Task 6906423
| Name | ParityMachine-1627977847-13785-2_1 |
| Workunit | 4497864 |
| Created | 26 Aug 2021, 0:51:01 UTC |
| Sent | 26 Aug 2021, 2:03:08 UTC |
| Report deadline | 2 Sep 2021, 2:03:08 UTC |
| Received | 26 Aug 2021, 3:04:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 59 min 49 sec |
| CPU time | 57 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> _loss: 0.000463579 | Time: 1666.91 ms [2021-08-26 04:49:59 main:574] : INFO : Epoch 1555 | loss: 0.000428008 | val_loss: 0.000459995 | Time: 1714.64 ms [2021-08-26 04:50:01 main:574] : INFO : Epoch 1556 | loss: 0.00042205 | val_loss: 0.000452199 | Time: 1733.21 ms [2021-08-26 04:50:03 main:574] : INFO : Epoch 1557 | loss: 0.000416856 | val_loss: 0.000448434 | Time: 1723.89 ms [2021-08-26 04:50:04 main:574] : INFO : Epoch 1558 | loss: 0.000414285 | val_loss: 0.000443738 | Time: 1694.48 ms [2021-08-26 04:50:06 main:574] : INFO : Epoch 1559 | loss: 0.000408689 | val_loss: 0.000440299 | Time: 1724.74 ms [2021-08-26 04:50:08 main:574] : INFO : Epoch 1560 | loss: 0.000405327 | val_loss: 0.000437005 | Time: 1687.87 ms [2021-08-26 04:50:09 main:574] : INFO : Epoch 1561 | loss: 0.000401788 | val_loss: 0.000432968 | Time: 1750.27 ms [2021-08-26 04:50:11 main:574] : INFO : Epoch 1562 | loss: 0.00039796 | val_loss: 0.000428703 | Time: 1739.77 ms [2021-08-26 04:50:13 main:574] : INFO : Epoch 1563 | loss: 0.000394279 | val_loss: 0.000424134 | Time: 1787.41 ms [2021-08-26 04:50:15 main:574] : INFO : Epoch 1564 | loss: 0.00039069 | val_loss: 0.000422349 | Time: 1678.58 ms [2021-08-26 04:50:16 main:574] : INFO : Epoch 1565 | loss: 0.000389427 | val_loss: 0.000419098 | Time: 1753.37 ms [2021-08-26 04:50:18 main:574] : INFO : Epoch 1566 | loss: 0.000385647 | val_loss: 0.000416157 | Time: 1722.76 ms [2021-08-26 04:50:20 main:574] : INFO : Epoch 1567 | loss: 0.000382455 | val_loss: 0.000413528 | Time: 1689.06 ms [2021-08-26 04:50:22 main:574] : INFO : Epoch 1568 | loss: 0.000379582 | val_loss: 0.000409097 | Time: 1735.37 ms [2021-08-26 04:50:23 main:574] : INFO : Epoch 1569 | loss: 0.00037689 | val_loss: 0.000406806 | Time: 1702.2 ms [2021-08-26 04:50:25 main:574] : INFO : Epoch 1570 | loss: 0.000374828 | val_loss: 0.000404558 | Time: 1711.43 ms [2021-08-26 04:50:27 main:574] : INFO : Epoch 1571 | loss: 0.0003734 | val_loss: 0.000402634 | Time: 1771.47 ms [2021-08-26 04:50:28 main:574] : INFO : Epoch 1572 | loss: 0.000371872 | val_loss: 0.000400705 | Time: 1709.74 ms [2021-08-26 04:50:30 main:574] : INFO : Epoch 1573 | loss: 0.00036911 | val_loss: 0.000398375 | Time: 1731.12 ms [2021-08-26 04:50:32 main:574] : INFO : Epoch 1574 | loss: 0.000367277 | val_loss: 0.000397125 | Time: 1710.4 ms [2021-08-26 04:50:34 main:574] : INFO : Epoch 1575 | loss: 0.000366839 | val_loss: 0.00039698 | Time: 1755.16 ms [2021-08-26 04:50:35 main:574] : INFO : Epoch 1576 | loss: 0.000366169 | val_loss: 0.000394387 | Time: 1768.22 ms [2021-08-26 04:50:37 main:574] : INFO : Epoch 1577 | loss: 0.000363583 | val_loss: 0.000393195 | Time: 1714.12 ms [2021-08-26 04:50:39 main:574] : INFO : Epoch 1578 | loss: 0.000362343 | val_loss: 0.000393413 | Time: 1705.79 ms [2021-08-26 04:50:41 main:574] : INFO : Epoch 1579 | loss: 0.000361408 | val_loss: 0.000391024 | Time: 1749.04 ms [2021-08-26 04:50:42 main:574] : INFO : Epoch 1580 | loss: 0.000358822 | val_loss: 0.000387934 | Time: 1752.05 ms [2021-08-26 04:50:44 main:574] : INFO : Epoch 1581 | loss: 0.000357494 | val_loss: 0.000387746 | Time: 1715.45 ms [2021-08-26 04:50:46 main:574] : INFO : Epoch 1582 | loss: 0.000356598 | val_loss: 0.000386816 | Time: 1734.26 ms [2021-08-26 04:50:48 main:574] : INFO : Epoch 1583 | loss: 0.000356777 | val_loss: 0.000385237 | Time: 1792.44 ms [2021-08-26 04:50:49 main:574] : INFO : Epoch 1584 | loss: 0.000354924 | val_loss: 0.000387622 | Time: 1709.91 ms [2021-08-26 04:50:51 main:574] : INFO : Epoch 1585 | loss: 0.000353867 | val_loss: 0.000382685 | Time: 1708.88 ms [2021-08-26 04:50:53 main:574] : INFO : Epoch 1586 | loss: 0.000351721 | val_loss: 0.00038189 | Time: 1733.97 ms [2021-08-26 04:50:54 main:574] : INFO : Epoch 1587 | loss: 0.000351094 | val_loss: 0.000381262 | Time: 1735.59 ms [2021-08-26 04:50:56 main:574] : INFO : Epoch 1588 | loss: 0.000350236 | val_loss: 0.000380484 | Time: 1728.13 ms [2021-08-26 04:50:58 main:574] : INFO : Epoch 1589 | loss: 0.000349215 | val_loss: 0.000378986 | Time: 1875.63 ms [2021-08-26 04:51:00 main:574] : INFO : Epoch 1590 | loss: 0.000347799 | val_loss: 0.000377629 | Time: 1782.42 ms [2021-08-26 04:51:02 main:574] : INFO : Epoch 1591 | loss: 0.000348268 | val_loss: 0.000379731 | Time: 1760.99 ms [2021-08-26 04:51:03 main:574] : INFO : Epoch 1592 | loss: 0.000348803 | val_loss: 0.000377931 | Time: 1787.92 ms [2021-08-26 04:51:05 main:574] : INFO : Epoch 1593 | loss: 0.000345941 | val_loss: 0.000375526 | Time: 1834.94 ms [2021-08-26 04:51:07 main:574] : INFO : Epoch 1594 | loss: 0.000345438 | val_loss: 0.000374353 | Time: 1756.17 ms [2021-08-26 04:51:09 main:574] : INFO : Epoch 1595 | loss: 0.000346034 | val_loss: 0.000374976 | Time: 1748.6 ms [2021-08-26 04:51:10 main:574] : INFO : Epoch 1596 | loss: 0.000344094 | val_loss: 0.000374447 | Time: 1676.03 ms [2021-08-26 04:51:12 main:574] : INFO : Epoch 1597 | loss: 0.000344051 | val_loss: 0.000375312 | Time: 1753.03 ms [2021-08-26 04:51:14 main:574] : INFO : Epoch 1598 | loss: 0.00034241 | val_loss: 0.000373167 | Time: 1683.9 ms [2021-08-26 04:51:16 main:574] : INFO : Epoch 1599 | loss: 0.00034544 | val_loss: 0.000371481 | Time: 1683.36 ms [2021-08-26 04:51:17 main:574] : INFO : Epoch 1600 | loss: 0.000341706 | val_loss: 0.000380111 | Time: 1732.55 ms [2021-08-26 04:51:19 main:574] : INFO : Epoch 1601 | loss: 0.000342623 | val_loss: 0.000369427 | Time: 1705.53 ms [2021-08-26 04:51:21 main:574] : INFO : Epoch 1602 | loss: 0.000341604 | val_loss: 0.000370209 | Time: 1699.17 ms [2021-08-26 04:51:22 main:574] : INFO : Epoch 1603 | loss: 0.000343558 | val_loss: 0.000370427 | Time: 1697.09 ms [2021-08-26 04:51:24 main:574] : INFO : Epoch 1604 | loss: 0.00034017 | val_loss: 0.000368567 | Time: 1698.77 ms [2021-08-26 04:51:26 main:574] : INFO : Epoch 1605 | loss: 0.000338281 | val_loss: 0.000368076 | Time: 1660.83 ms [2021-08-26 04:51:28 main:574] : INFO : Epoch 1606 | loss: 0.00034109 | val_loss: 0.000367059 | Time: 1740.81 ms [2021-08-26 04:51:29 main:574] : INFO : Epoch 1607 | loss: 0.000339216 | val_loss: 0.000365593 | Time: 1706.34 ms [2021-08-26 04:51:31 main:574] : INFO : Epoch 1608 | loss: 0.000337454 | val_loss: 0.000365579 | Time: 1768.79 ms [2021-08-26 04:51:33 main:574] : INFO : Epoch 1609 | loss: 0.000335859 | val_loss: 0.000365181 | Time: 1712.32 ms [2021-08-26 04:51:35 main:574] : INFO : Epoch 1610 | loss: 0.000337741 | val_loss: 0.000373917 | Time: 1728.14 ms [2021-08-26 04:51:36 main:574] : INFO : Epoch 1611 | loss: 0.000336747 | val_loss: 0.000364082 | Time: 1737.41 ms [2021-08-26 04:51:38 main:574] : INFO : Epoch 1612 | loss: 0.000334773 | val_loss: 0.000364117 | Time: 1785.82 ms [2021-08-26 04:51:40 main:574] : INFO : Epoch 1613 | loss: 0.00033575 | val_loss: 0.000373936 | Time: 1672.56 ms [2021-08-26 04:51:41 main:574] : INFO : Epoch 1614 | loss: 0.000348311 | val_loss: 0.00038258 | Time: 1703.07 ms [2021-08-26 04:51:43 main:574] : INFO : Epoch 1615 | loss: 0.000337564 | val_loss: 0.00036411 | Time: 1690.43 ms [2021-08-26 04:51:45 main:574] : INFO : Epoch 1616 | loss: 0.000332975 | val_loss: 0.000366599 | Time: 1702.43 ms [2021-08-26 04:51:47 main:574] : INFO : Epoch 1617 | loss: 0.000334286 | val_loss: 0.000361195 | Time: 1764.22 ms [2021-08-26 04:51:48 main:574] : INFO : Epoch 1618 | loss: 0.000332552 | val_loss: 0.00035995 | Time: 1746.55 ms [2021-08-26 04:51:50 main:574] : INFO : Epoch 1619 | loss: 0.000330804 | val_loss: 0.000359666 | Time: 1714.52 ms [2021-08-26 04:51:52 main:574] : INFO : Epoch 1620 | loss: 0.000333203 | val_loss: 0.000367974 | Time: 1695.18 ms [2021-08-26 04:51:53 main:574] : INFO : Epoch 1621 | loss: 0.00033815 | val_loss: 0.000368745 | Time: 1698.95 ms [2021-08-26 04:51:55 main:574] : INFO : Epoch 1622 | loss: 0.000332028 | val_loss: 0.00035887 | Time: 1730.47 ms [2021-08-26 04:51:57 main:574] : INFO : Epoch 1623 | loss: 0.000328972 | val_loss: 0.00036258 | Time: 1748.24 ms [2021-08-26 04:51:59 main:574] : INFO : Epoch 1624 | loss: 0.000330737 | val_loss: 0.000358377 | Time: 1794.15 ms [2021-08-26 04:52:01 main:574] : INFO : Epoch 1625 | loss: 0.000328137 | val_loss: 0.000356993 | Time: 1819.38 ms [2021-08-26 04:52:02 main:574] : INFO : Epoch 1626 | loss: 0.00033257 | val_loss: 0.000358129 | Time: 1676.53 ms [2021-08-26 04:52:04 main:574] : INFO : Epoch 1627 | loss: 0.000328872 | val_loss: 0.000357579 | Time: 1691.18 ms [2021-08-26 04:52:06 main:574] : INFO : Epoch 1628 | loss: 0.00032836 | val_loss: 0.00035606 | Time: 1778.19 ms [2021-08-26 04:52:08 main:574] : INFO : Epoch 1629 | loss: 0.000326884 | val_loss: 0.000368065 | Time: 1829.12 ms [2021-08-26 04:52:09 main:574] : INFO : Epoch 1630 | loss: 0.0003338 | val_loss: 0.000359589 | Time: 1699.15 ms [2021-08-26 04:52:11 main:574] : INFO : Epoch 1631 | loss: 0.000327182 | val_loss: 0.000356444 | Time: 1747.26 ms [2021-08-26 04:52:13 main:574] : INFO : Epoch 1632 | loss: 0.000329206 | val_loss: 0.000355253 | Time: 1729.59 ms [2021-08-26 04:52:14 main:574] : INFO : Epoch 1633 | loss: 0.000327156 | val_loss: 0.000354869 | Time: 1667.42 ms [2021-08-26 04:52:16 main:574] : INFO : Epoch 1634 | loss: 0.00032495 | val_loss: 0.0003541 | Time: 1697.09 ms [2021-08-26 04:52:18 main:574] : INFO : Epoch 1635 | loss: 0.000325177 | val_loss: 0.000355011 | Time: 1808.49 ms [2021-08-26 04:52:20 main:574] : INFO : Epoch 1636 | loss: 0.000324374 | val_loss: 0.000356704 | Time: 1698.03 ms [2021-08-26 04:52:21 main:574] : INFO : Epoch 1637 | loss: 0.000330892 | val_loss: 0.000353064 | Time: 1691.1 ms [2021-08-26 04:52:23 main:574] : INFO : Epoch 1638 | loss: 0.00032664 | val_loss: 0.000365998 | Time: 1669.21 ms [2021-08-26 04:52:25 main:574] : INFO : Epoch 1639 | loss: 0.000334294 | val_loss: 0.000367458 | Time: 1795.68 ms [2021-08-26 04:52:27 main:574] : INFO : Epoch 1640 | loss: 0.000328578 | val_loss: 0.000354646 | Time: 1705.72 ms [2021-08-26 04:52:28 main:574] : INFO : Epoch 1641 | loss: 0.000323522 | val_loss: 0.000353904 | Time: 1763.85 ms [2021-08-26 04:52:30 main:574] : INFO : Epoch 1642 | loss: 0.000323863 | val_loss: 0.000351151 | Time: 1724.17 ms [2021-08-26 04:52:32 main:574] : INFO : Epoch 1643 | loss: 0.000324468 | val_loss: 0.000351474 | Time: 1714.33 ms [2021-08-26 04:52:33 main:574] : INFO : Epoch 1644 | loss: 0.000323871 | val_loss: 0.000351753 | Time: 1713.17 ms [2021-08-26 04:52:35 main:574] : INFO : Epoch 1645 | loss: 0.00032516 | val_loss: 0.000351954 | Time: 1774.85 ms [2021-08-26 04:52:37 main:574] : INFO : Epoch 1646 | loss: 0.000323181 | val_loss: 0.000351054 | Time: 1704.77 ms [2021-08-26 04:52:39 main:574] : INFO : Epoch 1647 | loss: 0.000322917 | val_loss: 0.000356003 | Time: 1740.22 ms [2021-08-26 04:52:40 main:574] : INFO : Epoch 1648 | loss: 0.000323343 | val_loss: 0.000349649 | Time: 1728.13 ms [2021-08-26 04:52:42 main:574] : INFO : Epoch 1649 | loss: 0.000326084 | val_loss: 0.00035388 | Time: 1704.09 ms [2021-08-26 04:52:44 main:574] : INFO : Epoch 1650 | loss: 0.000323358 | val_loss: 0.000354932 | Time: 1701.06 ms [2021-08-26 04:52:46 main:574] : INFO : Epoch 1651 | loss: 0.000323422 | val_loss: 0.000349274 | Time: 1724.52 ms [2021-08-26 04:52:47 main:574] : INFO : Epoch 1652 | loss: 0.00032072 | val_loss: 0.000348603 | Time: 1693 ms [2021-08-26 04:52:49 main:574] : INFO : Epoch 1653 | loss: 0.000320723 | val_loss: 0.00035629 | Time: 1750.92 ms [2021-08-26 04:52:51 main:574] : INFO : Epoch 1654 | loss: 0.000323224 | val_loss: 0.000350729 | Time: 1761.42 ms [2021-08-26 04:52:52 main:574] : INFO : Epoch 1655 | loss: 0.000320793 | val_loss: 0.000348114 | Time: 1662.55 ms [2021-08-26 04:52:54 main:574] : INFO : Epoch 1656 | loss: 0.000319722 | val_loss: 0.000348331 | Time: 1711.39 ms [2021-08-26 04:52:56 main:574] : INFO : Epoch 1657 | loss: 0.000324353 | val_loss: 0.000348316 | Time: 1676.23 ms [2021-08-26 04:52:58 main:574] : INFO : Epoch 1658 | loss: 0.00031967 | val_loss: 0.000348658 | Time: 1729.82 ms [2021-08-26 04:52:59 main:574] : INFO : Epoch 1659 | loss: 0.000319103 | val_loss: 0.000348067 | Time: 1756.47 ms [2021-08-26 04:53:01 main:574] : INFO : Epoch 1660 | loss: 0.00032199 | val_loss: 0.000367478 | Time: 1722.26 ms [2021-08-26 04:53:03 main:574] : INFO : Epoch 1661 | loss: 0.000332318 | val_loss: 0.000356644 | Time: 1727.18 ms [2021-08-26 04:53:04 main:574] : INFO : Epoch 1662 | loss: 0.000329193 | val_loss: 0.000350645 | Time: 1697.24 ms [2021-08-26 04:53:06 main:574] : INFO : Epoch 1663 | loss: 0.000321751 | val_loss: 0.000353485 | Time: 1777.11 ms [2021-08-26 04:53:08 main:574] : INFO : Epoch 1664 | loss: 0.000321129 | val_loss: 0.0003467 | Time: 1683.25 ms [2021-08-26 04:53:10 main:574] : INFO : Epoch 1665 | loss: 0.000317452 | val_loss: 0.000346403 | Time: 1760.95 ms [2021-08-26 04:53:11 main:574] : INFO : Epoch 1666 | loss: 0.000318783 | val_loss: 0.000345562 | Time: 1718.38 ms [2021-08-26 04:53:13 main:574] : INFO : Epoch 1667 | loss: 0.000319444 | val_loss: 0.000347524 | Time: 1756.02 ms [2021-08-26 04:53:15 main:574] : INFO : Epoch 1668 | loss: 0.000318132 | val_loss: 0.000352388 | Time: 1776.92 ms [2021-08-26 04:53:17 main:574] : INFO : Epoch 1669 | loss: 0.000319824 | val_loss: 0.00034487 | Time: 1733.86 ms [2021-08-26 04:53:18 main:574] : INFO : Epoch 1670 | loss: 0.000317535 | val_loss: 0.000345154 | Time: 1774.7 ms [2021-08-26 04:53:20 main:574] : INFO : Epoch 1671 | loss: 0.00032289 | val_loss: 0.000365412 | Time: 1759.63 ms [2021-08-26 04:53:22 main:574] : INFO : Epoch 1672 | loss: 0.00032483 | val_loss: 0.000346117 | Time: 1756.42 ms [2021-08-26 04:53:24 main:574] : INFO : Epoch 1673 | loss: 0.00031701 | val_loss: 0.000347048 | Time: 1761.73 ms [2021-08-26 04:53:26 main:574] : INFO : Epoch 1674 | loss: 0.000317058 | val_loss: 0.000349106 | Time: 1800.05 ms [2021-08-26 04:53:27 main:574] : INFO : Epoch 1675 | loss: 0.000319174 | val_loss: 0.000362868 | Time: 1774.99 ms [2021-08-26 04:53:29 main:574] : INFO : Epoch 1676 | loss: 0.000325993 | val_loss: 0.000345659 | Time: 1738.67 ms [2021-08-26 04:53:31 main:574] : INFO : Epoch 1677 | loss: 0.000331096 | val_loss: 0.000349793 | Time: 1775.95 ms [2021-08-26 04:53:33 main:574] : INFO : Epoch 1678 | loss: 0.00445746 | val_loss: 0.0341662 | Time: 1732.23 ms [2021-08-26 04:53:34 main:574] : INFO : Epoch 1679 | loss: 0.0311431 | val_loss: 0.0277078 | Time: 1747.71 ms [2021-08-26 04:53:36 main:574] : INFO : Epoch 1680 | loss: 0.0260404 | val_loss: 0.0224739 | Time: 1797.31 ms [2021-08-26 04:53:38 main:574] : INFO : Epoch 1681 | loss: 0.0222024 | val_loss: 0.0150314 | Time: 1767.65 ms [2021-08-26 04:53:40 main:574] : INFO : Epoch 1682 | loss: 0.00728196 | val_loss: 0.00439164 | Time: 1746.56 ms [2021-08-26 04:53:41 main:574] : INFO : Epoch 1683 | loss: 0.00346921 | val_loss: 0.00317801 | Time: 1727.54 ms [2021-08-26 04:53:43 main:574] : INFO : Epoch 1684 | loss: 0.0029652 | val_loss: 0.0029518 | Time: 1801.97 ms [2021-08-26 04:53:45 main:574] : INFO : Epoch 1685 | loss: 0.00285062 | val_loss: 0.00289239 | Time: 1732.99 ms [2021-08-26 04:53:47 main:574] : INFO : Epoch 1686 | loss: 0.00280697 | val_loss: 0.00284755 | Time: 1758.4 ms [2021-08-26 04:53:48 main:574] : INFO : Epoch 1687 | loss: 0.00276643 | val_loss: 0.0028127 | Time: 1752.2 ms [2021-08-26 04:53:50 main:574] : INFO : Epoch 1688 | loss: 0.00273396 | val_loss: 0.00276986 | Time: 1736.77 ms [2021-08-26 04:53:52 main:574] : INFO : Epoch 1689 | loss: 0.00265271 | val_loss: 0.00263969 | Time: 1754.14 ms [2021-08-26 04:53:54 main:574] : INFO : Epoch 1690 | loss: 0.00254217 | val_loss: 0.0025471 | Time: 1794.17 ms [2021-08-26 04:53:56 main:574] : INFO : Epoch 1691 | loss: 0.00247063 | val_loss: 0.00249084 | Time: 1748.04 ms [2021-08-26 04:53:57 main:574] : INFO : Epoch 1692 | loss: 0.00243121 | val_loss: 0.00246321 | Time: 1787.27 ms [2021-08-26 04:53:59 main:574] : INFO : Epoch 1693 | loss: 0.00240917 | val_loss: 0.00244564 | Time: 1740.91 ms [2021-08-26 04:54:01 main:574] : INFO : Epoch 1694 | loss: 0.00239458 | val_loss: 0.00243571 | Time: 1795.72 ms [2021-08-26 04:54:03 main:574] : INFO : Epoch 1695 | loss: 0.00238749 | val_loss: 0.00242733 | Time: 1747.49 ms [2021-08-26 04:54:04 main:574] : INFO : Epoch 1696 | loss: 0.00237856 | val_loss: 0.00241612 | Time: 1771.41 ms [2021-08-26 04:54:06 main:574] : INFO : Epoch 1697 | loss: 0.00236974 | val_loss: 0.0024095 | Time: 1729.6 ms [2021-08-26 04:54:08 main:574] : INFO : Epoch 1698 | loss: 0.00236407 | val_loss: 0.00240483 | Time: 1795.44 ms [2021-08-26 04:54:10 main:574] : INFO : Epoch 1699 | loss: 0.00236003 | val_loss: 0.00240005 | Time: 1726.16 ms [2021-08-26 04:54:11 main:574] : INFO : Epoch 1700 | loss: 0.00235603 | val_loss: 0.00239613 | Time: 1727.68 ms [2021-08-26 04:54:13 main:574] : INFO : Epoch 1701 | loss: 0.00235292 | val_loss: 0.00239573 | Time: 1760.65 ms [2021-08-26 04:54:15 main:574] : INFO : Epoch 1702 | loss: 0.00235109 | val_loss: 0.00239177 | Time: 1717.6 ms [2021-08-26 04:54:17 main:574] : INFO : Epoch 1703 | loss: 0.00234844 | val_loss: 0.00238975 | Time: 1799.52 ms [2021-08-26 04:54:18 main:574] : INFO : Epoch 1704 | loss: 0.00234713 | val_loss: 0.00238862 | Time: 1786.75 ms [2021-08-26 04:54:20 main:574] : INFO : Epoch 1705 | loss: 0.00234573 | val_loss: 0.00238781 | Time: 1776.7 ms [2021-08-26 04:54:22 main:574] : INFO : Epoch 1706 | loss: 0.00234423 | val_loss: 0.00238574 | Time: 1785.74 ms [2021-08-26 04:54:24 main:574] : INFO : Epoch 1707 | loss: 0.00234314 | val_loss: 0.00238592 | Time: 1753.78 ms [2021-08-26 04:54:26 main:574] : INFO : Epoch 1708 | loss: 0.00234215 | val_loss: 0.00238461 | Time: 1767.1 ms [2021-08-26 04:54:27 main:574] : INFO : Epoch 1709 | loss: 0.00234116 | val_loss: 0.00238337 | Time: 1760.29 ms [2021-08-26 04:54:29 main:574] : INFO : Epoch 1710 | loss: 0.00234036 | val_loss: 0.00238243 | Time: 1775.04 ms [2021-08-26 04:54:31 main:574] : INFO : Epoch 1711 | loss: 0.00233964 | val_loss: 0.00238181 | Time: 1749.02 ms [2021-08-26 04:54:33 main:574] : INFO : Epoch 1712 | loss: 0.00233878 | val_loss: 0.00238161 | Time: 1762.26 ms [2021-08-26 04:54:34 main:574] : INFO : Epoch 1713 | loss: 0.00233825 | val_loss: 0.00238066 | Time: 1765.79 ms [2021-08-26 04:54:36 main:574] : INFO : Epoch 1714 | loss: 0.00233785 | val_loss: 0.00238009 | Time: 1777.77 ms [2021-08-26 04:54:38 main:574] : INFO : Epoch 1715 | loss: 0.00233728 | val_loss: 0.00237931 | Time: 1780.16 ms [2021-08-26 04:54:40 main:574] : INFO : Epoch 1716 | loss: 0.00233647 | val_loss: 0.00237892 | Time: 1733.24 ms [2021-08-26 04:54:41 main:574] : INFO : Epoch 1717 | loss: 0.00233608 | val_loss: 0.00237856 | Time: 1725.85 ms [2021-08-26 04:54:43 main:574] : INFO : Epoch 1718 | loss: 0.00233569 | val_loss: 0.00237825 | Time: 1767.68 ms [2021-08-26 04:54:45 main:574] : INFO : Epoch 1719 | loss: 0.00233514 | val_loss: 0.00237895 | Time: 1772.82 ms [2021-08-26 04:54:47 main:574] : INFO : Epoch 1720 | loss: 0.0023352 | val_loss: 0.00237738 | Time: 1736.19 ms [2021-08-26 04:54:48 main:574] : INFO : Epoch 1721 | loss: 0.00233442 | val_loss: 0.00237684 | Time: 1777.23 ms [2021-08-26 04:54:50 main:574] : INFO : Epoch 1722 | loss: 0.00233401 | val_loss: 0.00237644 | Time: 1740.64 ms [2021-08-26 04:54:52 main:574] : INFO : Epoch 1723 | loss: 0.00233336 | val_loss: 0.00237619 | Time: 1752.41 ms [2021-08-26 04:54:54 main:574] : INFO : Epoch 1724 | loss: 0.00233301 | val_loss: 0.00237559 | Time: 1779.58 ms [2021-08-26 04:54:56 main:574] : INFO : Epoch 1725 | loss: 0.00233258 | val_loss: 0.00237524 | Time: 1790.27 ms [2021-08-26 04:54:57 main:574] : INFO : Epoch 1726 | loss: 0.00233234 | val_loss: 0.00237508 | Time: 1782.02 ms [2021-08-26 04:54:59 main:574] : INFO : Epoch 1727 | loss: 0.00233213 | val_loss: 0.00237482 | Time: 1714.33 ms [2021-08-26 04:55:01 main:574] : INFO : Epoch 1728 | loss: 0.00233208 | val_loss: 0.00237441 | Time: 1734.6 ms [2021-08-26 04:55:03 main:574] : INFO : Epoch 1729 | loss: 0.00233196 | val_loss: 0.00237418 | Time: 1742.72 ms [2021-08-26 04:55:04 main:574] : INFO : Epoch 1730 | loss: 0.00233156 | val_loss: 0.00237369 | Time: 1740.17 ms [2021-08-26 04:55:06 main:574] : INFO : Epoch 1731 | loss: 0.00233105 | val_loss: 0.00237342 | Time: 1740.62 ms [2021-08-26 04:55:08 main:574] : INFO : Epoch 1732 | loss: 0.00233068 | val_loss: 0.002373 | Time: 1797.97 ms [2021-08-26 04:55:10 main:574] : INFO : Epoch 1733 | loss: 0.00233092 | val_loss: 0.00237308 | Time: 1821.37 ms [2021-08-26 04:55:11 main:574] : INFO : Epoch 1734 | loss: 0.00233018 | val_loss: 0.00237308 | Time: 1783.65 ms [2021-08-26 04:55:13 main:574] : INFO : Epoch 1735 | loss: 0.00233135 | val_loss: 0.00237729 | Time: 1781.94 ms [2021-08-26 04:55:15 main:574] : INFO : Epoch 1736 | loss: 0.00232985 | val_loss: 0.00237211 | Time: 1781.4 ms [2021-08-26 04:55:17 main:574] : INFO : Epoch 1737 | loss: 0.00232911 | val_loss: 0.00237184 | Time: 1744.54 ms [2021-08-26 04:55:19 main:574] : INFO : Epoch 1738 | loss: 0.00232926 | val_loss: 0.0023719 | Time: 1726.11 ms [2021-08-26 04:55:20 main:574] : INFO : Epoch 1739 | loss: 0.00232868 | val_loss: 0.00237181 | Time: 1753.46 ms [2021-08-26 04:55:22 main:574] : INFO : Epoch 1740 | loss: 0.00232866 | val_loss: 0.0023712 | Time: 1783.68 ms [2021-08-26 04:55:24 main:574] : INFO : Epoch 1741 | loss: 0.00232884 | val_loss: 0.00237143 | Time: 1775.59 ms [2021-08-26 04:55:26 main:574] : INFO : Epoch 1742 | loss: 0.00232828 | val_loss: 0.00237184 | Time: 1771.94 ms [2021-08-26 04:55:27 main:574] : INFO : Epoch 1743 | loss: 0.00232768 | val_loss: 0.00237128 | Time: 1829.6 ms [2021-08-26 04:55:29 main:574] : INFO : Epoch 1744 | loss: 0.00232772 | val_loss: 0.00236996 | Time: 1729.87 ms [2021-08-26 04:55:31 main:574] : INFO : Epoch 1745 | loss: 0.00232712 | val_loss: 0.00237042 | Time: 1774.53 ms [2021-08-26 04:55:33 main:574] : INFO : Epoch 1746 | loss: 0.00232715 | val_loss: 0.00236962 | Time: 1828.39 ms [2021-08-26 04:55:35 main:574] : INFO : Epoch 1747 | loss: 0.00232651 | val_loss: 0.0023701 | Time: 1753.54 ms [2021-08-26 04:55:36 main:574] : INFO : Epoch 1748 | loss: 0.00232648 | val_loss: 0.00236961 | Time: 1787.63 ms [2021-08-26 04:55:38 main:574] : INFO : Epoch 1749 | loss: 0.00232669 | val_loss: 0.00236949 | Time: 1753.47 ms [2021-08-26 04:55:40 main:574] : INFO : Epoch 1750 | loss: 0.00232729 | val_loss: 0.00237028 | Time: 1739.68 ms [2021-08-26 04:55:42 main:574] : INFO : Epoch 1751 | loss: 0.00232634 | val_loss: 0.00237053 | Time: 1777.52 ms [2021-08-26 04:55:43 main:574] : INFO : Epoch 1752 | loss: 0.00232664 | val_loss: 0.0023701 | Time: 1748.87 ms [2021-08-26 04:55:45 main:574] : INFO : Epoch 1753 | loss: 0.00232699 | val_loss: 0.0023709 | Time: 1789.72 ms [2021-08-26 04:55:47 main:574] : INFO : Epoch 1754 | loss: 0.00232605 | val_loss: 0.00236873 | Time: 1762.64 ms [2021-08-26 04:55:49 main:574] : INFO : Epoch 1755 | loss: 0.00232632 | val_loss: 0.00236787 | Time: 1747.81 ms [2021-08-26 04:55:50 main:574] : INFO : Epoch 1756 | loss: 0.00232473 | val_loss: 0.00236778 | Time: 1769.27 ms [2021-08-26 04:55:52 main:574] : INFO : Epoch 1757 | loss: 0.00232497 | val_loss: 0.00236778 | Time: 1754.31 ms [2021-08-26 04:55:54 main:574] : INFO : Epoch 1758 | loss: 0.00232435 | val_loss: 0.00236773 | Time: 1770.05 ms [2021-08-26 04:55:56 main:574] : INFO : Epoch 1759 | loss: 0.00232426 | val_loss: 0.00236705 | Time: 1734.34 ms [2021-08-26 04:55:58 main:574] : INFO : Epoch 1760 | loss: 0.00232381 | val_loss: 0.00236769 | Time: 1738.78 ms [2021-08-26 04:55:59 main:574] : INFO : Epoch 1761 | loss: 0.00232387 | val_loss: 0.00236576 | Time: 1774.03 ms [2021-08-26 04:56:01 main:574] : INFO : Epoch 1762 | loss: 0.00232311 | val_loss: 0.00236557 | Time: 1768.77 ms [2021-08-26 04:56:03 main:574] : INFO : Epoch 1763 | loss: 0.0023227 | val_loss: 0.00236571 | Time: 1715.55 ms [2021-08-26 04:56:05 main:574] : INFO : Epoch 1764 | loss: 0.00232275 | val_loss: 0.00236575 | Time: 1767.97 ms [2021-08-26 04:56:06 main:574] : INFO : Epoch 1765 | loss: 0.00232249 | val_loss: 0.00236442 | Time: 1764.1 ms [2021-08-26 04:56:08 main:574] : INFO : Epoch 1766 | loss: 0.00232141 | val_loss: 0.00236376 | Time: 1715.23 ms [2021-08-26 04:56:10 main:574] : INFO : Epoch 1767 | loss: 0.00232114 | val_loss: 0.00236463 | Time: 1701.81 ms [2021-08-26 04:56:12 main:574] : INFO : Epoch 1768 | loss: 0.00232096 | val_loss: 0.00236358 | Time: 1739.23 ms [2021-08-26 04:56:13 main:574] : INFO : Epoch 1769 | loss: 0.00232006 | val_loss: 0.00236389 | Time: 1777.3 ms [2021-08-26 04:56:15 main:574] : INFO : Epoch 1770 | loss: 0.0023203 | val_loss: 0.00236244 | Time: 1746.53 ms [2021-08-26 04:56:17 main:574] : INFO : Epoch 1771 | loss: 0.00231924 | val_loss: 0.00236221 | Time: 1744.78 ms [2021-08-26 04:56:19 main:574] : INFO : Epoch 1772 | loss: 0.00231878 | val_loss: 0.00236242 | Time: 1744.54 ms [2021-08-26 04:56:20 main:574] : INFO : Epoch 1773 | loss: 0.00231883 | val_loss: 0.00236166 | Time: 1748.11 ms [2021-08-26 04:56:22 main:574] : INFO : Epoch 1774 | loss: 0.00231849 | val_loss: 0.00236177 | Time: 1736.71 ms [2021-08-26 04:56:24 main:574] : INFO : Epoch 1775 | loss: 0.00231848 | val_loss: 0.00236114 | Time: 1748.25 ms [2021-08-26 04:56:26 main:574] : INFO : Epoch 1776 | loss: 0.0023187 | val_loss: 0.00236144 | Time: 1758.04 ms [2021-08-26 04:56:27 main:574] : INFO : Epoch 1777 | loss: 0.00231782 | val_loss: 0.00236067 | Time: 1762.61 ms [2021-08-26 04:56:29 main:574] : INFO : Epoch 1778 | loss: 0.00231796 | val_loss: 0.00236059 | Time: 1750.92 ms [2021-08-26 04:56:31 main:574] : INFO : Epoch 1779 | loss: 0.00231781 | val_loss: 0.00236013 | Time: 1740.43 ms [2021-08-26 04:56:33 main:574] : INFO : Epoch 1780 | loss: 0.00231707 | val_loss: 0.00236021 | Time: 1726.85 ms [2021-08-26 04:56:34 main:574] : INFO : Epoch 1781 | loss: 0.00231726 | val_loss: 0.00236032 | Time: 1744.27 ms [2021-08-26 04:56:36 main:574] : INFO : Epoch 1782 | loss: 0.00231697 | val_loss: 0.0023605 | Time: 1750.11 ms [2021-08-26 04:56:38 main:574] : INFO : Epoch 1783 | loss: 0.00231681 | val_loss: 0.00235963 | Time: 1769.56 ms [2021-08-26 04:56:40 main:574] : INFO : Epoch 1784 | loss: 0.00231694 | val_loss: 0.00236039 | Time: 1772.25 ms [2021-08-26 04:56:41 main:574] : INFO : Epoch 1785 | loss: 0.00231681 | val_loss: 0.00235937 | Time: 1752.82 ms [2021-08-26 04:56:43 main:574] : INFO : Epoch 1786 | loss: 0.00231784 | val_loss: 0.00235941 | Time: 1755.57 ms [2021-08-26 04:56:45 main:574] : INFO : Epoch 1787 | loss: 0.00231655 | val_loss: 0.002359 | Time: 1794.61 ms [2021-08-26 04:56:47 main:574] : INFO : Epoch 1788 | loss: 0.00231658 | val_loss: 0.00236395 | Time: 1755.13 ms [2021-08-26 04:56:48 main:574] : INFO : Epoch 1789 | loss: 0.0023177 | val_loss: 0.00235916 | Time: 1758.89 ms [2021-08-26 04:56:50 main:574] : INFO : Epoch 1790 | loss: 0.00231659 | val_loss: 0.00236097 | Time: 1790.07 ms [2021-08-26 04:56:52 main:574] : INFO : Epoch 1791 | loss: 0.00231683 | val_loss: 0.00235904 | Time: 1766.54 ms [2021-08-26 04:56:54 main:574] : INFO : Epoch 1792 | loss: 0.00231688 | val_loss: 0.00236 | Time: 1765.2 ms [2021-08-26 04:56:55 main:574] : INFO : Epoch 1793 | loss: 0.00231662 | val_loss: 0.00236008 | Time: 1686.57 ms [2021-08-26 04:56:57 main:574] : INFO : Epoch 1794 | loss: 0.00232022 | val_loss: 0.00236223 | Time: 1739.86 ms [2021-08-26 04:56:59 main:574] : INFO : Epoch 1795 | loss: 0.00232228 | val_loss: 0.00236287 | Time: 1758.72 ms [2021-08-26 04:57:01 main:574] : INFO : Epoch 1796 | loss: 0.00231771 | val_loss: 0.00235863 | Time: 1757.3 ms [2021-08-26 04:57:02 main:574] : INFO : Epoch 1797 | loss: 0.00231573 | val_loss: 0.00235846 | Time: 1771.75 ms [2021-08-26 04:57:04 main:574] : INFO : Epoch 1798 | loss: 0.00231512 | val_loss: 0.00235861 | Time: 1765.82 ms [2021-08-26 04:57:06 main:574] : INFO : Epoch 1799 | loss: 0.00231586 | val_loss: 0.00235824 | Time: 1730.73 ms [2021-08-26 04:57:08 main:574] : INFO : Epoch 1800 | loss: 0.00231756 | val_loss: 0.00235954 | Time: 1726.9 ms [2021-08-26 04:57:09 main:574] : INFO : Epoch 1801 | loss: 0.00231594 | val_loss: 0.00235771 | Time: 1736.6 ms [2021-08-26 04:57:11 main:574] : INFO : Epoch 1802 | loss: 0.00231562 | val_loss: 0.00236055 | Time: 1751.13 ms [2021-08-26 04:57:13 main:574] : INFO : Epoch 1803 | loss: 0.00231583 | val_loss: 0.0023583 | Time: 1722.94 ms [2021-08-26 04:57:15 main:574] : INFO : Epoch 1804 | loss: 0.00231484 | val_loss: 0.00235742 | Time: 1738.7 ms [2021-08-26 04:57:16 main:574] : INFO : Epoch 1805 | loss: 0.00231482 | val_loss: 0.0023573 | Time: 1721.22 ms [2021-08-26 04:57:18 main:574] : INFO : Epoch 1806 | loss: 0.00231502 | val_loss: 0.00235732 | Time: 1779 ms [2021-08-26 04:57:20 main:574] : INFO : Epoch 1807 | loss: 0.00231499 | val_loss: 0.00235725 | Time: 1719.92 ms [2021-08-26 04:57:22 main:574] : INFO : Epoch 1808 | loss: 0.00231457 | val_loss: 0.00235709 | Time: 1769.7 ms [2021-08-26 04:57:23 main:574] : INFO : Epoch 1809 | loss: 0.00231459 | val_loss: 0.00235749 | Time: 1754.22 ms [2021-08-26 04:57:25 main:574] : INFO : Epoch 1810 | loss: 0.00231443 | val_loss: 0.00235735 | Time: 1752.67 ms [2021-08-26 04:57:27 main:574] : INFO : Epoch 1811 | loss: 0.00231457 | val_loss: 0.00235812 | Time: 1722.68 ms [2021-08-26 04:57:29 main:574] : INFO : Epoch 1812 | loss: 0.002314 | val_loss: 0.00235665 | Time: 1771.05 ms [2021-08-26 04:57:30 main:574] : INFO : Epoch 1813 | loss: 0.00231451 | val_loss: 0.00235869 | Time: 1775.5 ms [2021-08-26 04:57:32 main:574] : INFO : Epoch 1814 | loss: 0.00231474 | val_loss: 0.00235953 | Time: 1731.62 ms [2021-08-26 04:57:34 main:574] : INFO : Epoch 1815 | loss: 0.00231596 | val_loss: 0.00235855 | Time: 1748.34 ms [2021-08-26 04:57:36 main:574] : INFO : Epoch 1816 | loss: 0.00231691 | val_loss: 0.00235743 | Time: 1719.99 ms [2021-08-26 04:57:37 main:574] : INFO : Epoch 1817 | loss: 0.00231446 | val_loss: 0.0023574 | Time: 1757.31 ms [2021-08-26 04:57:39 main:574] : INFO : Epoch 1818 | loss: 0.00231514 | val_loss: 0.00235938 | Time: 1748.45 ms [2021-08-26 04:57:41 main:574] : INFO : Epoch 1819 | loss: 0.00231419 | val_loss: 0.002357 | Time: 1731.84 ms [2021-08-26 04:57:43 main:574] : INFO : Epoch 1820 | loss: 0.0023137 | val_loss: 0.00235654 | Time: 1728.02 ms [2021-08-26 04:57:44 main:574] : INFO : Epoch 1821 | loss: 0.00231364 | val_loss: 0.00235652 | Time: 1737.12 ms [2021-08-26 04:57:46 main:574] : INFO : Epoch 1822 | loss: 0.00231394 | val_loss: 0.00235659 | Time: 1766.14 ms [2021-08-26 04:57:48 main:574] : INFO : Epoch 1823 | loss: 0.00231655 | val_loss: 0.00235935 | Time: 1739.18 ms [2021-08-26 04:57:50 main:574] : INFO : Epoch 1824 | loss: 0.00231819 | val_loss: 0.00236363 | Time: 1743.98 ms [2021-08-26 04:57:51 main:574] : INFO : Epoch 1825 | loss: 0.00232076 | val_loss: 0.00236969 | Time: 1734.76 ms [2021-08-26 04:57:53 main:574] : INFO : Epoch 1826 | loss: 0.0023203 | val_loss: 0.00235606 | Time: 1764.41 ms [2021-08-26 04:57:55 main:574] : INFO : Epoch 1827 | loss: 0.00231401 | val_loss: 0.00235581 | Time: 1766.55 ms [2021-08-26 04:57:57 main:574] : INFO : Epoch 1828 | loss: 0.00231272 | val_loss: 0.0023558 | Time: 1763.36 ms [2021-08-26 04:57:59 main:574] : INFO : Epoch 1829 | loss: 0.00231336 | val_loss: 0.00235583 | Time: 1779.67 ms [2021-08-26 04:58:00 main:574] : INFO : Epoch 1830 | loss: 0.00231566 | val_loss: 0.00235872 | Time: 1777.71 ms [2021-08-26 04:58:02 main:574] : INFO : Epoch 1831 | loss: 0.00231542 | val_loss: 0.00235561 | Time: 1758.41 ms [2021-08-26 04:58:04 main:574] : INFO : Epoch 1832 | loss: 0.00231325 | val_loss: 0.00235547 | Time: 1722.76 ms [2021-08-26 04:58:06 main:574] : INFO : Epoch 1833 | loss: 0.00231329 | val_loss: 0.00235653 | Time: 1766.76 ms [2021-08-26 04:58:07 main:574] : INFO : Epoch 1834 | loss: 0.0023131 | val_loss: 0.0023557 | Time: 1754.7 ms [2021-08-26 04:58:09 main:574] : INFO : Epoch 1835 | loss: 0.00231449 | val_loss: 0.00235748 | Time: 1733.07 ms [2021-08-26 04:58:11 main:574] : INFO : Epoch 1836 | loss: 0.00231436 | val_loss: 0.00235504 | Time: 1710.38 ms [2021-08-26 04:58:13 main:574] : INFO : Epoch 1837 | loss: 0.00231293 | val_loss: 0.00235496 | Time: 1774.57 ms [2021-08-26 04:58:14 main:574] : INFO : Epoch 1838 | loss: 0.00231393 | val_loss: 0.00235606 | Time: 1783.66 ms [2021-08-26 04:58:16 main:574] : INFO : Epoch 1839 | loss: 0.00231394 | val_loss: 0.00235502 | Time: 1770.55 ms [2021-08-26 04:58:18 main:574] : INFO : Epoch 1840 | loss: 0.00231276 | val_loss: 0.00235921 | Time: 1814.74 ms [2021-08-26 04:58:20 main:574] : INFO : Epoch 1841 | loss: 0.0023127 | val_loss: 0.00235561 | Time: 1731.74 ms [2021-08-26 04:58:21 main:574] : INFO : Epoch 1842 | loss: 0.00231595 | val_loss: 0.00235776 | Time: 1770.16 ms [2021-08-26 04:58:23 main:574] : INFO : Epoch 1843 | loss: 0.00231777 | val_loss: 0.00235759 | Time: 1770.2 ms [2021-08-26 04:58:25 main:574] : INFO : Epoch 1844 | loss: 0.00231301 | val_loss: 0.00236244 | Time: 1727.89 ms [2021-08-26 04:58:27 main:574] : INFO : Epoch 1845 | loss: 0.00231369 | val_loss: 0.00235413 | Time: 1826.95 ms [2021-08-26 04:58:29 main:574] : INFO : Epoch 1846 | loss: 0.00231286 | val_loss: 0.00235552 | Time: 1777.55 ms [2021-08-26 04:58:30 main:574] : INFO : Epoch 1847 | loss: 0.00231164 | val_loss: 0.00235568 | Time: 1758.78 ms [2021-08-26 04:58:32 main:574] : INFO : Epoch 1848 | loss: 0.00231227 | val_loss: 0.00235404 | Time: 1708.22 ms [2021-08-26 04:58:34 main:574] : INFO : Epoch 1849 | loss: 0.00231253 | val_loss: 0.00235407 | Time: 1759.49 ms [2021-08-26 04:58:36 main:574] : INFO : Epoch 1850 | loss: 0.0023123 | val_loss: 0.00235693 | Time: 1715.53 ms [2021-08-26 04:58:37 main:574] : INFO : Epoch 1851 | loss: 0.00231555 | val_loss: 0.00236063 | Time: 1787.74 ms [2021-08-26 04:58:39 main:574] : INFO : Epoch 1852 | loss: 0.00231473 | val_loss: 0.00235411 | Time: 1757.37 ms [2021-08-26 04:58:41 main:574] : INFO : Epoch 1853 | loss: 0.0023116 | val_loss: 0.00235388 | Time: 1736.89 ms [2021-08-26 04:58:43 main:574] : INFO : Epoch 1854 | loss: 0.00231274 | val_loss: 0.00235527 | Time: 1743.99 ms [2021-08-26 04:58:44 main:574] : INFO : Epoch 1855 | loss: 0.00231389 | val_loss: 0.00235365 | Time: 1754.99 ms [2021-08-26 04:58:46 main:574] : INFO : Epoch 1856 | loss: 0.00231466 | val_loss: 0.00235456 | Time: 1725.34 ms [2021-08-26 04:58:48 main:574] : INFO : Epoch 1857 | loss: 0.00231621 | val_loss: 0.00235969 | Time: 1730.7 ms [2021-08-26 04:58:50 main:574] : INFO : Epoch 1858 | loss: 0.00231381 | val_loss: 0.0023554 | Time: 1761.35 ms [2021-08-26 04:58:51 main:574] : INFO : Epoch 1859 | loss: 0.00231276 | val_loss: 0.0023549 | Time: 1767.16 ms [2021-08-26 04:58:53 main:574] : INFO : Epoch 1860 | loss: 0.0023107 | val_loss: 0.00235293 | Time: 1756.19 ms [2021-08-26 04:58:55 main:574] : INFO : Epoch 1861 | loss: 0.0023109 | val_loss: 0.00235538 | Time: 1764.18 ms [2021-08-26 04:58:57 main:574] : INFO : Epoch 1862 | loss: 0.00231071 | val_loss: 0.00235197 | Time: 1735.07 ms [2021-08-26 04:58:58 main:574] : INFO : Epoch 1863 | loss: 0.00231191 | val_loss: 0.00237754 | Time: 1765.72 ms [2021-08-26 04:59:00 main:574] : INFO : Epoch 1864 | loss: 0.00231618 | val_loss: 0.00235184 | Time: 1795.88 ms [2021-08-26 04:59:02 main:574] : INFO : Epoch 1865 | loss: 0.00230911 | val_loss: 0.00235082 | Time: 1775.01 ms [2021-08-26 04:59:04 main:574] : INFO : Epoch 1866 | loss: 0.00230856 | val_loss: 0.00235126 | Time: 1760.65 ms [2021-08-26 04:59:06 main:574] : INFO : Epoch 1867 | loss: 0.00230778 | val_loss: 0.00246642 | Time: 1776.68 ms [2021-08-26 04:59:07 main:574] : INFO : Epoch 1868 | loss: 0.00237895 | val_loss: 0.00224042 | Time: 1751.15 ms [2021-08-26 04:59:09 main:574] : INFO : Epoch 1869 | loss: 0.00214212 | val_loss: 0.00205052 | Time: 1734.89 ms [2021-08-26 04:59:11 main:574] : INFO : Epoch 1870 | loss: 0.00194909 | val_loss: 0.00190542 | Time: 1775.66 ms [2021-08-26 04:59:13 main:574] : INFO : Epoch 1871 | loss: 0.00219701 | val_loss: 0.00212334 | Time: 1746.4 ms [2021-08-26 04:59:14 main:574] : INFO : Epoch 1872 | loss: 0.00184819 | val_loss: 0.00182801 | Time: 1749.32 ms [2021-08-26 04:59:16 main:574] : INFO : Epoch 1873 | loss: 0.00172023 | val_loss: 0.00174774 | Time: 1798.6 ms [2021-08-26 04:59:18 main:574] : INFO : Epoch 1874 | loss: 0.00164772 | val_loss: 0.00164441 | Time: 1757.77 ms [2021-08-26 04:59:20 main:574] : INFO : Epoch 1875 | loss: 0.00150814 | val_loss: 0.00136807 | Time: 1739.29 ms [2021-08-26 04:59:21 main:574] : INFO : Epoch 1876 | loss: 0.000680018 | val_loss: 0.00043569 | Time: 1729.03 ms [2021-08-26 04:59:23 main:574] : INFO : Epoch 1877 | loss: 0.00136001 | val_loss: 0.000833006 | Time: 1874.5 ms [2021-08-26 04:59:25 main:574] : INFO : Epoch 1878 | loss: 0.000506433 | val_loss: 0.000362356 | Time: 1813.14 ms [2021-08-26 04:59:27 main:574] : INFO : Epoch 1879 | loss: 0.000273706 | val_loss: 0.000234712 | Time: 1811.36 ms [2021-08-26 04:59:29 main:574] : INFO : Epoch 1880 | loss: 0.000182519 | val_loss: 0.000159621 | Time: 1814.09 ms [2021-08-26 04:59:30 main:574] : INFO : Epoch 1881 | loss: 0.000129735 | val_loss: 0.000123036 | Time: 1784.17 ms [2021-08-26 04:59:32 main:574] : INFO : Epoch 1882 | loss: 0.000100136 | val_loss: 9.33925e-05 | Time: 1722.73 ms [2021-08-26 04:59:34 main:574] : INFO : Epoch 1883 | loss: 7.75921e-05 | val_loss: 7.33388e-05 | Time: 1798.37 ms [2021-08-26 04:59:36 main:574] : INFO : Epoch 1884 | loss: 6.33066e-05 | val_loss: 6.17059e-05 | Time: 1735.92 ms [2021-08-26 04:59:37 main:574] : INFO : Epoch 1885 | loss: 5.49841e-05 | val_loss: 5.52349e-05 | Time: 1733.98 ms [2021-08-26 04:59:39 main:574] : INFO : Epoch 1886 | loss: 4.92267e-05 | val_loss: 5.01905e-05 | Time: 1751.35 ms [2021-08-26 04:59:41 main:574] : INFO : Epoch 1887 | loss: 4.50944e-05 | val_loss: 4.6489e-05 | Time: 1750.48 ms [2021-08-26 04:59:43 main:574] : INFO : Epoch 1888 | loss: 4.15153e-05 | val_loss: 4.27545e-05 | Time: 1815.56 ms [2021-08-26 04:59:45 main:574] : INFO : Epoch 1889 | loss: 3.85165e-05 | val_loss: 3.99267e-05 | Time: 1792.22 ms [2021-08-26 04:59:46 main:574] : INFO : Epoch 1890 | loss: 3.61326e-05 | val_loss: 3.75485e-05 | Time: 1766.34 ms [2021-08-26 04:59:48 main:574] : INFO : Epoch 1891 | loss: 3.41414e-05 | val_loss: 3.58059e-05 | Time: 1768.79 ms [2021-08-26 04:59:50 main:574] : INFO : Epoch 1892 | loss: 3.19988e-05 | val_loss: 3.34221e-05 | Time: 1761.94 ms [2021-08-26 04:59:52 main:574] : INFO : Epoch 1893 | loss: 2.98926e-05 | val_loss: 3.18642e-05 | Time: 1753.92 ms [2021-08-26 04:59:53 main:574] : INFO : Epoch 1894 | loss: 2.81839e-05 | val_loss: 2.91205e-05 | Time: 1722.91 ms [2021-08-26 04:59:55 main:574] : INFO : Epoch 1895 | loss: 2.64751e-05 | val_loss: 2.76721e-05 | Time: 1753.76 ms [2021-08-26 04:59:57 main:574] : INFO : Epoch 1896 | loss: 2.46517e-05 | val_loss: 2.5972e-05 | Time: 1806.55 ms [2021-08-26 04:59:59 main:574] : INFO : Epoch 1897 | loss: 2.30878e-05 | val_loss: 2.44198e-05 | Time: 1738.6 ms [2021-08-26 05:00:00 main:574] : INFO : Epoch 1898 | loss: 2.17933e-05 | val_loss: 2.31638e-05 | Time: 1778.64 ms [2021-08-26 05:00:02 main:574] : INFO : Epoch 1899 | loss: 2.0549e-05 | val_loss: 2.19531e-05 | Time: 1752.74 ms [2021-08-26 05:00:04 main:574] : INFO : Epoch 1900 | loss: 1.91677e-05 | val_loss: 2.08369e-05 | Time: 1764.03 ms [2021-08-26 05:00:06 main:574] : INFO : Epoch 1901 | loss: 1.81856e-05 | val_loss: 2.00415e-05 | Time: 1777.21 ms [2021-08-26 05:00:08 main:574] : INFO : Epoch 1902 | loss: 1.72585e-05 | val_loss: 1.89832e-05 | Time: 1763.9 ms [2021-08-26 05:00:09 main:574] : INFO : Epoch 1903 | loss: 1.59603e-05 | val_loss: 1.72014e-05 | Time: 1768.95 ms [2021-08-26 05:00:11 main:574] : INFO : Epoch 1904 | loss: 1.51801e-05 | val_loss: 1.68421e-05 | Time: 1811.22 ms [2021-08-26 05:00:13 main:574] : INFO : Epoch 1905 | loss: 1.44541e-05 | val_loss: 1.59705e-05 | Time: 1767.12 ms [2021-08-26 05:00:15 main:574] : INFO : Epoch 1906 | loss: 1.36728e-05 | val_loss: 1.52746e-05 | Time: 1832.43 ms [2021-08-26 05:00:16 main:574] : INFO : Epoch 1907 | loss: 1.30057e-05 | val_loss: 1.46139e-05 | Time: 1744.62 ms [2021-08-26 05:00:18 main:574] : INFO : Epoch 1908 | loss: 1.24203e-05 | val_loss: 1.40983e-05 | Time: 1734.32 ms [2021-08-26 05:00:20 main:574] : INFO : Epoch 1909 | loss: 1.17344e-05 | val_loss: 1.33741e-05 | Time: 1786.77 ms [2021-08-26 05:00:22 main:574] : INFO : Epoch 1910 | loss: 1.11263e-05 | val_loss: 1.27241e-05 | Time: 1812.87 ms [2021-08-26 05:00:24 main:574] : INFO : Epoch 1911 | loss: 1.06145e-05 | val_loss: 1.22375e-05 | Time: 1748.71 ms [2021-08-26 05:00:25 main:574] : INFO : Epoch 1912 | loss: 1.01043e-05 | val_loss: 1.19026e-05 | Time: 1764.37 ms [2021-08-26 05:00:27 main:574] : INFO : Epoch 1913 | loss: 9.78923e-06 | val_loss: 1.14268e-05 | Time: 1769.51 ms [2021-08-26 05:00:29 main:574] : INFO : Epoch 1914 | loss: 9.35083e-06 | val_loss: 1.09889e-05 | Time: 1722.64 ms [2021-08-26 05:00:31 main:574] : INFO : Epoch 1915 | loss: 8.97593e-06 | val_loss: 1.0588e-05 | Time: 1741.07 ms [2021-08-26 05:00:32 main:574] : INFO : Epoch 1916 | loss: 8.73301e-06 | val_loss: 1.04186e-05 | Time: 1771.75 ms [2021-08-26 05:00:34 main:574] : INFO : Epoch 1917 | loss: 8.42003e-06 | val_loss: 1.01523e-05 | Time: 1746.33 ms [2021-08-26 05:00:36 main:574] : INFO : Epoch 1918 | loss: 8.17507e-06 | val_loss: 1.00667e-05 | Time: 1752.65 ms [2021-08-26 05:00:38 main:574] : INFO : Epoch 1919 | loss: 7.92996e-06 | val_loss: 9.72807e-06 | Time: 1737.64 ms [2021-08-26 05:00:39 main:574] : INFO : Epoch 1920 | loss: 7.63389e-06 | val_loss: 9.71819e-06 | Time: 1744.06 ms [2021-08-26 05:00:41 main:574] : INFO : Epoch 1921 | loss: 7.56617e-06 | val_loss: 9.11899e-06 | Time: 1732.51 ms [2021-08-26 05:00:43 main:574] : INFO : Epoch 1922 | loss: 7.17438e-06 | val_loss: 9.06279e-06 | Time: 1784.03 ms [2021-08-26 05:00:45 main:574] : INFO : Epoch 1923 | loss: 6.95937e-06 | val_loss: 8.93142e-06 | Time: 1854.04 ms [2021-08-26 05:00:47 main:574] : INFO : Epoch 1924 | loss: 6.78286e-06 | val_loss: 8.64676e-06 | Time: 1720.06 ms [2021-08-26 05:00:48 main:574] : INFO : Epoch 1925 | loss: 6.5843e-06 | val_loss: 8.44194e-06 | Time: 1787.47 ms [2021-08-26 05:00:50 main:574] : INFO : Epoch 1926 | loss: 6.41911e-06 | val_loss: 8.35472e-06 | Time: 1774.38 ms [2021-08-26 05:00:52 main:574] : INFO : Epoch 1927 | loss: 6.28144e-06 | val_loss: 8.06636e-06 | Time: 1731.19 ms [2021-08-26 05:00:54 main:574] : INFO : Epoch 1928 | loss: 6.16897e-06 | val_loss: 8.01521e-06 | Time: 1810.3 ms [2021-08-26 05:00:55 main:574] : INFO : Epoch 1929 | loss: 6.03756e-06 | val_loss: 7.85346e-06 | Time: 1711.37 ms [2021-08-26 05:00:57 main:574] : INFO : Epoch 1930 | loss: 6.0297e-06 | val_loss: 7.6415e-06 | Time: 1791.9 ms [2021-08-26 05:00:59 main:574] : INFO : Epoch 1931 | loss: 5.7177e-06 | val_loss: 7.59428e-06 | Time: 1744.14 ms [2021-08-26 05:01:01 main:574] : INFO : Epoch 1932 | loss: 5.54493e-06 | val_loss: 7.34551e-06 | Time: 1874.78 ms [2021-08-26 05:01:02 main:574] : INFO : Epoch 1933 | loss: 5.502e-06 | val_loss: 7.10555e-06 | Time: 1730.38 ms [2021-08-26 05:01:04 main:574] : INFO : Epoch 1934 | loss: 5.79409e-06 | val_loss: 7.18099e-06 | Time: 1740.94 ms [2021-08-26 05:01:06 main:574] : INFO : Epoch 1935 | loss: 5.42442e-06 | val_loss: 6.88023e-06 | Time: 1693.96 ms [2021-08-26 05:01:08 main:574] : INFO : Epoch 1936 | loss: 5.5647e-06 | val_loss: 7.06342e-06 | Time: 1924.88 ms [2021-08-26 05:01:10 main:574] : INFO : Epoch 1937 | loss: 5.69178e-06 | val_loss: 8.35394e-06 | Time: 1695.68 ms [2021-08-26 05:01:11 main:574] : INFO : Epoch 1938 | loss: 2.28492e-05 | val_loss: 2.34973e-05 | Time: 1789.72 ms [2021-08-26 05:01:13 main:574] : INFO : Epoch 1939 | loss: 1.15923e-05 | val_loss: 8.88938e-06 | Time: 1701.7 ms [2021-08-26 05:01:15 main:574] : INFO : Epoch 1940 | loss: 6.0073e-06 | val_loss: 6.52377e-06 | Time: 1713.17 ms [2021-08-26 05:01:16 main:574] : INFO : Epoch 1941 | loss: 5.04241e-06 | val_loss: 6.30547e-06 | Time: 1711.16 ms [2021-08-26 05:01:18 main:574] : INFO : Epoch 1942 | loss: 4.68641e-06 | val_loss: 6.25692e-06 | Time: 1740.37 ms [2021-08-26 05:01:20 main:574] : INFO : Epoch 1943 | loss: 4.5523e-06 | val_loss: 6.08968e-06 | Time: 1717.39 ms [2021-08-26 05:01:22 main:574] : INFO : Epoch 1944 | loss: 4.44382e-06 | val_loss: 6.02607e-06 | Time: 1734.17 ms [2021-08-26 05:01:23 main:574] : INFO : Epoch 1945 | loss: 4.81139e-06 | val_loss: 8.3373e-06 | Time: 1722.11 ms [2021-08-26 05:01:25 main:574] : INFO : Epoch 1946 | loss: 2.12912e-05 | val_loss: 1.76129e-05 | Time: 1762.53 ms [2021-08-26 05:01:27 main:574] : INFO : Epoch 1947 | loss: 9.29058e-06 | val_loss: 1.03744e-05 | Time: 1698.82 ms [2021-08-26 05:01:29 main:574] : INFO : Epoch 1948 | loss: 5.82841e-06 | val_loss: 6.44868e-06 | Time: 1722.77 ms [2021-08-26 05:01:30 main:574] : INFO : Epoch 1949 | loss: 4.75798e-06 | val_loss: 5.9813e-06 | Time: 1741.68 ms [2021-08-26 05:01:32 main:574] : INFO : Epoch 1950 | loss: 4.15409e-06 | val_loss: 5.59229e-06 | Time: 1800.03 ms [2021-08-26 05:01:34 main:574] : INFO : Epoch 1951 | loss: 4.16877e-06 | val_loss: 5.88161e-06 | Time: 1717.79 ms [2021-08-26 05:01:36 main:574] : INFO : Epoch 1952 | loss: 5.27274e-06 | val_loss: 1.13097e-05 | Time: 1732.12 ms [2021-08-26 05:01:37 main:574] : INFO : Epoch 1953 | loss: 2.47594e-05 | val_loss: 8.44717e-06 | Time: 1735.68 ms [2021-08-26 05:01:39 main:574] : INFO : Epoch 1954 | loss: 9.32448e-06 | val_loss: 5.69864e-06 | Time: 1746.91 ms [2021-08-26 05:01:41 main:574] : INFO : Epoch 1955 | loss: 4.46754e-06 | val_loss: 5.97427e-06 | Time: 1753.1 ms [2021-08-26 05:01:43 main:574] : INFO : Epoch 1956 | loss: 4.02156e-06 | val_loss: 5.36031e-06 | Time: 1794.33 ms [2021-08-26 05:01:44 main:574] : INFO : Epoch 1957 | loss: 3.68247e-06 | val_loss: 5.16154e-06 | Time: 1716.9 ms [2021-08-26 05:01:46 main:574] : INFO : Epoch 1958 | loss: 3.64815e-06 | val_loss: 5.43884e-06 | Time: 1712.58 ms [2021-08-26 05:01:48 main:574] : INFO : Epoch 1959 | loss: 6.442e-06 | val_loss: 2.29464e-05 | Time: 1742.47 ms [2021-08-26 05:01:50 main:574] : INFO : Epoch 1960 | loss: 3.17627e-05 | val_loss: 2.21617e-05 | Time: 1715.88 ms [2021-08-26 05:01:51 main:574] : INFO : Epoch 1961 | loss: 8.9876e-06 | val_loss: 6.9992e-06 | Time: 1733.65 ms [2021-08-26 05:01:53 main:574] : INFO : Epoch 1962 | loss: 4.36278e-06 | val_loss: 5.06185e-06 | Time: 1759.82 ms [2021-08-26 05:01:55 main:574] : INFO : Epoch 1963 | loss: 3.6407e-06 | val_loss: 4.88911e-06 | Time: 1714.97 ms [2021-08-26 05:01:56 main:574] : INFO : Epoch 1964 | loss: 3.34884e-06 | val_loss: 4.83272e-06 | Time: 1733.67 ms [2021-08-26 05:01:58 main:574] : INFO : Epoch 1965 | loss: 3.26981e-06 | val_loss: 4.73296e-06 | Time: 1724.93 ms [2021-08-26 05:02:00 main:574] : INFO : Epoch 1966 | loss: 3.70923e-06 | val_loss: 5.19072e-06 | Time: 1721.71 ms [2021-08-26 05:02:02 main:574] : INFO : Epoch 1967 | loss: 1.00203e-05 | val_loss: 4.12661e-05 | Time: 1760.77 ms [2021-08-26 05:02:03 main:574] : INFO : Epoch 1968 | loss: 2.68039e-05 | val_loss: 6.25082e-06 | Time: 1732.11 ms [2021-08-26 05:02:05 main:574] : INFO : Epoch 1969 | loss: 6.41413e-06 | val_loss: 5.80588e-06 | Time: 1714.65 ms [2021-08-26 05:02:07 main:574] : INFO : Epoch 1970 | loss: 3.70459e-06 | val_loss: 4.91453e-06 | Time: 1741.53 ms [2021-08-26 05:02:09 main:574] : INFO : Epoch 1971 | loss: 3.2147e-06 | val_loss: 4.46401e-06 | Time: 1969.45 ms [2021-08-26 05:02:11 main:574] : INFO : Epoch 1972 | loss: 3.03151e-06 | val_loss: 4.39949e-06 | Time: 1727.53 ms [2021-08-26 05:02:12 main:574] : INFO : Epoch 1973 | loss: 3.60729e-06 | val_loss: 7.06574e-06 | Time: 1718.85 ms [2021-08-26 05:02:14 main:574] : INFO : Epoch 1974 | loss: 1.7265e-05 | val_loss: 2.30678e-05 | Time: 1751.53 ms [2021-08-26 05:02:16 main:574] : INFO : Epoch 1975 | loss: 9.55723e-06 | val_loss: 4.95115e-06 | Time: 1761.68 ms [2021-08-26 05:02:18 main:574] : INFO : Epoch 1976 | loss: 4.14214e-06 | val_loss: 4.84521e-06 | Time: 1730.92 ms [2021-08-26 05:02:19 main:574] : INFO : Epoch 1977 | loss: 4.02844e-06 | val_loss: 4.21775e-06 | Time: 1724.19 ms [2021-08-26 05:02:21 main:574] : INFO : Epoch 1978 | loss: 3.0005e-06 | val_loss: 5.25019e-06 | Time: 1755.95 ms [2021-08-26 05:02:23 main:574] : INFO : Epoch 1979 | loss: 1.93268e-05 | val_loss: 4.40503e-05 | Time: 1759.81 ms [2021-08-26 05:02:25 main:574] : INFO : Epoch 1980 | loss: 1.54449e-05 | val_loss: 7.29058e-06 | Time: 1720.99 ms [2021-08-26 05:02:26 main:574] : INFO : Epoch 1981 | loss: 6.13946e-06 | val_loss: 4.65242e-06 | Time: 1793.46 ms [2021-08-26 05:02:28 main:574] : INFO : Epoch 1982 | loss: 3.29445e-06 | val_loss: 4.47673e-06 | Time: 1699.35 ms [2021-08-26 05:02:30 main:574] : INFO : Epoch 1983 | loss: 2.95442e-06 | val_loss: 4.18653e-06 | Time: 1708.94 ms [2021-08-26 05:02:31 main:574] : INFO : Epoch 1984 | loss: 2.92272e-06 | val_loss: 4.51912e-06 | Time: 1691.08 ms [2021-08-26 05:02:33 main:574] : INFO : Epoch 1985 | loss: 7.25286e-06 | val_loss: 2.49055e-05 | Time: 1757.54 ms [2021-08-26 05:02:35 main:574] : INFO : Epoch 1986 | loss: 2.28922e-05 | val_loss: 2.07066e-05 | Time: 1759.19 ms [2021-08-26 05:02:37 main:574] : INFO : Epoch 1987 | loss: 7.80422e-06 | val_loss: 5.28186e-06 | Time: 1689.66 ms [2021-08-26 05:02:38 main:574] : INFO : Epoch 1988 | loss: 3.57225e-06 | val_loss: 3.95191e-06 | Time: 1688.89 ms [2021-08-26 05:02:40 main:574] : INFO : Epoch 1989 | loss: 2.7963e-06 | val_loss: 3.83274e-06 | Time: 1743.38 ms [2021-08-26 05:02:42 main:574] : INFO : Epoch 1990 | loss: 2.50387e-06 | val_loss: 3.63439e-06 | Time: 1805.16 ms [2021-08-26 05:02:44 main:574] : INFO : Epoch 1991 | loss: 2.71906e-06 | val_loss: 5.05439e-06 | Time: 1736.65 ms [2021-08-26 05:02:45 main:574] : INFO : Epoch 1992 | loss: 3.20274e-05 | val_loss: 3.85046e-05 | Time: 1733.32 ms [2021-08-26 05:02:47 main:574] : INFO : Epoch 1993 | loss: 1.78954e-05 | val_loss: 3.94407e-06 | Time: 1750.38 ms [2021-08-26 05:02:49 main:574] : INFO : Epoch 1994 | loss: 5.25576e-06 | val_loss: 4.66149e-06 | Time: 1814.64 ms [2021-08-26 05:02:51 main:574] : INFO : Epoch 1995 | loss: 3.0982e-06 | val_loss: 3.66898e-06 | Time: 1753.25 ms [2021-08-26 05:02:52 main:574] : INFO : Epoch 1996 | loss: 2.58022e-06 | val_loss: 3.50768e-06 | Time: 1709.96 ms [2021-08-26 05:02:54 main:574] : INFO : Epoch 1997 | loss: 2.66497e-06 | val_loss: 4.22509e-06 | Time: 1958.15 ms [2021-08-26 05:02:56 main:574] : INFO : Epoch 1998 | loss: 2.86048e-06 | val_loss: 3.25598e-06 | Time: 1753.73 ms [2021-08-26 05:02:58 main:574] : INFO : Epoch 1999 | loss: 3.12994e-06 | val_loss: 7.28413e-06 | Time: 1723.64 ms [2021-08-26 05:03:00 main:574] : INFO : Epoch 2000 | loss: 1.03083e-05 | val_loss: 1.45566e-05 | Time: 1787.77 ms [2021-08-26 05:03:01 main:574] : INFO : Epoch 2001 | loss: 5.92272e-06 | val_loss: 3.64027e-06 | Time: 1748.57 ms [2021-08-26 05:03:03 main:574] : INFO : Epoch 2002 | loss: 6.68e-06 | val_loss: 8.18291e-06 | Time: 1713.91 ms [2021-08-26 05:03:05 main:574] : INFO : Epoch 2003 | loss: 3.61877e-06 | val_loss: 3.44453e-06 | Time: 1785.62 ms [2021-08-26 05:03:07 main:574] : INFO : Epoch 2004 | loss: 1.06394e-05 | val_loss: 4.54171e-05 | Time: 1730.23 ms [2021-08-26 05:03:08 main:574] : INFO : Epoch 2005 | loss: 2.29503e-05 | val_loss: 5.16915e-06 | Time: 1774.63 ms [2021-08-26 05:03:10 main:574] : INFO : Epoch 2006 | loss: 4.99488e-06 | val_loss: 4.60729e-06 | Time: 1747.45 ms [2021-08-26 05:03:12 main:574] : INFO : Epoch 2007 | loss: 2.60247e-06 | val_loss: 2.87077e-06 | Time: 1694.6 ms [2021-08-26 05:03:14 main:574] : INFO : Epoch 2008 | loss: 2.23006e-06 | val_loss: 2.82111e-06 | Time: 1711.56 ms [2021-08-26 05:03:15 main:574] : INFO : Epoch 2009 | loss: 2.06e-06 | val_loss: 2.74586e-06 | Time: 1728.94 ms [2021-08-26 05:03:17 main:574] : INFO : Epoch 2010 | loss: 2.15902e-06 | val_loss: 3.68881e-06 | Time: 1749.31 ms [2021-08-26 05:03:19 main:574] : INFO : Epoch 2011 | loss: 3.30698e-05 | val_loss: 5.52337e-05 | Time: 1711.35 ms [2021-08-26 05:03:21 main:574] : INFO : Epoch 2012 | loss: 2.40466e-05 | val_loss: 4.30051e-06 | Time: 1824.82 ms [2021-08-26 05:03:22 main:574] : INFO : Epoch 2013 | loss: 6.01813e-06 | val_loss: 4.91394e-06 | Time: 1787.22 ms [2021-08-26 05:03:24 main:574] : INFO : Epoch 2014 | loss: 2.81418e-06 | val_loss: 2.71481e-06 | Time: 1701.17 ms [2021-08-26 05:03:26 main:574] : INFO : Epoch 2015 | loss: 2.19017e-06 | val_loss: 2.65673e-06 | Time: 1764.8 ms [2021-08-26 05:03:28 main:574] : INFO : Epoch 2016 | loss: 2.03031e-06 | val_loss: 2.62772e-06 | Time: 1731.95 ms [2021-08-26 05:03:29 main:574] : INFO : Epoch 2017 | loss: 1.9662e-06 | val_loss: 2.69051e-06 | Time: 1690.17 ms [2021-08-26 05:03:31 main:574] : INFO : Epoch 2018 | loss: 2.18227e-06 | val_loss: 3.51373e-06 | Time: 1760.19 ms [2021-08-26 05:03:33 main:574] : INFO : Epoch 2019 | loss: 2.34716e-06 | val_loss: 2.67638e-06 | Time: 1709.89 ms [2021-08-26 05:03:35 main:574] : INFO : Epoch 2020 | loss: 2.05588e-06 | val_loss: 3.28739e-06 | Time: 1757.51 ms [2021-08-26 05:03:36 main:574] : INFO : Epoch 2021 | loss: 2.43705e-05 | val_loss: 3.09959e-05 | Time: 1751.85 ms [2021-08-26 05:03:38 main:574] : INFO : Epoch 2022 | loss: 1.51339e-05 | val_loss: 1.31432e-05 | Time: 1842.06 ms [2021-08-26 05:03:40 main:574] : INFO : Epoch 2023 | loss: 4.81942e-06 | val_loss: 4.69277e-06 | Time: 1740.84 ms [2021-08-26 05:03:42 main:574] : INFO : Epoch 2024 | loss: 2.56028e-06 | val_loss: 2.50771e-06 | Time: 1760.43 ms [2021-08-26 05:03:43 main:574] : INFO : Epoch 2025 | loss: 1.95983e-06 | val_loss: 2.43495e-06 | Time: 1744.44 ms [2021-08-26 05:03:45 main:574] : INFO : Epoch 2026 | loss: 1.84091e-06 | val_loss: 2.38604e-06 | Time: 1769.41 ms [2021-08-26 05:03:47 main:574] : INFO : Epoch 2027 | loss: 1.93985e-06 | val_loss: 3.31813e-06 | Time: 1723.86 ms [2021-08-26 05:03:49 main:574] : INFO : Epoch 2028 | loss: 1.4264e-05 | val_loss: 3.57207e-05 | Time: 1745.79 ms [2021-08-26 05:03:50 main:574] : INFO : Epoch 2029 | loss: 1.34549e-05 | val_loss: 3.40748e-06 | Time: 1762.93 ms [2021-08-26 05:03:52 main:574] : INFO : Epoch 2030 | loss: 4.20594e-06 | val_loss: 4.71664e-06 | Time: 1754.22 ms [2021-08-26 05:03:54 main:574] : INFO : Epoch 2031 | loss: 2.96298e-06 | val_loss: 3.18426e-06 | Time: 1743.39 ms [2021-08-26 05:03:56 main:574] : INFO : Epoch 2032 | loss: 2.10192e-06 | val_loss: 2.27625e-06 | Time: 1703.67 ms [2021-08-26 05:03:57 main:574] : INFO : Epoch 2033 | loss: 2.27902e-06 | val_loss: 5.33056e-06 | Time: 1685.76 ms [2021-08-26 05:03:59 main:574] : INFO : Epoch 2034 | loss: 1.93782e-05 | val_loss: 3.31147e-06 | Time: 1768.53 ms [2021-08-26 05:04:01 main:574] : INFO : Epoch 2035 | loss: 9.47004e-06 | val_loss: 7.96672e-06 | Time: 1738.27 ms [2021-08-26 05:04:03 main:574] : INFO : Epoch 2036 | loss: 4.8035e-06 | val_loss: 4.62621e-06 | Time: 1721.23 ms [2021-08-26 05:04:04 main:574] : INFO : Epoch 2037 | loss: 2.56587e-06 | val_loss: 3.31373e-06 | Time: 1757.66 ms [2021-08-26 05:04:06 main:574] : INFO : Epoch 2038 | loss: 2.22278e-06 | val_loss: 2.38689e-06 | Time: 1902.46 ms [2021-08-26 05:04:08 main:574] : INFO : Epoch 2039 | loss: 2.40358e-06 | val_loss: 6.75612e-06 | Time: 1731.52 ms [2021-08-26 05:04:10 main:574] : INFO : Epoch 2040 | loss: 2.25103e-05 | val_loss: 3.02354e-06 | Time: 1712.75 ms [2021-08-26 05:04:11 main:574] : INFO : Epoch 2041 | loss: 1.02368e-05 | val_loss: 7.15459e-06 | Time: 1709.49 ms [2021-08-26 05:04:13 main:574] : INFO : Epoch 2042 | loss: 3.30282e-06 | val_loss: 2.89048e-06 | Time: 1739.54 ms [2021-08-26 05:04:15 main:574] : INFO : Epoch 2043 | loss: 2.46488e-06 | val_loss: 3.07742e-06 | Time: 1775.12 ms [2021-08-26 05:04:17 main:574] : INFO : Epoch 2044 | loss: 2.07391e-06 | val_loss: 2.18652e-06 | Time: 1717.27 ms [2021-08-26 05:04:19 main:574] : INFO : Epoch 2045 | loss: 2.01039e-06 | val_loss: 4.97124e-06 | Time: 1892.12 ms [2021-08-26 05:04:20 main:574] : INFO : Epoch 2046 | loss: 1.85783e-05 | val_loss: 3.07578e-06 | Time: 1723.18 ms [2021-08-26 05:04:22 main:574] : INFO : Epoch 2047 | loss: 9.12657e-06 | val_loss: 6.6366e-06 | Time: 1776.26 ms [2021-08-26 05:04:24 main:574] : INFO : Epoch 2048 | loss: 4.82405e-06 | val_loss: 4.01454e-06 | Time: 1720.2 ms [2021-08-26 05:04:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.01454e-06 [2021-08-26 05:04:24 main:603] : INFO : Saving end state to config to file [2021-08-26 05:04:24 main:608] : INFO : Success, exiting.. 05:04:24 (16164): 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)