Task 2795841
| Name | rand_automata_0075-1604947493-21938-0_1 |
| Workunit | 1259392 |
| Created | 9 Nov 2020, 19:00:31 UTC |
| Sent | 9 Nov 2020, 19:02:06 UTC |
| Report deadline | 10 Nov 2020, 17:32:06 UTC |
| Received | 10 Nov 2020, 6:01:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 51 min 39 sec |
| CPU time | 50 min 10 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.93 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 RTX 2060 SUPER) [2020-11-10 06:09:47 main:435] : INFO : Set logging level to 1 [2020-11-10 06:09:47 main:441] : INFO : Running in BOINC Client mode [2020-11-10 06:09:47 main:444] : INFO : Resolving all filenames [2020-11-10 06:09:47 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 (exists = 1) [2020-11-10 06:09:47 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-1604947493-21938-0_1_r1972598311_1 (exists = 0) [2020-11-10 06:09:47 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-1604947493-21938-0_1_r1972598311_0 (exists = 0) [2020-11-10 06:09:47 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-10 06:09:47 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 06:09:47 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 [2020-11-10 06:09:47 main:474] : INFO : Configuration: [2020-11-10 06:09:47 main:475] : INFO : Model type: LSTM [2020-11-10 06:09:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 06:09:47 main:477] : INFO : Max Epochs: 192 [2020-11-10 06:09:47 main:478] : INFO : Batch Size: 32 [2020-11-10 06:09:47 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 06:09:47 main:480] : INFO : Patience: 10 [2020-11-10 06:09:47 main:481] : INFO : Hidden Width: 64 [2020-11-10 06:09:47 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 06:09:47 main:483] : INFO : # Backend Layers: 2 [2020-11-10 06:09:47 main:484] : INFO : # Threads: 1 [2020-11-10 06:09:47 main:486] : INFO : Preparing Dataset [2020-11-10 06:09:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 into memory [2020-11-10 06:09:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 into memory [2020-11-10 06:09:53 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 06:09:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 into memory [2020-11-10 06:09:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0075-train-val-dataset.hdf5 into memory [2020-11-10 06:09:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 06:09:53 main:494] : INFO : Creating Model [2020-11-10 06:09:53 main:507] : INFO : Preparing config file [2020-11-10 06:09:54 main:519] : INFO : Creating new config file [2020-11-10 06:09:59 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 06:09:59 main:562] : INFO : Starting Training [2020-11-10 06:10:16 main:574] : INFO : Epoch 1 | loss: 0.0661167 | val_loss: 0.0658812 | Time: 17229 ms [2020-11-10 06:10:32 main:574] : INFO : Epoch 2 | loss: 0.065122 | val_loss: 0.0641319 | Time: 15886.9 ms [2020-11-10 06:10:48 main:574] : INFO : Epoch 3 | loss: 0.0619017 | val_loss: 0.0598071 | Time: 16128.1 ms [2020-11-10 06:11:04 main:574] : INFO : Epoch 4 | loss: 0.0581215 | val_loss: 0.0567003 | Time: 15706.8 ms [2020-11-10 06:11:20 main:574] : INFO : Epoch 5 | loss: 0.0554665 | val_loss: 0.0545342 | Time: 15838.3 ms [2020-11-10 06:11:36 main:574] : INFO : Epoch 6 | loss: 0.0534525 | val_loss: 0.0527204 | Time: 15812.3 ms [2020-11-10 06:11:51 main:574] : INFO : Epoch 7 | loss: 0.0516512 | val_loss: 0.0509558 | Time: 15832.1 ms [2020-11-10 06:12:07 main:574] : INFO : Epoch 8 | loss: 0.0498955 | val_loss: 0.0493798 | Time: 15837 ms [2020-11-10 06:12:23 main:574] : INFO : Epoch 9 | loss: 0.0481029 | val_loss: 0.0475661 | Time: 15917.2 ms [2020-11-10 06:12:39 main:574] : INFO : Epoch 10 | loss: 0.0461364 | val_loss: 0.0454863 | Time: 15731.5 ms [2020-11-10 06:12:55 main:574] : INFO : Epoch 11 | loss: 0.0440006 | val_loss: 0.0435154 | Time: 15649.4 ms [2020-11-10 06:13:10 main:574] : INFO : Epoch 12 | loss: 0.0417133 | val_loss: 0.0410516 | Time: 15688.8 ms [2020-11-10 06:13:26 main:574] : INFO : Epoch 13 | loss: 0.0392023 | val_loss: 0.0387823 | Time: 15806.5 ms [2020-11-10 06:13:42 main:574] : INFO : Epoch 14 | loss: 0.0364602 | val_loss: 0.0372262 | Time: 15659 ms [2020-11-10 06:13:58 main:574] : INFO : Epoch 15 | loss: 0.0335939 | val_loss: 0.0331793 | Time: 15656.5 ms [2020-11-10 06:14:14 main:574] : INFO : Epoch 16 | loss: 0.0305584 | val_loss: 0.0295679 | Time: 15765.3 ms [2020-11-10 06:14:29 main:574] : INFO : Epoch 17 | loss: 0.0272723 | val_loss: 0.0292923 | Time: 15831.4 ms [2020-11-10 06:14:45 main:574] : INFO : Epoch 18 | loss: 0.0306999 | val_loss: 0.0381198 | Time: 15898.6 ms [2020-11-10 06:15:01 main:574] : INFO : Epoch 19 | loss: 0.0248838 | val_loss: 0.0227287 | Time: 15761.8 ms [2020-11-10 06:15:17 main:574] : INFO : Epoch 20 | loss: 0.0222511 | val_loss: 0.0218499 | Time: 15934.5 ms [2020-11-10 06:15:33 main:574] : INFO : Epoch 21 | loss: 0.018486 | val_loss: 0.0186128 | Time: 15709.5 ms [2020-11-10 06:15:49 main:574] : INFO : Epoch 22 | loss: 0.0160329 | val_loss: 0.0142972 | Time: 15668.4 ms [2020-11-10 06:16:04 main:574] : INFO : Epoch 23 | loss: 0.0130357 | val_loss: 0.0155895 | Time: 15868.7 ms [2020-11-10 06:16:20 main:574] : INFO : Epoch 24 | loss: 0.0163663 | val_loss: 0.0151357 | Time: 15957 ms [2020-11-10 06:16:36 main:574] : INFO : Epoch 25 | loss: 0.0119555 | val_loss: 0.0105093 | Time: 15842.1 ms [2020-11-10 06:16:52 main:574] : INFO : Epoch 26 | loss: 0.0116021 | val_loss: 0.00948867 | Time: 15621 ms [2020-11-10 06:17:08 main:574] : INFO : Epoch 27 | loss: 0.00868087 | val_loss: 0.00843125 | Time: 15725.4 ms [2020-11-10 06:17:24 main:574] : INFO : Epoch 28 | loss: 0.00787882 | val_loss: 0.00865665 | Time: 15840.9 ms [2020-11-10 06:17:40 main:574] : INFO : Epoch 29 | loss: 0.0162934 | val_loss: 0.0595155 | Time: 15782.3 ms [2020-11-10 06:17:55 main:574] : INFO : Epoch 30 | loss: 0.0498283 | val_loss: 0.0351943 | Time: 15610.7 ms [2020-11-10 06:18:11 main:574] : INFO : Epoch 31 | loss: 0.0193798 | val_loss: 0.0121108 | Time: 15702.2 ms [2020-11-10 06:18:27 main:574] : INFO : Epoch 32 | loss: 0.00912552 | val_loss: 0.0100923 | Time: 15734.1 ms [2020-11-10 06:18:43 main:574] : INFO : Epoch 33 | loss: 0.00933181 | val_loss: 0.00781209 | Time: 15793.8 ms [2020-11-10 06:18:58 main:574] : INFO : Epoch 34 | loss: 0.0105835 | val_loss: 0.00886602 | Time: 15664.7 ms [2020-11-10 06:19:14 main:574] : INFO : Epoch 35 | loss: 0.00744933 | val_loss: 0.00702897 | Time: 15759.3 ms [2020-11-10 06:19:30 main:574] : INFO : Epoch 36 | loss: 0.00670638 | val_loss: 0.00695488 | Time: 15916.1 ms [2020-11-10 06:19:46 main:574] : INFO : Epoch 37 | loss: 0.0062315 | val_loss: 0.0062075 | Time: 15867.6 ms [2020-11-10 06:20:02 main:574] : INFO : Epoch 38 | loss: 0.00591493 | val_loss: 0.00601305 | Time: 15794.4 ms [2020-11-10 06:20:18 main:574] : INFO : Epoch 39 | loss: 0.00563707 | val_loss: 0.00571519 | Time: 15809.8 ms [2020-11-10 06:20:34 main:574] : INFO : Epoch 40 | loss: 0.0054102 | val_loss: 0.00542415 | Time: 15947.5 ms [2020-11-10 06:20:49 main:574] : INFO : Epoch 41 | loss: 0.0052089 | val_loss: 0.00522101 | Time: 15749.9 ms [2020-11-10 06:21:05 main:574] : INFO : Epoch 42 | loss: 0.00501745 | val_loss: 0.00501549 | Time: 15476.7 ms [2020-11-10 06:21:21 main:574] : INFO : Epoch 43 | loss: 0.0048349 | val_loss: 0.00482926 | Time: 15926.2 ms [2020-11-10 06:21:37 main:574] : INFO : Epoch 44 | loss: 0.00465674 | val_loss: 0.00464907 | Time: 15815.3 ms [2020-11-10 06:21:53 main:574] : INFO : Epoch 45 | loss: 0.004487 | val_loss: 0.00447613 | Time: 15717.3 ms [2020-11-10 06:22:08 main:574] : INFO : Epoch 46 | loss: 0.00431834 | val_loss: 0.00430646 | Time: 15550.8 ms [2020-11-10 06:22:24 main:574] : INFO : Epoch 47 | loss: 0.00415281 | val_loss: 0.00414113 | Time: 15798.4 ms [2020-11-10 06:22:40 main:574] : INFO : Epoch 48 | loss: 0.00399181 | val_loss: 0.00397878 | Time: 15623.2 ms [2020-11-10 06:22:55 main:574] : INFO : Epoch 49 | loss: 0.00383576 | val_loss: 0.00382336 | Time: 15811 ms [2020-11-10 06:23:11 main:574] : INFO : Epoch 50 | loss: 0.00368313 | val_loss: 0.00366348 | Time: 15753.9 ms [2020-11-10 06:23:27 main:574] : INFO : Epoch 51 | loss: 0.00353425 | val_loss: 0.00351929 | Time: 15779.4 ms [2020-11-10 06:23:43 main:574] : INFO : Epoch 52 | loss: 0.00338927 | val_loss: 0.00336776 | Time: 15820.5 ms [2020-11-10 06:23:59 main:574] : INFO : Epoch 53 | loss: 0.00324673 | val_loss: 0.00322651 | Time: 15811.7 ms [2020-11-10 06:24:15 main:574] : INFO : Epoch 54 | loss: 0.00310795 | val_loss: 0.00309109 | Time: 16442.5 ms [2020-11-10 06:24:31 main:574] : INFO : Epoch 55 | loss: 0.00297361 | val_loss: 0.00295208 | Time: 15910.3 ms [2020-11-10 06:24:47 main:574] : INFO : Epoch 56 | loss: 0.00284107 | val_loss: 0.00282217 | Time: 15830.8 ms [2020-11-10 06:25:03 main:574] : INFO : Epoch 57 | loss: 0.00271447 | val_loss: 0.00269508 | Time: 15667.3 ms [2020-11-10 06:25:19 main:574] : INFO : Epoch 58 | loss: 0.00259152 | val_loss: 0.00257391 | Time: 15764.7 ms [2020-11-10 06:25:35 main:574] : INFO : Epoch 59 | loss: 0.00247219 | val_loss: 0.00245218 | Time: 15845.1 ms [2020-11-10 06:25:50 main:574] : INFO : Epoch 60 | loss: 0.00235696 | val_loss: 0.00234052 | Time: 15762.7 ms [2020-11-10 06:26:06 main:574] : INFO : Epoch 61 | loss: 0.00224563 | val_loss: 0.00222684 | Time: 15734.7 ms [2020-11-10 06:26:22 main:574] : INFO : Epoch 62 | loss: 0.00213866 | val_loss: 0.00212193 | Time: 15776.5 ms [2020-11-10 06:26:38 main:574] : INFO : Epoch 63 | loss: 0.00203506 | val_loss: 0.00201846 | Time: 15748.5 ms [2020-11-10 06:26:54 main:574] : INFO : Epoch 64 | loss: 0.00193648 | val_loss: 0.00191828 | Time: 15908.2 ms [2020-11-10 06:27:10 main:574] : INFO : Epoch 65 | loss: 0.00184055 | val_loss: 0.00182342 | Time: 15889.6 ms [2020-11-10 06:27:26 main:574] : INFO : Epoch 66 | loss: 0.00174944 | val_loss: 0.00173426 | Time: 15873.5 ms [2020-11-10 06:27:41 main:574] : INFO : Epoch 67 | loss: 0.00166219 | val_loss: 0.00164737 | Time: 15833.1 ms [2020-11-10 06:27:57 main:574] : INFO : Epoch 68 | loss: 0.00157863 | val_loss: 0.00156217 | Time: 15828.9 ms [2020-11-10 06:28:13 main:574] : INFO : Epoch 69 | loss: 0.00149886 | val_loss: 0.00148548 | Time: 15867.3 ms [2020-11-10 06:28:29 main:574] : INFO : Epoch 70 | loss: 0.00142342 | val_loss: 0.00141089 | Time: 15921.8 ms [2020-11-10 06:28:45 main:574] : INFO : Epoch 71 | loss: 0.00135109 | val_loss: 0.00133629 | Time: 15826.9 ms [2020-11-10 06:29:01 main:574] : INFO : Epoch 72 | loss: 0.00128199 | val_loss: 0.00126967 | Time: 15837.3 ms [2020-11-10 06:29:17 main:574] : INFO : Epoch 73 | loss: 0.00121548 | val_loss: 0.00120477 | Time: 16164.4 ms [2020-11-10 06:29:33 main:574] : INFO : Epoch 74 | loss: 0.0011519 | val_loss: 0.00114361 | Time: 16052.9 ms [2020-11-10 06:29:50 main:574] : INFO : Epoch 75 | loss: 0.00109189 | val_loss: 0.00108244 | Time: 16292.1 ms [2020-11-10 06:30:06 main:574] : INFO : Epoch 76 | loss: 0.0010346 | val_loss: 0.00102569 | Time: 16137.4 ms [2020-11-10 06:30:22 main:574] : INFO : Epoch 77 | loss: 0.000980128 | val_loss: 0.00097136 | Time: 16249.3 ms [2020-11-10 06:30:38 main:574] : INFO : Epoch 78 | loss: 0.000929309 | val_loss: 0.000922147 | Time: 16398.2 ms [2020-11-10 06:30:55 main:574] : INFO : Epoch 79 | loss: 0.000880409 | val_loss: 0.000871075 | Time: 16368.2 ms [2020-11-10 06:31:11 main:574] : INFO : Epoch 80 | loss: 0.000833368 | val_loss: 0.000825434 | Time: 16357.2 ms [2020-11-10 06:31:28 main:574] : INFO : Epoch 81 | loss: 0.000789369 | val_loss: 0.000782182 | Time: 16241.3 ms [2020-11-10 06:31:44 main:574] : INFO : Epoch 82 | loss: 0.000747069 | val_loss: 0.000741773 | Time: 16399.1 ms [2020-11-10 06:32:00 main:574] : INFO : Epoch 83 | loss: 0.000707829 | val_loss: 0.000702295 | Time: 16342.9 ms [2020-11-10 06:32:17 main:574] : INFO : Epoch 84 | loss: 0.000669936 | val_loss: 0.000662592 | Time: 16288.3 ms [2020-11-10 06:32:33 main:574] : INFO : Epoch 85 | loss: 0.000634708 | val_loss: 0.000628817 | Time: 16174.8 ms [2020-11-10 06:32:49 main:574] : INFO : Epoch 86 | loss: 0.000601456 | val_loss: 0.000595569 | Time: 16337.3 ms [2020-11-10 06:33:06 main:574] : INFO : Epoch 87 | loss: 0.000568467 | val_loss: 0.00056525 | Time: 16181.6 ms [2020-11-10 06:33:22 main:574] : INFO : Epoch 88 | loss: 0.000539563 | val_loss: 0.000535827 | Time: 16226 ms [2020-11-10 06:33:38 main:574] : INFO : Epoch 89 | loss: 0.00051037 | val_loss: 0.000507902 | Time: 16231.2 ms [2020-11-10 06:33:54 main:574] : INFO : Epoch 90 | loss: 0.000485074 | val_loss: 0.000483268 | Time: 16218.7 ms [2020-11-10 06:34:10 main:574] : INFO : Epoch 91 | loss: 0.000459419 | val_loss: 0.00045687 | Time: 16062.8 ms [2020-11-10 06:34:27 main:574] : INFO : Epoch 92 | loss: 0.0004365 | val_loss: 0.000433592 | Time: 16116.1 ms [2020-11-10 06:34:43 main:574] : INFO : Epoch 93 | loss: 0.000413928 | val_loss: 0.000413798 | Time: 16367.5 ms [2020-11-10 06:34:59 main:574] : INFO : Epoch 94 | loss: 0.000392994 | val_loss: 0.0003914 | Time: 16238 ms [2020-11-10 06:35:16 main:574] : INFO : Epoch 95 | loss: 0.000373724 | val_loss: 0.000372333 | Time: 16242.3 ms [2020-11-10 06:35:32 main:574] : INFO : Epoch 96 | loss: 0.000355198 | val_loss: 0.00035469 | Time: 16368.6 ms [2020-11-10 06:35:48 main:574] : INFO : Epoch 97 | loss: 0.000337446 | val_loss: 0.000336362 | Time: 16155.4 ms [2020-11-10 06:36:05 main:574] : INFO : Epoch 98 | loss: 0.00032097 | val_loss: 0.00032031 | Time: 16411.6 ms [2020-11-10 06:36:21 main:574] : INFO : Epoch 99 | loss: 0.000305323 | val_loss: 0.000304145 | Time: 16301.4 ms [2020-11-10 06:36:38 main:574] : INFO : Epoch 100 | loss: 0.000291035 | val_loss: 0.00029217 | Time: 16474.7 ms [2020-11-10 06:36:54 main:574] : INFO : Epoch 101 | loss: 0.000276879 | val_loss: 0.000278445 | Time: 16382.8 ms [2020-11-10 06:37:10 main:574] : INFO : Epoch 102 | loss: 0.000263665 | val_loss: 0.000264111 | Time: 16350 ms [2020-11-10 06:37:27 main:574] : INFO : Epoch 103 | loss: 0.000251028 | val_loss: 0.000255162 | Time: 16333 ms [2020-11-10 06:37:43 main:574] : INFO : Epoch 104 | loss: 0.000239614 | val_loss: 0.000239061 | Time: 16293.7 ms [2020-11-10 06:37:59 main:574] : INFO : Epoch 105 | loss: 0.000228152 | val_loss: 0.000230904 | Time: 16218 ms [2020-11-10 06:38:16 main:574] : INFO : Epoch 106 | loss: 0.000218542 | val_loss: 0.00021954 | Time: 16281 ms [2020-11-10 06:38:32 main:574] : INFO : Epoch 107 | loss: 0.000207645 | val_loss: 0.000209169 | Time: 16187.7 ms [2020-11-10 06:38:48 main:574] : INFO : Epoch 108 | loss: 0.000198559 | val_loss: 0.000199959 | Time: 16461 ms [2020-11-10 06:39:05 main:574] : INFO : Epoch 109 | loss: 0.000189502 | val_loss: 0.000189993 | Time: 16199.3 ms [2020-11-10 06:39:21 main:574] : INFO : Epoch 110 | loss: 0.000181039 | val_loss: 0.000183532 | Time: 16176.6 ms [2020-11-10 06:39:37 main:574] : INFO : Epoch 111 | loss: 0.000173079 | val_loss: 0.000173242 | Time: 16328.7 ms [2020-11-10 06:39:54 main:574] : INFO : Epoch 112 | loss: 0.000165258 | val_loss: 0.000164762 | Time: 16197.5 ms [2020-11-10 06:40:10 main:574] : INFO : Epoch 113 | loss: 0.00015817 | val_loss: 0.000157909 | Time: 16266.6 ms [2020-11-10 06:40:26 main:574] : INFO : Epoch 114 | loss: 0.00015109 | val_loss: 0.000152217 | Time: 16261.4 ms [2020-11-10 06:40:43 main:574] : INFO : Epoch 115 | loss: 0.000144871 | val_loss: 0.000145279 | Time: 16420.3 ms [2020-11-10 06:40:59 main:574] : INFO : Epoch 116 | loss: 0.000139164 | val_loss: 0.000140531 | Time: 16616 ms [2020-11-10 06:41:16 main:574] : INFO : Epoch 117 | loss: 0.000133527 | val_loss: 0.00013269 | Time: 16283.6 ms [2020-11-10 06:41:32 main:574] : INFO : Epoch 118 | loss: 0.000126719 | val_loss: 0.000130025 | Time: 16309.5 ms [2020-11-10 06:41:48 main:574] : INFO : Epoch 119 | loss: 0.000121663 | val_loss: 0.00012248 | Time: 16323.4 ms [2020-11-10 06:42:05 main:574] : INFO : Epoch 120 | loss: 0.000116602 | val_loss: 0.000118723 | Time: 16225.6 ms [2020-11-10 06:42:21 main:574] : INFO : Epoch 121 | loss: 0.000112094 | val_loss: 0.000111433 | Time: 16157.7 ms [2020-11-10 06:42:37 main:574] : INFO : Epoch 122 | loss: 0.000107323 | val_loss: 0.000108344 | Time: 16225.5 ms [2020-11-10 06:42:53 main:574] : INFO : Epoch 123 | loss: 0.00010297 | val_loss: 0.00010351 | Time: 16349.4 ms [2020-11-10 06:43:10 main:574] : INFO : Epoch 124 | loss: 9.9101e-05 | val_loss: 0.000101688 | Time: 16355.7 ms [2020-11-10 06:43:26 main:574] : INFO : Epoch 125 | loss: 9.51805e-05 | val_loss: 9.56618e-05 | Time: 16272.3 ms [2020-11-10 06:43:43 main:574] : INFO : Epoch 126 | loss: 9.15471e-05 | val_loss: 9.14188e-05 | Time: 16285 ms [2020-11-10 06:43:59 main:574] : INFO : Epoch 127 | loss: 8.8242e-05 | val_loss: 8.91365e-05 | Time: 16247.2 ms [2020-11-10 06:44:15 main:574] : INFO : Epoch 128 | loss: 8.46243e-05 | val_loss: 8.59636e-05 | Time: 16509.1 ms [2020-11-10 06:44:32 main:574] : INFO : Epoch 129 | loss: 8.19737e-05 | val_loss: 8.19442e-05 | Time: 16082.1 ms [2020-11-10 06:44:47 main:574] : INFO : Epoch 130 | loss: 7.86766e-05 | val_loss: 7.92557e-05 | Time: 15803.6 ms [2020-11-10 06:45:03 main:574] : INFO : Epoch 131 | loss: 7.59232e-05 | val_loss: 7.77827e-05 | Time: 15797.8 ms [2020-11-10 06:45:19 main:574] : INFO : Epoch 132 | loss: 7.31822e-05 | val_loss: 7.36516e-05 | Time: 15843 ms [2020-11-10 06:45:35 main:574] : INFO : Epoch 133 | loss: 7.07526e-05 | val_loss: 7.11436e-05 | Time: 15861.9 ms [2020-11-10 06:45:51 main:574] : INFO : Epoch 134 | loss: 6.84401e-05 | val_loss: 7.01007e-05 | Time: 15894.4 ms [2020-11-10 06:46:07 main:574] : INFO : Epoch 135 | loss: 6.59694e-05 | val_loss: 6.82974e-05 | Time: 15861.7 ms [2020-11-10 06:46:23 main:574] : INFO : Epoch 136 | loss: 6.41973e-05 | val_loss: 6.47101e-05 | Time: 15802.6 ms [2020-11-10 06:46:38 main:574] : INFO : Epoch 137 | loss: 6.17952e-05 | val_loss: 6.24414e-05 | Time: 15753.5 ms [2020-11-10 06:46:54 main:574] : INFO : Epoch 138 | loss: 5.94563e-05 | val_loss: 5.94903e-05 | Time: 15659.4 ms [2020-11-10 06:47:10 main:574] : INFO : Epoch 139 | loss: 5.79531e-05 | val_loss: 5.90385e-05 | Time: 15900.5 ms [2020-11-10 06:47:26 main:574] : INFO : Epoch 140 | loss: 5.66279e-05 | val_loss: 5.66118e-05 | Time: 15867 ms [2020-11-10 06:47:42 main:574] : INFO : Epoch 141 | loss: 5.46014e-05 | val_loss: 5.51807e-05 | Time: 15846.9 ms [2020-11-10 06:47:58 main:574] : INFO : Epoch 142 | loss: 5.27742e-05 | val_loss: 5.39995e-05 | Time: 15775.2 ms [2020-11-10 06:48:14 main:574] : INFO : Epoch 143 | loss: 5.1727e-05 | val_loss: 5.1839e-05 | Time: 15801.3 ms [2020-11-10 06:48:30 main:574] : INFO : Epoch 144 | loss: 5.00502e-05 | val_loss: 5.11922e-05 | Time: 15982.7 ms [2020-11-10 06:48:46 main:574] : INFO : Epoch 145 | loss: 4.8922e-05 | val_loss: 4.87361e-05 | Time: 15939.7 ms [2020-11-10 06:49:02 main:574] : INFO : Epoch 146 | loss: 4.68476e-05 | val_loss: 4.76323e-05 | Time: 15879.6 ms [2020-11-10 06:49:17 main:574] : INFO : Epoch 147 | loss: 4.6067e-05 | val_loss: 4.6544e-05 | Time: 15923.9 ms [2020-11-10 06:49:33 main:574] : INFO : Epoch 148 | loss: 4.50505e-05 | val_loss: 4.47241e-05 | Time: 15809.6 ms [2020-11-10 06:49:49 main:574] : INFO : Epoch 149 | loss: 4.3127e-05 | val_loss: 4.47393e-05 | Time: 15657.4 ms [2020-11-10 06:50:05 main:574] : INFO : Epoch 150 | loss: 4.22647e-05 | val_loss: 4.31763e-05 | Time: 15817.8 ms [2020-11-10 06:50:21 main:574] : INFO : Epoch 151 | loss: 4.19341e-05 | val_loss: 4.31029e-05 | Time: 15877.7 ms [2020-11-10 06:50:37 main:574] : INFO : Epoch 152 | loss: 4.02401e-05 | val_loss: 4.06463e-05 | Time: 15648.1 ms [2020-11-10 06:50:52 main:574] : INFO : Epoch 153 | loss: 3.9304e-05 | val_loss: 4.01146e-05 | Time: 15767.9 ms [2020-11-10 06:51:08 main:574] : INFO : Epoch 154 | loss: 3.80695e-05 | val_loss: 3.85944e-05 | Time: 15927.3 ms [2020-11-10 06:51:24 main:574] : INFO : Epoch 155 | loss: 3.75332e-05 | val_loss: 3.88422e-05 | Time: 15889.5 ms [2020-11-10 06:51:40 main:574] : INFO : Epoch 156 | loss: 3.63782e-05 | val_loss: 3.68234e-05 | Time: 15781.2 ms [2020-11-10 06:51:56 main:574] : INFO : Epoch 157 | loss: 3.61443e-05 | val_loss: 3.70467e-05 | Time: 15767.1 ms [2020-11-10 06:52:12 main:574] : INFO : Epoch 158 | loss: 3.45651e-05 | val_loss: 3.63094e-05 | Time: 15844 ms [2020-11-10 06:52:28 main:574] : INFO : Epoch 159 | loss: 3.40161e-05 | val_loss: 3.39366e-05 | Time: 15892.4 ms [2020-11-10 06:52:44 main:574] : INFO : Epoch 160 | loss: 3.38283e-05 | val_loss: 3.37577e-05 | Time: 15833.7 ms [2020-11-10 06:53:00 main:574] : INFO : Epoch 161 | loss: 3.28563e-05 | val_loss: 3.34756e-05 | Time: 15880.1 ms [2020-11-10 06:53:15 main:574] : INFO : Epoch 162 | loss: 3.17493e-05 | val_loss: 3.18379e-05 | Time: 15878.8 ms [2020-11-10 06:53:31 main:574] : INFO : Epoch 163 | loss: 3.13403e-05 | val_loss: 3.20178e-05 | Time: 15820.2 ms [2020-11-10 06:53:47 main:574] : INFO : Epoch 164 | loss: 3.05427e-05 | val_loss: 3.15571e-05 | Time: 15804.8 ms [2020-11-10 06:54:03 main:574] : INFO : Epoch 165 | loss: 3.02946e-05 | val_loss: 3.12984e-05 | Time: 15777.2 ms [2020-11-10 06:54:19 main:574] : INFO : Epoch 166 | loss: 2.91767e-05 | val_loss: 3.01711e-05 | Time: 15843.6 ms [2020-11-10 06:54:35 main:574] : INFO : Epoch 167 | loss: 2.86857e-05 | val_loss: 2.85215e-05 | Time: 15851.2 ms [2020-11-10 06:54:51 main:574] : INFO : Epoch 168 | loss: 2.82989e-05 | val_loss: 2.85017e-05 | Time: 15852.5 ms [2020-11-10 06:55:07 main:574] : INFO : Epoch 169 | loss: 2.79816e-05 | val_loss: 2.82971e-05 | Time: 15783.6 ms [2020-11-10 06:55:23 main:574] : INFO : Epoch 170 | loss: 2.67486e-05 | val_loss: 2.78669e-05 | Time: 16004 ms [2020-11-10 06:55:39 main:574] : INFO : Epoch 171 | loss: 2.66598e-05 | val_loss: 2.70789e-05 | Time: 15845.6 ms [2020-11-10 06:55:54 main:574] : INFO : Epoch 172 | loss: 2.62015e-05 | val_loss: 2.63657e-05 | Time: 15782.3 ms [2020-11-10 06:56:10 main:574] : INFO : Epoch 173 | loss: 2.55122e-05 | val_loss: 2.71891e-05 | Time: 15876.7 ms [2020-11-10 06:56:26 main:574] : INFO : Epoch 174 | loss: 2.552e-05 | val_loss: 2.64207e-05 | Time: 15842 ms [2020-11-10 06:56:42 main:574] : INFO : Epoch 175 | loss: 2.48786e-05 | val_loss: 2.5148e-05 | Time: 15914.8 ms [2020-11-10 06:56:58 main:574] : INFO : Epoch 176 | loss: 2.44876e-05 | val_loss: 2.72492e-05 | Time: 15865.3 ms [2020-11-10 06:57:14 main:574] : INFO : Epoch 177 | loss: 2.41182e-05 | val_loss: 2.51243e-05 | Time: 15946.6 ms [2020-11-10 06:57:30 main:574] : INFO : Epoch 178 | loss: 2.35745e-05 | val_loss: 2.3113e-05 | Time: 15879.7 ms [2020-11-10 06:57:46 main:574] : INFO : Epoch 179 | loss: 2.29054e-05 | val_loss: 2.3656e-05 | Time: 15970.3 ms [2020-11-10 06:58:02 main:574] : INFO : Epoch 180 | loss: 2.28696e-05 | val_loss: 2.23647e-05 | Time: 15908.2 ms [2020-11-10 06:58:18 main:574] : INFO : Epoch 181 | loss: 2.2472e-05 | val_loss: 2.27179e-05 | Time: 15728.4 ms [2020-11-10 06:58:34 main:574] : INFO : Epoch 182 | loss: 2.18557e-05 | val_loss: 2.18747e-05 | Time: 15957.5 ms [2020-11-10 06:58:49 main:574] : INFO : Epoch 183 | loss: 2.17154e-05 | val_loss: 2.24561e-05 | Time: 15717.6 ms [2020-11-10 06:59:05 main:574] : INFO : Epoch 184 | loss: 2.13134e-05 | val_loss: 2.19156e-05 | Time: 15756.4 ms [2020-11-10 06:59:21 main:574] : INFO : Epoch 185 | loss: 2.11952e-05 | val_loss: 2.12882e-05 | Time: 15921.2 ms [2020-11-10 06:59:37 main:574] : INFO : Epoch 186 | loss: 2.07088e-05 | val_loss: 2.09225e-05 | Time: 15959.2 ms [2020-11-10 06:59:53 main:574] : INFO : Epoch 187 | loss: 2.00275e-05 | val_loss: 2.03549e-05 | Time: 15622.5 ms [2020-11-10 07:00:09 main:574] : INFO : Epoch 188 | loss: 2.0515e-05 | val_loss: 2.1319e-05 | Time: 15857.8 ms [2020-11-10 07:00:25 main:574] : INFO : Epoch 189 | loss: 1.94917e-05 | val_loss: 1.9556e-05 | Time: 15773.3 ms [2020-11-10 07:00:41 main:574] : INFO : Epoch 190 | loss: 1.96379e-05 | val_loss: 2.06046e-05 | Time: 15880.6 ms [2020-11-10 07:00:57 main:574] : INFO : Epoch 191 | loss: 1.9032e-05 | val_loss: 1.99668e-05 | Time: 15930.6 ms [2020-11-10 07:01:13 main:574] : INFO : Epoch 192 | loss: 1.91577e-05 | val_loss: 1.83734e-05 | Time: 15951.7 ms [2020-11-10 07:01:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.83734e-05 [2020-11-10 07:01:13 main:603] : INFO : Saving end state to config to file [2020-11-10 07:01:13 main:608] : INFO : Success, exiting.. 07:01:13 (6384): 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)