Task 3140730
| Name | EightBitModified-1605455762-6382-2_0 |
| Workunit | 1447666 |
| Created | 29 Nov 2020, 16:20:08 UTC |
| Sent | 2 Dec 2020, 20:23:40 UTC |
| Report deadline | 9 Dec 2020, 20:23:40 UTC |
| Received | 3 Dec 2020, 10:30:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 20 sec |
| CPU time | 28 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 526 | loss: 0.000156664 | val_loss: 0.000152783 | Time: 1662.88 ms [2020-12-03 04:44:12 main:581] : INFO : Epoch 527 | loss: 0.000135762 | val_loss: 0.000143957 | Time: 1662.29 ms [2020-12-03 04:44:14 main:581] : INFO : Epoch 528 | loss: 0.000134792 | val_loss: 0.000158677 | Time: 1649.47 ms [2020-12-03 04:44:15 main:581] : INFO : Epoch 529 | loss: 0.000165663 | val_loss: 0.000179701 | Time: 1662.18 ms [2020-12-03 04:44:17 main:581] : INFO : Epoch 530 | loss: 0.00014689 | val_loss: 0.000148187 | Time: 1656.24 ms [2020-12-03 04:44:19 main:581] : INFO : Epoch 531 | loss: 0.000136267 | val_loss: 0.000145902 | Time: 1660.64 ms [2020-12-03 04:44:20 main:581] : INFO : Epoch 532 | loss: 0.000131707 | val_loss: 0.000143496 | Time: 1666.51 ms [2020-12-03 04:44:22 main:581] : INFO : Epoch 533 | loss: 0.000148161 | val_loss: 0.000257609 | Time: 1664.17 ms [2020-12-03 04:44:24 main:581] : INFO : Epoch 534 | loss: 0.000231533 | val_loss: 0.000185914 | Time: 1663.31 ms [2020-12-03 04:44:25 main:581] : INFO : Epoch 535 | loss: 0.000169044 | val_loss: 0.0001585 | Time: 1656.31 ms [2020-12-03 04:44:27 main:581] : INFO : Epoch 536 | loss: 0.000137413 | val_loss: 0.000144977 | Time: 1661.07 ms [2020-12-03 04:44:29 main:581] : INFO : Epoch 537 | loss: 0.000130736 | val_loss: 0.000143048 | Time: 1664.86 ms [2020-12-03 04:44:30 main:581] : INFO : Epoch 538 | loss: 0.000134308 | val_loss: 0.000150749 | Time: 1682.51 ms [2020-12-03 04:44:32 main:581] : INFO : Epoch 539 | loss: 0.000154849 | val_loss: 0.000212668 | Time: 1671.05 ms [2020-12-03 04:44:34 main:581] : INFO : Epoch 540 | loss: 0.000155067 | val_loss: 0.000145843 | Time: 1659.69 ms [2020-12-03 04:44:35 main:581] : INFO : Epoch 541 | loss: 0.000134453 | val_loss: 0.000146342 | Time: 1659.21 ms [2020-12-03 04:44:37 main:581] : INFO : Epoch 542 | loss: 0.000134349 | val_loss: 0.000147749 | Time: 1666.74 ms [2020-12-03 04:44:39 main:581] : INFO : Epoch 543 | loss: 0.000151674 | val_loss: 0.000237284 | Time: 1646.12 ms [2020-12-03 04:44:40 main:581] : INFO : Epoch 544 | loss: 0.000166984 | val_loss: 0.000150169 | Time: 1646.04 ms [2020-12-03 04:44:42 main:581] : INFO : Epoch 545 | loss: 0.000136307 | val_loss: 0.000145247 | Time: 1657.39 ms [2020-12-03 04:44:43 main:581] : INFO : Epoch 546 | loss: 0.000134214 | val_loss: 0.000150131 | Time: 1655.27 ms [2020-12-03 04:44:45 main:581] : INFO : Epoch 547 | loss: 0.000147314 | val_loss: 0.000164103 | Time: 1648.23 ms [2020-12-03 04:44:47 main:581] : INFO : Epoch 548 | loss: 0.000156803 | val_loss: 0.000160078 | Time: 1648.83 ms [2020-12-03 04:44:48 main:581] : INFO : Epoch 549 | loss: 0.000141844 | val_loss: 0.000152505 | Time: 1650.41 ms [2020-12-03 04:44:50 main:581] : INFO : Epoch 550 | loss: 0.000140556 | val_loss: 0.000183393 | Time: 1644.99 ms [2020-12-03 04:44:52 main:581] : INFO : Epoch 551 | loss: 0.000190717 | val_loss: 0.000169249 | Time: 1653.78 ms [2020-12-03 04:44:53 main:581] : INFO : Epoch 552 | loss: 0.000155709 | val_loss: 0.000155729 | Time: 1642.34 ms [2020-12-03 04:44:55 main:581] : INFO : Epoch 553 | loss: 0.000136534 | val_loss: 0.000143896 | Time: 1655.21 ms [2020-12-03 04:44:57 main:581] : INFO : Epoch 554 | loss: 0.000136017 | val_loss: 0.000165752 | Time: 1649.75 ms [2020-12-03 04:44:58 main:581] : INFO : Epoch 555 | loss: 0.000180833 | val_loss: 0.00015495 | Time: 1653.48 ms [2020-12-03 04:45:00 main:581] : INFO : Epoch 556 | loss: 0.000143042 | val_loss: 0.000147984 | Time: 1662.08 ms [2020-12-03 04:45:02 main:581] : INFO : Epoch 557 | loss: 0.000135624 | val_loss: 0.000145395 | Time: 1653.96 ms [2020-12-03 04:45:03 main:581] : INFO : Epoch 558 | loss: 0.000134236 | val_loss: 0.00015231 | Time: 1648.79 ms [2020-12-03 04:45:05 main:581] : INFO : Epoch 559 | loss: 0.000166368 | val_loss: 0.000357419 | Time: 1645.9 ms [2020-12-03 04:45:07 main:581] : INFO : Epoch 560 | loss: 0.00025046 | val_loss: 0.000249214 | Time: 1654.14 ms [2020-12-03 04:45:08 main:581] : INFO : Epoch 561 | loss: 0.000179369 | val_loss: 0.000162304 | Time: 1648.3 ms [2020-12-03 04:45:10 main:581] : INFO : Epoch 562 | loss: 0.000138139 | val_loss: 0.000144483 | Time: 1649.62 ms [2020-12-03 04:45:12 main:581] : INFO : Epoch 563 | loss: 0.000131418 | val_loss: 0.000144601 | Time: 1652.71 ms [2020-12-03 04:45:13 main:581] : INFO : Epoch 564 | loss: 0.000149389 | val_loss: 0.000180379 | Time: 1648.34 ms [2020-12-03 04:45:15 main:581] : INFO : Epoch 565 | loss: 0.000143263 | val_loss: 0.000150186 | Time: 1648.14 ms [2020-12-03 04:45:17 main:581] : INFO : Epoch 566 | loss: 0.000132797 | val_loss: 0.000142072 | Time: 1654.05 ms [2020-12-03 04:45:18 main:581] : INFO : Epoch 567 | loss: 0.000133076 | val_loss: 0.000177076 | Time: 1650.04 ms [2020-12-03 04:45:20 main:581] : INFO : Epoch 568 | loss: 0.000212907 | val_loss: 0.000171347 | Time: 1648.57 ms [2020-12-03 04:45:21 main:581] : INFO : Epoch 569 | loss: 0.000148888 | val_loss: 0.000149836 | Time: 1649.94 ms [2020-12-03 04:45:23 main:581] : INFO : Epoch 570 | loss: 0.000134113 | val_loss: 0.000143588 | Time: 1656.04 ms [2020-12-03 04:45:25 main:581] : INFO : Epoch 571 | loss: 0.000130889 | val_loss: 0.000141384 | Time: 1653.39 ms [2020-12-03 04:45:26 main:581] : INFO : Epoch 572 | loss: 0.000136808 | val_loss: 0.000170845 | Time: 1656.81 ms [2020-12-03 04:45:28 main:581] : INFO : Epoch 573 | loss: 0.000140652 | val_loss: 0.000145413 | Time: 1644.93 ms [2020-12-03 04:45:30 main:581] : INFO : Epoch 574 | loss: 0.00013815 | val_loss: 0.000173926 | Time: 1647.2 ms [2020-12-03 04:45:31 main:581] : INFO : Epoch 575 | loss: 0.000156208 | val_loss: 0.000149118 | Time: 1646.69 ms [2020-12-03 04:45:33 main:581] : INFO : Epoch 576 | loss: 0.000134485 | val_loss: 0.000145924 | Time: 1650.23 ms [2020-12-03 04:45:35 main:581] : INFO : Epoch 577 | loss: 0.000133906 | val_loss: 0.0001578 | Time: 1654.67 ms [2020-12-03 04:45:36 main:581] : INFO : Epoch 578 | loss: 0.000196049 | val_loss: 0.000170464 | Time: 1655.87 ms [2020-12-03 04:45:38 main:581] : INFO : Epoch 579 | loss: 0.000148378 | val_loss: 0.000167719 | Time: 1649.83 ms [2020-12-03 04:45:40 main:581] : INFO : Epoch 580 | loss: 0.000146284 | val_loss: 0.000148706 | Time: 1653.8 ms [2020-12-03 04:45:41 main:581] : INFO : Epoch 581 | loss: 0.00013257 | val_loss: 0.000141615 | Time: 1649.46 ms [2020-12-03 04:45:43 main:581] : INFO : Epoch 582 | loss: 0.000129749 | val_loss: 0.000143023 | Time: 1650.5 ms [2020-12-03 04:45:45 main:581] : INFO : Epoch 583 | loss: 0.000191331 | val_loss: 0.000165524 | Time: 1645.82 ms [2020-12-03 04:45:46 main:581] : INFO : Epoch 584 | loss: 0.000158653 | val_loss: 0.000157906 | Time: 1651.39 ms [2020-12-03 04:45:48 main:581] : INFO : Epoch 585 | loss: 0.000136611 | val_loss: 0.000143114 | Time: 1653.61 ms [2020-12-03 04:45:50 main:581] : INFO : Epoch 586 | loss: 0.000130615 | val_loss: 0.000142395 | Time: 1653.84 ms [2020-12-03 04:45:51 main:581] : INFO : Epoch 587 | loss: 0.000147251 | val_loss: 0.00019877 | Time: 1648.7 ms [2020-12-03 04:45:53 main:581] : INFO : Epoch 588 | loss: 0.000153459 | val_loss: 0.000160625 | Time: 1651.15 ms [2020-12-03 04:45:54 main:581] : INFO : Epoch 589 | loss: 0.000135431 | val_loss: 0.000142805 | Time: 1647.52 ms [2020-12-03 04:45:56 main:581] : INFO : Epoch 590 | loss: 0.000131405 | val_loss: 0.000152314 | Time: 1648.95 ms [2020-12-03 04:45:58 main:581] : INFO : Epoch 591 | loss: 0.000175805 | val_loss: 0.000167588 | Time: 1647.98 ms [2020-12-03 04:45:59 main:581] : INFO : Epoch 592 | loss: 0.000144191 | val_loss: 0.000147764 | Time: 1663.06 ms [2020-12-03 04:46:01 main:581] : INFO : Epoch 593 | loss: 0.000142254 | val_loss: 0.000170714 | Time: 1680.37 ms [2020-12-03 04:46:03 main:581] : INFO : Epoch 594 | loss: 0.000143474 | val_loss: 0.000152325 | Time: 1676.64 ms [2020-12-03 04:46:04 main:581] : INFO : Epoch 595 | loss: 0.000163971 | val_loss: 0.000161513 | Time: 1669.09 ms [2020-12-03 04:46:06 main:581] : INFO : Epoch 596 | loss: 0.00014834 | val_loss: 0.000164322 | Time: 1684.09 ms [2020-12-03 04:46:08 main:581] : INFO : Epoch 597 | loss: 0.000136128 | val_loss: 0.000144221 | Time: 1659.4 ms [2020-12-03 04:46:09 main:581] : INFO : Epoch 598 | loss: 0.00013663 | val_loss: 0.000170608 | Time: 1668.45 ms [2020-12-03 04:46:11 main:581] : INFO : Epoch 599 | loss: 0.000175555 | val_loss: 0.00016322 | Time: 1664.11 ms [2020-12-03 04:46:13 main:581] : INFO : Epoch 600 | loss: 0.000143738 | val_loss: 0.000147732 | Time: 1665.4 ms [2020-12-03 04:46:14 main:581] : INFO : Epoch 601 | loss: 0.000132116 | val_loss: 0.00014706 | Time: 1662.17 ms [2020-12-03 04:46:16 main:581] : INFO : Epoch 602 | loss: 0.000156916 | val_loss: 0.000226835 | Time: 1663.3 ms [2020-12-03 04:46:18 main:581] : INFO : Epoch 603 | loss: 0.000158423 | val_loss: 0.000155088 | Time: 1663.01 ms [2020-12-03 04:46:19 main:581] : INFO : Epoch 604 | loss: 0.0001407 | val_loss: 0.000147442 | Time: 1656.5 ms [2020-12-03 04:46:21 main:581] : INFO : Epoch 605 | loss: 0.000132201 | val_loss: 0.000143474 | Time: 1666.96 ms [2020-12-03 04:46:23 main:581] : INFO : Epoch 606 | loss: 0.000129273 | val_loss: 0.000141292 | Time: 1671.8 ms [2020-12-03 04:46:24 main:581] : INFO : Epoch 607 | loss: 0.000226701 | val_loss: 0.000227283 | Time: 1655.83 ms [2020-12-03 04:46:26 main:581] : INFO : Epoch 608 | loss: 0.000455199 | val_loss: 0.000438502 | Time: 1659.53 ms [2020-12-03 04:46:28 main:581] : INFO : Epoch 609 | loss: 0.00041964 | val_loss: 0.000336083 | Time: 1659.73 ms [2020-12-03 04:46:29 main:581] : INFO : Epoch 610 | loss: 0.000221176 | val_loss: 0.000180425 | Time: 1660.62 ms [2020-12-03 04:46:31 main:581] : INFO : Epoch 611 | loss: 0.000148208 | val_loss: 0.000152491 | Time: 1665.83 ms [2020-12-03 04:46:33 main:581] : INFO : Epoch 612 | loss: 0.000132642 | val_loss: 0.000141892 | Time: 1666.21 ms [2020-12-03 04:46:34 main:581] : INFO : Epoch 613 | loss: 0.000128313 | val_loss: 0.000140074 | Time: 1668.14 ms [2020-12-03 04:46:36 main:581] : INFO : Epoch 614 | loss: 0.000128528 | val_loss: 0.000140214 | Time: 1673.37 ms [2020-12-03 04:46:38 main:581] : INFO : Epoch 615 | loss: 0.000127115 | val_loss: 0.0001401 | Time: 1664.54 ms [2020-12-03 04:46:39 main:581] : INFO : Epoch 616 | loss: 0.00012759 | val_loss: 0.000141969 | Time: 1654.3 ms [2020-12-03 04:46:41 main:581] : INFO : Epoch 617 | loss: 0.000151061 | val_loss: 0.000178105 | Time: 1662.59 ms [2020-12-03 04:46:43 main:581] : INFO : Epoch 618 | loss: 0.000143634 | val_loss: 0.000140479 | Time: 1652.86 ms [2020-12-03 04:46:44 main:581] : INFO : Epoch 619 | loss: 0.000128912 | val_loss: 0.000139745 | Time: 1657.43 ms [2020-12-03 04:46:46 main:581] : INFO : Epoch 620 | loss: 0.000128738 | val_loss: 0.000145744 | Time: 1658.51 ms [2020-12-03 04:46:48 main:581] : INFO : Epoch 621 | loss: 0.000155502 | val_loss: 0.000171029 | Time: 1660.38 ms [2020-12-03 04:46:49 main:581] : INFO : Epoch 622 | loss: 0.000137343 | val_loss: 0.000139983 | Time: 1672.19 ms [2020-12-03 04:46:51 main:581] : INFO : Epoch 623 | loss: 0.000129131 | val_loss: 0.000141828 | Time: 1674.81 ms [2020-12-03 04:46:53 main:581] : INFO : Epoch 624 | loss: 0.000128458 | val_loss: 0.00013996 | Time: 1678.8 ms [2020-12-03 04:46:54 main:581] : INFO : Epoch 625 | loss: 0.000132256 | val_loss: 0.000168769 | Time: 1660.38 ms [2020-12-03 04:46:56 main:581] : INFO : Epoch 626 | loss: 0.000168917 | val_loss: 0.000152617 | Time: 1669.33 ms [2020-12-03 04:46:58 main:581] : INFO : Epoch 627 | loss: 0.000133738 | val_loss: 0.000141483 | Time: 1666.44 ms [2020-12-03 04:46:59 main:581] : INFO : Epoch 628 | loss: 0.000128051 | val_loss: 0.000139573 | Time: 1656.67 ms [2020-12-03 04:47:01 main:581] : INFO : Epoch 629 | loss: 0.000128322 | val_loss: 0.00014461 | Time: 1680.34 ms [2020-12-03 04:47:03 main:581] : INFO : Epoch 630 | loss: 0.000149946 | val_loss: 0.000281036 | Time: 1653.09 ms [2020-12-03 04:47:04 main:581] : INFO : Epoch 631 | loss: 0.000208716 | val_loss: 0.000163278 | Time: 1658.93 ms [2020-12-03 04:47:06 main:581] : INFO : Epoch 632 | loss: 0.000139704 | val_loss: 0.000145672 | Time: 1655.89 ms [2020-12-03 04:47:08 main:581] : INFO : Epoch 633 | loss: 0.000131045 | val_loss: 0.000141381 | Time: 1667.09 ms [2020-12-03 04:47:09 main:581] : INFO : Epoch 634 | loss: 0.000128952 | val_loss: 0.00014308 | Time: 1672.31 ms [2020-12-03 04:47:11 main:581] : INFO : Epoch 635 | loss: 0.000128296 | val_loss: 0.000139861 | Time: 1668.09 ms [2020-12-03 04:47:13 main:581] : INFO : Epoch 636 | loss: 0.000127945 | val_loss: 0.000141421 | Time: 1674.02 ms [2020-12-03 04:47:14 main:581] : INFO : Epoch 637 | loss: 0.000139782 | val_loss: 0.000163227 | Time: 1664.36 ms [2020-12-03 04:47:16 main:581] : INFO : Epoch 638 | loss: 0.000151468 | val_loss: 0.000145779 | Time: 1682.02 ms [2020-12-03 04:47:18 main:581] : INFO : Epoch 639 | loss: 0.00014213 | val_loss: 0.000148344 | Time: 1658.35 ms [2020-12-03 04:47:19 main:581] : INFO : Epoch 640 | loss: 0.000130373 | val_loss: 0.000142102 | Time: 1654.23 ms [2020-12-03 04:47:21 main:581] : INFO : Epoch 641 | loss: 0.000138162 | val_loss: 0.000205958 | Time: 1656.34 ms [2020-12-03 04:47:23 main:581] : INFO : Epoch 642 | loss: 0.000172015 | val_loss: 0.000152613 | Time: 1661.34 ms [2020-12-03 04:47:24 main:581] : INFO : Epoch 643 | loss: 0.000135645 | val_loss: 0.000143399 | Time: 1664.61 ms [2020-12-03 04:47:26 main:581] : INFO : Epoch 644 | loss: 0.00012976 | val_loss: 0.000143003 | Time: 1673.93 ms [2020-12-03 04:47:28 main:581] : INFO : Epoch 645 | loss: 0.00013965 | val_loss: 0.000165082 | Time: 1673.83 ms [2020-12-03 04:47:29 main:581] : INFO : Epoch 646 | loss: 0.000139252 | val_loss: 0.000146807 | Time: 1665.24 ms [2020-12-03 04:47:31 main:581] : INFO : Epoch 647 | loss: 0.000142345 | val_loss: 0.00014817 | Time: 1670.46 ms [2020-12-03 04:47:33 main:581] : INFO : Epoch 648 | loss: 0.000134864 | val_loss: 0.00014182 | Time: 1665.18 ms [2020-12-03 04:47:34 main:581] : INFO : Epoch 649 | loss: 0.000130871 | val_loss: 0.000145301 | Time: 1652.11 ms [2020-12-03 04:47:36 main:581] : INFO : Epoch 650 | loss: 0.000171617 | val_loss: 0.000186977 | Time: 1660.66 ms [2020-12-03 04:47:38 main:581] : INFO : Epoch 651 | loss: 0.000150031 | val_loss: 0.000152007 | Time: 1659.31 ms [2020-12-03 04:47:39 main:581] : INFO : Epoch 652 | loss: 0.000134128 | val_loss: 0.000141718 | Time: 1666.18 ms [2020-12-03 04:47:41 main:581] : INFO : Epoch 653 | loss: 0.000128591 | val_loss: 0.000140034 | Time: 1658.67 ms [2020-12-03 04:47:43 main:581] : INFO : Epoch 654 | loss: 0.000134165 | val_loss: 0.000187493 | Time: 1669.83 ms [2020-12-03 04:47:44 main:581] : INFO : Epoch 655 | loss: 0.000219556 | val_loss: 0.000170148 | Time: 1674.39 ms [2020-12-03 04:47:46 main:581] : INFO : Epoch 656 | loss: 0.0001453 | val_loss: 0.000148133 | Time: 1675.01 ms [2020-12-03 04:47:48 main:581] : INFO : Epoch 657 | loss: 0.000131621 | val_loss: 0.000141291 | Time: 1667.1 ms [2020-12-03 04:47:49 main:581] : INFO : Epoch 658 | loss: 0.0001279 | val_loss: 0.000141585 | Time: 1655.05 ms [2020-12-03 04:47:51 main:581] : INFO : Epoch 659 | loss: 0.000128469 | val_loss: 0.00014591 | Time: 1668.42 ms [2020-12-03 04:47:53 main:581] : INFO : Epoch 660 | loss: 0.00013297 | val_loss: 0.000141079 | Time: 1655.28 ms [2020-12-03 04:47:54 main:581] : INFO : Epoch 661 | loss: 0.000132533 | val_loss: 0.0001587 | Time: 1658.39 ms [2020-12-03 04:47:56 main:581] : INFO : Epoch 662 | loss: 0.000185418 | val_loss: 0.000181266 | Time: 1652.2 ms [2020-12-03 04:47:58 main:581] : INFO : Epoch 663 | loss: 0.000149412 | val_loss: 0.000150814 | Time: 1662.65 ms [2020-12-03 04:47:59 main:581] : INFO : Epoch 664 | loss: 0.000134387 | val_loss: 0.000145603 | Time: 1666.43 ms [2020-12-03 04:48:01 main:581] : INFO : Epoch 665 | loss: 0.000130177 | val_loss: 0.000143945 | Time: 1683.28 ms [2020-12-03 04:48:03 main:581] : INFO : Epoch 666 | loss: 0.000132339 | val_loss: 0.000146495 | Time: 1671.65 ms [2020-12-03 04:48:04 main:581] : INFO : Epoch 667 | loss: 0.000167338 | val_loss: 0.000166503 | Time: 1660.59 ms [2020-12-03 04:48:06 main:581] : INFO : Epoch 668 | loss: 0.000152726 | val_loss: 0.000148745 | Time: 1669.23 ms [2020-12-03 04:48:08 main:581] : INFO : Epoch 669 | loss: 0.000133016 | val_loss: 0.000143209 | Time: 1673.71 ms [2020-12-03 04:48:09 main:581] : INFO : Epoch 670 | loss: 0.000131076 | val_loss: 0.000149835 | Time: 1663.87 ms [2020-12-03 04:48:11 main:581] : INFO : Epoch 671 | loss: 0.000145658 | val_loss: 0.000160035 | Time: 1656.95 ms [2020-12-03 04:48:13 main:581] : INFO : Epoch 672 | loss: 0.000155542 | val_loss: 0.000155202 | Time: 1653.61 ms [2020-12-03 04:48:14 main:581] : INFO : Epoch 673 | loss: 0.000134243 | val_loss: 0.000140339 | Time: 1653.29 ms [2020-12-03 04:48:16 main:581] : INFO : Epoch 674 | loss: 0.00012853 | val_loss: 0.0001415 | Time: 1653.12 ms [2020-12-03 04:48:18 main:581] : INFO : Epoch 675 | loss: 0.00013315 | val_loss: 0.000185948 | Time: 1652.09 ms [2020-12-03 04:48:19 main:581] : INFO : Epoch 676 | loss: 0.000180456 | val_loss: 0.000165347 | Time: 1660.49 ms [2020-12-03 04:48:21 main:581] : INFO : Epoch 677 | loss: 0.000141495 | val_loss: 0.000150222 | Time: 1665.01 ms [2020-12-03 04:48:23 main:581] : INFO : Epoch 678 | loss: 0.000131908 | val_loss: 0.000142036 | Time: 1663.34 ms [2020-12-03 04:48:24 main:581] : INFO : Epoch 679 | loss: 0.000128063 | val_loss: 0.000141729 | Time: 1651.78 ms [2020-12-03 04:48:26 main:581] : INFO : Epoch 680 | loss: 0.000191012 | val_loss: 0.000251835 | Time: 1649.92 ms [2020-12-03 04:48:28 main:581] : INFO : Epoch 681 | loss: 0.0342493 | val_loss: 0.0165375 | Time: 1651.41 ms [2020-12-03 04:48:29 main:581] : INFO : Epoch 682 | loss: 0.00921855 | val_loss: 0.00433388 | Time: 1642.55 ms [2020-12-03 04:48:31 main:581] : INFO : Epoch 683 | loss: 0.0030937 | val_loss: 0.00172386 | Time: 1647.58 ms [2020-12-03 04:48:32 main:581] : INFO : Epoch 684 | loss: 0.00132705 | val_loss: 0.00103666 | Time: 1644.26 ms [2020-12-03 04:48:34 main:581] : INFO : Epoch 685 | loss: 0.000814626 | val_loss: 0.000688637 | Time: 1659.88 ms [2020-12-03 04:48:36 main:581] : INFO : Epoch 686 | loss: 0.00060702 | val_loss: 0.000573401 | Time: 1655.41 ms [2020-12-03 04:48:37 main:581] : INFO : Epoch 687 | loss: 0.000518628 | val_loss: 0.000504791 | Time: 1665.26 ms [2020-12-03 04:48:39 main:581] : INFO : Epoch 688 | loss: 0.000464451 | val_loss: 0.000459678 | Time: 1661.23 ms [2020-12-03 04:48:41 main:581] : INFO : Epoch 689 | loss: 0.000425771 | val_loss: 0.000425538 | Time: 1652.88 ms [2020-12-03 04:48:42 main:581] : INFO : Epoch 690 | loss: 0.000396535 | val_loss: 0.000398975 | Time: 1655 ms [2020-12-03 04:48:44 main:581] : INFO : Epoch 691 | loss: 0.000372532 | val_loss: 0.000376345 | Time: 1644.1 ms [2020-12-03 04:48:46 main:581] : INFO : Epoch 692 | loss: 0.000351257 | val_loss: 0.000356238 | Time: 1653.48 ms [2020-12-03 04:48:47 main:581] : INFO : Epoch 693 | loss: 0.000332678 | val_loss: 0.000338757 | Time: 1654.73 ms [2020-12-03 04:48:49 main:581] : INFO : Epoch 694 | loss: 0.000316107 | val_loss: 0.000322965 | Time: 1647.12 ms [2020-12-03 04:48:51 main:581] : INFO : Epoch 695 | loss: 0.000301629 | val_loss: 0.000309347 | Time: 1661.86 ms [2020-12-03 04:48:52 main:581] : INFO : Epoch 696 | loss: 0.000288935 | val_loss: 0.000296619 | Time: 1659.5 ms [2020-12-03 04:48:54 main:581] : INFO : Epoch 697 | loss: 0.000277222 | val_loss: 0.000285384 | Time: 1663.4 ms [2020-12-03 04:48:56 main:581] : INFO : Epoch 698 | loss: 0.000267175 | val_loss: 0.000275384 | Time: 1657.51 ms [2020-12-03 04:48:57 main:581] : INFO : Epoch 699 | loss: 0.000258174 | val_loss: 0.000266415 | Time: 1652.57 ms [2020-12-03 04:48:59 main:581] : INFO : Epoch 700 | loss: 0.000250082 | val_loss: 0.000258393 | Time: 1646.57 ms [2020-12-03 04:49:01 main:581] : INFO : Epoch 701 | loss: 0.000243007 | val_loss: 0.000251776 | Time: 1663.98 ms [2020-12-03 04:49:02 main:581] : INFO : Epoch 702 | loss: 0.000236697 | val_loss: 0.000245521 | Time: 1675.82 ms [2020-12-03 04:49:04 main:581] : INFO : Epoch 703 | loss: 0.000231051 | val_loss: 0.000240314 | Time: 1683.61 ms [2020-12-03 04:49:06 main:581] : INFO : Epoch 704 | loss: 0.000226071 | val_loss: 0.000237958 | Time: 1684.47 ms [2020-12-03 04:49:07 main:581] : INFO : Epoch 705 | loss: 0.000222501 | val_loss: 0.000231844 | Time: 1682.98 ms [2020-12-03 04:49:09 main:581] : INFO : Epoch 706 | loss: 0.000217102 | val_loss: 0.000226899 | Time: 1680.92 ms [2020-12-03 04:49:11 main:581] : INFO : Epoch 707 | loss: 0.000212624 | val_loss: 0.00022325 | Time: 1680.12 ms [2020-12-03 04:49:12 main:581] : INFO : Epoch 708 | loss: 0.000208722 | val_loss: 0.000219364 | Time: 1674.12 ms [2020-12-03 04:49:14 main:581] : INFO : Epoch 709 | loss: 0.000204984 | val_loss: 0.00021594 | Time: 1679.74 ms [2020-12-03 04:49:16 main:581] : INFO : Epoch 710 | loss: 0.000201479 | val_loss: 0.000213081 | Time: 1677.61 ms [2020-12-03 04:49:17 main:581] : INFO : Epoch 711 | loss: 0.00019873 | val_loss: 0.000210415 | Time: 1685.08 ms [2020-12-03 04:49:19 main:581] : INFO : Epoch 712 | loss: 0.000195179 | val_loss: 0.000207009 | Time: 1680.02 ms [2020-12-03 04:49:21 main:581] : INFO : Epoch 713 | loss: 0.000192241 | val_loss: 0.000204668 | Time: 1668.2 ms [2020-12-03 04:49:22 main:581] : INFO : Epoch 714 | loss: 0.000189733 | val_loss: 0.000202528 | Time: 1663.51 ms [2020-12-03 04:49:24 main:581] : INFO : Epoch 715 | loss: 0.00027568 | val_loss: 0.000630239 | Time: 1659.74 ms [2020-12-03 04:49:26 main:581] : INFO : Epoch 716 | loss: 0.000306344 | val_loss: 0.000225135 | Time: 1659.15 ms [2020-12-03 04:49:27 main:581] : INFO : Epoch 717 | loss: 0.000208644 | val_loss: 0.000210736 | Time: 1662.43 ms [2020-12-03 04:49:29 main:581] : INFO : Epoch 718 | loss: 0.000188715 | val_loss: 0.000196981 | Time: 1657.61 ms [2020-12-03 04:49:31 main:581] : INFO : Epoch 719 | loss: 0.000182594 | val_loss: 0.000194598 | Time: 1656.07 ms [2020-12-03 04:49:32 main:581] : INFO : Epoch 720 | loss: 0.000180285 | val_loss: 0.00019269 | Time: 1662.72 ms [2020-12-03 04:49:34 main:581] : INFO : Epoch 721 | loss: 0.000178133 | val_loss: 0.000191051 | Time: 1658.51 ms [2020-12-03 04:49:36 main:581] : INFO : Epoch 722 | loss: 0.000176348 | val_loss: 0.000189114 | Time: 1658.25 ms [2020-12-03 04:49:37 main:581] : INFO : Epoch 723 | loss: 0.00017475 | val_loss: 0.000187848 | Time: 1661.1 ms [2020-12-03 04:49:39 main:581] : INFO : Epoch 724 | loss: 0.000173461 | val_loss: 0.000186217 | Time: 1654.44 ms [2020-12-03 04:49:41 main:581] : INFO : Epoch 725 | loss: 0.000172019 | val_loss: 0.000185008 | Time: 1657.5 ms [2020-12-03 04:49:42 main:581] : INFO : Epoch 726 | loss: 0.000171062 | val_loss: 0.000183697 | Time: 1650.44 ms [2020-12-03 04:49:44 main:581] : INFO : Epoch 727 | loss: 0.000169953 | val_loss: 0.000193224 | Time: 1649.83 ms [2020-12-03 04:49:46 main:581] : INFO : Epoch 728 | loss: 0.000246077 | val_loss: 0.00026068 | Time: 1650.23 ms [2020-12-03 04:49:47 main:581] : INFO : Epoch 729 | loss: 0.000192634 | val_loss: 0.000191026 | Time: 1653 ms [2020-12-03 04:49:49 main:581] : INFO : Epoch 730 | loss: 0.000171296 | val_loss: 0.000182311 | Time: 1655.37 ms [2020-12-03 04:49:51 main:581] : INFO : Epoch 731 | loss: 0.000166454 | val_loss: 0.000180022 | Time: 1656 ms [2020-12-03 04:49:52 main:581] : INFO : Epoch 732 | loss: 0.000164687 | val_loss: 0.000177519 | Time: 1653.28 ms [2020-12-03 04:49:54 main:581] : INFO : Epoch 733 | loss: 0.00016321 | val_loss: 0.000176619 | Time: 1657.68 ms [2020-12-03 04:49:56 main:581] : INFO : Epoch 734 | loss: 0.000171426 | val_loss: 0.000245773 | Time: 1658.97 ms [2020-12-03 04:49:57 main:581] : INFO : Epoch 735 | loss: 0.000256328 | val_loss: 0.000201769 | Time: 1656.4 ms [2020-12-03 04:49:59 main:581] : INFO : Epoch 736 | loss: 0.000181558 | val_loss: 0.000179873 | Time: 1654.41 ms [2020-12-03 04:50:01 main:581] : INFO : Epoch 737 | loss: 0.000163231 | val_loss: 0.00017495 | Time: 1675.86 ms [2020-12-03 04:50:02 main:581] : INFO : Epoch 738 | loss: 0.000160367 | val_loss: 0.000172361 | Time: 1649.85 ms [2020-12-03 04:50:04 main:581] : INFO : Epoch 739 | loss: 0.000158474 | val_loss: 0.000171632 | Time: 1647.1 ms [2020-12-03 04:50:06 main:581] : INFO : Epoch 740 | loss: 0.00015785 | val_loss: 0.000174248 | Time: 1654.95 ms [2020-12-03 04:50:07 main:581] : INFO : Epoch 741 | loss: 0.000228577 | val_loss: 0.000197012 | Time: 1656.59 ms [2020-12-03 04:50:09 main:581] : INFO : Epoch 742 | loss: 0.000178271 | val_loss: 0.000171997 | Time: 1647.78 ms [2020-12-03 04:50:11 main:581] : INFO : Epoch 743 | loss: 0.000160066 | val_loss: 0.000170481 | Time: 1655.27 ms [2020-12-03 04:50:12 main:581] : INFO : Epoch 744 | loss: 0.000156738 | val_loss: 0.000168718 | Time: 1663.37 ms [2020-12-03 04:50:14 main:581] : INFO : Epoch 745 | loss: 0.000155946 | val_loss: 0.00016763 | Time: 1654.34 ms [2020-12-03 04:50:15 main:581] : INFO : Epoch 746 | loss: 0.000154458 | val_loss: 0.00017356 | Time: 1653.68 ms [2020-12-03 04:50:17 main:581] : INFO : Epoch 747 | loss: 0.000254641 | val_loss: 0.000266552 | Time: 1655.91 ms [2020-12-03 04:50:19 main:581] : INFO : Epoch 748 | loss: 0.000197607 | val_loss: 0.000179303 | Time: 1660.15 ms [2020-12-03 04:50:20 main:581] : INFO : Epoch 749 | loss: 0.000158615 | val_loss: 0.000170143 | Time: 1655.69 ms [2020-12-03 04:50:22 main:581] : INFO : Epoch 750 | loss: 0.000153631 | val_loss: 0.000166573 | Time: 1653.96 ms [2020-12-03 04:50:24 main:581] : INFO : Epoch 751 | loss: 0.000151571 | val_loss: 0.000164644 | Time: 1653.09 ms [2020-12-03 04:50:25 main:581] : INFO : Epoch 752 | loss: 0.000150832 | val_loss: 0.000163892 | Time: 1649.08 ms [2020-12-03 04:50:27 main:581] : INFO : Epoch 753 | loss: 0.000150133 | val_loss: 0.000163665 | Time: 1647.85 ms [2020-12-03 04:50:29 main:581] : INFO : Epoch 754 | loss: 0.000155567 | val_loss: 0.000192522 | Time: 1665.42 ms [2020-12-03 04:50:30 main:581] : INFO : Epoch 755 | loss: 0.000200032 | val_loss: 0.000190531 | Time: 1668.74 ms [2020-12-03 04:50:32 main:581] : INFO : Epoch 756 | loss: 0.000160863 | val_loss: 0.000166822 | Time: 1660.87 ms [2020-12-03 04:50:34 main:581] : INFO : Epoch 757 | loss: 0.000150123 | val_loss: 0.000162173 | Time: 1649.67 ms [2020-12-03 04:50:35 main:581] : INFO : Epoch 758 | loss: 0.000147816 | val_loss: 0.000161509 | Time: 1656.28 ms [2020-12-03 04:50:37 main:581] : INFO : Epoch 759 | loss: 0.000147584 | val_loss: 0.000162292 | Time: 1659.89 ms [2020-12-03 04:50:39 main:581] : INFO : Epoch 760 | loss: 0.00024417 | val_loss: 0.00027267 | Time: 1653.21 ms [2020-12-03 04:50:40 main:581] : INFO : Epoch 761 | loss: 0.00018766 | val_loss: 0.000175721 | Time: 1653.05 ms [2020-12-03 04:50:42 main:581] : INFO : Epoch 762 | loss: 0.000153725 | val_loss: 0.000162299 | Time: 1655.01 ms [2020-12-03 04:50:44 main:581] : INFO : Epoch 763 | loss: 0.000147447 | val_loss: 0.000160224 | Time: 1658.45 ms [2020-12-03 04:50:45 main:581] : INFO : Epoch 764 | loss: 0.000145269 | val_loss: 0.000159118 | Time: 1665.05 ms [2020-12-03 04:50:47 main:581] : INFO : Epoch 765 | loss: 0.000144414 | val_loss: 0.000158051 | Time: 1661.27 ms [2020-12-03 04:50:49 main:581] : INFO : Epoch 766 | loss: 0.000143982 | val_loss: 0.000159328 | Time: 1650.83 ms [2020-12-03 04:50:50 main:581] : INFO : Epoch 767 | loss: 0.000159443 | val_loss: 0.000240769 | Time: 1653.77 ms [2020-12-03 04:50:52 main:581] : INFO : Epoch 768 | loss: 0.000196914 | val_loss: 0.000179987 | Time: 1653.58 ms [2020-12-03 04:50:54 main:581] : INFO : Epoch 769 | loss: 0.000150737 | val_loss: 0.000157787 | Time: 1655.25 ms [2020-12-03 04:50:55 main:581] : INFO : Epoch 770 | loss: 0.000144186 | val_loss: 0.000158922 | Time: 1662.54 ms [2020-12-03 04:50:57 main:581] : INFO : Epoch 771 | loss: 0.000143215 | val_loss: 0.00015678 | Time: 1648.38 ms [2020-12-03 04:50:59 main:581] : INFO : Epoch 772 | loss: 0.000142924 | val_loss: 0.000158798 | Time: 1655.94 ms [2020-12-03 04:51:00 main:581] : INFO : Epoch 773 | loss: 0.000166047 | val_loss: 0.000253117 | Time: 1664.39 ms [2020-12-03 04:51:02 main:581] : INFO : Epoch 774 | loss: 0.000175976 | val_loss: 0.000157295 | Time: 1654.89 ms [2020-12-03 04:51:04 main:581] : INFO : Epoch 775 | loss: 0.000143298 | val_loss: 0.000155432 | Time: 1660.43 ms [2020-12-03 04:51:05 main:581] : INFO : Epoch 776 | loss: 0.000141088 | val_loss: 0.0001555 | Time: 1666.08 ms [2020-12-03 04:51:07 main:581] : INFO : Epoch 777 | loss: 0.000156257 | val_loss: 0.000238092 | Time: 1657.98 ms [2020-12-03 04:51:09 main:581] : INFO : Epoch 778 | loss: 0.000199075 | val_loss: 0.000174509 | Time: 1647.48 ms [2020-12-03 04:51:10 main:581] : INFO : Epoch 779 | loss: 0.000147763 | val_loss: 0.00015786 | Time: 1653.11 ms [2020-12-03 04:51:12 main:581] : INFO : Epoch 780 | loss: 0.000141829 | val_loss: 0.000154279 | Time: 1646.16 ms [2020-12-03 04:51:13 main:581] : INFO : Epoch 781 | loss: 0.000140092 | val_loss: 0.000156236 | Time: 1646.49 ms [2020-12-03 04:51:15 main:581] : INFO : Epoch 782 | loss: 0.000150661 | val_loss: 0.00018661 | Time: 1651.91 ms [2020-12-03 04:51:17 main:581] : INFO : Epoch 783 | loss: 0.000162391 | val_loss: 0.000158033 | Time: 1656.57 ms [2020-12-03 04:51:18 main:581] : INFO : Epoch 784 | loss: 0.000141982 | val_loss: 0.000155518 | Time: 1662.45 ms [2020-12-03 04:51:20 main:581] : INFO : Epoch 785 | loss: 0.000142613 | val_loss: 0.000155239 | Time: 1667.71 ms [2020-12-03 04:51:22 main:581] : INFO : Epoch 786 | loss: 0.000208213 | val_loss: 0.00016386 | Time: 1657.82 ms [2020-12-03 04:51:23 main:581] : INFO : Epoch 787 | loss: 0.000162637 | val_loss: 0.000159681 | Time: 1657.62 ms [2020-12-03 04:51:25 main:581] : INFO : Epoch 788 | loss: 0.000144462 | val_loss: 0.000155344 | Time: 1653.91 ms [2020-12-03 04:51:27 main:581] : INFO : Epoch 789 | loss: 0.000140231 | val_loss: 0.000153834 | Time: 1664.46 ms [2020-12-03 04:51:28 main:581] : INFO : Epoch 790 | loss: 0.000139172 | val_loss: 0.00015277 | Time: 1659.81 ms [2020-12-03 04:51:30 main:581] : INFO : Epoch 791 | loss: 0.000137889 | val_loss: 0.000153932 | Time: 1660.89 ms [2020-12-03 04:51:32 main:581] : INFO : Epoch 792 | loss: 0.00015603 | val_loss: 0.000195802 | Time: 1654.46 ms [2020-12-03 04:51:33 main:581] : INFO : Epoch 793 | loss: 0.000165041 | val_loss: 0.000173455 | Time: 1684.9 ms [2020-12-03 04:51:35 main:581] : INFO : Epoch 794 | loss: 0.000145654 | val_loss: 0.000152838 | Time: 1674.23 ms [2020-12-03 04:51:37 main:581] : INFO : Epoch 795 | loss: 0.000137225 | val_loss: 0.000151522 | Time: 1662.18 ms [2020-12-03 04:51:38 main:581] : INFO : Epoch 796 | loss: 0.000140659 | val_loss: 0.000171936 | Time: 1663.04 ms [2020-12-03 04:51:40 main:581] : INFO : Epoch 797 | loss: 0.000190772 | val_loss: 0.000176918 | Time: 1662.58 ms [2020-12-03 04:51:42 main:581] : INFO : Epoch 798 | loss: 0.000146462 | val_loss: 0.000154726 | Time: 1653.95 ms [2020-12-03 04:51:43 main:581] : INFO : Epoch 799 | loss: 0.000138819 | val_loss: 0.000150902 | Time: 1653.51 ms [2020-12-03 04:51:45 main:581] : INFO : Epoch 800 | loss: 0.000136838 | val_loss: 0.000149897 | Time: 1657.03 ms [2020-12-03 04:51:47 main:581] : INFO : Epoch 801 | loss: 0.000139763 | val_loss: 0.000172611 | Time: 1658.29 ms [2020-12-03 04:51:48 main:581] : INFO : Epoch 802 | loss: 0.000181894 | val_loss: 0.000166345 | Time: 1664.38 ms [2020-12-03 04:51:50 main:581] : INFO : Epoch 803 | loss: 0.000145399 | val_loss: 0.000156611 | Time: 1653.51 ms [2020-12-03 04:51:52 main:581] : INFO : Epoch 804 | loss: 0.0001373 | val_loss: 0.000151016 | Time: 1667.18 ms [2020-12-03 04:51:53 main:581] : INFO : Epoch 805 | loss: 0.000135919 | val_loss: 0.000149403 | Time: 1660.53 ms [2020-12-03 04:51:55 main:581] : INFO : Epoch 806 | loss: 0.000140867 | val_loss: 0.000189913 | Time: 1668.58 ms [2020-12-03 04:51:57 main:581] : INFO : Epoch 807 | loss: 0.000184093 | val_loss: 0.000184198 | Time: 1655.02 ms [2020-12-03 04:51:58 main:581] : INFO : Epoch 808 | loss: 0.000145158 | val_loss: 0.00015323 | Time: 1657.75 ms [2020-12-03 04:52:00 main:581] : INFO : Epoch 809 | loss: 0.000135459 | val_loss: 0.000148978 | Time: 1682.36 ms [2020-12-03 04:52:02 main:581] : INFO : Epoch 810 | loss: 0.000134344 | val_loss: 0.000149266 | Time: 1658.85 ms [2020-12-03 04:52:03 main:581] : INFO : Epoch 811 | loss: 0.000225415 | val_loss: 0.000180591 | Time: 1659.91 ms [2020-12-03 04:52:05 main:581] : INFO : Epoch 812 | loss: 0.000171785 | val_loss: 0.000167083 | Time: 1659.93 ms [2020-12-03 04:52:07 main:581] : INFO : Epoch 813 | loss: 0.000141667 | val_loss: 0.000150819 | Time: 1666.61 ms [2020-12-03 04:52:08 main:581] : INFO : Epoch 814 | loss: 0.000135013 | val_loss: 0.000148734 | Time: 1657.16 ms [2020-12-03 04:52:10 main:581] : INFO : Epoch 815 | loss: 0.000138226 | val_loss: 0.000166242 | Time: 1674.82 ms [2020-12-03 04:52:12 main:581] : INFO : Epoch 816 | loss: 0.000143531 | val_loss: 0.000150823 | Time: 1671.94 ms [2020-12-03 04:52:13 main:581] : INFO : Epoch 817 | loss: 0.000134025 | val_loss: 0.000147495 | Time: 1657.51 ms [2020-12-03 04:52:15 main:581] : INFO : Epoch 818 | loss: 0.000133198 | val_loss: 0.000147493 | Time: 1648.16 ms [2020-12-03 04:52:17 main:581] : INFO : Epoch 819 | loss: 0.000133967 | val_loss: 0.00014881 | Time: 1655.37 ms [2020-12-03 04:52:18 main:581] : INFO : Epoch 820 | loss: 0.000143413 | val_loss: 0.000184887 | Time: 1645.69 ms [2020-12-03 04:52:20 main:581] : INFO : Epoch 821 | loss: 0.000183083 | val_loss: 0.000163133 | Time: 1649.25 ms [2020-12-03 04:52:22 main:581] : INFO : Epoch 822 | loss: 0.000142391 | val_loss: 0.000152754 | Time: 1646.98 ms [2020-12-03 04:52:23 main:581] : INFO : Epoch 823 | loss: 0.000140071 | val_loss: 0.000152391 | Time: 1662.59 ms [2020-12-03 04:52:25 main:581] : INFO : Epoch 824 | loss: 0.000135513 | val_loss: 0.00014896 | Time: 1664.64 ms [2020-12-03 04:52:27 main:581] : INFO : Epoch 825 | loss: 0.000138703 | val_loss: 0.000157015 | Time: 1658.85 ms [2020-12-03 04:52:28 main:581] : INFO : Epoch 826 | loss: 0.000172504 | val_loss: 0.00032004 | Time: 1671.3 ms [2020-12-03 04:52:30 main:581] : INFO : Epoch 827 | loss: 0.000177002 | val_loss: 0.000160421 | Time: 1669.85 ms [2020-12-03 04:52:32 main:581] : INFO : Epoch 828 | loss: 0.0001409 | val_loss: 0.000149797 | Time: 1670.35 ms [2020-12-03 04:52:33 main:581] : INFO : Epoch 829 | loss: 0.000134516 | val_loss: 0.000146777 | Time: 1661.42 ms [2020-12-03 04:52:35 main:581] : INFO : Epoch 830 | loss: 0.000134504 | val_loss: 0.000149114 | Time: 1659.95 ms [2020-12-03 04:52:37 main:581] : INFO : Epoch 831 | loss: 0.00013398 | val_loss: 0.000155905 | Time: 1655.39 ms [2020-12-03 04:52:38 main:581] : INFO : Epoch 832 | loss: 0.000146068 | val_loss: 0.000161954 | Time: 1653.88 ms [2020-12-03 04:52:40 main:581] : INFO : Epoch 833 | loss: 0.000141346 | val_loss: 0.000153606 | Time: 1662.91 ms [2020-12-03 04:52:41 main:581] : INFO : Epoch 834 | loss: 0.000166362 | val_loss: 0.000177194 | Time: 1656.71 ms [2020-12-03 04:52:43 main:581] : INFO : Epoch 835 | loss: 0.000143788 | val_loss: 0.000150374 | Time: 1661.65 ms [2020-12-03 04:52:45 main:581] : INFO : Epoch 836 | loss: 0.000135457 | val_loss: 0.000147338 | Time: 1658.69 ms [2020-12-03 04:52:46 main:581] : INFO : Epoch 837 | loss: 0.000133414 | val_loss: 0.00015056 | Time: 1668.69 ms [2020-12-03 04:52:48 main:581] : INFO : Epoch 838 | loss: 0.000154129 | val_loss: 0.000150145 | Time: 1670.52 ms [2020-12-03 04:52:50 main:581] : INFO : Epoch 839 | loss: 0.000158013 | val_loss: 0.000239231 | Time: 1671.67 ms [2020-12-03 04:52:51 main:581] : INFO : Epoch 840 | loss: 0.000174487 | val_loss: 0.000167958 | Time: 1672.26 ms [2020-12-03 04:52:53 main:581] : INFO : Epoch 841 | loss: 0.000139333 | val_loss: 0.000147662 | Time: 1653.31 ms [2020-12-03 04:52:55 main:581] : INFO : Epoch 842 | loss: 0.000133427 | val_loss: 0.000147276 | Time: 1658.18 ms [2020-12-03 04:52:56 main:581] : INFO : Epoch 843 | loss: 0.000133642 | val_loss: 0.000148336 | Time: 1664.85 ms [2020-12-03 04:52:58 main:581] : INFO : Epoch 844 | loss: 0.000132631 | val_loss: 0.00014575 | Time: 1654.29 ms [2020-12-03 04:53:00 main:581] : INFO : Epoch 845 | loss: 0.000138424 | val_loss: 0.000169195 | Time: 1665.44 ms [2020-12-03 04:53:01 main:581] : INFO : Epoch 846 | loss: 0.000183788 | val_loss: 0.000165617 | Time: 1657.9 ms [2020-12-03 04:53:03 main:581] : INFO : Epoch 847 | loss: 0.000144345 | val_loss: 0.000150064 | Time: 1670.46 ms [2020-12-03 04:53:05 main:581] : INFO : Epoch 848 | loss: 0.00013533 | val_loss: 0.000147307 | Time: 1693.43 ms [2020-12-03 04:53:06 main:581] : INFO : Epoch 849 | loss: 0.000132261 | val_loss: 0.00014425 | Time: 1667.61 ms [2020-12-03 04:53:08 main:581] : INFO : Epoch 850 | loss: 0.000130961 | val_loss: 0.000144092 | Time: 1648.2 ms [2020-12-03 04:53:10 main:581] : INFO : Epoch 851 | loss: 0.000187905 | val_loss: 0.000664685 | Time: 1651.57 ms [2020-12-03 04:53:11 main:581] : INFO : Epoch 852 | loss: 0.000313877 | val_loss: 0.000201082 | Time: 1659.05 ms [2020-12-03 04:53:13 main:581] : INFO : Epoch 853 | loss: 0.000174299 | val_loss: 0.00015683 | Time: 1657.34 ms [2020-12-03 04:53:15 main:581] : INFO : Epoch 854 | loss: 0.000141755 | val_loss: 0.000147236 | Time: 1658.21 ms [2020-12-03 04:53:16 main:581] : INFO : Epoch 855 | loss: 0.000134126 | val_loss: 0.000146023 | Time: 1668.75 ms [2020-12-03 04:53:18 main:581] : INFO : Epoch 856 | loss: 0.000132936 | val_loss: 0.000145125 | Time: 1666.62 ms [2020-12-03 04:53:20 main:581] : INFO : Epoch 857 | loss: 0.000133715 | val_loss: 0.000150727 | Time: 1656.35 ms [2020-12-03 04:53:21 main:581] : INFO : Epoch 858 | loss: 0.000134218 | val_loss: 0.000144637 | Time: 1646.64 ms [2020-12-03 04:53:23 main:581] : INFO : Epoch 859 | loss: 0.000131675 | val_loss: 0.000146261 | Time: 1658.65 ms [2020-12-03 04:53:25 main:581] : INFO : Epoch 860 | loss: 0.000137371 | val_loss: 0.000149067 | Time: 1648.51 ms [2020-12-03 04:53:26 main:581] : INFO : Epoch 861 | loss: 0.000133336 | val_loss: 0.00014658 | Time: 1647.46 ms [2020-12-03 04:53:28 main:581] : INFO : Epoch 862 | loss: 0.000133154 | val_loss: 0.000151814 | Time: 1642.42 ms [2020-12-03 04:53:30 main:581] : INFO : Epoch 863 | loss: 0.000134437 | val_loss: 0.000144737 | Time: 1647.91 ms [2020-12-03 04:53:31 main:581] : INFO : Epoch 864 | loss: 0.000134267 | val_loss: 0.000154235 | Time: 1637.05 ms [2020-12-03 04:53:33 main:581] : INFO : Epoch 865 | loss: 0.000147098 | val_loss: 0.000146121 | Time: 1639.96 ms [2020-12-03 04:53:35 main:581] : INFO : Epoch 866 | loss: 0.000135684 | val_loss: 0.000145089 | Time: 1643.47 ms [2020-12-03 04:53:36 main:581] : INFO : Epoch 867 | loss: 0.000134389 | val_loss: 0.000154627 | Time: 1643.94 ms [2020-12-03 04:53:38 main:581] : INFO : Epoch 868 | loss: 0.000144135 | val_loss: 0.000152805 | Time: 1653.52 ms [2020-12-03 04:53:40 main:581] : INFO : Epoch 869 | loss: 0.000159683 | val_loss: 0.00015063 | Time: 1650.65 ms [2020-12-03 04:53:41 main:581] : INFO : Epoch 870 | loss: 0.000139584 | val_loss: 0.000147853 | Time: 1653.14 ms [2020-12-03 04:53:43 main:581] : INFO : Epoch 871 | loss: 0.000133325 | val_loss: 0.00014293 | Time: 1647.19 ms [2020-12-03 04:53:44 main:581] : INFO : Epoch 872 | loss: 0.000131026 | val_loss: 0.000144065 | Time: 1649.95 ms [2020-12-03 04:53:46 main:581] : INFO : Epoch 873 | loss: 0.000136058 | val_loss: 0.000165502 | Time: 1651.45 ms [2020-12-03 04:53:48 main:581] : INFO : Epoch 874 | loss: 0.000178242 | val_loss: 0.000186701 | Time: 1626.04 ms [2020-12-03 04:53:49 main:581] : INFO : Epoch 875 | loss: 0.000142787 | val_loss: 0.00014443 | Time: 1646.57 ms [2020-12-03 04:53:51 main:581] : INFO : Epoch 876 | loss: 0.000131485 | val_loss: 0.000142939 | Time: 1645.15 ms [2020-12-03 04:53:53 main:581] : INFO : Epoch 877 | loss: 0.000129437 | val_loss: 0.000144741 | Time: 1640.56 ms [2020-12-03 04:53:54 main:581] : INFO : Epoch 878 | loss: 0.000138176 | val_loss: 0.000182021 | Time: 1647.39 ms [2020-12-03 04:53:56 main:581] : INFO : Epoch 879 | loss: 0.000183064 | val_loss: 0.000170241 | Time: 1624.25 ms [2020-12-03 04:53:58 main:581] : INFO : Epoch 880 | loss: 0.000139552 | val_loss: 0.000148055 | Time: 1616.23 ms [2020-12-03 04:53:59 main:581] : INFO : Epoch 881 | loss: 0.000133146 | val_loss: 0.000145149 | Time: 1619.83 ms [2020-12-03 04:54:01 main:581] : INFO : Epoch 882 | loss: 0.00013185 | val_loss: 0.000145024 | Time: 1628.08 ms [2020-12-03 04:54:02 main:581] : INFO : Epoch 883 | loss: 0.000130443 | val_loss: 0.000142302 | Time: 1613.57 ms [2020-12-03 04:54:04 main:581] : INFO : Epoch 884 | loss: 0.000136451 | val_loss: 0.000167692 | Time: 1619.14 ms [2020-12-03 04:54:06 main:581] : INFO : Epoch 885 | loss: 0.000162314 | val_loss: 0.000155598 | Time: 1619.37 ms [2020-12-03 04:54:07 main:581] : INFO : Epoch 886 | loss: 0.000138485 | val_loss: 0.000148085 | Time: 1620.45 ms [2020-12-03 04:54:09 main:581] : INFO : Epoch 887 | loss: 0.0001416 | val_loss: 0.000156477 | Time: 1616.67 ms [2020-12-03 04:54:11 main:581] : INFO : Epoch 888 | loss: 0.000137171 | val_loss: 0.000167549 | Time: 1613.26 ms [2020-12-03 04:54:12 main:581] : INFO : Epoch 889 | loss: 0.000156443 | val_loss: 0.000150817 | Time: 1616.98 ms [2020-12-03 04:54:14 main:581] : INFO : Epoch 890 | loss: 0.000135232 | val_loss: 0.000147972 | Time: 1618.38 ms [2020-12-03 04:54:15 main:581] : INFO : Epoch 891 | loss: 0.000130623 | val_loss: 0.000143521 | Time: 1614.58 ms [2020-12-03 04:54:17 main:581] : INFO : Epoch 892 | loss: 0.000133726 | val_loss: 0.000155545 | Time: 1616.41 ms [2020-12-03 04:54:19 main:581] : INFO : Epoch 893 | loss: 0.000165882 | val_loss: 0.000170061 | Time: 1618.94 ms [2020-12-03 04:54:20 main:581] : INFO : Epoch 894 | loss: 0.000143991 | val_loss: 0.000148766 | Time: 1621.48 ms [2020-12-03 04:54:22 main:581] : INFO : Epoch 895 | loss: 0.000132314 | val_loss: 0.000143522 | Time: 1631.91 ms [2020-12-03 04:54:23 main:581] : INFO : Epoch 896 | loss: 0.000130813 | val_loss: 0.000150909 | Time: 1623.69 ms [2020-12-03 04:54:25 main:581] : INFO : Epoch 897 | loss: 0.000151914 | val_loss: 0.000156851 | Time: 1622.76 ms [2020-12-03 04:54:27 main:581] : INFO : Epoch 898 | loss: 0.000142639 | val_loss: 0.000159212 | Time: 1612.23 ms [2020-12-03 04:54:28 main:581] : INFO : Epoch 899 | loss: 0.000145971 | val_loss: 0.000153273 | Time: 1611.48 ms [2020-12-03 04:54:30 main:581] : INFO : Epoch 900 | loss: 0.000134401 | val_loss: 0.000145534 | Time: 1623.23 ms [2020-12-03 04:54:32 main:581] : INFO : Epoch 901 | loss: 0.000177766 | val_loss: 0.000336753 | Time: 1621.86 ms [2020-12-03 04:54:33 main:581] : INFO : Epoch 902 | loss: 0.000187095 | val_loss: 0.000151736 | Time: 1616.76 ms [2020-12-03 04:54:35 main:581] : INFO : Epoch 903 | loss: 0.000135529 | val_loss: 0.000143995 | Time: 1643.3 ms [2020-12-03 04:54:36 main:581] : INFO : Epoch 904 | loss: 0.000129963 | val_loss: 0.000143451 | Time: 1656.79 ms [2020-12-03 04:54:38 main:581] : INFO : Epoch 905 | loss: 0.000128671 | val_loss: 0.000141788 | Time: 1650.73 ms [2020-12-03 04:54:40 main:581] : INFO : Epoch 906 | loss: 0.000129793 | val_loss: 0.000142358 | Time: 1663.51 ms [2020-12-03 04:54:41 main:581] : INFO : Epoch 907 | loss: 0.00012903 | val_loss: 0.000142193 | Time: 1676.31 ms [2020-12-03 04:54:43 main:581] : INFO : Epoch 908 | loss: 0.000134279 | val_loss: 0.000171922 | Time: 1676.43 ms [2020-12-03 04:54:45 main:581] : INFO : Epoch 909 | loss: 0.000180341 | val_loss: 0.000160515 | Time: 1680.65 ms [2020-12-03 04:54:47 main:581] : INFO : Epoch 910 | loss: 0.000139174 | val_loss: 0.000146618 | Time: 1687.51 ms [2020-12-03 04:54:48 main:581] : INFO : Epoch 911 | loss: 0.000131458 | val_loss: 0.00014317 | Time: 1688.54 ms [2020-12-03 04:54:50 main:581] : INFO : Epoch 912 | loss: 0.000128718 | val_loss: 0.000142747 | Time: 1674.98 ms [2020-12-03 04:54:52 main:581] : INFO : Epoch 913 | loss: 0.000130737 | val_loss: 0.000152089 | Time: 1672.5 ms [2020-12-03 04:54:53 main:581] : INFO : Epoch 914 | loss: 0.000190185 | val_loss: 0.000177284 | Time: 1682.79 ms [2020-12-03 04:54:55 main:581] : INFO : Epoch 915 | loss: 0.000142866 | val_loss: 0.000146152 | Time: 1673.79 ms [2020-12-03 04:54:57 main:581] : INFO : Epoch 916 | loss: 0.000131452 | val_loss: 0.000143911 | Time: 1675.47 ms [2020-12-03 04:54:58 main:581] : INFO : Epoch 917 | loss: 0.000129826 | val_loss: 0.000142383 | Time: 1683.69 ms [2020-12-03 04:55:00 main:581] : INFO : Epoch 918 | loss: 0.000130764 | val_loss: 0.000153217 | Time: 1685.53 ms [2020-12-03 04:55:02 main:581] : INFO : Epoch 919 | loss: 0.000154318 | val_loss: 0.000182537 | Time: 1683.37 ms [2020-12-03 04:55:03 main:581] : INFO : Epoch 920 | loss: 0.000158547 | val_loss: 0.000151019 | Time: 1681.57 ms [2020-12-03 04:55:05 main:581] : INFO : Epoch 921 | loss: 0.000133569 | val_loss: 0.000149284 | Time: 1681.72 ms [2020-12-03 04:55:07 main:581] : INFO : Epoch 922 | loss: 0.000130987 | val_loss: 0.000142103 | Time: 1686.04 ms [2020-12-03 04:55:08 main:581] : INFO : Epoch 923 | loss: 0.000131646 | val_loss: 0.000146957 | Time: 1658.76 ms [2020-12-03 04:55:10 main:581] : INFO : Epoch 924 | loss: 0.000193899 | val_loss: 0.000199375 | Time: 1660.97 ms [2020-12-03 04:55:12 main:581] : INFO : Epoch 925 | loss: 0.000160148 | val_loss: 0.000151626 | Time: 1655.64 ms [2020-12-03 04:55:13 main:581] : INFO : Epoch 926 | loss: 0.000134286 | val_loss: 0.000142546 | Time: 1655.2 ms [2020-12-03 04:55:15 main:581] : INFO : Epoch 927 | loss: 0.000129842 | val_loss: 0.000142579 | Time: 1659.11 ms [2020-12-03 04:55:17 main:581] : INFO : Epoch 928 | loss: 0.00012872 | val_loss: 0.000140926 | Time: 1650.29 ms [2020-12-03 04:55:18 main:581] : INFO : Epoch 929 | loss: 0.000128229 | val_loss: 0.000141381 | Time: 1657.42 ms [2020-12-03 04:55:20 main:581] : INFO : Epoch 930 | loss: 0.000133101 | val_loss: 0.000159092 | Time: 1650.33 ms [2020-12-03 04:55:22 main:581] : INFO : Epoch 931 | loss: 0.000158473 | val_loss: 0.000157187 | Time: 1647.79 ms [2020-12-03 04:55:23 main:581] : INFO : Epoch 932 | loss: 0.000135403 | val_loss: 0.000143605 | Time: 1645.75 ms [2020-12-03 04:55:25 main:581] : INFO : Epoch 933 | loss: 0.000129963 | val_loss: 0.000143451 | Time: 1656.32 ms [2020-12-03 04:55:27 main:581] : INFO : Epoch 934 | loss: 0.000153575 | val_loss: 0.000212084 | Time: 1662.36 ms [2020-12-03 04:55:28 main:581] : INFO : Epoch 935 | loss: 0.000155709 | val_loss: 0.000150027 | Time: 1658.15 ms [2020-12-03 04:55:30 main:581] : INFO : Epoch 936 | loss: 0.00013317 | val_loss: 0.000142679 | Time: 1644.55 ms [2020-12-03 04:55:32 main:581] : INFO : Epoch 937 | loss: 0.000128524 | val_loss: 0.00014229 | Time: 1649.28 ms [2020-12-03 04:55:33 main:581] : INFO : Epoch 938 | loss: 0.000128981 | val_loss: 0.000143216 | Time: 1651.2 ms [2020-12-03 04:55:35 main:581] : INFO : Epoch 939 | loss: 0.000155138 | val_loss: 0.000256872 | Time: 1653.84 ms [2020-12-03 04:55:36 main:581] : INFO : Epoch 940 | loss: 0.000171276 | val_loss: 0.000157902 | Time: 1654.22 ms [2020-12-03 04:55:38 main:581] : INFO : Epoch 941 | loss: 0.000141062 | val_loss: 0.000147492 | Time: 1654.07 ms [2020-12-03 04:55:40 main:581] : INFO : Epoch 942 | loss: 0.000133701 | val_loss: 0.000143711 | Time: 1651.82 ms [2020-12-03 04:55:41 main:581] : INFO : Epoch 943 | loss: 0.000130131 | val_loss: 0.000143367 | Time: 1651.64 ms [2020-12-03 04:55:43 main:581] : INFO : Epoch 944 | loss: 0.000132694 | val_loss: 0.000152101 | Time: 1657.51 ms [2020-12-03 04:55:45 main:581] : INFO : Epoch 945 | loss: 0.000167718 | val_loss: 0.000169523 | Time: 1657.76 ms [2020-12-03 04:55:46 main:581] : INFO : Epoch 946 | loss: 0.000148223 | val_loss: 0.000151856 | Time: 1646.93 ms [2020-12-03 04:55:48 main:581] : INFO : Epoch 947 | loss: 0.000132523 | val_loss: 0.00014314 | Time: 1653.28 ms [2020-12-03 04:55:50 main:581] : INFO : Epoch 948 | loss: 0.00013003 | val_loss: 0.000147348 | Time: 1657.72 ms [2020-12-03 04:55:51 main:581] : INFO : Epoch 949 | loss: 0.000140254 | val_loss: 0.000154565 | Time: 1650.68 ms [2020-12-03 04:55:53 main:581] : INFO : Epoch 950 | loss: 0.00013578 | val_loss: 0.000148185 | Time: 1662.29 ms [2020-12-03 04:55:55 main:581] : INFO : Epoch 951 | loss: 0.00014332 | val_loss: 0.000189837 | Time: 1648.21 ms [2020-12-03 04:55:56 main:581] : INFO : Epoch 952 | loss: 0.000147967 | val_loss: 0.000145851 | Time: 1651.27 ms [2020-12-03 04:55:58 main:581] : INFO : Epoch 953 | loss: 0.00013084 | val_loss: 0.000141824 | Time: 1648.49 ms [2020-12-03 04:56:00 main:581] : INFO : Epoch 954 | loss: 0.000131058 | val_loss: 0.000145641 | Time: 1664.14 ms [2020-12-03 04:56:01 main:581] : INFO : Epoch 955 | loss: 0.000152258 | val_loss: 0.000221577 | Time: 1649.99 ms [2020-12-03 04:56:03 main:581] : INFO : Epoch 956 | loss: 0.000160847 | val_loss: 0.000151804 | Time: 1649.6 ms [2020-12-03 04:56:05 main:581] : INFO : Epoch 957 | loss: 0.000134342 | val_loss: 0.00014512 | Time: 1645.01 ms [2020-12-03 04:56:06 main:581] : INFO : Epoch 958 | loss: 0.000134015 | val_loss: 0.000160275 | Time: 1649.92 ms [2020-12-03 04:56:08 main:581] : INFO : Epoch 959 | loss: 0.000147972 | val_loss: 0.000154175 | Time: 1655.97 ms [2020-12-03 04:56:10 main:581] : INFO : Epoch 960 | loss: 0.000137056 | val_loss: 0.000145036 | Time: 1658.81 ms [2020-12-03 04:56:11 main:581] : INFO : Epoch 961 | loss: 0.000133637 | val_loss: 0.000146684 | Time: 1649.01 ms [2020-12-03 04:56:13 main:581] : INFO : Epoch 962 | loss: 0.000138344 | val_loss: 0.000152276 | Time: 1651.41 ms [2020-12-03 04:56:14 main:581] : INFO : Epoch 963 | loss: 0.000135249 | val_loss: 0.000145635 | Time: 1653.69 ms [2020-12-03 04:56:16 main:581] : INFO : Epoch 964 | loss: 0.000136932 | val_loss: 0.000164721 | Time: 1646.55 ms [2020-12-03 04:56:18 main:581] : INFO : Epoch 965 | loss: 0.000152531 | val_loss: 0.000157061 | Time: 1646.18 ms [2020-12-03 04:56:19 main:581] : INFO : Epoch 966 | loss: 0.000134884 | val_loss: 0.000143523 | Time: 1647.49 ms [2020-12-03 04:56:21 main:581] : INFO : Epoch 967 | loss: 0.000152642 | val_loss: 0.000271267 | Time: 1644.35 ms [2020-12-03 04:56:23 main:581] : INFO : Epoch 968 | loss: 0.000186022 | val_loss: 0.000156145 | Time: 1653.39 ms [2020-12-03 04:56:24 main:581] : INFO : Epoch 969 | loss: 0.000138426 | val_loss: 0.00014532 | Time: 1647.54 ms [2020-12-03 04:56:26 main:581] : INFO : Epoch 970 | loss: 0.000130569 | val_loss: 0.000143507 | Time: 1644.79 ms [2020-12-03 04:56:28 main:581] : INFO : Epoch 971 | loss: 0.000128455 | val_loss: 0.000141437 | Time: 1648.27 ms [2020-12-03 04:56:29 main:581] : INFO : Epoch 972 | loss: 0.000129832 | val_loss: 0.000150575 | Time: 1654.34 ms [2020-12-03 04:56:31 main:581] : INFO : Epoch 973 | loss: 0.000153299 | val_loss: 0.0001716 | Time: 1648.86 ms [2020-12-03 04:56:33 main:581] : INFO : Epoch 974 | loss: 0.000146142 | val_loss: 0.000154096 | Time: 1645.97 ms [2020-12-03 04:56:34 main:581] : INFO : Epoch 975 | loss: 0.000132052 | val_loss: 0.000144286 | Time: 1648.34 ms [2020-12-03 04:56:36 main:581] : INFO : Epoch 976 | loss: 0.000147425 | val_loss: 0.000192653 | Time: 1651.43 ms [2020-12-03 04:56:38 main:581] : INFO : Epoch 977 | loss: 0.000145977 | val_loss: 0.000145235 | Time: 1655.04 ms [2020-12-03 04:56:39 main:581] : INFO : Epoch 978 | loss: 0.00013428 | val_loss: 0.000147627 | Time: 1648.2 ms [2020-12-03 04:56:41 main:581] : INFO : Epoch 979 | loss: 0.000139229 | val_loss: 0.000154177 | Time: 1649.62 ms [2020-12-03 04:56:43 main:581] : INFO : Epoch 980 | loss: 0.000132525 | val_loss: 0.00014566 | Time: 1660.72 ms [2020-12-03 04:56:44 main:581] : INFO : Epoch 981 | loss: 0.00014075 | val_loss: 0.000151418 | Time: 1665.37 ms [2020-12-03 04:56:46 main:581] : INFO : Epoch 982 | loss: 0.00014934 | val_loss: 0.000174316 | Time: 1656.38 ms [2020-12-03 04:56:48 main:581] : INFO : Epoch 983 | loss: 0.000149069 | val_loss: 0.000150914 | Time: 1659.63 ms [2020-12-03 04:56:49 main:581] : INFO : Epoch 984 | loss: 0.000135113 | val_loss: 0.000143552 | Time: 1662.8 ms [2020-12-03 04:56:51 main:581] : INFO : Epoch 985 | loss: 0.000128951 | val_loss: 0.000145208 | Time: 1670.54 ms [2020-12-03 04:56:53 main:581] : INFO : Epoch 986 | loss: 0.000173759 | val_loss: 0.000188786 | Time: 1661.09 ms [2020-12-03 04:56:54 main:581] : INFO : Epoch 987 | loss: 0.000162675 | val_loss: 0.000173089 | Time: 1662.93 ms [2020-12-03 04:56:56 main:581] : INFO : Epoch 988 | loss: 0.00014238 | val_loss: 0.000148597 | Time: 1660.78 ms [2020-12-03 04:56:57 main:581] : INFO : Epoch 989 | loss: 0.000130085 | val_loss: 0.000142509 | Time: 1655.59 ms [2020-12-03 04:56:59 main:581] : INFO : Epoch 990 | loss: 0.000130622 | val_loss: 0.000144572 | Time: 1657.03 ms [2020-12-03 04:57:01 main:581] : INFO : Epoch 991 | loss: 0.000130679 | val_loss: 0.000151508 | Time: 1678.96 ms [2020-12-03 04:57:02 main:581] : INFO : Epoch 992 | loss: 0.000150782 | val_loss: 0.000148293 | Time: 1655.29 ms [2020-12-03 04:57:04 main:581] : INFO : Epoch 993 | loss: 0.000132257 | val_loss: 0.000142273 | Time: 1659.97 ms [2020-12-03 04:57:06 main:581] : INFO : Epoch 994 | loss: 0.00012928 | val_loss: 0.000142522 | Time: 1669.17 ms [2020-12-03 04:57:07 main:581] : INFO : Epoch 995 | loss: 0.000146569 | val_loss: 0.00017015 | Time: 1664.82 ms [2020-12-03 04:57:09 main:581] : INFO : Epoch 996 | loss: 0.000142223 | val_loss: 0.000153868 | Time: 1665.31 ms [2020-12-03 04:57:11 main:581] : INFO : Epoch 997 | loss: 0.000136578 | val_loss: 0.000164965 | Time: 1661.26 ms [2020-12-03 04:57:12 main:581] : INFO : Epoch 998 | loss: 0.000177087 | val_loss: 0.000163486 | Time: 1681.71 ms [2020-12-03 04:57:14 main:581] : INFO : Epoch 999 | loss: 0.000137557 | val_loss: 0.000143366 | Time: 1659.28 ms [2020-12-03 04:57:16 main:581] : INFO : Epoch 1000 | loss: 0.000128657 | val_loss: 0.000142381 | Time: 1654.35 ms [2020-12-03 04:57:17 main:581] : INFO : Epoch 1001 | loss: 0.000129619 | val_loss: 0.00015143 | Time: 1654.34 ms [2020-12-03 04:57:19 main:581] : INFO : Epoch 1002 | loss: 0.000159154 | val_loss: 0.000169194 | Time: 1643.09 ms [2020-12-03 04:57:21 main:581] : INFO : Epoch 1003 | loss: 0.000145406 | val_loss: 0.000149495 | Time: 1636.67 ms [2020-12-03 04:57:22 main:581] : INFO : Epoch 1004 | loss: 0.000132032 | val_loss: 0.000145085 | Time: 1638.47 ms [2020-12-03 04:57:24 main:581] : INFO : Epoch 1005 | loss: 0.000131022 | val_loss: 0.000141415 | Time: 1630.68 ms [2020-12-03 04:57:26 main:581] : INFO : Epoch 1006 | loss: 0.000154096 | val_loss: 0.000247076 | Time: 1639.1 ms [2020-12-03 04:57:27 main:581] : INFO : Epoch 1007 | loss: 0.000176609 | val_loss: 0.000157388 | Time: 1640.91 ms [2020-12-03 04:57:29 main:581] : INFO : Epoch 1008 | loss: 0.00013706 | val_loss: 0.000145178 | Time: 1636.6 ms [2020-12-03 04:57:31 main:581] : INFO : Epoch 1009 | loss: 0.000128863 | val_loss: 0.000140553 | Time: 1648.69 ms [2020-12-03 04:57:32 main:581] : INFO : Epoch 1010 | loss: 0.000127951 | val_loss: 0.000141997 | Time: 1642.7 ms [2020-12-03 04:57:34 main:581] : INFO : Epoch 1011 | loss: 0.000136407 | val_loss: 0.000165621 | Time: 1640.46 ms [2020-12-03 04:57:36 main:581] : INFO : Epoch 1012 | loss: 0.000157659 | val_loss: 0.000159068 | Time: 1654.52 ms [2020-12-03 04:57:37 main:581] : INFO : Epoch 1013 | loss: 0.000137066 | val_loss: 0.000148104 | Time: 1654.36 ms [2020-12-03 04:57:39 main:581] : INFO : Epoch 1014 | loss: 0.000131092 | val_loss: 0.000141284 | Time: 1649.29 ms [2020-12-03 04:57:40 main:581] : INFO : Epoch 1015 | loss: 0.000128691 | val_loss: 0.000146854 | Time: 1638.9 ms [2020-12-03 04:57:42 main:581] : INFO : Epoch 1016 | loss: 0.000163999 | val_loss: 0.000206703 | Time: 1649.19 ms [2020-12-03 04:57:44 main:581] : INFO : Epoch 1017 | loss: 0.000153501 | val_loss: 0.000155284 | Time: 1643.73 ms [2020-12-03 04:57:45 main:581] : INFO : Epoch 1018 | loss: 0.00014092 | val_loss: 0.000144784 | Time: 1644.19 ms [2020-12-03 04:57:47 main:581] : INFO : Epoch 1019 | loss: 0.000128677 | val_loss: 0.00014296 | Time: 1650.01 ms [2020-12-03 04:57:49 main:581] : INFO : Epoch 1020 | loss: 0.000129998 | val_loss: 0.00015117 | Time: 1637.74 ms [2020-12-03 04:57:50 main:581] : INFO : Epoch 1021 | loss: 0.000148777 | val_loss: 0.000148511 | Time: 1639.24 ms [2020-12-03 04:57:52 main:581] : INFO : Epoch 1022 | loss: 0.000132016 | val_loss: 0.000144666 | Time: 1640.1 ms [2020-12-03 04:57:54 main:581] : INFO : Epoch 1023 | loss: 0.000130548 | val_loss: 0.000151896 | Time: 1647.56 ms [2020-12-03 04:57:55 main:581] : INFO : Epoch 1024 | loss: 0.000142683 | val_loss: 0.000159209 | Time: 1648.53 ms [2020-12-03 04:57:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000159209 [2020-12-03 04:57:55 main:610] : INFO : Saving end state to config to file [2020-12-03 04:57:55 main:615] : INFO : Success, exiting.. 04:57:55 (419265): 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)