Task 14213748
| Name | ParityModified-1647046494-3178-2-0_0 |
| Workunit | 11273237 |
| Created | 1 Apr 2022, 22:10:40 UTC |
| Sent | 6 Apr 2022, 8:01:15 UTC |
| Report deadline | 14 Apr 2022, 8:01:15 UTC |
| Received | 7 Apr 2022, 4:30:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 3 sec |
| CPU time | 59 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031174 | val_loss: 0.0311841 | Time: 1779.59 ms [2022-04-06 23:14:43 main:574] : INFO : Epoch 1543 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1776.16 ms [2022-04-06 23:14:44 main:574] : INFO : Epoch 1544 | loss: 0.0311723 | val_loss: 0.0311887 | Time: 1799.8 ms [2022-04-06 23:14:46 main:574] : INFO : Epoch 1545 | loss: 0.031173 | val_loss: 0.0311845 | Time: 1794.73 ms [2022-04-06 23:14:48 main:574] : INFO : Epoch 1546 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 1790.38 ms [2022-04-06 23:14:50 main:574] : INFO : Epoch 1547 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 1778.93 ms [2022-04-06 23:14:52 main:574] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1769.34 ms [2022-04-06 23:14:53 main:574] : INFO : Epoch 1549 | loss: 0.0311715 | val_loss: 0.0311848 | Time: 1768.78 ms [2022-04-06 23:14:55 main:574] : INFO : Epoch 1550 | loss: 0.031172 | val_loss: 0.0311868 | Time: 1797.83 ms [2022-04-06 23:14:57 main:574] : INFO : Epoch 1551 | loss: 0.0311717 | val_loss: 0.0311836 | Time: 1775.19 ms [2022-04-06 23:14:59 main:574] : INFO : Epoch 1552 | loss: 0.0311699 | val_loss: 0.031185 | Time: 1772.3 ms [2022-04-06 23:15:01 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 1788.83 ms [2022-04-06 23:15:02 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311833 | Time: 1782.28 ms [2022-04-06 23:15:04 main:574] : INFO : Epoch 1555 | loss: 0.0311701 | val_loss: 0.0311846 | Time: 1791.52 ms [2022-04-06 23:15:06 main:574] : INFO : Epoch 1556 | loss: 0.03117 | val_loss: 0.031183 | Time: 1793.41 ms [2022-04-06 23:15:08 main:574] : INFO : Epoch 1557 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 1790.29 ms [2022-04-06 23:15:10 main:574] : INFO : Epoch 1558 | loss: 0.0311693 | val_loss: 0.0311861 | Time: 1785.86 ms [2022-04-06 23:15:11 main:574] : INFO : Epoch 1559 | loss: 0.0311688 | val_loss: 0.0311867 | Time: 1788.59 ms [2022-04-06 23:15:13 main:574] : INFO : Epoch 1560 | loss: 0.0311694 | val_loss: 0.0311877 | Time: 1801.06 ms [2022-04-06 23:15:15 main:574] : INFO : Epoch 1561 | loss: 0.0311724 | val_loss: 0.0311947 | Time: 1781.32 ms [2022-04-06 23:15:17 main:574] : INFO : Epoch 1562 | loss: 0.031171 | val_loss: 0.0311878 | Time: 1797.3 ms [2022-04-06 23:15:18 main:574] : INFO : Epoch 1563 | loss: 0.0311683 | val_loss: 0.0311862 | Time: 1774.45 ms [2022-04-06 23:15:20 main:574] : INFO : Epoch 1564 | loss: 0.0311679 | val_loss: 0.0311846 | Time: 1766.13 ms [2022-04-06 23:15:22 main:574] : INFO : Epoch 1565 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 1789.66 ms [2022-04-06 23:15:24 main:574] : INFO : Epoch 1566 | loss: 0.0311693 | val_loss: 0.0311902 | Time: 1783.12 ms [2022-04-06 23:15:26 main:574] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311873 | Time: 1783.8 ms [2022-04-06 23:15:27 main:574] : INFO : Epoch 1568 | loss: 0.0311691 | val_loss: 0.0311867 | Time: 1774.43 ms [2022-04-06 23:15:29 main:574] : INFO : Epoch 1569 | loss: 0.031171 | val_loss: 0.0311845 | Time: 1767.55 ms [2022-04-06 23:15:31 main:574] : INFO : Epoch 1570 | loss: 0.0311703 | val_loss: 0.0311856 | Time: 1802.49 ms [2022-04-06 23:15:33 main:574] : INFO : Epoch 1571 | loss: 0.0311704 | val_loss: 0.0311859 | Time: 1799.22 ms [2022-04-06 23:15:35 main:574] : INFO : Epoch 1572 | loss: 0.0311687 | val_loss: 0.0311848 | Time: 1744.21 ms [2022-04-06 23:15:36 main:574] : INFO : Epoch 1573 | loss: 0.0311686 | val_loss: 0.0311857 | Time: 1707.12 ms [2022-04-06 23:15:38 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311846 | Time: 1770.89 ms [2022-04-06 23:15:40 main:574] : INFO : Epoch 1575 | loss: 0.031171 | val_loss: 0.0311864 | Time: 1761.97 ms [2022-04-06 23:15:42 main:574] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 1739.72 ms [2022-04-06 23:15:43 main:574] : INFO : Epoch 1577 | loss: 0.0311686 | val_loss: 0.0311857 | Time: 1788.4 ms [2022-04-06 23:15:45 main:574] : INFO : Epoch 1578 | loss: 0.0311671 | val_loss: 0.0311824 | Time: 1797.46 ms [2022-04-06 23:15:47 main:574] : INFO : Epoch 1579 | loss: 0.0311685 | val_loss: 0.0311842 | Time: 1793.67 ms [2022-04-06 23:15:49 main:574] : INFO : Epoch 1580 | loss: 0.0311673 | val_loss: 0.0311877 | Time: 1773.95 ms [2022-04-06 23:15:51 main:574] : INFO : Epoch 1581 | loss: 0.0311664 | val_loss: 0.0311821 | Time: 1748.82 ms [2022-04-06 23:15:52 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 1807.68 ms [2022-04-06 23:15:54 main:574] : INFO : Epoch 1583 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 1779.25 ms [2022-04-06 23:15:56 main:574] : INFO : Epoch 1584 | loss: 0.0311668 | val_loss: 0.0311811 | Time: 1801.2 ms [2022-04-06 23:15:58 main:574] : INFO : Epoch 1585 | loss: 0.0311656 | val_loss: 0.0311829 | Time: 1787.42 ms [2022-04-06 23:16:00 main:574] : INFO : Epoch 1586 | loss: 0.0311661 | val_loss: 0.0311861 | Time: 1769.97 ms [2022-04-06 23:16:01 main:574] : INFO : Epoch 1587 | loss: 0.0311658 | val_loss: 0.031185 | Time: 1763.5 ms [2022-04-06 23:16:03 main:574] : INFO : Epoch 1588 | loss: 0.0311648 | val_loss: 0.0311855 | Time: 1792.54 ms [2022-04-06 23:16:05 main:574] : INFO : Epoch 1589 | loss: 0.0311652 | val_loss: 0.0311838 | Time: 1767.3 ms [2022-04-06 23:16:07 main:574] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.031185 | Time: 1772.42 ms [2022-04-06 23:16:08 main:574] : INFO : Epoch 1591 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1798.07 ms [2022-04-06 23:16:10 main:574] : INFO : Epoch 1592 | loss: 0.0311655 | val_loss: 0.0311846 | Time: 1788.24 ms [2022-04-06 23:16:12 main:574] : INFO : Epoch 1593 | loss: 0.0311669 | val_loss: 0.0311833 | Time: 1784.92 ms [2022-04-06 23:16:14 main:574] : INFO : Epoch 1594 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 1772.03 ms [2022-04-06 23:16:16 main:574] : INFO : Epoch 1595 | loss: 0.0311666 | val_loss: 0.0311866 | Time: 1797.74 ms [2022-04-06 23:16:17 main:574] : INFO : Epoch 1596 | loss: 0.0311657 | val_loss: 0.0311915 | Time: 1757.47 ms [2022-04-06 23:16:19 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311901 | Time: 1813.18 ms [2022-04-06 23:16:21 main:574] : INFO : Epoch 1598 | loss: 0.0311667 | val_loss: 0.0311881 | Time: 1779.93 ms [2022-04-06 23:16:23 main:574] : INFO : Epoch 1599 | loss: 0.0311663 | val_loss: 0.0311844 | Time: 1796.26 ms [2022-04-06 23:16:25 main:574] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311858 | Time: 1804.92 ms [2022-04-06 23:16:26 main:574] : INFO : Epoch 1601 | loss: 0.0311642 | val_loss: 0.0311853 | Time: 1776.03 ms [2022-04-06 23:16:28 main:574] : INFO : Epoch 1602 | loss: 0.0311655 | val_loss: 0.0311845 | Time: 1788.66 ms [2022-04-06 23:16:30 main:574] : INFO : Epoch 1603 | loss: 0.0311674 | val_loss: 0.0311857 | Time: 1767.77 ms [2022-04-06 23:16:32 main:574] : INFO : Epoch 1604 | loss: 0.0311654 | val_loss: 0.0311847 | Time: 1776.69 ms [2022-04-06 23:16:34 main:574] : INFO : Epoch 1605 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 1754.12 ms [2022-04-06 23:16:35 main:574] : INFO : Epoch 1606 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 1807.1 ms [2022-04-06 23:16:37 main:574] : INFO : Epoch 1607 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 1772.46 ms [2022-04-06 23:16:39 main:574] : INFO : Epoch 1608 | loss: 0.031166 | val_loss: 0.0311857 | Time: 1761.93 ms [2022-04-06 23:16:41 main:574] : INFO : Epoch 1609 | loss: 0.0311658 | val_loss: 0.0311865 | Time: 1770.06 ms [2022-04-06 23:16:42 main:574] : INFO : Epoch 1610 | loss: 0.0311665 | val_loss: 0.0311822 | Time: 1749.09 ms [2022-04-06 23:16:44 main:574] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311856 | Time: 1802.5 ms [2022-04-06 23:16:46 main:574] : INFO : Epoch 1612 | loss: 0.0311675 | val_loss: 0.0311851 | Time: 1787.32 ms [2022-04-06 23:16:48 main:574] : INFO : Epoch 1613 | loss: 0.0311652 | val_loss: 0.0311835 | Time: 1758.84 ms [2022-04-06 23:16:50 main:574] : INFO : Epoch 1614 | loss: 0.0311657 | val_loss: 0.0311843 | Time: 1771.65 ms [2022-04-06 23:16:51 main:574] : INFO : Epoch 1615 | loss: 0.0311639 | val_loss: 0.0311856 | Time: 1795.13 ms [2022-04-06 23:16:53 main:574] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311862 | Time: 1763 ms [2022-04-06 23:16:55 main:574] : INFO : Epoch 1617 | loss: 0.0311776 | val_loss: 0.031186 | Time: 1753.98 ms [2022-04-06 23:16:57 main:574] : INFO : Epoch 1618 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 1776.72 ms [2022-04-06 23:16:58 main:574] : INFO : Epoch 1619 | loss: 0.0311764 | val_loss: 0.0311844 | Time: 1748.74 ms [2022-04-06 23:17:00 main:574] : INFO : Epoch 1620 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 1766.58 ms [2022-04-06 23:17:02 main:574] : INFO : Epoch 1621 | loss: 0.0311765 | val_loss: 0.0311861 | Time: 1814.33 ms [2022-04-06 23:17:04 main:574] : INFO : Epoch 1622 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1817.16 ms [2022-04-06 23:17:06 main:574] : INFO : Epoch 1623 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 1771.8 ms [2022-04-06 23:17:07 main:574] : INFO : Epoch 1624 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 1793.27 ms [2022-04-06 23:17:09 main:574] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311893 | Time: 1755.32 ms [2022-04-06 23:17:11 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311847 | Time: 1771.64 ms [2022-04-06 23:17:13 main:574] : INFO : Epoch 1627 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1780 ms [2022-04-06 23:17:15 main:574] : INFO : Epoch 1628 | loss: 0.0311708 | val_loss: 0.0311855 | Time: 1749.06 ms [2022-04-06 23:17:16 main:574] : INFO : Epoch 1629 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 1803.22 ms [2022-04-06 23:17:18 main:574] : INFO : Epoch 1630 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 1796.83 ms [2022-04-06 23:17:20 main:574] : INFO : Epoch 1631 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 1786.36 ms [2022-04-06 23:17:22 main:574] : INFO : Epoch 1632 | loss: 0.0311842 | val_loss: 0.0311879 | Time: 1753.05 ms [2022-04-06 23:17:24 main:574] : INFO : Epoch 1633 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 1785.93 ms [2022-04-06 23:17:25 main:574] : INFO : Epoch 1634 | loss: 0.0311858 | val_loss: 0.0311905 | Time: 1796.69 ms [2022-04-06 23:17:27 main:574] : INFO : Epoch 1635 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 1761.53 ms [2022-04-06 23:17:29 main:574] : INFO : Epoch 1636 | loss: 0.0311854 | val_loss: 0.0311839 | Time: 1779.77 ms [2022-04-06 23:17:31 main:574] : INFO : Epoch 1637 | loss: 0.0311854 | val_loss: 0.031184 | Time: 1743 ms [2022-04-06 23:17:32 main:574] : INFO : Epoch 1638 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 1739.6 ms [2022-04-06 23:17:34 main:574] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.031179 | Time: 1776.29 ms [2022-04-06 23:17:36 main:574] : INFO : Epoch 1640 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 1788.6 ms [2022-04-06 23:17:38 main:574] : INFO : Epoch 1641 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1792.32 ms [2022-04-06 23:17:40 main:574] : INFO : Epoch 1642 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 1770.65 ms [2022-04-06 23:17:41 main:574] : INFO : Epoch 1643 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 1763.68 ms [2022-04-06 23:17:43 main:574] : INFO : Epoch 1644 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 1781.39 ms [2022-04-06 23:17:45 main:574] : INFO : Epoch 1645 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1799.24 ms [2022-04-06 23:17:47 main:574] : INFO : Epoch 1646 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1793.72 ms [2022-04-06 23:17:49 main:574] : INFO : Epoch 1647 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1746.89 ms [2022-04-06 23:17:50 main:574] : INFO : Epoch 1648 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 1770.95 ms [2022-04-06 23:17:52 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.03118 | Time: 1800.47 ms [2022-04-06 23:17:54 main:574] : INFO : Epoch 1650 | loss: 0.031172 | val_loss: 0.0311834 | Time: 1792.28 ms [2022-04-06 23:17:56 main:574] : INFO : Epoch 1651 | loss: 0.0311722 | val_loss: 0.031182 | Time: 1776.87 ms [2022-04-06 23:17:58 main:574] : INFO : Epoch 1652 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 1773.74 ms [2022-04-06 23:17:59 main:574] : INFO : Epoch 1653 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1747.45 ms [2022-04-06 23:18:01 main:574] : INFO : Epoch 1654 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 1810.63 ms [2022-04-06 23:18:03 main:574] : INFO : Epoch 1655 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1747.6 ms [2022-04-06 23:18:05 main:574] : INFO : Epoch 1656 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 1784.22 ms [2022-04-06 23:18:06 main:574] : INFO : Epoch 1657 | loss: 0.0311737 | val_loss: 0.031183 | Time: 1808.3 ms [2022-04-06 23:18:08 main:574] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.031185 | Time: 1786.72 ms [2022-04-06 23:18:10 main:574] : INFO : Epoch 1659 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 1806.36 ms [2022-04-06 23:18:12 main:574] : INFO : Epoch 1660 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1779.14 ms [2022-04-06 23:18:14 main:574] : INFO : Epoch 1661 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 1812.81 ms [2022-04-06 23:18:15 main:574] : INFO : Epoch 1662 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1765.28 ms [2022-04-06 23:18:17 main:574] : INFO : Epoch 1663 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 1758.27 ms [2022-04-06 23:18:19 main:574] : INFO : Epoch 1664 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1809.77 ms [2022-04-06 23:18:21 main:574] : INFO : Epoch 1665 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 1762.58 ms [2022-04-06 23:18:23 main:574] : INFO : Epoch 1666 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 1768.34 ms [2022-04-06 23:18:24 main:574] : INFO : Epoch 1667 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 1768.2 ms [2022-04-06 23:18:26 main:574] : INFO : Epoch 1668 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 1776.68 ms [2022-04-06 23:18:28 main:574] : INFO : Epoch 1669 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1777.86 ms [2022-04-06 23:18:30 main:574] : INFO : Epoch 1670 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 1804.33 ms [2022-04-06 23:18:32 main:574] : INFO : Epoch 1671 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 1763.24 ms [2022-04-06 23:18:33 main:574] : INFO : Epoch 1672 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 1772.68 ms [2022-04-06 23:18:35 main:574] : INFO : Epoch 1673 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 1771.74 ms [2022-04-06 23:18:37 main:574] : INFO : Epoch 1674 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 1790.34 ms [2022-04-06 23:18:39 main:574] : INFO : Epoch 1675 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 1799.72 ms [2022-04-06 23:18:40 main:574] : INFO : Epoch 1676 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 1794.22 ms [2022-04-06 23:18:42 main:574] : INFO : Epoch 1677 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1770.63 ms [2022-04-06 23:18:44 main:574] : INFO : Epoch 1678 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 1809.18 ms [2022-04-06 23:18:46 main:574] : INFO : Epoch 1679 | loss: 0.0311697 | val_loss: 0.0311786 | Time: 1759.14 ms [2022-04-06 23:18:48 main:574] : INFO : Epoch 1680 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 1784.93 ms [2022-04-06 23:18:49 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1764.23 ms [2022-04-06 23:18:51 main:574] : INFO : Epoch 1682 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1781.03 ms [2022-04-06 23:18:53 main:574] : INFO : Epoch 1683 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 1780.67 ms [2022-04-06 23:18:55 main:574] : INFO : Epoch 1684 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 1763.74 ms [2022-04-06 23:18:57 main:574] : INFO : Epoch 1685 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 1795.59 ms [2022-04-06 23:18:58 main:574] : INFO : Epoch 1686 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 1788.56 ms [2022-04-06 23:19:00 main:574] : INFO : Epoch 1687 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1778.16 ms [2022-04-06 23:19:02 main:574] : INFO : Epoch 1688 | loss: 0.03117 | val_loss: 0.0311814 | Time: 1784.52 ms [2022-04-06 23:19:04 main:574] : INFO : Epoch 1689 | loss: 0.03117 | val_loss: 0.0311795 | Time: 1792.08 ms [2022-04-06 23:19:06 main:574] : INFO : Epoch 1690 | loss: 0.031168 | val_loss: 0.0311769 | Time: 1765.13 ms [2022-04-06 23:19:07 main:574] : INFO : Epoch 1691 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1755.34 ms [2022-04-06 23:19:09 main:574] : INFO : Epoch 1692 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 1809.63 ms [2022-04-06 23:19:11 main:574] : INFO : Epoch 1693 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1776.92 ms [2022-04-06 23:19:13 main:574] : INFO : Epoch 1694 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 1771.21 ms [2022-04-06 23:19:14 main:574] : INFO : Epoch 1695 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1758.59 ms [2022-04-06 23:19:16 main:574] : INFO : Epoch 1696 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 1752.25 ms [2022-04-06 23:19:18 main:574] : INFO : Epoch 1697 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 1787.99 ms [2022-04-06 23:19:20 main:574] : INFO : Epoch 1698 | loss: 0.031167 | val_loss: 0.0311831 | Time: 1864.21 ms [2022-04-06 23:19:22 main:574] : INFO : Epoch 1699 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 1785.82 ms [2022-04-06 23:19:23 main:574] : INFO : Epoch 1700 | loss: 0.0311656 | val_loss: 0.0311797 | Time: 1767.64 ms [2022-04-06 23:19:25 main:574] : INFO : Epoch 1701 | loss: 0.0311647 | val_loss: 0.03118 | Time: 1773.35 ms [2022-04-06 23:19:27 main:574] : INFO : Epoch 1702 | loss: 0.031165 | val_loss: 0.0311801 | Time: 1777.78 ms [2022-04-06 23:19:29 main:574] : INFO : Epoch 1703 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 1763.83 ms [2022-04-06 23:19:31 main:574] : INFO : Epoch 1704 | loss: 0.0311638 | val_loss: 0.031179 | Time: 1779.63 ms [2022-04-06 23:19:32 main:574] : INFO : Epoch 1705 | loss: 0.0311647 | val_loss: 0.0311792 | Time: 1772.36 ms [2022-04-06 23:19:34 main:574] : INFO : Epoch 1706 | loss: 0.0311636 | val_loss: 0.0311812 | Time: 1813.76 ms [2022-04-06 23:19:36 main:574] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311795 | Time: 1769.63 ms [2022-04-06 23:19:38 main:574] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.0311832 | Time: 1756.68 ms [2022-04-06 23:19:39 main:574] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 1743.7 ms [2022-04-06 23:19:41 main:574] : INFO : Epoch 1710 | loss: 0.0311645 | val_loss: 0.0311796 | Time: 1800.84 ms [2022-04-06 23:19:43 main:574] : INFO : Epoch 1711 | loss: 0.0311637 | val_loss: 0.0311793 | Time: 1776.75 ms [2022-04-06 23:19:45 main:574] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.0311791 | Time: 1766.99 ms [2022-04-06 23:19:47 main:574] : INFO : Epoch 1713 | loss: 0.0311634 | val_loss: 0.031182 | Time: 1783.06 ms [2022-04-06 23:19:48 main:574] : INFO : Epoch 1714 | loss: 0.0311624 | val_loss: 0.0311787 | Time: 1753.58 ms [2022-04-06 23:19:50 main:574] : INFO : Epoch 1715 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 1784.69 ms [2022-04-06 23:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0311674 | val_loss: 0.0311908 | Time: 1786.49 ms [2022-04-06 23:19:54 main:574] : INFO : Epoch 1717 | loss: 0.031166 | val_loss: 0.0311816 | Time: 1792.52 ms [2022-04-06 23:19:56 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.0311808 | Time: 1820.24 ms [2022-04-06 23:19:57 main:574] : INFO : Epoch 1719 | loss: 0.0311634 | val_loss: 0.0311822 | Time: 1760.69 ms [2022-04-06 23:19:59 main:574] : INFO : Epoch 1720 | loss: 0.0311631 | val_loss: 0.0311816 | Time: 1783.25 ms [2022-04-06 23:20:01 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.03118 | Time: 1770.78 ms [2022-04-06 23:20:03 main:574] : INFO : Epoch 1722 | loss: 0.0311609 | val_loss: 0.0311799 | Time: 1782.95 ms [2022-04-06 23:20:05 main:574] : INFO : Epoch 1723 | loss: 0.0311613 | val_loss: 0.0311819 | Time: 1777.29 ms [2022-04-06 23:20:06 main:574] : INFO : Epoch 1724 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 1780.36 ms [2022-04-06 23:20:08 main:574] : INFO : Epoch 1725 | loss: 0.0311618 | val_loss: 0.0311839 | Time: 1778.28 ms [2022-04-06 23:20:10 main:574] : INFO : Epoch 1726 | loss: 0.0311617 | val_loss: 0.0311809 | Time: 1765.47 ms [2022-04-06 23:20:12 main:574] : INFO : Epoch 1727 | loss: 0.0311642 | val_loss: 0.0311803 | Time: 1775.05 ms [2022-04-06 23:20:13 main:574] : INFO : Epoch 1728 | loss: 0.0311631 | val_loss: 0.0311815 | Time: 1784.7 ms [2022-04-06 23:20:15 main:574] : INFO : Epoch 1729 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1747.98 ms [2022-04-06 23:20:17 main:574] : INFO : Epoch 1730 | loss: 0.0311642 | val_loss: 0.0311833 | Time: 1779.81 ms [2022-04-06 23:20:19 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.03118 | Time: 1797.88 ms [2022-04-06 23:20:21 main:574] : INFO : Epoch 1732 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 1784.3 ms [2022-04-06 23:20:22 main:574] : INFO : Epoch 1733 | loss: 0.0311628 | val_loss: 0.0311816 | Time: 1785.02 ms [2022-04-06 23:20:24 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.0311784 | Time: 1777 ms [2022-04-06 23:20:26 main:574] : INFO : Epoch 1735 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 1756.19 ms [2022-04-06 23:20:28 main:574] : INFO : Epoch 1736 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1799.4 ms [2022-04-06 23:20:30 main:574] : INFO : Epoch 1737 | loss: 0.0311605 | val_loss: 0.0311787 | Time: 1787.6 ms [2022-04-06 23:20:31 main:574] : INFO : Epoch 1738 | loss: 0.0311617 | val_loss: 0.0311789 | Time: 1763.4 ms [2022-04-06 23:20:33 main:574] : INFO : Epoch 1739 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 1786.59 ms [2022-04-06 23:20:35 main:574] : INFO : Epoch 1740 | loss: 0.0311592 | val_loss: 0.0311796 | Time: 1776.9 ms [2022-04-06 23:20:37 main:574] : INFO : Epoch 1741 | loss: 0.0311602 | val_loss: 0.0311777 | Time: 1810.79 ms [2022-04-06 23:20:39 main:574] : INFO : Epoch 1742 | loss: 0.0311618 | val_loss: 0.0311774 | Time: 1790.55 ms [2022-04-06 23:20:40 main:574] : INFO : Epoch 1743 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 1796.62 ms [2022-04-06 23:20:42 main:574] : INFO : Epoch 1744 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1776.98 ms [2022-04-06 23:20:44 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1769.15 ms [2022-04-06 23:20:46 main:574] : INFO : Epoch 1746 | loss: 0.0311677 | val_loss: 0.0311768 | Time: 1797.15 ms [2022-04-06 23:20:47 main:574] : INFO : Epoch 1747 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 1746.92 ms [2022-04-06 23:20:49 main:574] : INFO : Epoch 1748 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 1717.99 ms [2022-04-06 23:20:51 main:574] : INFO : Epoch 1749 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1870.95 ms [2022-04-06 23:20:53 main:574] : INFO : Epoch 1750 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1772.59 ms [2022-04-06 23:20:55 main:574] : INFO : Epoch 1751 | loss: 0.0311703 | val_loss: 0.031181 | Time: 1790.39 ms [2022-04-06 23:20:56 main:574] : INFO : Epoch 1752 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 1809.62 ms [2022-04-06 23:20:58 main:574] : INFO : Epoch 1753 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 1777.5 ms [2022-04-06 23:21:00 main:574] : INFO : Epoch 1754 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 1796.07 ms [2022-04-06 23:21:02 main:574] : INFO : Epoch 1755 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 1758.69 ms [2022-04-06 23:21:04 main:574] : INFO : Epoch 1756 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 1801.9 ms [2022-04-06 23:21:05 main:574] : INFO : Epoch 1757 | loss: 0.0311662 | val_loss: 0.0311806 | Time: 1770.83 ms [2022-04-06 23:21:07 main:574] : INFO : Epoch 1758 | loss: 0.0311659 | val_loss: 0.0311795 | Time: 1813.18 ms [2022-04-06 23:21:09 main:574] : INFO : Epoch 1759 | loss: 0.0311654 | val_loss: 0.0311815 | Time: 1776.92 ms [2022-04-06 23:21:11 main:574] : INFO : Epoch 1760 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 1796.85 ms [2022-04-06 23:21:13 main:574] : INFO : Epoch 1761 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 1787.56 ms [2022-04-06 23:21:14 main:574] : INFO : Epoch 1762 | loss: 0.031165 | val_loss: 0.0311793 | Time: 1783.72 ms [2022-04-06 23:21:16 main:574] : INFO : Epoch 1763 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 1757.75 ms [2022-04-06 23:21:18 main:574] : INFO : Epoch 1764 | loss: 0.0311648 | val_loss: 0.031179 | Time: 1808.51 ms [2022-04-06 23:21:20 main:574] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.0311813 | Time: 1846.37 ms [2022-04-06 23:21:22 main:574] : INFO : Epoch 1766 | loss: 0.0311648 | val_loss: 0.0311831 | Time: 1783.4 ms [2022-04-06 23:21:23 main:574] : INFO : Epoch 1767 | loss: 0.0311676 | val_loss: 0.0311849 | Time: 1762.24 ms [2022-04-06 23:21:25 main:574] : INFO : Epoch 1768 | loss: 0.0311699 | val_loss: 0.031182 | Time: 1781.37 ms [2022-04-06 23:21:27 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311817 | Time: 1776.64 ms [2022-04-06 23:21:29 main:574] : INFO : Epoch 1770 | loss: 0.0311688 | val_loss: 0.0311815 | Time: 1798.3 ms [2022-04-06 23:21:31 main:574] : INFO : Epoch 1771 | loss: 0.0311685 | val_loss: 0.0311891 | Time: 1755.78 ms [2022-04-06 23:21:32 main:574] : INFO : Epoch 1772 | loss: 0.031183 | val_loss: 0.0312837 | Time: 1749.64 ms [2022-04-06 23:21:34 main:574] : INFO : Epoch 1773 | loss: 0.0333241 | val_loss: 0.0314994 | Time: 1774.98 ms [2022-04-06 23:21:36 main:574] : INFO : Epoch 1774 | loss: 0.0402993 | val_loss: 0.0320087 | Time: 1782.06 ms [2022-04-06 23:21:38 main:574] : INFO : Epoch 1775 | loss: 0.0368849 | val_loss: 0.0328727 | Time: 1767.87 ms [2022-04-06 23:21:39 main:574] : INFO : Epoch 1776 | loss: 0.03188 | val_loss: 0.0313499 | Time: 1776.83 ms [2022-04-06 23:21:41 main:574] : INFO : Epoch 1777 | loss: 0.0313191 | val_loss: 0.0312566 | Time: 1744.1 ms [2022-04-06 23:21:43 main:574] : INFO : Epoch 1778 | loss: 0.0312368 | val_loss: 0.0312268 | Time: 1801.88 ms [2022-04-06 23:21:45 main:574] : INFO : Epoch 1779 | loss: 0.0312144 | val_loss: 0.0312094 | Time: 1751.64 ms [2022-04-06 23:21:47 main:574] : INFO : Epoch 1780 | loss: 0.0312051 | val_loss: 0.0312045 | Time: 1786.32 ms [2022-04-06 23:21:48 main:574] : INFO : Epoch 1781 | loss: 0.031199 | val_loss: 0.0312001 | Time: 1750.74 ms [2022-04-06 23:21:50 main:574] : INFO : Epoch 1782 | loss: 0.031196 | val_loss: 0.0311976 | Time: 1806.22 ms [2022-04-06 23:21:52 main:574] : INFO : Epoch 1783 | loss: 0.0311933 | val_loss: 0.0311972 | Time: 1776.51 ms [2022-04-06 23:21:54 main:574] : INFO : Epoch 1784 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 1761.47 ms [2022-04-06 23:21:55 main:574] : INFO : Epoch 1785 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 1776.18 ms [2022-04-06 23:21:57 main:574] : INFO : Epoch 1786 | loss: 0.0311869 | val_loss: 0.0311942 | Time: 1757.32 ms [2022-04-06 23:21:59 main:574] : INFO : Epoch 1787 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1764.99 ms [2022-04-06 23:22:01 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 1782.17 ms [2022-04-06 23:22:03 main:574] : INFO : Epoch 1789 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 1764.73 ms [2022-04-06 23:22:04 main:574] : INFO : Epoch 1790 | loss: 0.0311788 | val_loss: 0.0311864 | Time: 1763.88 ms [2022-04-06 23:22:06 main:574] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 1770.99 ms [2022-04-06 23:22:08 main:574] : INFO : Epoch 1792 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1786.6 ms [2022-04-06 23:22:10 main:574] : INFO : Epoch 1793 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 1739.18 ms [2022-04-06 23:22:11 main:574] : INFO : Epoch 1794 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 1766.6 ms [2022-04-06 23:22:13 main:574] : INFO : Epoch 1795 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 1783.3 ms [2022-04-06 23:22:15 main:574] : INFO : Epoch 1796 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 1728.41 ms [2022-04-06 23:22:17 main:574] : INFO : Epoch 1797 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 1759.51 ms [2022-04-06 23:22:19 main:574] : INFO : Epoch 1798 | loss: 0.0311714 | val_loss: 0.0311817 | Time: 1788.68 ms [2022-04-06 23:22:20 main:574] : INFO : Epoch 1799 | loss: 0.0311711 | val_loss: 0.0311841 | Time: 1748.33 ms [2022-04-06 23:22:22 main:574] : INFO : Epoch 1800 | loss: 0.0311717 | val_loss: 0.0311839 | Time: 1791.92 ms [2022-04-06 23:22:24 main:574] : INFO : Epoch 1801 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 1766.43 ms [2022-04-06 23:22:26 main:574] : INFO : Epoch 1802 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 1747.89 ms [2022-04-06 23:22:27 main:574] : INFO : Epoch 1803 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 1789.55 ms [2022-04-06 23:22:29 main:574] : INFO : Epoch 1804 | loss: 0.0311692 | val_loss: 0.0311813 | Time: 1760.81 ms [2022-04-06 23:22:31 main:574] : INFO : Epoch 1805 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 1820.26 ms [2022-04-06 23:22:33 main:574] : INFO : Epoch 1806 | loss: 0.0311689 | val_loss: 0.0311825 | Time: 1775.32 ms [2022-04-06 23:22:35 main:574] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1768.66 ms [2022-04-06 23:22:36 main:574] : INFO : Epoch 1808 | loss: 0.0311684 | val_loss: 0.0311825 | Time: 1791.57 ms [2022-04-06 23:22:38 main:574] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311822 | Time: 1808.39 ms [2022-04-06 23:22:40 main:574] : INFO : Epoch 1810 | loss: 0.0311684 | val_loss: 0.0311832 | Time: 1762.75 ms [2022-04-06 23:22:42 main:574] : INFO : Epoch 1811 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 1792.45 ms [2022-04-06 23:22:44 main:574] : INFO : Epoch 1812 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1778.8 ms [2022-04-06 23:22:45 main:574] : INFO : Epoch 1813 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 1766.88 ms [2022-04-06 23:22:47 main:574] : INFO : Epoch 1814 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 1792.58 ms [2022-04-06 23:22:49 main:574] : INFO : Epoch 1815 | loss: 0.0311669 | val_loss: 0.0311816 | Time: 1752.17 ms [2022-04-06 23:22:51 main:574] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.031182 | Time: 1785.61 ms [2022-04-06 23:22:52 main:574] : INFO : Epoch 1817 | loss: 0.0311661 | val_loss: 0.0311828 | Time: 1758.94 ms [2022-04-06 23:22:54 main:574] : INFO : Epoch 1818 | loss: 0.0311658 | val_loss: 0.0311815 | Time: 1782.07 ms [2022-04-06 23:22:56 main:574] : INFO : Epoch 1819 | loss: 0.0311652 | val_loss: 0.0311824 | Time: 1770.57 ms [2022-04-06 23:22:58 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311859 | Time: 1775.91 ms [2022-04-06 23:23:00 main:574] : INFO : Epoch 1821 | loss: 0.0311663 | val_loss: 0.0311814 | Time: 1798.28 ms [2022-04-06 23:23:01 main:574] : INFO : Epoch 1822 | loss: 0.0311658 | val_loss: 0.0311832 | Time: 1787.78 ms [2022-04-06 23:23:03 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311809 | Time: 1802.43 ms [2022-04-06 23:23:05 main:574] : INFO : Epoch 1824 | loss: 0.0311661 | val_loss: 0.0311811 | Time: 1751.07 ms [2022-04-06 23:23:07 main:574] : INFO : Epoch 1825 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1770.44 ms [2022-04-06 23:23:09 main:574] : INFO : Epoch 1826 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1800.79 ms [2022-04-06 23:23:10 main:574] : INFO : Epoch 1827 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1787.33 ms [2022-04-06 23:23:12 main:574] : INFO : Epoch 1828 | loss: 0.0311686 | val_loss: 0.0311793 | Time: 1783.01 ms [2022-04-06 23:23:14 main:574] : INFO : Epoch 1829 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 1806.97 ms [2022-04-06 23:23:16 main:574] : INFO : Epoch 1830 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 1799.92 ms [2022-04-06 23:23:18 main:574] : INFO : Epoch 1831 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 1789.67 ms [2022-04-06 23:23:19 main:574] : INFO : Epoch 1832 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 1782.25 ms [2022-04-06 23:23:21 main:574] : INFO : Epoch 1833 | loss: 0.0311655 | val_loss: 0.0311825 | Time: 1773.4 ms [2022-04-06 23:23:23 main:574] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311779 | Time: 1766.95 ms [2022-04-06 23:23:25 main:574] : INFO : Epoch 1835 | loss: 0.031164 | val_loss: 0.0311775 | Time: 1744.34 ms [2022-04-06 23:23:27 main:574] : INFO : Epoch 1836 | loss: 0.031165 | val_loss: 0.0311781 | Time: 1773.47 ms [2022-04-06 23:23:28 main:574] : INFO : Epoch 1837 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 1772.02 ms [2022-04-06 23:23:30 main:574] : INFO : Epoch 1838 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 1786.27 ms [2022-04-06 23:23:32 main:574] : INFO : Epoch 1839 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 1799.99 ms [2022-04-06 23:23:34 main:574] : INFO : Epoch 1840 | loss: 0.0311647 | val_loss: 0.0311809 | Time: 1775.61 ms [2022-04-06 23:23:35 main:574] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311782 | Time: 1738.8 ms [2022-04-06 23:23:37 main:574] : INFO : Epoch 1842 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 1776.9 ms [2022-04-06 23:23:39 main:574] : INFO : Epoch 1843 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1769.77 ms [2022-04-06 23:23:41 main:574] : INFO : Epoch 1844 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 1797.52 ms [2022-04-06 23:23:43 main:574] : INFO : Epoch 1845 | loss: 0.0311621 | val_loss: 0.0311777 | Time: 1765.31 ms [2022-04-06 23:23:44 main:574] : INFO : Epoch 1846 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 1777.24 ms [2022-04-06 23:23:46 main:574] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 1764.77 ms [2022-04-06 23:23:48 main:574] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311783 | Time: 1730.86 ms [2022-04-06 23:23:50 main:574] : INFO : Epoch 1849 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 1789.6 ms [2022-04-06 23:23:51 main:574] : INFO : Epoch 1850 | loss: 0.031162 | val_loss: 0.0311772 | Time: 1757.66 ms [2022-04-06 23:23:53 main:574] : INFO : Epoch 1851 | loss: 0.0311607 | val_loss: 0.0311787 | Time: 1787.11 ms [2022-04-06 23:23:55 main:574] : INFO : Epoch 1852 | loss: 0.0311606 | val_loss: 0.0311786 | Time: 1789.34 ms [2022-04-06 23:23:57 main:574] : INFO : Epoch 1853 | loss: 0.0311596 | val_loss: 0.031178 | Time: 1794.55 ms [2022-04-06 23:23:59 main:574] : INFO : Epoch 1854 | loss: 0.0311596 | val_loss: 0.0311791 | Time: 1706.88 ms [2022-04-06 23:24:00 main:574] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1736.93 ms [2022-04-06 23:24:02 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.03118 | Time: 1882.45 ms [2022-04-06 23:24:04 main:574] : INFO : Epoch 1857 | loss: 0.0311609 | val_loss: 0.031179 | Time: 1785.27 ms [2022-04-06 23:24:06 main:574] : INFO : Epoch 1858 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 1765.02 ms [2022-04-06 23:24:08 main:574] : INFO : Epoch 1859 | loss: 0.0311593 | val_loss: 0.0311761 | Time: 1778.89 ms [2022-04-06 23:24:09 main:574] : INFO : Epoch 1860 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 1782.25 ms [2022-04-06 23:24:11 main:574] : INFO : Epoch 1861 | loss: 0.0311635 | val_loss: 0.0311783 | Time: 1752.72 ms [2022-04-06 23:24:13 main:574] : INFO : Epoch 1862 | loss: 0.0311616 | val_loss: 0.0311776 | Time: 1742.8 ms [2022-04-06 23:24:15 main:574] : INFO : Epoch 1863 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 1800.96 ms [2022-04-06 23:24:16 main:574] : INFO : Epoch 1864 | loss: 0.0311607 | val_loss: 0.0311761 | Time: 1770.81 ms [2022-04-06 23:24:18 main:574] : INFO : Epoch 1865 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1788.77 ms [2022-04-06 23:24:20 main:574] : INFO : Epoch 1866 | loss: 0.0311627 | val_loss: 0.031174 | Time: 1791.69 ms [2022-04-06 23:24:22 main:574] : INFO : Epoch 1867 | loss: 0.0311616 | val_loss: 0.0311768 | Time: 1811.47 ms [2022-04-06 23:24:24 main:574] : INFO : Epoch 1868 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 1828.85 ms [2022-04-06 23:24:26 main:574] : INFO : Epoch 1869 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 1807.07 ms [2022-04-06 23:24:27 main:574] : INFO : Epoch 1870 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 1818.52 ms [2022-04-06 23:24:29 main:574] : INFO : Epoch 1871 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 1773.06 ms [2022-04-06 23:24:31 main:574] : INFO : Epoch 1872 | loss: 0.031163 | val_loss: 0.0311777 | Time: 1785.62 ms [2022-04-06 23:24:33 main:574] : INFO : Epoch 1873 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 1781.85 ms [2022-04-06 23:24:35 main:574] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.0311785 | Time: 1795.54 ms [2022-04-06 23:24:36 main:574] : INFO : Epoch 1875 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 1742.81 ms [2022-04-06 23:24:38 main:574] : INFO : Epoch 1876 | loss: 0.0311612 | val_loss: 0.0311765 | Time: 1982.58 ms [2022-04-06 23:24:40 main:574] : INFO : Epoch 1877 | loss: 0.0311611 | val_loss: 0.0311773 | Time: 1838.2 ms [2022-04-06 23:24:42 main:574] : INFO : Epoch 1878 | loss: 0.03116 | val_loss: 0.0311781 | Time: 1845.07 ms [2022-04-06 23:24:44 main:574] : INFO : Epoch 1879 | loss: 0.0311601 | val_loss: 0.0311762 | Time: 1846.93 ms [2022-04-06 23:24:46 main:574] : INFO : Epoch 1880 | loss: 0.0311598 | val_loss: 0.031177 | Time: 1830.63 ms [2022-04-06 23:24:48 main:574] : INFO : Epoch 1881 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 1999.97 ms [2022-04-06 23:24:50 main:574] : INFO : Epoch 1882 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 1856.47 ms [2022-04-06 23:24:51 main:574] : INFO : Epoch 1883 | loss: 0.0311628 | val_loss: 0.0311775 | Time: 1836.23 ms [2022-04-06 23:24:53 main:574] : INFO : Epoch 1884 | loss: 0.0311676 | val_loss: 0.0311801 | Time: 1970.54 ms [2022-04-06 23:24:55 main:574] : INFO : Epoch 1885 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 1845.86 ms [2022-04-06 23:24:57 main:574] : INFO : Epoch 1886 | loss: 0.0311644 | val_loss: 0.0311782 | Time: 1774.65 ms [2022-04-06 23:24:59 main:574] : INFO : Epoch 1887 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 1711.96 ms [2022-04-06 23:25:01 main:574] : INFO : Epoch 1888 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 1918.35 ms [2022-04-06 23:25:02 main:574] : INFO : Epoch 1889 | loss: 0.0311616 | val_loss: 0.0311786 | Time: 1801.74 ms [2022-04-06 23:25:04 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311759 | Time: 1778.67 ms [2022-04-06 23:25:06 main:574] : INFO : Epoch 1891 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1766.64 ms [2022-04-06 23:25:08 main:574] : INFO : Epoch 1892 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 1813.96 ms [2022-04-06 23:25:10 main:574] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.0311773 | Time: 1767.71 ms [2022-04-06 23:25:11 main:574] : INFO : Epoch 1894 | loss: 0.031159 | val_loss: 0.0311785 | Time: 1833.81 ms [2022-04-06 23:25:13 main:574] : INFO : Epoch 1895 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 1836.03 ms [2022-04-06 23:25:15 main:574] : INFO : Epoch 1896 | loss: 0.0311584 | val_loss: 0.0311771 | Time: 1851.91 ms [2022-04-06 23:25:17 main:574] : INFO : Epoch 1897 | loss: 0.031161 | val_loss: 0.0311763 | Time: 1841.94 ms [2022-04-06 23:25:19 main:574] : INFO : Epoch 1898 | loss: 0.0311603 | val_loss: 0.0311747 | Time: 1837.61 ms [2022-04-06 23:25:21 main:574] : INFO : Epoch 1899 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 1849.19 ms [2022-04-06 23:25:23 main:574] : INFO : Epoch 1900 | loss: 0.0311582 | val_loss: 0.0311779 | Time: 1834 ms [2022-04-06 23:25:25 main:574] : INFO : Epoch 1901 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 1873.34 ms [2022-04-06 23:25:26 main:574] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.031177 | Time: 1865.42 ms [2022-04-06 23:25:28 main:574] : INFO : Epoch 1903 | loss: 0.0311582 | val_loss: 0.0311772 | Time: 1889.84 ms [2022-04-06 23:25:30 main:574] : INFO : Epoch 1904 | loss: 0.031158 | val_loss: 0.0311769 | Time: 1847.6 ms [2022-04-06 23:25:32 main:574] : INFO : Epoch 1905 | loss: 0.0311577 | val_loss: 0.0311789 | Time: 1827.03 ms [2022-04-06 23:25:34 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.031179 | Time: 1912 ms [2022-04-06 23:25:36 main:574] : INFO : Epoch 1907 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 1866.61 ms [2022-04-06 23:25:38 main:574] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311782 | Time: 1862.94 ms [2022-04-06 23:25:40 main:574] : INFO : Epoch 1909 | loss: 0.0311563 | val_loss: 0.031178 | Time: 1819.79 ms [2022-04-06 23:25:41 main:574] : INFO : Epoch 1910 | loss: 0.0311565 | val_loss: 0.0311784 | Time: 1838.51 ms [2022-04-06 23:25:43 main:574] : INFO : Epoch 1911 | loss: 0.0311571 | val_loss: 0.0311791 | Time: 1826.23 ms [2022-04-06 23:25:45 main:574] : INFO : Epoch 1912 | loss: 0.0311558 | val_loss: 0.0311774 | Time: 1856.72 ms [2022-04-06 23:25:47 main:574] : INFO : Epoch 1913 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 1846.24 ms [2022-04-06 23:25:49 main:574] : INFO : Epoch 1914 | loss: 0.0311558 | val_loss: 0.0311785 | Time: 1821.96 ms [2022-04-06 23:25:51 main:574] : INFO : Epoch 1915 | loss: 0.0311556 | val_loss: 0.0311828 | Time: 1968.81 ms [2022-04-06 23:25:53 main:574] : INFO : Epoch 1916 | loss: 0.031159 | val_loss: 0.0311809 | Time: 1813.08 ms [2022-04-06 23:25:54 main:574] : INFO : Epoch 1917 | loss: 0.0311608 | val_loss: 0.0311814 | Time: 1779.41 ms [2022-04-06 23:25:56 main:574] : INFO : Epoch 1918 | loss: 0.0311599 | val_loss: 0.0311789 | Time: 1778.99 ms [2022-04-06 23:25:58 main:574] : INFO : Epoch 1919 | loss: 0.0311589 | val_loss: 0.0311798 | Time: 1778.22 ms [2022-04-06 23:26:00 main:574] : INFO : Epoch 1920 | loss: 0.0311571 | val_loss: 0.0311807 | Time: 1781.25 ms [2022-04-06 23:26:02 main:574] : INFO : Epoch 1921 | loss: 0.0311584 | val_loss: 0.0311809 | Time: 1814.2 ms [2022-04-06 23:26:03 main:574] : INFO : Epoch 1922 | loss: 0.0311574 | val_loss: 0.0311862 | Time: 1787.13 ms [2022-04-06 23:26:05 main:574] : INFO : Epoch 1923 | loss: 0.0311589 | val_loss: 0.0311814 | Time: 1770.92 ms [2022-04-06 23:26:07 main:574] : INFO : Epoch 1924 | loss: 0.0311579 | val_loss: 0.0311785 | Time: 1830.71 ms [2022-04-06 23:26:09 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311818 | Time: 1749 ms [2022-04-06 23:26:11 main:574] : INFO : Epoch 1926 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 1785.32 ms [2022-04-06 23:26:12 main:574] : INFO : Epoch 1927 | loss: 0.0311557 | val_loss: 0.0311798 | Time: 1759.69 ms [2022-04-06 23:26:14 main:574] : INFO : Epoch 1928 | loss: 0.0311568 | val_loss: 0.0311796 | Time: 1777.92 ms [2022-04-06 23:26:16 main:574] : INFO : Epoch 1929 | loss: 0.0311566 | val_loss: 0.031179 | Time: 1778.66 ms [2022-04-06 23:26:18 main:574] : INFO : Epoch 1930 | loss: 0.0311563 | val_loss: 0.0311815 | Time: 1785.7 ms [2022-04-06 23:26:19 main:574] : INFO : Epoch 1931 | loss: 0.0311568 | val_loss: 0.0311831 | Time: 1784.43 ms [2022-04-06 23:26:21 main:574] : INFO : Epoch 1932 | loss: 0.0311556 | val_loss: 0.0311821 | Time: 1792.08 ms [2022-04-06 23:26:23 main:574] : INFO : Epoch 1933 | loss: 0.0311546 | val_loss: 0.031181 | Time: 1767.76 ms [2022-04-06 23:26:25 main:574] : INFO : Epoch 1934 | loss: 0.0311538 | val_loss: 0.0311796 | Time: 1757.45 ms [2022-04-06 23:26:27 main:574] : INFO : Epoch 1935 | loss: 0.0311552 | val_loss: 0.031182 | Time: 1777.46 ms [2022-04-06 23:26:28 main:574] : INFO : Epoch 1936 | loss: 0.0311555 | val_loss: 0.0311869 | Time: 1765.5 ms [2022-04-06 23:26:30 main:574] : INFO : Epoch 1937 | loss: 0.0311567 | val_loss: 0.0311841 | Time: 1800.86 ms [2022-04-06 23:26:32 main:574] : INFO : Epoch 1938 | loss: 0.0311563 | val_loss: 0.031182 | Time: 1779.41 ms [2022-04-06 23:26:34 main:574] : INFO : Epoch 1939 | loss: 0.0311562 | val_loss: 0.0311832 | Time: 1789.89 ms [2022-04-06 23:26:36 main:574] : INFO : Epoch 1940 | loss: 0.031155 | val_loss: 0.0311835 | Time: 1763.56 ms [2022-04-06 23:26:37 main:574] : INFO : Epoch 1941 | loss: 0.0311548 | val_loss: 0.031182 | Time: 1782.99 ms [2022-04-06 23:26:39 main:574] : INFO : Epoch 1942 | loss: 0.0311544 | val_loss: 0.0311815 | Time: 1773.58 ms [2022-04-06 23:26:41 main:574] : INFO : Epoch 1943 | loss: 0.0311521 | val_loss: 0.0311791 | Time: 1756.04 ms [2022-04-06 23:26:43 main:574] : INFO : Epoch 1944 | loss: 0.0311524 | val_loss: 0.0311828 | Time: 1791.33 ms [2022-04-06 23:26:44 main:574] : INFO : Epoch 1945 | loss: 0.0311535 | val_loss: 0.0311854 | Time: 1803.13 ms [2022-04-06 23:26:46 main:574] : INFO : Epoch 1946 | loss: 0.0311548 | val_loss: 0.0311824 | Time: 1729.29 ms [2022-04-06 23:26:48 main:574] : INFO : Epoch 1947 | loss: 0.0311555 | val_loss: 0.0311835 | Time: 1749.36 ms [2022-04-06 23:26:50 main:574] : INFO : Epoch 1948 | loss: 0.0311557 | val_loss: 0.0311834 | Time: 1762.73 ms [2022-04-06 23:26:52 main:574] : INFO : Epoch 1949 | loss: 0.0311563 | val_loss: 0.031186 | Time: 1781.27 ms [2022-04-06 23:26:53 main:574] : INFO : Epoch 1950 | loss: 0.0311552 | val_loss: 0.0311806 | Time: 1781.29 ms [2022-04-06 23:26:55 main:574] : INFO : Epoch 1951 | loss: 0.0311557 | val_loss: 0.0311831 | Time: 1776.46 ms [2022-04-06 23:26:57 main:574] : INFO : Epoch 1952 | loss: 0.0311583 | val_loss: 0.0311765 | Time: 1790.58 ms [2022-04-06 23:26:59 main:574] : INFO : Epoch 1953 | loss: 0.0311573 | val_loss: 0.0311767 | Time: 1801.24 ms [2022-04-06 23:27:00 main:574] : INFO : Epoch 1954 | loss: 0.0311582 | val_loss: 0.0311806 | Time: 1748.22 ms [2022-04-06 23:27:02 main:574] : INFO : Epoch 1955 | loss: 0.0311567 | val_loss: 0.0311821 | Time: 1767.68 ms [2022-04-06 23:27:04 main:574] : INFO : Epoch 1956 | loss: 0.0311574 | val_loss: 0.0311782 | Time: 1773.98 ms [2022-04-06 23:27:06 main:574] : INFO : Epoch 1957 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 1795.37 ms [2022-04-06 23:27:08 main:574] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 1797.19 ms [2022-04-06 23:27:09 main:574] : INFO : Epoch 1959 | loss: 0.0311557 | val_loss: 0.0311788 | Time: 1738.16 ms [2022-04-06 23:27:11 main:574] : INFO : Epoch 1960 | loss: 0.0311559 | val_loss: 0.0311772 | Time: 1735.63 ms [2022-04-06 23:27:13 main:574] : INFO : Epoch 1961 | loss: 0.0311547 | val_loss: 0.0311789 | Time: 1880.52 ms [2022-04-06 23:27:15 main:574] : INFO : Epoch 1962 | loss: 0.0311537 | val_loss: 0.0311794 | Time: 1772.79 ms [2022-04-06 23:27:17 main:574] : INFO : Epoch 1963 | loss: 0.031155 | val_loss: 0.0311818 | Time: 1781.16 ms [2022-04-06 23:27:18 main:574] : INFO : Epoch 1964 | loss: 0.0311543 | val_loss: 0.0311812 | Time: 1770.89 ms [2022-04-06 23:27:20 main:574] : INFO : Epoch 1965 | loss: 0.0311539 | val_loss: 0.0311795 | Time: 1770.91 ms [2022-04-06 23:27:22 main:574] : INFO : Epoch 1966 | loss: 0.0311523 | val_loss: 0.0311816 | Time: 1781.63 ms [2022-04-06 23:27:24 main:574] : INFO : Epoch 1967 | loss: 0.0311526 | val_loss: 0.0311828 | Time: 1724.21 ms [2022-04-06 23:27:26 main:574] : INFO : Epoch 1968 | loss: 0.0311534 | val_loss: 0.0311819 | Time: 1853.1 ms [2022-04-06 23:27:27 main:574] : INFO : Epoch 1969 | loss: 0.0311543 | val_loss: 0.0311809 | Time: 1786.61 ms [2022-04-06 23:27:29 main:574] : INFO : Epoch 1970 | loss: 0.0311532 | val_loss: 0.0311827 | Time: 1799.71 ms [2022-04-06 23:27:31 main:574] : INFO : Epoch 1971 | loss: 0.0311543 | val_loss: 0.0311816 | Time: 1749.66 ms [2022-04-06 23:27:33 main:574] : INFO : Epoch 1972 | loss: 0.0311561 | val_loss: 0.0311806 | Time: 1756.85 ms [2022-04-06 23:27:34 main:574] : INFO : Epoch 1973 | loss: 0.0311555 | val_loss: 0.0311821 | Time: 1775.06 ms [2022-04-06 23:27:36 main:574] : INFO : Epoch 1974 | loss: 0.031156 | val_loss: 0.0311841 | Time: 1780.44 ms [2022-04-06 23:27:38 main:574] : INFO : Epoch 1975 | loss: 0.0311528 | val_loss: 0.0311885 | Time: 1783.12 ms [2022-04-06 23:27:40 main:574] : INFO : Epoch 1976 | loss: 0.0311538 | val_loss: 0.0311877 | Time: 1804.33 ms [2022-04-06 23:27:42 main:574] : INFO : Epoch 1977 | loss: 0.0311533 | val_loss: 0.0311859 | Time: 1754.58 ms [2022-04-06 23:27:43 main:574] : INFO : Epoch 1978 | loss: 0.0311545 | val_loss: 0.0311832 | Time: 1788.29 ms [2022-04-06 23:27:45 main:574] : INFO : Epoch 1979 | loss: 0.0311535 | val_loss: 0.0311812 | Time: 1782.73 ms [2022-04-06 23:27:47 main:574] : INFO : Epoch 1980 | loss: 0.0311525 | val_loss: 0.0311796 | Time: 1786.48 ms [2022-04-06 23:27:49 main:574] : INFO : Epoch 1981 | loss: 0.0311527 | val_loss: 0.0311869 | Time: 1791.54 ms [2022-04-06 23:27:51 main:574] : INFO : Epoch 1982 | loss: 0.0311568 | val_loss: 0.0311812 | Time: 1779.62 ms [2022-04-06 23:27:52 main:574] : INFO : Epoch 1983 | loss: 0.0311518 | val_loss: 0.0311853 | Time: 1744.46 ms [2022-04-06 23:27:54 main:574] : INFO : Epoch 1984 | loss: 0.0311544 | val_loss: 0.0311825 | Time: 1791.85 ms [2022-04-06 23:27:56 main:574] : INFO : Epoch 1985 | loss: 0.0311574 | val_loss: 0.0311811 | Time: 1769.4 ms [2022-04-06 23:27:58 main:574] : INFO : Epoch 1986 | loss: 0.0311601 | val_loss: 0.0311792 | Time: 1761.92 ms [2022-04-06 23:27:59 main:574] : INFO : Epoch 1987 | loss: 0.0311563 | val_loss: 0.0311795 | Time: 1761.46 ms [2022-04-06 23:28:01 main:574] : INFO : Epoch 1988 | loss: 0.0311568 | val_loss: 0.0311832 | Time: 1769.58 ms [2022-04-06 23:28:03 main:574] : INFO : Epoch 1989 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 1742.32 ms [2022-04-06 23:28:05 main:574] : INFO : Epoch 1990 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 1794.28 ms [2022-04-06 23:28:07 main:574] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.0311793 | Time: 1792.99 ms [2022-04-06 23:28:08 main:574] : INFO : Epoch 1992 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 1770.6 ms [2022-04-06 23:28:10 main:574] : INFO : Epoch 1993 | loss: 0.0311592 | val_loss: 0.0311796 | Time: 1760.44 ms [2022-04-06 23:28:12 main:574] : INFO : Epoch 1994 | loss: 0.0311566 | val_loss: 0.0311818 | Time: 1764.72 ms [2022-04-06 23:28:14 main:574] : INFO : Epoch 1995 | loss: 0.0311576 | val_loss: 0.0311838 | Time: 1778.42 ms [2022-04-06 23:28:15 main:574] : INFO : Epoch 1996 | loss: 0.0311584 | val_loss: 0.0311833 | Time: 1764.49 ms [2022-04-06 23:28:17 main:574] : INFO : Epoch 1997 | loss: 0.0311554 | val_loss: 0.0311801 | Time: 1741.97 ms [2022-04-06 23:28:19 main:574] : INFO : Epoch 1998 | loss: 0.031154 | val_loss: 0.0311821 | Time: 1758.34 ms [2022-04-06 23:28:21 main:574] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311841 | Time: 1779.74 ms [2022-04-06 23:28:22 main:574] : INFO : Epoch 2000 | loss: 0.0311527 | val_loss: 0.0311819 | Time: 1737.16 ms [2022-04-06 23:28:24 main:574] : INFO : Epoch 2001 | loss: 0.0311553 | val_loss: 0.0311819 | Time: 1778.44 ms [2022-04-06 23:28:26 main:574] : INFO : Epoch 2002 | loss: 0.0311534 | val_loss: 0.0311818 | Time: 1798.17 ms [2022-04-06 23:28:28 main:574] : INFO : Epoch 2003 | loss: 0.0311517 | val_loss: 0.0311797 | Time: 1789.16 ms [2022-04-06 23:28:30 main:574] : INFO : Epoch 2004 | loss: 0.0311516 | val_loss: 0.0311855 | Time: 1776.57 ms [2022-04-06 23:28:31 main:574] : INFO : Epoch 2005 | loss: 0.0311538 | val_loss: 0.0311846 | Time: 1768.78 ms [2022-04-06 23:28:33 main:574] : INFO : Epoch 2006 | loss: 0.0311543 | val_loss: 0.0311826 | Time: 1793.58 ms [2022-04-06 23:28:35 main:574] : INFO : Epoch 2007 | loss: 0.0311494 | val_loss: 0.0311819 | Time: 1777.62 ms [2022-04-06 23:28:37 main:574] : INFO : Epoch 2008 | loss: 0.0311499 | val_loss: 0.0311798 | Time: 1774.01 ms [2022-04-06 23:28:39 main:574] : INFO : Epoch 2009 | loss: 0.0311505 | val_loss: 0.031185 | Time: 1816.12 ms [2022-04-06 23:28:40 main:574] : INFO : Epoch 2010 | loss: 0.0311529 | val_loss: 0.0311831 | Time: 1771.7 ms [2022-04-06 23:28:42 main:574] : INFO : Epoch 2011 | loss: 0.0311523 | val_loss: 0.0311812 | Time: 1777.22 ms [2022-04-06 23:28:44 main:574] : INFO : Epoch 2012 | loss: 0.0311542 | val_loss: 0.0311838 | Time: 1770.97 ms [2022-04-06 23:28:46 main:574] : INFO : Epoch 2013 | loss: 0.031154 | val_loss: 0.0311808 | Time: 1769.1 ms [2022-04-06 23:28:48 main:574] : INFO : Epoch 2014 | loss: 0.0311508 | val_loss: 0.0311836 | Time: 1787.34 ms [2022-04-06 23:28:49 main:574] : INFO : Epoch 2015 | loss: 0.0311513 | val_loss: 0.0311879 | Time: 1773.05 ms [2022-04-06 23:28:51 main:574] : INFO : Epoch 2016 | loss: 0.0311552 | val_loss: 0.0311856 | Time: 1774.47 ms [2022-04-06 23:28:53 main:574] : INFO : Epoch 2017 | loss: 0.0311517 | val_loss: 0.0311858 | Time: 1784.21 ms [2022-04-06 23:28:55 main:574] : INFO : Epoch 2018 | loss: 0.0311558 | val_loss: 0.0311833 | Time: 1764.05 ms [2022-04-06 23:28:56 main:574] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.0311832 | Time: 1778.42 ms [2022-04-06 23:28:58 main:574] : INFO : Epoch 2020 | loss: 0.0311505 | val_loss: 0.0311836 | Time: 1779.88 ms [2022-04-06 23:29:00 main:574] : INFO : Epoch 2021 | loss: 0.0311499 | val_loss: 0.0311822 | Time: 1780.13 ms [2022-04-06 23:29:02 main:574] : INFO : Epoch 2022 | loss: 0.0311581 | val_loss: 0.0311835 | Time: 1785.37 ms [2022-04-06 23:29:04 main:574] : INFO : Epoch 2023 | loss: 0.0311619 | val_loss: 0.0311822 | Time: 1761.06 ms [2022-04-06 23:29:05 main:574] : INFO : Epoch 2024 | loss: 0.0311565 | val_loss: 0.0311874 | Time: 1730.89 ms [2022-04-06 23:29:07 main:574] : INFO : Epoch 2025 | loss: 0.0311538 | val_loss: 0.0311831 | Time: 1778.93 ms [2022-04-06 23:29:09 main:574] : INFO : Epoch 2026 | loss: 0.0311524 | val_loss: 0.0311827 | Time: 1776.92 ms [2022-04-06 23:29:11 main:574] : INFO : Epoch 2027 | loss: 0.0311527 | val_loss: 0.031183 | Time: 1779.3 ms [2022-04-06 23:29:12 main:574] : INFO : Epoch 2028 | loss: 0.0311527 | val_loss: 0.0311859 | Time: 1747.76 ms [2022-04-06 23:29:14 main:574] : INFO : Epoch 2029 | loss: 0.0311522 | val_loss: 0.0311821 | Time: 1810.41 ms [2022-04-06 23:29:16 main:574] : INFO : Epoch 2030 | loss: 0.0311525 | val_loss: 0.0311829 | Time: 1823.34 ms [2022-04-06 23:29:18 main:574] : INFO : Epoch 2031 | loss: 0.0311546 | val_loss: 0.0311838 | Time: 1783.37 ms [2022-04-06 23:29:20 main:574] : INFO : Epoch 2032 | loss: 0.031154 | val_loss: 0.0311843 | Time: 1750.46 ms [2022-04-06 23:29:21 main:574] : INFO : Epoch 2033 | loss: 0.031154 | val_loss: 0.0311847 | Time: 1795.29 ms [2022-04-06 23:29:23 main:574] : INFO : Epoch 2034 | loss: 0.0311534 | val_loss: 0.0311885 | Time: 1783.29 ms [2022-04-06 23:29:25 main:574] : INFO : Epoch 2035 | loss: 0.0311533 | val_loss: 0.0311832 | Time: 1750.05 ms [2022-04-06 23:29:27 main:574] : INFO : Epoch 2036 | loss: 0.0311522 | val_loss: 0.0311847 | Time: 1790.96 ms [2022-04-06 23:29:29 main:574] : INFO : Epoch 2037 | loss: 0.0311518 | val_loss: 0.0311874 | Time: 1754.12 ms [2022-04-06 23:29:30 main:574] : INFO : Epoch 2038 | loss: 0.0311533 | val_loss: 0.0311863 | Time: 1771.44 ms [2022-04-06 23:29:32 main:574] : INFO : Epoch 2039 | loss: 0.0311534 | val_loss: 0.0311844 | Time: 1773.92 ms [2022-04-06 23:29:34 main:574] : INFO : Epoch 2040 | loss: 0.031152 | val_loss: 0.0311848 | Time: 1780.24 ms [2022-04-06 23:29:36 main:574] : INFO : Epoch 2041 | loss: 0.0311587 | val_loss: 0.0311846 | Time: 1774.04 ms [2022-04-06 23:29:38 main:574] : INFO : Epoch 2042 | loss: 0.0311594 | val_loss: 0.0311879 | Time: 1756.87 ms [2022-04-06 23:29:39 main:574] : INFO : Epoch 2043 | loss: 0.0311573 | val_loss: 0.0311849 | Time: 1771.78 ms [2022-04-06 23:29:41 main:574] : INFO : Epoch 2044 | loss: 0.0311552 | val_loss: 0.031185 | Time: 1763.11 ms [2022-04-06 23:29:43 main:574] : INFO : Epoch 2045 | loss: 0.0311557 | val_loss: 0.0311864 | Time: 1749.57 ms [2022-04-06 23:29:45 main:574] : INFO : Epoch 2046 | loss: 0.0311547 | val_loss: 0.0311848 | Time: 1789.41 ms [2022-04-06 23:29:46 main:574] : INFO : Epoch 2047 | loss: 0.0311538 | val_loss: 0.0311837 | Time: 1747.97 ms [2022-04-06 23:29:48 main:574] : INFO : Epoch 2048 | loss: 0.0311533 | val_loss: 0.0311858 | Time: 1798.15 ms [2022-04-06 23:29:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311858 [2022-04-06 23:29:48 main:603] : INFO : Saving end state to config to file [2022-04-06 23:29:48 main:608] : INFO : Success, exiting.. 23:29:48 (7724): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)