Task 3168107
| Name | EightBitModified-1605455662-3075-3_0 |
| Workunit | 1466216 |
| Created | 3 Dec 2020, 15:02:47 UTC |
| Sent | 4 Dec 2020, 21:00:45 UTC |
| Report deadline | 11 Dec 2020, 21:00:45 UTC |
| Received | 5 Dec 2020, 10:58:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 28 min 51 sec |
| CPU time | 28 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 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>
main:581] : INFO : Epoch 526 | loss: 0.000625289 | val_loss: 0.000634602 | Time: 1689.52 ms
[2020-12-05 05:39:40 main:581] : INFO : Epoch 527 | loss: 0.000619605 | val_loss: 0.000629449 | Time: 1681.81 ms
[2020-12-05 05:39:42 main:581] : INFO : Epoch 528 | loss: 0.000614782 | val_loss: 0.000624238 | Time: 1675.19 ms
[2020-12-05 05:39:44 main:581] : INFO : Epoch 529 | loss: 0.000605689 | val_loss: 0.000582793 | Time: 1656.22 ms
[2020-12-05 05:39:45 main:581] : INFO : Epoch 530 | loss: 0.000463706 | val_loss: 0.000442482 | Time: 1669.51 ms
[2020-12-05 05:39:47 main:581] : INFO : Epoch 531 | loss: 0.000415194 | val_loss: 0.000426671 | Time: 1650.67 ms
[2020-12-05 05:39:49 main:581] : INFO : Epoch 532 | loss: 0.000406114 | val_loss: 0.00042198 | Time: 1713.75 ms
[2020-12-05 05:39:50 main:581] : INFO : Epoch 533 | loss: 0.000402537 | val_loss: 0.000419239 | Time: 1701.93 ms
[2020-12-05 05:39:52 main:581] : INFO : Epoch 534 | loss: 0.000400432 | val_loss: 0.000417523 | Time: 1681.73 ms
[2020-12-05 05:39:54 main:581] : INFO : Epoch 535 | loss: 0.000398949 | val_loss: 0.000415999 | Time: 1683.31 ms
[2020-12-05 05:39:55 main:581] : INFO : Epoch 536 | loss: 0.00039761 | val_loss: 0.000415191 | Time: 1754.06 ms
[2020-12-05 05:39:57 main:581] : INFO : Epoch 537 | loss: 0.000396536 | val_loss: 0.000414141 | Time: 1727.76 ms
[2020-12-05 05:39:59 main:581] : INFO : Epoch 538 | loss: 0.000395872 | val_loss: 0.000413655 | Time: 1688.29 ms
[2020-12-05 05:40:01 main:581] : INFO : Epoch 539 | loss: 0.00039488 | val_loss: 0.000412436 | Time: 1716.16 ms
[2020-12-05 05:40:02 main:581] : INFO : Epoch 540 | loss: 0.000394097 | val_loss: 0.000412076 | Time: 1665.2 ms
[2020-12-05 05:40:04 main:581] : INFO : Epoch 541 | loss: 0.000393294 | val_loss: 0.000411146 | Time: 1666.38 ms
[2020-12-05 05:40:06 main:581] : INFO : Epoch 542 | loss: 0.000392765 | val_loss: 0.000411069 | Time: 1654.26 ms
[2020-12-05 05:40:07 main:581] : INFO : Epoch 543 | loss: 0.000392261 | val_loss: 0.000410471 | Time: 1657.83 ms
[2020-12-05 05:40:09 main:581] : INFO : Epoch 544 | loss: 0.000392163 | val_loss: 0.000410536 | Time: 1671.89 ms
[2020-12-05 05:40:11 main:581] : INFO : Epoch 545 | loss: 0.000390804 | val_loss: 0.000409074 | Time: 1646.67 ms
[2020-12-05 05:40:12 main:581] : INFO : Epoch 546 | loss: 0.000390146 | val_loss: 0.000408742 | Time: 1671.8 ms
[2020-12-05 05:40:14 main:581] : INFO : Epoch 547 | loss: 0.000389444 | val_loss: 0.000408321 | Time: 1608.7 ms
[2020-12-05 05:40:15 main:581] : INFO : Epoch 548 | loss: 0.000389321 | val_loss: 0.000407371 | Time: 1616.66 ms
[2020-12-05 05:40:17 main:581] : INFO : Epoch 549 | loss: 0.000388046 | val_loss: 0.000406991 | Time: 1642.34 ms
[2020-12-05 05:40:19 main:581] : INFO : Epoch 550 | loss: 0.000387465 | val_loss: 0.000406711 | Time: 1660.45 ms
[2020-12-05 05:40:20 main:581] : INFO : Epoch 551 | loss: 0.000387391 | val_loss: 0.000407448 | Time: 1638.98 ms
[2020-12-05 05:40:22 main:581] : INFO : Epoch 552 | loss: 0.000388105 | val_loss: 0.000407532 | Time: 1700.05 ms
[2020-12-05 05:40:24 main:581] : INFO : Epoch 553 | loss: 0.000385905 | val_loss: 0.000404407 | Time: 1649.56 ms
[2020-12-05 05:40:25 main:581] : INFO : Epoch 554 | loss: 0.000384434 | val_loss: 0.000403508 | Time: 1687.69 ms
[2020-12-05 05:40:27 main:581] : INFO : Epoch 555 | loss: 0.000392367 | val_loss: 0.000465931 | Time: 1672.19 ms
[2020-12-05 05:40:29 main:581] : INFO : Epoch 556 | loss: 0.000404358 | val_loss: 0.000403391 | Time: 1664.93 ms
[2020-12-05 05:40:30 main:581] : INFO : Epoch 557 | loss: 0.000385411 | val_loss: 0.000403207 | Time: 1665.8 ms
[2020-12-05 05:40:32 main:581] : INFO : Epoch 558 | loss: 0.000383169 | val_loss: 0.000402726 | Time: 1611.46 ms
[2020-12-05 05:40:34 main:581] : INFO : Epoch 559 | loss: 0.00038233 | val_loss: 0.000401767 | Time: 1639.04 ms
[2020-12-05 05:40:35 main:581] : INFO : Epoch 560 | loss: 0.000381531 | val_loss: 0.000401327 | Time: 1623.18 ms
[2020-12-05 05:40:37 main:581] : INFO : Epoch 561 | loss: 0.000381215 | val_loss: 0.000400843 | Time: 1682.41 ms
[2020-12-05 05:40:39 main:581] : INFO : Epoch 562 | loss: 0.000380646 | val_loss: 0.00040025 | Time: 1666.81 ms
[2020-12-05 05:40:40 main:581] : INFO : Epoch 563 | loss: 0.000380347 | val_loss: 0.000400549 | Time: 1668.88 ms
[2020-12-05 05:40:42 main:581] : INFO : Epoch 564 | loss: 0.000381039 | val_loss: 0.000405637 | Time: 1646.61 ms
[2020-12-05 05:40:44 main:581] : INFO : Epoch 565 | loss: 0.000405989 | val_loss: 0.000404553 | Time: 1693.25 ms
[2020-12-05 05:40:45 main:581] : INFO : Epoch 566 | loss: 0.000385949 | val_loss: 0.000400734 | Time: 1664.94 ms
[2020-12-05 05:40:47 main:581] : INFO : Epoch 567 | loss: 0.000380255 | val_loss: 0.000399238 | Time: 1721.43 ms
[2020-12-05 05:40:49 main:581] : INFO : Epoch 568 | loss: 0.000379468 | val_loss: 0.000399191 | Time: 1646.27 ms
[2020-12-05 05:40:50 main:581] : INFO : Epoch 569 | loss: 0.000379956 | val_loss: 0.000399307 | Time: 1677.4 ms
[2020-12-05 05:40:52 main:581] : INFO : Epoch 570 | loss: 0.000380077 | val_loss: 0.000399255 | Time: 1625.16 ms
[2020-12-05 05:40:54 main:581] : INFO : Epoch 571 | loss: 0.000379309 | val_loss: 0.000399108 | Time: 1659.13 ms
[2020-12-05 05:40:55 main:581] : INFO : Epoch 572 | loss: 0.000402304 | val_loss: 0.000452954 | Time: 1617.43 ms
[2020-12-05 05:40:57 main:581] : INFO : Epoch 573 | loss: 0.000394808 | val_loss: 0.000408418 | Time: 1638.49 ms
[2020-12-05 05:40:59 main:581] : INFO : Epoch 574 | loss: 0.000381902 | val_loss: 0.000400896 | Time: 1685.94 ms
[2020-12-05 05:41:00 main:581] : INFO : Epoch 575 | loss: 0.000379666 | val_loss: 0.000399506 | Time: 1688.74 ms
[2020-12-05 05:41:02 main:581] : INFO : Epoch 576 | loss: 0.000378713 | val_loss: 0.000399401 | Time: 1672.93 ms
[2020-12-05 05:41:04 main:581] : INFO : Epoch 577 | loss: 0.000378726 | val_loss: 0.00039747 | Time: 1667.08 ms
[2020-12-05 05:41:05 main:581] : INFO : Epoch 578 | loss: 0.000384084 | val_loss: 0.000408669 | Time: 1664.5 ms
[2020-12-05 05:41:07 main:581] : INFO : Epoch 579 | loss: 0.000393112 | val_loss: 0.000397704 | Time: 1664.12 ms
[2020-12-05 05:41:09 main:581] : INFO : Epoch 580 | loss: 0.000381193 | val_loss: 0.000401043 | Time: 1629.61 ms
[2020-12-05 05:41:10 main:581] : INFO : Epoch 581 | loss: 0.000380091 | val_loss: 0.000398674 | Time: 1670.18 ms
[2020-12-05 05:41:12 main:581] : INFO : Epoch 582 | loss: 0.000380418 | val_loss: 0.000396966 | Time: 1651.37 ms
[2020-12-05 05:41:14 main:581] : INFO : Epoch 583 | loss: 0.000386451 | val_loss: 0.000448295 | Time: 1628.66 ms
[2020-12-05 05:41:15 main:581] : INFO : Epoch 584 | loss: 0.000414892 | val_loss: 0.000411907 | Time: 1610.23 ms
[2020-12-05 05:41:17 main:581] : INFO : Epoch 585 | loss: 0.000385421 | val_loss: 0.000398505 | Time: 1604.6 ms
[2020-12-05 05:41:18 main:581] : INFO : Epoch 586 | loss: 0.000376504 | val_loss: 0.000395946 | Time: 1636.34 ms
[2020-12-05 05:41:20 main:581] : INFO : Epoch 587 | loss: 0.000375832 | val_loss: 0.000395309 | Time: 1645.45 ms
[2020-12-05 05:41:22 main:581] : INFO : Epoch 588 | loss: 0.000375298 | val_loss: 0.000397512 | Time: 1646.56 ms
[2020-12-05 05:41:23 main:581] : INFO : Epoch 589 | loss: 0.000377284 | val_loss: 0.000394318 | Time: 1650.52 ms
[2020-12-05 05:41:25 main:581] : INFO : Epoch 590 | loss: 0.000387822 | val_loss: 0.000420882 | Time: 1716 ms
[2020-12-05 05:41:27 main:581] : INFO : Epoch 591 | loss: 0.00038227 | val_loss: 0.000392728 | Time: 1654.04 ms
[2020-12-05 05:41:28 main:581] : INFO : Epoch 592 | loss: 0.000369266 | val_loss: 0.000386861 | Time: 1653.1 ms
[2020-12-05 05:41:30 main:581] : INFO : Epoch 593 | loss: 0.000367198 | val_loss: 0.000394924 | Time: 1686.49 ms
[2020-12-05 05:41:32 main:581] : INFO : Epoch 594 | loss: 0.000385687 | val_loss: 0.000395648 | Time: 1705.91 ms
[2020-12-05 05:41:33 main:581] : INFO : Epoch 595 | loss: 0.000364759 | val_loss: 0.000384963 | Time: 1671.18 ms
[2020-12-05 05:41:35 main:581] : INFO : Epoch 596 | loss: 0.000372755 | val_loss: 0.000383654 | Time: 1699.13 ms
[2020-12-05 05:41:37 main:581] : INFO : Epoch 597 | loss: 0.000359266 | val_loss: 0.000377561 | Time: 1704.35 ms
[2020-12-05 05:41:39 main:581] : INFO : Epoch 598 | loss: 0.00035466 | val_loss: 0.000372573 | Time: 1684.71 ms
[2020-12-05 05:41:40 main:581] : INFO : Epoch 599 | loss: 0.000355375 | val_loss: 0.000374647 | Time: 1686.8 ms
[2020-12-05 05:41:42 main:581] : INFO : Epoch 600 | loss: 0.000351816 | val_loss: 0.000385203 | Time: 1674.35 ms
[2020-12-05 05:41:44 main:581] : INFO : Epoch 601 | loss: 0.00040271 | val_loss: 0.000372662 | Time: 1669.36 ms
[2020-12-05 05:41:45 main:581] : INFO : Epoch 602 | loss: 0.0003553 | val_loss: 0.000363843 | Time: 1661.49 ms
[2020-12-05 05:41:47 main:581] : INFO : Epoch 603 | loss: 0.000344487 | val_loss: 0.000365551 | Time: 1656.01 ms
[2020-12-05 05:41:49 main:581] : INFO : Epoch 604 | loss: 0.000340024 | val_loss: 0.0003613 | Time: 1677.08 ms
[2020-12-05 05:41:50 main:581] : INFO : Epoch 605 | loss: 0.000335717 | val_loss: 0.000355135 | Time: 1706.2 ms
[2020-12-05 05:41:52 main:581] : INFO : Epoch 606 | loss: 0.000348909 | val_loss: 0.000365314 | Time: 1693.91 ms
[2020-12-05 05:41:54 main:581] : INFO : Epoch 607 | loss: 0.000336257 | val_loss: 0.000351824 | Time: 1663.6 ms
[2020-12-05 05:41:55 main:581] : INFO : Epoch 608 | loss: 0.000341278 | val_loss: 0.000366784 | Time: 1658.56 ms
[2020-12-05 05:41:57 main:581] : INFO : Epoch 609 | loss: 0.000331755 | val_loss: 0.00035182 | Time: 1694.08 ms
[2020-12-05 05:41:59 main:581] : INFO : Epoch 610 | loss: 0.000325852 | val_loss: 0.000346185 | Time: 1666.75 ms
[2020-12-05 05:42:00 main:581] : INFO : Epoch 611 | loss: 0.000326864 | val_loss: 0.000394493 | Time: 1710.94 ms
[2020-12-05 05:42:02 main:581] : INFO : Epoch 612 | loss: 0.000385549 | val_loss: 0.000354466 | Time: 1738.81 ms
[2020-12-05 05:42:04 main:581] : INFO : Epoch 613 | loss: 0.000329792 | val_loss: 0.000346232 | Time: 1708.16 ms
[2020-12-05 05:42:05 main:581] : INFO : Epoch 614 | loss: 0.000319423 | val_loss: 0.000333798 | Time: 1694.59 ms
[2020-12-05 05:42:07 main:581] : INFO : Epoch 615 | loss: 0.00030959 | val_loss: 0.000326242 | Time: 1653.14 ms
[2020-12-05 05:42:09 main:581] : INFO : Epoch 616 | loss: 0.000312426 | val_loss: 0.000386951 | Time: 1693.72 ms
[2020-12-05 05:42:11 main:581] : INFO : Epoch 617 | loss: 0.000417976 | val_loss: 0.000370209 | Time: 1696.18 ms
[2020-12-05 05:42:12 main:581] : INFO : Epoch 618 | loss: 0.000324025 | val_loss: 0.000319886 | Time: 1703.17 ms
[2020-12-05 05:42:14 main:581] : INFO : Epoch 619 | loss: 0.00029328 | val_loss: 0.000304397 | Time: 1699.89 ms
[2020-12-05 05:42:16 main:581] : INFO : Epoch 620 | loss: 0.000288911 | val_loss: 0.000313647 | Time: 1662.62 ms
[2020-12-05 05:42:17 main:581] : INFO : Epoch 621 | loss: 0.000328885 | val_loss: 0.000341487 | Time: 1664.91 ms
[2020-12-05 05:42:19 main:581] : INFO : Epoch 622 | loss: 0.000309258 | val_loss: 0.000317908 | Time: 1630.2 ms
[2020-12-05 05:42:21 main:581] : INFO : Epoch 623 | loss: 0.000292485 | val_loss: 0.000313347 | Time: 1675.38 ms
[2020-12-05 05:42:22 main:581] : INFO : Epoch 624 | loss: 0.000284953 | val_loss: 0.000300022 | Time: 1702.78 ms
[2020-12-05 05:42:24 main:581] : INFO : Epoch 625 | loss: 0.000303865 | val_loss: 0.000477656 | Time: 1645.92 ms
[2020-12-05 05:42:26 main:581] : INFO : Epoch 626 | loss: 0.000336343 | val_loss: 0.000294817 | Time: 1657.04 ms
[2020-12-05 05:42:27 main:581] : INFO : Epoch 627 | loss: 0.000278129 | val_loss: 0.000291735 | Time: 1665.56 ms
[2020-12-05 05:42:29 main:581] : INFO : Epoch 628 | loss: 0.000273126 | val_loss: 0.000294988 | Time: 1652.74 ms
[2020-12-05 05:42:31 main:581] : INFO : Epoch 629 | loss: 0.000271873 | val_loss: 0.000293159 | Time: 1679.25 ms
[2020-12-05 05:42:32 main:581] : INFO : Epoch 630 | loss: 0.000270517 | val_loss: 0.000290037 | Time: 1699.39 ms
[2020-12-05 05:42:34 main:581] : INFO : Epoch 631 | loss: 0.000269177 | val_loss: 0.000289898 | Time: 1696.53 ms
[2020-12-05 05:42:36 main:581] : INFO : Epoch 632 | loss: 0.000274484 | val_loss: 0.000295874 | Time: 1664.49 ms
[2020-12-05 05:42:37 main:581] : INFO : Epoch 633 | loss: 0.000273201 | val_loss: 0.000297314 | Time: 1656.71 ms
[2020-12-05 05:42:39 main:581] : INFO : Epoch 634 | loss: 0.000277922 | val_loss: 0.000292204 | Time: 1644.41 ms
[2020-12-05 05:42:41 main:581] : INFO : Epoch 635 | loss: 0.000273407 | val_loss: 0.000289962 | Time: 1654.95 ms
[2020-12-05 05:42:42 main:581] : INFO : Epoch 636 | loss: 0.000271237 | val_loss: 0.000287086 | Time: 1666.88 ms
[2020-12-05 05:42:44 main:581] : INFO : Epoch 637 | loss: 0.000266835 | val_loss: 0.000292252 | Time: 1659.14 ms
[2020-12-05 05:42:46 main:581] : INFO : Epoch 638 | loss: 0.000274874 | val_loss: 0.000287852 | Time: 1687.33 ms
[2020-12-05 05:42:47 main:581] : INFO : Epoch 639 | loss: 0.000281003 | val_loss: 0.000292514 | Time: 1675.44 ms
[2020-12-05 05:42:49 main:581] : INFO : Epoch 640 | loss: 0.000278807 | val_loss: 0.000301956 | Time: 1687.49 ms
[2020-12-05 05:42:51 main:581] : INFO : Epoch 641 | loss: 0.000276755 | val_loss: 0.000302479 | Time: 1666.63 ms
[2020-12-05 05:42:52 main:581] : INFO : Epoch 642 | loss: 0.000272727 | val_loss: 0.00028651 | Time: 1655.47 ms
[2020-12-05 05:42:54 main:581] : INFO : Epoch 643 | loss: 0.000267131 | val_loss: 0.000285817 | Time: 1638.96 ms
[2020-12-05 05:42:56 main:581] : INFO : Epoch 644 | loss: 0.000269652 | val_loss: 0.00031576 | Time: 1655.94 ms
[2020-12-05 05:42:57 main:581] : INFO : Epoch 645 | loss: 0.000303584 | val_loss: 0.000297968 | Time: 1659.23 ms
[2020-12-05 05:42:59 main:581] : INFO : Epoch 646 | loss: 0.000270718 | val_loss: 0.000286107 | Time: 1669.69 ms
[2020-12-05 05:43:01 main:581] : INFO : Epoch 647 | loss: 0.000264592 | val_loss: 0.000284817 | Time: 1708.16 ms
[2020-12-05 05:43:02 main:581] : INFO : Epoch 648 | loss: 0.000264017 | val_loss: 0.000283929 | Time: 1736.73 ms
[2020-12-05 05:43:04 main:581] : INFO : Epoch 649 | loss: 0.000267154 | val_loss: 0.000297284 | Time: 1747.71 ms
[2020-12-05 05:43:06 main:581] : INFO : Epoch 650 | loss: 0.000271028 | val_loss: 0.000303083 | Time: 1743.3 ms
[2020-12-05 05:43:08 main:581] : INFO : Epoch 651 | loss: 0.000277296 | val_loss: 0.000286861 | Time: 1747.46 ms
[2020-12-05 05:43:09 main:581] : INFO : Epoch 652 | loss: 0.000270097 | val_loss: 0.000290995 | Time: 1726.04 ms
[2020-12-05 05:43:11 main:581] : INFO : Epoch 653 | loss: 0.000267642 | val_loss: 0.000293485 | Time: 1741 ms
[2020-12-05 05:43:13 main:581] : INFO : Epoch 654 | loss: 0.000271119 | val_loss: 0.00028465 | Time: 1728.08 ms
[2020-12-05 05:43:15 main:581] : INFO : Epoch 655 | loss: 0.000267872 | val_loss: 0.00030166 | Time: 1732.59 ms
[2020-12-05 05:43:16 main:581] : INFO : Epoch 656 | loss: 0.000277681 | val_loss: 0.000288554 | Time: 1728.68 ms
[2020-12-05 05:43:18 main:581] : INFO : Epoch 657 | loss: 0.000266995 | val_loss: 0.000290735 | Time: 1738 ms
[2020-12-05 05:43:20 main:581] : INFO : Epoch 658 | loss: 0.000278129 | val_loss: 0.000294332 | Time: 1689.19 ms
[2020-12-05 05:43:21 main:581] : INFO : Epoch 659 | loss: 0.000270025 | val_loss: 0.000292829 | Time: 1691.75 ms
[2020-12-05 05:43:23 main:581] : INFO : Epoch 660 | loss: 0.000268597 | val_loss: 0.000284701 | Time: 1688.37 ms
[2020-12-05 05:43:25 main:581] : INFO : Epoch 661 | loss: 0.000273908 | val_loss: 0.000294005 | Time: 1681.9 ms
[2020-12-05 05:43:26 main:581] : INFO : Epoch 662 | loss: 0.000266467 | val_loss: 0.000283279 | Time: 1648.05 ms
[2020-12-05 05:43:28 main:581] : INFO : Epoch 663 | loss: 0.000266356 | val_loss: 0.00029985 | Time: 1689.5 ms
[2020-12-05 05:43:30 main:581] : INFO : Epoch 664 | loss: 0.000281737 | val_loss: 0.000287897 | Time: 1702.03 ms
[2020-12-05 05:43:31 main:581] : INFO : Epoch 665 | loss: 0.000269174 | val_loss: 0.000284326 | Time: 1690.83 ms
[2020-12-05 05:43:33 main:581] : INFO : Epoch 666 | loss: 0.000267041 | val_loss: 0.000290104 | Time: 1727.2 ms
[2020-12-05 05:43:35 main:581] : INFO : Epoch 667 | loss: 0.000267402 | val_loss: 0.000286381 | Time: 1743.1 ms
[2020-12-05 05:43:37 main:581] : INFO : Epoch 668 | loss: 0.000265196 | val_loss: 0.000288737 | Time: 1738.37 ms
[2020-12-05 05:43:38 main:581] : INFO : Epoch 669 | loss: 0.000277435 | val_loss: 0.000309388 | Time: 1736.07 ms
[2020-12-05 05:43:40 main:581] : INFO : Epoch 670 | loss: 0.000278742 | val_loss: 0.000299318 | Time: 1713.15 ms
[2020-12-05 05:43:42 main:581] : INFO : Epoch 671 | loss: 0.00027321 | val_loss: 0.0002899 | Time: 1727.66 ms
[2020-12-05 05:43:44 main:581] : INFO : Epoch 672 | loss: 0.000267912 | val_loss: 0.000288692 | Time: 1741 ms
[2020-12-05 05:43:45 main:581] : INFO : Epoch 673 | loss: 0.000266923 | val_loss: 0.000292076 | Time: 1731.48 ms
[2020-12-05 05:43:47 main:581] : INFO : Epoch 674 | loss: 0.000271826 | val_loss: 0.000300945 | Time: 1752.22 ms
[2020-12-05 05:43:49 main:581] : INFO : Epoch 675 | loss: 0.000267651 | val_loss: 0.000288248 | Time: 1747.61 ms
[2020-12-05 05:43:51 main:581] : INFO : Epoch 676 | loss: 0.000264681 | val_loss: 0.000284636 | Time: 1702.46 ms
[2020-12-05 05:43:52 main:581] : INFO : Epoch 677 | loss: 0.000269301 | val_loss: 0.000294725 | Time: 1726.21 ms
[2020-12-05 05:43:54 main:581] : INFO : Epoch 678 | loss: 0.000291925 | val_loss: 0.000313971 | Time: 1696.69 ms
[2020-12-05 05:43:56 main:581] : INFO : Epoch 679 | loss: 0.000272612 | val_loss: 0.000285315 | Time: 1671.98 ms
[2020-12-05 05:43:57 main:581] : INFO : Epoch 680 | loss: 0.000265501 | val_loss: 0.0002833 | Time: 1733.66 ms
[2020-12-05 05:43:59 main:581] : INFO : Epoch 681 | loss: 0.0002611 | val_loss: 0.000283094 | Time: 1754.53 ms
[2020-12-05 05:44:01 main:581] : INFO : Epoch 682 | loss: 0.000268317 | val_loss: 0.000305768 | Time: 1731.46 ms
[2020-12-05 05:44:03 main:581] : INFO : Epoch 683 | loss: 0.000272639 | val_loss: 0.00029169 | Time: 1715.86 ms
[2020-12-05 05:44:04 main:581] : INFO : Epoch 684 | loss: 0.000270934 | val_loss: 0.000284494 | Time: 1727.66 ms
[2020-12-05 05:44:06 main:581] : INFO : Epoch 685 | loss: 0.00026581 | val_loss: 0.000290294 | Time: 1731.54 ms
[2020-12-05 05:44:08 main:581] : INFO : Epoch 686 | loss: 0.000275272 | val_loss: 0.00029707 | Time: 1722.11 ms
[2020-12-05 05:44:09 main:581] : INFO : Epoch 687 | loss: 0.000272085 | val_loss: 0.000291618 | Time: 1710.37 ms
[2020-12-05 05:44:11 main:581] : INFO : Epoch 688 | loss: 0.000267533 | val_loss: 0.000299215 | Time: 1705.97 ms
[2020-12-05 05:44:13 main:581] : INFO : Epoch 689 | loss: 0.000275768 | val_loss: 0.000289141 | Time: 1688.88 ms
[2020-12-05 05:44:15 main:581] : INFO : Epoch 690 | loss: 0.000266401 | val_loss: 0.000284156 | Time: 1706.79 ms
[2020-12-05 05:44:16 main:581] : INFO : Epoch 691 | loss: 0.000261711 | val_loss: 0.000287124 | Time: 1733.25 ms
[2020-12-05 05:44:18 main:581] : INFO : Epoch 692 | loss: 0.000267311 | val_loss: 0.00030125 | Time: 1700.94 ms
[2020-12-05 05:44:20 main:581] : INFO : Epoch 693 | loss: 0.000278 | val_loss: 0.00029434 | Time: 1724.59 ms
[2020-12-05 05:44:21 main:581] : INFO : Epoch 694 | loss: 0.000280623 | val_loss: 0.000293673 | Time: 1724.64 ms
[2020-12-05 05:44:23 main:581] : INFO : Epoch 695 | loss: 0.000268115 | val_loss: 0.000282428 | Time: 1707.25 ms
[2020-12-05 05:44:25 main:581] : INFO : Epoch 696 | loss: 0.000264642 | val_loss: 0.000286022 | Time: 1716.26 ms
[2020-12-05 05:44:27 main:581] : INFO : Epoch 697 | loss: 0.000269907 | val_loss: 0.000292016 | Time: 1698.16 ms
[2020-12-05 05:44:28 main:581] : INFO : Epoch 698 | loss: 0.000266818 | val_loss: 0.000282425 | Time: 1699.35 ms
[2020-12-05 05:44:30 main:581] : INFO : Epoch 699 | loss: 0.000273105 | val_loss: 0.000341927 | Time: 1686.97 ms
[2020-12-05 05:44:32 main:581] : INFO : Epoch 700 | loss: 0.000287317 | val_loss: 0.00029388 | Time: 1725.67 ms
[2020-12-05 05:44:33 main:581] : INFO : Epoch 701 | loss: 0.000265789 | val_loss: 0.000281959 | Time: 1732.21 ms
[2020-12-05 05:44:35 main:581] : INFO : Epoch 702 | loss: 0.000262804 | val_loss: 0.000290847 | Time: 1705.89 ms
[2020-12-05 05:44:37 main:581] : INFO : Epoch 703 | loss: 0.000266218 | val_loss: 0.000287091 | Time: 1741.37 ms
[2020-12-05 05:44:39 main:581] : INFO : Epoch 704 | loss: 0.00026296 | val_loss: 0.000286369 | Time: 1689.82 ms
[2020-12-05 05:44:40 main:581] : INFO : Epoch 705 | loss: 0.000275955 | val_loss: 0.00030322 | Time: 1687.04 ms
[2020-12-05 05:44:42 main:581] : INFO : Epoch 706 | loss: 0.000267635 | val_loss: 0.000286853 | Time: 1683.61 ms
[2020-12-05 05:44:44 main:581] : INFO : Epoch 707 | loss: 0.000261545 | val_loss: 0.000283921 | Time: 1713.81 ms
[2020-12-05 05:44:45 main:581] : INFO : Epoch 708 | loss: 0.000267886 | val_loss: 0.000286803 | Time: 1733.3 ms
[2020-12-05 05:44:47 main:581] : INFO : Epoch 709 | loss: 0.000271131 | val_loss: 0.000350433 | Time: 1732.01 ms
[2020-12-05 05:44:49 main:581] : INFO : Epoch 710 | loss: 0.000312982 | val_loss: 0.000298604 | Time: 1737.25 ms
[2020-12-05 05:44:51 main:581] : INFO : Epoch 711 | loss: 0.000270084 | val_loss: 0.000284162 | Time: 1740.95 ms
[2020-12-05 05:44:52 main:581] : INFO : Epoch 712 | loss: 0.000261181 | val_loss: 0.0002804 | Time: 1736.33 ms
[2020-12-05 05:44:54 main:581] : INFO : Epoch 713 | loss: 0.000260808 | val_loss: 0.00027986 | Time: 1746.15 ms
[2020-12-05 05:44:56 main:581] : INFO : Epoch 714 | loss: 0.000260039 | val_loss: 0.000286672 | Time: 1728.6 ms
[2020-12-05 05:44:58 main:581] : INFO : Epoch 715 | loss: 0.000276785 | val_loss: 0.000314948 | Time: 1732.9 ms
[2020-12-05 05:44:59 main:581] : INFO : Epoch 716 | loss: 0.000277469 | val_loss: 0.000285904 | Time: 1737.37 ms
[2020-12-05 05:45:01 main:581] : INFO : Epoch 717 | loss: 0.000263067 | val_loss: 0.000283449 | Time: 1748.73 ms
[2020-12-05 05:45:03 main:581] : INFO : Epoch 718 | loss: 0.000260968 | val_loss: 0.000279807 | Time: 1743.15 ms
[2020-12-05 05:45:05 main:581] : INFO : Epoch 719 | loss: 0.000265264 | val_loss: 0.000293929 | Time: 1741.87 ms
[2020-12-05 05:45:06 main:581] : INFO : Epoch 720 | loss: 0.000269003 | val_loss: 0.000282602 | Time: 1755.4 ms
[2020-12-05 05:45:08 main:581] : INFO : Epoch 721 | loss: 0.000268375 | val_loss: 0.000308401 | Time: 1729.99 ms
[2020-12-05 05:45:10 main:581] : INFO : Epoch 722 | loss: 0.000291895 | val_loss: 0.000291427 | Time: 1748.42 ms
[2020-12-05 05:45:11 main:581] : INFO : Epoch 723 | loss: 0.000272571 | val_loss: 0.000289657 | Time: 1735.9 ms
[2020-12-05 05:45:13 main:581] : INFO : Epoch 724 | loss: 0.000265011 | val_loss: 0.000285096 | Time: 1733.77 ms
[2020-12-05 05:45:15 main:581] : INFO : Epoch 725 | loss: 0.000262479 | val_loss: 0.000286044 | Time: 1730.84 ms
[2020-12-05 05:45:17 main:581] : INFO : Epoch 726 | loss: 0.000262954 | val_loss: 0.000285518 | Time: 1735.37 ms
[2020-12-05 05:45:18 main:581] : INFO : Epoch 727 | loss: 0.000270023 | val_loss: 0.000282621 | Time: 1747.3 ms
[2020-12-05 05:45:20 main:581] : INFO : Epoch 728 | loss: 0.000276725 | val_loss: 0.0003208 | Time: 1737.61 ms
[2020-12-05 05:45:22 main:581] : INFO : Epoch 729 | loss: 0.000280394 | val_loss: 0.000285354 | Time: 1751.07 ms
[2020-12-05 05:45:24 main:581] : INFO : Epoch 730 | loss: 0.000262036 | val_loss: 0.000283911 | Time: 1680.78 ms
[2020-12-05 05:45:25 main:581] : INFO : Epoch 731 | loss: 0.000279653 | val_loss: 0.00029293 | Time: 1735.11 ms
[2020-12-05 05:45:27 main:581] : INFO : Epoch 732 | loss: 0.000265082 | val_loss: 0.000281676 | Time: 1716.57 ms
[2020-12-05 05:45:29 main:581] : INFO : Epoch 733 | loss: 0.000261312 | val_loss: 0.000284599 | Time: 1728.96 ms
[2020-12-05 05:45:31 main:581] : INFO : Epoch 734 | loss: 0.000266349 | val_loss: 0.000287219 | Time: 1745.37 ms
[2020-12-05 05:45:32 main:581] : INFO : Epoch 735 | loss: 0.000272151 | val_loss: 0.000294004 | Time: 1738.44 ms
[2020-12-05 05:45:34 main:581] : INFO : Epoch 736 | loss: 0.000275661 | val_loss: 0.000288904 | Time: 1707.7 ms
[2020-12-05 05:45:36 main:581] : INFO : Epoch 737 | loss: 0.000266819 | val_loss: 0.000286667 | Time: 1712.32 ms
[2020-12-05 05:45:37 main:581] : INFO : Epoch 738 | loss: 0.000279559 | val_loss: 0.000322275 | Time: 1744.59 ms
[2020-12-05 05:45:39 main:581] : INFO : Epoch 739 | loss: 0.00027708 | val_loss: 0.000282797 | Time: 1696.14 ms
[2020-12-05 05:45:41 main:581] : INFO : Epoch 740 | loss: 0.000265022 | val_loss: 0.000289756 | Time: 1717.41 ms
[2020-12-05 05:45:43 main:581] : INFO : Epoch 741 | loss: 0.000265719 | val_loss: 0.000283214 | Time: 1708.89 ms
[2020-12-05 05:45:44 main:581] : INFO : Epoch 742 | loss: 0.000267814 | val_loss: 0.000286893 | Time: 1706.01 ms
[2020-12-05 05:45:46 main:581] : INFO : Epoch 743 | loss: 0.000275095 | val_loss: 0.000292542 | Time: 1704.33 ms
[2020-12-05 05:45:48 main:581] : INFO : Epoch 744 | loss: 0.000275839 | val_loss: 0.000295321 | Time: 1711.58 ms
[2020-12-05 05:45:49 main:581] : INFO : Epoch 745 | loss: 0.000273671 | val_loss: 0.000291662 | Time: 1700.16 ms
[2020-12-05 05:45:51 main:581] : INFO : Epoch 746 | loss: 0.000264986 | val_loss: 0.000282724 | Time: 1700.45 ms
[2020-12-05 05:45:53 main:581] : INFO : Epoch 747 | loss: 0.000266372 | val_loss: 0.000299985 | Time: 1687.09 ms
[2020-12-05 05:45:54 main:581] : INFO : Epoch 748 | loss: 0.00027597 | val_loss: 0.000289132 | Time: 1649.48 ms
[2020-12-05 05:45:56 main:581] : INFO : Epoch 749 | loss: 0.000265803 | val_loss: 0.000294497 | Time: 1652.72 ms
[2020-12-05 05:45:58 main:581] : INFO : Epoch 750 | loss: 0.000275022 | val_loss: 0.000292517 | Time: 1644.15 ms
[2020-12-05 05:45:59 main:581] : INFO : Epoch 751 | loss: 0.000266578 | val_loss: 0.000284016 | Time: 1702.53 ms
[2020-12-05 05:46:01 main:581] : INFO : Epoch 752 | loss: 0.000262968 | val_loss: 0.000289338 | Time: 1670.87 ms
[2020-12-05 05:46:03 main:581] : INFO : Epoch 753 | loss: 0.000275074 | val_loss: 0.000319121 | Time: 1659.96 ms
[2020-12-05 05:46:04 main:581] : INFO : Epoch 754 | loss: 0.000282852 | val_loss: 0.000293888 | Time: 1730.12 ms
[2020-12-05 05:46:06 main:581] : INFO : Epoch 755 | loss: 0.000265249 | val_loss: 0.000281343 | Time: 1703.61 ms
[2020-12-05 05:46:08 main:581] : INFO : Epoch 756 | loss: 0.000260896 | val_loss: 0.000285731 | Time: 1704.95 ms
[2020-12-05 05:46:10 main:581] : INFO : Epoch 757 | loss: 0.000288994 | val_loss: 0.000339635 | Time: 1734.73 ms
[2020-12-05 05:46:11 main:581] : INFO : Epoch 758 | loss: 0.0002843 | val_loss: 0.000287858 | Time: 1733.67 ms
[2020-12-05 05:46:13 main:581] : INFO : Epoch 759 | loss: 0.000271283 | val_loss: 0.00029704 | Time: 1703.58 ms
[2020-12-05 05:46:15 main:581] : INFO : Epoch 760 | loss: 0.000268226 | val_loss: 0.000284851 | Time: 1705.74 ms
[2020-12-05 05:46:17 main:581] : INFO : Epoch 761 | loss: 0.000261569 | val_loss: 0.000281244 | Time: 1741.1 ms
[2020-12-05 05:46:18 main:581] : INFO : Epoch 762 | loss: 0.000263772 | val_loss: 0.000281036 | Time: 1721.56 ms
[2020-12-05 05:46:20 main:581] : INFO : Epoch 763 | loss: 0.000266285 | val_loss: 0.000305883 | Time: 1686.9 ms
[2020-12-05 05:46:22 main:581] : INFO : Epoch 764 | loss: 0.000278455 | val_loss: 0.000284879 | Time: 1659.22 ms
[2020-12-05 05:46:23 main:581] : INFO : Epoch 765 | loss: 0.000266865 | val_loss: 0.000307738 | Time: 1684.4 ms
[2020-12-05 05:46:25 main:581] : INFO : Epoch 766 | loss: 0.000273918 | val_loss: 0.0002817 | Time: 1729.25 ms
[2020-12-05 05:46:27 main:581] : INFO : Epoch 767 | loss: 0.000263724 | val_loss: 0.000284545 | Time: 1699.87 ms
[2020-12-05 05:46:28 main:581] : INFO : Epoch 768 | loss: 0.000261423 | val_loss: 0.000284709 | Time: 1689.99 ms
[2020-12-05 05:46:30 main:581] : INFO : Epoch 769 | loss: 0.00028771 | val_loss: 0.000303874 | Time: 1667.54 ms
[2020-12-05 05:46:32 main:581] : INFO : Epoch 770 | loss: 0.000271217 | val_loss: 0.00028604 | Time: 1664.97 ms
[2020-12-05 05:46:33 main:581] : INFO : Epoch 771 | loss: 0.000263476 | val_loss: 0.000282858 | Time: 1689.23 ms
[2020-12-05 05:46:35 main:581] : INFO : Epoch 772 | loss: 0.000275436 | val_loss: 0.000319158 | Time: 1718.83 ms
[2020-12-05 05:46:37 main:581] : INFO : Epoch 773 | loss: 0.000273864 | val_loss: 0.000287788 | Time: 1665.21 ms
[2020-12-05 05:46:38 main:581] : INFO : Epoch 774 | loss: 0.000263132 | val_loss: 0.000284095 | Time: 1633.79 ms
[2020-12-05 05:46:40 main:581] : INFO : Epoch 775 | loss: 0.000262478 | val_loss: 0.000284127 | Time: 1652.63 ms
[2020-12-05 05:46:42 main:581] : INFO : Epoch 776 | loss: 0.000268049 | val_loss: 0.000295135 | Time: 1702.27 ms
[2020-12-05 05:46:43 main:581] : INFO : Epoch 777 | loss: 0.000274875 | val_loss: 0.000300726 | Time: 1672.38 ms
[2020-12-05 05:46:45 main:581] : INFO : Epoch 778 | loss: 0.000277314 | val_loss: 0.00029503 | Time: 1675.86 ms
[2020-12-05 05:46:47 main:581] : INFO : Epoch 779 | loss: 0.000287494 | val_loss: 0.000308373 | Time: 1679.34 ms
[2020-12-05 05:46:48 main:581] : INFO : Epoch 780 | loss: 0.000273827 | val_loss: 0.000283449 | Time: 1641.24 ms
[2020-12-05 05:46:50 main:581] : INFO : Epoch 781 | loss: 0.000261268 | val_loss: 0.000280293 | Time: 1635.27 ms
[2020-12-05 05:46:52 main:581] : INFO : Epoch 782 | loss: 0.000259172 | val_loss: 0.000280814 | Time: 1675.84 ms
[2020-12-05 05:46:53 main:581] : INFO : Epoch 783 | loss: 0.000263781 | val_loss: 0.000300343 | Time: 1628.7 ms
[2020-12-05 05:46:55 main:581] : INFO : Epoch 784 | loss: 0.000284139 | val_loss: 0.000301526 | Time: 1660.08 ms
[2020-12-05 05:46:57 main:581] : INFO : Epoch 785 | loss: 0.000284055 | val_loss: 0.000296183 | Time: 1689.5 ms
[2020-12-05 05:46:58 main:581] : INFO : Epoch 786 | loss: 0.000267208 | val_loss: 0.000284735 | Time: 1648.76 ms
[2020-12-05 05:47:00 main:581] : INFO : Epoch 787 | loss: 0.000260782 | val_loss: 0.000281912 | Time: 1637.32 ms
[2020-12-05 05:47:02 main:581] : INFO : Epoch 788 | loss: 0.000260988 | val_loss: 0.000297924 | Time: 1644.42 ms
[2020-12-05 05:47:03 main:581] : INFO : Epoch 789 | loss: 0.000296818 | val_loss: 0.00029766 | Time: 1677.77 ms
[2020-12-05 05:47:05 main:581] : INFO : Epoch 790 | loss: 0.000268679 | val_loss: 0.000282803 | Time: 1668.21 ms
[2020-12-05 05:47:07 main:581] : INFO : Epoch 791 | loss: 0.000263 | val_loss: 0.000285164 | Time: 1659.7 ms
[2020-12-05 05:47:08 main:581] : INFO : Epoch 792 | loss: 0.000266815 | val_loss: 0.000298467 | Time: 1664.08 ms
[2020-12-05 05:47:10 main:581] : INFO : Epoch 793 | loss: 0.000271694 | val_loss: 0.000285404 | Time: 1738.73 ms
[2020-12-05 05:47:12 main:581] : INFO : Epoch 794 | loss: 0.000267274 | val_loss: 0.000290546 | Time: 1668.45 ms
[2020-12-05 05:47:13 main:581] : INFO : Epoch 795 | loss: 0.000268161 | val_loss: 0.000281183 | Time: 1691.35 ms
[2020-12-05 05:47:15 main:581] : INFO : Epoch 796 | loss: 0.000263111 | val_loss: 0.00029299 | Time: 1708.97 ms
[2020-12-05 05:47:17 main:581] : INFO : Epoch 797 | loss: 0.000270973 | val_loss: 0.000298023 | Time: 1698.76 ms
[2020-12-05 05:47:19 main:581] : INFO : Epoch 798 | loss: 0.000281176 | val_loss: 0.000306634 | Time: 1687.04 ms
[2020-12-05 05:47:20 main:581] : INFO : Epoch 799 | loss: 0.000272964 | val_loss: 0.000286485 | Time: 1742.21 ms
[2020-12-05 05:47:22 main:581] : INFO : Epoch 800 | loss: 0.000263244 | val_loss: 0.000285244 | Time: 1747.94 ms
[2020-12-05 05:47:24 main:581] : INFO : Epoch 801 | loss: 0.000265476 | val_loss: 0.000289405 | Time: 1709.2 ms
[2020-12-05 05:47:25 main:581] : INFO : Epoch 802 | loss: 0.000268266 | val_loss: 0.000282781 | Time: 1718.02 ms
[2020-12-05 05:47:27 main:581] : INFO : Epoch 803 | loss: 0.000277202 | val_loss: 0.000347031 | Time: 1709.93 ms
[2020-12-05 05:47:29 main:581] : INFO : Epoch 804 | loss: 0.000284693 | val_loss: 0.00029336 | Time: 1657.9 ms
[2020-12-05 05:47:30 main:581] : INFO : Epoch 805 | loss: 0.000267951 | val_loss: 0.000283587 | Time: 1675.98 ms
[2020-12-05 05:47:32 main:581] : INFO : Epoch 806 | loss: 0.000265708 | val_loss: 0.000294903 | Time: 1670.55 ms
[2020-12-05 05:47:34 main:581] : INFO : Epoch 807 | loss: 0.000269175 | val_loss: 0.000281194 | Time: 1687.75 ms
[2020-12-05 05:47:36 main:581] : INFO : Epoch 808 | loss: 0.000262279 | val_loss: 0.000291795 | Time: 1697.76 ms
[2020-12-05 05:47:37 main:581] : INFO : Epoch 809 | loss: 0.000279879 | val_loss: 0.000289898 | Time: 1676.81 ms
[2020-12-05 05:47:39 main:581] : INFO : Epoch 810 | loss: 0.000272551 | val_loss: 0.00031152 | Time: 1686.65 ms
[2020-12-05 05:47:41 main:581] : INFO : Epoch 811 | loss: 0.000275517 | val_loss: 0.000290547 | Time: 1688.68 ms
[2020-12-05 05:47:42 main:581] : INFO : Epoch 812 | loss: 0.000269474 | val_loss: 0.000311673 | Time: 1712.71 ms
[2020-12-05 05:47:44 main:581] : INFO : Epoch 813 | loss: 0.000273447 | val_loss: 0.000288872 | Time: 1699.92 ms
[2020-12-05 05:47:46 main:581] : INFO : Epoch 814 | loss: 0.0002654 | val_loss: 0.00028273 | Time: 1671.45 ms
[2020-12-05 05:47:47 main:581] : INFO : Epoch 815 | loss: 0.000259554 | val_loss: 0.000280146 | Time: 1679.74 ms
[2020-12-05 05:47:49 main:581] : INFO : Epoch 816 | loss: 0.000258678 | val_loss: 0.000291291 | Time: 1662.46 ms
[2020-12-05 05:47:51 main:581] : INFO : Epoch 817 | loss: 0.000320429 | val_loss: 0.000330315 | Time: 1684.43 ms
[2020-12-05 05:47:52 main:581] : INFO : Epoch 818 | loss: 0.000282246 | val_loss: 0.000286641 | Time: 1665.19 ms
[2020-12-05 05:47:54 main:581] : INFO : Epoch 819 | loss: 0.000265526 | val_loss: 0.00028257 | Time: 1696.31 ms
[2020-12-05 05:47:56 main:581] : INFO : Epoch 820 | loss: 0.000260034 | val_loss: 0.000285503 | Time: 1693.6 ms
[2020-12-05 05:47:57 main:581] : INFO : Epoch 821 | loss: 0.000276796 | val_loss: 0.000287291 | Time: 1686.95 ms
[2020-12-05 05:47:59 main:581] : INFO : Epoch 822 | loss: 0.000263081 | val_loss: 0.000283323 | Time: 1699.73 ms
[2020-12-05 05:48:01 main:581] : INFO : Epoch 823 | loss: 0.000259219 | val_loss: 0.000283017 | Time: 1693.38 ms
[2020-12-05 05:48:03 main:581] : INFO : Epoch 824 | loss: 0.000262544 | val_loss: 0.000282553 | Time: 1663.24 ms
[2020-12-05 05:48:04 main:581] : INFO : Epoch 825 | loss: 0.000265616 | val_loss: 0.000285835 | Time: 1659.17 ms
[2020-12-05 05:48:06 main:581] : INFO : Epoch 826 | loss: 0.000263366 | val_loss: 0.000285685 | Time: 1693.79 ms
[2020-12-05 05:48:08 main:581] : INFO : Epoch 827 | loss: 0.000282139 | val_loss: 0.000331712 | Time: 1659.24 ms
[2020-12-05 05:48:09 main:581] : INFO : Epoch 828 | loss: 0.000282857 | val_loss: 0.000296065 | Time: 1727.07 ms
[2020-12-05 05:48:11 main:581] : INFO : Epoch 829 | loss: 0.000265022 | val_loss: 0.000282802 | Time: 1686.7 ms
[2020-12-05 05:48:13 main:581] : INFO : Epoch 830 | loss: 0.000258974 | val_loss: 0.000279008 | Time: 1692.37 ms
[2020-12-05 05:48:14 main:581] : INFO : Epoch 831 | loss: 0.000260231 | val_loss: 0.000291622 | Time: 1676.34 ms
[2020-12-05 05:48:16 main:581] : INFO : Epoch 832 | loss: 0.000267962 | val_loss: 0.000283631 | Time: 1695.5 ms
[2020-12-05 05:48:18 main:581] : INFO : Epoch 833 | loss: 0.000270373 | val_loss: 0.000288523 | Time: 1687.9 ms
[2020-12-05 05:48:19 main:581] : INFO : Epoch 834 | loss: 0.000266137 | val_loss: 0.000285298 | Time: 1664.54 ms
[2020-12-05 05:48:21 main:581] : INFO : Epoch 835 | loss: 0.000261547 | val_loss: 0.00028694 | Time: 1681.88 ms
[2020-12-05 05:48:23 main:581] : INFO : Epoch 836 | loss: 0.000287708 | val_loss: 0.000299802 | Time: 1678.14 ms
[2020-12-05 05:48:24 main:581] : INFO : Epoch 837 | loss: 0.000272065 | val_loss: 0.000289442 | Time: 1700.54 ms
[2020-12-05 05:48:26 main:581] : INFO : Epoch 838 | loss: 0.000262922 | val_loss: 0.000285344 | Time: 1677.23 ms
[2020-12-05 05:48:28 main:581] : INFO : Epoch 839 | loss: 0.0002607 | val_loss: 0.00027942 | Time: 1710.27 ms
[2020-12-05 05:48:30 main:581] : INFO : Epoch 840 | loss: 0.000261448 | val_loss: 0.000289928 | Time: 1688.57 ms
[2020-12-05 05:48:31 main:581] : INFO : Epoch 841 | loss: 0.000291371 | val_loss: 0.000301203 | Time: 1674.72 ms
[2020-12-05 05:48:33 main:581] : INFO : Epoch 842 | loss: 0.000270498 | val_loss: 0.000289737 | Time: 1675.24 ms
[2020-12-05 05:48:35 main:581] : INFO : Epoch 843 | loss: 0.000265708 | val_loss: 0.000295925 | Time: 1674.71 ms
[2020-12-05 05:48:36 main:581] : INFO : Epoch 844 | loss: 0.000276241 | val_loss: 0.000291811 | Time: 1680.83 ms
[2020-12-05 05:48:38 main:581] : INFO : Epoch 845 | loss: 0.000264368 | val_loss: 0.000288848 | Time: 1692.62 ms
[2020-12-05 05:48:40 main:581] : INFO : Epoch 846 | loss: 0.000285498 | val_loss: 0.000290226 | Time: 1692.84 ms
[2020-12-05 05:48:41 main:581] : INFO : Epoch 847 | loss: 0.000270394 | val_loss: 0.000285213 | Time: 1711.87 ms
[2020-12-05 05:48:43 main:581] : INFO : Epoch 848 | loss: 0.000262584 | val_loss: 0.000283036 | Time: 1679.68 ms
[2020-12-05 05:48:45 main:581] : INFO : Epoch 849 | loss: 0.000273931 | val_loss: 0.000295957 | Time: 1697.53 ms
[2020-12-05 05:48:46 main:581] : INFO : Epoch 850 | loss: 0.000267883 | val_loss: 0.000284181 | Time: 1679.56 ms
[2020-12-05 05:48:48 main:581] : INFO : Epoch 851 | loss: 0.000260262 | val_loss: 0.000285202 | Time: 1688.3 ms
[2020-12-05 05:48:50 main:581] : INFO : Epoch 852 | loss: 0.000270681 | val_loss: 0.000295195 | Time: 1660.52 ms
[2020-12-05 05:48:51 main:581] : INFO : Epoch 853 | loss: 0.000267222 | val_loss: 0.000282482 | Time: 1646.92 ms
[2020-12-05 05:48:53 main:581] : INFO : Epoch 854 | loss: 0.000261424 | val_loss: 0.00028611 | Time: 1661.31 ms
[2020-12-05 05:48:55 main:581] : INFO : Epoch 855 | loss: 0.000263409 | val_loss: 0.000281117 | Time: 1692.69 ms
[2020-12-05 05:48:56 main:581] : INFO : Epoch 856 | loss: 0.000270421 | val_loss: 0.000307732 | Time: 1687.99 ms
[2020-12-05 05:48:58 main:581] : INFO : Epoch 857 | loss: 0.000283757 | val_loss: 0.000298832 | Time: 1649.16 ms
[2020-12-05 05:49:00 main:581] : INFO : Epoch 858 | loss: 0.00027001 | val_loss: 0.000285556 | Time: 1666.38 ms
[2020-12-05 05:49:01 main:581] : INFO : Epoch 859 | loss: 0.000261484 | val_loss: 0.000287078 | Time: 1642.28 ms
[2020-12-05 05:49:03 main:581] : INFO : Epoch 860 | loss: 0.00027506 | val_loss: 0.000326909 | Time: 1708.82 ms
[2020-12-05 05:49:05 main:581] : INFO : Epoch 861 | loss: 0.000271749 | val_loss: 0.000285589 | Time: 1665.45 ms
[2020-12-05 05:49:06 main:581] : INFO : Epoch 862 | loss: 0.000262506 | val_loss: 0.000291169 | Time: 1683.21 ms
[2020-12-05 05:49:08 main:581] : INFO : Epoch 863 | loss: 0.000275898 | val_loss: 0.000293614 | Time: 1679.99 ms
[2020-12-05 05:49:10 main:581] : INFO : Epoch 864 | loss: 0.000274159 | val_loss: 0.000295534 | Time: 1670.47 ms
[2020-12-05 05:49:11 main:581] : INFO : Epoch 865 | loss: 0.000264868 | val_loss: 0.000282749 | Time: 1665.24 ms
[2020-12-05 05:49:13 main:581] : INFO : Epoch 866 | loss: 0.000259782 | val_loss: 0.000283955 | Time: 1669.38 ms
[2020-12-05 05:49:15 main:581] : INFO : Epoch 867 | loss: 0.000271225 | val_loss: 0.000306495 | Time: 1682.78 ms
[2020-12-05 05:49:17 main:581] : INFO : Epoch 868 | loss: 0.000277626 | val_loss: 0.000288429 | Time: 1707.56 ms
[2020-12-05 05:49:18 main:581] : INFO : Epoch 869 | loss: 0.000261294 | val_loss: 0.00028941 | Time: 1687.9 ms
[2020-12-05 05:49:20 main:581] : INFO : Epoch 870 | loss: 0.000271114 | val_loss: 0.000290764 | Time: 1685.39 ms
[2020-12-05 05:49:22 main:581] : INFO : Epoch 871 | loss: 0.000267396 | val_loss: 0.000286243 | Time: 1657.91 ms
[2020-12-05 05:49:23 main:581] : INFO : Epoch 872 | loss: 0.000265668 | val_loss: 0.000289537 | Time: 1672.1 ms
[2020-12-05 05:49:25 main:581] : INFO : Epoch 873 | loss: 0.000270979 | val_loss: 0.000309787 | Time: 1692.24 ms
[2020-12-05 05:49:27 main:581] : INFO : Epoch 874 | loss: 0.000280061 | val_loss: 0.000291848 | Time: 1688.1 ms
[2020-12-05 05:49:28 main:581] : INFO : Epoch 875 | loss: 0.000270606 | val_loss: 0.000290981 | Time: 1672.64 ms
[2020-12-05 05:49:30 main:581] : INFO : Epoch 876 | loss: 0.000263733 | val_loss: 0.000284545 | Time: 1739.36 ms
[2020-12-05 05:49:32 main:581] : INFO : Epoch 877 | loss: 0.000258995 | val_loss: 0.000280033 | Time: 1691.12 ms
[2020-12-05 05:49:33 main:581] : INFO : Epoch 878 | loss: 0.000266617 | val_loss: 0.000296349 | Time: 1653.39 ms
[2020-12-05 05:49:35 main:581] : INFO : Epoch 879 | loss: 0.00027529 | val_loss: 0.000300654 | Time: 1649.21 ms
[2020-12-05 05:49:37 main:581] : INFO : Epoch 880 | loss: 0.000272545 | val_loss: 0.000294629 | Time: 1641.16 ms
[2020-12-05 05:49:38 main:581] : INFO : Epoch 881 | loss: 0.000269046 | val_loss: 0.000285157 | Time: 1695.8 ms
[2020-12-05 05:49:40 main:581] : INFO : Epoch 882 | loss: 0.000263091 | val_loss: 0.000288858 | Time: 1688.23 ms
[2020-12-05 05:49:42 main:581] : INFO : Epoch 883 | loss: 0.000272808 | val_loss: 0.000294452 | Time: 1651.52 ms
[2020-12-05 05:49:43 main:581] : INFO : Epoch 884 | loss: 0.000266714 | val_loss: 0.000282424 | Time: 1653.1 ms
[2020-12-05 05:49:45 main:581] : INFO : Epoch 885 | loss: 0.000263057 | val_loss: 0.000286987 | Time: 1621.65 ms
[2020-12-05 05:49:47 main:581] : INFO : Epoch 886 | loss: 0.000276683 | val_loss: 0.000321003 | Time: 1674.6 ms
[2020-12-05 05:49:48 main:581] : INFO : Epoch 887 | loss: 0.000277417 | val_loss: 0.000290837 | Time: 1662.9 ms
[2020-12-05 05:49:50 main:581] : INFO : Epoch 888 | loss: 0.000264945 | val_loss: 0.000298659 | Time: 1672.28 ms
[2020-12-05 05:49:52 main:581] : INFO : Epoch 889 | loss: 0.00028018 | val_loss: 0.000294239 | Time: 1693.45 ms
[2020-12-05 05:49:53 main:581] : INFO : Epoch 890 | loss: 0.000265121 | val_loss: 0.000286646 | Time: 1668.98 ms
[2020-12-05 05:49:55 main:581] : INFO : Epoch 891 | loss: 0.000262375 | val_loss: 0.000285157 | Time: 1678.11 ms
[2020-12-05 05:49:57 main:581] : INFO : Epoch 892 | loss: 0.000271364 | val_loss: 0.000281022 | Time: 1689.15 ms
[2020-12-05 05:49:58 main:581] : INFO : Epoch 893 | loss: 0.000262726 | val_loss: 0.000283096 | Time: 1682.61 ms
[2020-12-05 05:50:00 main:581] : INFO : Epoch 894 | loss: 0.000261388 | val_loss: 0.000285787 | Time: 1660.11 ms
[2020-12-05 05:50:02 main:581] : INFO : Epoch 895 | loss: 0.00026663 | val_loss: 0.000308471 | Time: 1683.33 ms
[2020-12-05 05:50:03 main:581] : INFO : Epoch 896 | loss: 0.000282453 | val_loss: 0.000298075 | Time: 1639.03 ms
[2020-12-05 05:50:05 main:581] : INFO : Epoch 897 | loss: 0.000270289 | val_loss: 0.00029706 | Time: 1625.99 ms
[2020-12-05 05:50:07 main:581] : INFO : Epoch 898 | loss: 0.000263428 | val_loss: 0.000282916 | Time: 1610.71 ms
[2020-12-05 05:50:08 main:581] : INFO : Epoch 899 | loss: 0.000269819 | val_loss: 0.000287588 | Time: 1630.86 ms
[2020-12-05 05:50:10 main:581] : INFO : Epoch 900 | loss: 0.000260713 | val_loss: 0.000282603 | Time: 1634.94 ms
[2020-12-05 05:50:12 main:581] : INFO : Epoch 901 | loss: 0.00026481 | val_loss: 0.000290964 | Time: 1669.39 ms
[2020-12-05 05:50:13 main:581] : INFO : Epoch 902 | loss: 0.000263717 | val_loss: 0.000291741 | Time: 1692.53 ms
[2020-12-05 05:50:15 main:581] : INFO : Epoch 903 | loss: 0.000293462 | val_loss: 0.000306647 | Time: 1667.45 ms
[2020-12-05 05:50:17 main:581] : INFO : Epoch 904 | loss: 0.000279977 | val_loss: 0.000302232 | Time: 1664.15 ms
[2020-12-05 05:50:18 main:581] : INFO : Epoch 905 | loss: 0.000267463 | val_loss: 0.000281845 | Time: 1695.72 ms
[2020-12-05 05:50:20 main:581] : INFO : Epoch 906 | loss: 0.000260385 | val_loss: 0.000283469 | Time: 1667.96 ms
[2020-12-05 05:50:22 main:581] : INFO : Epoch 907 | loss: 0.000257995 | val_loss: 0.000279635 | Time: 1658.14 ms
[2020-12-05 05:50:23 main:581] : INFO : Epoch 908 | loss: 0.00026266 | val_loss: 0.000307935 | Time: 1654.84 ms
[2020-12-05 05:50:25 main:581] : INFO : Epoch 909 | loss: 0.000282349 | val_loss: 0.000282864 | Time: 1658.12 ms
[2020-12-05 05:50:27 main:581] : INFO : Epoch 910 | loss: 0.000260182 | val_loss: 0.000283628 | Time: 1684.02 ms
[2020-12-05 05:50:28 main:581] : INFO : Epoch 911 | loss: 0.000262608 | val_loss: 0.0002837 | Time: 1662.86 ms
[2020-12-05 05:50:30 main:581] : INFO : Epoch 912 | loss: 0.00026435 | val_loss: 0.000295687 | Time: 1708.04 ms
[2020-12-05 05:50:32 main:581] : INFO : Epoch 913 | loss: 0.000264445 | val_loss: 0.000280666 | Time: 1672.01 ms
[2020-12-05 05:50:33 main:581] : INFO : Epoch 914 | loss: 0.000260515 | val_loss: 0.000283993 | Time: 1662.41 ms
[2020-12-05 05:50:35 main:581] : INFO : Epoch 915 | loss: 0.000269897 | val_loss: 0.000297363 | Time: 1663.6 ms
[2020-12-05 05:50:37 main:581] : INFO : Epoch 916 | loss: 0.000288846 | val_loss: 0.00029485 | Time: 1669.8 ms
[2020-12-05 05:50:38 main:581] : INFO : Epoch 917 | loss: 0.000269397 | val_loss: 0.00028627 | Time: 1629.02 ms
[2020-12-05 05:50:40 main:581] : INFO : Epoch 918 | loss: 0.000258031 | val_loss: 0.000281018 | Time: 1622.9 ms
[2020-12-05 05:50:42 main:581] : INFO : Epoch 919 | loss: 0.000268113 | val_loss: 0.00031859 | Time: 1621.73 ms
[2020-12-05 05:50:43 main:581] : INFO : Epoch 920 | loss: 0.00027631 | val_loss: 0.000284954 | Time: 1650.8 ms
[2020-12-05 05:50:45 main:581] : INFO : Epoch 921 | loss: 0.000264668 | val_loss: 0.000286179 | Time: 1643.3 ms
[2020-12-05 05:50:47 main:581] : INFO : Epoch 922 | loss: 0.000264657 | val_loss: 0.000298369 | Time: 1709.11 ms
[2020-12-05 05:50:48 main:581] : INFO : Epoch 923 | loss: 0.000276368 | val_loss: 0.000288006 | Time: 1703.15 ms
[2020-12-05 05:50:50 main:581] : INFO : Epoch 924 | loss: 0.000264888 | val_loss: 0.000284886 | Time: 1723.32 ms
[2020-12-05 05:50:52 main:581] : INFO : Epoch 925 | loss: 0.000264066 | val_loss: 0.000288298 | Time: 1689.52 ms
[2020-12-05 05:50:53 main:581] : INFO : Epoch 926 | loss: 0.00025976 | val_loss: 0.00028316 | Time: 1706.1 ms
[2020-12-05 05:50:55 main:581] : INFO : Epoch 927 | loss: 0.000264353 | val_loss: 0.000310153 | Time: 1679.45 ms
[2020-12-05 05:50:57 main:581] : INFO : Epoch 928 | loss: 0.000290263 | val_loss: 0.000299064 | Time: 1705.31 ms
[2020-12-05 05:50:58 main:581] : INFO : Epoch 929 | loss: 0.000268063 | val_loss: 0.000288437 | Time: 1694.89 ms
[2020-12-05 05:51:00 main:581] : INFO : Epoch 930 | loss: 0.000260448 | val_loss: 0.000280027 | Time: 1686.48 ms
[2020-12-05 05:51:02 main:581] : INFO : Epoch 931 | loss: 0.000259979 | val_loss: 0.000302681 | Time: 1682.71 ms
[2020-12-05 05:51:03 main:581] : INFO : Epoch 932 | loss: 0.000284299 | val_loss: 0.000291845 | Time: 1672.26 ms
[2020-12-05 05:51:05 main:581] : INFO : Epoch 933 | loss: 0.000265369 | val_loss: 0.000283822 | Time: 1656.76 ms
[2020-12-05 05:51:07 main:581] : INFO : Epoch 934 | loss: 0.000260972 | val_loss: 0.000294649 | Time: 1685.3 ms
[2020-12-05 05:51:08 main:581] : INFO : Epoch 935 | loss: 0.000274881 | val_loss: 0.000294306 | Time: 1693.5 ms
[2020-12-05 05:51:10 main:581] : INFO : Epoch 936 | loss: 0.000263443 | val_loss: 0.000279443 | Time: 1708.52 ms
[2020-12-05 05:51:12 main:581] : INFO : Epoch 937 | loss: 0.000261504 | val_loss: 0.000288166 | Time: 1672.41 ms
[2020-12-05 05:51:14 main:581] : INFO : Epoch 938 | loss: 0.000262321 | val_loss: 0.000290758 | Time: 1640.6 ms
[2020-12-05 05:51:15 main:581] : INFO : Epoch 939 | loss: 0.000266284 | val_loss: 0.000281462 | Time: 1639.66 ms
[2020-12-05 05:51:17 main:581] : INFO : Epoch 940 | loss: 0.000258458 | val_loss: 0.000280311 | Time: 1642.99 ms
[2020-12-05 05:51:18 main:581] : INFO : Epoch 941 | loss: 0.000265105 | val_loss: 0.000302278 | Time: 1639.36 ms
[2020-12-05 05:51:20 main:581] : INFO : Epoch 942 | loss: 0.000291249 | val_loss: 0.000316238 | Time: 1627.08 ms
[2020-12-05 05:51:22 main:581] : INFO : Epoch 943 | loss: 0.000276173 | val_loss: 0.000294934 | Time: 1647.69 ms
[2020-12-05 05:51:23 main:581] : INFO : Epoch 944 | loss: 0.000263826 | val_loss: 0.000283233 | Time: 1651.8 ms
[2020-12-05 05:51:25 main:581] : INFO : Epoch 945 | loss: 0.000257441 | val_loss: 0.000281526 | Time: 1628.4 ms
[2020-12-05 05:51:27 main:581] : INFO : Epoch 946 | loss: 0.000257397 | val_loss: 0.000279548 | Time: 1639.4 ms
[2020-12-05 05:51:28 main:581] : INFO : Epoch 947 | loss: 0.000275313 | val_loss: 0.000306861 | Time: 1638.26 ms
[2020-12-05 05:51:30 main:581] : INFO : Epoch 948 | loss: 0.000294104 | val_loss: 0.000303993 | Time: 1621.65 ms
[2020-12-05 05:51:32 main:581] : INFO : Epoch 949 | loss: 0.000269625 | val_loss: 0.000287562 | Time: 1645.12 ms
[2020-12-05 05:51:33 main:581] : INFO : Epoch 950 | loss: 0.000259654 | val_loss: 0.000281353 | Time: 1716.06 ms
[2020-12-05 05:51:35 main:581] : INFO : Epoch 951 | loss: 0.000263472 | val_loss: 0.00028511 | Time: 1724.72 ms
[2020-12-05 05:51:37 main:581] : INFO : Epoch 952 | loss: 0.000264266 | val_loss: 0.000294159 | Time: 1696.1 ms
[2020-12-05 05:51:38 main:581] : INFO : Epoch 953 | loss: 0.000279425 | val_loss: 0.000288621 | Time: 1725.01 ms
[2020-12-05 05:51:40 main:581] : INFO : Epoch 954 | loss: 0.000261083 | val_loss: 0.000281441 | Time: 1713.23 ms
[2020-12-05 05:51:42 main:581] : INFO : Epoch 955 | loss: 0.000260848 | val_loss: 0.000295515 | Time: 1731.48 ms
[2020-12-05 05:51:44 main:581] : INFO : Epoch 956 | loss: 0.000276479 | val_loss: 0.000290069 | Time: 1690.83 ms
[2020-12-05 05:51:45 main:581] : INFO : Epoch 957 | loss: 0.000270734 | val_loss: 0.000287685 | Time: 1657.17 ms
[2020-12-05 05:51:47 main:581] : INFO : Epoch 958 | loss: 0.000260377 | val_loss: 0.000282696 | Time: 1667.5 ms
[2020-12-05 05:51:49 main:581] : INFO : Epoch 959 | loss: 0.000269396 | val_loss: 0.000349639 | Time: 1692.49 ms
[2020-12-05 05:51:50 main:581] : INFO : Epoch 960 | loss: 0.000290268 | val_loss: 0.000296133 | Time: 1684.09 ms
[2020-12-05 05:51:52 main:581] : INFO : Epoch 961 | loss: 0.000265557 | val_loss: 0.000288755 | Time: 1684.56 ms
[2020-12-05 05:51:54 main:581] : INFO : Epoch 962 | loss: 0.000265981 | val_loss: 0.000284109 | Time: 1656.24 ms
[2020-12-05 05:51:55 main:581] : INFO : Epoch 963 | loss: 0.000259242 | val_loss: 0.000281337 | Time: 1720.97 ms
[2020-12-05 05:51:57 main:581] : INFO : Epoch 964 | loss: 0.000258569 | val_loss: 0.000279735 | Time: 1697.75 ms
[2020-12-05 05:51:59 main:581] : INFO : Epoch 965 | loss: 0.000260018 | val_loss: 0.000289138 | Time: 1688.94 ms
[2020-12-05 05:52:00 main:581] : INFO : Epoch 966 | loss: 0.000263443 | val_loss: 0.000285643 | Time: 1691.11 ms
[2020-12-05 05:52:02 main:581] : INFO : Epoch 967 | loss: 0.000266312 | val_loss: 0.000289835 | Time: 1677.58 ms
[2020-12-05 05:52:04 main:581] : INFO : Epoch 968 | loss: 0.000266153 | val_loss: 0.000298167 | Time: 1680.82 ms
[2020-12-05 05:52:05 main:581] : INFO : Epoch 969 | loss: 0.000280334 | val_loss: 0.000293973 | Time: 1686.19 ms
[2020-12-05 05:52:07 main:581] : INFO : Epoch 970 | loss: 0.000266215 | val_loss: 0.000287997 | Time: 1675.65 ms
[2020-12-05 05:52:09 main:581] : INFO : Epoch 971 | loss: 0.000262888 | val_loss: 0.000284717 | Time: 1667.65 ms
[2020-12-05 05:52:10 main:581] : INFO : Epoch 972 | loss: 0.000258147 | val_loss: 0.000281629 | Time: 1692.99 ms
[2020-12-05 05:52:12 main:581] : INFO : Epoch 973 | loss: 0.000266585 | val_loss: 0.000294711 | Time: 1678.95 ms
[2020-12-05 05:52:14 main:581] : INFO : Epoch 974 | loss: 0.000281671 | val_loss: 0.000292681 | Time: 1658.35 ms
[2020-12-05 05:52:15 main:581] : INFO : Epoch 975 | loss: 0.000265365 | val_loss: 0.000284528 | Time: 1664.6 ms
[2020-12-05 05:52:17 main:581] : INFO : Epoch 976 | loss: 0.000260578 | val_loss: 0.000285792 | Time: 1644.59 ms
[2020-12-05 05:52:19 main:581] : INFO : Epoch 977 | loss: 0.000264904 | val_loss: 0.000294409 | Time: 1662.02 ms
[2020-12-05 05:52:20 main:581] : INFO : Epoch 978 | loss: 0.000265615 | val_loss: 0.000290938 | Time: 1663.91 ms
[2020-12-05 05:52:22 main:581] : INFO : Epoch 979 | loss: 0.000263457 | val_loss: 0.000285378 | Time: 1631.13 ms
[2020-12-05 05:52:24 main:581] : INFO : Epoch 980 | loss: 0.000265679 | val_loss: 0.000302128 | Time: 1643.53 ms
[2020-12-05 05:52:25 main:581] : INFO : Epoch 981 | loss: 0.000301667 | val_loss: 0.00030407 | Time: 1641.95 ms
[2020-12-05 05:52:27 main:581] : INFO : Epoch 982 | loss: 0.000267842 | val_loss: 0.000285184 | Time: 1656.17 ms
[2020-12-05 05:52:29 main:581] : INFO : Epoch 983 | loss: 0.000266453 | val_loss: 0.000314212 | Time: 1640.31 ms
[2020-12-05 05:52:30 main:581] : INFO : Epoch 984 | loss: 0.000274217 | val_loss: 0.000284014 | Time: 1689.83 ms
[2020-12-05 05:52:32 main:581] : INFO : Epoch 985 | loss: 0.000276682 | val_loss: 0.000298351 | Time: 1693.24 ms
[2020-12-05 05:52:34 main:581] : INFO : Epoch 986 | loss: 0.00026827 | val_loss: 0.000281798 | Time: 1682.32 ms
[2020-12-05 05:52:35 main:581] : INFO : Epoch 987 | loss: 0.000257554 | val_loss: 0.000278551 | Time: 1655.02 ms
[2020-12-05 05:52:37 main:581] : INFO : Epoch 988 | loss: 0.000257356 | val_loss: 0.000284583 | Time: 1633.94 ms
[2020-12-05 05:52:39 main:581] : INFO : Epoch 989 | loss: 0.000264328 | val_loss: 0.000287011 | Time: 1654.49 ms
[2020-12-05 05:52:40 main:581] : INFO : Epoch 990 | loss: 0.000264837 | val_loss: 0.000280302 | Time: 1649.56 ms
[2020-12-05 05:52:42 main:581] : INFO : Epoch 991 | loss: 0.000267888 | val_loss: 0.000288061 | Time: 1652.33 ms
[2020-12-05 05:52:44 main:581] : INFO : Epoch 992 | loss: 0.000262805 | val_loss: 0.000283283 | Time: 1680.66 ms
[2020-12-05 05:52:45 main:581] : INFO : Epoch 993 | loss: 0.000262678 | val_loss: 0.000289821 | Time: 1646.14 ms
[2020-12-05 05:52:47 main:581] : INFO : Epoch 994 | loss: 0.000262832 | val_loss: 0.000290168 | Time: 1651.51 ms
[2020-12-05 05:52:49 main:581] : INFO : Epoch 995 | loss: 0.000275306 | val_loss: 0.000290188 | Time: 1709.73 ms
[2020-12-05 05:52:50 main:581] : INFO : Epoch 996 | loss: 0.000265157 | val_loss: 0.000288978 | Time: 1680.55 ms
[2020-12-05 05:52:52 main:581] : INFO : Epoch 997 | loss: 0.000268678 | val_loss: 0.000288916 | Time: 1709.27 ms
[2020-12-05 05:52:54 main:581] : INFO : Epoch 998 | loss: 0.000262791 | val_loss: 0.000287276 | Time: 1676.6 ms
[2020-12-05 05:52:55 main:581] : INFO : Epoch 999 | loss: 0.000275168 | val_loss: 0.000308311 | Time: 1699.41 ms
[2020-12-05 05:52:57 main:581] : INFO : Epoch 1000 | loss: 0.000268761 | val_loss: 0.000285937 | Time: 1675 ms
[2020-12-05 05:52:59 main:581] : INFO : Epoch 1001 | loss: 0.000262503 | val_loss: 0.000280361 | Time: 1676.95 ms
[2020-12-05 05:53:00 main:581] : INFO : Epoch 1002 | loss: 0.000260618 | val_loss: 0.000287947 | Time: 1664.38 ms
[2020-12-05 05:53:02 main:581] : INFO : Epoch 1003 | loss: 0.000265218 | val_loss: 0.000290934 | Time: 1650.04 ms
[2020-12-05 05:53:04 main:581] : INFO : Epoch 1004 | loss: 0.000269656 | val_loss: 0.000286553 | Time: 1703.65 ms
[2020-12-05 05:53:05 main:581] : INFO : Epoch 1005 | loss: 0.00026651 | val_loss: 0.000305987 | Time: 1669.43 ms
[2020-12-05 05:53:07 main:581] : INFO : Epoch 1006 | loss: 0.0002783 | val_loss: 0.000287582 | Time: 1632 ms
[2020-12-05 05:53:09 main:581] : INFO : Epoch 1007 | loss: 0.000261572 | val_loss: 0.000286687 | Time: 1672.81 ms
[2020-12-05 05:53:10 main:581] : INFO : Epoch 1008 | loss: 0.000264 | val_loss: 0.000295789 | Time: 1663.01 ms
[2020-12-05 05:53:12 main:581] : INFO : Epoch 1009 | loss: 0.000274949 | val_loss: 0.000290973 | Time: 1640.37 ms
[2020-12-05 05:53:14 main:581] : INFO : Epoch 1010 | loss: 0.000261059 | val_loss: 0.000281939 | Time: 1662.81 ms
[2020-12-05 05:53:15 main:581] : INFO : Epoch 1011 | loss: 0.000263273 | val_loss: 0.000284665 | Time: 1686.68 ms
[2020-12-05 05:53:17 main:581] : INFO : Epoch 1012 | loss: 0.000264597 | val_loss: 0.000310638 | Time: 1637.52 ms
[2020-12-05 05:53:19 main:581] : INFO : Epoch 1013 | loss: 0.000287731 | val_loss: 0.000302336 | Time: 1624.9 ms
[2020-12-05 05:53:20 main:581] : INFO : Epoch 1014 | loss: 0.000263967 | val_loss: 0.00028219 | Time: 1675.89 ms
[2020-12-05 05:53:22 main:581] : INFO : Epoch 1015 | loss: 0.000263209 | val_loss: 0.000287179 | Time: 1650.13 ms
[2020-12-05 05:53:24 main:581] : INFO : Epoch 1016 | loss: 0.00026243 | val_loss: 0.000282954 | Time: 1652.5 ms
[2020-12-05 05:53:25 main:581] : INFO : Epoch 1017 | loss: 0.000257307 | val_loss: 0.000278646 | Time: 1636.09 ms
[2020-12-05 05:53:27 main:581] : INFO : Epoch 1018 | loss: 0.000262077 | val_loss: 0.000306556 | Time: 1667.83 ms
[2020-12-05 05:53:29 main:581] : INFO : Epoch 1019 | loss: 0.000293144 | val_loss: 0.000289441 | Time: 1636.53 ms
[2020-12-05 05:53:30 main:581] : INFO : Epoch 1020 | loss: 0.000264408 | val_loss: 0.000288473 | Time: 1636.23 ms
[2020-12-05 05:53:32 main:581] : INFO : Epoch 1021 | loss: 0.000266684 | val_loss: 0.000306299 | Time: 1649.35 ms
[2020-12-05 05:53:34 main:581] : INFO : Epoch 1022 | loss: 0.000268985 | val_loss: 0.00028197 | Time: 1660.86 ms
[2020-12-05 05:53:35 main:581] : INFO : Epoch 1023 | loss: 0.000258758 | val_loss: 0.000280568 | Time: 1648.69 ms
[2020-12-05 05:53:37 main:581] : INFO : Epoch 1024 | loss: 0.00026385 | val_loss: 0.000315402 | Time: 1635.26 ms
[2020-12-05 05:53:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000315402
[2020-12-05 05:53:37 main:610] : INFO : Saving end state to config to file
[2020-12-05 05:53:37 main:615] : INFO : Success, exiting..
05:53:37 (839088): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)