Task 14620111
| Name | ParityModified-1647047094-3796-3-0_1 |
| Workunit | 11639183 |
| Created | 14 Apr 2022, 5:26:21 UTC |
| Sent | 14 Apr 2022, 5:26:28 UTC |
| Report deadline | 22 Apr 2022, 5:26:28 UTC |
| Received | 14 Apr 2022, 6:26:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 59 min 46 sec |
| CPU time | 58 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311875 | Time: 1727.33 ms
[2022-04-14 08:11:41 main:574] : INFO : Epoch 1543 | loss: 0.0311419 | val_loss: 0.0311748 | Time: 1718.17 ms
[2022-04-14 08:11:43 main:574] : INFO : Epoch 1544 | loss: 0.0311512 | val_loss: 0.0311852 | Time: 1727.8 ms
[2022-04-14 08:11:45 main:574] : INFO : Epoch 1545 | loss: 0.0311581 | val_loss: 0.031176 | Time: 1712.56 ms
[2022-04-14 08:11:46 main:574] : INFO : Epoch 1546 | loss: 0.0311473 | val_loss: 0.0311726 | Time: 1762.67 ms
[2022-04-14 08:11:48 main:574] : INFO : Epoch 1547 | loss: 0.0311492 | val_loss: 0.0311709 | Time: 1739.7 ms
[2022-04-14 08:11:50 main:574] : INFO : Epoch 1548 | loss: 0.0311452 | val_loss: 0.0311719 | Time: 1751.61 ms
[2022-04-14 08:11:52 main:574] : INFO : Epoch 1549 | loss: 0.031144 | val_loss: 0.031177 | Time: 1793.25 ms
[2022-04-14 08:11:54 main:574] : INFO : Epoch 1550 | loss: 0.031143 | val_loss: 0.0311729 | Time: 1725.16 ms
[2022-04-14 08:11:55 main:574] : INFO : Epoch 1551 | loss: 0.0311399 | val_loss: 0.0311749 | Time: 1810.61 ms
[2022-04-14 08:11:57 main:574] : INFO : Epoch 1552 | loss: 0.0311407 | val_loss: 0.0311696 | Time: 1743.21 ms
[2022-04-14 08:11:59 main:574] : INFO : Epoch 1553 | loss: 0.031144 | val_loss: 0.0311718 | Time: 1746.44 ms
[2022-04-14 08:12:01 main:574] : INFO : Epoch 1554 | loss: 0.0311433 | val_loss: 0.0311749 | Time: 1760.83 ms
[2022-04-14 08:12:02 main:574] : INFO : Epoch 1555 | loss: 0.0311408 | val_loss: 0.0311684 | Time: 1771.2 ms
[2022-04-14 08:12:04 main:574] : INFO : Epoch 1556 | loss: 0.0311409 | val_loss: 0.0311815 | Time: 1750.87 ms
[2022-04-14 08:12:06 main:574] : INFO : Epoch 1557 | loss: 0.0311451 | val_loss: 0.031169 | Time: 1846.84 ms
[2022-04-14 08:12:08 main:574] : INFO : Epoch 1558 | loss: 0.0311455 | val_loss: 0.0311777 | Time: 1743.72 ms
[2022-04-14 08:12:10 main:574] : INFO : Epoch 1559 | loss: 0.0311424 | val_loss: 0.0311762 | Time: 1727.22 ms
[2022-04-14 08:12:11 main:574] : INFO : Epoch 1560 | loss: 0.0311429 | val_loss: 0.0311753 | Time: 1768.99 ms
[2022-04-14 08:12:13 main:574] : INFO : Epoch 1561 | loss: 0.0311417 | val_loss: 0.0311735 | Time: 1792.83 ms
[2022-04-14 08:12:15 main:574] : INFO : Epoch 1562 | loss: 0.031142 | val_loss: 0.0311753 | Time: 1802.22 ms
[2022-04-14 08:12:17 main:574] : INFO : Epoch 1563 | loss: 0.0311439 | val_loss: 0.0311768 | Time: 1746.2 ms
[2022-04-14 08:12:18 main:574] : INFO : Epoch 1564 | loss: 0.0311428 | val_loss: 0.0311749 | Time: 1791.73 ms
[2022-04-14 08:12:20 main:574] : INFO : Epoch 1565 | loss: 0.0311467 | val_loss: 0.0311746 | Time: 1737.06 ms
[2022-04-14 08:12:22 main:574] : INFO : Epoch 1566 | loss: 0.0311492 | val_loss: 0.0311797 | Time: 1761.77 ms
[2022-04-14 08:12:24 main:574] : INFO : Epoch 1567 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 1778.54 ms
[2022-04-14 08:12:25 main:574] : INFO : Epoch 1568 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 1707.17 ms
[2022-04-14 08:12:27 main:574] : INFO : Epoch 1569 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 1717.89 ms
[2022-04-14 08:12:29 main:574] : INFO : Epoch 1570 | loss: 0.0311483 | val_loss: 0.0311702 | Time: 1709.47 ms
[2022-04-14 08:12:31 main:574] : INFO : Epoch 1571 | loss: 0.0311496 | val_loss: 0.031172 | Time: 1728.69 ms
[2022-04-14 08:12:32 main:574] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311763 | Time: 1768.63 ms
[2022-04-14 08:12:34 main:574] : INFO : Epoch 1573 | loss: 0.0311623 | val_loss: 0.0311752 | Time: 1739.98 ms
[2022-04-14 08:12:36 main:574] : INFO : Epoch 1574 | loss: 0.0311626 | val_loss: 0.031207 | Time: 1744.19 ms
[2022-04-14 08:12:38 main:574] : INFO : Epoch 1575 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 1731.19 ms
[2022-04-14 08:12:39 main:574] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 1716.02 ms
[2022-04-14 08:12:41 main:574] : INFO : Epoch 1577 | loss: 0.0311541 | val_loss: 0.0311808 | Time: 1733.96 ms
[2022-04-14 08:12:43 main:574] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311734 | Time: 1765.43 ms
[2022-04-14 08:12:45 main:574] : INFO : Epoch 1579 | loss: 0.0311558 | val_loss: 0.031171 | Time: 1740.07 ms
[2022-04-14 08:12:46 main:574] : INFO : Epoch 1580 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1725.22 ms
[2022-04-14 08:12:48 main:574] : INFO : Epoch 1581 | loss: 0.0311494 | val_loss: 0.0311731 | Time: 1721.69 ms
[2022-04-14 08:12:50 main:574] : INFO : Epoch 1582 | loss: 0.0311491 | val_loss: 0.0311735 | Time: 1715.77 ms
[2022-04-14 08:12:52 main:574] : INFO : Epoch 1583 | loss: 0.0311484 | val_loss: 0.0311759 | Time: 1727.24 ms
[2022-04-14 08:12:53 main:574] : INFO : Epoch 1584 | loss: 0.0311504 | val_loss: 0.0311729 | Time: 1796.71 ms
[2022-04-14 08:12:55 main:574] : INFO : Epoch 1585 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 1737.01 ms
[2022-04-14 08:12:57 main:574] : INFO : Epoch 1586 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 1710.34 ms
[2022-04-14 08:12:59 main:574] : INFO : Epoch 1587 | loss: 0.0311577 | val_loss: 0.0311806 | Time: 1728.86 ms
[2022-04-14 08:13:00 main:574] : INFO : Epoch 1588 | loss: 0.0311479 | val_loss: 0.031179 | Time: 1725.9 ms
[2022-04-14 08:13:02 main:574] : INFO : Epoch 1589 | loss: 0.031146 | val_loss: 0.0311725 | Time: 1874.17 ms
[2022-04-14 08:13:04 main:574] : INFO : Epoch 1590 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 1735.61 ms
[2022-04-14 08:13:06 main:574] : INFO : Epoch 1591 | loss: 0.0311469 | val_loss: 0.031176 | Time: 1718.99 ms
[2022-04-14 08:13:07 main:574] : INFO : Epoch 1592 | loss: 0.0311619 | val_loss: 0.031173 | Time: 1734.67 ms
[2022-04-14 08:13:09 main:574] : INFO : Epoch 1593 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 1724.79 ms
[2022-04-14 08:13:11 main:574] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 1721.74 ms
[2022-04-14 08:13:13 main:574] : INFO : Epoch 1595 | loss: 0.031161 | val_loss: 0.0311697 | Time: 1725.14 ms
[2022-04-14 08:13:14 main:574] : INFO : Epoch 1596 | loss: 0.0311555 | val_loss: 0.031173 | Time: 1739.11 ms
[2022-04-14 08:13:16 main:574] : INFO : Epoch 1597 | loss: 0.0311563 | val_loss: 0.0311734 | Time: 1721.61 ms
[2022-04-14 08:13:18 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311713 | Time: 1728.74 ms
[2022-04-14 08:13:20 main:574] : INFO : Epoch 1599 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 1719.68 ms
[2022-04-14 08:13:21 main:574] : INFO : Epoch 1600 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 1728.2 ms
[2022-04-14 08:13:23 main:574] : INFO : Epoch 1601 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 1715.76 ms
[2022-04-14 08:13:25 main:574] : INFO : Epoch 1602 | loss: 0.0311489 | val_loss: 0.0311728 | Time: 1718.59 ms
[2022-04-14 08:13:26 main:574] : INFO : Epoch 1603 | loss: 0.0311532 | val_loss: 0.0311884 | Time: 1733.52 ms
[2022-04-14 08:13:28 main:574] : INFO : Epoch 1604 | loss: 0.0311571 | val_loss: 0.0311791 | Time: 1729.74 ms
[2022-04-14 08:13:30 main:574] : INFO : Epoch 1605 | loss: 0.0311511 | val_loss: 0.031175 | Time: 1715.32 ms
[2022-04-14 08:13:32 main:574] : INFO : Epoch 1606 | loss: 0.0311499 | val_loss: 0.0311761 | Time: 1718.31 ms
[2022-04-14 08:13:33 main:574] : INFO : Epoch 1607 | loss: 0.0311474 | val_loss: 0.0311794 | Time: 1717.88 ms
[2022-04-14 08:13:35 main:574] : INFO : Epoch 1608 | loss: 0.0311475 | val_loss: 0.0311724 | Time: 1728.3 ms
[2022-04-14 08:13:37 main:574] : INFO : Epoch 1609 | loss: 0.03115 | val_loss: 0.0311696 | Time: 1755.2 ms
[2022-04-14 08:13:39 main:574] : INFO : Epoch 1610 | loss: 0.0311535 | val_loss: 0.0311799 | Time: 1755.61 ms
[2022-04-14 08:13:40 main:574] : INFO : Epoch 1611 | loss: 0.0311506 | val_loss: 0.0311719 | Time: 1754.16 ms
[2022-04-14 08:13:42 main:574] : INFO : Epoch 1612 | loss: 0.0311456 | val_loss: 0.0311722 | Time: 1756.71 ms
[2022-04-14 08:13:44 main:574] : INFO : Epoch 1613 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 1718.38 ms
[2022-04-14 08:13:46 main:574] : INFO : Epoch 1614 | loss: 0.0311422 | val_loss: 0.0311707 | Time: 1738.13 ms
[2022-04-14 08:13:47 main:574] : INFO : Epoch 1615 | loss: 0.0311423 | val_loss: 0.0311726 | Time: 1770.04 ms
[2022-04-14 08:13:49 main:574] : INFO : Epoch 1616 | loss: 0.03114 | val_loss: 0.0311742 | Time: 1803.54 ms
[2022-04-14 08:13:51 main:574] : INFO : Epoch 1617 | loss: 0.0311407 | val_loss: 0.0311721 | Time: 1797.28 ms
[2022-04-14 08:13:53 main:574] : INFO : Epoch 1618 | loss: 0.0311426 | val_loss: 0.0311708 | Time: 1727.28 ms
[2022-04-14 08:13:55 main:574] : INFO : Epoch 1619 | loss: 0.0311424 | val_loss: 0.0311747 | Time: 1733.06 ms
[2022-04-14 08:13:56 main:574] : INFO : Epoch 1620 | loss: 0.0311411 | val_loss: 0.0311752 | Time: 1737.53 ms
[2022-04-14 08:13:58 main:574] : INFO : Epoch 1621 | loss: 0.0311404 | val_loss: 0.0311849 | Time: 1761.49 ms
[2022-04-14 08:14:00 main:574] : INFO : Epoch 1622 | loss: 0.0311405 | val_loss: 0.0311733 | Time: 1746.41 ms
[2022-04-14 08:14:02 main:574] : INFO : Epoch 1623 | loss: 0.0311422 | val_loss: 0.0311796 | Time: 1735.83 ms
[2022-04-14 08:14:03 main:574] : INFO : Epoch 1624 | loss: 0.031139 | val_loss: 0.0311743 | Time: 1840.98 ms
[2022-04-14 08:14:05 main:574] : INFO : Epoch 1625 | loss: 0.0311401 | val_loss: 0.0311715 | Time: 1756.81 ms
[2022-04-14 08:14:07 main:574] : INFO : Epoch 1626 | loss: 0.031138 | val_loss: 0.0311765 | Time: 1733.94 ms
[2022-04-14 08:14:09 main:574] : INFO : Epoch 1627 | loss: 0.0311416 | val_loss: 0.031175 | Time: 1761.93 ms
[2022-04-14 08:14:10 main:574] : INFO : Epoch 1628 | loss: 0.0316019 | val_loss: 0.0355654 | Time: 1773.94 ms
[2022-04-14 08:14:12 main:574] : INFO : Epoch 1629 | loss: 0.0342259 | val_loss: 0.0317889 | Time: 1732.14 ms
[2022-04-14 08:14:14 main:574] : INFO : Epoch 1630 | loss: 0.0314779 | val_loss: 0.0312647 | Time: 1752.27 ms
[2022-04-14 08:14:16 main:574] : INFO : Epoch 1631 | loss: 0.031258 | val_loss: 0.0312144 | Time: 1717.22 ms
[2022-04-14 08:14:17 main:574] : INFO : Epoch 1632 | loss: 0.0312147 | val_loss: 0.0312042 | Time: 1755.05 ms
[2022-04-14 08:14:19 main:574] : INFO : Epoch 1633 | loss: 0.0312054 | val_loss: 0.0312054 | Time: 1739.45 ms
[2022-04-14 08:14:21 main:574] : INFO : Epoch 1634 | loss: 0.0312045 | val_loss: 0.0312031 | Time: 1737.91 ms
[2022-04-14 08:14:23 main:574] : INFO : Epoch 1635 | loss: 0.0312055 | val_loss: 0.0312055 | Time: 1745.28 ms
[2022-04-14 08:14:25 main:574] : INFO : Epoch 1636 | loss: 0.0312042 | val_loss: 0.0311995 | Time: 1823.14 ms
[2022-04-14 08:14:26 main:574] : INFO : Epoch 1637 | loss: 0.0312012 | val_loss: 0.0311955 | Time: 1727.46 ms
[2022-04-14 08:14:28 main:574] : INFO : Epoch 1638 | loss: 0.031199 | val_loss: 0.0311952 | Time: 1793.41 ms
[2022-04-14 08:14:30 main:574] : INFO : Epoch 1639 | loss: 0.0311982 | val_loss: 0.0311969 | Time: 1788.8 ms
[2022-04-14 08:14:32 main:574] : INFO : Epoch 1640 | loss: 0.0311992 | val_loss: 0.0311944 | Time: 1723.7 ms
[2022-04-14 08:14:33 main:574] : INFO : Epoch 1641 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 1735.83 ms
[2022-04-14 08:14:35 main:574] : INFO : Epoch 1642 | loss: 0.0311982 | val_loss: 0.0311929 | Time: 1727.63 ms
[2022-04-14 08:14:37 main:574] : INFO : Epoch 1643 | loss: 0.0311957 | val_loss: 0.0311924 | Time: 1746.57 ms
[2022-04-14 08:14:39 main:574] : INFO : Epoch 1644 | loss: 0.0311945 | val_loss: 0.0311972 | Time: 1724.11 ms
[2022-04-14 08:14:40 main:574] : INFO : Epoch 1645 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 1709.83 ms
[2022-04-14 08:14:42 main:574] : INFO : Epoch 1646 | loss: 0.0311927 | val_loss: 0.0311902 | Time: 1714.66 ms
[2022-04-14 08:14:44 main:574] : INFO : Epoch 1647 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 1773.22 ms
[2022-04-14 08:14:46 main:574] : INFO : Epoch 1648 | loss: 0.0311909 | val_loss: 0.0311884 | Time: 1766.3 ms
[2022-04-14 08:14:47 main:574] : INFO : Epoch 1649 | loss: 0.0311878 | val_loss: 0.0311863 | Time: 1752.07 ms
[2022-04-14 08:14:49 main:574] : INFO : Epoch 1650 | loss: 0.031187 | val_loss: 0.0311867 | Time: 1729.63 ms
[2022-04-14 08:14:51 main:574] : INFO : Epoch 1651 | loss: 0.0311873 | val_loss: 0.0311853 | Time: 1719.92 ms
[2022-04-14 08:14:53 main:574] : INFO : Epoch 1652 | loss: 0.0311867 | val_loss: 0.0311843 | Time: 1707.28 ms
[2022-04-14 08:14:54 main:574] : INFO : Epoch 1653 | loss: 0.0311871 | val_loss: 0.031184 | Time: 1718.18 ms
[2022-04-14 08:14:56 main:574] : INFO : Epoch 1654 | loss: 0.0311864 | val_loss: 0.031183 | Time: 1716.25 ms
[2022-04-14 08:14:58 main:574] : INFO : Epoch 1655 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 1716.04 ms
[2022-04-14 08:14:59 main:574] : INFO : Epoch 1656 | loss: 0.0311841 | val_loss: 0.0311827 | Time: 1715.29 ms
[2022-04-14 08:15:01 main:574] : INFO : Epoch 1657 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 1712.1 ms
[2022-04-14 08:15:03 main:574] : INFO : Epoch 1658 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1715.72 ms
[2022-04-14 08:15:05 main:574] : INFO : Epoch 1659 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 1714.67 ms
[2022-04-14 08:15:06 main:574] : INFO : Epoch 1660 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1731.63 ms
[2022-04-14 08:15:08 main:574] : INFO : Epoch 1661 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 1724.75 ms
[2022-04-14 08:15:10 main:574] : INFO : Epoch 1662 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1719.92 ms
[2022-04-14 08:15:12 main:574] : INFO : Epoch 1663 | loss: 0.031171 | val_loss: 0.0311777 | Time: 1710.32 ms
[2022-04-14 08:15:13 main:574] : INFO : Epoch 1664 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 1713.16 ms
[2022-04-14 08:15:15 main:574] : INFO : Epoch 1665 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1728.68 ms
[2022-04-14 08:15:17 main:574] : INFO : Epoch 1666 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 1718.79 ms
[2022-04-14 08:15:18 main:574] : INFO : Epoch 1667 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 1726.39 ms
[2022-04-14 08:15:20 main:574] : INFO : Epoch 1668 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 1712.5 ms
[2022-04-14 08:15:22 main:574] : INFO : Epoch 1669 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 1712.75 ms
[2022-04-14 08:15:24 main:574] : INFO : Epoch 1670 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1730.24 ms
[2022-04-14 08:15:25 main:574] : INFO : Epoch 1671 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 1736.06 ms
[2022-04-14 08:15:27 main:574] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1722.01 ms
[2022-04-14 08:15:29 main:574] : INFO : Epoch 1673 | loss: 0.031166 | val_loss: 0.0311735 | Time: 1722.19 ms
[2022-04-14 08:15:31 main:574] : INFO : Epoch 1674 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1714.58 ms
[2022-04-14 08:15:32 main:574] : INFO : Epoch 1675 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1718.03 ms
[2022-04-14 08:15:34 main:574] : INFO : Epoch 1676 | loss: 0.0311679 | val_loss: 0.0311841 | Time: 1721.7 ms
[2022-04-14 08:15:36 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 1728.87 ms
[2022-04-14 08:15:37 main:574] : INFO : Epoch 1678 | loss: 0.031165 | val_loss: 0.0311715 | Time: 1731.52 ms
[2022-04-14 08:15:39 main:574] : INFO : Epoch 1679 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 1714.21 ms
[2022-04-14 08:15:41 main:574] : INFO : Epoch 1680 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1725.95 ms
[2022-04-14 08:15:43 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1753.68 ms
[2022-04-14 08:15:44 main:574] : INFO : Epoch 1682 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 1738.35 ms
[2022-04-14 08:15:46 main:574] : INFO : Epoch 1683 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 1738.79 ms
[2022-04-14 08:15:48 main:574] : INFO : Epoch 1684 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 1775.91 ms
[2022-04-14 08:15:50 main:574] : INFO : Epoch 1685 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 1759.16 ms
[2022-04-14 08:15:51 main:574] : INFO : Epoch 1686 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 1731.33 ms
[2022-04-14 08:15:53 main:574] : INFO : Epoch 1687 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 1762.07 ms
[2022-04-14 08:15:55 main:574] : INFO : Epoch 1688 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 1718.02 ms
[2022-04-14 08:15:57 main:574] : INFO : Epoch 1689 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 1717.4 ms
[2022-04-14 08:15:59 main:574] : INFO : Epoch 1690 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1857.33 ms
[2022-04-14 08:16:00 main:574] : INFO : Epoch 1691 | loss: 0.031165 | val_loss: 0.031172 | Time: 1750.84 ms
[2022-04-14 08:16:02 main:574] : INFO : Epoch 1692 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1722.32 ms
[2022-04-14 08:16:04 main:574] : INFO : Epoch 1693 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1734.99 ms
[2022-04-14 08:16:06 main:574] : INFO : Epoch 1694 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1718.88 ms
[2022-04-14 08:16:07 main:574] : INFO : Epoch 1695 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1729.64 ms
[2022-04-14 08:16:09 main:574] : INFO : Epoch 1696 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 1727.89 ms
[2022-04-14 08:16:11 main:574] : INFO : Epoch 1697 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1730.83 ms
[2022-04-14 08:16:12 main:574] : INFO : Epoch 1698 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1723.1 ms
[2022-04-14 08:16:14 main:574] : INFO : Epoch 1699 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 1753.19 ms
[2022-04-14 08:16:16 main:574] : INFO : Epoch 1700 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 1728.87 ms
[2022-04-14 08:16:18 main:574] : INFO : Epoch 1701 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 1713.93 ms
[2022-04-14 08:16:19 main:574] : INFO : Epoch 1702 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 1721.07 ms
[2022-04-14 08:16:21 main:574] : INFO : Epoch 1703 | loss: 0.0311628 | val_loss: 0.031168 | Time: 1721.72 ms
[2022-04-14 08:16:23 main:574] : INFO : Epoch 1704 | loss: 0.0311622 | val_loss: 0.031174 | Time: 1726.41 ms
[2022-04-14 08:16:25 main:574] : INFO : Epoch 1705 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 1716.84 ms
[2022-04-14 08:16:26 main:574] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 1717.65 ms
[2022-04-14 08:16:28 main:574] : INFO : Epoch 1707 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 1723.58 ms
[2022-04-14 08:16:30 main:574] : INFO : Epoch 1708 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1721.4 ms
[2022-04-14 08:16:32 main:574] : INFO : Epoch 1709 | loss: 0.0311653 | val_loss: 0.0311722 | Time: 1715.87 ms
[2022-04-14 08:16:33 main:574] : INFO : Epoch 1710 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 1727.96 ms
[2022-04-14 08:16:35 main:574] : INFO : Epoch 1711 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 1723.9 ms
[2022-04-14 08:16:37 main:574] : INFO : Epoch 1712 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1717.29 ms
[2022-04-14 08:16:38 main:574] : INFO : Epoch 1713 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1718.53 ms
[2022-04-14 08:16:40 main:574] : INFO : Epoch 1714 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 1709.65 ms
[2022-04-14 08:16:42 main:574] : INFO : Epoch 1715 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 1719.57 ms
[2022-04-14 08:16:44 main:574] : INFO : Epoch 1716 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 1719.66 ms
[2022-04-14 08:16:45 main:574] : INFO : Epoch 1717 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 1722.95 ms
[2022-04-14 08:16:47 main:574] : INFO : Epoch 1718 | loss: 0.0311611 | val_loss: 0.0311778 | Time: 1711.41 ms
[2022-04-14 08:16:49 main:574] : INFO : Epoch 1719 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 1720.73 ms
[2022-04-14 08:16:51 main:574] : INFO : Epoch 1720 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 1716.93 ms
[2022-04-14 08:16:52 main:574] : INFO : Epoch 1721 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 1731.85 ms
[2022-04-14 08:16:54 main:574] : INFO : Epoch 1722 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 1719.2 ms
[2022-04-14 08:16:56 main:574] : INFO : Epoch 1723 | loss: 0.0311627 | val_loss: 0.0311727 | Time: 1767.03 ms
[2022-04-14 08:16:58 main:574] : INFO : Epoch 1724 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1779.05 ms
[2022-04-14 08:16:59 main:574] : INFO : Epoch 1725 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1754.19 ms
[2022-04-14 08:17:01 main:574] : INFO : Epoch 1726 | loss: 0.0311616 | val_loss: 0.0311691 | Time: 1713.46 ms
[2022-04-14 08:17:03 main:574] : INFO : Epoch 1727 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 1743.38 ms
[2022-04-14 08:17:05 main:574] : INFO : Epoch 1728 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1728.15 ms
[2022-04-14 08:17:06 main:574] : INFO : Epoch 1729 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 1715.88 ms
[2022-04-14 08:17:08 main:574] : INFO : Epoch 1730 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1714.46 ms
[2022-04-14 08:17:10 main:574] : INFO : Epoch 1731 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 1721.59 ms
[2022-04-14 08:17:11 main:574] : INFO : Epoch 1732 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1725.39 ms
[2022-04-14 08:17:13 main:574] : INFO : Epoch 1733 | loss: 0.0311607 | val_loss: 0.0311709 | Time: 1708.83 ms
[2022-04-14 08:17:15 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.031172 | Time: 1727.26 ms
[2022-04-14 08:17:17 main:574] : INFO : Epoch 1735 | loss: 0.0311635 | val_loss: 0.0311698 | Time: 1738.57 ms
[2022-04-14 08:17:18 main:574] : INFO : Epoch 1736 | loss: 0.0311633 | val_loss: 0.031171 | Time: 1730.78 ms
[2022-04-14 08:17:20 main:574] : INFO : Epoch 1737 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1717.26 ms
[2022-04-14 08:17:22 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 1723.81 ms
[2022-04-14 08:17:24 main:574] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 1717.02 ms
[2022-04-14 08:17:25 main:574] : INFO : Epoch 1740 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 1720.27 ms
[2022-04-14 08:17:27 main:574] : INFO : Epoch 1741 | loss: 0.031162 | val_loss: 0.0311697 | Time: 1721.03 ms
[2022-04-14 08:17:29 main:574] : INFO : Epoch 1742 | loss: 0.0311606 | val_loss: 0.0311692 | Time: 1725.45 ms
[2022-04-14 08:17:30 main:574] : INFO : Epoch 1743 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 1711.4 ms
[2022-04-14 08:17:32 main:574] : INFO : Epoch 1744 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 1714.89 ms
[2022-04-14 08:17:34 main:574] : INFO : Epoch 1745 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 1732.72 ms
[2022-04-14 08:17:36 main:574] : INFO : Epoch 1746 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 1718.58 ms
[2022-04-14 08:17:37 main:574] : INFO : Epoch 1747 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 1728.51 ms
[2022-04-14 08:17:39 main:574] : INFO : Epoch 1748 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1732.77 ms
[2022-04-14 08:17:41 main:574] : INFO : Epoch 1749 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1718.02 ms
[2022-04-14 08:17:43 main:574] : INFO : Epoch 1750 | loss: 0.0311611 | val_loss: 0.0311694 | Time: 1724.73 ms
[2022-04-14 08:17:44 main:574] : INFO : Epoch 1751 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1719.69 ms
[2022-04-14 08:17:46 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 1744.4 ms
[2022-04-14 08:17:48 main:574] : INFO : Epoch 1753 | loss: 0.0311591 | val_loss: 0.0311679 | Time: 1727.2 ms
[2022-04-14 08:17:50 main:574] : INFO : Epoch 1754 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 1720.28 ms
[2022-04-14 08:17:51 main:574] : INFO : Epoch 1755 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 1718.24 ms
[2022-04-14 08:17:53 main:574] : INFO : Epoch 1756 | loss: 0.0311595 | val_loss: 0.031169 | Time: 1723.4 ms
[2022-04-14 08:17:55 main:574] : INFO : Epoch 1757 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 1728.59 ms
[2022-04-14 08:17:56 main:574] : INFO : Epoch 1758 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 1715.31 ms
[2022-04-14 08:17:58 main:574] : INFO : Epoch 1759 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1734.62 ms
[2022-04-14 08:18:00 main:574] : INFO : Epoch 1760 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 1727.64 ms
[2022-04-14 08:18:02 main:574] : INFO : Epoch 1761 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1746.03 ms
[2022-04-14 08:18:03 main:574] : INFO : Epoch 1762 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1740.98 ms
[2022-04-14 08:18:05 main:574] : INFO : Epoch 1763 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1760.03 ms
[2022-04-14 08:18:07 main:574] : INFO : Epoch 1764 | loss: 0.0311579 | val_loss: 0.0311708 | Time: 1722.09 ms
[2022-04-14 08:18:09 main:574] : INFO : Epoch 1765 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1732.62 ms
[2022-04-14 08:18:10 main:574] : INFO : Epoch 1766 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 1732.26 ms
[2022-04-14 08:18:12 main:574] : INFO : Epoch 1767 | loss: 0.0311575 | val_loss: 0.03117 | Time: 1713.87 ms
[2022-04-14 08:18:14 main:574] : INFO : Epoch 1768 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 1711.85 ms
[2022-04-14 08:18:16 main:574] : INFO : Epoch 1769 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 1715.52 ms
[2022-04-14 08:18:17 main:574] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 1736.86 ms
[2022-04-14 08:18:19 main:574] : INFO : Epoch 1771 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 1731.23 ms
[2022-04-14 08:18:21 main:574] : INFO : Epoch 1772 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 1724.01 ms
[2022-04-14 08:18:23 main:574] : INFO : Epoch 1773 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1719.07 ms
[2022-04-14 08:18:24 main:574] : INFO : Epoch 1774 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1741.33 ms
[2022-04-14 08:18:26 main:574] : INFO : Epoch 1775 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 1715.11 ms
[2022-04-14 08:18:28 main:574] : INFO : Epoch 1776 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 1720.26 ms
[2022-04-14 08:18:29 main:574] : INFO : Epoch 1777 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 1722.97 ms
[2022-04-14 08:18:31 main:574] : INFO : Epoch 1778 | loss: 0.0311617 | val_loss: 0.031169 | Time: 1719.36 ms
[2022-04-14 08:18:33 main:574] : INFO : Epoch 1779 | loss: 0.0311593 | val_loss: 0.031171 | Time: 1712.22 ms
[2022-04-14 08:18:35 main:574] : INFO : Epoch 1780 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 1714.48 ms
[2022-04-14 08:18:36 main:574] : INFO : Epoch 1781 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 1717.32 ms
[2022-04-14 08:18:38 main:574] : INFO : Epoch 1782 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1711.09 ms
[2022-04-14 08:18:40 main:574] : INFO : Epoch 1783 | loss: 0.0311588 | val_loss: 0.031168 | Time: 1721.92 ms
[2022-04-14 08:18:42 main:574] : INFO : Epoch 1784 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1724.08 ms
[2022-04-14 08:18:43 main:574] : INFO : Epoch 1785 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 1712.66 ms
[2022-04-14 08:18:45 main:574] : INFO : Epoch 1786 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 1717.95 ms
[2022-04-14 08:18:47 main:574] : INFO : Epoch 1787 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1720.66 ms
[2022-04-14 08:18:48 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311679 | Time: 1723.74 ms
[2022-04-14 08:18:50 main:574] : INFO : Epoch 1789 | loss: 0.0311683 | val_loss: 0.031174 | Time: 1716.54 ms
[2022-04-14 08:18:52 main:574] : INFO : Epoch 1790 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 1713.74 ms
[2022-04-14 08:18:54 main:574] : INFO : Epoch 1791 | loss: 0.0311705 | val_loss: 0.031173 | Time: 1711.91 ms
[2022-04-14 08:18:55 main:574] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 1714.87 ms
[2022-04-14 08:18:57 main:574] : INFO : Epoch 1793 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 1712.25 ms
[2022-04-14 08:18:59 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311713 | Time: 1718.72 ms
[2022-04-14 08:19:01 main:574] : INFO : Epoch 1795 | loss: 0.0311689 | val_loss: 0.031171 | Time: 1723.72 ms
[2022-04-14 08:19:02 main:574] : INFO : Epoch 1796 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 1714.04 ms
[2022-04-14 08:19:04 main:574] : INFO : Epoch 1797 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1732.09 ms
[2022-04-14 08:19:06 main:574] : INFO : Epoch 1798 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1721.91 ms
[2022-04-14 08:19:08 main:574] : INFO : Epoch 1799 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1784.1 ms
[2022-04-14 08:19:09 main:574] : INFO : Epoch 1800 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 1726.99 ms
[2022-04-14 08:19:11 main:574] : INFO : Epoch 1801 | loss: 0.0311704 | val_loss: 0.0311707 | Time: 1737.64 ms
[2022-04-14 08:19:13 main:574] : INFO : Epoch 1802 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1721.25 ms
[2022-04-14 08:19:14 main:574] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 1719.89 ms
[2022-04-14 08:19:16 main:574] : INFO : Epoch 1804 | loss: 0.031164 | val_loss: 0.0311681 | Time: 1714.4 ms
[2022-04-14 08:19:18 main:574] : INFO : Epoch 1805 | loss: 0.031163 | val_loss: 0.0311702 | Time: 1730.07 ms
[2022-04-14 08:19:20 main:574] : INFO : Epoch 1806 | loss: 0.0311648 | val_loss: 0.0311683 | Time: 1719.45 ms
[2022-04-14 08:19:21 main:574] : INFO : Epoch 1807 | loss: 0.0311648 | val_loss: 0.031175 | Time: 1717.92 ms
[2022-04-14 08:19:23 main:574] : INFO : Epoch 1808 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 1723.86 ms
[2022-04-14 08:19:25 main:574] : INFO : Epoch 1809 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 1730.25 ms
[2022-04-14 08:19:27 main:574] : INFO : Epoch 1810 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 1704.63 ms
[2022-04-14 08:19:28 main:574] : INFO : Epoch 1811 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1736.49 ms
[2022-04-14 08:19:30 main:574] : INFO : Epoch 1812 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1738.94 ms
[2022-04-14 08:19:32 main:574] : INFO : Epoch 1813 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 1735.8 ms
[2022-04-14 08:19:34 main:574] : INFO : Epoch 1814 | loss: 0.0311606 | val_loss: 0.031171 | Time: 1713.68 ms
[2022-04-14 08:19:35 main:574] : INFO : Epoch 1815 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 1719.31 ms
[2022-04-14 08:19:37 main:574] : INFO : Epoch 1816 | loss: 0.0311601 | val_loss: 0.031171 | Time: 1717.76 ms
[2022-04-14 08:19:39 main:574] : INFO : Epoch 1817 | loss: 0.03116 | val_loss: 0.0311693 | Time: 1708.89 ms
[2022-04-14 08:19:40 main:574] : INFO : Epoch 1818 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1711.76 ms
[2022-04-14 08:19:42 main:574] : INFO : Epoch 1819 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 1731.4 ms
[2022-04-14 08:19:44 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1715.94 ms
[2022-04-14 08:19:46 main:574] : INFO : Epoch 1821 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1720.76 ms
[2022-04-14 08:19:47 main:574] : INFO : Epoch 1822 | loss: 0.0311617 | val_loss: 0.0311762 | Time: 1718.19 ms
[2022-04-14 08:19:49 main:574] : INFO : Epoch 1823 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 1714.72 ms
[2022-04-14 08:19:51 main:574] : INFO : Epoch 1824 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 1726.46 ms
[2022-04-14 08:19:53 main:574] : INFO : Epoch 1825 | loss: 0.0311612 | val_loss: 0.0311681 | Time: 1730 ms
[2022-04-14 08:19:54 main:574] : INFO : Epoch 1826 | loss: 0.031162 | val_loss: 0.0311673 | Time: 1714.72 ms
[2022-04-14 08:19:56 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311662 | Time: 1730.37 ms
[2022-04-14 08:19:58 main:574] : INFO : Epoch 1828 | loss: 0.03116 | val_loss: 0.0311691 | Time: 1716.51 ms
[2022-04-14 08:19:59 main:574] : INFO : Epoch 1829 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 1709.61 ms
[2022-04-14 08:20:01 main:574] : INFO : Epoch 1830 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 1869.79 ms
[2022-04-14 08:20:03 main:574] : INFO : Epoch 1831 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 1751.95 ms
[2022-04-14 08:20:05 main:574] : INFO : Epoch 1832 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 1715.91 ms
[2022-04-14 08:20:07 main:574] : INFO : Epoch 1833 | loss: 0.0311612 | val_loss: 0.0311681 | Time: 1725.28 ms
[2022-04-14 08:20:08 main:574] : INFO : Epoch 1834 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 1733.56 ms
[2022-04-14 08:20:10 main:574] : INFO : Epoch 1835 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 1714.71 ms
[2022-04-14 08:20:12 main:574] : INFO : Epoch 1836 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 1723.61 ms
[2022-04-14 08:20:14 main:574] : INFO : Epoch 1837 | loss: 0.0311661 | val_loss: 0.0311667 | Time: 1771.36 ms
[2022-04-14 08:20:15 main:574] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 1752.28 ms
[2022-04-14 08:20:17 main:574] : INFO : Epoch 1839 | loss: 0.031164 | val_loss: 0.0311754 | Time: 1746.25 ms
[2022-04-14 08:20:19 main:574] : INFO : Epoch 1840 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1752.95 ms
[2022-04-14 08:20:21 main:574] : INFO : Epoch 1841 | loss: 0.0311711 | val_loss: 0.0311687 | Time: 1717.4 ms
[2022-04-14 08:20:22 main:574] : INFO : Epoch 1842 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1717.23 ms
[2022-04-14 08:20:24 main:574] : INFO : Epoch 1843 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 1736.68 ms
[2022-04-14 08:20:26 main:574] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.0311648 | Time: 1716.38 ms
[2022-04-14 08:20:27 main:574] : INFO : Epoch 1845 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 1717.48 ms
[2022-04-14 08:20:29 main:574] : INFO : Epoch 1846 | loss: 0.0311639 | val_loss: 0.031168 | Time: 1723.87 ms
[2022-04-14 08:20:31 main:574] : INFO : Epoch 1847 | loss: 0.0311632 | val_loss: 0.0311649 | Time: 1717.03 ms
[2022-04-14 08:20:33 main:574] : INFO : Epoch 1848 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 1707.11 ms
[2022-04-14 08:20:34 main:574] : INFO : Epoch 1849 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 1729.34 ms
[2022-04-14 08:20:36 main:574] : INFO : Epoch 1850 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 1730.22 ms
[2022-04-14 08:20:38 main:574] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311639 | Time: 1732.92 ms
[2022-04-14 08:20:40 main:574] : INFO : Epoch 1852 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 1723.9 ms
[2022-04-14 08:20:41 main:574] : INFO : Epoch 1853 | loss: 0.0311598 | val_loss: 0.0311646 | Time: 1721.94 ms
[2022-04-14 08:20:43 main:574] : INFO : Epoch 1854 | loss: 0.0311596 | val_loss: 0.0311649 | Time: 1713.77 ms
[2022-04-14 08:20:45 main:574] : INFO : Epoch 1855 | loss: 0.0311586 | val_loss: 0.031165 | Time: 1715.52 ms
[2022-04-14 08:20:46 main:574] : INFO : Epoch 1856 | loss: 0.0311579 | val_loss: 0.0311632 | Time: 1721.31 ms
[2022-04-14 08:20:48 main:574] : INFO : Epoch 1857 | loss: 0.0311576 | val_loss: 0.0311648 | Time: 1719.02 ms
[2022-04-14 08:20:50 main:574] : INFO : Epoch 1858 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 1723.65 ms
[2022-04-14 08:20:52 main:574] : INFO : Epoch 1859 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 1716.34 ms
[2022-04-14 08:20:53 main:574] : INFO : Epoch 1860 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1713.91 ms
[2022-04-14 08:20:55 main:574] : INFO : Epoch 1861 | loss: 0.0311624 | val_loss: 0.031174 | Time: 1726.64 ms
[2022-04-14 08:20:57 main:574] : INFO : Epoch 1862 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 1725.84 ms
[2022-04-14 08:20:59 main:574] : INFO : Epoch 1863 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 1719.64 ms
[2022-04-14 08:21:00 main:574] : INFO : Epoch 1864 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 1718.83 ms
[2022-04-14 08:21:02 main:574] : INFO : Epoch 1865 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 1723.81 ms
[2022-04-14 08:21:04 main:574] : INFO : Epoch 1866 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 1718.72 ms
[2022-04-14 08:21:06 main:574] : INFO : Epoch 1867 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 1739.53 ms
[2022-04-14 08:21:07 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 1713.98 ms
[2022-04-14 08:21:09 main:574] : INFO : Epoch 1869 | loss: 0.0311622 | val_loss: 0.0311654 | Time: 1716.07 ms
[2022-04-14 08:21:11 main:574] : INFO : Epoch 1870 | loss: 0.0311623 | val_loss: 0.031165 | Time: 1709.36 ms
[2022-04-14 08:21:12 main:574] : INFO : Epoch 1871 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 1752.16 ms
[2022-04-14 08:21:14 main:574] : INFO : Epoch 1872 | loss: 0.0311618 | val_loss: 0.0311652 | Time: 1749.03 ms
[2022-04-14 08:21:16 main:574] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311648 | Time: 1748.95 ms
[2022-04-14 08:21:18 main:574] : INFO : Epoch 1874 | loss: 0.0311594 | val_loss: 0.0311645 | Time: 1741.5 ms
[2022-04-14 08:21:19 main:574] : INFO : Epoch 1875 | loss: 0.031159 | val_loss: 0.0311649 | Time: 1747.03 ms
[2022-04-14 08:21:21 main:574] : INFO : Epoch 1876 | loss: 0.031162 | val_loss: 0.0311738 | Time: 1808.5 ms
[2022-04-14 08:21:23 main:574] : INFO : Epoch 1877 | loss: 0.031161 | val_loss: 0.0311648 | Time: 1755.98 ms
[2022-04-14 08:21:25 main:574] : INFO : Epoch 1878 | loss: 0.0311577 | val_loss: 0.031167 | Time: 1704.8 ms
[2022-04-14 08:21:26 main:574] : INFO : Epoch 1879 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 1724.55 ms
[2022-04-14 08:21:28 main:574] : INFO : Epoch 1880 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 1726.55 ms
[2022-04-14 08:21:30 main:574] : INFO : Epoch 1881 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 1735.31 ms
[2022-04-14 08:21:32 main:574] : INFO : Epoch 1882 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 1713.79 ms
[2022-04-14 08:21:33 main:574] : INFO : Epoch 1883 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1721.19 ms
[2022-04-14 08:21:35 main:574] : INFO : Epoch 1884 | loss: 0.0311563 | val_loss: 0.0311677 | Time: 1748.5 ms
[2022-04-14 08:21:37 main:574] : INFO : Epoch 1885 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 1717.72 ms
[2022-04-14 08:21:39 main:574] : INFO : Epoch 1886 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 1730.77 ms
[2022-04-14 08:21:40 main:574] : INFO : Epoch 1887 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 1721.02 ms
[2022-04-14 08:21:42 main:574] : INFO : Epoch 1888 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1722.99 ms
[2022-04-14 08:21:44 main:574] : INFO : Epoch 1889 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 1726.56 ms
[2022-04-14 08:21:46 main:574] : INFO : Epoch 1890 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 1725.29 ms
[2022-04-14 08:21:47 main:574] : INFO : Epoch 1891 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 1725 ms
[2022-04-14 08:21:49 main:574] : INFO : Epoch 1892 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1734.73 ms
[2022-04-14 08:21:51 main:574] : INFO : Epoch 1893 | loss: 0.0311575 | val_loss: 0.0311636 | Time: 1710.4 ms
[2022-04-14 08:21:53 main:574] : INFO : Epoch 1894 | loss: 0.031155 | val_loss: 0.0311626 | Time: 1717.79 ms
[2022-04-14 08:21:54 main:574] : INFO : Epoch 1895 | loss: 0.0311567 | val_loss: 0.031164 | Time: 1714.89 ms
[2022-04-14 08:21:56 main:574] : INFO : Epoch 1896 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 1710.65 ms
[2022-04-14 08:21:58 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 1728.98 ms
[2022-04-14 08:21:59 main:574] : INFO : Epoch 1898 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1720.89 ms
[2022-04-14 08:22:01 main:574] : INFO : Epoch 1899 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 1709.46 ms
[2022-04-14 08:22:03 main:574] : INFO : Epoch 1900 | loss: 0.0311571 | val_loss: 0.0311633 | Time: 1713.5 ms
[2022-04-14 08:22:05 main:574] : INFO : Epoch 1901 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 1727.87 ms
[2022-04-14 08:22:06 main:574] : INFO : Epoch 1902 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 1722.53 ms
[2022-04-14 08:22:08 main:574] : INFO : Epoch 1903 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 1741.12 ms
[2022-04-14 08:22:10 main:574] : INFO : Epoch 1904 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 1723.92 ms
[2022-04-14 08:22:12 main:574] : INFO : Epoch 1905 | loss: 0.0311568 | val_loss: 0.0311641 | Time: 1713.69 ms
[2022-04-14 08:22:13 main:574] : INFO : Epoch 1906 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 1747.22 ms
[2022-04-14 08:22:15 main:574] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 1724.71 ms
[2022-04-14 08:22:17 main:574] : INFO : Epoch 1908 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 1724.34 ms
[2022-04-14 08:22:18 main:574] : INFO : Epoch 1909 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 1726.4 ms
[2022-04-14 08:22:20 main:574] : INFO : Epoch 1910 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 1718.47 ms
[2022-04-14 08:22:22 main:574] : INFO : Epoch 1911 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 1711.46 ms
[2022-04-14 08:22:24 main:574] : INFO : Epoch 1912 | loss: 0.0311568 | val_loss: 0.0311631 | Time: 1758.57 ms
[2022-04-14 08:22:26 main:574] : INFO : Epoch 1913 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1814.51 ms
[2022-04-14 08:22:27 main:574] : INFO : Epoch 1914 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 1791.97 ms
[2022-04-14 08:22:29 main:574] : INFO : Epoch 1915 | loss: 0.031155 | val_loss: 0.0311642 | Time: 1784.84 ms
[2022-04-14 08:22:31 main:574] : INFO : Epoch 1916 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1738.59 ms
[2022-04-14 08:22:33 main:574] : INFO : Epoch 1917 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 1824.98 ms
[2022-04-14 08:22:34 main:574] : INFO : Epoch 1918 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1756.19 ms
[2022-04-14 08:22:36 main:574] : INFO : Epoch 1919 | loss: 0.0311536 | val_loss: 0.0311649 | Time: 1743.9 ms
[2022-04-14 08:22:38 main:574] : INFO : Epoch 1920 | loss: 0.031157 | val_loss: 0.0311713 | Time: 1756.06 ms
[2022-04-14 08:22:40 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 1741.5 ms
[2022-04-14 08:22:42 main:574] : INFO : Epoch 1922 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 1810.9 ms
[2022-04-14 08:22:43 main:574] : INFO : Epoch 1923 | loss: 0.0311613 | val_loss: 0.031174 | Time: 1751.59 ms
[2022-04-14 08:22:45 main:574] : INFO : Epoch 1924 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 1753.96 ms
[2022-04-14 08:22:47 main:574] : INFO : Epoch 1925 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 1709.6 ms
[2022-04-14 08:22:49 main:574] : INFO : Epoch 1926 | loss: 0.0311601 | val_loss: 0.0311651 | Time: 1798.82 ms
[2022-04-14 08:22:50 main:574] : INFO : Epoch 1927 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 1725.88 ms
[2022-04-14 08:22:52 main:574] : INFO : Epoch 1928 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1771.53 ms
[2022-04-14 08:22:54 main:574] : INFO : Epoch 1929 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 1711.27 ms
[2022-04-14 08:22:56 main:574] : INFO : Epoch 1930 | loss: 0.0311575 | val_loss: 0.031163 | Time: 1718 ms
[2022-04-14 08:22:57 main:574] : INFO : Epoch 1931 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 1734.4 ms
[2022-04-14 08:22:59 main:574] : INFO : Epoch 1932 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 1718.67 ms
[2022-04-14 08:23:01 main:574] : INFO : Epoch 1933 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 1717.91 ms
[2022-04-14 08:23:02 main:574] : INFO : Epoch 1934 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1718.82 ms
[2022-04-14 08:23:04 main:574] : INFO : Epoch 1935 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 1719.4 ms
[2022-04-14 08:23:06 main:574] : INFO : Epoch 1936 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1715.8 ms
[2022-04-14 08:23:08 main:574] : INFO : Epoch 1937 | loss: 0.0311581 | val_loss: 0.0311625 | Time: 1723.78 ms
[2022-04-14 08:23:09 main:574] : INFO : Epoch 1938 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 1703.14 ms
[2022-04-14 08:23:11 main:574] : INFO : Epoch 1939 | loss: 0.0311577 | val_loss: 0.031164 | Time: 1717.54 ms
[2022-04-14 08:23:13 main:574] : INFO : Epoch 1940 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 1717.26 ms
[2022-04-14 08:23:15 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 1719.02 ms
[2022-04-14 08:23:16 main:574] : INFO : Epoch 1942 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1733.83 ms
[2022-04-14 08:23:18 main:574] : INFO : Epoch 1943 | loss: 0.0311599 | val_loss: 0.0311637 | Time: 1733.55 ms
[2022-04-14 08:23:20 main:574] : INFO : Epoch 1944 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1718.5 ms
[2022-04-14 08:23:21 main:574] : INFO : Epoch 1945 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 1715.58 ms
[2022-04-14 08:23:23 main:574] : INFO : Epoch 1946 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 1716.52 ms
[2022-04-14 08:23:25 main:574] : INFO : Epoch 1947 | loss: 0.0311567 | val_loss: 0.0311705 | Time: 1713.61 ms
[2022-04-14 08:23:27 main:574] : INFO : Epoch 1948 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1707.04 ms
[2022-04-14 08:23:28 main:574] : INFO : Epoch 1949 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 1718.83 ms
[2022-04-14 08:23:30 main:574] : INFO : Epoch 1950 | loss: 0.0311569 | val_loss: 0.0311648 | Time: 1742.17 ms
[2022-04-14 08:23:32 main:574] : INFO : Epoch 1951 | loss: 0.0311572 | val_loss: 0.0311634 | Time: 1743.11 ms
[2022-04-14 08:23:34 main:574] : INFO : Epoch 1952 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 1741.7 ms
[2022-04-14 08:23:35 main:574] : INFO : Epoch 1953 | loss: 0.0311564 | val_loss: 0.0311635 | Time: 1730.78 ms
[2022-04-14 08:23:37 main:574] : INFO : Epoch 1954 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 1729.53 ms
[2022-04-14 08:23:39 main:574] : INFO : Epoch 1955 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 1722.4 ms
[2022-04-14 08:23:41 main:574] : INFO : Epoch 1956 | loss: 0.0311545 | val_loss: 0.0311633 | Time: 1711.48 ms
[2022-04-14 08:23:42 main:574] : INFO : Epoch 1957 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 1719.92 ms
[2022-04-14 08:23:44 main:574] : INFO : Epoch 1958 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 1719.64 ms
[2022-04-14 08:23:46 main:574] : INFO : Epoch 1959 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 1725.3 ms
[2022-04-14 08:23:48 main:574] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 1729.93 ms
[2022-04-14 08:23:49 main:574] : INFO : Epoch 1961 | loss: 0.0311509 | val_loss: 0.031163 | Time: 1711.01 ms
[2022-04-14 08:23:51 main:574] : INFO : Epoch 1962 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 1714.3 ms
[2022-04-14 08:23:53 main:574] : INFO : Epoch 1963 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 1741.23 ms
[2022-04-14 08:23:54 main:574] : INFO : Epoch 1964 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 1735.45 ms
[2022-04-14 08:23:56 main:574] : INFO : Epoch 1965 | loss: 0.0311507 | val_loss: 0.0311631 | Time: 1727.54 ms
[2022-04-14 08:23:58 main:574] : INFO : Epoch 1966 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1730.07 ms
[2022-04-14 08:24:00 main:574] : INFO : Epoch 1967 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 1723.19 ms
[2022-04-14 08:24:01 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.0311661 | Time: 1711.32 ms
[2022-04-14 08:24:03 main:574] : INFO : Epoch 1969 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1740.05 ms
[2022-04-14 08:24:05 main:574] : INFO : Epoch 1970 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 1715.77 ms
[2022-04-14 08:24:07 main:574] : INFO : Epoch 1971 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 1718.15 ms
[2022-04-14 08:24:08 main:574] : INFO : Epoch 1972 | loss: 0.0311528 | val_loss: 0.031168 | Time: 1729.05 ms
[2022-04-14 08:24:10 main:574] : INFO : Epoch 1973 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 1709.94 ms
[2022-04-14 08:24:12 main:574] : INFO : Epoch 1974 | loss: 0.0311525 | val_loss: 0.031168 | Time: 1712.02 ms
[2022-04-14 08:24:13 main:574] : INFO : Epoch 1975 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 1722.62 ms
[2022-04-14 08:24:15 main:574] : INFO : Epoch 1976 | loss: 0.0311548 | val_loss: 0.0311766 | Time: 1724.2 ms
[2022-04-14 08:24:17 main:574] : INFO : Epoch 1977 | loss: 0.031171 | val_loss: 0.0311787 | Time: 1710.72 ms
[2022-04-14 08:24:19 main:574] : INFO : Epoch 1978 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 1732.51 ms
[2022-04-14 08:24:20 main:574] : INFO : Epoch 1979 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 1713.74 ms
[2022-04-14 08:24:22 main:574] : INFO : Epoch 1980 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 1722.9 ms
[2022-04-14 08:24:24 main:574] : INFO : Epoch 1981 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1713.35 ms
[2022-04-14 08:24:26 main:574] : INFO : Epoch 1982 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 1716.67 ms
[2022-04-14 08:24:27 main:574] : INFO : Epoch 1983 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 1726.89 ms
[2022-04-14 08:24:29 main:574] : INFO : Epoch 1984 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1716.29 ms
[2022-04-14 08:24:31 main:574] : INFO : Epoch 1985 | loss: 0.0311547 | val_loss: 0.0311656 | Time: 1708.22 ms
[2022-04-14 08:24:32 main:574] : INFO : Epoch 1986 | loss: 0.0311531 | val_loss: 0.031167 | Time: 1706.49 ms
[2022-04-14 08:24:34 main:574] : INFO : Epoch 1987 | loss: 0.0311611 | val_loss: 0.0311637 | Time: 1720.67 ms
[2022-04-14 08:24:36 main:574] : INFO : Epoch 1988 | loss: 0.031161 | val_loss: 0.0311657 | Time: 1721.51 ms
[2022-04-14 08:24:38 main:574] : INFO : Epoch 1989 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 1765.92 ms
[2022-04-14 08:24:39 main:574] : INFO : Epoch 1990 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 1768.47 ms
[2022-04-14 08:24:41 main:574] : INFO : Epoch 1991 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 1713.84 ms
[2022-04-14 08:24:43 main:574] : INFO : Epoch 1992 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 1736.04 ms
[2022-04-14 08:24:45 main:574] : INFO : Epoch 1993 | loss: 0.031159 | val_loss: 0.0311646 | Time: 1761.88 ms
[2022-04-14 08:24:46 main:574] : INFO : Epoch 1994 | loss: 0.031157 | val_loss: 0.031166 | Time: 1719.42 ms
[2022-04-14 08:24:48 main:574] : INFO : Epoch 1995 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 1726.85 ms
[2022-04-14 08:24:50 main:574] : INFO : Epoch 1996 | loss: 0.0311687 | val_loss: 0.0311687 | Time: 1748.12 ms
[2022-04-14 08:24:52 main:574] : INFO : Epoch 1997 | loss: 0.0311701 | val_loss: 0.0311676 | Time: 1773.97 ms
[2022-04-14 08:24:54 main:574] : INFO : Epoch 1998 | loss: 0.0311691 | val_loss: 0.0311672 | Time: 1786.29 ms
[2022-04-14 08:24:55 main:574] : INFO : Epoch 1999 | loss: 0.0311642 | val_loss: 0.0311682 | Time: 1841.05 ms
[2022-04-14 08:24:57 main:574] : INFO : Epoch 2000 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1861.82 ms
[2022-04-14 08:24:59 main:574] : INFO : Epoch 2001 | loss: 0.0311642 | val_loss: 0.0311693 | Time: 1848.16 ms
[2022-04-14 08:25:01 main:574] : INFO : Epoch 2002 | loss: 0.0311616 | val_loss: 0.03117 | Time: 1715.47 ms
[2022-04-14 08:25:03 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311766 | Time: 1818.29 ms
[2022-04-14 08:25:04 main:574] : INFO : Epoch 2004 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1744.75 ms
[2022-04-14 08:25:06 main:574] : INFO : Epoch 2005 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 1763.87 ms
[2022-04-14 08:25:08 main:574] : INFO : Epoch 2006 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1797.45 ms
[2022-04-14 08:25:10 main:574] : INFO : Epoch 2007 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 1757.03 ms
[2022-04-14 08:25:12 main:574] : INFO : Epoch 2008 | loss: 0.0311574 | val_loss: 0.0311681 | Time: 1835.28 ms
[2022-04-14 08:25:13 main:574] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 1739.21 ms
[2022-04-14 08:25:15 main:574] : INFO : Epoch 2010 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 1779.33 ms
[2022-04-14 08:25:17 main:574] : INFO : Epoch 2011 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 1813.16 ms
[2022-04-14 08:25:19 main:574] : INFO : Epoch 2012 | loss: 0.0311564 | val_loss: 0.031168 | Time: 1786.94 ms
[2022-04-14 08:25:21 main:574] : INFO : Epoch 2013 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 1763.32 ms
[2022-04-14 08:25:22 main:574] : INFO : Epoch 2014 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1744.18 ms
[2022-04-14 08:25:24 main:574] : INFO : Epoch 2015 | loss: 0.031155 | val_loss: 0.0311675 | Time: 1787.69 ms
[2022-04-14 08:25:26 main:574] : INFO : Epoch 2016 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 1795.18 ms
[2022-04-14 08:25:28 main:574] : INFO : Epoch 2017 | loss: 0.0311559 | val_loss: 0.031171 | Time: 1842.32 ms
[2022-04-14 08:25:29 main:574] : INFO : Epoch 2018 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 1735.32 ms
[2022-04-14 08:25:31 main:574] : INFO : Epoch 2019 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1716.27 ms
[2022-04-14 08:25:33 main:574] : INFO : Epoch 2020 | loss: 0.0311567 | val_loss: 0.0311698 | Time: 1767.61 ms
[2022-04-14 08:25:35 main:574] : INFO : Epoch 2021 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 1755.52 ms
[2022-04-14 08:25:37 main:574] : INFO : Epoch 2022 | loss: 0.0311562 | val_loss: 0.0311691 | Time: 1834.78 ms
[2022-04-14 08:25:38 main:574] : INFO : Epoch 2023 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 1790.16 ms
[2022-04-14 08:25:40 main:574] : INFO : Epoch 2024 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 1716.03 ms
[2022-04-14 08:25:42 main:574] : INFO : Epoch 2025 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1719.35 ms
[2022-04-14 08:25:44 main:574] : INFO : Epoch 2026 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 1900.11 ms
[2022-04-14 08:25:46 main:574] : INFO : Epoch 2027 | loss: 0.031155 | val_loss: 0.0311684 | Time: 1876.66 ms
[2022-04-14 08:25:47 main:574] : INFO : Epoch 2028 | loss: 0.0311529 | val_loss: 0.0311665 | Time: 1843.58 ms
[2022-04-14 08:25:49 main:574] : INFO : Epoch 2029 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 1742.03 ms
[2022-04-14 08:25:51 main:574] : INFO : Epoch 2030 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1725.9 ms
[2022-04-14 08:25:53 main:574] : INFO : Epoch 2031 | loss: 0.0311527 | val_loss: 0.0311668 | Time: 1730.43 ms
[2022-04-14 08:25:54 main:574] : INFO : Epoch 2032 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 1721.86 ms
[2022-04-14 08:25:56 main:574] : INFO : Epoch 2033 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 1715.95 ms
[2022-04-14 08:25:58 main:574] : INFO : Epoch 2034 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 1760.14 ms
[2022-04-14 08:26:00 main:574] : INFO : Epoch 2035 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 1720.91 ms
[2022-04-14 08:26:01 main:574] : INFO : Epoch 2036 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1721.33 ms
[2022-04-14 08:26:03 main:574] : INFO : Epoch 2037 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 1725.28 ms
[2022-04-14 08:26:05 main:574] : INFO : Epoch 2038 | loss: 0.031158 | val_loss: 0.0311688 | Time: 1751.55 ms
[2022-04-14 08:26:07 main:574] : INFO : Epoch 2039 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 1749.88 ms
[2022-04-14 08:26:08 main:574] : INFO : Epoch 2040 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 1718.56 ms
[2022-04-14 08:26:10 main:574] : INFO : Epoch 2041 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 1714.17 ms
[2022-04-14 08:26:12 main:574] : INFO : Epoch 2042 | loss: 0.0311549 | val_loss: 0.031166 | Time: 1720.21 ms
[2022-04-14 08:26:14 main:574] : INFO : Epoch 2043 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1717.42 ms
[2022-04-14 08:26:15 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.031166 | Time: 1725.16 ms
[2022-04-14 08:26:17 main:574] : INFO : Epoch 2045 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 1717.5 ms
[2022-04-14 08:26:19 main:574] : INFO : Epoch 2046 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1736.79 ms
[2022-04-14 08:26:20 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 1750.53 ms
[2022-04-14 08:26:22 main:574] : INFO : Epoch 2048 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 1767.71 ms
[2022-04-14 08:26:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738
[2022-04-14 08:26:22 main:603] : INFO : Saving end state to config to file
[2022-04-14 08:26:22 main:608] : INFO : Success, exiting..
08:26:22 (2020): 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)