Task 7158083
| Name | ParityModified-1630350545-22448-2_0 |
| Workunit | 4857390 |
| Created | 6 Sep 2021, 2:10:30 UTC |
| Sent | 6 Sep 2021, 9:17:24 UTC |
| Report deadline | 13 Sep 2021, 9:17:24 UTC |
| Received | 6 Sep 2021, 11:47:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 0 min 50 sec |
| CPU time | 58 min 54 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311366 | val_loss: 0.0311697 | Time: 1800.93 ms
[2021-09-06 13:05:06 main:574] : INFO : Epoch 1543 | loss: 0.0311347 | val_loss: 0.0311741 | Time: 1774.48 ms
[2021-09-06 13:05:08 main:574] : INFO : Epoch 1544 | loss: 0.0311349 | val_loss: 0.0311713 | Time: 1813.92 ms
[2021-09-06 13:05:10 main:574] : INFO : Epoch 1545 | loss: 0.0311337 | val_loss: 0.0311693 | Time: 1819.96 ms
[2021-09-06 13:05:11 main:574] : INFO : Epoch 1546 | loss: 0.0311338 | val_loss: 0.0311752 | Time: 1792.77 ms
[2021-09-06 13:05:13 main:574] : INFO : Epoch 1547 | loss: 0.0311334 | val_loss: 0.0311759 | Time: 1791.97 ms
[2021-09-06 13:05:15 main:574] : INFO : Epoch 1548 | loss: 0.031134 | val_loss: 0.0311778 | Time: 1805.29 ms
[2021-09-06 13:05:17 main:574] : INFO : Epoch 1549 | loss: 0.0311369 | val_loss: 0.0311782 | Time: 1781.14 ms
[2021-09-06 13:05:19 main:574] : INFO : Epoch 1550 | loss: 0.031134 | val_loss: 0.0311764 | Time: 1797.34 ms
[2021-09-06 13:05:20 main:574] : INFO : Epoch 1551 | loss: 0.0311325 | val_loss: 0.0311774 | Time: 1794.5 ms
[2021-09-06 13:05:22 main:574] : INFO : Epoch 1552 | loss: 0.0311327 | val_loss: 0.0311732 | Time: 1761.35 ms
[2021-09-06 13:05:24 main:574] : INFO : Epoch 1553 | loss: 0.0311308 | val_loss: 0.0311727 | Time: 1774.8 ms
[2021-09-06 13:05:26 main:574] : INFO : Epoch 1554 | loss: 0.0311291 | val_loss: 0.0311732 | Time: 1748.76 ms
[2021-09-06 13:05:27 main:574] : INFO : Epoch 1555 | loss: 0.0311297 | val_loss: 0.031174 | Time: 1815.62 ms
[2021-09-06 13:05:29 main:574] : INFO : Epoch 1556 | loss: 0.0311299 | val_loss: 0.0311733 | Time: 1739.86 ms
[2021-09-06 13:05:31 main:574] : INFO : Epoch 1557 | loss: 0.0311295 | val_loss: 0.031171 | Time: 1742.61 ms
[2021-09-06 13:05:33 main:574] : INFO : Epoch 1558 | loss: 0.0311305 | val_loss: 0.0311835 | Time: 1776.97 ms
[2021-09-06 13:05:34 main:574] : INFO : Epoch 1559 | loss: 0.0311294 | val_loss: 0.0311761 | Time: 1750.61 ms
[2021-09-06 13:05:36 main:574] : INFO : Epoch 1560 | loss: 0.0311303 | val_loss: 0.0311766 | Time: 1796.91 ms
[2021-09-06 13:05:38 main:574] : INFO : Epoch 1561 | loss: 0.0311303 | val_loss: 0.0311737 | Time: 1744.96 ms
[2021-09-06 13:05:40 main:574] : INFO : Epoch 1562 | loss: 0.0311306 | val_loss: 0.0311792 | Time: 1791.29 ms
[2021-09-06 13:05:42 main:574] : INFO : Epoch 1563 | loss: 0.0311303 | val_loss: 0.0311759 | Time: 1790.35 ms
[2021-09-06 13:05:43 main:574] : INFO : Epoch 1564 | loss: 0.0311316 | val_loss: 0.0311749 | Time: 1741.26 ms
[2021-09-06 13:05:45 main:574] : INFO : Epoch 1565 | loss: 0.0311291 | val_loss: 0.0311737 | Time: 1759.13 ms
[2021-09-06 13:05:47 main:574] : INFO : Epoch 1566 | loss: 0.0311291 | val_loss: 0.0311721 | Time: 1753.02 ms
[2021-09-06 13:05:49 main:574] : INFO : Epoch 1567 | loss: 0.0311296 | val_loss: 0.0311683 | Time: 1809.36 ms
[2021-09-06 13:05:51 main:574] : INFO : Epoch 1568 | loss: 0.0311294 | val_loss: 0.0311776 | Time: 1807.84 ms
[2021-09-06 13:05:52 main:574] : INFO : Epoch 1569 | loss: 0.0311282 | val_loss: 0.0311715 | Time: 1772.26 ms
[2021-09-06 13:05:54 main:574] : INFO : Epoch 1570 | loss: 0.0311275 | val_loss: 0.0311722 | Time: 1764.66 ms
[2021-09-06 13:05:56 main:574] : INFO : Epoch 1571 | loss: 0.0311264 | val_loss: 0.0311766 | Time: 1762.73 ms
[2021-09-06 13:05:58 main:574] : INFO : Epoch 1572 | loss: 0.0311265 | val_loss: 0.0311816 | Time: 1763.32 ms
[2021-09-06 13:05:59 main:574] : INFO : Epoch 1573 | loss: 0.031126 | val_loss: 0.0311755 | Time: 1741.47 ms
[2021-09-06 13:06:01 main:574] : INFO : Epoch 1574 | loss: 0.0311278 | val_loss: 0.0311795 | Time: 1772.66 ms
[2021-09-06 13:06:03 main:574] : INFO : Epoch 1575 | loss: 0.0311319 | val_loss: 0.0311789 | Time: 1809.76 ms
[2021-09-06 13:06:05 main:574] : INFO : Epoch 1576 | loss: 0.0311287 | val_loss: 0.0311727 | Time: 1799.33 ms
[2021-09-06 13:06:07 main:574] : INFO : Epoch 1577 | loss: 0.0311288 | val_loss: 0.0311736 | Time: 1797.82 ms
[2021-09-06 13:06:08 main:574] : INFO : Epoch 1578 | loss: 0.03113 | val_loss: 0.03117 | Time: 1768.76 ms
[2021-09-06 13:06:10 main:574] : INFO : Epoch 1579 | loss: 0.0314354 | val_loss: 0.0334837 | Time: 1773.19 ms
[2021-09-06 13:06:12 main:574] : INFO : Epoch 1580 | loss: 0.0325306 | val_loss: 0.0315797 | Time: 1764.61 ms
[2021-09-06 13:06:14 main:574] : INFO : Epoch 1581 | loss: 0.0314327 | val_loss: 0.0312494 | Time: 1760.39 ms
[2021-09-06 13:06:15 main:574] : INFO : Epoch 1582 | loss: 0.0312229 | val_loss: 0.0311872 | Time: 1778.87 ms
[2021-09-06 13:06:17 main:574] : INFO : Epoch 1583 | loss: 0.0311785 | val_loss: 0.0311672 | Time: 1762.28 ms
[2021-09-06 13:06:19 main:574] : INFO : Epoch 1584 | loss: 0.0311579 | val_loss: 0.0311839 | Time: 1759.43 ms
[2021-09-06 13:06:21 main:574] : INFO : Epoch 1585 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 1726.02 ms
[2021-09-06 13:06:22 main:574] : INFO : Epoch 1586 | loss: 0.0311401 | val_loss: 0.0311652 | Time: 1757.23 ms
[2021-09-06 13:06:24 main:574] : INFO : Epoch 1587 | loss: 0.031136 | val_loss: 0.03117 | Time: 1789.89 ms
[2021-09-06 13:06:26 main:574] : INFO : Epoch 1588 | loss: 0.0311351 | val_loss: 0.0311687 | Time: 1736.98 ms
[2021-09-06 13:06:28 main:574] : INFO : Epoch 1589 | loss: 0.0311384 | val_loss: 0.0311745 | Time: 1766.26 ms
[2021-09-06 13:06:30 main:574] : INFO : Epoch 1590 | loss: 0.031137 | val_loss: 0.0311787 | Time: 1757.59 ms
[2021-09-06 13:06:31 main:574] : INFO : Epoch 1591 | loss: 0.0311336 | val_loss: 0.0311623 | Time: 1744.53 ms
[2021-09-06 13:06:33 main:574] : INFO : Epoch 1592 | loss: 0.0311331 | val_loss: 0.0311663 | Time: 1766.56 ms
[2021-09-06 13:06:35 main:574] : INFO : Epoch 1593 | loss: 0.0311318 | val_loss: 0.0311711 | Time: 1756.1 ms
[2021-09-06 13:06:37 main:574] : INFO : Epoch 1594 | loss: 0.0311305 | val_loss: 0.031173 | Time: 1804.46 ms
[2021-09-06 13:06:38 main:574] : INFO : Epoch 1595 | loss: 0.0311305 | val_loss: 0.031165 | Time: 1766.95 ms
[2021-09-06 13:06:40 main:574] : INFO : Epoch 1596 | loss: 0.0311295 | val_loss: 0.0311713 | Time: 1781.49 ms
[2021-09-06 13:06:42 main:574] : INFO : Epoch 1597 | loss: 0.0311273 | val_loss: 0.0311674 | Time: 1778.48 ms
[2021-09-06 13:06:44 main:574] : INFO : Epoch 1598 | loss: 0.0311262 | val_loss: 0.0311701 | Time: 1731.7 ms
[2021-09-06 13:06:45 main:574] : INFO : Epoch 1599 | loss: 0.0311307 | val_loss: 0.0311733 | Time: 1754.93 ms
[2021-09-06 13:06:47 main:574] : INFO : Epoch 1600 | loss: 0.0311276 | val_loss: 0.0311721 | Time: 1789.3 ms
[2021-09-06 13:06:49 main:574] : INFO : Epoch 1601 | loss: 0.0311283 | val_loss: 0.0311694 | Time: 1792 ms
[2021-09-06 13:06:51 main:574] : INFO : Epoch 1602 | loss: 0.0311284 | val_loss: 0.0311701 | Time: 1778.55 ms
[2021-09-06 13:06:53 main:574] : INFO : Epoch 1603 | loss: 0.0311266 | val_loss: 0.0311707 | Time: 1752.4 ms
[2021-09-06 13:06:54 main:574] : INFO : Epoch 1604 | loss: 0.0311245 | val_loss: 0.0311715 | Time: 1782.17 ms
[2021-09-06 13:06:56 main:574] : INFO : Epoch 1605 | loss: 0.0311246 | val_loss: 0.0311695 | Time: 1783.72 ms
[2021-09-06 13:06:58 main:574] : INFO : Epoch 1606 | loss: 0.0311242 | val_loss: 0.0311736 | Time: 1737.49 ms
[2021-09-06 13:07:00 main:574] : INFO : Epoch 1607 | loss: 0.0311242 | val_loss: 0.0311692 | Time: 1767.97 ms
[2021-09-06 13:07:01 main:574] : INFO : Epoch 1608 | loss: 0.0311245 | val_loss: 0.0311784 | Time: 1768.44 ms
[2021-09-06 13:07:03 main:574] : INFO : Epoch 1609 | loss: 0.0311242 | val_loss: 0.0311677 | Time: 1779.9 ms
[2021-09-06 13:07:05 main:574] : INFO : Epoch 1610 | loss: 0.0311242 | val_loss: 0.0311694 | Time: 1734.9 ms
[2021-09-06 13:07:07 main:574] : INFO : Epoch 1611 | loss: 0.0311237 | val_loss: 0.0311683 | Time: 1789.17 ms
[2021-09-06 13:07:09 main:574] : INFO : Epoch 1612 | loss: 0.0311246 | val_loss: 0.0311707 | Time: 1784.22 ms
[2021-09-06 13:07:10 main:574] : INFO : Epoch 1613 | loss: 0.0311259 | val_loss: 0.0311693 | Time: 1764.4 ms
[2021-09-06 13:07:12 main:574] : INFO : Epoch 1614 | loss: 0.0311276 | val_loss: 0.0311716 | Time: 1783.07 ms
[2021-09-06 13:07:14 main:574] : INFO : Epoch 1615 | loss: 0.0311253 | val_loss: 0.0311702 | Time: 1752.85 ms
[2021-09-06 13:07:16 main:574] : INFO : Epoch 1616 | loss: 0.0311261 | val_loss: 0.0311668 | Time: 1743.48 ms
[2021-09-06 13:07:17 main:574] : INFO : Epoch 1617 | loss: 0.0311259 | val_loss: 0.0311707 | Time: 1788.84 ms
[2021-09-06 13:07:19 main:574] : INFO : Epoch 1618 | loss: 0.031124 | val_loss: 0.0311692 | Time: 1753.96 ms
[2021-09-06 13:07:21 main:574] : INFO : Epoch 1619 | loss: 0.0311232 | val_loss: 0.0311684 | Time: 1740.27 ms
[2021-09-06 13:07:23 main:574] : INFO : Epoch 1620 | loss: 0.0311251 | val_loss: 0.031175 | Time: 1764.78 ms
[2021-09-06 13:07:24 main:574] : INFO : Epoch 1621 | loss: 0.0311239 | val_loss: 0.0311667 | Time: 1756.61 ms
[2021-09-06 13:07:26 main:574] : INFO : Epoch 1622 | loss: 0.0311229 | val_loss: 0.0311706 | Time: 1757.79 ms
[2021-09-06 13:07:28 main:574] : INFO : Epoch 1623 | loss: 0.0311227 | val_loss: 0.0311703 | Time: 1753.61 ms
[2021-09-06 13:07:30 main:574] : INFO : Epoch 1624 | loss: 0.0311217 | val_loss: 0.0311693 | Time: 1798.74 ms
[2021-09-06 13:07:32 main:574] : INFO : Epoch 1625 | loss: 0.0311228 | val_loss: 0.0311784 | Time: 1764.95 ms
[2021-09-06 13:07:33 main:574] : INFO : Epoch 1626 | loss: 0.0311234 | val_loss: 0.0311755 | Time: 1753.75 ms
[2021-09-06 13:07:35 main:574] : INFO : Epoch 1627 | loss: 0.0311233 | val_loss: 0.0311729 | Time: 1740.5 ms
[2021-09-06 13:07:37 main:574] : INFO : Epoch 1628 | loss: 0.0311237 | val_loss: 0.0311824 | Time: 1734.26 ms
[2021-09-06 13:07:39 main:574] : INFO : Epoch 1629 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 1817.29 ms
[2021-09-06 13:07:40 main:574] : INFO : Epoch 1630 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 1780.42 ms
[2021-09-06 13:07:42 main:574] : INFO : Epoch 1631 | loss: 0.0311473 | val_loss: 0.0311688 | Time: 1778.54 ms
[2021-09-06 13:07:44 main:574] : INFO : Epoch 1632 | loss: 0.0311416 | val_loss: 0.03117 | Time: 1757.56 ms
[2021-09-06 13:07:46 main:574] : INFO : Epoch 1633 | loss: 0.0311388 | val_loss: 0.0311692 | Time: 1769.67 ms
[2021-09-06 13:07:47 main:574] : INFO : Epoch 1634 | loss: 0.0311358 | val_loss: 0.0311726 | Time: 1767.55 ms
[2021-09-06 13:07:49 main:574] : INFO : Epoch 1635 | loss: 0.031134 | val_loss: 0.0311767 | Time: 1749.43 ms
[2021-09-06 13:07:51 main:574] : INFO : Epoch 1636 | loss: 0.031133 | val_loss: 0.0311786 | Time: 1758.81 ms
[2021-09-06 13:07:53 main:574] : INFO : Epoch 1637 | loss: 0.031133 | val_loss: 0.0311737 | Time: 1761.93 ms
[2021-09-06 13:07:55 main:574] : INFO : Epoch 1638 | loss: 0.031134 | val_loss: 0.0311726 | Time: 1769 ms
[2021-09-06 13:07:56 main:574] : INFO : Epoch 1639 | loss: 0.0311329 | val_loss: 0.0311724 | Time: 1789.53 ms
[2021-09-06 13:07:58 main:574] : INFO : Epoch 1640 | loss: 0.03113 | val_loss: 0.0311761 | Time: 1782.48 ms
[2021-09-06 13:08:00 main:574] : INFO : Epoch 1641 | loss: 0.0311327 | val_loss: 0.0311678 | Time: 1767.57 ms
[2021-09-06 13:08:02 main:574] : INFO : Epoch 1642 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 1784.61 ms
[2021-09-06 13:08:03 main:574] : INFO : Epoch 1643 | loss: 0.0311332 | val_loss: 0.0311684 | Time: 1762.97 ms
[2021-09-06 13:08:05 main:574] : INFO : Epoch 1644 | loss: 0.0311319 | val_loss: 0.0311654 | Time: 1764.53 ms
[2021-09-06 13:08:07 main:574] : INFO : Epoch 1645 | loss: 0.0311345 | val_loss: 0.0311731 | Time: 1755.74 ms
[2021-09-06 13:08:09 main:574] : INFO : Epoch 1646 | loss: 0.031132 | val_loss: 0.0311764 | Time: 1768.98 ms
[2021-09-06 13:08:11 main:574] : INFO : Epoch 1647 | loss: 0.0311288 | val_loss: 0.0311758 | Time: 1786.13 ms
[2021-09-06 13:08:12 main:574] : INFO : Epoch 1648 | loss: 0.0311296 | val_loss: 0.031166 | Time: 1813.76 ms
[2021-09-06 13:08:14 main:574] : INFO : Epoch 1649 | loss: 0.0311272 | val_loss: 0.0311716 | Time: 1731.1 ms
[2021-09-06 13:08:16 main:574] : INFO : Epoch 1650 | loss: 0.0311257 | val_loss: 0.0311793 | Time: 1740.12 ms
[2021-09-06 13:08:18 main:574] : INFO : Epoch 1651 | loss: 0.0311239 | val_loss: 0.031168 | Time: 1750.49 ms
[2021-09-06 13:08:19 main:574] : INFO : Epoch 1652 | loss: 0.0311228 | val_loss: 0.0311722 | Time: 1776.59 ms
[2021-09-06 13:08:21 main:574] : INFO : Epoch 1653 | loss: 0.0311242 | val_loss: 0.0311733 | Time: 1794.64 ms
[2021-09-06 13:08:23 main:574] : INFO : Epoch 1654 | loss: 0.0311228 | val_loss: 0.0311768 | Time: 1819.3 ms
[2021-09-06 13:08:25 main:574] : INFO : Epoch 1655 | loss: 0.0311225 | val_loss: 0.0311777 | Time: 1785.08 ms
[2021-09-06 13:08:27 main:574] : INFO : Epoch 1656 | loss: 0.0311221 | val_loss: 0.0311785 | Time: 1760 ms
[2021-09-06 13:08:28 main:574] : INFO : Epoch 1657 | loss: 0.0311214 | val_loss: 0.0311802 | Time: 1758.1 ms
[2021-09-06 13:08:30 main:574] : INFO : Epoch 1658 | loss: 0.0311245 | val_loss: 0.0311733 | Time: 1801.9 ms
[2021-09-06 13:08:32 main:574] : INFO : Epoch 1659 | loss: 0.0311253 | val_loss: 0.0311749 | Time: 1721.32 ms
[2021-09-06 13:08:34 main:574] : INFO : Epoch 1660 | loss: 0.0311239 | val_loss: 0.0311776 | Time: 1806.88 ms
[2021-09-06 13:08:36 main:574] : INFO : Epoch 1661 | loss: 0.0311279 | val_loss: 0.0311701 | Time: 1836.04 ms
[2021-09-06 13:08:37 main:574] : INFO : Epoch 1662 | loss: 0.0311258 | val_loss: 0.0311756 | Time: 1795.5 ms
[2021-09-06 13:08:39 main:574] : INFO : Epoch 1663 | loss: 0.0311233 | val_loss: 0.031179 | Time: 1757.71 ms
[2021-09-06 13:08:41 main:574] : INFO : Epoch 1664 | loss: 0.0311235 | val_loss: 0.0311753 | Time: 1766.46 ms
[2021-09-06 13:08:43 main:574] : INFO : Epoch 1665 | loss: 0.0311239 | val_loss: 0.031172 | Time: 1761.1 ms
[2021-09-06 13:08:44 main:574] : INFO : Epoch 1666 | loss: 0.031124 | val_loss: 0.0311772 | Time: 1784.48 ms
[2021-09-06 13:08:46 main:574] : INFO : Epoch 1667 | loss: 0.0311228 | val_loss: 0.0311773 | Time: 1779.88 ms
[2021-09-06 13:08:48 main:574] : INFO : Epoch 1668 | loss: 0.0311229 | val_loss: 0.0311735 | Time: 1736.4 ms
[2021-09-06 13:08:50 main:574] : INFO : Epoch 1669 | loss: 0.0311233 | val_loss: 0.0311723 | Time: 1750.52 ms
[2021-09-06 13:08:51 main:574] : INFO : Epoch 1670 | loss: 0.031123 | val_loss: 0.0311803 | Time: 1726.56 ms
[2021-09-06 13:08:53 main:574] : INFO : Epoch 1671 | loss: 0.0311211 | val_loss: 0.0311716 | Time: 1774.46 ms
[2021-09-06 13:08:55 main:574] : INFO : Epoch 1672 | loss: 0.0311231 | val_loss: 0.0311811 | Time: 1798.82 ms
[2021-09-06 13:08:57 main:574] : INFO : Epoch 1673 | loss: 0.0311228 | val_loss: 0.0311741 | Time: 1801.35 ms
[2021-09-06 13:08:59 main:574] : INFO : Epoch 1674 | loss: 0.0311209 | val_loss: 0.0311729 | Time: 1775.37 ms
[2021-09-06 13:09:00 main:574] : INFO : Epoch 1675 | loss: 0.0311213 | val_loss: 0.0311795 | Time: 1797.29 ms
[2021-09-06 13:09:02 main:574] : INFO : Epoch 1676 | loss: 0.0311204 | val_loss: 0.0311773 | Time: 1841.03 ms
[2021-09-06 13:09:04 main:574] : INFO : Epoch 1677 | loss: 0.0311178 | val_loss: 0.0311813 | Time: 1795.33 ms
[2021-09-06 13:09:06 main:574] : INFO : Epoch 1678 | loss: 0.0311189 | val_loss: 0.0311822 | Time: 1769 ms
[2021-09-06 13:09:08 main:574] : INFO : Epoch 1679 | loss: 0.0311203 | val_loss: 0.0311734 | Time: 1779.66 ms
[2021-09-06 13:09:09 main:574] : INFO : Epoch 1680 | loss: 0.0311214 | val_loss: 0.0311729 | Time: 1796.05 ms
[2021-09-06 13:09:11 main:574] : INFO : Epoch 1681 | loss: 0.0311241 | val_loss: 0.0311761 | Time: 1759.21 ms
[2021-09-06 13:09:13 main:574] : INFO : Epoch 1682 | loss: 0.0311269 | val_loss: 0.0311736 | Time: 1730.36 ms
[2021-09-06 13:09:15 main:574] : INFO : Epoch 1683 | loss: 0.0311249 | val_loss: 0.0311684 | Time: 1788.28 ms
[2021-09-06 13:09:16 main:574] : INFO : Epoch 1684 | loss: 0.0311256 | val_loss: 0.0311712 | Time: 1811.59 ms
[2021-09-06 13:09:18 main:574] : INFO : Epoch 1685 | loss: 0.0311232 | val_loss: 0.0311824 | Time: 1722.67 ms
[2021-09-06 13:09:20 main:574] : INFO : Epoch 1686 | loss: 0.0311205 | val_loss: 0.0311753 | Time: 1833.17 ms
[2021-09-06 13:09:22 main:574] : INFO : Epoch 1687 | loss: 0.0311205 | val_loss: 0.0311814 | Time: 1770.93 ms
[2021-09-06 13:09:24 main:574] : INFO : Epoch 1688 | loss: 0.0311246 | val_loss: 0.0311747 | Time: 1769.44 ms
[2021-09-06 13:09:25 main:574] : INFO : Epoch 1689 | loss: 0.0311227 | val_loss: 0.031173 | Time: 1765.63 ms
[2021-09-06 13:09:27 main:574] : INFO : Epoch 1690 | loss: 0.0311218 | val_loss: 0.0311777 | Time: 1768.7 ms
[2021-09-06 13:09:29 main:574] : INFO : Epoch 1691 | loss: 0.0311194 | val_loss: 0.0311768 | Time: 1822.27 ms
[2021-09-06 13:09:31 main:574] : INFO : Epoch 1692 | loss: 0.0311189 | val_loss: 0.0311721 | Time: 1783.3 ms
[2021-09-06 13:09:33 main:574] : INFO : Epoch 1693 | loss: 0.0311182 | val_loss: 0.0311757 | Time: 1820.05 ms
[2021-09-06 13:09:34 main:574] : INFO : Epoch 1694 | loss: 0.031117 | val_loss: 0.0311829 | Time: 1759.26 ms
[2021-09-06 13:09:36 main:574] : INFO : Epoch 1695 | loss: 0.0311186 | val_loss: 0.0311685 | Time: 1784.32 ms
[2021-09-06 13:09:38 main:574] : INFO : Epoch 1696 | loss: 0.0311187 | val_loss: 0.0311754 | Time: 1727.95 ms
[2021-09-06 13:09:40 main:574] : INFO : Epoch 1697 | loss: 0.0311171 | val_loss: 0.0311725 | Time: 1761.34 ms
[2021-09-06 13:09:41 main:574] : INFO : Epoch 1698 | loss: 0.0311168 | val_loss: 0.031177 | Time: 1777.78 ms
[2021-09-06 13:09:43 main:574] : INFO : Epoch 1699 | loss: 0.0311163 | val_loss: 0.0311767 | Time: 1757.16 ms
[2021-09-06 13:09:45 main:574] : INFO : Epoch 1700 | loss: 0.0311164 | val_loss: 0.0311761 | Time: 1798.67 ms
[2021-09-06 13:09:47 main:574] : INFO : Epoch 1701 | loss: 0.0311148 | val_loss: 0.031172 | Time: 1794.01 ms
[2021-09-06 13:09:49 main:574] : INFO : Epoch 1702 | loss: 0.0311164 | val_loss: 0.0311762 | Time: 1802.71 ms
[2021-09-06 13:09:50 main:574] : INFO : Epoch 1703 | loss: 0.0311183 | val_loss: 0.0311787 | Time: 1744.7 ms
[2021-09-06 13:09:52 main:574] : INFO : Epoch 1704 | loss: 0.0311158 | val_loss: 0.0311778 | Time: 1750.84 ms
[2021-09-06 13:09:54 main:574] : INFO : Epoch 1705 | loss: 0.0311152 | val_loss: 0.0311717 | Time: 1791.54 ms
[2021-09-06 13:09:56 main:574] : INFO : Epoch 1706 | loss: 0.0311154 | val_loss: 0.0311775 | Time: 1750.67 ms
[2021-09-06 13:09:57 main:574] : INFO : Epoch 1707 | loss: 0.0311177 | val_loss: 0.0311748 | Time: 1772.85 ms
[2021-09-06 13:09:59 main:574] : INFO : Epoch 1708 | loss: 0.0311163 | val_loss: 0.0311711 | Time: 1776.32 ms
[2021-09-06 13:10:02 main:574] : INFO : Epoch 1709 | loss: 0.0311169 | val_loss: 0.0311782 | Time: 2955.98 ms
[2021-09-06 13:10:06 main:574] : INFO : Epoch 1710 | loss: 0.0311155 | val_loss: 0.0311732 | Time: 4119.88 ms
[2021-09-06 13:10:09 main:574] : INFO : Epoch 1711 | loss: 0.0311153 | val_loss: 0.0311768 | Time: 2327.87 ms
[2021-09-06 13:10:10 main:574] : INFO : Epoch 1712 | loss: 0.0311173 | val_loss: 0.0311743 | Time: 1854.88 ms
[2021-09-06 13:10:23 main:574] : INFO : Epoch 1713 | loss: 0.0311192 | val_loss: 0.0311702 | Time: 13681.6 ms
[2021-09-06 13:10:25 main:574] : INFO : Epoch 1714 | loss: 0.0311154 | val_loss: 0.0311802 | Time: 1681.95 ms
[2021-09-06 13:10:26 main:574] : INFO : Epoch 1715 | loss: 0.031114 | val_loss: 0.0311758 | Time: 1642.1 ms
[2021-09-06 13:10:28 main:574] : INFO : Epoch 1716 | loss: 0.031113 | val_loss: 0.0311808 | Time: 1675.26 ms
[2021-09-06 13:10:30 main:574] : INFO : Epoch 1717 | loss: 0.0311145 | val_loss: 0.0311837 | Time: 1657.62 ms
[2021-09-06 13:10:31 main:574] : INFO : Epoch 1718 | loss: 0.0311193 | val_loss: 0.0311761 | Time: 1701.48 ms
[2021-09-06 13:10:33 main:574] : INFO : Epoch 1719 | loss: 0.0311241 | val_loss: 0.0311819 | Time: 1705.89 ms
[2021-09-06 13:10:35 main:574] : INFO : Epoch 1720 | loss: 0.031123 | val_loss: 0.0311772 | Time: 1645.71 ms
[2021-09-06 13:10:36 main:574] : INFO : Epoch 1721 | loss: 0.0311241 | val_loss: 0.0311762 | Time: 1644.49 ms
[2021-09-06 13:10:38 main:574] : INFO : Epoch 1722 | loss: 0.031142 | val_loss: 0.031171 | Time: 1655.3 ms
[2021-09-06 13:10:40 main:574] : INFO : Epoch 1723 | loss: 0.0311394 | val_loss: 0.0311683 | Time: 1691.27 ms
[2021-09-06 13:10:41 main:574] : INFO : Epoch 1724 | loss: 0.0311358 | val_loss: 0.0311657 | Time: 1674.39 ms
[2021-09-06 13:10:43 main:574] : INFO : Epoch 1725 | loss: 0.031132 | val_loss: 0.0311735 | Time: 1664.16 ms
[2021-09-06 13:10:45 main:574] : INFO : Epoch 1726 | loss: 0.0311313 | val_loss: 0.0311707 | Time: 1656.74 ms
[2021-09-06 13:10:46 main:574] : INFO : Epoch 1727 | loss: 0.0311452 | val_loss: 0.031169 | Time: 1668.91 ms
[2021-09-06 13:10:48 main:574] : INFO : Epoch 1728 | loss: 0.0311446 | val_loss: 0.0311721 | Time: 1671.07 ms
[2021-09-06 13:10:50 main:574] : INFO : Epoch 1729 | loss: 0.0311417 | val_loss: 0.0311721 | Time: 1691.6 ms
[2021-09-06 13:10:51 main:574] : INFO : Epoch 1730 | loss: 0.0311394 | val_loss: 0.0311665 | Time: 1671.36 ms
[2021-09-06 13:10:53 main:574] : INFO : Epoch 1731 | loss: 0.0311377 | val_loss: 0.0311765 | Time: 1653.06 ms
[2021-09-06 13:10:55 main:574] : INFO : Epoch 1732 | loss: 0.0311355 | val_loss: 0.0311685 | Time: 1712.47 ms
[2021-09-06 13:10:56 main:574] : INFO : Epoch 1733 | loss: 0.0311344 | val_loss: 0.031172 | Time: 1735.43 ms
[2021-09-06 13:10:58 main:574] : INFO : Epoch 1734 | loss: 0.0311353 | val_loss: 0.0311683 | Time: 1692.76 ms
[2021-09-06 13:11:00 main:574] : INFO : Epoch 1735 | loss: 0.0311354 | val_loss: 0.0311747 | Time: 1786.31 ms
[2021-09-06 13:11:02 main:574] : INFO : Epoch 1736 | loss: 0.0311391 | val_loss: 0.031168 | Time: 1659.15 ms
[2021-09-06 13:11:03 main:574] : INFO : Epoch 1737 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1673.08 ms
[2021-09-06 13:11:05 main:574] : INFO : Epoch 1738 | loss: 0.0311377 | val_loss: 0.031169 | Time: 1709.07 ms
[2021-09-06 13:11:07 main:574] : INFO : Epoch 1739 | loss: 0.0311341 | val_loss: 0.0311655 | Time: 1767.98 ms
[2021-09-06 13:11:09 main:574] : INFO : Epoch 1740 | loss: 0.0311393 | val_loss: 0.0311727 | Time: 1745.94 ms
[2021-09-06 13:11:11 main:574] : INFO : Epoch 1741 | loss: 0.031137 | val_loss: 0.0311693 | Time: 1862.08 ms
[2021-09-06 13:11:13 main:574] : INFO : Epoch 1742 | loss: 0.0311361 | val_loss: 0.0311742 | Time: 1879.73 ms
[2021-09-06 13:11:14 main:574] : INFO : Epoch 1743 | loss: 0.0311335 | val_loss: 0.0311683 | Time: 1877.72 ms
[2021-09-06 13:11:16 main:574] : INFO : Epoch 1744 | loss: 0.0311333 | val_loss: 0.0311646 | Time: 2007.87 ms
[2021-09-06 13:11:18 main:574] : INFO : Epoch 1745 | loss: 0.0311343 | val_loss: 0.031169 | Time: 1702.73 ms
[2021-09-06 13:11:20 main:574] : INFO : Epoch 1746 | loss: 0.0311335 | val_loss: 0.0311698 | Time: 1892.44 ms
[2021-09-06 13:11:22 main:574] : INFO : Epoch 1747 | loss: 0.0311314 | val_loss: 0.0311722 | Time: 1750.33 ms
[2021-09-06 13:11:24 main:574] : INFO : Epoch 1748 | loss: 0.0311304 | val_loss: 0.0311655 | Time: 1774.89 ms
[2021-09-06 13:11:25 main:574] : INFO : Epoch 1749 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 1753.59 ms
[2021-09-06 13:11:27 main:574] : INFO : Epoch 1750 | loss: 0.0311286 | val_loss: 0.0311668 | Time: 1784.21 ms
[2021-09-06 13:11:29 main:574] : INFO : Epoch 1751 | loss: 0.0311285 | val_loss: 0.031167 | Time: 1721.66 ms
[2021-09-06 13:11:31 main:574] : INFO : Epoch 1752 | loss: 0.0311289 | val_loss: 0.0311664 | Time: 1772.73 ms
[2021-09-06 13:11:32 main:574] : INFO : Epoch 1753 | loss: 0.0311269 | val_loss: 0.0311618 | Time: 1763.21 ms
[2021-09-06 13:11:34 main:574] : INFO : Epoch 1754 | loss: 0.0311252 | val_loss: 0.0311666 | Time: 1749.06 ms
[2021-09-06 13:11:36 main:574] : INFO : Epoch 1755 | loss: 0.0311267 | val_loss: 0.0311663 | Time: 1817.56 ms
[2021-09-06 13:11:38 main:574] : INFO : Epoch 1756 | loss: 0.0311252 | val_loss: 0.0311641 | Time: 1753.51 ms
[2021-09-06 13:11:39 main:574] : INFO : Epoch 1757 | loss: 0.0311226 | val_loss: 0.0311703 | Time: 1722.47 ms
[2021-09-06 13:11:41 main:574] : INFO : Epoch 1758 | loss: 0.0311235 | val_loss: 0.0311626 | Time: 1793.24 ms
[2021-09-06 13:11:43 main:574] : INFO : Epoch 1759 | loss: 0.0311331 | val_loss: 0.0311696 | Time: 1715.11 ms
[2021-09-06 13:11:45 main:574] : INFO : Epoch 1760 | loss: 0.0311375 | val_loss: 0.0311665 | Time: 1742.45 ms
[2021-09-06 13:11:47 main:574] : INFO : Epoch 1761 | loss: 0.0311351 | val_loss: 0.0311677 | Time: 1777.86 ms
[2021-09-06 13:11:48 main:574] : INFO : Epoch 1762 | loss: 0.0311303 | val_loss: 0.0311638 | Time: 1777.48 ms
[2021-09-06 13:11:50 main:574] : INFO : Epoch 1763 | loss: 0.0311286 | val_loss: 0.0311622 | Time: 1768.49 ms
[2021-09-06 13:11:52 main:574] : INFO : Epoch 1764 | loss: 0.0311294 | val_loss: 0.0311703 | Time: 1757.33 ms
[2021-09-06 13:11:54 main:574] : INFO : Epoch 1765 | loss: 0.0311341 | val_loss: 0.0311691 | Time: 1829.7 ms
[2021-09-06 13:11:55 main:574] : INFO : Epoch 1766 | loss: 0.0311356 | val_loss: 0.0311675 | Time: 1772.07 ms
[2021-09-06 13:11:57 main:574] : INFO : Epoch 1767 | loss: 0.0311344 | val_loss: 0.0311648 | Time: 1738.78 ms
[2021-09-06 13:11:59 main:574] : INFO : Epoch 1768 | loss: 0.0311323 | val_loss: 0.0311653 | Time: 1792.77 ms
[2021-09-06 13:12:01 main:574] : INFO : Epoch 1769 | loss: 0.031131 | val_loss: 0.0311724 | Time: 1885.14 ms
[2021-09-06 13:12:03 main:574] : INFO : Epoch 1770 | loss: 0.0311295 | val_loss: 0.0311677 | Time: 1929.76 ms
[2021-09-06 13:12:05 main:574] : INFO : Epoch 1771 | loss: 0.0311286 | val_loss: 0.0311641 | Time: 2010.28 ms
[2021-09-06 13:12:07 main:574] : INFO : Epoch 1772 | loss: 0.0311289 | val_loss: 0.0311734 | Time: 1793.38 ms
[2021-09-06 13:12:08 main:574] : INFO : Epoch 1773 | loss: 0.0311321 | val_loss: 0.0311767 | Time: 1867.4 ms
[2021-09-06 13:12:10 main:574] : INFO : Epoch 1774 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 1777.13 ms
[2021-09-06 13:12:12 main:574] : INFO : Epoch 1775 | loss: 0.0311287 | val_loss: 0.0311672 | Time: 1826.88 ms
[2021-09-06 13:12:14 main:574] : INFO : Epoch 1776 | loss: 0.0311283 | val_loss: 0.0311667 | Time: 1797.7 ms
[2021-09-06 13:12:16 main:574] : INFO : Epoch 1777 | loss: 0.0311263 | val_loss: 0.0311689 | Time: 1756.18 ms
[2021-09-06 13:12:17 main:574] : INFO : Epoch 1778 | loss: 0.0311384 | val_loss: 0.031172 | Time: 1808.53 ms
[2021-09-06 13:12:19 main:574] : INFO : Epoch 1779 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 1842.74 ms
[2021-09-06 13:12:21 main:574] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311709 | Time: 1717.11 ms
[2021-09-06 13:12:23 main:574] : INFO : Epoch 1781 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 1820.58 ms
[2021-09-06 13:12:25 main:574] : INFO : Epoch 1782 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1797.29 ms
[2021-09-06 13:12:26 main:574] : INFO : Epoch 1783 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1779.27 ms
[2021-09-06 13:12:28 main:574] : INFO : Epoch 1784 | loss: 0.0311535 | val_loss: 0.0311792 | Time: 1760.1 ms
[2021-09-06 13:12:30 main:574] : INFO : Epoch 1785 | loss: 0.0311539 | val_loss: 0.0311723 | Time: 1766.26 ms
[2021-09-06 13:12:32 main:574] : INFO : Epoch 1786 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 1797.53 ms
[2021-09-06 13:12:34 main:574] : INFO : Epoch 1787 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 1777.22 ms
[2021-09-06 13:12:35 main:574] : INFO : Epoch 1788 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 1758.83 ms
[2021-09-06 13:12:37 main:574] : INFO : Epoch 1789 | loss: 0.0311486 | val_loss: 0.0311741 | Time: 1797.75 ms
[2021-09-06 13:12:39 main:574] : INFO : Epoch 1790 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 1861.33 ms
[2021-09-06 13:12:41 main:574] : INFO : Epoch 1791 | loss: 0.0311464 | val_loss: 0.031171 | Time: 1788.15 ms
[2021-09-06 13:12:43 main:574] : INFO : Epoch 1792 | loss: 0.031145 | val_loss: 0.0311708 | Time: 1776.36 ms
[2021-09-06 13:12:44 main:574] : INFO : Epoch 1793 | loss: 0.0311458 | val_loss: 0.0311727 | Time: 1802.23 ms
[2021-09-06 13:12:46 main:574] : INFO : Epoch 1794 | loss: 0.0311452 | val_loss: 0.0311679 | Time: 1765.96 ms
[2021-09-06 13:12:48 main:574] : INFO : Epoch 1795 | loss: 0.0311441 | val_loss: 0.0311702 | Time: 1743.86 ms
[2021-09-06 13:12:50 main:574] : INFO : Epoch 1796 | loss: 0.0311421 | val_loss: 0.0311699 | Time: 1799.09 ms
[2021-09-06 13:12:51 main:574] : INFO : Epoch 1797 | loss: 0.031141 | val_loss: 0.0311704 | Time: 1804.22 ms
[2021-09-06 13:12:53 main:574] : INFO : Epoch 1798 | loss: 0.0311421 | val_loss: 0.0311673 | Time: 1736.2 ms
[2021-09-06 13:12:55 main:574] : INFO : Epoch 1799 | loss: 0.0311443 | val_loss: 0.0311685 | Time: 1792.46 ms
[2021-09-06 13:12:57 main:574] : INFO : Epoch 1800 | loss: 0.031141 | val_loss: 0.0311707 | Time: 1833.85 ms
[2021-09-06 13:12:59 main:574] : INFO : Epoch 1801 | loss: 0.0311398 | val_loss: 0.0311688 | Time: 1778.92 ms
[2021-09-06 13:13:00 main:574] : INFO : Epoch 1802 | loss: 0.0311397 | val_loss: 0.0311703 | Time: 1769.14 ms
[2021-09-06 13:13:02 main:574] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311686 | Time: 1774.15 ms
[2021-09-06 13:13:04 main:574] : INFO : Epoch 1804 | loss: 0.0311384 | val_loss: 0.0311722 | Time: 1805.51 ms
[2021-09-06 13:13:06 main:574] : INFO : Epoch 1805 | loss: 0.0311387 | val_loss: 0.0311684 | Time: 1769.78 ms
[2021-09-06 13:13:08 main:574] : INFO : Epoch 1806 | loss: 0.0311382 | val_loss: 0.0311664 | Time: 1738.69 ms
[2021-09-06 13:13:09 main:574] : INFO : Epoch 1807 | loss: 0.03114 | val_loss: 0.0311719 | Time: 1783.1 ms
[2021-09-06 13:13:11 main:574] : INFO : Epoch 1808 | loss: 0.0311391 | val_loss: 0.0311686 | Time: 1766.99 ms
[2021-09-06 13:13:13 main:574] : INFO : Epoch 1809 | loss: 0.0311387 | val_loss: 0.03117 | Time: 1716.63 ms
[2021-09-06 13:13:15 main:574] : INFO : Epoch 1810 | loss: 0.0311375 | val_loss: 0.0311693 | Time: 1759.34 ms
[2021-09-06 13:13:16 main:574] : INFO : Epoch 1811 | loss: 0.031139 | val_loss: 0.0311669 | Time: 1770.13 ms
[2021-09-06 13:13:18 main:574] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311669 | Time: 1837.7 ms
[2021-09-06 13:13:20 main:574] : INFO : Epoch 1813 | loss: 0.0311421 | val_loss: 0.0311689 | Time: 1767.21 ms
[2021-09-06 13:13:22 main:574] : INFO : Epoch 1814 | loss: 0.0311398 | val_loss: 0.0311638 | Time: 1799.7 ms
[2021-09-06 13:13:24 main:574] : INFO : Epoch 1815 | loss: 0.0311394 | val_loss: 0.031171 | Time: 1774.2 ms
[2021-09-06 13:13:25 main:574] : INFO : Epoch 1816 | loss: 0.0311396 | val_loss: 0.0311688 | Time: 1841.67 ms
[2021-09-06 13:13:27 main:574] : INFO : Epoch 1817 | loss: 0.0311371 | val_loss: 0.0311721 | Time: 1787.23 ms
[2021-09-06 13:13:29 main:574] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.0311692 | Time: 1753.47 ms
[2021-09-06 13:13:31 main:574] : INFO : Epoch 1819 | loss: 0.0311366 | val_loss: 0.0311724 | Time: 1748.49 ms
[2021-09-06 13:13:32 main:574] : INFO : Epoch 1820 | loss: 0.0311358 | val_loss: 0.031169 | Time: 1746.41 ms
[2021-09-06 13:13:34 main:574] : INFO : Epoch 1821 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 1769.55 ms
[2021-09-06 13:13:36 main:574] : INFO : Epoch 1822 | loss: 0.0311367 | val_loss: 0.0311702 | Time: 1769.02 ms
[2021-09-06 13:13:38 main:574] : INFO : Epoch 1823 | loss: 0.0311382 | val_loss: 0.0311672 | Time: 1772.49 ms
[2021-09-06 13:13:40 main:574] : INFO : Epoch 1824 | loss: 0.0311356 | val_loss: 0.0311655 | Time: 1740.78 ms
[2021-09-06 13:13:41 main:574] : INFO : Epoch 1825 | loss: 0.0311359 | val_loss: 0.0311664 | Time: 1773.05 ms
[2021-09-06 13:13:43 main:574] : INFO : Epoch 1826 | loss: 0.0311344 | val_loss: 0.0311667 | Time: 1777.99 ms
[2021-09-06 13:13:45 main:574] : INFO : Epoch 1827 | loss: 0.0311324 | val_loss: 0.0311681 | Time: 1783.27 ms
[2021-09-06 13:13:47 main:574] : INFO : Epoch 1828 | loss: 0.0311333 | val_loss: 0.0311714 | Time: 1740.43 ms
[2021-09-06 13:13:48 main:574] : INFO : Epoch 1829 | loss: 0.0311401 | val_loss: 0.0311713 | Time: 1726.62 ms
[2021-09-06 13:13:50 main:574] : INFO : Epoch 1830 | loss: 0.0311377 | val_loss: 0.0311696 | Time: 1819.31 ms
[2021-09-06 13:13:52 main:574] : INFO : Epoch 1831 | loss: 0.0311337 | val_loss: 0.0311716 | Time: 1756.32 ms
[2021-09-06 13:13:54 main:574] : INFO : Epoch 1832 | loss: 0.0311353 | val_loss: 0.0311704 | Time: 1775.42 ms
[2021-09-06 13:13:56 main:574] : INFO : Epoch 1833 | loss: 0.0311346 | val_loss: 0.0311709 | Time: 1771.52 ms
[2021-09-06 13:13:57 main:574] : INFO : Epoch 1834 | loss: 0.0311327 | val_loss: 0.0311636 | Time: 1800.55 ms
[2021-09-06 13:13:59 main:574] : INFO : Epoch 1835 | loss: 0.0311314 | val_loss: 0.0311705 | Time: 1754.44 ms
[2021-09-06 13:14:01 main:574] : INFO : Epoch 1836 | loss: 0.0311303 | val_loss: 0.0311651 | Time: 1761.93 ms
[2021-09-06 13:14:03 main:574] : INFO : Epoch 1837 | loss: 0.0311302 | val_loss: 0.0311683 | Time: 1778.15 ms
[2021-09-06 13:14:04 main:574] : INFO : Epoch 1838 | loss: 0.0311327 | val_loss: 0.031166 | Time: 1734.13 ms
[2021-09-06 13:14:06 main:574] : INFO : Epoch 1839 | loss: 0.0311368 | val_loss: 0.0311672 | Time: 1759.3 ms
[2021-09-06 13:14:08 main:574] : INFO : Epoch 1840 | loss: 0.031149 | val_loss: 0.0311647 | Time: 1775.83 ms
[2021-09-06 13:14:10 main:574] : INFO : Epoch 1841 | loss: 0.031147 | val_loss: 0.031164 | Time: 1782.79 ms
[2021-09-06 13:14:12 main:574] : INFO : Epoch 1842 | loss: 0.0311436 | val_loss: 0.0311665 | Time: 1806.63 ms
[2021-09-06 13:14:13 main:574] : INFO : Epoch 1843 | loss: 0.0311429 | val_loss: 0.0311641 | Time: 1785 ms
[2021-09-06 13:14:15 main:574] : INFO : Epoch 1844 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 1751.97 ms
[2021-09-06 13:14:17 main:574] : INFO : Epoch 1845 | loss: 0.0311394 | val_loss: 0.0311696 | Time: 1758.43 ms
[2021-09-06 13:14:19 main:574] : INFO : Epoch 1846 | loss: 0.031139 | val_loss: 0.0311588 | Time: 1756.03 ms
[2021-09-06 13:14:20 main:574] : INFO : Epoch 1847 | loss: 0.0311406 | val_loss: 0.0311648 | Time: 1784.83 ms
[2021-09-06 13:14:22 main:574] : INFO : Epoch 1848 | loss: 0.0311375 | val_loss: 0.0311659 | Time: 1779.58 ms
[2021-09-06 13:14:24 main:574] : INFO : Epoch 1849 | loss: 0.0311359 | val_loss: 0.0311606 | Time: 1722.22 ms
[2021-09-06 13:14:26 main:574] : INFO : Epoch 1850 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 1762.26 ms
[2021-09-06 13:14:28 main:574] : INFO : Epoch 1851 | loss: 0.0311371 | val_loss: 0.0311606 | Time: 1768.91 ms
[2021-09-06 13:14:29 main:574] : INFO : Epoch 1852 | loss: 0.0311347 | val_loss: 0.0311706 | Time: 1756.55 ms
[2021-09-06 13:14:31 main:574] : INFO : Epoch 1853 | loss: 0.0311346 | val_loss: 0.0311593 | Time: 1746.01 ms
[2021-09-06 13:14:33 main:574] : INFO : Epoch 1854 | loss: 0.0311325 | val_loss: 0.0311654 | Time: 1796.37 ms
[2021-09-06 13:14:35 main:574] : INFO : Epoch 1855 | loss: 0.031132 | val_loss: 0.0311603 | Time: 1781.25 ms
[2021-09-06 13:14:36 main:574] : INFO : Epoch 1856 | loss: 0.0311322 | val_loss: 0.0311645 | Time: 1754.25 ms
[2021-09-06 13:14:38 main:574] : INFO : Epoch 1857 | loss: 0.0311304 | val_loss: 0.0311641 | Time: 1785.67 ms
[2021-09-06 13:14:40 main:574] : INFO : Epoch 1858 | loss: 0.0311344 | val_loss: 0.0311652 | Time: 1798.73 ms
[2021-09-06 13:14:42 main:574] : INFO : Epoch 1859 | loss: 0.0311338 | val_loss: 0.0311698 | Time: 1791.7 ms
[2021-09-06 13:14:44 main:574] : INFO : Epoch 1860 | loss: 0.0311316 | val_loss: 0.0311656 | Time: 1808.46 ms
[2021-09-06 13:14:45 main:574] : INFO : Epoch 1861 | loss: 0.0311296 | val_loss: 0.0311688 | Time: 1745.98 ms
[2021-09-06 13:14:47 main:574] : INFO : Epoch 1862 | loss: 0.0311305 | val_loss: 0.0311602 | Time: 1780.79 ms
[2021-09-06 13:14:49 main:574] : INFO : Epoch 1863 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 1796.13 ms
[2021-09-06 13:14:51 main:574] : INFO : Epoch 1864 | loss: 0.031131 | val_loss: 0.031164 | Time: 1753.18 ms
[2021-09-06 13:14:52 main:574] : INFO : Epoch 1865 | loss: 0.0311295 | val_loss: 0.031161 | Time: 1764.01 ms
[2021-09-06 13:14:54 main:574] : INFO : Epoch 1866 | loss: 0.0311307 | val_loss: 0.0311647 | Time: 1770.45 ms
[2021-09-06 13:14:56 main:574] : INFO : Epoch 1867 | loss: 0.0311301 | val_loss: 0.0311645 | Time: 1778.21 ms
[2021-09-06 13:14:58 main:574] : INFO : Epoch 1868 | loss: 0.0311315 | val_loss: 0.0311607 | Time: 1774.86 ms
[2021-09-06 13:15:00 main:574] : INFO : Epoch 1869 | loss: 0.0311337 | val_loss: 0.03116 | Time: 1822.52 ms
[2021-09-06 13:15:01 main:574] : INFO : Epoch 1870 | loss: 0.0311327 | val_loss: 0.0311647 | Time: 1800.51 ms
[2021-09-06 13:15:03 main:574] : INFO : Epoch 1871 | loss: 0.0311301 | val_loss: 0.0311624 | Time: 1743.33 ms
[2021-09-06 13:15:05 main:574] : INFO : Epoch 1872 | loss: 0.0311303 | val_loss: 0.0311592 | Time: 1773.9 ms
[2021-09-06 13:15:07 main:574] : INFO : Epoch 1873 | loss: 0.0311309 | val_loss: 0.0311661 | Time: 1826.61 ms
[2021-09-06 13:15:09 main:574] : INFO : Epoch 1874 | loss: 0.0311311 | val_loss: 0.0311624 | Time: 1799.14 ms
[2021-09-06 13:15:10 main:574] : INFO : Epoch 1875 | loss: 0.0311336 | val_loss: 0.031161 | Time: 1741.12 ms
[2021-09-06 13:15:12 main:574] : INFO : Epoch 1876 | loss: 0.0311326 | val_loss: 0.0311621 | Time: 1754.26 ms
[2021-09-06 13:15:14 main:574] : INFO : Epoch 1877 | loss: 0.0311301 | val_loss: 0.0311635 | Time: 1782.13 ms
[2021-09-06 13:15:16 main:574] : INFO : Epoch 1878 | loss: 0.0311394 | val_loss: 0.0311657 | Time: 1773.25 ms
[2021-09-06 13:15:17 main:574] : INFO : Epoch 1879 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1776.83 ms
[2021-09-06 13:15:19 main:574] : INFO : Epoch 1880 | loss: 0.0311379 | val_loss: 0.0311625 | Time: 1866.89 ms
[2021-09-06 13:15:21 main:574] : INFO : Epoch 1881 | loss: 0.031136 | val_loss: 0.0311588 | Time: 1774.94 ms
[2021-09-06 13:15:23 main:574] : INFO : Epoch 1882 | loss: 0.0311325 | val_loss: 0.0311627 | Time: 1765.31 ms
[2021-09-06 13:15:25 main:574] : INFO : Epoch 1883 | loss: 0.0311312 | val_loss: 0.0311581 | Time: 1767.87 ms
[2021-09-06 13:15:26 main:574] : INFO : Epoch 1884 | loss: 0.0311312 | val_loss: 0.0311595 | Time: 1784.18 ms
[2021-09-06 13:15:28 main:574] : INFO : Epoch 1885 | loss: 0.0311301 | val_loss: 0.0311595 | Time: 1816.12 ms
[2021-09-06 13:15:30 main:574] : INFO : Epoch 1886 | loss: 0.0311304 | val_loss: 0.031162 | Time: 1771.36 ms
[2021-09-06 13:15:32 main:574] : INFO : Epoch 1887 | loss: 0.0311291 | val_loss: 0.031164 | Time: 1811.53 ms
[2021-09-06 13:15:34 main:574] : INFO : Epoch 1888 | loss: 0.031129 | val_loss: 0.0311574 | Time: 1786.8 ms
[2021-09-06 13:15:35 main:574] : INFO : Epoch 1889 | loss: 0.0311289 | val_loss: 0.0311618 | Time: 1763.11 ms
[2021-09-06 13:15:37 main:574] : INFO : Epoch 1890 | loss: 0.0311297 | val_loss: 0.0311599 | Time: 1729.81 ms
[2021-09-06 13:15:39 main:574] : INFO : Epoch 1891 | loss: 0.031128 | val_loss: 0.0311587 | Time: 1804.91 ms
[2021-09-06 13:15:41 main:574] : INFO : Epoch 1892 | loss: 0.0311282 | val_loss: 0.0311615 | Time: 1785.74 ms
[2021-09-06 13:15:42 main:574] : INFO : Epoch 1893 | loss: 0.0311287 | val_loss: 0.031162 | Time: 1798.64 ms
[2021-09-06 13:15:44 main:574] : INFO : Epoch 1894 | loss: 0.0311273 | val_loss: 0.0311602 | Time: 1761.57 ms
[2021-09-06 13:15:46 main:574] : INFO : Epoch 1895 | loss: 0.031126 | val_loss: 0.0311596 | Time: 1802.22 ms
[2021-09-06 13:15:48 main:574] : INFO : Epoch 1896 | loss: 0.0311268 | val_loss: 0.0311596 | Time: 1778.88 ms
[2021-09-06 13:15:50 main:574] : INFO : Epoch 1897 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 1777.81 ms
[2021-09-06 13:15:51 main:574] : INFO : Epoch 1898 | loss: 0.031135 | val_loss: 0.0311662 | Time: 1756.67 ms
[2021-09-06 13:15:53 main:574] : INFO : Epoch 1899 | loss: 0.0311321 | val_loss: 0.0311637 | Time: 1799.25 ms
[2021-09-06 13:15:55 main:574] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311651 | Time: 1800.26 ms
[2021-09-06 13:15:57 main:574] : INFO : Epoch 1901 | loss: 0.0311312 | val_loss: 0.0311654 | Time: 1792.43 ms
[2021-09-06 13:15:59 main:574] : INFO : Epoch 1902 | loss: 0.0311289 | val_loss: 0.0311632 | Time: 1811.18 ms
[2021-09-06 13:16:00 main:574] : INFO : Epoch 1903 | loss: 0.0311263 | val_loss: 0.0311599 | Time: 1761.42 ms
[2021-09-06 13:16:02 main:574] : INFO : Epoch 1904 | loss: 0.0311246 | val_loss: 0.0311627 | Time: 1727.24 ms
[2021-09-06 13:16:04 main:574] : INFO : Epoch 1905 | loss: 0.0311286 | val_loss: 0.0311674 | Time: 1751.36 ms
[2021-09-06 13:16:06 main:574] : INFO : Epoch 1906 | loss: 0.0311331 | val_loss: 0.0311709 | Time: 1801.42 ms
[2021-09-06 13:16:07 main:574] : INFO : Epoch 1907 | loss: 0.0311326 | val_loss: 0.0311647 | Time: 1731.82 ms
[2021-09-06 13:16:09 main:574] : INFO : Epoch 1908 | loss: 0.0311294 | val_loss: 0.0311715 | Time: 1783.39 ms
[2021-09-06 13:16:11 main:574] : INFO : Epoch 1909 | loss: 0.0311335 | val_loss: 0.0311759 | Time: 1755.02 ms
[2021-09-06 13:16:13 main:574] : INFO : Epoch 1910 | loss: 0.0311352 | val_loss: 0.0311666 | Time: 1784.98 ms
[2021-09-06 13:16:14 main:574] : INFO : Epoch 1911 | loss: 0.0311324 | val_loss: 0.0311631 | Time: 1783.91 ms
[2021-09-06 13:16:16 main:574] : INFO : Epoch 1912 | loss: 0.0311317 | val_loss: 0.0311652 | Time: 1800.98 ms
[2021-09-06 13:16:18 main:574] : INFO : Epoch 1913 | loss: 0.0311342 | val_loss: 0.0311695 | Time: 1810.88 ms
[2021-09-06 13:16:20 main:574] : INFO : Epoch 1914 | loss: 0.0311345 | val_loss: 0.0311642 | Time: 1775.57 ms
[2021-09-06 13:16:22 main:574] : INFO : Epoch 1915 | loss: 0.031136 | val_loss: 0.031164 | Time: 1766.37 ms
[2021-09-06 13:16:23 main:574] : INFO : Epoch 1916 | loss: 0.0311377 | val_loss: 0.0311764 | Time: 1753.12 ms
[2021-09-06 13:16:25 main:574] : INFO : Epoch 1917 | loss: 0.0311341 | val_loss: 0.0311641 | Time: 1753.68 ms
[2021-09-06 13:16:27 main:574] : INFO : Epoch 1918 | loss: 0.0311328 | val_loss: 0.0311699 | Time: 1756.05 ms
[2021-09-06 13:16:29 main:574] : INFO : Epoch 1919 | loss: 0.0311311 | val_loss: 0.0311614 | Time: 1802.02 ms
[2021-09-06 13:16:30 main:574] : INFO : Epoch 1920 | loss: 0.0311297 | val_loss: 0.0311605 | Time: 1752.31 ms
[2021-09-06 13:16:32 main:574] : INFO : Epoch 1921 | loss: 0.031131 | val_loss: 0.0311602 | Time: 1804.53 ms
[2021-09-06 13:16:34 main:574] : INFO : Epoch 1922 | loss: 0.0311347 | val_loss: 0.0311617 | Time: 1772.56 ms
[2021-09-06 13:16:36 main:574] : INFO : Epoch 1923 | loss: 0.031131 | val_loss: 0.0311659 | Time: 1744.71 ms
[2021-09-06 13:16:38 main:574] : INFO : Epoch 1924 | loss: 0.0311296 | val_loss: 0.0311635 | Time: 1745.84 ms
[2021-09-06 13:16:39 main:574] : INFO : Epoch 1925 | loss: 0.0311285 | val_loss: 0.0311638 | Time: 1823.39 ms
[2021-09-06 13:16:41 main:574] : INFO : Epoch 1926 | loss: 0.0311264 | val_loss: 0.0311651 | Time: 1765.08 ms
[2021-09-06 13:16:43 main:574] : INFO : Epoch 1927 | loss: 0.0311272 | val_loss: 0.0311643 | Time: 1737.2 ms
[2021-09-06 13:16:45 main:574] : INFO : Epoch 1928 | loss: 0.0311249 | val_loss: 0.0311655 | Time: 1806.59 ms
[2021-09-06 13:16:46 main:574] : INFO : Epoch 1929 | loss: 0.0311237 | val_loss: 0.0311681 | Time: 1774.29 ms
[2021-09-06 13:16:48 main:574] : INFO : Epoch 1930 | loss: 0.0311249 | val_loss: 0.0311637 | Time: 1796.22 ms
[2021-09-06 13:16:50 main:574] : INFO : Epoch 1931 | loss: 0.0311229 | val_loss: 0.0311649 | Time: 1754.87 ms
[2021-09-06 13:16:52 main:574] : INFO : Epoch 1932 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 1720.19 ms
[2021-09-06 13:16:54 main:574] : INFO : Epoch 1933 | loss: 0.0311264 | val_loss: 0.0311669 | Time: 1751.16 ms
[2021-09-06 13:16:55 main:574] : INFO : Epoch 1934 | loss: 0.0311228 | val_loss: 0.0311674 | Time: 1777.96 ms
[2021-09-06 13:16:57 main:574] : INFO : Epoch 1935 | loss: 0.0311211 | val_loss: 0.0311619 | Time: 1766.59 ms
[2021-09-06 13:16:59 main:574] : INFO : Epoch 1936 | loss: 0.0311199 | val_loss: 0.0311629 | Time: 1754 ms
[2021-09-06 13:17:01 main:574] : INFO : Epoch 1937 | loss: 0.0311213 | val_loss: 0.0311697 | Time: 1790.96 ms
[2021-09-06 13:17:02 main:574] : INFO : Epoch 1938 | loss: 0.0311235 | val_loss: 0.0311643 | Time: 1815.41 ms
[2021-09-06 13:17:04 main:574] : INFO : Epoch 1939 | loss: 0.0311222 | val_loss: 0.0311743 | Time: 1788.49 ms
[2021-09-06 13:17:06 main:574] : INFO : Epoch 1940 | loss: 0.0311224 | val_loss: 0.0311641 | Time: 1768.31 ms
[2021-09-06 13:17:08 main:574] : INFO : Epoch 1941 | loss: 0.0311226 | val_loss: 0.0311651 | Time: 1742.74 ms
[2021-09-06 13:17:10 main:574] : INFO : Epoch 1942 | loss: 0.0311215 | val_loss: 0.0311651 | Time: 1938.73 ms
[2021-09-06 13:17:12 main:574] : INFO : Epoch 1943 | loss: 0.0311203 | val_loss: 0.0311689 | Time: 1742.4 ms
[2021-09-06 13:17:14 main:574] : INFO : Epoch 1944 | loss: 0.03112 | val_loss: 0.0311658 | Time: 1741.69 ms
[2021-09-06 13:17:16 main:574] : INFO : Epoch 1945 | loss: 0.0311197 | val_loss: 0.0311656 | Time: 1768.99 ms
[2021-09-06 13:17:17 main:574] : INFO : Epoch 1946 | loss: 0.0311206 | val_loss: 0.0311716 | Time: 1819.46 ms
[2021-09-06 13:17:19 main:574] : INFO : Epoch 1947 | loss: 0.0311256 | val_loss: 0.0311671 | Time: 1744.01 ms
[2021-09-06 13:17:21 main:574] : INFO : Epoch 1948 | loss: 0.0311237 | val_loss: 0.0311662 | Time: 1776.36 ms
[2021-09-06 13:17:23 main:574] : INFO : Epoch 1949 | loss: 0.0311203 | val_loss: 0.0311657 | Time: 1790.3 ms
[2021-09-06 13:17:25 main:574] : INFO : Epoch 1950 | loss: 0.0311201 | val_loss: 0.0311636 | Time: 1768.14 ms
[2021-09-06 13:17:26 main:574] : INFO : Epoch 1951 | loss: 0.0311254 | val_loss: 0.0311611 | Time: 1769.28 ms
[2021-09-06 13:17:28 main:574] : INFO : Epoch 1952 | loss: 0.0311256 | val_loss: 0.0311658 | Time: 1813.12 ms
[2021-09-06 13:17:30 main:574] : INFO : Epoch 1953 | loss: 0.0311255 | val_loss: 0.0311653 | Time: 1813.6 ms
[2021-09-06 13:17:32 main:574] : INFO : Epoch 1954 | loss: 0.031127 | val_loss: 0.0311635 | Time: 1758.32 ms
[2021-09-06 13:17:33 main:574] : INFO : Epoch 1955 | loss: 0.0311242 | val_loss: 0.0311635 | Time: 1742.11 ms
[2021-09-06 13:17:35 main:574] : INFO : Epoch 1956 | loss: 0.0311222 | val_loss: 0.0311639 | Time: 1753.52 ms
[2021-09-06 13:17:37 main:574] : INFO : Epoch 1957 | loss: 0.0311227 | val_loss: 0.031165 | Time: 1742.36 ms
[2021-09-06 13:17:39 main:574] : INFO : Epoch 1958 | loss: 0.0311204 | val_loss: 0.0311659 | Time: 1799.43 ms
[2021-09-06 13:17:41 main:574] : INFO : Epoch 1959 | loss: 0.0311173 | val_loss: 0.0311691 | Time: 1802.34 ms
[2021-09-06 13:17:42 main:574] : INFO : Epoch 1960 | loss: 0.0311205 | val_loss: 0.0311629 | Time: 1747.79 ms
[2021-09-06 13:17:44 main:574] : INFO : Epoch 1961 | loss: 0.031125 | val_loss: 0.0311698 | Time: 1797.13 ms
[2021-09-06 13:17:46 main:574] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.0311679 | Time: 1781.73 ms
[2021-09-06 13:17:48 main:574] : INFO : Epoch 1963 | loss: 0.0311226 | val_loss: 0.0311648 | Time: 1752.76 ms
[2021-09-06 13:17:49 main:574] : INFO : Epoch 1964 | loss: 0.031123 | val_loss: 0.0311665 | Time: 1781.04 ms
[2021-09-06 13:17:51 main:574] : INFO : Epoch 1965 | loss: 0.0311211 | val_loss: 0.0311664 | Time: 1769.03 ms
[2021-09-06 13:17:53 main:574] : INFO : Epoch 1966 | loss: 0.0311183 | val_loss: 0.0311665 | Time: 1736 ms
[2021-09-06 13:17:55 main:574] : INFO : Epoch 1967 | loss: 0.0311204 | val_loss: 0.0311615 | Time: 1766.09 ms
[2021-09-06 13:17:56 main:574] : INFO : Epoch 1968 | loss: 0.0311233 | val_loss: 0.031171 | Time: 1778.82 ms
[2021-09-06 13:17:58 main:574] : INFO : Epoch 1969 | loss: 0.0311257 | val_loss: 0.0311642 | Time: 1748.86 ms
[2021-09-06 13:18:00 main:574] : INFO : Epoch 1970 | loss: 0.0311275 | val_loss: 0.0311604 | Time: 1743.26 ms
[2021-09-06 13:18:02 main:574] : INFO : Epoch 1971 | loss: 0.0311283 | val_loss: 0.0311642 | Time: 1758.72 ms
[2021-09-06 13:18:03 main:574] : INFO : Epoch 1972 | loss: 0.0311274 | val_loss: 0.0311612 | Time: 1731.31 ms
[2021-09-06 13:18:05 main:574] : INFO : Epoch 1973 | loss: 0.0311247 | val_loss: 0.0311651 | Time: 1747.4 ms
[2021-09-06 13:18:07 main:574] : INFO : Epoch 1974 | loss: 0.03112 | val_loss: 0.031172 | Time: 1764.71 ms
[2021-09-06 13:18:09 main:574] : INFO : Epoch 1975 | loss: 0.0311313 | val_loss: 0.0311664 | Time: 1758.16 ms
[2021-09-06 13:18:11 main:574] : INFO : Epoch 1976 | loss: 0.0311321 | val_loss: 0.0311648 | Time: 1785.44 ms
[2021-09-06 13:18:12 main:574] : INFO : Epoch 1977 | loss: 0.0311287 | val_loss: 0.0311648 | Time: 1761.2 ms
[2021-09-06 13:18:14 main:574] : INFO : Epoch 1978 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 1743.98 ms
[2021-09-06 13:18:16 main:574] : INFO : Epoch 1979 | loss: 0.0311488 | val_loss: 0.0311598 | Time: 1777.61 ms
[2021-09-06 13:18:18 main:574] : INFO : Epoch 1980 | loss: 0.0311451 | val_loss: 0.0311634 | Time: 1792.1 ms
[2021-09-06 13:18:19 main:574] : INFO : Epoch 1981 | loss: 0.0311405 | val_loss: 0.0311605 | Time: 1756.45 ms
[2021-09-06 13:18:21 main:574] : INFO : Epoch 1982 | loss: 0.0311382 | val_loss: 0.0311623 | Time: 1785.94 ms
[2021-09-06 13:18:23 main:574] : INFO : Epoch 1983 | loss: 0.031138 | val_loss: 0.0311623 | Time: 1737.46 ms
[2021-09-06 13:18:25 main:574] : INFO : Epoch 1984 | loss: 0.0311363 | val_loss: 0.031164 | Time: 1779.13 ms
[2021-09-06 13:18:26 main:574] : INFO : Epoch 1985 | loss: 0.0311348 | val_loss: 0.0311607 | Time: 1747.6 ms
[2021-09-06 13:18:28 main:574] : INFO : Epoch 1986 | loss: 0.0311347 | val_loss: 0.0311654 | Time: 1755.97 ms
[2021-09-06 13:18:30 main:574] : INFO : Epoch 1987 | loss: 0.0311398 | val_loss: 0.0311625 | Time: 1772.63 ms
[2021-09-06 13:18:32 main:574] : INFO : Epoch 1988 | loss: 0.0311354 | val_loss: 0.0311669 | Time: 1741.82 ms
[2021-09-06 13:18:34 main:574] : INFO : Epoch 1989 | loss: 0.031143 | val_loss: 0.0311693 | Time: 1792.54 ms
[2021-09-06 13:18:35 main:574] : INFO : Epoch 1990 | loss: 0.031142 | val_loss: 0.0311634 | Time: 1802.73 ms
[2021-09-06 13:18:37 main:574] : INFO : Epoch 1991 | loss: 0.0311362 | val_loss: 0.0311614 | Time: 1783.03 ms
[2021-09-06 13:18:39 main:574] : INFO : Epoch 1992 | loss: 0.0311338 | val_loss: 0.0311605 | Time: 1736.98 ms
[2021-09-06 13:18:41 main:574] : INFO : Epoch 1993 | loss: 0.0311317 | val_loss: 0.0311604 | Time: 1743.78 ms
[2021-09-06 13:18:42 main:574] : INFO : Epoch 1994 | loss: 0.0311308 | val_loss: 0.0311622 | Time: 1773.89 ms
[2021-09-06 13:18:44 main:574] : INFO : Epoch 1995 | loss: 0.0311304 | val_loss: 0.0311621 | Time: 1726.6 ms
[2021-09-06 13:18:46 main:574] : INFO : Epoch 1996 | loss: 0.0311313 | val_loss: 0.0311596 | Time: 1770.32 ms
[2021-09-06 13:18:48 main:574] : INFO : Epoch 1997 | loss: 0.0311299 | val_loss: 0.0311602 | Time: 1818.51 ms
[2021-09-06 13:18:50 main:574] : INFO : Epoch 1998 | loss: 0.0311302 | val_loss: 0.0311612 | Time: 1780.41 ms
[2021-09-06 13:18:51 main:574] : INFO : Epoch 1999 | loss: 0.0311309 | val_loss: 0.0311595 | Time: 1736.79 ms
[2021-09-06 13:18:53 main:574] : INFO : Epoch 2000 | loss: 0.0311314 | val_loss: 0.0311645 | Time: 1799.01 ms
[2021-09-06 13:18:55 main:574] : INFO : Epoch 2001 | loss: 0.031129 | val_loss: 0.0311616 | Time: 1760.21 ms
[2021-09-06 13:18:57 main:574] : INFO : Epoch 2002 | loss: 0.0311282 | val_loss: 0.0311634 | Time: 1751.08 ms
[2021-09-06 13:18:58 main:574] : INFO : Epoch 2003 | loss: 0.0311272 | val_loss: 0.031161 | Time: 1749.19 ms
[2021-09-06 13:19:00 main:574] : INFO : Epoch 2004 | loss: 0.0311266 | val_loss: 0.0311626 | Time: 1797.82 ms
[2021-09-06 13:19:02 main:574] : INFO : Epoch 2005 | loss: 0.0311269 | val_loss: 0.0311682 | Time: 1794.41 ms
[2021-09-06 13:19:04 main:574] : INFO : Epoch 2006 | loss: 0.0311284 | val_loss: 0.031161 | Time: 1777.23 ms
[2021-09-06 13:19:06 main:574] : INFO : Epoch 2007 | loss: 0.0311241 | val_loss: 0.0311582 | Time: 1773.48 ms
[2021-09-06 13:19:07 main:574] : INFO : Epoch 2008 | loss: 0.0311254 | val_loss: 0.0311656 | Time: 1743.98 ms
[2021-09-06 13:19:09 main:574] : INFO : Epoch 2009 | loss: 0.0311259 | val_loss: 0.0311596 | Time: 1855.26 ms
[2021-09-06 13:19:11 main:574] : INFO : Epoch 2010 | loss: 0.0311266 | val_loss: 0.0311612 | Time: 1735.49 ms
[2021-09-06 13:19:13 main:574] : INFO : Epoch 2011 | loss: 0.0311357 | val_loss: 0.0311639 | Time: 1787.82 ms
[2021-09-06 13:19:14 main:574] : INFO : Epoch 2012 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 1782.12 ms
[2021-09-06 13:19:16 main:574] : INFO : Epoch 2013 | loss: 0.0311405 | val_loss: 0.0311617 | Time: 1819.2 ms
[2021-09-06 13:19:18 main:574] : INFO : Epoch 2014 | loss: 0.0311367 | val_loss: 0.0311589 | Time: 1732.41 ms
[2021-09-06 13:19:20 main:574] : INFO : Epoch 2015 | loss: 0.0311367 | val_loss: 0.0311657 | Time: 1769.1 ms
[2021-09-06 13:19:22 main:574] : INFO : Epoch 2016 | loss: 0.0311346 | val_loss: 0.0311609 | Time: 1810.26 ms
[2021-09-06 13:19:23 main:574] : INFO : Epoch 2017 | loss: 0.0311322 | val_loss: 0.0311639 | Time: 1736.23 ms
[2021-09-06 13:19:25 main:574] : INFO : Epoch 2018 | loss: 0.0311305 | val_loss: 0.0311622 | Time: 1778.12 ms
[2021-09-06 13:19:27 main:574] : INFO : Epoch 2019 | loss: 0.0311284 | val_loss: 0.0311601 | Time: 1708.26 ms
[2021-09-06 13:19:29 main:574] : INFO : Epoch 2020 | loss: 0.0311275 | val_loss: 0.0311647 | Time: 1815.71 ms
[2021-09-06 13:19:30 main:574] : INFO : Epoch 2021 | loss: 0.0311283 | val_loss: 0.0311591 | Time: 1749.68 ms
[2021-09-06 13:19:32 main:574] : INFO : Epoch 2022 | loss: 0.0311291 | val_loss: 0.0311626 | Time: 1747.2 ms
[2021-09-06 13:19:34 main:574] : INFO : Epoch 2023 | loss: 0.0311272 | val_loss: 0.0311612 | Time: 1759.03 ms
[2021-09-06 13:19:36 main:574] : INFO : Epoch 2024 | loss: 0.0311261 | val_loss: 0.0311621 | Time: 1709.01 ms
[2021-09-06 13:19:37 main:574] : INFO : Epoch 2025 | loss: 0.0311275 | val_loss: 0.0311612 | Time: 1723.91 ms
[2021-09-06 13:19:39 main:574] : INFO : Epoch 2026 | loss: 0.0311272 | val_loss: 0.0311646 | Time: 1759.71 ms
[2021-09-06 13:19:41 main:574] : INFO : Epoch 2027 | loss: 0.0311271 | val_loss: 0.0311683 | Time: 1763.19 ms
[2021-09-06 13:19:43 main:574] : INFO : Epoch 2028 | loss: 0.0311252 | val_loss: 0.0311619 | Time: 1721.53 ms
[2021-09-06 13:19:44 main:574] : INFO : Epoch 2029 | loss: 0.0311239 | val_loss: 0.0311623 | Time: 1759.19 ms
[2021-09-06 13:19:46 main:574] : INFO : Epoch 2030 | loss: 0.031124 | val_loss: 0.0311687 | Time: 1767.51 ms
[2021-09-06 13:19:48 main:574] : INFO : Epoch 2031 | loss: 0.0311314 | val_loss: 0.0311607 | Time: 1752.98 ms
[2021-09-06 13:19:50 main:574] : INFO : Epoch 2032 | loss: 0.0311334 | val_loss: 0.0311583 | Time: 1783.08 ms
[2021-09-06 13:19:51 main:574] : INFO : Epoch 2033 | loss: 0.0311333 | val_loss: 0.0311678 | Time: 1766.94 ms
[2021-09-06 13:19:53 main:574] : INFO : Epoch 2034 | loss: 0.0311316 | val_loss: 0.0311789 | Time: 1779.35 ms
[2021-09-06 13:19:55 main:574] : INFO : Epoch 2035 | loss: 0.0311334 | val_loss: 0.0311759 | Time: 1741.46 ms
[2021-09-06 13:19:57 main:574] : INFO : Epoch 2036 | loss: 0.0311303 | val_loss: 0.0311607 | Time: 1749.12 ms
[2021-09-06 13:19:59 main:574] : INFO : Epoch 2037 | loss: 0.0311264 | val_loss: 0.0311652 | Time: 1781.3 ms
[2021-09-06 13:20:00 main:574] : INFO : Epoch 2038 | loss: 0.0311349 | val_loss: 0.0311679 | Time: 1768.12 ms
[2021-09-06 13:20:02 main:574] : INFO : Epoch 2039 | loss: 0.0311319 | val_loss: 0.0311631 | Time: 1783.96 ms
[2021-09-06 13:20:04 main:574] : INFO : Epoch 2040 | loss: 0.0311286 | val_loss: 0.0311607 | Time: 1825.51 ms
[2021-09-06 13:20:06 main:574] : INFO : Epoch 2041 | loss: 0.0311267 | val_loss: 0.0311645 | Time: 1720.88 ms
[2021-09-06 13:20:07 main:574] : INFO : Epoch 2042 | loss: 0.0311261 | val_loss: 0.0311614 | Time: 1758.69 ms
[2021-09-06 13:20:09 main:574] : INFO : Epoch 2043 | loss: 0.0311243 | val_loss: 0.0311612 | Time: 1804.91 ms
[2021-09-06 13:20:11 main:574] : INFO : Epoch 2044 | loss: 0.0311235 | val_loss: 0.0311706 | Time: 1737.71 ms
[2021-09-06 13:20:13 main:574] : INFO : Epoch 2045 | loss: 0.0311242 | val_loss: 0.0311674 | Time: 1728.34 ms
[2021-09-06 13:20:15 main:574] : INFO : Epoch 2046 | loss: 0.0311344 | val_loss: 0.0311674 | Time: 1744.63 ms
[2021-09-06 13:20:16 main:574] : INFO : Epoch 2047 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1743.43 ms
[2021-09-06 13:20:18 main:574] : INFO : Epoch 2048 | loss: 0.0311508 | val_loss: 0.0311618 | Time: 1761.93 ms
[2021-09-06 13:20:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311618
[2021-09-06 13:20:18 main:603] : INFO : Saving end state to config to file
[2021-09-06 13:20:18 main:608] : INFO : Success, exiting..
13:20:18 (12432): 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)