Task 3275249
| Name | EightBitModified-1605455613-1405-7_0 |
| Workunit | 1547460 |
| Created | 14 Dec 2020, 9:56:19 UTC |
| Sent | 15 Dec 2020, 19:17:04 UTC |
| Report deadline | 22 Dec 2020, 19:17:04 UTC |
| Received | 16 Dec 2020, 9:20:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 9 sec |
| CPU time | 28 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 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> 2-16 03:35:01 main:581] : INFO : Epoch 525 | loss: 0.000952253 | val_loss: 0.000971218 | Time: 1665.15 ms [2020-12-16 03:35:03 main:581] : INFO : Epoch 526 | loss: 0.000952382 | val_loss: 0.000966894 | Time: 1650.23 ms [2020-12-16 03:35:04 main:581] : INFO : Epoch 527 | loss: 0.000958806 | val_loss: 0.000973867 | Time: 1648.88 ms [2020-12-16 03:35:06 main:581] : INFO : Epoch 528 | loss: 0.000959809 | val_loss: 0.000974211 | Time: 1652.08 ms [2020-12-16 03:35:08 main:581] : INFO : Epoch 529 | loss: 0.000960277 | val_loss: 0.000986325 | Time: 1650.28 ms [2020-12-16 03:35:09 main:581] : INFO : Epoch 530 | loss: 0.000959587 | val_loss: 0.000968909 | Time: 1644.94 ms [2020-12-16 03:35:11 main:581] : INFO : Epoch 531 | loss: 0.000952987 | val_loss: 0.000973074 | Time: 1649.61 ms [2020-12-16 03:35:12 main:581] : INFO : Epoch 532 | loss: 0.000954199 | val_loss: 0.000968428 | Time: 1651.09 ms [2020-12-16 03:35:14 main:581] : INFO : Epoch 533 | loss: 0.00095286 | val_loss: 0.000968533 | Time: 1653.86 ms [2020-12-16 03:35:16 main:581] : INFO : Epoch 534 | loss: 0.000957906 | val_loss: 0.000970097 | Time: 1653.72 ms [2020-12-16 03:35:17 main:581] : INFO : Epoch 535 | loss: 0.000954181 | val_loss: 0.000968663 | Time: 1650.29 ms [2020-12-16 03:35:19 main:581] : INFO : Epoch 536 | loss: 0.000955536 | val_loss: 0.000969089 | Time: 1645.13 ms [2020-12-16 03:35:21 main:581] : INFO : Epoch 537 | loss: 0.000954988 | val_loss: 0.000972667 | Time: 1652.69 ms [2020-12-16 03:35:22 main:581] : INFO : Epoch 538 | loss: 0.000956447 | val_loss: 0.000971816 | Time: 1648.87 ms [2020-12-16 03:35:24 main:581] : INFO : Epoch 539 | loss: 0.000961375 | val_loss: 0.000978643 | Time: 1648.35 ms [2020-12-16 03:35:26 main:581] : INFO : Epoch 540 | loss: 0.000959352 | val_loss: 0.000970951 | Time: 1648.46 ms [2020-12-16 03:35:27 main:581] : INFO : Epoch 541 | loss: 0.00095298 | val_loss: 0.000971005 | Time: 1648.02 ms [2020-12-16 03:35:29 main:581] : INFO : Epoch 542 | loss: 0.000953484 | val_loss: 0.000985634 | Time: 1655.4 ms [2020-12-16 03:35:31 main:581] : INFO : Epoch 543 | loss: 0.000968081 | val_loss: 0.000970786 | Time: 1656.16 ms [2020-12-16 03:35:32 main:581] : INFO : Epoch 544 | loss: 0.000957459 | val_loss: 0.000974495 | Time: 1635.27 ms [2020-12-16 03:35:34 main:581] : INFO : Epoch 545 | loss: 0.000953325 | val_loss: 0.000967219 | Time: 1635.2 ms [2020-12-16 03:35:36 main:581] : INFO : Epoch 546 | loss: 0.000950667 | val_loss: 0.000968729 | Time: 1634.54 ms [2020-12-16 03:35:37 main:581] : INFO : Epoch 547 | loss: 0.000952348 | val_loss: 0.000970092 | Time: 1636.69 ms [2020-12-16 03:35:39 main:581] : INFO : Epoch 548 | loss: 0.000961624 | val_loss: 0.000973623 | Time: 1637.46 ms [2020-12-16 03:35:40 main:581] : INFO : Epoch 549 | loss: 0.000962683 | val_loss: 0.000979683 | Time: 1639.34 ms [2020-12-16 03:35:42 main:581] : INFO : Epoch 550 | loss: 0.000955923 | val_loss: 0.000967899 | Time: 1644.35 ms [2020-12-16 03:35:44 main:581] : INFO : Epoch 551 | loss: 0.000952706 | val_loss: 0.000967172 | Time: 1633.54 ms [2020-12-16 03:35:45 main:581] : INFO : Epoch 552 | loss: 0.000951807 | val_loss: 0.000967351 | Time: 1634.22 ms [2020-12-16 03:35:47 main:581] : INFO : Epoch 553 | loss: 0.000952231 | val_loss: 0.000966229 | Time: 1632.29 ms [2020-12-16 03:35:49 main:581] : INFO : Epoch 554 | loss: 0.000957275 | val_loss: 0.000966386 | Time: 1634.6 ms [2020-12-16 03:35:50 main:581] : INFO : Epoch 555 | loss: 0.000953329 | val_loss: 0.000975031 | Time: 1639.02 ms [2020-12-16 03:35:52 main:581] : INFO : Epoch 556 | loss: 0.000957662 | val_loss: 0.000986087 | Time: 1653.64 ms [2020-12-16 03:35:54 main:581] : INFO : Epoch 557 | loss: 0.000957677 | val_loss: 0.000969369 | Time: 1643.72 ms [2020-12-16 03:35:55 main:581] : INFO : Epoch 558 | loss: 0.000955651 | val_loss: 0.000969639 | Time: 1651.36 ms [2020-12-16 03:35:57 main:581] : INFO : Epoch 559 | loss: 0.000952411 | val_loss: 0.000968343 | Time: 1658.68 ms [2020-12-16 03:35:59 main:581] : INFO : Epoch 560 | loss: 0.000954826 | val_loss: 0.000972204 | Time: 1646.8 ms [2020-12-16 03:36:00 main:581] : INFO : Epoch 561 | loss: 0.000957104 | val_loss: 0.000975998 | Time: 1660.93 ms [2020-12-16 03:36:02 main:581] : INFO : Epoch 562 | loss: 0.000957991 | val_loss: 0.000977118 | Time: 1655.96 ms [2020-12-16 03:36:04 main:581] : INFO : Epoch 563 | loss: 0.000958058 | val_loss: 0.000970933 | Time: 1653.4 ms [2020-12-16 03:36:05 main:581] : INFO : Epoch 564 | loss: 0.000951484 | val_loss: 0.000965553 | Time: 1652.29 ms [2020-12-16 03:36:07 main:581] : INFO : Epoch 565 | loss: 0.000951959 | val_loss: 0.00096934 | Time: 1644.9 ms [2020-12-16 03:36:08 main:581] : INFO : Epoch 566 | loss: 0.000952074 | val_loss: 0.000968351 | Time: 1638.1 ms [2020-12-16 03:36:10 main:581] : INFO : Epoch 567 | loss: 0.000953591 | val_loss: 0.00100281 | Time: 1646.76 ms [2020-12-16 03:36:12 main:581] : INFO : Epoch 568 | loss: 0.000976681 | val_loss: 0.000971527 | Time: 1648.71 ms [2020-12-16 03:36:13 main:581] : INFO : Epoch 569 | loss: 0.000952428 | val_loss: 0.000965976 | Time: 1654.62 ms [2020-12-16 03:36:15 main:581] : INFO : Epoch 570 | loss: 0.000950561 | val_loss: 0.000967478 | Time: 1664.4 ms [2020-12-16 03:36:17 main:581] : INFO : Epoch 571 | loss: 0.000949494 | val_loss: 0.000965126 | Time: 1649.66 ms [2020-12-16 03:36:18 main:581] : INFO : Epoch 572 | loss: 0.000949517 | val_loss: 0.000963911 | Time: 1648.3 ms [2020-12-16 03:36:20 main:581] : INFO : Epoch 573 | loss: 0.000948763 | val_loss: 0.000968747 | Time: 1649.26 ms [2020-12-16 03:36:22 main:581] : INFO : Epoch 574 | loss: 0.000950664 | val_loss: 0.000969949 | Time: 1652.4 ms [2020-12-16 03:36:23 main:581] : INFO : Epoch 575 | loss: 0.000953315 | val_loss: 0.000971777 | Time: 1654.11 ms [2020-12-16 03:36:25 main:581] : INFO : Epoch 576 | loss: 0.000956479 | val_loss: 0.000976095 | Time: 1660.94 ms [2020-12-16 03:36:27 main:581] : INFO : Epoch 577 | loss: 0.000964875 | val_loss: 0.000972002 | Time: 1656.37 ms [2020-12-16 03:36:28 main:581] : INFO : Epoch 578 | loss: 0.0009546 | val_loss: 0.000969897 | Time: 1646.03 ms [2020-12-16 03:36:30 main:581] : INFO : Epoch 579 | loss: 0.000949868 | val_loss: 0.000968002 | Time: 1649.37 ms [2020-12-16 03:36:32 main:581] : INFO : Epoch 580 | loss: 0.000958579 | val_loss: 0.00096903 | Time: 1646.41 ms [2020-12-16 03:36:33 main:581] : INFO : Epoch 581 | loss: 0.000952698 | val_loss: 0.00096505 | Time: 1652.51 ms [2020-12-16 03:36:35 main:581] : INFO : Epoch 582 | loss: 0.000951655 | val_loss: 0.000967705 | Time: 1650.94 ms [2020-12-16 03:36:37 main:581] : INFO : Epoch 583 | loss: 0.000957113 | val_loss: 0.000967858 | Time: 1644.98 ms [2020-12-16 03:36:38 main:581] : INFO : Epoch 584 | loss: 0.000952488 | val_loss: 0.000966604 | Time: 1647.87 ms [2020-12-16 03:36:40 main:581] : INFO : Epoch 585 | loss: 0.000953395 | val_loss: 0.000969436 | Time: 1648.96 ms [2020-12-16 03:36:41 main:581] : INFO : Epoch 586 | loss: 0.000953885 | val_loss: 0.000963675 | Time: 1649.47 ms [2020-12-16 03:36:43 main:581] : INFO : Epoch 587 | loss: 0.00095128 | val_loss: 0.000971351 | Time: 1649.73 ms [2020-12-16 03:36:45 main:581] : INFO : Epoch 588 | loss: 0.000955546 | val_loss: 0.000970749 | Time: 1646.56 ms [2020-12-16 03:36:46 main:581] : INFO : Epoch 589 | loss: 0.000954585 | val_loss: 0.000974117 | Time: 1652.35 ms [2020-12-16 03:36:48 main:581] : INFO : Epoch 590 | loss: 0.000951754 | val_loss: 0.000966271 | Time: 1655.82 ms [2020-12-16 03:36:50 main:581] : INFO : Epoch 591 | loss: 0.000951009 | val_loss: 0.000971626 | Time: 1653.35 ms [2020-12-16 03:36:51 main:581] : INFO : Epoch 592 | loss: 0.00095341 | val_loss: 0.000967627 | Time: 1645.62 ms [2020-12-16 03:36:53 main:581] : INFO : Epoch 593 | loss: 0.000949723 | val_loss: 0.000970165 | Time: 1659.05 ms [2020-12-16 03:36:55 main:581] : INFO : Epoch 594 | loss: 0.000967099 | val_loss: 0.000974334 | Time: 1657.79 ms [2020-12-16 03:36:56 main:581] : INFO : Epoch 595 | loss: 0.000956521 | val_loss: 0.000972269 | Time: 1641.1 ms [2020-12-16 03:36:58 main:581] : INFO : Epoch 596 | loss: 0.000951169 | val_loss: 0.000965406 | Time: 1641.67 ms [2020-12-16 03:37:00 main:581] : INFO : Epoch 597 | loss: 0.000947156 | val_loss: 0.000961455 | Time: 1646.08 ms [2020-12-16 03:37:01 main:581] : INFO : Epoch 598 | loss: 0.000947932 | val_loss: 0.000961865 | Time: 1644.35 ms [2020-12-16 03:37:03 main:581] : INFO : Epoch 599 | loss: 0.00095145 | val_loss: 0.000969021 | Time: 1642.97 ms [2020-12-16 03:37:05 main:581] : INFO : Epoch 600 | loss: 0.000954146 | val_loss: 0.000971501 | Time: 1635.98 ms [2020-12-16 03:37:06 main:581] : INFO : Epoch 601 | loss: 0.00095169 | val_loss: 0.000970076 | Time: 1633.23 ms [2020-12-16 03:37:08 main:581] : INFO : Epoch 602 | loss: 0.000953118 | val_loss: 0.000968476 | Time: 1639.14 ms [2020-12-16 03:37:09 main:581] : INFO : Epoch 603 | loss: 0.00095551 | val_loss: 0.000967121 | Time: 1636.82 ms [2020-12-16 03:37:11 main:581] : INFO : Epoch 604 | loss: 0.000951499 | val_loss: 0.00096713 | Time: 1637.89 ms [2020-12-16 03:37:13 main:581] : INFO : Epoch 605 | loss: 0.000948877 | val_loss: 0.000969132 | Time: 1644.76 ms [2020-12-16 03:37:14 main:581] : INFO : Epoch 606 | loss: 0.0009633 | val_loss: 0.000976016 | Time: 1632.48 ms [2020-12-16 03:37:16 main:581] : INFO : Epoch 607 | loss: 0.00104741 | val_loss: 0.00106805 | Time: 1626.6 ms [2020-12-16 03:37:18 main:581] : INFO : Epoch 608 | loss: 0.00102273 | val_loss: 0.00100224 | Time: 1634 ms [2020-12-16 03:37:19 main:581] : INFO : Epoch 609 | loss: 0.000973715 | val_loss: 0.000979386 | Time: 1634.4 ms [2020-12-16 03:37:21 main:581] : INFO : Epoch 610 | loss: 0.000957852 | val_loss: 0.000968816 | Time: 1633.42 ms [2020-12-16 03:37:23 main:581] : INFO : Epoch 611 | loss: 0.000951865 | val_loss: 0.000965537 | Time: 1635.95 ms [2020-12-16 03:37:24 main:581] : INFO : Epoch 612 | loss: 0.000950182 | val_loss: 0.00096672 | Time: 1638.85 ms [2020-12-16 03:37:26 main:581] : INFO : Epoch 613 | loss: 0.000950829 | val_loss: 0.000970558 | Time: 1631.88 ms [2020-12-16 03:37:27 main:581] : INFO : Epoch 614 | loss: 0.00095346 | val_loss: 0.000964968 | Time: 1629.69 ms [2020-12-16 03:37:29 main:581] : INFO : Epoch 615 | loss: 0.0009495 | val_loss: 0.000965357 | Time: 1629.34 ms [2020-12-16 03:37:31 main:581] : INFO : Epoch 616 | loss: 0.000948174 | val_loss: 0.00096668 | Time: 1622.69 ms [2020-12-16 03:37:32 main:581] : INFO : Epoch 617 | loss: 0.000951945 | val_loss: 0.000963468 | Time: 1618.4 ms [2020-12-16 03:37:34 main:581] : INFO : Epoch 618 | loss: 0.000949942 | val_loss: 0.000970303 | Time: 1619.14 ms [2020-12-16 03:37:36 main:581] : INFO : Epoch 619 | loss: 0.000951328 | val_loss: 0.000965298 | Time: 1619.75 ms [2020-12-16 03:37:37 main:581] : INFO : Epoch 620 | loss: 0.000951926 | val_loss: 0.000969262 | Time: 1623.54 ms [2020-12-16 03:37:39 main:581] : INFO : Epoch 621 | loss: 0.000951432 | val_loss: 0.000966728 | Time: 1624.87 ms [2020-12-16 03:37:40 main:581] : INFO : Epoch 622 | loss: 0.00095117 | val_loss: 0.000967576 | Time: 1635.34 ms [2020-12-16 03:37:42 main:581] : INFO : Epoch 623 | loss: 0.000955737 | val_loss: 0.000963182 | Time: 1638.75 ms [2020-12-16 03:37:44 main:581] : INFO : Epoch 624 | loss: 0.000948264 | val_loss: 0.000965814 | Time: 1634.43 ms [2020-12-16 03:37:45 main:581] : INFO : Epoch 625 | loss: 0.000948126 | val_loss: 0.000966465 | Time: 1636.19 ms [2020-12-16 03:37:47 main:581] : INFO : Epoch 626 | loss: 0.000964225 | val_loss: 0.000970653 | Time: 1630.88 ms [2020-12-16 03:37:49 main:581] : INFO : Epoch 627 | loss: 0.000951346 | val_loss: 0.000965379 | Time: 1626.78 ms [2020-12-16 03:37:50 main:581] : INFO : Epoch 628 | loss: 0.000948163 | val_loss: 0.000963801 | Time: 1628.9 ms [2020-12-16 03:37:52 main:581] : INFO : Epoch 629 | loss: 0.000948029 | val_loss: 0.00096323 | Time: 1630.07 ms [2020-12-16 03:37:53 main:581] : INFO : Epoch 630 | loss: 0.000954389 | val_loss: 0.000967578 | Time: 1640.23 ms [2020-12-16 03:37:55 main:581] : INFO : Epoch 631 | loss: 0.000948848 | val_loss: 0.000968456 | Time: 1630.03 ms [2020-12-16 03:37:57 main:581] : INFO : Epoch 632 | loss: 0.00095903 | val_loss: 0.00097289 | Time: 1631.87 ms [2020-12-16 03:37:58 main:581] : INFO : Epoch 633 | loss: 0.000948831 | val_loss: 0.000963845 | Time: 1655.19 ms [2020-12-16 03:38:00 main:581] : INFO : Epoch 634 | loss: 0.000950153 | val_loss: 0.000965264 | Time: 1656 ms [2020-12-16 03:38:02 main:581] : INFO : Epoch 635 | loss: 0.000951819 | val_loss: 0.000970532 | Time: 1635.75 ms [2020-12-16 03:38:03 main:581] : INFO : Epoch 636 | loss: 0.000952701 | val_loss: 0.000973822 | Time: 1627.45 ms [2020-12-16 03:38:05 main:581] : INFO : Epoch 637 | loss: 0.000954465 | val_loss: 0.000969417 | Time: 1628.97 ms [2020-12-16 03:38:07 main:581] : INFO : Epoch 638 | loss: 0.000950666 | val_loss: 0.000966585 | Time: 1633 ms [2020-12-16 03:38:08 main:581] : INFO : Epoch 639 | loss: 0.000952326 | val_loss: 0.000970593 | Time: 1628.02 ms [2020-12-16 03:38:10 main:581] : INFO : Epoch 640 | loss: 0.000951928 | val_loss: 0.000977393 | Time: 1636.8 ms [2020-12-16 03:38:12 main:581] : INFO : Epoch 641 | loss: 0.000957492 | val_loss: 0.000987832 | Time: 1641.06 ms [2020-12-16 03:38:13 main:581] : INFO : Epoch 642 | loss: 0.000963383 | val_loss: 0.000972345 | Time: 1637.47 ms [2020-12-16 03:38:15 main:581] : INFO : Epoch 643 | loss: 0.000955864 | val_loss: 0.000966819 | Time: 1639.99 ms [2020-12-16 03:38:16 main:581] : INFO : Epoch 644 | loss: 0.000950285 | val_loss: 0.000972437 | Time: 1661.04 ms [2020-12-16 03:38:18 main:581] : INFO : Epoch 645 | loss: 0.000949584 | val_loss: 0.000966279 | Time: 1676.92 ms [2020-12-16 03:38:20 main:581] : INFO : Epoch 646 | loss: 0.000949832 | val_loss: 0.000962378 | Time: 1662.75 ms [2020-12-16 03:38:21 main:581] : INFO : Epoch 647 | loss: 0.000947362 | val_loss: 0.000963179 | Time: 1661.8 ms [2020-12-16 03:38:23 main:581] : INFO : Epoch 648 | loss: 0.000951756 | val_loss: 0.000976542 | Time: 1684.13 ms [2020-12-16 03:38:25 main:581] : INFO : Epoch 649 | loss: 0.000950353 | val_loss: 0.000973096 | Time: 1666.45 ms [2020-12-16 03:38:26 main:581] : INFO : Epoch 650 | loss: 0.000954371 | val_loss: 0.000967172 | Time: 1665.16 ms [2020-12-16 03:38:28 main:581] : INFO : Epoch 651 | loss: 0.000949107 | val_loss: 0.000966813 | Time: 1673.11 ms [2020-12-16 03:38:30 main:581] : INFO : Epoch 652 | loss: 0.000949336 | val_loss: 0.000963785 | Time: 1663.53 ms [2020-12-16 03:38:31 main:581] : INFO : Epoch 653 | loss: 0.000948414 | val_loss: 0.00097195 | Time: 1676.52 ms [2020-12-16 03:38:33 main:581] : INFO : Epoch 654 | loss: 0.000953672 | val_loss: 0.000970696 | Time: 1664.6 ms [2020-12-16 03:38:35 main:581] : INFO : Epoch 655 | loss: 0.000953132 | val_loss: 0.000978938 | Time: 1661.04 ms [2020-12-16 03:38:36 main:581] : INFO : Epoch 656 | loss: 0.00095609 | val_loss: 0.00097146 | Time: 1660.39 ms [2020-12-16 03:38:38 main:581] : INFO : Epoch 657 | loss: 0.000957779 | val_loss: 0.000967368 | Time: 1666.35 ms [2020-12-16 03:38:40 main:581] : INFO : Epoch 658 | loss: 0.000950993 | val_loss: 0.000965258 | Time: 1660.85 ms [2020-12-16 03:38:41 main:581] : INFO : Epoch 659 | loss: 0.000947666 | val_loss: 0.00096448 | Time: 1669.36 ms [2020-12-16 03:38:43 main:581] : INFO : Epoch 660 | loss: 0.00095095 | val_loss: 0.000966526 | Time: 1671.93 ms [2020-12-16 03:38:45 main:581] : INFO : Epoch 661 | loss: 0.000954524 | val_loss: 0.000975865 | Time: 1666.64 ms [2020-12-16 03:38:46 main:581] : INFO : Epoch 662 | loss: 0.000954289 | val_loss: 0.000966545 | Time: 1670.36 ms [2020-12-16 03:38:48 main:581] : INFO : Epoch 663 | loss: 0.000948952 | val_loss: 0.000966462 | Time: 1656.83 ms [2020-12-16 03:38:50 main:581] : INFO : Epoch 664 | loss: 0.000948869 | val_loss: 0.000964785 | Time: 1665.18 ms [2020-12-16 03:38:51 main:581] : INFO : Epoch 665 | loss: 0.000962846 | val_loss: 0.000969988 | Time: 1661.91 ms [2020-12-16 03:38:53 main:581] : INFO : Epoch 666 | loss: 0.000954073 | val_loss: 0.000974263 | Time: 1663.03 ms [2020-12-16 03:38:55 main:581] : INFO : Epoch 667 | loss: 0.000955565 | val_loss: 0.000963595 | Time: 1666.45 ms [2020-12-16 03:38:56 main:581] : INFO : Epoch 668 | loss: 0.000948716 | val_loss: 0.0009648 | Time: 1660.55 ms [2020-12-16 03:38:58 main:581] : INFO : Epoch 669 | loss: 0.000947578 | val_loss: 0.000959828 | Time: 1665.72 ms [2020-12-16 03:39:00 main:581] : INFO : Epoch 670 | loss: 0.00094689 | val_loss: 0.000968589 | Time: 1668.47 ms [2020-12-16 03:39:01 main:581] : INFO : Epoch 671 | loss: 0.000952446 | val_loss: 0.000972488 | Time: 1668.11 ms [2020-12-16 03:39:03 main:581] : INFO : Epoch 672 | loss: 0.000954287 | val_loss: 0.000975828 | Time: 1646.38 ms [2020-12-16 03:39:05 main:581] : INFO : Epoch 673 | loss: 0.00095643 | val_loss: 0.000984071 | Time: 1661.43 ms [2020-12-16 03:39:06 main:581] : INFO : Epoch 674 | loss: 0.000963208 | val_loss: 0.000981997 | Time: 1653.79 ms [2020-12-16 03:39:08 main:581] : INFO : Epoch 675 | loss: 0.00095599 | val_loss: 0.000966315 | Time: 1652.12 ms [2020-12-16 03:39:10 main:581] : INFO : Epoch 676 | loss: 0.000947921 | val_loss: 0.000967152 | Time: 1660.45 ms [2020-12-16 03:39:11 main:581] : INFO : Epoch 677 | loss: 0.000950658 | val_loss: 0.000967356 | Time: 1654.59 ms [2020-12-16 03:39:13 main:581] : INFO : Epoch 678 | loss: 0.000950527 | val_loss: 0.000985327 | Time: 1653.99 ms [2020-12-16 03:39:15 main:581] : INFO : Epoch 679 | loss: 0.00241073 | val_loss: 0.00520831 | Time: 1653.37 ms [2020-12-16 03:39:16 main:581] : INFO : Epoch 680 | loss: 0.00508198 | val_loss: 0.00294503 | Time: 1645.13 ms [2020-12-16 03:39:18 main:581] : INFO : Epoch 681 | loss: 0.00192054 | val_loss: 0.00129945 | Time: 1641.91 ms [2020-12-16 03:39:20 main:581] : INFO : Epoch 682 | loss: 0.00115582 | val_loss: 0.00106344 | Time: 1643.67 ms [2020-12-16 03:39:21 main:581] : INFO : Epoch 683 | loss: 0.00100323 | val_loss: 0.00099208 | Time: 1635.64 ms [2020-12-16 03:39:23 main:581] : INFO : Epoch 684 | loss: 0.000964501 | val_loss: 0.000971455 | Time: 1634.31 ms [2020-12-16 03:39:25 main:581] : INFO : Epoch 685 | loss: 0.000957039 | val_loss: 0.000973769 | Time: 1647.57 ms [2020-12-16 03:39:26 main:581] : INFO : Epoch 686 | loss: 0.000955497 | val_loss: 0.000968481 | Time: 1648.31 ms [2020-12-16 03:39:28 main:581] : INFO : Epoch 687 | loss: 0.00094909 | val_loss: 0.000965969 | Time: 1634.84 ms [2020-12-16 03:39:29 main:581] : INFO : Epoch 688 | loss: 0.000952968 | val_loss: 0.000964669 | Time: 1638.44 ms [2020-12-16 03:39:31 main:581] : INFO : Epoch 689 | loss: 0.000945756 | val_loss: 0.000961315 | Time: 1644.64 ms [2020-12-16 03:39:33 main:581] : INFO : Epoch 690 | loss: 0.000944114 | val_loss: 0.000960165 | Time: 1661.33 ms [2020-12-16 03:39:34 main:581] : INFO : Epoch 691 | loss: 0.000942963 | val_loss: 0.000960005 | Time: 1652.66 ms [2020-12-16 03:39:36 main:581] : INFO : Epoch 692 | loss: 0.000942188 | val_loss: 0.000959512 | Time: 1653.66 ms [2020-12-16 03:39:38 main:581] : INFO : Epoch 693 | loss: 0.000941902 | val_loss: 0.000959031 | Time: 1646.98 ms [2020-12-16 03:39:39 main:581] : INFO : Epoch 694 | loss: 0.000942051 | val_loss: 0.000958491 | Time: 1644.39 ms [2020-12-16 03:39:41 main:581] : INFO : Epoch 695 | loss: 0.000942206 | val_loss: 0.000964413 | Time: 1649.21 ms [2020-12-16 03:39:43 main:581] : INFO : Epoch 696 | loss: 0.000954278 | val_loss: 0.000959171 | Time: 1634.61 ms [2020-12-16 03:39:44 main:581] : INFO : Epoch 697 | loss: 0.000944168 | val_loss: 0.000959669 | Time: 1647.53 ms [2020-12-16 03:39:46 main:581] : INFO : Epoch 698 | loss: 0.000941369 | val_loss: 0.00095905 | Time: 1656.68 ms [2020-12-16 03:39:48 main:581] : INFO : Epoch 699 | loss: 0.000941216 | val_loss: 0.000958579 | Time: 1654.12 ms [2020-12-16 03:39:49 main:581] : INFO : Epoch 700 | loss: 0.000940507 | val_loss: 0.000956918 | Time: 1647.35 ms [2020-12-16 03:39:51 main:581] : INFO : Epoch 701 | loss: 0.000940449 | val_loss: 0.000957901 | Time: 1640.11 ms [2020-12-16 03:39:53 main:581] : INFO : Epoch 702 | loss: 0.000940748 | val_loss: 0.000961327 | Time: 1641.63 ms [2020-12-16 03:39:54 main:581] : INFO : Epoch 703 | loss: 0.000946299 | val_loss: 0.000959833 | Time: 1653.1 ms [2020-12-16 03:39:56 main:581] : INFO : Epoch 704 | loss: 0.000940843 | val_loss: 0.000958331 | Time: 1651.38 ms [2020-12-16 03:39:57 main:581] : INFO : Epoch 705 | loss: 0.000940869 | val_loss: 0.000956342 | Time: 1649.32 ms [2020-12-16 03:39:59 main:581] : INFO : Epoch 706 | loss: 0.00094122 | val_loss: 0.00095788 | Time: 1646.71 ms [2020-12-16 03:40:01 main:581] : INFO : Epoch 707 | loss: 0.00094173 | val_loss: 0.00096349 | Time: 1670.79 ms [2020-12-16 03:40:02 main:581] : INFO : Epoch 708 | loss: 0.000952922 | val_loss: 0.000956634 | Time: 1661.28 ms [2020-12-16 03:40:04 main:581] : INFO : Epoch 709 | loss: 0.000942537 | val_loss: 0.000957902 | Time: 1654.17 ms [2020-12-16 03:40:06 main:581] : INFO : Epoch 710 | loss: 0.000940616 | val_loss: 0.000956616 | Time: 1656.86 ms [2020-12-16 03:40:07 main:581] : INFO : Epoch 711 | loss: 0.000939475 | val_loss: 0.000956238 | Time: 1654.5 ms [2020-12-16 03:40:09 main:581] : INFO : Epoch 712 | loss: 0.00094077 | val_loss: 0.000955942 | Time: 1652.06 ms [2020-12-16 03:40:11 main:581] : INFO : Epoch 713 | loss: 0.000940369 | val_loss: 0.000957157 | Time: 1649.43 ms [2020-12-16 03:40:12 main:581] : INFO : Epoch 714 | loss: 0.000940955 | val_loss: 0.000959465 | Time: 1653.3 ms [2020-12-16 03:40:14 main:581] : INFO : Epoch 715 | loss: 0.000943207 | val_loss: 0.000959416 | Time: 1653.25 ms [2020-12-16 03:40:16 main:581] : INFO : Epoch 716 | loss: 0.000942039 | val_loss: 0.000956636 | Time: 1649.03 ms [2020-12-16 03:40:17 main:581] : INFO : Epoch 717 | loss: 0.000942792 | val_loss: 0.000964524 | Time: 1649.48 ms [2020-12-16 03:40:19 main:581] : INFO : Epoch 718 | loss: 0.000945345 | val_loss: 0.000958329 | Time: 1659.35 ms [2020-12-16 03:40:21 main:581] : INFO : Epoch 719 | loss: 0.000941691 | val_loss: 0.000957248 | Time: 1656.73 ms [2020-12-16 03:40:22 main:581] : INFO : Epoch 720 | loss: 0.000940974 | val_loss: 0.000959604 | Time: 1649.66 ms [2020-12-16 03:40:24 main:581] : INFO : Epoch 721 | loss: 0.000942422 | val_loss: 0.000958243 | Time: 1659.01 ms [2020-12-16 03:40:26 main:581] : INFO : Epoch 722 | loss: 0.000942832 | val_loss: 0.000962611 | Time: 1652.24 ms [2020-12-16 03:40:27 main:581] : INFO : Epoch 723 | loss: 0.000942677 | val_loss: 0.000958221 | Time: 1653.36 ms [2020-12-16 03:40:29 main:581] : INFO : Epoch 724 | loss: 0.000939998 | val_loss: 0.000956382 | Time: 1653.74 ms [2020-12-16 03:40:31 main:581] : INFO : Epoch 725 | loss: 0.000940497 | val_loss: 0.000958878 | Time: 1656.99 ms [2020-12-16 03:40:32 main:581] : INFO : Epoch 726 | loss: 0.000947591 | val_loss: 0.000964502 | Time: 1643.16 ms [2020-12-16 03:40:34 main:581] : INFO : Epoch 727 | loss: 0.000943983 | val_loss: 0.000958169 | Time: 1642.49 ms [2020-12-16 03:40:36 main:581] : INFO : Epoch 728 | loss: 0.000941223 | val_loss: 0.000957607 | Time: 1643.46 ms [2020-12-16 03:40:37 main:581] : INFO : Epoch 729 | loss: 0.00094134 | val_loss: 0.00095762 | Time: 1651.1 ms [2020-12-16 03:40:39 main:581] : INFO : Epoch 730 | loss: 0.00094096 | val_loss: 0.00095756 | Time: 1647.87 ms [2020-12-16 03:40:40 main:581] : INFO : Epoch 731 | loss: 0.000943175 | val_loss: 0.000962812 | Time: 1639.85 ms [2020-12-16 03:40:42 main:581] : INFO : Epoch 732 | loss: 0.000943423 | val_loss: 0.000963398 | Time: 1638.44 ms [2020-12-16 03:40:44 main:581] : INFO : Epoch 733 | loss: 0.000943978 | val_loss: 0.000962625 | Time: 1638.95 ms [2020-12-16 03:40:45 main:581] : INFO : Epoch 734 | loss: 0.000944874 | val_loss: 0.000960028 | Time: 1637.83 ms [2020-12-16 03:40:47 main:581] : INFO : Epoch 735 | loss: 0.000942146 | val_loss: 0.000964715 | Time: 1635.67 ms [2020-12-16 03:40:49 main:581] : INFO : Epoch 736 | loss: 0.00094728 | val_loss: 0.000962075 | Time: 1644.2 ms [2020-12-16 03:40:50 main:581] : INFO : Epoch 737 | loss: 0.000943729 | val_loss: 0.000962418 | Time: 1635.92 ms [2020-12-16 03:40:52 main:581] : INFO : Epoch 738 | loss: 0.000943031 | val_loss: 0.000962045 | Time: 1634.5 ms [2020-12-16 03:40:54 main:581] : INFO : Epoch 739 | loss: 0.000942892 | val_loss: 0.000959936 | Time: 1638.58 ms [2020-12-16 03:40:55 main:581] : INFO : Epoch 740 | loss: 0.000942591 | val_loss: 0.000962345 | Time: 1644.21 ms [2020-12-16 03:40:57 main:581] : INFO : Epoch 741 | loss: 0.000942156 | val_loss: 0.000960701 | Time: 1647.13 ms [2020-12-16 03:40:58 main:581] : INFO : Epoch 742 | loss: 0.000948733 | val_loss: 0.000967924 | Time: 1641.55 ms [2020-12-16 03:41:00 main:581] : INFO : Epoch 743 | loss: 0.000943587 | val_loss: 0.000957128 | Time: 1648.99 ms [2020-12-16 03:41:02 main:581] : INFO : Epoch 744 | loss: 0.000941475 | val_loss: 0.000959608 | Time: 1639.82 ms [2020-12-16 03:41:03 main:581] : INFO : Epoch 745 | loss: 0.000941433 | val_loss: 0.000957923 | Time: 1636.84 ms [2020-12-16 03:41:05 main:581] : INFO : Epoch 746 | loss: 0.000945476 | val_loss: 0.0009633 | Time: 1636.48 ms [2020-12-16 03:41:07 main:581] : INFO : Epoch 747 | loss: 0.000944735 | val_loss: 0.000962911 | Time: 1639.43 ms [2020-12-16 03:41:08 main:581] : INFO : Epoch 748 | loss: 0.000944677 | val_loss: 0.000962767 | Time: 1642.6 ms [2020-12-16 03:41:10 main:581] : INFO : Epoch 749 | loss: 0.000943197 | val_loss: 0.000957655 | Time: 1646.82 ms [2020-12-16 03:41:12 main:581] : INFO : Epoch 750 | loss: 0.000943215 | val_loss: 0.000965206 | Time: 1625.82 ms [2020-12-16 03:41:13 main:581] : INFO : Epoch 751 | loss: 0.000950735 | val_loss: 0.000961323 | Time: 1629.18 ms [2020-12-16 03:41:15 main:581] : INFO : Epoch 752 | loss: 0.000946682 | val_loss: 0.00096078 | Time: 1622.81 ms [2020-12-16 03:41:16 main:581] : INFO : Epoch 753 | loss: 0.000945788 | val_loss: 0.000961195 | Time: 1625.06 ms [2020-12-16 03:41:18 main:581] : INFO : Epoch 754 | loss: 0.00094425 | val_loss: 0.000964809 | Time: 1622.71 ms [2020-12-16 03:41:20 main:581] : INFO : Epoch 755 | loss: 0.000946715 | val_loss: 0.000961449 | Time: 1627.74 ms [2020-12-16 03:41:21 main:581] : INFO : Epoch 756 | loss: 0.000943466 | val_loss: 0.000959232 | Time: 1623.11 ms [2020-12-16 03:41:23 main:581] : INFO : Epoch 757 | loss: 0.000942609 | val_loss: 0.000973349 | Time: 1627.92 ms [2020-12-16 03:41:25 main:581] : INFO : Epoch 758 | loss: 0.000956609 | val_loss: 0.000963187 | Time: 1623.4 ms [2020-12-16 03:41:26 main:581] : INFO : Epoch 759 | loss: 0.000944864 | val_loss: 0.000963846 | Time: 1636.53 ms [2020-12-16 03:41:28 main:581] : INFO : Epoch 760 | loss: 0.000945984 | val_loss: 0.00096313 | Time: 1659.09 ms [2020-12-16 03:41:30 main:581] : INFO : Epoch 761 | loss: 0.000941822 | val_loss: 0.00095966 | Time: 1646.35 ms [2020-12-16 03:41:31 main:581] : INFO : Epoch 762 | loss: 0.000941565 | val_loss: 0.000960731 | Time: 1647.32 ms [2020-12-16 03:41:33 main:581] : INFO : Epoch 763 | loss: 0.000947618 | val_loss: 0.000963896 | Time: 1647.95 ms [2020-12-16 03:41:35 main:581] : INFO : Epoch 764 | loss: 0.000944361 | val_loss: 0.000962134 | Time: 1644.38 ms [2020-12-16 03:41:36 main:581] : INFO : Epoch 765 | loss: 0.000949578 | val_loss: 0.000970157 | Time: 1641.04 ms [2020-12-16 03:41:38 main:581] : INFO : Epoch 766 | loss: 0.000946193 | val_loss: 0.000959175 | Time: 1645.32 ms [2020-12-16 03:41:39 main:581] : INFO : Epoch 767 | loss: 0.00094417 | val_loss: 0.000966309 | Time: 1647.69 ms [2020-12-16 03:41:41 main:581] : INFO : Epoch 768 | loss: 0.000947245 | val_loss: 0.000965805 | Time: 1661.5 ms [2020-12-16 03:41:43 main:581] : INFO : Epoch 769 | loss: 0.000944688 | val_loss: 0.000960775 | Time: 1659.22 ms [2020-12-16 03:41:44 main:581] : INFO : Epoch 770 | loss: 0.000949168 | val_loss: 0.000974779 | Time: 1660.67 ms [2020-12-16 03:41:46 main:581] : INFO : Epoch 771 | loss: 0.000948711 | val_loss: 0.00096072 | Time: 1652.13 ms [2020-12-16 03:41:48 main:581] : INFO : Epoch 772 | loss: 0.000945748 | val_loss: 0.00096031 | Time: 1641.91 ms [2020-12-16 03:41:49 main:581] : INFO : Epoch 773 | loss: 0.00094533 | val_loss: 0.000959378 | Time: 1647.06 ms [2020-12-16 03:41:51 main:581] : INFO : Epoch 774 | loss: 0.000945671 | val_loss: 0.000959852 | Time: 1639.96 ms [2020-12-16 03:41:53 main:581] : INFO : Epoch 775 | loss: 0.000949123 | val_loss: 0.000961652 | Time: 1637.57 ms [2020-12-16 03:41:54 main:581] : INFO : Epoch 776 | loss: 0.00094862 | val_loss: 0.000992892 | Time: 1644.2 ms [2020-12-16 03:41:56 main:581] : INFO : Epoch 777 | loss: 0.000952897 | val_loss: 0.000962824 | Time: 1665.76 ms [2020-12-16 03:41:58 main:581] : INFO : Epoch 778 | loss: 0.000947757 | val_loss: 0.00096085 | Time: 1649.2 ms [2020-12-16 03:41:59 main:581] : INFO : Epoch 779 | loss: 0.000943944 | val_loss: 0.000962695 | Time: 1647.83 ms [2020-12-16 03:42:01 main:581] : INFO : Epoch 780 | loss: 0.000942308 | val_loss: 0.000960019 | Time: 1661.38 ms [2020-12-16 03:42:03 main:581] : INFO : Epoch 781 | loss: 0.000946565 | val_loss: 0.000958266 | Time: 1642.27 ms [2020-12-16 03:42:04 main:581] : INFO : Epoch 782 | loss: 0.000943971 | val_loss: 0.000970555 | Time: 1643.99 ms [2020-12-16 03:42:06 main:581] : INFO : Epoch 783 | loss: 0.000951445 | val_loss: 0.000962395 | Time: 1645.19 ms [2020-12-16 03:42:07 main:581] : INFO : Epoch 784 | loss: 0.000957851 | val_loss: 0.000967893 | Time: 1639.85 ms [2020-12-16 03:42:09 main:581] : INFO : Epoch 785 | loss: 0.000946223 | val_loss: 0.000960671 | Time: 1635.11 ms [2020-12-16 03:42:11 main:581] : INFO : Epoch 786 | loss: 0.000942042 | val_loss: 0.000958425 | Time: 1641.11 ms [2020-12-16 03:42:12 main:581] : INFO : Epoch 787 | loss: 0.000944376 | val_loss: 0.000958626 | Time: 1635.28 ms [2020-12-16 03:42:14 main:581] : INFO : Epoch 788 | loss: 0.00094345 | val_loss: 0.000960201 | Time: 1639.51 ms [2020-12-16 03:42:16 main:581] : INFO : Epoch 789 | loss: 0.000942416 | val_loss: 0.00095958 | Time: 1637.47 ms [2020-12-16 03:42:17 main:581] : INFO : Epoch 790 | loss: 0.000941455 | val_loss: 0.000958354 | Time: 1630.92 ms [2020-12-16 03:42:19 main:581] : INFO : Epoch 791 | loss: 0.000941611 | val_loss: 0.000962227 | Time: 1643.58 ms [2020-12-16 03:42:21 main:581] : INFO : Epoch 792 | loss: 0.000991888 | val_loss: 0.00098746 | Time: 1639.11 ms [2020-12-16 03:42:22 main:581] : INFO : Epoch 793 | loss: 0.0009506 | val_loss: 0.000960393 | Time: 1633.01 ms [2020-12-16 03:42:24 main:581] : INFO : Epoch 794 | loss: 0.000942828 | val_loss: 0.000958415 | Time: 1636.09 ms [2020-12-16 03:42:26 main:581] : INFO : Epoch 795 | loss: 0.000942455 | val_loss: 0.000958827 | Time: 1650.32 ms [2020-12-16 03:42:27 main:581] : INFO : Epoch 796 | loss: 0.000942072 | val_loss: 0.000961721 | Time: 1652.04 ms [2020-12-16 03:42:29 main:581] : INFO : Epoch 797 | loss: 0.000942039 | val_loss: 0.000957212 | Time: 1649.37 ms [2020-12-16 03:42:30 main:581] : INFO : Epoch 798 | loss: 0.00094253 | val_loss: 0.000962243 | Time: 1647.02 ms [2020-12-16 03:42:32 main:581] : INFO : Epoch 799 | loss: 0.000943545 | val_loss: 0.000959845 | Time: 1649.19 ms [2020-12-16 03:42:34 main:581] : INFO : Epoch 800 | loss: 0.000946869 | val_loss: 0.000960155 | Time: 1648.75 ms [2020-12-16 03:42:35 main:581] : INFO : Epoch 801 | loss: 0.00094487 | val_loss: 0.000961951 | Time: 1655.17 ms [2020-12-16 03:42:37 main:581] : INFO : Epoch 802 | loss: 0.000943475 | val_loss: 0.000960357 | Time: 1649.96 ms [2020-12-16 03:42:39 main:581] : INFO : Epoch 803 | loss: 0.00094237 | val_loss: 0.000960282 | Time: 1652.84 ms [2020-12-16 03:42:40 main:581] : INFO : Epoch 804 | loss: 0.000945534 | val_loss: 0.000960315 | Time: 1661.15 ms [2020-12-16 03:42:42 main:581] : INFO : Epoch 805 | loss: 0.000945677 | val_loss: 0.000971294 | Time: 1652.35 ms [2020-12-16 03:42:44 main:581] : INFO : Epoch 806 | loss: 0.000953338 | val_loss: 0.000961441 | Time: 1652.24 ms [2020-12-16 03:42:45 main:581] : INFO : Epoch 807 | loss: 0.000945812 | val_loss: 0.000960493 | Time: 1644.82 ms [2020-12-16 03:42:47 main:581] : INFO : Epoch 808 | loss: 0.000944127 | val_loss: 0.000961244 | Time: 1654.81 ms [2020-12-16 03:42:49 main:581] : INFO : Epoch 809 | loss: 0.000945534 | val_loss: 0.0009582 | Time: 1648.85 ms [2020-12-16 03:42:50 main:581] : INFO : Epoch 810 | loss: 0.0009442 | val_loss: 0.000957128 | Time: 1652.25 ms [2020-12-16 03:42:52 main:581] : INFO : Epoch 811 | loss: 0.000942712 | val_loss: 0.000967451 | Time: 1648.49 ms [2020-12-16 03:42:54 main:581] : INFO : Epoch 812 | loss: 0.000946372 | val_loss: 0.000960013 | Time: 1646.86 ms [2020-12-16 03:42:55 main:581] : INFO : Epoch 813 | loss: 0.000942343 | val_loss: 0.000962488 | Time: 1648.05 ms [2020-12-16 03:42:57 main:581] : INFO : Epoch 814 | loss: 0.00094091 | val_loss: 0.000958768 | Time: 1650.84 ms [2020-12-16 03:42:59 main:581] : INFO : Epoch 815 | loss: 0.000949319 | val_loss: 0.000996462 | Time: 1648.83 ms [2020-12-16 03:43:00 main:581] : INFO : Epoch 816 | loss: 0.000955766 | val_loss: 0.000971565 | Time: 1661.79 ms [2020-12-16 03:43:02 main:581] : INFO : Epoch 817 | loss: 0.000947859 | val_loss: 0.000961564 | Time: 1651.94 ms [2020-12-16 03:43:03 main:581] : INFO : Epoch 818 | loss: 0.000945642 | val_loss: 0.00096117 | Time: 1650.45 ms [2020-12-16 03:43:05 main:581] : INFO : Epoch 819 | loss: 0.000967987 | val_loss: 0.000975391 | Time: 1650.55 ms [2020-12-16 03:43:07 main:581] : INFO : Epoch 820 | loss: 0.000955105 | val_loss: 0.000966862 | Time: 1649.24 ms [2020-12-16 03:43:08 main:581] : INFO : Epoch 821 | loss: 0.000947632 | val_loss: 0.000960125 | Time: 1645.32 ms [2020-12-16 03:43:10 main:581] : INFO : Epoch 822 | loss: 0.000944427 | val_loss: 0.000967543 | Time: 1647.79 ms [2020-12-16 03:43:12 main:581] : INFO : Epoch 823 | loss: 0.000949468 | val_loss: 0.00095976 | Time: 1648.45 ms [2020-12-16 03:43:13 main:581] : INFO : Epoch 824 | loss: 0.000942847 | val_loss: 0.000959242 | Time: 1661.06 ms [2020-12-16 03:43:15 main:581] : INFO : Epoch 825 | loss: 0.000947406 | val_loss: 0.000966473 | Time: 1653.7 ms [2020-12-16 03:43:17 main:581] : INFO : Epoch 826 | loss: 0.000946069 | val_loss: 0.000959808 | Time: 1641.85 ms [2020-12-16 03:43:18 main:581] : INFO : Epoch 827 | loss: 0.000945499 | val_loss: 0.000962729 | Time: 1635.02 ms [2020-12-16 03:43:20 main:581] : INFO : Epoch 828 | loss: 0.00094604 | val_loss: 0.000962499 | Time: 1632.26 ms [2020-12-16 03:43:22 main:581] : INFO : Epoch 829 | loss: 0.000945846 | val_loss: 0.000957282 | Time: 1630.13 ms [2020-12-16 03:43:23 main:581] : INFO : Epoch 830 | loss: 0.000945937 | val_loss: 0.000961553 | Time: 1632.7 ms [2020-12-16 03:43:25 main:581] : INFO : Epoch 831 | loss: 0.000946293 | val_loss: 0.000972954 | Time: 1632.55 ms [2020-12-16 03:43:26 main:581] : INFO : Epoch 832 | loss: 0.000956159 | val_loss: 0.00100431 | Time: 1630.85 ms [2020-12-16 03:43:28 main:581] : INFO : Epoch 833 | loss: 0.000955075 | val_loss: 0.000962777 | Time: 1628.87 ms [2020-12-16 03:43:30 main:581] : INFO : Epoch 834 | loss: 0.00094421 | val_loss: 0.000960529 | Time: 1630.7 ms [2020-12-16 03:43:31 main:581] : INFO : Epoch 835 | loss: 0.000947977 | val_loss: 0.000978033 | Time: 1637.96 ms [2020-12-16 03:43:33 main:581] : INFO : Epoch 836 | loss: 0.000956809 | val_loss: 0.000973886 | Time: 1627.3 ms [2020-12-16 03:43:35 main:581] : INFO : Epoch 837 | loss: 0.00094894 | val_loss: 0.000967908 | Time: 1632.52 ms [2020-12-16 03:43:36 main:581] : INFO : Epoch 838 | loss: 0.000950106 | val_loss: 0.000963043 | Time: 1628.85 ms [2020-12-16 03:43:38 main:581] : INFO : Epoch 839 | loss: 0.000944346 | val_loss: 0.000960482 | Time: 1629.9 ms [2020-12-16 03:43:40 main:581] : INFO : Epoch 840 | loss: 0.000944075 | val_loss: 0.000957534 | Time: 1626.83 ms [2020-12-16 03:43:41 main:581] : INFO : Epoch 841 | loss: 0.000946323 | val_loss: 0.000972605 | Time: 1622.61 ms [2020-12-16 03:43:43 main:581] : INFO : Epoch 842 | loss: 0.000947398 | val_loss: 0.000962685 | Time: 1622.33 ms [2020-12-16 03:43:44 main:581] : INFO : Epoch 843 | loss: 0.000944219 | val_loss: 0.000958986 | Time: 1625.11 ms [2020-12-16 03:43:46 main:581] : INFO : Epoch 844 | loss: 0.000945901 | val_loss: 0.000964097 | Time: 1623.34 ms [2020-12-16 03:43:48 main:581] : INFO : Epoch 845 | loss: 0.000950069 | val_loss: 0.000966646 | Time: 1625.87 ms [2020-12-16 03:43:49 main:581] : INFO : Epoch 846 | loss: 0.000944184 | val_loss: 0.000959703 | Time: 1624.23 ms [2020-12-16 03:43:51 main:581] : INFO : Epoch 847 | loss: 0.000942318 | val_loss: 0.0009583 | Time: 1624.54 ms [2020-12-16 03:43:53 main:581] : INFO : Epoch 848 | loss: 0.000948777 | val_loss: 0.00096454 | Time: 1622.21 ms [2020-12-16 03:43:54 main:581] : INFO : Epoch 849 | loss: 0.000948808 | val_loss: 0.000975005 | Time: 1618.3 ms [2020-12-16 03:43:56 main:581] : INFO : Epoch 850 | loss: 0.000952125 | val_loss: 0.00096337 | Time: 1625.12 ms [2020-12-16 03:43:57 main:581] : INFO : Epoch 851 | loss: 0.000946489 | val_loss: 0.00096147 | Time: 1625.45 ms [2020-12-16 03:43:59 main:581] : INFO : Epoch 852 | loss: 0.000947432 | val_loss: 0.000959027 | Time: 1627.37 ms [2020-12-16 03:44:01 main:581] : INFO : Epoch 853 | loss: 0.000945355 | val_loss: 0.000962505 | Time: 1647.69 ms [2020-12-16 03:44:02 main:581] : INFO : Epoch 854 | loss: 0.000944066 | val_loss: 0.000963476 | Time: 1648.98 ms [2020-12-16 03:44:04 main:581] : INFO : Epoch 855 | loss: 0.000953929 | val_loss: 0.000971081 | Time: 1645.55 ms [2020-12-16 03:44:06 main:581] : INFO : Epoch 856 | loss: 0.000950358 | val_loss: 0.000960092 | Time: 1643.51 ms [2020-12-16 03:44:07 main:581] : INFO : Epoch 857 | loss: 0.00094384 | val_loss: 0.000969388 | Time: 1641.65 ms [2020-12-16 03:44:09 main:581] : INFO : Epoch 858 | loss: 0.000954766 | val_loss: 0.000970531 | Time: 1639.4 ms [2020-12-16 03:44:11 main:581] : INFO : Epoch 859 | loss: 0.000949075 | val_loss: 0.000961605 | Time: 1640.38 ms [2020-12-16 03:44:12 main:581] : INFO : Epoch 860 | loss: 0.000945749 | val_loss: 0.000960715 | Time: 1638.24 ms [2020-12-16 03:44:14 main:581] : INFO : Epoch 861 | loss: 0.000943994 | val_loss: 0.00095887 | Time: 1638.63 ms [2020-12-16 03:44:15 main:581] : INFO : Epoch 862 | loss: 0.000946284 | val_loss: 0.000980014 | Time: 1645.22 ms [2020-12-16 03:44:17 main:581] : INFO : Epoch 863 | loss: 0.000954568 | val_loss: 0.000964983 | Time: 1641.51 ms [2020-12-16 03:44:19 main:581] : INFO : Epoch 864 | loss: 0.000946998 | val_loss: 0.000968422 | Time: 1640.73 ms [2020-12-16 03:44:20 main:581] : INFO : Epoch 865 | loss: 0.00094552 | val_loss: 0.000958445 | Time: 1653.23 ms [2020-12-16 03:44:22 main:581] : INFO : Epoch 866 | loss: 0.000943309 | val_loss: 0.000964391 | Time: 1651.21 ms [2020-12-16 03:44:24 main:581] : INFO : Epoch 867 | loss: 0.00094449 | val_loss: 0.00095916 | Time: 1650.05 ms [2020-12-16 03:44:25 main:581] : INFO : Epoch 868 | loss: 0.000945313 | val_loss: 0.000971383 | Time: 1652.27 ms [2020-12-16 03:44:27 main:581] : INFO : Epoch 869 | loss: 0.000954114 | val_loss: 0.000960158 | Time: 1657.18 ms [2020-12-16 03:44:29 main:581] : INFO : Epoch 870 | loss: 0.000946923 | val_loss: 0.00096829 | Time: 1658.43 ms [2020-12-16 03:44:30 main:581] : INFO : Epoch 871 | loss: 0.000947301 | val_loss: 0.000960114 | Time: 1647.97 ms [2020-12-16 03:44:32 main:581] : INFO : Epoch 872 | loss: 0.000943868 | val_loss: 0.000964851 | Time: 1648.43 ms [2020-12-16 03:44:34 main:581] : INFO : Epoch 873 | loss: 0.000945575 | val_loss: 0.000962087 | Time: 1657.83 ms [2020-12-16 03:44:35 main:581] : INFO : Epoch 874 | loss: 0.000943751 | val_loss: 0.000959083 | Time: 1655.02 ms [2020-12-16 03:44:37 main:581] : INFO : Epoch 875 | loss: 0.000947052 | val_loss: 0.000967624 | Time: 1654.16 ms [2020-12-16 03:44:39 main:581] : INFO : Epoch 876 | loss: 0.000959626 | val_loss: 0.000971096 | Time: 1653.76 ms [2020-12-16 03:44:40 main:581] : INFO : Epoch 877 | loss: 0.000950694 | val_loss: 0.000964049 | Time: 1650.79 ms [2020-12-16 03:44:42 main:581] : INFO : Epoch 878 | loss: 0.00094532 | val_loss: 0.0009641 | Time: 1664.27 ms [2020-12-16 03:44:44 main:581] : INFO : Epoch 879 | loss: 0.000946849 | val_loss: 0.000965107 | Time: 1653.73 ms [2020-12-16 03:44:45 main:581] : INFO : Epoch 880 | loss: 0.000945864 | val_loss: 0.000961159 | Time: 1659.61 ms [2020-12-16 03:44:47 main:581] : INFO : Epoch 881 | loss: 0.000944579 | val_loss: 0.000969859 | Time: 1652.66 ms [2020-12-16 03:44:49 main:581] : INFO : Epoch 882 | loss: 0.00095768 | val_loss: 0.000970734 | Time: 1653.61 ms [2020-12-16 03:44:50 main:581] : INFO : Epoch 883 | loss: 0.00094576 | val_loss: 0.000965797 | Time: 1653.68 ms [2020-12-16 03:44:52 main:581] : INFO : Epoch 884 | loss: 0.000948944 | val_loss: 0.000967196 | Time: 1651.88 ms [2020-12-16 03:44:53 main:581] : INFO : Epoch 885 | loss: 0.000947029 | val_loss: 0.000960661 | Time: 1643.5 ms [2020-12-16 03:44:55 main:581] : INFO : Epoch 886 | loss: 0.000944376 | val_loss: 0.000964252 | Time: 1654.08 ms [2020-12-16 03:44:57 main:581] : INFO : Epoch 887 | loss: 0.000944943 | val_loss: 0.000962713 | Time: 1654.31 ms [2020-12-16 03:44:58 main:581] : INFO : Epoch 888 | loss: 0.000944184 | val_loss: 0.000967374 | Time: 1651.84 ms [2020-12-16 03:45:00 main:581] : INFO : Epoch 889 | loss: 0.00095218 | val_loss: 0.00097067 | Time: 1661.58 ms [2020-12-16 03:45:02 main:581] : INFO : Epoch 890 | loss: 0.000950872 | val_loss: 0.000965369 | Time: 1654.02 ms [2020-12-16 03:45:03 main:581] : INFO : Epoch 891 | loss: 0.000945616 | val_loss: 0.000960416 | Time: 1644.47 ms [2020-12-16 03:45:05 main:581] : INFO : Epoch 892 | loss: 0.000943143 | val_loss: 0.000959193 | Time: 1640.71 ms [2020-12-16 03:45:07 main:581] : INFO : Epoch 893 | loss: 0.000945911 | val_loss: 0.0009732 | Time: 1644.15 ms [2020-12-16 03:45:08 main:581] : INFO : Epoch 894 | loss: 0.000952549 | val_loss: 0.000968151 | Time: 1653.35 ms [2020-12-16 03:45:10 main:581] : INFO : Epoch 895 | loss: 0.00094724 | val_loss: 0.000962651 | Time: 1662.14 ms [2020-12-16 03:45:12 main:581] : INFO : Epoch 896 | loss: 0.000948872 | val_loss: 0.000962581 | Time: 1654.14 ms [2020-12-16 03:45:13 main:581] : INFO : Epoch 897 | loss: 0.000947392 | val_loss: 0.000960081 | Time: 1650.26 ms [2020-12-16 03:45:15 main:581] : INFO : Epoch 898 | loss: 0.000948233 | val_loss: 0.000971188 | Time: 1652.25 ms [2020-12-16 03:45:17 main:581] : INFO : Epoch 899 | loss: 0.000946006 | val_loss: 0.000961822 | Time: 1651.77 ms [2020-12-16 03:45:18 main:581] : INFO : Epoch 900 | loss: 0.000945691 | val_loss: 0.000976922 | Time: 1654.48 ms [2020-12-16 03:45:20 main:581] : INFO : Epoch 901 | loss: 0.000954442 | val_loss: 0.000963281 | Time: 1659.79 ms [2020-12-16 03:45:22 main:581] : INFO : Epoch 902 | loss: 0.000946776 | val_loss: 0.000962745 | Time: 1654.82 ms [2020-12-16 03:45:23 main:581] : INFO : Epoch 903 | loss: 0.000943364 | val_loss: 0.000961779 | Time: 1654.22 ms [2020-12-16 03:45:25 main:581] : INFO : Epoch 904 | loss: 0.000948113 | val_loss: 0.000969338 | Time: 1656.91 ms [2020-12-16 03:45:27 main:581] : INFO : Epoch 905 | loss: 0.000948567 | val_loss: 0.000961579 | Time: 1648.62 ms [2020-12-16 03:45:28 main:581] : INFO : Epoch 906 | loss: 0.000948448 | val_loss: 0.000971176 | Time: 1652.12 ms [2020-12-16 03:45:30 main:581] : INFO : Epoch 907 | loss: 0.000949004 | val_loss: 0.00096087 | Time: 1655.57 ms [2020-12-16 03:45:31 main:581] : INFO : Epoch 908 | loss: 0.000948449 | val_loss: 0.000973163 | Time: 1651.38 ms [2020-12-16 03:45:33 main:581] : INFO : Epoch 909 | loss: 0.000948895 | val_loss: 0.000960709 | Time: 1653.33 ms [2020-12-16 03:45:35 main:581] : INFO : Epoch 910 | loss: 0.000944058 | val_loss: 0.000963135 | Time: 1650.12 ms [2020-12-16 03:45:36 main:581] : INFO : Epoch 911 | loss: 0.000948485 | val_loss: 0.000966086 | Time: 1647.84 ms [2020-12-16 03:45:38 main:581] : INFO : Epoch 912 | loss: 0.000950491 | val_loss: 0.000979942 | Time: 1649.1 ms [2020-12-16 03:45:40 main:581] : INFO : Epoch 913 | loss: 0.000950328 | val_loss: 0.000958489 | Time: 1649.73 ms [2020-12-16 03:45:41 main:581] : INFO : Epoch 914 | loss: 0.000947647 | val_loss: 0.000961663 | Time: 1650.17 ms [2020-12-16 03:45:43 main:581] : INFO : Epoch 915 | loss: 0.000945852 | val_loss: 0.000967428 | Time: 1652.17 ms [2020-12-16 03:45:45 main:581] : INFO : Epoch 916 | loss: 0.000946686 | val_loss: 0.000960396 | Time: 1649.58 ms [2020-12-16 03:45:46 main:581] : INFO : Epoch 917 | loss: 0.000943617 | val_loss: 0.000964971 | Time: 1646.12 ms [2020-12-16 03:45:48 main:581] : INFO : Epoch 918 | loss: 0.000947505 | val_loss: 0.000960633 | Time: 1651.15 ms [2020-12-16 03:45:50 main:581] : INFO : Epoch 919 | loss: 0.000956954 | val_loss: 0.000982637 | Time: 1649.95 ms [2020-12-16 03:45:51 main:581] : INFO : Epoch 920 | loss: 0.00160411 | val_loss: 0.00178192 | Time: 1653.64 ms [2020-12-16 03:45:53 main:581] : INFO : Epoch 921 | loss: 0.00255387 | val_loss: 0.00265964 | Time: 1647.81 ms [2020-12-16 03:45:55 main:581] : INFO : Epoch 922 | loss: 0.00158177 | val_loss: 0.00124701 | Time: 1649.19 ms [2020-12-16 03:45:56 main:581] : INFO : Epoch 923 | loss: 0.0011365 | val_loss: 0.00109152 | Time: 1661 ms [2020-12-16 03:45:58 main:581] : INFO : Epoch 924 | loss: 0.0108062 | val_loss: 0.0132255 | Time: 1647.85 ms [2020-12-16 03:46:00 main:581] : INFO : Epoch 925 | loss: 0.00608514 | val_loss: 0.00309164 | Time: 1653.42 ms [2020-12-16 03:46:01 main:581] : INFO : Epoch 926 | loss: 0.00206146 | val_loss: 0.00134748 | Time: 1649.02 ms [2020-12-16 03:46:03 main:581] : INFO : Epoch 927 | loss: 0.00122183 | val_loss: 0.00110795 | Time: 1648.44 ms [2020-12-16 03:46:04 main:581] : INFO : Epoch 928 | loss: 0.00108299 | val_loss: 0.0010685 | Time: 1643.75 ms [2020-12-16 03:46:06 main:581] : INFO : Epoch 929 | loss: 0.00105436 | val_loss: 0.00105048 | Time: 1652.61 ms [2020-12-16 03:46:08 main:581] : INFO : Epoch 930 | loss: 0.00104465 | val_loss: 0.00104456 | Time: 1655.09 ms [2020-12-16 03:46:09 main:581] : INFO : Epoch 931 | loss: 0.00104043 | val_loss: 0.0010434 | Time: 1650.54 ms [2020-12-16 03:46:11 main:581] : INFO : Epoch 932 | loss: 0.00103811 | val_loss: 0.00104085 | Time: 1649.68 ms [2020-12-16 03:46:13 main:581] : INFO : Epoch 933 | loss: 0.00103638 | val_loss: 0.00103945 | Time: 1654.17 ms [2020-12-16 03:46:14 main:581] : INFO : Epoch 934 | loss: 0.00103586 | val_loss: 0.00103753 | Time: 1657.66 ms [2020-12-16 03:46:16 main:581] : INFO : Epoch 935 | loss: 0.00103441 | val_loss: 0.00103656 | Time: 1652.51 ms [2020-12-16 03:46:18 main:581] : INFO : Epoch 936 | loss: 0.0010333 | val_loss: 0.0010369 | Time: 1654.32 ms [2020-12-16 03:46:19 main:581] : INFO : Epoch 937 | loss: 0.00103207 | val_loss: 0.0010344 | Time: 1654.89 ms [2020-12-16 03:46:21 main:581] : INFO : Epoch 938 | loss: 0.00103095 | val_loss: 0.00103239 | Time: 1651.66 ms [2020-12-16 03:46:23 main:581] : INFO : Epoch 939 | loss: 0.00102762 | val_loss: 0.00102682 | Time: 1653.3 ms [2020-12-16 03:46:24 main:581] : INFO : Epoch 940 | loss: 0.00102189 | val_loss: 0.00102223 | Time: 1654.82 ms [2020-12-16 03:46:26 main:581] : INFO : Epoch 941 | loss: 0.00101794 | val_loss: 0.00101887 | Time: 1653.54 ms [2020-12-16 03:46:28 main:581] : INFO : Epoch 942 | loss: 0.00101571 | val_loss: 0.00101689 | Time: 1655.28 ms [2020-12-16 03:46:29 main:581] : INFO : Epoch 943 | loss: 0.00101166 | val_loss: 0.00101406 | Time: 1653.29 ms [2020-12-16 03:46:31 main:581] : INFO : Epoch 944 | loss: 0.00101033 | val_loss: 0.00101359 | Time: 1654.95 ms [2020-12-16 03:46:33 main:581] : INFO : Epoch 945 | loss: 0.00100909 | val_loss: 0.00101207 | Time: 1655.2 ms [2020-12-16 03:46:34 main:581] : INFO : Epoch 946 | loss: 0.0010081 | val_loss: 0.00101163 | Time: 1650.93 ms [2020-12-16 03:46:36 main:581] : INFO : Epoch 947 | loss: 0.0010073 | val_loss: 0.00101082 | Time: 1648.43 ms [2020-12-16 03:46:38 main:581] : INFO : Epoch 948 | loss: 0.00100696 | val_loss: 0.00101041 | Time: 1649.28 ms [2020-12-16 03:46:39 main:581] : INFO : Epoch 949 | loss: 0.00100708 | val_loss: 0.00100987 | Time: 1655.79 ms [2020-12-16 03:46:41 main:581] : INFO : Epoch 950 | loss: 0.00100738 | val_loss: 0.00100969 | Time: 1656.95 ms [2020-12-16 03:46:43 main:581] : INFO : Epoch 951 | loss: 0.00100725 | val_loss: 0.00101248 | Time: 1654.57 ms [2020-12-16 03:46:44 main:581] : INFO : Epoch 952 | loss: 0.00100727 | val_loss: 0.00101251 | Time: 1654.94 ms [2020-12-16 03:46:46 main:581] : INFO : Epoch 953 | loss: 0.00100612 | val_loss: 0.00101031 | Time: 1657.45 ms [2020-12-16 03:46:47 main:581] : INFO : Epoch 954 | loss: 0.00100485 | val_loss: 0.00100946 | Time: 1646.49 ms [2020-12-16 03:46:49 main:581] : INFO : Epoch 955 | loss: 0.00100462 | val_loss: 0.0010085 | Time: 1645.83 ms [2020-12-16 03:46:51 main:581] : INFO : Epoch 956 | loss: 0.0010037 | val_loss: 0.00100782 | Time: 1646.79 ms [2020-12-16 03:46:52 main:581] : INFO : Epoch 957 | loss: 0.00100399 | val_loss: 0.00100768 | Time: 1649.73 ms [2020-12-16 03:46:54 main:581] : INFO : Epoch 958 | loss: 0.00100376 | val_loss: 0.0010058 | Time: 1664.13 ms [2020-12-16 03:46:56 main:581] : INFO : Epoch 959 | loss: 0.00100319 | val_loss: 0.00100597 | Time: 1657.31 ms [2020-12-16 03:46:57 main:581] : INFO : Epoch 960 | loss: 0.00100267 | val_loss: 0.00100934 | Time: 1649.87 ms [2020-12-16 03:46:59 main:581] : INFO : Epoch 961 | loss: 0.00100381 | val_loss: 0.00100579 | Time: 1650.54 ms [2020-12-16 03:47:01 main:581] : INFO : Epoch 962 | loss: 0.00100361 | val_loss: 0.00101185 | Time: 1666.66 ms [2020-12-16 03:47:02 main:581] : INFO : Epoch 963 | loss: 0.00100512 | val_loss: 0.00100612 | Time: 1642.3 ms [2020-12-16 03:47:04 main:581] : INFO : Epoch 964 | loss: 0.00100151 | val_loss: 0.00100652 | Time: 1640.22 ms [2020-12-16 03:47:06 main:581] : INFO : Epoch 965 | loss: 0.00100369 | val_loss: 0.00100808 | Time: 1644.36 ms [2020-12-16 03:47:07 main:581] : INFO : Epoch 966 | loss: 0.00100395 | val_loss: 0.00100532 | Time: 1640.82 ms [2020-12-16 03:47:09 main:581] : INFO : Epoch 967 | loss: 0.00100161 | val_loss: 0.00100429 | Time: 1642.84 ms [2020-12-16 03:47:11 main:581] : INFO : Epoch 968 | loss: 0.00100056 | val_loss: 0.00101116 | Time: 1640.21 ms [2020-12-16 03:47:12 main:581] : INFO : Epoch 969 | loss: 0.00100136 | val_loss: 0.00100798 | Time: 1646.82 ms [2020-12-16 03:47:14 main:581] : INFO : Epoch 970 | loss: 0.000999081 | val_loss: 0.00100146 | Time: 1646.52 ms [2020-12-16 03:47:16 main:581] : INFO : Epoch 971 | loss: 0.000998622 | val_loss: 0.00100681 | Time: 1649.65 ms [2020-12-16 03:47:17 main:581] : INFO : Epoch 972 | loss: 0.000996963 | val_loss: 0.00100219 | Time: 1636.9 ms [2020-12-16 03:47:19 main:581] : INFO : Epoch 973 | loss: 0.000997375 | val_loss: 0.000999604 | Time: 1639.76 ms [2020-12-16 03:47:20 main:581] : INFO : Epoch 974 | loss: 0.000997067 | val_loss: 0.00100071 | Time: 1640.38 ms [2020-12-16 03:47:22 main:581] : INFO : Epoch 975 | loss: 0.000996829 | val_loss: 0.00100041 | Time: 1640.81 ms [2020-12-16 03:47:24 main:581] : INFO : Epoch 976 | loss: 0.000998805 | val_loss: 0.00100111 | Time: 1642.69 ms [2020-12-16 03:47:25 main:581] : INFO : Epoch 977 | loss: 0.00099747 | val_loss: 0.00100099 | Time: 1641.18 ms [2020-12-16 03:47:27 main:581] : INFO : Epoch 978 | loss: 0.0009972 | val_loss: 0.00100482 | Time: 1642.07 ms [2020-12-16 03:47:29 main:581] : INFO : Epoch 979 | loss: 0.000999821 | val_loss: 0.00100033 | Time: 1636.72 ms [2020-12-16 03:47:30 main:581] : INFO : Epoch 980 | loss: 0.000998338 | val_loss: 0.000999078 | Time: 1642.83 ms [2020-12-16 03:47:32 main:581] : INFO : Epoch 981 | loss: 0.00100048 | val_loss: 0.00100293 | Time: 1638.78 ms [2020-12-16 03:47:34 main:581] : INFO : Epoch 982 | loss: 0.000997127 | val_loss: 0.00100197 | Time: 1643.55 ms [2020-12-16 03:47:35 main:581] : INFO : Epoch 983 | loss: 0.000998742 | val_loss: 0.000999893 | Time: 1648.63 ms [2020-12-16 03:47:37 main:581] : INFO : Epoch 984 | loss: 0.000996765 | val_loss: 0.00100037 | Time: 1643.37 ms [2020-12-16 03:47:38 main:581] : INFO : Epoch 985 | loss: 0.00100006 | val_loss: 0.00100318 | Time: 1639.84 ms [2020-12-16 03:47:40 main:581] : INFO : Epoch 986 | loss: 0.00100371 | val_loss: 0.00100869 | Time: 1646.08 ms [2020-12-16 03:47:42 main:581] : INFO : Epoch 987 | loss: 0.000999847 | val_loss: 0.00100556 | Time: 1639.92 ms [2020-12-16 03:47:43 main:581] : INFO : Epoch 988 | loss: 0.000997494 | val_loss: 0.00100138 | Time: 1635.07 ms [2020-12-16 03:47:45 main:581] : INFO : Epoch 989 | loss: 0.000996677 | val_loss: 0.000998656 | Time: 1637.31 ms [2020-12-16 03:47:47 main:581] : INFO : Epoch 990 | loss: 0.000996421 | val_loss: 0.00100337 | Time: 1646.84 ms [2020-12-16 03:47:48 main:581] : INFO : Epoch 991 | loss: 0.00100033 | val_loss: 0.00100381 | Time: 1643.97 ms [2020-12-16 03:47:50 main:581] : INFO : Epoch 992 | loss: 0.000995321 | val_loss: 0.00100062 | Time: 1648.18 ms [2020-12-16 03:47:52 main:581] : INFO : Epoch 993 | loss: 0.000998295 | val_loss: 0.00100915 | Time: 1647.52 ms [2020-12-16 03:47:53 main:581] : INFO : Epoch 994 | loss: 0.000999163 | val_loss: 0.00100028 | Time: 1643.66 ms [2020-12-16 03:47:55 main:581] : INFO : Epoch 995 | loss: 0.000996422 | val_loss: 0.000998444 | Time: 1643.6 ms [2020-12-16 03:47:57 main:581] : INFO : Epoch 996 | loss: 0.000995009 | val_loss: 0.000998201 | Time: 1637.98 ms [2020-12-16 03:47:58 main:581] : INFO : Epoch 997 | loss: 0.000994651 | val_loss: 0.00101185 | Time: 1645.58 ms [2020-12-16 03:48:00 main:581] : INFO : Epoch 998 | loss: 0.000999326 | val_loss: 0.00100094 | Time: 1648.38 ms [2020-12-16 03:48:01 main:581] : INFO : Epoch 999 | loss: 0.00099343 | val_loss: 0.00100104 | Time: 1640.25 ms [2020-12-16 03:48:03 main:581] : INFO : Epoch 1000 | loss: 0.000990655 | val_loss: 0.000994116 | Time: 1644.5 ms [2020-12-16 03:48:05 main:581] : INFO : Epoch 1001 | loss: 0.000993099 | val_loss: 0.00100058 | Time: 1644.98 ms [2020-12-16 03:48:06 main:581] : INFO : Epoch 1002 | loss: 0.000992577 | val_loss: 0.000998498 | Time: 1649.51 ms [2020-12-16 03:48:08 main:581] : INFO : Epoch 1003 | loss: 0.000990429 | val_loss: 0.000996124 | Time: 1640.68 ms [2020-12-16 03:48:10 main:581] : INFO : Epoch 1004 | loss: 0.00098935 | val_loss: 0.0010007 | Time: 1635.92 ms [2020-12-16 03:48:11 main:581] : INFO : Epoch 1005 | loss: 0.000994128 | val_loss: 0.000994271 | Time: 1636.66 ms [2020-12-16 03:48:13 main:581] : INFO : Epoch 1006 | loss: 0.000991935 | val_loss: 0.00100143 | Time: 1632.68 ms [2020-12-16 03:48:15 main:581] : INFO : Epoch 1007 | loss: 0.000991466 | val_loss: 0.000998531 | Time: 1633.62 ms [2020-12-16 03:48:16 main:581] : INFO : Epoch 1008 | loss: 0.000996316 | val_loss: 0.00100519 | Time: 1638.24 ms [2020-12-16 03:48:18 main:581] : INFO : Epoch 1009 | loss: 0.000997082 | val_loss: 0.00101115 | Time: 1635.86 ms [2020-12-16 03:48:20 main:581] : INFO : Epoch 1010 | loss: 0.000993065 | val_loss: 0.000993321 | Time: 1631.71 ms [2020-12-16 03:48:21 main:581] : INFO : Epoch 1011 | loss: 0.00098808 | val_loss: 0.000995965 | Time: 1631.52 ms [2020-12-16 03:48:23 main:581] : INFO : Epoch 1012 | loss: 0.000993639 | val_loss: 0.000998599 | Time: 1637.96 ms [2020-12-16 03:48:24 main:581] : INFO : Epoch 1013 | loss: 0.000992723 | val_loss: 0.000998688 | Time: 1637.14 ms [2020-12-16 03:48:26 main:581] : INFO : Epoch 1014 | loss: 0.000992973 | val_loss: 0.000994657 | Time: 1633.5 ms [2020-12-16 03:48:28 main:581] : INFO : Epoch 1015 | loss: 0.000987899 | val_loss: 0.000997695 | Time: 1639.56 ms [2020-12-16 03:48:29 main:581] : INFO : Epoch 1016 | loss: 0.000988818 | val_loss: 0.000991487 | Time: 1636.95 ms [2020-12-16 03:48:31 main:581] : INFO : Epoch 1017 | loss: 0.000992095 | val_loss: 0.000996182 | Time: 1634.62 ms [2020-12-16 03:48:33 main:581] : INFO : Epoch 1018 | loss: 0.000988605 | val_loss: 0.000995678 | Time: 1633.45 ms [2020-12-16 03:48:34 main:581] : INFO : Epoch 1019 | loss: 0.000990769 | val_loss: 0.000991866 | Time: 1634.62 ms [2020-12-16 03:48:36 main:581] : INFO : Epoch 1020 | loss: 0.000987561 | val_loss: 0.000989849 | Time: 1635.82 ms [2020-12-16 03:48:38 main:581] : INFO : Epoch 1021 | loss: 0.000984731 | val_loss: 0.00098887 | Time: 1636.8 ms [2020-12-16 03:48:39 main:581] : INFO : Epoch 1022 | loss: 0.000983912 | val_loss: 0.000988457 | Time: 1639.31 ms [2020-12-16 03:48:41 main:581] : INFO : Epoch 1023 | loss: 0.000983211 | val_loss: 0.00098896 | Time: 1637.3 ms [2020-12-16 03:48:42 main:581] : INFO : Epoch 1024 | loss: 0.000988406 | val_loss: 0.00101298 | Time: 1648.25 ms [2020-12-16 03:48:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00101298 [2020-12-16 03:48:42 main:610] : INFO : Saving end state to config to file [2020-12-16 03:48:42 main:615] : INFO : Success, exiting.. 03:48:42 (41843): 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)