: 7.98063e-05 | val_loss: 8.17723e-05 | Time: 5701.1 ms [2020-11-24 11:05:15 main:574] : INFO : Epoch 83 | loss: 7.9002e-05 | val_loss: 8.04204e-05 | Time: 5710.95 ms [2020-11-24 11:05:21 main:574] : INFO : Epoch 84 | loss: 7.85602e-05 | val_loss: 8.08145e-05 | Time: 5604.66 ms [2020-11-24 11:05:27 main:574] : INFO : Epoch 85 | loss: 7.8399e-05 | val_loss: 8.0379e-05 | Time: 5767.13 ms [2020-11-24 11:05:32 main:574] : INFO : Epoch 86 | loss: 7.80194e-05 | val_loss: 8.05092e-05 | Time: 5685.78 ms [2020-11-24 11:05:38 main:574] : INFO : Epoch 87 | loss: 7.75471e-05 | val_loss: 7.8601e-05 | Time: 5804.87 ms [2020-11-24 11:05:44 main:574] : INFO : Epoch 88 | loss: 7.71446e-05 | val_loss: 7.88508e-05 | Time: 5799.54 ms [2020-11-24 11:05:50 main:574] : INFO : Epoch 89 | loss: 7.68173e-05 | val_loss: 7.91188e-05 | Time: 5717.12 ms [2020-11-24 11:05:56 main:574] : INFO : Epoch 90 | loss: 7.64315e-05 | val_loss: 7.94107e-05 | Time: 5829.95 ms [2020-11-24 11:06:02 main:574] : INFO : Epoch 91 | loss: 7.62318e-05 | val_loss: 7.65772e-05 | Time: 5739.85 ms [2020-11-24 11:06:08 main:574] : INFO : Epoch 92 | loss: 7.55412e-05 | val_loss: 7.70547e-05 | Time: 5747.18 ms [2020-11-24 11:06:13 main:574] : INFO : Epoch 93 | loss: 7.51897e-05 | val_loss: 7.67144e-05 | Time: 5787.23 ms [2020-11-24 11:06:19 main:574] : INFO : Epoch 94 | loss: 7.47326e-05 | val_loss: 7.54101e-05 | Time: 5944.65 ms [2020-11-24 11:06:25 main:574] : INFO : Epoch 95 | loss: 7.44999e-05 | val_loss: 7.59346e-05 | Time: 5633.17 ms [2020-11-24 11:06:31 main:574] : INFO : Epoch 96 | loss: 7.41294e-05 | val_loss: 7.62729e-05 | Time: 5755.4 ms [2020-11-24 11:06:37 main:574] : INFO : Epoch 97 | loss: 7.37277e-05 | val_loss: 7.57749e-05 | Time: 5856.37 ms [2020-11-24 11:06:43 main:574] : INFO : Epoch 98 | loss: 7.32069e-05 | val_loss: 7.58136e-05 | Time: 5695.84 ms [2020-11-24 11:06:48 main:574] : INFO : Epoch 99 | loss: 7.304e-05 | val_loss: 7.40728e-05 | Time: 5762.82 ms [2020-11-24 11:06:54 main:574] : INFO : Epoch 100 | loss: 7.26231e-05 | val_loss: 7.44818e-05 | Time: 5819.18 ms [2020-11-24 11:07:00 main:574] : INFO : Epoch 101 | loss: 7.24548e-05 | val_loss: 7.37064e-05 | Time: 5783.37 ms [2020-11-24 11:07:06 main:574] : INFO : Epoch 102 | loss: 7.16629e-05 | val_loss: 7.28832e-05 | Time: 5778.94 ms [2020-11-24 11:07:12 main:574] : INFO : Epoch 103 | loss: 7.16914e-05 | val_loss: 7.32326e-05 | Time: 5821.52 ms [2020-11-24 11:07:18 main:574] : INFO : Epoch 104 | loss: 7.10259e-05 | val_loss: 7.22902e-05 | Time: 5745.54 ms [2020-11-24 11:07:23 main:574] : INFO : Epoch 105 | loss: 7.09326e-05 | val_loss: 7.27582e-05 | Time: 5733.83 ms [2020-11-24 11:07:29 main:574] : INFO : Epoch 106 | loss: 7.03456e-05 | val_loss: 7.14767e-05 | Time: 5670.08 ms [2020-11-24 11:07:35 main:574] : INFO : Epoch 107 | loss: 6.97675e-05 | val_loss: 7.12918e-05 | Time: 5689.86 ms [2020-11-24 11:07:41 main:574] : INFO : Epoch 108 | loss: 6.99237e-05 | val_loss: 7.10688e-05 | Time: 5888.71 ms [2020-11-24 11:07:47 main:574] : INFO : Epoch 109 | loss: 6.98976e-05 | val_loss: 7.14018e-05 | Time: 5606.69 ms [2020-11-24 11:07:53 main:574] : INFO : Epoch 110 | loss: 6.93264e-05 | val_loss: 7.39239e-05 | Time: 5782.75 ms [2020-11-24 11:07:58 main:574] : INFO : Epoch 111 | loss: 6.90688e-05 | val_loss: 7.03209e-05 | Time: 5839.5 ms [2020-11-24 11:08:04 main:574] : INFO : Epoch 112 | loss: 6.8633e-05 | val_loss: 6.99017e-05 | Time: 5650.63 ms [2020-11-24 11:08:10 main:574] : INFO : Epoch 113 | loss: 6.81293e-05 | val_loss: 7.07818e-05 | Time: 5748.81 ms [2020-11-24 11:08:16 main:574] : INFO : Epoch 114 | loss: 6.77961e-05 | val_loss: 6.85247e-05 | Time: 5735.43 ms [2020-11-24 11:08:22 main:574] : INFO : Epoch 115 | loss: 6.72334e-05 | val_loss: 6.87144e-05 | Time: 5787.47 ms [2020-11-24 11:08:28 main:574] : INFO : Epoch 116 | loss: 6.73134e-05 | val_loss: 6.78016e-05 | Time: 5721.03 ms [2020-11-24 11:08:33 main:574] : INFO : Epoch 117 | loss: 6.68199e-05 | val_loss: 6.91614e-05 | Time: 5667.34 ms [2020-11-24 11:08:39 main:574] : INFO : Epoch 118 | loss: 6.65633e-05 | val_loss: 6.81288e-05 | Time: 5837.65 ms [2020-11-24 11:08:45 main:574] : INFO : Epoch 119 | loss: 6.65135e-05 | val_loss: 6.78994e-05 | Time: 5784.98 ms [2020-11-24 11:08:51 main:574] : INFO : Epoch 120 | loss: 6.65531e-05 | val_loss: 6.84263e-05 | Time: 5802.69 ms [2020-11-24 11:08:57 main:574] : INFO : Epoch 121 | loss: 6.5762e-05 | val_loss: 6.72357e-05 | Time: 5816.71 ms [2020-11-24 11:09:03 main:574] : INFO : Epoch 122 | loss: 6.54735e-05 | val_loss: 6.66941e-05 | Time: 5687.36 ms [2020-11-24 11:09:08 main:574] : INFO : Epoch 123 | loss: 6.51126e-05 | val_loss: 6.86265e-05 | Time: 5799.46 ms [2020-11-24 11:09:14 main:574] : INFO : Epoch 124 | loss: 6.45562e-05 | val_loss: 6.68284e-05 | Time: 5797.03 ms [2020-11-24 11:09:20 main:574] : INFO : Epoch 125 | loss: 6.47212e-05 | val_loss: 6.58544e-05 | Time: 5754.36 ms [2020-11-24 11:09:26 main:574] : INFO : Epoch 126 | loss: 6.42841e-05 | val_loss: 6.53743e-05 | Time: 5726.19 ms [2020-11-24 11:09:32 main:574] : INFO : Epoch 127 | loss: 6.43704e-05 | val_loss: 6.6664e-05 | Time: 5838.55 ms [2020-11-24 11:09:38 main:574] : INFO : Epoch 128 | loss: 6.3669e-05 | val_loss: 6.58632e-05 | Time: 5822.48 ms [2020-11-24 11:09:44 main:574] : INFO : Epoch 129 | loss: 6.35823e-05 | val_loss: 6.52166e-05 | Time: 5642.13 ms [2020-11-24 11:09:49 main:574] : INFO : Epoch 130 | loss: 6.33225e-05 | val_loss: 6.53494e-05 | Time: 5752.27 ms [2020-11-24 11:09:55 main:574] : INFO : Epoch 131 | loss: 6.30706e-05 | val_loss: 6.46748e-05 | Time: 5741.4 ms [2020-11-24 11:10:01 main:574] : INFO : Epoch 132 | loss: 6.26176e-05 | val_loss: 6.54897e-05 | Time: 5859.77 ms [2020-11-24 11:10:07 main:574] : INFO : Epoch 133 | loss: 6.2614e-05 | val_loss: 6.41991e-05 | Time: 5729.88 ms [2020-11-24 11:10:13 main:574] : INFO : Epoch 134 | loss: 6.19768e-05 | val_loss: 6.4036e-05 | Time: 5842.37 ms [2020-11-24 11:10:19 main:574] : INFO : Epoch 135 | loss: 6.19923e-05 | val_loss: 6.35078e-05 | Time: 5822.04 ms [2020-11-24 11:10:24 main:574] : INFO : Epoch 136 | loss: 6.16898e-05 | val_loss: 6.4184e-05 | Time: 5730.72 ms [2020-11-24 11:10:30 main:574] : INFO : Epoch 137 | loss: 6.17336e-05 | val_loss: 6.32553e-05 | Time: 5629.42 ms [2020-11-24 11:10:36 main:574] : INFO : Epoch 138 | loss: 6.11052e-05 | val_loss: 6.22396e-05 | Time: 5765.78 ms [2020-11-24 11:10:42 main:574] : INFO : Epoch 139 | loss: 6.1067e-05 | val_loss: 6.23656e-05 | Time: 5804.32 ms [2020-11-24 11:10:48 main:574] : INFO : Epoch 140 | loss: 6.09948e-05 | val_loss: 6.16987e-05 | Time: 5773.04 ms [2020-11-24 11:10:53 main:574] : INFO : Epoch 141 | loss: 6.73894e-05 | val_loss: 0.000144474 | Time: 5697.07 ms [2020-11-24 11:10:59 main:574] : INFO : Epoch 142 | loss: 6.76725e-05 | val_loss: 6.07244e-05 | Time: 5678.33 ms [2020-11-24 11:11:05 main:574] : INFO : Epoch 143 | loss: 5.9052e-05 | val_loss: 6.02961e-05 | Time: 5753.96 ms [2020-11-24 11:11:11 main:574] : INFO : Epoch 144 | loss: 5.89586e-05 | val_loss: 6.10775e-05 | Time: 5744.77 ms [2020-11-24 11:11:17 main:574] : INFO : Epoch 145 | loss: 5.90821e-05 | val_loss: 6.06645e-05 | Time: 5810.1 ms [2020-11-24 11:11:23 main:574] : INFO : Epoch 146 | loss: 5.91569e-05 | val_loss: 6.13415e-05 | Time: 5779.37 ms [2020-11-24 11:11:29 main:574] : INFO : Epoch 147 | loss: 5.8716e-05 | val_loss: 6.01719e-05 | Time: 5745.5 ms [2020-11-24 11:11:35 main:574] : INFO : Epoch 148 | loss: 5.85522e-05 | val_loss: 6.06303e-05 | Time: 5869.27 ms [2020-11-24 11:11:40 main:574] : INFO : Epoch 149 | loss: 5.81836e-05 | val_loss: 5.9868e-05 | Time: 5773.95 ms [2020-11-24 11:11:46 main:574] : INFO : Epoch 150 | loss: 5.80204e-05 | val_loss: 5.96131e-05 | Time: 5760.28 ms [2020-11-24 11:11:52 main:574] : INFO : Epoch 151 | loss: 5.81023e-05 | val_loss: 5.90484e-05 | Time: 5750.11 ms [2020-11-24 11:11:58 main:574] : INFO : Epoch 152 | loss: 5.78548e-05 | val_loss: 5.99309e-05 | Time: 5845.62 ms [2020-11-24 11:12:04 main:574] : INFO : Epoch 153 | loss: 5.75127e-05 | val_loss: 5.94126e-05 | Time: 5754.23 ms [2020-11-24 11:12:10 main:574] : INFO : Epoch 154 | loss: 5.74668e-05 | val_loss: 5.92036e-05 | Time: 5727.31 ms [2020-11-24 11:12:16 main:574] : INFO : Epoch 155 | loss: 5.70736e-05 | val_loss: 5.87158e-05 | Time: 5792.35 ms [2020-11-24 11:12:21 main:574] : INFO : Epoch 156 | loss: 5.68326e-05 | val_loss: 5.90936e-05 | Time: 5787.41 ms [2020-11-24 11:12:27 main:574] : INFO : Epoch 157 | loss: 5.70156e-05 | val_loss: 5.84914e-05 | Time: 5644.15 ms [2020-11-24 11:12:33 main:574] : INFO : Epoch 158 | loss: 5.82613e-05 | val_loss: 5.96062e-05 | Time: 5762.69 ms [2020-11-24 11:12:39 main:574] : INFO : Epoch 159 | loss: 5.66671e-05 | val_loss: 5.76969e-05 | Time: 5825.86 ms [2020-11-24 11:12:45 main:574] : INFO : Epoch 160 | loss: 5.60386e-05 | val_loss: 5.7906e-05 | Time: 5768.34 ms [2020-11-24 11:12:51 main:574] : INFO : Epoch 161 | loss: 5.61045e-05 | val_loss: 5.74978e-05 | Time: 5742.78 ms [2020-11-24 11:12:57 main:574] : INFO : Epoch 162 | loss: 5.58566e-05 | val_loss: 5.79845e-05 | Time: 6003.54 ms [2020-11-24 11:13:03 main:574] : INFO : Epoch 163 | loss: 5.56982e-05 | val_loss: 5.80568e-05 | Time: 5703.86 ms [2020-11-24 11:13:08 main:574] : INFO : Epoch 164 | loss: 5.54542e-05 | val_loss: 5.86383e-05 | Time: 5743.91 ms [2020-11-24 11:13:14 main:574] : INFO : Epoch 165 | loss: 5.53069e-05 | val_loss: 5.78105e-05 | Time: 5782.32 ms [2020-11-24 11:13:20 main:574] : INFO : Epoch 166 | loss: 5.48836e-05 | val_loss: 5.6614e-05 | Time: 5703.45 ms [2020-11-24 11:13:26 main:574] : INFO : Epoch 167 | loss: 5.47031e-05 | val_loss: 5.66271e-05 | Time: 5746.62 ms [2020-11-24 11:13:32 main:574] : INFO : Epoch 168 | loss: 5.44752e-05 | val_loss: 5.69031e-05 | Time: 5792.29 ms [2020-11-24 11:13:38 main:574] : INFO : Epoch 169 | loss: 5.48393e-05 | val_loss: 5.61441e-05 | Time: 5768.6 ms [2020-11-24 11:13:43 main:574] : INFO : Epoch 170 | loss: 5.42595e-05 | val_loss: 5.56705e-05 | Time: 5813.16 ms [2020-11-24 11:13:49 main:574] : INFO : Epoch 171 | loss: 5.4452e-05 | val_loss: 5.55212e-05 | Time: 5671.12 ms [2020-11-24 11:13:55 main:574] : INFO : Epoch 172 | loss: 5.37884e-05 | val_loss: 5.48563e-05 | Time: 5594.01 ms [2020-11-24 11:14:01 main:574] : INFO : Epoch 173 | loss: 5.34531e-05 | val_loss: 5.37567e-05 | Time: 5788.93 ms [2020-11-24 11:14:07 main:574] : INFO : Epoch 174 | loss: 5.39455e-05 | val_loss: 5.46178e-05 | Time: 5540.07 ms [2020-11-24 11:14:13 main:574] : INFO : Epoch 175 | loss: 5.33109e-05 | val_loss: 5.52228e-05 | Time: 5757.59 ms [2020-11-24 11:14:19 main:574] : INFO : Epoch 176 | loss: 5.30555e-05 | val_loss: 5.62687e-05 | Time: 5746.17 ms [2020-11-24 11:14:24 main:574] : INFO : Epoch 177 | loss: 5.30378e-05 | val_loss: 5.51417e-05 | Time: 5832.5 ms [2020-11-24 11:14:30 main:574] : INFO : Epoch 178 | loss: 5.29607e-05 | val_loss: 5.42864e-05 | Time: 5621.85 ms [2020-11-24 11:14:36 main:574] : INFO : Epoch 179 | loss: 5.27337e-05 | val_loss: 5.44524e-05 | Time: 5624.09 ms [2020-11-24 11:14:42 main:574] : INFO : Epoch 180 | loss: 5.22886e-05 | val_loss: 5.40087e-05 | Time: 5763.13 ms [2020-11-24 11:14:48 main:574] : INFO : Epoch 181 | loss: 5.247e-05 | val_loss: 5.39298e-05 | Time: 5635.69 ms [2020-11-24 11:14:54 main:574] : INFO : Epoch 182 | loss: 5.22217e-05 | val_loss: 5.39553e-05 | Time: 5747.01 ms [2020-11-24 11:15:00 main:574] : INFO : Epoch 183 | loss: 5.20172e-05 | val_loss: 5.31476e-05 | Time: 5800.53 ms [2020-11-24 11:15:05 main:574] : INFO : Epoch 184 | loss: 5.17248e-05 | val_loss: 5.38802e-05 | Time: 5760.24 ms [2020-11-24 11:15:11 main:574] : INFO : Epoch 185 | loss: 5.17826e-05 | val_loss: 5.30466e-05 | Time: 5579.96 ms [2020-11-24 11:15:17 main:574] : INFO : Epoch 186 | loss: 5.14088e-05 | val_loss: 5.25832e-05 | Time: 5780.11 ms [2020-11-24 11:15:23 main:574] : INFO : Epoch 187 | loss: 5.1118e-05 | val_loss: 5.24218e-05 | Time: 5645.72 ms [2020-11-24 11:15:28 main:574] : INFO : Epoch 188 | loss: 5.10758e-05 | val_loss: 5.19863e-05 | Time: 5779.47 ms [2020-11-24 11:15:34 main:574] : INFO : Epoch 189 | loss: 5.05618e-05 | val_loss: 5.21611e-05 | Time: 5741.79 ms [2020-11-24 11:15:40 main:574] : INFO : Epoch 190 | loss: 5.05262e-05 | val_loss: 5.29701e-05 | Time: 5522.2 ms [2020-11-24 11:15:46 main:574] : INFO : Epoch 191 | loss: 5.16238e-05 | val_loss: 5.21784e-05 | Time: 5798.65 ms [2020-11-24 11:15:52 main:574] : INFO : Epoch 192 | loss: 5.05436e-05 | val_loss: 5.2122e-05 | Time: 5604.64 ms [2020-11-24 11:15:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.2122e-05 [2020-11-24 11:15:52 main:603] : INFO : Saving end state to config to file [2020-11-24 11:15:52 main:608] : INFO : Success, exiting.. 11:15:52 (5756): 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)