Task 3182172
| Name | EightBitModified-1606530292-27039-2_0 |
| Workunit | 1476604 |
| Created | 5 Dec 2020, 13:04:48 UTC |
| Sent | 6 Dec 2020, 6:51:12 UTC |
| Report deadline | 13 Dec 2020, 6:51:12 UTC |
| Received | 6 Dec 2020, 8:34:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 38 sec |
| CPU time | 51 min 36 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 526 | loss: 0.000166658 | val_loss: 0.000143876 | Time: 3022.07 ms [2020-12-06 08:17:56 main:581] : INFO : Epoch 527 | loss: 0.000110879 | val_loss: 0.00011471 | Time: 3022.8 ms [2020-12-06 08:17:59 main:581] : INFO : Epoch 528 | loss: 9.87331e-05 | val_loss: 0.000117198 | Time: 3021.58 ms [2020-12-06 08:18:02 main:581] : INFO : Epoch 529 | loss: 0.000127797 | val_loss: 0.000189017 | Time: 3021.68 ms [2020-12-06 08:18:05 main:581] : INFO : Epoch 530 | loss: 0.000136354 | val_loss: 0.000122325 | Time: 3022.31 ms [2020-12-06 08:18:08 main:581] : INFO : Epoch 531 | loss: 0.000101805 | val_loss: 0.000111271 | Time: 3023.57 ms [2020-12-06 08:18:11 main:581] : INFO : Epoch 532 | loss: 9.94587e-05 | val_loss: 0.000131964 | Time: 3020.85 ms [2020-12-06 08:18:14 main:581] : INFO : Epoch 533 | loss: 0.000171114 | val_loss: 0.000140746 | Time: 3022.82 ms [2020-12-06 08:18:17 main:581] : INFO : Epoch 534 | loss: 0.000124685 | val_loss: 0.000119844 | Time: 3020 ms [2020-12-06 08:18:20 main:581] : INFO : Epoch 535 | loss: 0.000100706 | val_loss: 0.000114452 | Time: 3023.03 ms [2020-12-06 08:18:23 main:581] : INFO : Epoch 536 | loss: 0.000100047 | val_loss: 0.000125677 | Time: 3022.95 ms [2020-12-06 08:18:26 main:581] : INFO : Epoch 537 | loss: 0.000123886 | val_loss: 0.000133036 | Time: 3023.81 ms [2020-12-06 08:18:29 main:581] : INFO : Epoch 538 | loss: 0.000114635 | val_loss: 0.000134768 | Time: 3021.7 ms [2020-12-06 08:18:32 main:581] : INFO : Epoch 539 | loss: 0.000114522 | val_loss: 0.000112977 | Time: 3022.6 ms [2020-12-06 08:18:35 main:581] : INFO : Epoch 540 | loss: 0.000102486 | val_loss: 0.000121039 | Time: 3021.59 ms [2020-12-06 08:18:38 main:581] : INFO : Epoch 541 | loss: 0.000129012 | val_loss: 0.00017672 | Time: 3022.12 ms [2020-12-06 08:18:41 main:581] : INFO : Epoch 542 | loss: 0.000172191 | val_loss: 0.000143725 | Time: 3022.36 ms [2020-12-06 08:18:44 main:581] : INFO : Epoch 543 | loss: 0.000110847 | val_loss: 0.00011615 | Time: 3020.43 ms [2020-12-06 08:18:47 main:581] : INFO : Epoch 544 | loss: 9.84081e-05 | val_loss: 0.00011131 | Time: 3022.12 ms [2020-12-06 08:18:50 main:581] : INFO : Epoch 545 | loss: 0.000108964 | val_loss: 0.000146929 | Time: 3023.48 ms [2020-12-06 08:18:53 main:581] : INFO : Epoch 546 | loss: 0.000121953 | val_loss: 0.000124156 | Time: 3021.88 ms [2020-12-06 08:18:56 main:581] : INFO : Epoch 547 | loss: 0.000101888 | val_loss: 0.000114643 | Time: 3021.45 ms [2020-12-06 08:18:59 main:581] : INFO : Epoch 548 | loss: 0.000122251 | val_loss: 0.000153118 | Time: 3023.04 ms [2020-12-06 08:19:02 main:581] : INFO : Epoch 549 | loss: 0.000122919 | val_loss: 0.000151948 | Time: 3022.46 ms [2020-12-06 08:19:05 main:581] : INFO : Epoch 550 | loss: 0.000153906 | val_loss: 0.000137243 | Time: 3021.39 ms [2020-12-06 08:19:08 main:581] : INFO : Epoch 551 | loss: 0.000112788 | val_loss: 0.000130709 | Time: 3022.4 ms [2020-12-06 08:19:11 main:581] : INFO : Epoch 552 | loss: 0.000108752 | val_loss: 0.000120746 | Time: 3023.7 ms [2020-12-06 08:19:14 main:581] : INFO : Epoch 553 | loss: 0.000113356 | val_loss: 0.000119957 | Time: 3022.11 ms [2020-12-06 08:19:17 main:581] : INFO : Epoch 554 | loss: 0.000107886 | val_loss: 0.000124976 | Time: 3021.74 ms [2020-12-06 08:19:20 main:581] : INFO : Epoch 555 | loss: 0.000116833 | val_loss: 0.000173282 | Time: 3022.41 ms [2020-12-06 08:19:23 main:581] : INFO : Epoch 556 | loss: 0.00015841 | val_loss: 0.000134373 | Time: 3022.33 ms [2020-12-06 08:19:26 main:581] : INFO : Epoch 557 | loss: 0.000112334 | val_loss: 0.000112254 | Time: 3021.88 ms [2020-12-06 08:19:30 main:581] : INFO : Epoch 558 | loss: 9.82865e-05 | val_loss: 0.000113358 | Time: 3023.37 ms [2020-12-06 08:19:33 main:581] : INFO : Epoch 559 | loss: 0.000105756 | val_loss: 0.000151207 | Time: 3022.78 ms [2020-12-06 08:19:36 main:581] : INFO : Epoch 560 | loss: 0.000149477 | val_loss: 0.000120749 | Time: 3022.7 ms [2020-12-06 08:19:39 main:581] : INFO : Epoch 561 | loss: 0.000107128 | val_loss: 0.00011958 | Time: 3021.22 ms [2020-12-06 08:19:42 main:581] : INFO : Epoch 562 | loss: 0.000122878 | val_loss: 0.000134836 | Time: 3022.51 ms [2020-12-06 08:19:45 main:581] : INFO : Epoch 563 | loss: 0.000127347 | val_loss: 0.000167148 | Time: 3021.8 ms [2020-12-06 08:19:48 main:581] : INFO : Epoch 564 | loss: 0.00012258 | val_loss: 0.000119711 | Time: 3022.75 ms [2020-12-06 08:19:51 main:581] : INFO : Epoch 565 | loss: 0.000100706 | val_loss: 0.000113834 | Time: 3022.67 ms [2020-12-06 08:19:54 main:581] : INFO : Epoch 566 | loss: 0.000102429 | val_loss: 0.00012949 | Time: 3022.77 ms [2020-12-06 08:19:57 main:581] : INFO : Epoch 567 | loss: 0.000173866 | val_loss: 0.000187841 | Time: 3021.75 ms [2020-12-06 08:20:00 main:581] : INFO : Epoch 568 | loss: 0.000128204 | val_loss: 0.000125993 | Time: 3022.39 ms [2020-12-06 08:20:03 main:581] : INFO : Epoch 569 | loss: 0.00010316 | val_loss: 0.000114183 | Time: 3023.45 ms [2020-12-06 08:20:06 main:581] : INFO : Epoch 570 | loss: 0.00010105 | val_loss: 0.000130165 | Time: 3022.63 ms [2020-12-06 08:20:09 main:581] : INFO : Epoch 571 | loss: 0.000134381 | val_loss: 0.000124442 | Time: 3020.98 ms [2020-12-06 08:20:12 main:581] : INFO : Epoch 572 | loss: 0.000140814 | val_loss: 0.000140084 | Time: 3020.75 ms [2020-12-06 08:20:15 main:581] : INFO : Epoch 573 | loss: 0.000110441 | val_loss: 0.000114588 | Time: 3022.19 ms [2020-12-06 08:20:18 main:581] : INFO : Epoch 574 | loss: 9.98559e-05 | val_loss: 0.000125592 | Time: 3022.16 ms [2020-12-06 08:20:21 main:581] : INFO : Epoch 575 | loss: 0.000113784 | val_loss: 0.00018323 | Time: 3022.58 ms [2020-12-06 08:20:24 main:581] : INFO : Epoch 576 | loss: 0.000156638 | val_loss: 0.000138829 | Time: 3022.55 ms [2020-12-06 08:20:27 main:581] : INFO : Epoch 577 | loss: 0.000107798 | val_loss: 0.00011538 | Time: 3021.57 ms [2020-12-06 08:20:30 main:581] : INFO : Epoch 578 | loss: 9.81114e-05 | val_loss: 0.000115241 | Time: 3022.11 ms [2020-12-06 08:20:33 main:581] : INFO : Epoch 579 | loss: 0.000104977 | val_loss: 0.00011592 | Time: 3020.49 ms [2020-12-06 08:20:36 main:581] : INFO : Epoch 580 | loss: 0.000156261 | val_loss: 0.000187567 | Time: 3021.56 ms [2020-12-06 08:20:39 main:581] : INFO : Epoch 581 | loss: 0.000126539 | val_loss: 0.000118404 | Time: 3021.34 ms [2020-12-06 08:20:42 main:581] : INFO : Epoch 582 | loss: 0.000108165 | val_loss: 0.000140536 | Time: 3022.42 ms [2020-12-06 08:20:45 main:581] : INFO : Epoch 583 | loss: 0.000131503 | val_loss: 0.000123045 | Time: 3022.33 ms [2020-12-06 08:20:48 main:581] : INFO : Epoch 584 | loss: 0.00010229 | val_loss: 0.000111044 | Time: 3021.76 ms [2020-12-06 08:20:51 main:581] : INFO : Epoch 585 | loss: 0.00010929 | val_loss: 0.000175868 | Time: 3022.25 ms [2020-12-06 08:20:54 main:581] : INFO : Epoch 586 | loss: 0.000147227 | val_loss: 0.00013975 | Time: 3021.26 ms [2020-12-06 08:20:57 main:581] : INFO : Epoch 587 | loss: 0.000107553 | val_loss: 0.000112975 | Time: 3022.98 ms [2020-12-06 08:21:00 main:581] : INFO : Epoch 588 | loss: 9.90097e-05 | val_loss: 0.000118166 | Time: 3021.5 ms [2020-12-06 08:21:03 main:581] : INFO : Epoch 589 | loss: 0.000161753 | val_loss: 0.000194333 | Time: 3023.54 ms [2020-12-06 08:21:06 main:581] : INFO : Epoch 590 | loss: 0.000133229 | val_loss: 0.000124474 | Time: 3022.66 ms [2020-12-06 08:21:09 main:581] : INFO : Epoch 591 | loss: 0.000103038 | val_loss: 0.00011288 | Time: 3022.47 ms [2020-12-06 08:21:12 main:581] : INFO : Epoch 592 | loss: 9.70476e-05 | val_loss: 0.000113283 | Time: 3020.73 ms [2020-12-06 08:21:15 main:581] : INFO : Epoch 593 | loss: 0.000139497 | val_loss: 0.00013137 | Time: 3021.99 ms [2020-12-06 08:21:18 main:581] : INFO : Epoch 594 | loss: 0.000110749 | val_loss: 0.00011886 | Time: 3021.43 ms [2020-12-06 08:21:21 main:581] : INFO : Epoch 595 | loss: 0.000103127 | val_loss: 0.000124962 | Time: 3021.16 ms [2020-12-06 08:21:24 main:581] : INFO : Epoch 596 | loss: 0.00010848 | val_loss: 0.000116866 | Time: 3023.05 ms [2020-12-06 08:21:27 main:581] : INFO : Epoch 597 | loss: 0.000144174 | val_loss: 0.000179842 | Time: 3023.15 ms [2020-12-06 08:21:30 main:581] : INFO : Epoch 598 | loss: 0.000124842 | val_loss: 0.000130363 | Time: 3021.93 ms [2020-12-06 08:21:33 main:581] : INFO : Epoch 599 | loss: 0.000102352 | val_loss: 0.00011081 | Time: 3021.97 ms [2020-12-06 08:21:36 main:581] : INFO : Epoch 600 | loss: 0.000100903 | val_loss: 0.000141766 | Time: 3022.19 ms [2020-12-06 08:21:39 main:581] : INFO : Epoch 601 | loss: 0.00016309 | val_loss: 0.000140411 | Time: 3022.95 ms [2020-12-06 08:21:43 main:581] : INFO : Epoch 602 | loss: 0.000113498 | val_loss: 0.000112843 | Time: 3021.97 ms [2020-12-06 08:21:46 main:581] : INFO : Epoch 603 | loss: 0.000103915 | val_loss: 0.000163351 | Time: 3022.99 ms [2020-12-06 08:21:49 main:581] : INFO : Epoch 604 | loss: 0.000149181 | val_loss: 0.000125042 | Time: 3020.48 ms [2020-12-06 08:21:52 main:581] : INFO : Epoch 605 | loss: 0.00010607 | val_loss: 0.000113179 | Time: 3021.72 ms [2020-12-06 08:21:55 main:581] : INFO : Epoch 606 | loss: 0.00010057 | val_loss: 0.000123576 | Time: 3021.6 ms [2020-12-06 08:21:58 main:581] : INFO : Epoch 607 | loss: 0.000129689 | val_loss: 0.000122176 | Time: 3021.78 ms [2020-12-06 08:22:01 main:581] : INFO : Epoch 608 | loss: 0.00010894 | val_loss: 0.00012811 | Time: 3022.81 ms [2020-12-06 08:22:04 main:581] : INFO : Epoch 609 | loss: 0.000119329 | val_loss: 0.00017153 | Time: 3022.2 ms [2020-12-06 08:22:07 main:581] : INFO : Epoch 610 | loss: 0.000137862 | val_loss: 0.000117849 | Time: 3021.91 ms [2020-12-06 08:22:10 main:581] : INFO : Epoch 611 | loss: 0.000110425 | val_loss: 0.000119569 | Time: 3020.9 ms [2020-12-06 08:22:13 main:581] : INFO : Epoch 612 | loss: 0.000103389 | val_loss: 0.000114949 | Time: 3022.2 ms [2020-12-06 08:22:16 main:581] : INFO : Epoch 613 | loss: 0.000100851 | val_loss: 0.000120533 | Time: 3021.98 ms [2020-12-06 08:22:19 main:581] : INFO : Epoch 614 | loss: 0.000170955 | val_loss: 0.000168765 | Time: 3021.91 ms [2020-12-06 08:22:22 main:581] : INFO : Epoch 615 | loss: 0.000143499 | val_loss: 0.00013522 | Time: 3023.53 ms [2020-12-06 08:22:25 main:581] : INFO : Epoch 616 | loss: 0.000113291 | val_loss: 0.000115831 | Time: 3021.29 ms [2020-12-06 08:22:28 main:581] : INFO : Epoch 617 | loss: 9.95739e-05 | val_loss: 0.000122345 | Time: 3022.13 ms [2020-12-06 08:22:31 main:581] : INFO : Epoch 618 | loss: 0.000110001 | val_loss: 0.000115024 | Time: 3024.06 ms [2020-12-06 08:22:34 main:581] : INFO : Epoch 619 | loss: 0.000110872 | val_loss: 0.000144236 | Time: 3022.19 ms [2020-12-06 08:22:37 main:581] : INFO : Epoch 620 | loss: 0.000113237 | val_loss: 0.00011313 | Time: 3022.54 ms [2020-12-06 08:22:40 main:581] : INFO : Epoch 621 | loss: 0.000101299 | val_loss: 0.000120828 | Time: 3021.06 ms [2020-12-06 08:22:43 main:581] : INFO : Epoch 622 | loss: 0.000125395 | val_loss: 0.000191359 | Time: 3022.14 ms [2020-12-06 08:22:46 main:581] : INFO : Epoch 623 | loss: 0.00014291 | val_loss: 0.000129943 | Time: 3023.38 ms [2020-12-06 08:22:49 main:581] : INFO : Epoch 624 | loss: 0.000106909 | val_loss: 0.000114124 | Time: 3022.84 ms [2020-12-06 08:22:52 main:581] : INFO : Epoch 625 | loss: 9.79348e-05 | val_loss: 0.000116081 | Time: 3022.21 ms [2020-12-06 08:22:55 main:581] : INFO : Epoch 626 | loss: 0.000131745 | val_loss: 0.000131436 | Time: 3022.84 ms [2020-12-06 08:22:58 main:581] : INFO : Epoch 627 | loss: 0.0001417 | val_loss: 0.000273942 | Time: 3020.5 ms [2020-12-06 08:23:01 main:581] : INFO : Epoch 628 | loss: 0.000157868 | val_loss: 0.000140229 | Time: 3021.95 ms [2020-12-06 08:23:04 main:581] : INFO : Epoch 629 | loss: 0.000119612 | val_loss: 0.000115291 | Time: 3022.75 ms [2020-12-06 08:23:07 main:581] : INFO : Epoch 630 | loss: 0.000101363 | val_loss: 0.000116037 | Time: 3021.66 ms [2020-12-06 08:23:10 main:581] : INFO : Epoch 631 | loss: 9.99275e-05 | val_loss: 0.000115575 | Time: 3022.37 ms [2020-12-06 08:23:13 main:581] : INFO : Epoch 632 | loss: 0.000108579 | val_loss: 0.000117271 | Time: 3023.15 ms [2020-12-06 08:23:16 main:581] : INFO : Epoch 633 | loss: 0.000106162 | val_loss: 0.000163002 | Time: 3021.35 ms [2020-12-06 08:23:19 main:581] : INFO : Epoch 634 | loss: 0.00014983 | val_loss: 0.000122609 | Time: 3021.64 ms [2020-12-06 08:23:22 main:581] : INFO : Epoch 635 | loss: 0.000105514 | val_loss: 0.000113734 | Time: 3020.61 ms [2020-12-06 08:23:25 main:581] : INFO : Epoch 636 | loss: 0.000102205 | val_loss: 0.000127785 | Time: 3022.14 ms [2020-12-06 08:23:28 main:581] : INFO : Epoch 637 | loss: 0.000129634 | val_loss: 0.000188338 | Time: 3022.87 ms [2020-12-06 08:23:31 main:581] : INFO : Epoch 638 | loss: 0.000141143 | val_loss: 0.000122335 | Time: 3021.24 ms [2020-12-06 08:23:34 main:581] : INFO : Epoch 639 | loss: 0.000104275 | val_loss: 0.000115404 | Time: 3021.96 ms [2020-12-06 08:23:37 main:581] : INFO : Epoch 640 | loss: 0.000107268 | val_loss: 0.000149146 | Time: 3022.71 ms [2020-12-06 08:23:40 main:581] : INFO : Epoch 641 | loss: 0.000121984 | val_loss: 0.000121382 | Time: 3022.69 ms [2020-12-06 08:23:43 main:581] : INFO : Epoch 642 | loss: 0.000121626 | val_loss: 0.000119881 | Time: 3021.62 ms [2020-12-06 08:23:46 main:581] : INFO : Epoch 643 | loss: 0.000105409 | val_loss: 0.000118965 | Time: 3022.76 ms [2020-12-06 08:23:49 main:581] : INFO : Epoch 644 | loss: 0.000113531 | val_loss: 0.000158497 | Time: 3022.32 ms [2020-12-06 08:23:52 main:581] : INFO : Epoch 645 | loss: 0.00013237 | val_loss: 0.000129953 | Time: 3021.84 ms [2020-12-06 08:23:55 main:581] : INFO : Epoch 646 | loss: 0.000103373 | val_loss: 0.000111661 | Time: 3022.3 ms [2020-12-06 08:23:59 main:581] : INFO : Epoch 647 | loss: 9.85519e-05 | val_loss: 0.000131631 | Time: 3023.3 ms [2020-12-06 08:24:02 main:581] : INFO : Epoch 648 | loss: 0.000182897 | val_loss: 0.000219052 | Time: 3021.67 ms [2020-12-06 08:24:05 main:581] : INFO : Epoch 649 | loss: 0.000155967 | val_loss: 0.00013123 | Time: 3022.2 ms [2020-12-06 08:24:08 main:581] : INFO : Epoch 650 | loss: 0.000103813 | val_loss: 0.000112101 | Time: 3022.1 ms [2020-12-06 08:24:11 main:581] : INFO : Epoch 651 | loss: 9.44968e-05 | val_loss: 0.000107561 | Time: 3021.78 ms [2020-12-06 08:24:14 main:581] : INFO : Epoch 652 | loss: 9.46742e-05 | val_loss: 0.000122901 | Time: 3021.16 ms [2020-12-06 08:24:17 main:581] : INFO : Epoch 653 | loss: 0.000164384 | val_loss: 0.000144842 | Time: 3021.31 ms [2020-12-06 08:24:20 main:581] : INFO : Epoch 654 | loss: 0.000123148 | val_loss: 0.000127145 | Time: 3020.79 ms [2020-12-06 08:24:23 main:581] : INFO : Epoch 655 | loss: 0.000103576 | val_loss: 0.00011351 | Time: 3022.65 ms [2020-12-06 08:24:26 main:581] : INFO : Epoch 656 | loss: 9.95873e-05 | val_loss: 0.000124001 | Time: 3021.61 ms [2020-12-06 08:24:29 main:581] : INFO : Epoch 657 | loss: 0.000107807 | val_loss: 0.000122808 | Time: 3021.63 ms [2020-12-06 08:24:32 main:581] : INFO : Epoch 658 | loss: 0.000138563 | val_loss: 0.000158694 | Time: 3022.46 ms [2020-12-06 08:24:35 main:581] : INFO : Epoch 659 | loss: 0.0001166 | val_loss: 0.000120967 | Time: 3023.12 ms [2020-12-06 08:24:38 main:581] : INFO : Epoch 660 | loss: 0.000101541 | val_loss: 0.00011714 | Time: 3022.94 ms [2020-12-06 08:24:41 main:581] : INFO : Epoch 661 | loss: 0.000137304 | val_loss: 0.000144036 | Time: 3022.75 ms [2020-12-06 08:24:44 main:581] : INFO : Epoch 662 | loss: 0.000113981 | val_loss: 0.000117036 | Time: 3022.68 ms [2020-12-06 08:24:47 main:581] : INFO : Epoch 663 | loss: 9.90616e-05 | val_loss: 0.000110292 | Time: 3021.23 ms [2020-12-06 08:24:50 main:581] : INFO : Epoch 664 | loss: 9.96402e-05 | val_loss: 0.000137715 | Time: 3022.95 ms [2020-12-06 08:24:53 main:581] : INFO : Epoch 665 | loss: 0.000155067 | val_loss: 0.000142376 | Time: 3022.12 ms [2020-12-06 08:24:56 main:581] : INFO : Epoch 666 | loss: 0.00011101 | val_loss: 0.000117508 | Time: 3023.25 ms [2020-12-06 08:24:59 main:581] : INFO : Epoch 667 | loss: 0.000108884 | val_loss: 0.000133649 | Time: 3022.55 ms [2020-12-06 08:25:02 main:581] : INFO : Epoch 668 | loss: 0.000135908 | val_loss: 0.00012445 | Time: 3023.78 ms [2020-12-06 08:25:05 main:581] : INFO : Epoch 669 | loss: 0.000108293 | val_loss: 0.000110996 | Time: 3021.87 ms [2020-12-06 08:25:08 main:581] : INFO : Epoch 670 | loss: 9.86287e-05 | val_loss: 0.00011749 | Time: 3021.49 ms [2020-12-06 08:25:11 main:581] : INFO : Epoch 671 | loss: 0.000148436 | val_loss: 0.000187944 | Time: 3024.4 ms [2020-12-06 08:25:14 main:581] : INFO : Epoch 672 | loss: 0.000140764 | val_loss: 0.000134501 | Time: 3021.22 ms [2020-12-06 08:25:17 main:581] : INFO : Epoch 673 | loss: 0.000106066 | val_loss: 0.000113879 | Time: 3022.46 ms [2020-12-06 08:25:20 main:581] : INFO : Epoch 674 | loss: 0.000104162 | val_loss: 0.000139132 | Time: 3023.05 ms [2020-12-06 08:25:23 main:581] : INFO : Epoch 675 | loss: 0.000116667 | val_loss: 0.000122266 | Time: 3022.29 ms [2020-12-06 08:25:26 main:581] : INFO : Epoch 676 | loss: 0.00010029 | val_loss: 0.000116476 | Time: 3021.51 ms [2020-12-06 08:25:29 main:581] : INFO : Epoch 677 | loss: 0.000132988 | val_loss: 0.000147551 | Time: 3021.33 ms [2020-12-06 08:25:32 main:581] : INFO : Epoch 678 | loss: 0.000117556 | val_loss: 0.000123757 | Time: 3022.26 ms [2020-12-06 08:25:35 main:581] : INFO : Epoch 679 | loss: 0.000121318 | val_loss: 0.000161769 | Time: 3022.03 ms [2020-12-06 08:25:38 main:581] : INFO : Epoch 680 | loss: 0.000117457 | val_loss: 0.000121402 | Time: 3022.86 ms [2020-12-06 08:25:41 main:581] : INFO : Epoch 681 | loss: 0.000104517 | val_loss: 0.000114745 | Time: 3021.57 ms [2020-12-06 08:25:44 main:581] : INFO : Epoch 682 | loss: 9.73828e-05 | val_loss: 0.000122123 | Time: 3022.35 ms [2020-12-06 08:25:47 main:581] : INFO : Epoch 683 | loss: 0.000131877 | val_loss: 0.000160918 | Time: 3020.42 ms [2020-12-06 08:25:50 main:581] : INFO : Epoch 684 | loss: 0.000158468 | val_loss: 0.000146043 | Time: 3021.63 ms [2020-12-06 08:25:53 main:581] : INFO : Epoch 685 | loss: 0.000115267 | val_loss: 0.000121389 | Time: 3021.38 ms [2020-12-06 08:25:56 main:581] : INFO : Epoch 686 | loss: 0.000100021 | val_loss: 0.000110467 | Time: 3022.69 ms [2020-12-06 08:25:59 main:581] : INFO : Epoch 687 | loss: 0.000105038 | val_loss: 0.000159035 | Time: 3022.56 ms [2020-12-06 08:26:02 main:581] : INFO : Epoch 688 | loss: 0.000149437 | val_loss: 0.000123975 | Time: 3022.04 ms [2020-12-06 08:26:05 main:581] : INFO : Epoch 689 | loss: 0.000108893 | val_loss: 0.000116749 | Time: 3022.92 ms [2020-12-06 08:26:08 main:581] : INFO : Epoch 690 | loss: 0.000103357 | val_loss: 0.000125435 | Time: 3021.49 ms [2020-12-06 08:26:11 main:581] : INFO : Epoch 691 | loss: 0.00011504 | val_loss: 0.000133786 | Time: 3020.19 ms [2020-12-06 08:26:15 main:581] : INFO : Epoch 692 | loss: 0.000106631 | val_loss: 0.000114086 | Time: 3022.17 ms [2020-12-06 08:26:18 main:581] : INFO : Epoch 693 | loss: 0.000120228 | val_loss: 0.000227006 | Time: 3021.36 ms [2020-12-06 08:26:21 main:581] : INFO : Epoch 694 | loss: 0.000168991 | val_loss: 0.000123625 | Time: 3021.18 ms [2020-12-06 08:26:24 main:581] : INFO : Epoch 695 | loss: 0.000108985 | val_loss: 0.000113261 | Time: 3022.18 ms [2020-12-06 08:26:27 main:581] : INFO : Epoch 696 | loss: 9.69903e-05 | val_loss: 0.000116737 | Time: 3022.28 ms [2020-12-06 08:26:30 main:581] : INFO : Epoch 697 | loss: 0.000114867 | val_loss: 0.00012836 | Time: 3022.41 ms [2020-12-06 08:26:33 main:581] : INFO : Epoch 698 | loss: 0.00012383 | val_loss: 0.000151699 | Time: 3023.22 ms [2020-12-06 08:26:36 main:581] : INFO : Epoch 699 | loss: 0.000120247 | val_loss: 0.000114096 | Time: 3021.73 ms [2020-12-06 08:26:39 main:581] : INFO : Epoch 700 | loss: 9.81423e-05 | val_loss: 0.000111254 | Time: 3021.54 ms [2020-12-06 08:26:42 main:581] : INFO : Epoch 701 | loss: 0.000102496 | val_loss: 0.000165076 | Time: 3023.07 ms [2020-12-06 08:26:45 main:581] : INFO : Epoch 702 | loss: 0.000220832 | val_loss: 0.000214587 | Time: 3021.96 ms [2020-12-06 08:26:48 main:581] : INFO : Epoch 703 | loss: 0.00032699 | val_loss: 0.000301822 | Time: 3020.86 ms [2020-12-06 08:26:51 main:581] : INFO : Epoch 704 | loss: 0.000259979 | val_loss: 0.000159282 | Time: 3021.38 ms [2020-12-06 08:26:54 main:581] : INFO : Epoch 705 | loss: 0.000121829 | val_loss: 0.000120035 | Time: 3023.74 ms [2020-12-06 08:26:57 main:581] : INFO : Epoch 706 | loss: 9.8697e-05 | val_loss: 0.000108984 | Time: 3022.72 ms [2020-12-06 08:27:00 main:581] : INFO : Epoch 707 | loss: 9.28536e-05 | val_loss: 0.000106307 | Time: 3023.41 ms [2020-12-06 08:27:03 main:581] : INFO : Epoch 708 | loss: 9.1977e-05 | val_loss: 0.000106116 | Time: 3020.89 ms [2020-12-06 08:27:06 main:581] : INFO : Epoch 709 | loss: 9.50799e-05 | val_loss: 0.000113918 | Time: 3022.14 ms [2020-12-06 08:27:09 main:581] : INFO : Epoch 710 | loss: 9.82292e-05 | val_loss: 0.000108693 | Time: 3023.44 ms [2020-12-06 08:27:12 main:581] : INFO : Epoch 711 | loss: 9.31835e-05 | val_loss: 0.000108917 | Time: 3021.4 ms [2020-12-06 08:27:15 main:581] : INFO : Epoch 712 | loss: 0.000103058 | val_loss: 0.000125008 | Time: 3021.78 ms [2020-12-06 08:27:18 main:581] : INFO : Epoch 713 | loss: 0.000105647 | val_loss: 0.000112891 | Time: 3021.86 ms [2020-12-06 08:27:21 main:581] : INFO : Epoch 714 | loss: 9.63101e-05 | val_loss: 0.000109855 | Time: 3020.94 ms [2020-12-06 08:27:24 main:581] : INFO : Epoch 715 | loss: 0.000116922 | val_loss: 0.000147381 | Time: 3022.47 ms [2020-12-06 08:27:27 main:581] : INFO : Epoch 716 | loss: 0.000116635 | val_loss: 0.000115666 | Time: 3023.13 ms [2020-12-06 08:27:30 main:581] : INFO : Epoch 717 | loss: 9.75027e-05 | val_loss: 0.000110372 | Time: 3021.77 ms [2020-12-06 08:27:33 main:581] : INFO : Epoch 718 | loss: 0.000104386 | val_loss: 0.000153112 | Time: 3020.5 ms [2020-12-06 08:27:36 main:581] : INFO : Epoch 719 | loss: 0.000147794 | val_loss: 0.00012145 | Time: 3022.53 ms [2020-12-06 08:27:39 main:581] : INFO : Epoch 720 | loss: 0.000105416 | val_loss: 0.00011436 | Time: 3023.04 ms [2020-12-06 08:27:42 main:581] : INFO : Epoch 721 | loss: 9.55472e-05 | val_loss: 0.000107193 | Time: 3021.37 ms [2020-12-06 08:27:45 main:581] : INFO : Epoch 722 | loss: 9.38398e-05 | val_loss: 0.000115035 | Time: 3022.47 ms [2020-12-06 08:27:48 main:581] : INFO : Epoch 723 | loss: 0.000112956 | val_loss: 0.000120185 | Time: 3021.36 ms [2020-12-06 08:27:51 main:581] : INFO : Epoch 724 | loss: 0.000150487 | val_loss: 0.000146324 | Time: 3021.94 ms [2020-12-06 08:27:54 main:581] : INFO : Epoch 725 | loss: 0.000118015 | val_loss: 0.000125911 | Time: 3021.6 ms [2020-12-06 08:27:57 main:581] : INFO : Epoch 726 | loss: 0.000105676 | val_loss: 0.000113268 | Time: 3019.83 ms [2020-12-06 08:28:00 main:581] : INFO : Epoch 727 | loss: 9.77801e-05 | val_loss: 0.000110267 | Time: 3022.08 ms [2020-12-06 08:28:03 main:581] : INFO : Epoch 728 | loss: 0.000105618 | val_loss: 0.000136959 | Time: 3021.25 ms [2020-12-06 08:28:06 main:581] : INFO : Epoch 729 | loss: 0.000125445 | val_loss: 0.000144111 | Time: 3021.31 ms [2020-12-06 08:28:09 main:581] : INFO : Epoch 730 | loss: 0.000109877 | val_loss: 0.000116676 | Time: 3022.48 ms [2020-12-06 08:28:12 main:581] : INFO : Epoch 731 | loss: 0.000114602 | val_loss: 0.000163745 | Time: 3022.64 ms [2020-12-06 08:28:15 main:581] : INFO : Epoch 732 | loss: 0.000118072 | val_loss: 0.000118114 | Time: 3020.89 ms [2020-12-06 08:28:18 main:581] : INFO : Epoch 733 | loss: 0.000122422 | val_loss: 0.0001525 | Time: 3020.88 ms [2020-12-06 08:28:21 main:581] : INFO : Epoch 734 | loss: 0.000108198 | val_loss: 0.000113563 | Time: 3023.35 ms [2020-12-06 08:28:24 main:581] : INFO : Epoch 735 | loss: 9.60285e-05 | val_loss: 0.000112414 | Time: 3022.09 ms [2020-12-06 08:28:27 main:581] : INFO : Epoch 736 | loss: 0.000142976 | val_loss: 0.00019568 | Time: 3020.9 ms [2020-12-06 08:28:31 main:581] : INFO : Epoch 737 | loss: 0.000129068 | val_loss: 0.000120096 | Time: 3022.52 ms [2020-12-06 08:28:34 main:581] : INFO : Epoch 738 | loss: 0.000103794 | val_loss: 0.00012123 | Time: 3023.07 ms [2020-12-06 08:28:37 main:581] : INFO : Epoch 739 | loss: 0.000103512 | val_loss: 0.000112205 | Time: 3021.57 ms [2020-12-06 08:28:40 main:581] : INFO : Epoch 740 | loss: 0.000101236 | val_loss: 0.000128271 | Time: 3022.1 ms [2020-12-06 08:28:43 main:581] : INFO : Epoch 741 | loss: 0.000115867 | val_loss: 0.000136412 | Time: 3023.23 ms [2020-12-06 08:28:46 main:581] : INFO : Epoch 742 | loss: 0.000128748 | val_loss: 0.000177959 | Time: 3022.94 ms [2020-12-06 08:28:49 main:581] : INFO : Epoch 743 | loss: 0.000125272 | val_loss: 0.000119947 | Time: 3022.68 ms [2020-12-06 08:28:52 main:581] : INFO : Epoch 744 | loss: 0.000100098 | val_loss: 0.000116469 | Time: 3021.96 ms [2020-12-06 08:28:55 main:581] : INFO : Epoch 745 | loss: 0.000111269 | val_loss: 0.000123463 | Time: 3022.83 ms [2020-12-06 08:28:58 main:581] : INFO : Epoch 746 | loss: 0.000138011 | val_loss: 0.000149655 | Time: 3023.85 ms [2020-12-06 08:29:01 main:581] : INFO : Epoch 747 | loss: 0.000117371 | val_loss: 0.000117626 | Time: 3021.34 ms [2020-12-06 08:29:04 main:581] : INFO : Epoch 748 | loss: 9.85162e-05 | val_loss: 0.000111543 | Time: 3021.54 ms [2020-12-06 08:29:07 main:581] : INFO : Epoch 749 | loss: 0.000123371 | val_loss: 0.000152808 | Time: 3021.27 ms [2020-12-06 08:29:10 main:581] : INFO : Epoch 750 | loss: 0.000107528 | val_loss: 0.000123213 | Time: 3023.3 ms [2020-12-06 08:29:13 main:581] : INFO : Epoch 751 | loss: 0.00012641 | val_loss: 0.000140385 | Time: 3023.19 ms [2020-12-06 08:29:16 main:581] : INFO : Epoch 752 | loss: 0.000115056 | val_loss: 0.00012028 | Time: 3022.69 ms [2020-12-06 08:29:19 main:581] : INFO : Epoch 753 | loss: 0.000101506 | val_loss: 0.000116018 | Time: 3022.37 ms [2020-12-06 08:29:22 main:581] : INFO : Epoch 754 | loss: 0.000120444 | val_loss: 0.000206435 | Time: 3022.1 ms [2020-12-06 08:29:25 main:581] : INFO : Epoch 755 | loss: 0.000135536 | val_loss: 0.000128673 | Time: 3022.98 ms [2020-12-06 08:29:28 main:581] : INFO : Epoch 756 | loss: 0.000102226 | val_loss: 0.000113206 | Time: 3021.81 ms [2020-12-06 08:29:31 main:581] : INFO : Epoch 757 | loss: 0.000103561 | val_loss: 0.000123891 | Time: 3021.38 ms [2020-12-06 08:29:34 main:581] : INFO : Epoch 758 | loss: 0.000115344 | val_loss: 0.00012065 | Time: 3022.63 ms [2020-12-06 08:29:37 main:581] : INFO : Epoch 759 | loss: 0.000114004 | val_loss: 0.00015982 | Time: 3022.99 ms [2020-12-06 08:29:40 main:581] : INFO : Epoch 760 | loss: 0.000134101 | val_loss: 0.000121171 | Time: 3022.79 ms [2020-12-06 08:29:43 main:581] : INFO : Epoch 761 | loss: 0.000103034 | val_loss: 0.000110655 | Time: 3021.84 ms [2020-12-06 08:29:46 main:581] : INFO : Epoch 762 | loss: 0.000104487 | val_loss: 0.000151384 | Time: 3021.83 ms [2020-12-06 08:29:49 main:581] : INFO : Epoch 763 | loss: 0.000166725 | val_loss: 0.000197157 | Time: 3021.07 ms [2020-12-06 08:29:52 main:581] : INFO : Epoch 764 | loss: 0.000129305 | val_loss: 0.000121141 | Time: 3022.88 ms [2020-12-06 08:29:55 main:581] : INFO : Epoch 765 | loss: 0.000101059 | val_loss: 0.000111837 | Time: 3021.75 ms [2020-12-06 08:29:58 main:581] : INFO : Epoch 766 | loss: 9.53391e-05 | val_loss: 0.000108036 | Time: 3022.15 ms [2020-12-06 08:30:01 main:581] : INFO : Epoch 767 | loss: 9.8366e-05 | val_loss: 0.000125213 | Time: 3020.85 ms [2020-12-06 08:30:04 main:581] : INFO : Epoch 768 | loss: 0.000150995 | val_loss: 0.00013257 | Time: 3021.66 ms [2020-12-06 08:30:07 main:581] : INFO : Epoch 769 | loss: 0.000114218 | val_loss: 0.000119367 | Time: 3021.96 ms [2020-12-06 08:30:10 main:581] : INFO : Epoch 770 | loss: 9.95696e-05 | val_loss: 0.00011213 | Time: 3022.12 ms [2020-12-06 08:30:13 main:581] : INFO : Epoch 771 | loss: 9.91322e-05 | val_loss: 0.000130309 | Time: 3022.12 ms [2020-12-06 08:30:16 main:581] : INFO : Epoch 772 | loss: 0.000142696 | val_loss: 0.000148537 | Time: 3021.58 ms [2020-12-06 08:30:19 main:581] : INFO : Epoch 773 | loss: 0.000111612 | val_loss: 0.000114398 | Time: 3021.63 ms [2020-12-06 08:30:22 main:581] : INFO : Epoch 774 | loss: 0.000102393 | val_loss: 0.000144249 | Time: 3021.31 ms [2020-12-06 08:30:25 main:581] : INFO : Epoch 775 | loss: 0.000115611 | val_loss: 0.000153028 | Time: 3023.32 ms [2020-12-06 08:30:28 main:581] : INFO : Epoch 776 | loss: 0.000168654 | val_loss: 0.000148384 | Time: 3022.96 ms [2020-12-06 08:30:31 main:581] : INFO : Epoch 777 | loss: 0.000115092 | val_loss: 0.000116246 | Time: 3022.22 ms [2020-12-06 08:30:34 main:581] : INFO : Epoch 778 | loss: 9.91688e-05 | val_loss: 0.000111415 | Time: 3022.3 ms [2020-12-06 08:30:37 main:581] : INFO : Epoch 779 | loss: 9.67986e-05 | val_loss: 0.000112509 | Time: 3022.4 ms [2020-12-06 08:30:40 main:581] : INFO : Epoch 780 | loss: 0.000128163 | val_loss: 0.000148809 | Time: 3022.11 ms [2020-12-06 08:30:44 main:581] : INFO : Epoch 781 | loss: 0.000114456 | val_loss: 0.000127912 | Time: 3021.18 ms [2020-12-06 08:30:47 main:581] : INFO : Epoch 782 | loss: 0.000109197 | val_loss: 0.000121992 | Time: 3024.46 ms [2020-12-06 08:30:50 main:581] : INFO : Epoch 783 | loss: 0.000105897 | val_loss: 0.000120393 | Time: 3021.85 ms [2020-12-06 08:30:53 main:581] : INFO : Epoch 784 | loss: 0.000131316 | val_loss: 0.000261903 | Time: 3021.69 ms [2020-12-06 08:30:56 main:581] : INFO : Epoch 785 | loss: 0.000157929 | val_loss: 0.00011933 | Time: 3022.7 ms [2020-12-06 08:30:59 main:581] : INFO : Epoch 786 | loss: 0.00010437 | val_loss: 0.000113631 | Time: 3021.96 ms [2020-12-06 08:31:02 main:581] : INFO : Epoch 787 | loss: 9.70103e-05 | val_loss: 0.000110369 | Time: 3022.21 ms [2020-12-06 08:31:05 main:581] : INFO : Epoch 788 | loss: 9.59549e-05 | val_loss: 0.000112202 | Time: 3023.03 ms [2020-12-06 08:31:08 main:581] : INFO : Epoch 789 | loss: 0.000118934 | val_loss: 0.000173712 | Time: 3022.81 ms [2020-12-06 08:31:11 main:581] : INFO : Epoch 790 | loss: 0.000133442 | val_loss: 0.000124682 | Time: 3021.19 ms [2020-12-06 08:31:14 main:581] : INFO : Epoch 791 | loss: 0.000102631 | val_loss: 0.00011334 | Time: 3022.44 ms [2020-12-06 08:31:17 main:581] : INFO : Epoch 792 | loss: 0.000118872 | val_loss: 0.000194237 | Time: 3021.95 ms [2020-12-06 08:31:20 main:581] : INFO : Epoch 793 | loss: 0.000138653 | val_loss: 0.000128137 | Time: 3022.1 ms [2020-12-06 08:31:23 main:581] : INFO : Epoch 794 | loss: 0.000101742 | val_loss: 0.000112287 | Time: 3022.91 ms [2020-12-06 08:31:26 main:581] : INFO : Epoch 795 | loss: 9.67349e-05 | val_loss: 0.000112541 | Time: 3022.52 ms [2020-12-06 08:31:29 main:581] : INFO : Epoch 796 | loss: 0.00012644 | val_loss: 0.000232372 | Time: 3022.89 ms [2020-12-06 08:31:32 main:581] : INFO : Epoch 797 | loss: 0.000145164 | val_loss: 0.000126315 | Time: 3023.4 ms [2020-12-06 08:31:35 main:581] : INFO : Epoch 798 | loss: 0.000103371 | val_loss: 0.00011316 | Time: 3021.71 ms [2020-12-06 08:31:38 main:581] : INFO : Epoch 799 | loss: 0.000104727 | val_loss: 0.000162595 | Time: 3020.93 ms [2020-12-06 08:31:41 main:581] : INFO : Epoch 800 | loss: 0.000151247 | val_loss: 0.000128255 | Time: 3023.44 ms [2020-12-06 08:31:44 main:581] : INFO : Epoch 801 | loss: 0.000103476 | val_loss: 0.00011169 | Time: 3023.48 ms [2020-12-06 08:31:47 main:581] : INFO : Epoch 802 | loss: 9.70166e-05 | val_loss: 0.000113898 | Time: 3021.86 ms [2020-12-06 08:31:50 main:581] : INFO : Epoch 803 | loss: 0.000118807 | val_loss: 0.000141969 | Time: 3021.86 ms [2020-12-06 08:31:53 main:581] : INFO : Epoch 804 | loss: 0.000124545 | val_loss: 0.000127319 | Time: 3022.15 ms [2020-12-06 08:31:56 main:581] : INFO : Epoch 805 | loss: 0.00010339 | val_loss: 0.000115968 | Time: 3022.05 ms [2020-12-06 08:31:59 main:581] : INFO : Epoch 806 | loss: 0.000126945 | val_loss: 0.0001613 | Time: 3023.16 ms [2020-12-06 08:32:02 main:581] : INFO : Epoch 807 | loss: 0.0001147 | val_loss: 0.000122196 | Time: 3022.68 ms [2020-12-06 08:32:05 main:581] : INFO : Epoch 808 | loss: 0.000100188 | val_loss: 0.000112006 | Time: 3023.1 ms [2020-12-06 08:32:08 main:581] : INFO : Epoch 809 | loss: 9.62634e-05 | val_loss: 0.000112287 | Time: 3020.98 ms [2020-12-06 08:32:11 main:581] : INFO : Epoch 810 | loss: 0.000108449 | val_loss: 0.000158425 | Time: 3023.05 ms [2020-12-06 08:32:14 main:581] : INFO : Epoch 811 | loss: 0.000183281 | val_loss: 0.00016271 | Time: 3023.24 ms [2020-12-06 08:32:17 main:581] : INFO : Epoch 812 | loss: 0.000121883 | val_loss: 0.000120202 | Time: 3021.65 ms [2020-12-06 08:32:20 main:581] : INFO : Epoch 813 | loss: 0.000102482 | val_loss: 0.000115081 | Time: 3020.74 ms [2020-12-06 08:32:23 main:581] : INFO : Epoch 814 | loss: 0.000100019 | val_loss: 0.000134973 | Time: 3023.96 ms [2020-12-06 08:32:26 main:581] : INFO : Epoch 815 | loss: 0.000117897 | val_loss: 0.000121878 | Time: 3023.75 ms [2020-12-06 08:32:29 main:581] : INFO : Epoch 816 | loss: 0.000103712 | val_loss: 0.000116554 | Time: 3021.74 ms [2020-12-06 08:32:32 main:581] : INFO : Epoch 817 | loss: 0.000112111 | val_loss: 0.000167063 | Time: 3022.14 ms [2020-12-06 08:32:35 main:581] : INFO : Epoch 818 | loss: 0.000127794 | val_loss: 0.000116702 | Time: 3023.12 ms [2020-12-06 08:32:38 main:581] : INFO : Epoch 819 | loss: 0.000105748 | val_loss: 0.000118406 | Time: 3022.65 ms [2020-12-06 08:32:41 main:581] : INFO : Epoch 820 | loss: 0.000105941 | val_loss: 0.000133786 | Time: 3021.52 ms [2020-12-06 08:32:44 main:581] : INFO : Epoch 821 | loss: 0.000130608 | val_loss: 0.000136614 | Time: 3022.5 ms [2020-12-06 08:32:47 main:581] : INFO : Epoch 822 | loss: 0.000114875 | val_loss: 0.000121251 | Time: 3020.72 ms [2020-12-06 08:32:50 main:581] : INFO : Epoch 823 | loss: 0.000100438 | val_loss: 0.000116061 | Time: 3022.56 ms [2020-12-06 08:32:53 main:581] : INFO : Epoch 824 | loss: 0.000110257 | val_loss: 0.000194387 | Time: 3023.07 ms [2020-12-06 08:32:57 main:581] : INFO : Epoch 825 | loss: 0.000163781 | val_loss: 0.000165125 | Time: 3022.62 ms [2020-12-06 08:33:00 main:581] : INFO : Epoch 826 | loss: 0.000116989 | val_loss: 0.000121458 | Time: 3020.72 ms [2020-12-06 08:33:03 main:581] : INFO : Epoch 827 | loss: 9.79058e-05 | val_loss: 0.000108613 | Time: 3022.66 ms [2020-12-06 08:33:06 main:581] : INFO : Epoch 828 | loss: 9.94374e-05 | val_loss: 0.000132435 | Time: 3021.81 ms [2020-12-06 08:33:09 main:581] : INFO : Epoch 829 | loss: 0.000160945 | val_loss: 0.000143885 | Time: 3023.38 ms [2020-12-06 08:33:12 main:581] : INFO : Epoch 830 | loss: 0.000110405 | val_loss: 0.000118998 | Time: 3021.72 ms [2020-12-06 08:33:15 main:581] : INFO : Epoch 831 | loss: 9.80749e-05 | val_loss: 0.000112552 | Time: 3021.83 ms [2020-12-06 08:33:18 main:581] : INFO : Epoch 832 | loss: 0.000102204 | val_loss: 0.000124789 | Time: 3022.27 ms [2020-12-06 08:33:21 main:581] : INFO : Epoch 833 | loss: 0.000120386 | val_loss: 0.000148859 | Time: 3023.6 ms [2020-12-06 08:33:24 main:581] : INFO : Epoch 834 | loss: 0.000127082 | val_loss: 0.000137425 | Time: 3021.26 ms [2020-12-06 08:33:27 main:581] : INFO : Epoch 835 | loss: 0.000111474 | val_loss: 0.000127783 | Time: 3021.33 ms [2020-12-06 08:33:30 main:581] : INFO : Epoch 836 | loss: 0.000101796 | val_loss: 0.000113463 | Time: 3022.12 ms [2020-12-06 08:33:33 main:581] : INFO : Epoch 837 | loss: 0.000128639 | val_loss: 0.000131277 | Time: 3021.33 ms [2020-12-06 08:33:36 main:581] : INFO : Epoch 838 | loss: 0.000113986 | val_loss: 0.000117604 | Time: 3021.72 ms [2020-12-06 08:33:39 main:581] : INFO : Epoch 839 | loss: 0.000100435 | val_loss: 0.00010947 | Time: 3021.89 ms [2020-12-06 08:33:42 main:581] : INFO : Epoch 840 | loss: 9.89039e-05 | val_loss: 0.000157657 | Time: 3021.81 ms [2020-12-06 08:33:45 main:581] : INFO : Epoch 841 | loss: 0.000157864 | val_loss: 0.000140906 | Time: 3021.91 ms [2020-12-06 08:33:48 main:581] : INFO : Epoch 842 | loss: 0.000112102 | val_loss: 0.000121337 | Time: 3024.3 ms [2020-12-06 08:33:51 main:581] : INFO : Epoch 843 | loss: 0.000139122 | val_loss: 0.000147957 | Time: 3021.7 ms [2020-12-06 08:33:54 main:581] : INFO : Epoch 844 | loss: 0.00011567 | val_loss: 0.000115299 | Time: 3020.61 ms [2020-12-06 08:33:57 main:581] : INFO : Epoch 845 | loss: 9.75327e-05 | val_loss: 0.000109441 | Time: 3021.94 ms [2020-12-06 08:34:00 main:581] : INFO : Epoch 846 | loss: 9.82211e-05 | val_loss: 0.000115834 | Time: 3021.43 ms [2020-12-06 08:34:03 main:581] : INFO : Epoch 847 | loss: 0.000136963 | val_loss: 0.000136868 | Time: 3020.68 ms [2020-12-06 08:34:06 main:581] : INFO : Epoch 848 | loss: 0.000112267 | val_loss: 0.000120252 | Time: 3022.33 ms [2020-12-06 08:34:09 main:581] : INFO : Epoch 849 | loss: 0.000100226 | val_loss: 0.000114083 | Time: 3021.42 ms [2020-12-06 08:34:12 main:581] : INFO : Epoch 850 | loss: 0.000133908 | val_loss: 0.000142137 | Time: 3023.1 ms [2020-12-06 08:34:15 main:581] : INFO : Epoch 851 | loss: 0.000114954 | val_loss: 0.000116645 | Time: 3022.68 ms [2020-12-06 08:34:18 main:581] : INFO : Epoch 852 | loss: 9.99722e-05 | val_loss: 0.000114087 | Time: 3022.15 ms [2020-12-06 08:34:21 main:581] : INFO : Epoch 853 | loss: 9.65047e-05 | val_loss: 0.0001093 | Time: 3021.47 ms [2020-12-06 08:34:24 main:581] : INFO : Epoch 854 | loss: 0.000136312 | val_loss: 0.000219817 | Time: 3020.61 ms [2020-12-06 08:34:27 main:581] : INFO : Epoch 855 | loss: 0.000178263 | val_loss: 0.000158587 | Time: 3022.43 ms [2020-12-06 08:34:30 main:581] : INFO : Epoch 856 | loss: 0.000128756 | val_loss: 0.000119784 | Time: 3020.91 ms [2020-12-06 08:34:33 main:581] : INFO : Epoch 857 | loss: 0.000102164 | val_loss: 0.000112534 | Time: 3023.96 ms [2020-12-06 08:34:36 main:581] : INFO : Epoch 858 | loss: 9.57654e-05 | val_loss: 0.000110677 | Time: 3020.94 ms [2020-12-06 08:34:39 main:581] : INFO : Epoch 859 | loss: 0.000135334 | val_loss: 0.000147239 | Time: 3023.01 ms [2020-12-06 08:34:42 main:581] : INFO : Epoch 860 | loss: 0.000117297 | val_loss: 0.000118784 | Time: 3022.79 ms [2020-12-06 08:34:45 main:581] : INFO : Epoch 861 | loss: 9.86208e-05 | val_loss: 0.000111125 | Time: 3020.94 ms [2020-12-06 08:34:48 main:581] : INFO : Epoch 862 | loss: 9.773e-05 | val_loss: 0.000118286 | Time: 3021.88 ms [2020-12-06 08:34:51 main:581] : INFO : Epoch 863 | loss: 0.000110511 | val_loss: 0.000114997 | Time: 3023.1 ms [2020-12-06 08:34:54 main:581] : INFO : Epoch 864 | loss: 9.84172e-05 | val_loss: 0.000113268 | Time: 3022.26 ms [2020-12-06 08:34:57 main:581] : INFO : Epoch 865 | loss: 0.000137907 | val_loss: 0.000211673 | Time: 3021.27 ms [2020-12-06 08:35:00 main:581] : INFO : Epoch 866 | loss: 0.000130209 | val_loss: 0.000129832 | Time: 3023.76 ms [2020-12-06 08:35:03 main:581] : INFO : Epoch 867 | loss: 0.00010655 | val_loss: 0.000112933 | Time: 3022.37 ms [2020-12-06 08:35:06 main:581] : INFO : Epoch 868 | loss: 9.82215e-05 | val_loss: 0.00010893 | Time: 3023.36 ms [2020-12-06 08:35:09 main:581] : INFO : Epoch 869 | loss: 9.38676e-05 | val_loss: 0.000109369 | Time: 3023.06 ms [2020-12-06 08:35:13 main:581] : INFO : Epoch 870 | loss: 0.000121244 | val_loss: 0.000198877 | Time: 3023.2 ms [2020-12-06 08:35:16 main:581] : INFO : Epoch 871 | loss: 0.000162865 | val_loss: 0.000147659 | Time: 3022.34 ms [2020-12-06 08:35:19 main:581] : INFO : Epoch 872 | loss: 0.000111718 | val_loss: 0.000116746 | Time: 3020.78 ms [2020-12-06 08:35:22 main:581] : INFO : Epoch 873 | loss: 0.00010374 | val_loss: 0.000121452 | Time: 3022.82 ms [2020-12-06 08:35:25 main:581] : INFO : Epoch 874 | loss: 0.000107269 | val_loss: 0.000136495 | Time: 3021.4 ms [2020-12-06 08:35:28 main:581] : INFO : Epoch 875 | loss: 0.000119035 | val_loss: 0.000125111 | Time: 3022.4 ms [2020-12-06 08:35:31 main:581] : INFO : Epoch 876 | loss: 0.000105863 | val_loss: 0.000117265 | Time: 3022.43 ms [2020-12-06 08:35:34 main:581] : INFO : Epoch 877 | loss: 0.000109344 | val_loss: 0.000132444 | Time: 3022.33 ms [2020-12-06 08:35:37 main:581] : INFO : Epoch 878 | loss: 0.000117121 | val_loss: 0.000119633 | Time: 3023.69 ms [2020-12-06 08:35:40 main:581] : INFO : Epoch 879 | loss: 0.000112557 | val_loss: 0.000161507 | Time: 3020.77 ms [2020-12-06 08:35:43 main:581] : INFO : Epoch 880 | loss: 0.000123394 | val_loss: 0.00011773 | Time: 3022.45 ms [2020-12-06 08:35:46 main:581] : INFO : Epoch 881 | loss: 0.000103089 | val_loss: 0.000116982 | Time: 3022.91 ms [2020-12-06 08:35:49 main:581] : INFO : Epoch 882 | loss: 0.000109315 | val_loss: 0.000139101 | Time: 3021.23 ms [2020-12-06 08:35:52 main:581] : INFO : Epoch 883 | loss: 0.000127306 | val_loss: 0.000123948 | Time: 3022.46 ms [2020-12-06 08:35:55 main:581] : INFO : Epoch 884 | loss: 0.00010399 | val_loss: 0.000112853 | Time: 3022.63 ms [2020-12-06 08:35:58 main:581] : INFO : Epoch 885 | loss: 0.000100302 | val_loss: 0.000121444 | Time: 3021.22 ms [2020-12-06 08:36:01 main:581] : INFO : Epoch 886 | loss: 0.000124362 | val_loss: 0.000216401 | Time: 3023.41 ms [2020-12-06 08:36:04 main:581] : INFO : Epoch 887 | loss: 0.000182268 | val_loss: 0.000164705 | Time: 3020.96 ms [2020-12-06 08:36:07 main:581] : INFO : Epoch 888 | loss: 0.000130926 | val_loss: 0.00011828 | Time: 3021.6 ms [2020-12-06 08:36:10 main:581] : INFO : Epoch 889 | loss: 0.000113595 | val_loss: 0.000182079 | Time: 3022.42 ms [2020-12-06 08:36:13 main:581] : INFO : Epoch 890 | loss: 0.000127002 | val_loss: 0.000113864 | Time: 3023.05 ms [2020-12-06 08:36:16 main:581] : INFO : Epoch 891 | loss: 9.84253e-05 | val_loss: 0.000111995 | Time: 3022.9 ms [2020-12-06 08:36:19 main:581] : INFO : Epoch 892 | loss: 9.44695e-05 | val_loss: 0.000107999 | Time: 3021.93 ms [2020-12-06 08:36:22 main:581] : INFO : Epoch 893 | loss: 9.28263e-05 | val_loss: 0.000110029 | Time: 3023.21 ms [2020-12-06 08:36:25 main:581] : INFO : Epoch 894 | loss: 0.000121385 | val_loss: 0.000132698 | Time: 3021.58 ms [2020-12-06 08:36:28 main:581] : INFO : Epoch 895 | loss: 0.000150643 | val_loss: 0.000138429 | Time: 3021.55 ms [2020-12-06 08:36:31 main:581] : INFO : Epoch 896 | loss: 0.000113543 | val_loss: 0.00011538 | Time: 3021.85 ms [2020-12-06 08:36:34 main:581] : INFO : Epoch 897 | loss: 9.91599e-05 | val_loss: 0.000112708 | Time: 3022.34 ms [2020-12-06 08:36:37 main:581] : INFO : Epoch 898 | loss: 0.000100028 | val_loss: 0.000115401 | Time: 3022.73 ms [2020-12-06 08:36:40 main:581] : INFO : Epoch 899 | loss: 0.000118713 | val_loss: 0.000147873 | Time: 3022.46 ms [2020-12-06 08:36:43 main:581] : INFO : Epoch 900 | loss: 0.000113001 | val_loss: 0.00011814 | Time: 3022.23 ms [2020-12-06 08:36:46 main:581] : INFO : Epoch 901 | loss: 9.90225e-05 | val_loss: 0.000115247 | Time: 3022.91 ms [2020-12-06 08:36:49 main:581] : INFO : Epoch 902 | loss: 0.000131055 | val_loss: 0.000220214 | Time: 3022.31 ms [2020-12-06 08:36:52 main:581] : INFO : Epoch 903 | loss: 0.000130981 | val_loss: 0.000133628 | Time: 3021.45 ms [2020-12-06 08:36:55 main:581] : INFO : Epoch 904 | loss: 0.000107845 | val_loss: 0.000111255 | Time: 3022.5 ms [2020-12-06 08:36:58 main:581] : INFO : Epoch 905 | loss: 9.84332e-05 | val_loss: 0.000113438 | Time: 3021.98 ms [2020-12-06 08:37:01 main:581] : INFO : Epoch 906 | loss: 9.70858e-05 | val_loss: 0.000115349 | Time: 3021.16 ms [2020-12-06 08:37:04 main:581] : INFO : Epoch 907 | loss: 0.000135586 | val_loss: 0.000133909 | Time: 3021.22 ms [2020-12-06 08:37:07 main:581] : INFO : Epoch 908 | loss: 0.000130344 | val_loss: 0.000121085 | Time: 3021.52 ms [2020-12-06 08:37:10 main:581] : INFO : Epoch 909 | loss: 9.98657e-05 | val_loss: 0.000109189 | Time: 3022.84 ms [2020-12-06 08:37:13 main:581] : INFO : Epoch 910 | loss: 9.35608e-05 | val_loss: 0.000110997 | Time: 3021.89 ms [2020-12-06 08:37:16 main:581] : INFO : Epoch 911 | loss: 0.000104993 | val_loss: 0.00012456 | Time: 3022.29 ms [2020-12-06 08:37:19 main:581] : INFO : Epoch 912 | loss: 0.000196492 | val_loss: 0.000181003 | Time: 3022.45 ms [2020-12-06 08:37:22 main:581] : INFO : Epoch 913 | loss: 0.000139113 | val_loss: 0.000139129 | Time: 3022.05 ms [2020-12-06 08:37:26 main:581] : INFO : Epoch 914 | loss: 0.000105789 | val_loss: 0.000111777 | Time: 3022.74 ms [2020-12-06 08:37:29 main:581] : INFO : Epoch 915 | loss: 9.41555e-05 | val_loss: 0.000108914 | Time: 3020.9 ms [2020-12-06 08:37:32 main:581] : INFO : Epoch 916 | loss: 9.37223e-05 | val_loss: 0.000108287 | Time: 3023.41 ms [2020-12-06 08:37:35 main:581] : INFO : Epoch 917 | loss: 0.000125951 | val_loss: 0.000164344 | Time: 3021.87 ms [2020-12-06 08:37:38 main:581] : INFO : Epoch 918 | loss: 0.000117038 | val_loss: 0.000114777 | Time: 3021.91 ms [2020-12-06 08:37:41 main:581] : INFO : Epoch 919 | loss: 9.66699e-05 | val_loss: 0.00010912 | Time: 3021.66 ms [2020-12-06 08:37:44 main:581] : INFO : Epoch 920 | loss: 0.000105514 | val_loss: 0.000161658 | Time: 3021.85 ms [2020-12-06 08:37:47 main:581] : INFO : Epoch 921 | loss: 0.000131208 | val_loss: 0.000129367 | Time: 3022.27 ms [2020-12-06 08:37:50 main:581] : INFO : Epoch 922 | loss: 0.000104669 | val_loss: 0.000111171 | Time: 3021.39 ms [2020-12-06 08:37:53 main:581] : INFO : Epoch 923 | loss: 0.000100441 | val_loss: 0.00012728 | Time: 3024.08 ms [2020-12-06 08:37:56 main:581] : INFO : Epoch 924 | loss: 0.000114527 | val_loss: 0.000128581 | Time: 3020.67 ms [2020-12-06 08:37:59 main:581] : INFO : Epoch 925 | loss: 0.000143042 | val_loss: 0.000194684 | Time: 3021.87 ms [2020-12-06 08:38:02 main:581] : INFO : Epoch 926 | loss: 0.000123056 | val_loss: 0.000114617 | Time: 3022.47 ms [2020-12-06 08:38:05 main:581] : INFO : Epoch 927 | loss: 9.76009e-05 | val_loss: 0.000109569 | Time: 3022.6 ms [2020-12-06 08:38:08 main:581] : INFO : Epoch 928 | loss: 9.48717e-05 | val_loss: 0.000110494 | Time: 3021.79 ms [2020-12-06 08:38:11 main:581] : INFO : Epoch 929 | loss: 0.000115575 | val_loss: 0.000157817 | Time: 3022.17 ms [2020-12-06 08:38:14 main:581] : INFO : Epoch 930 | loss: 0.000134169 | val_loss: 0.000124563 | Time: 3023.08 ms [2020-12-06 08:38:17 main:581] : INFO : Epoch 931 | loss: 0.000109036 | val_loss: 0.000122311 | Time: 3022.1 ms [2020-12-06 08:38:20 main:581] : INFO : Epoch 932 | loss: 0.000102542 | val_loss: 0.000115523 | Time: 3024.04 ms [2020-12-06 08:38:23 main:581] : INFO : Epoch 933 | loss: 9.93314e-05 | val_loss: 0.00011536 | Time: 3020.97 ms [2020-12-06 08:38:26 main:581] : INFO : Epoch 934 | loss: 0.000151825 | val_loss: 0.000159463 | Time: 3022.74 ms [2020-12-06 08:38:29 main:581] : INFO : Epoch 935 | loss: 0.000121581 | val_loss: 0.000130613 | Time: 3021.45 ms [2020-12-06 08:38:32 main:581] : INFO : Epoch 936 | loss: 0.000104323 | val_loss: 0.000114423 | Time: 3021.69 ms [2020-12-06 08:38:35 main:581] : INFO : Epoch 937 | loss: 0.000109056 | val_loss: 0.0001504 | Time: 3021.79 ms [2020-12-06 08:38:38 main:581] : INFO : Epoch 938 | loss: 0.000122341 | val_loss: 0.000117877 | Time: 3022.69 ms [2020-12-06 08:38:41 main:581] : INFO : Epoch 939 | loss: 9.98349e-05 | val_loss: 0.000112755 | Time: 3021.62 ms [2020-12-06 08:38:44 main:581] : INFO : Epoch 940 | loss: 9.75539e-05 | val_loss: 0.000121322 | Time: 3022.07 ms [2020-12-06 08:38:47 main:581] : INFO : Epoch 941 | loss: 0.000137361 | val_loss: 0.000201428 | Time: 3022.92 ms [2020-12-06 08:38:50 main:581] : INFO : Epoch 942 | loss: 0.000149519 | val_loss: 0.000128163 | Time: 3022.7 ms [2020-12-06 08:38:53 main:581] : INFO : Epoch 943 | loss: 0.000110032 | val_loss: 0.000118353 | Time: 3022.45 ms [2020-12-06 08:38:56 main:581] : INFO : Epoch 944 | loss: 9.81556e-05 | val_loss: 0.000111173 | Time: 3022.26 ms [2020-12-06 08:38:59 main:581] : INFO : Epoch 945 | loss: 0.000106478 | val_loss: 0.000159114 | Time: 3021.99 ms [2020-12-06 08:39:02 main:581] : INFO : Epoch 946 | loss: 0.000116867 | val_loss: 0.00011267 | Time: 3021.54 ms [2020-12-06 08:39:05 main:581] : INFO : Epoch 947 | loss: 9.66623e-05 | val_loss: 0.00011084 | Time: 3023.3 ms [2020-12-06 08:39:08 main:581] : INFO : Epoch 948 | loss: 9.71163e-05 | val_loss: 0.00011404 | Time: 3021.83 ms [2020-12-06 08:39:11 main:581] : INFO : Epoch 949 | loss: 0.000128389 | val_loss: 0.000133349 | Time: 3021.12 ms [2020-12-06 08:39:14 main:581] : INFO : Epoch 950 | loss: 0.000129509 | val_loss: 0.000285702 | Time: 3023.42 ms [2020-12-06 08:39:17 main:581] : INFO : Epoch 951 | loss: 0.000202619 | val_loss: 0.00021166 | Time: 3024.13 ms [2020-12-06 08:39:20 main:581] : INFO : Epoch 952 | loss: 0.000136 | val_loss: 0.000125062 | Time: 3021.86 ms [2020-12-06 08:39:23 main:581] : INFO : Epoch 953 | loss: 0.000101313 | val_loss: 0.000110607 | Time: 3020.83 ms [2020-12-06 08:39:26 main:581] : INFO : Epoch 954 | loss: 9.42963e-05 | val_loss: 0.000108449 | Time: 3022.88 ms [2020-12-06 08:39:29 main:581] : INFO : Epoch 955 | loss: 9.64031e-05 | val_loss: 0.000125788 | Time: 3022.81 ms [2020-12-06 08:39:32 main:581] : INFO : Epoch 956 | loss: 0.00013336 | val_loss: 0.000125299 | Time: 3021.29 ms [2020-12-06 08:39:35 main:581] : INFO : Epoch 957 | loss: 0.000103139 | val_loss: 0.000110237 | Time: 3022 ms [2020-12-06 08:39:38 main:581] : INFO : Epoch 958 | loss: 9.68343e-05 | val_loss: 0.000122117 | Time: 3020.75 ms [2020-12-06 08:39:42 main:581] : INFO : Epoch 959 | loss: 0.000118175 | val_loss: 0.000130354 | Time: 3022.89 ms [2020-12-06 08:39:45 main:581] : INFO : Epoch 960 | loss: 0.00010233 | val_loss: 0.000110011 | Time: 3022.07 ms [2020-12-06 08:39:48 main:581] : INFO : Epoch 961 | loss: 9.41787e-05 | val_loss: 0.000108749 | Time: 3022.39 ms [2020-12-06 08:39:51 main:581] : INFO : Epoch 962 | loss: 0.000164798 | val_loss: 0.000151464 | Time: 3023.12 ms [2020-12-06 08:39:54 main:581] : INFO : Epoch 963 | loss: 0.000130805 | val_loss: 0.000124024 | Time: 3022.63 ms [2020-12-06 08:39:57 main:581] : INFO : Epoch 964 | loss: 9.86772e-05 | val_loss: 0.000109157 | Time: 3022.18 ms [2020-12-06 08:40:00 main:581] : INFO : Epoch 965 | loss: 9.46323e-05 | val_loss: 0.000113053 | Time: 3022.39 ms [2020-12-06 08:40:03 main:581] : INFO : Epoch 966 | loss: 9.51954e-05 | val_loss: 0.000115041 | Time: 3021.21 ms [2020-12-06 08:40:06 main:581] : INFO : Epoch 967 | loss: 0.000126276 | val_loss: 0.000158935 | Time: 3021.54 ms [2020-12-06 08:40:09 main:581] : INFO : Epoch 968 | loss: 0.000124472 | val_loss: 0.000122685 | Time: 3024.18 ms [2020-12-06 08:40:12 main:581] : INFO : Epoch 969 | loss: 0.000100158 | val_loss: 0.000112025 | Time: 3021.44 ms [2020-12-06 08:40:15 main:581] : INFO : Epoch 970 | loss: 9.77071e-05 | val_loss: 0.000125199 | Time: 3020.36 ms [2020-12-06 08:40:18 main:581] : INFO : Epoch 971 | loss: 0.000153471 | val_loss: 0.000150189 | Time: 3021.25 ms [2020-12-06 08:40:21 main:581] : INFO : Epoch 972 | loss: 0.000111147 | val_loss: 0.000115661 | Time: 3022.3 ms [2020-12-06 08:40:24 main:581] : INFO : Epoch 973 | loss: 9.76222e-05 | val_loss: 0.000107739 | Time: 3021.91 ms [2020-12-06 08:40:27 main:581] : INFO : Epoch 974 | loss: 9.52802e-05 | val_loss: 0.000117531 | Time: 3021.61 ms [2020-12-06 08:40:30 main:581] : INFO : Epoch 975 | loss: 0.000125128 | val_loss: 0.000152093 | Time: 3021.66 ms [2020-12-06 08:40:33 main:581] : INFO : Epoch 976 | loss: 0.000110134 | val_loss: 0.000116415 | Time: 3021.37 ms [2020-12-06 08:40:36 main:581] : INFO : Epoch 977 | loss: 9.91727e-05 | val_loss: 0.000114618 | Time: 3022.21 ms [2020-12-06 08:40:39 main:581] : INFO : Epoch 978 | loss: 0.000127389 | val_loss: 0.000238324 | Time: 3021.89 ms [2020-12-06 08:40:42 main:581] : INFO : Epoch 979 | loss: 0.00014149 | val_loss: 0.000127279 | Time: 3022.25 ms [2020-12-06 08:40:45 main:581] : INFO : Epoch 980 | loss: 0.00010324 | val_loss: 0.00011064 | Time: 3022.69 ms [2020-12-06 08:40:48 main:581] : INFO : Epoch 981 | loss: 9.63076e-05 | val_loss: 0.000112512 | Time: 3021.73 ms [2020-12-06 08:40:51 main:581] : INFO : Epoch 982 | loss: 0.000108212 | val_loss: 0.000126679 | Time: 3024.02 ms [2020-12-06 08:40:54 main:581] : INFO : Epoch 983 | loss: 0.000112962 | val_loss: 0.000154953 | Time: 3023.15 ms [2020-12-06 08:40:57 main:581] : INFO : Epoch 984 | loss: 0.000151403 | val_loss: 0.000137741 | Time: 3019.93 ms [2020-12-06 08:41:00 main:581] : INFO : Epoch 985 | loss: 0.000107236 | val_loss: 0.000116035 | Time: 3022.44 ms [2020-12-06 08:41:03 main:581] : INFO : Epoch 986 | loss: 0.000111871 | val_loss: 0.000171323 | Time: 3021.65 ms [2020-12-06 08:41:06 main:581] : INFO : Epoch 987 | loss: 0.000126655 | val_loss: 0.000128832 | Time: 3021.69 ms [2020-12-06 08:41:09 main:581] : INFO : Epoch 988 | loss: 0.000102619 | val_loss: 0.000115044 | Time: 3021.56 ms [2020-12-06 08:41:12 main:581] : INFO : Epoch 989 | loss: 9.79576e-05 | val_loss: 0.000115049 | Time: 3020.55 ms [2020-12-06 08:41:15 main:581] : INFO : Epoch 990 | loss: 9.95553e-05 | val_loss: 0.000114686 | Time: 3021.58 ms [2020-12-06 08:41:18 main:581] : INFO : Epoch 991 | loss: 0.000110889 | val_loss: 0.000131864 | Time: 3023.57 ms [2020-12-06 08:41:21 main:581] : INFO : Epoch 992 | loss: 0.000134221 | val_loss: 0.000148403 | Time: 3022.95 ms [2020-12-06 08:41:24 main:581] : INFO : Epoch 993 | loss: 0.000112986 | val_loss: 0.000120796 | Time: 3022.31 ms [2020-12-06 08:41:27 main:581] : INFO : Epoch 994 | loss: 0.000101017 | val_loss: 0.000110653 | Time: 3021.25 ms [2020-12-06 08:41:30 main:581] : INFO : Epoch 995 | loss: 0.000103269 | val_loss: 0.000138311 | Time: 3023.4 ms [2020-12-06 08:41:33 main:581] : INFO : Epoch 996 | loss: 0.000132564 | val_loss: 0.000135108 | Time: 3022.46 ms [2020-12-06 08:41:36 main:581] : INFO : Epoch 997 | loss: 0.000113207 | val_loss: 0.000123188 | Time: 3023.7 ms [2020-12-06 08:41:39 main:581] : INFO : Epoch 998 | loss: 0.000108582 | val_loss: 0.000117499 | Time: 3022.76 ms [2020-12-06 08:41:42 main:581] : INFO : Epoch 999 | loss: 9.79187e-05 | val_loss: 0.000116109 | Time: 3022.72 ms [2020-12-06 08:41:45 main:581] : INFO : Epoch 1000 | loss: 0.000152709 | val_loss: 0.000169657 | Time: 3022.52 ms [2020-12-06 08:41:48 main:581] : INFO : Epoch 1001 | loss: 0.00019751 | val_loss: 0.000207385 | Time: 3021.66 ms [2020-12-06 08:41:51 main:581] : INFO : Epoch 1002 | loss: 0.000201343 | val_loss: 0.000171517 | Time: 3020.12 ms [2020-12-06 08:41:55 main:581] : INFO : Epoch 1003 | loss: 0.000121005 | val_loss: 0.000115238 | Time: 3023.38 ms [2020-12-06 08:41:58 main:581] : INFO : Epoch 1004 | loss: 9.73199e-05 | val_loss: 0.000110004 | Time: 3023.1 ms [2020-12-06 08:42:01 main:581] : INFO : Epoch 1005 | loss: 9.35828e-05 | val_loss: 0.00010735 | Time: 3022.94 ms [2020-12-06 08:42:04 main:581] : INFO : Epoch 1006 | loss: 9.21068e-05 | val_loss: 0.000108032 | Time: 3021.22 ms [2020-12-06 08:42:07 main:581] : INFO : Epoch 1007 | loss: 9.99109e-05 | val_loss: 0.000136079 | Time: 3023.71 ms [2020-12-06 08:42:10 main:581] : INFO : Epoch 1008 | loss: 0.000152653 | val_loss: 0.000131658 | Time: 3021.59 ms [2020-12-06 08:42:13 main:581] : INFO : Epoch 1009 | loss: 0.000112302 | val_loss: 0.000117562 | Time: 3021.46 ms [2020-12-06 08:42:16 main:581] : INFO : Epoch 1010 | loss: 9.74981e-05 | val_loss: 0.000110931 | Time: 3021.23 ms [2020-12-06 08:42:19 main:581] : INFO : Epoch 1011 | loss: 9.35325e-05 | val_loss: 0.00010711 | Time: 3023.03 ms [2020-12-06 08:42:22 main:581] : INFO : Epoch 1012 | loss: 9.2432e-05 | val_loss: 0.000109798 | Time: 3020.88 ms [2020-12-06 08:42:25 main:581] : INFO : Epoch 1013 | loss: 0.000122375 | val_loss: 0.000152134 | Time: 3020.99 ms [2020-12-06 08:42:28 main:581] : INFO : Epoch 1014 | loss: 0.000119732 | val_loss: 0.000122309 | Time: 3023.47 ms [2020-12-06 08:42:31 main:581] : INFO : Epoch 1015 | loss: 9.8843e-05 | val_loss: 0.000108465 | Time: 3021.07 ms [2020-12-06 08:42:34 main:581] : INFO : Epoch 1016 | loss: 9.43544e-05 | val_loss: 0.00011852 | Time: 3022.61 ms [2020-12-06 08:42:37 main:581] : INFO : Epoch 1017 | loss: 0.000154714 | val_loss: 0.000143992 | Time: 3021.35 ms [2020-12-06 08:42:40 main:581] : INFO : Epoch 1018 | loss: 0.00010717 | val_loss: 0.000115774 | Time: 3021.91 ms [2020-12-06 08:42:43 main:581] : INFO : Epoch 1019 | loss: 9.56829e-05 | val_loss: 0.000110756 | Time: 3020.23 ms [2020-12-06 08:42:46 main:581] : INFO : Epoch 1020 | loss: 9.54499e-05 | val_loss: 0.000109677 | Time: 3022.9 ms [2020-12-06 08:42:49 main:581] : INFO : Epoch 1021 | loss: 9.76434e-05 | val_loss: 0.000114524 | Time: 3022.75 ms [2020-12-06 08:42:52 main:581] : INFO : Epoch 1022 | loss: 0.000103885 | val_loss: 0.000124985 | Time: 3022.31 ms [2020-12-06 08:42:55 main:581] : INFO : Epoch 1023 | loss: 0.000130516 | val_loss: 0.000203216 | Time: 3022.38 ms [2020-12-06 08:42:58 main:581] : INFO : Epoch 1024 | loss: 0.000133228 | val_loss: 0.000133669 | Time: 3020.95 ms [2020-12-06 08:42:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000133669 [2020-12-06 08:42:58 main:610] : INFO : Saving end state to config to file [2020-12-06 08:42:58 main:615] : INFO : Success, exiting.. 08:42:58 (5742): 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)