Task 14623028
| Name | ParityModified-1647047419-21088-3-0_2 |
| Workunit | 11431139 |
| Created | 17 Apr 2022, 18:51:51 UTC |
| Sent | 17 Apr 2022, 18:52:19 UTC |
| Report deadline | 25 Apr 2022, 18:52:19 UTC |
| Received | 17 Apr 2022, 19:53:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 0 min 49 sec |
| CPU time | 59 min 56 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: 0.0311746 | val_loss: 0.0311862 | Time: 1729.67 ms
[2022-04-17 21:38:37 main:574] : INFO : Epoch 1543 | loss: 0.0311741 | val_loss: 0.0311869 | Time: 1706.76 ms
[2022-04-17 21:38:39 main:574] : INFO : Epoch 1544 | loss: 0.0311737 | val_loss: 0.0311856 | Time: 1719.1 ms
[2022-04-17 21:38:41 main:574] : INFO : Epoch 1545 | loss: 0.031174 | val_loss: 0.031185 | Time: 1725.86 ms
[2022-04-17 21:38:43 main:574] : INFO : Epoch 1546 | loss: 0.0311768 | val_loss: 0.0311883 | Time: 1722.81 ms
[2022-04-17 21:38:44 main:574] : INFO : Epoch 1547 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 1718.68 ms
[2022-04-17 21:38:46 main:574] : INFO : Epoch 1548 | loss: 0.0311756 | val_loss: 0.0311863 | Time: 1728.26 ms
[2022-04-17 21:38:48 main:574] : INFO : Epoch 1549 | loss: 0.0311749 | val_loss: 0.0311855 | Time: 1722.38 ms
[2022-04-17 21:38:49 main:574] : INFO : Epoch 1550 | loss: 0.0311767 | val_loss: 0.0311895 | Time: 1721.59 ms
[2022-04-17 21:38:51 main:574] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 1729.94 ms
[2022-04-17 21:38:53 main:574] : INFO : Epoch 1552 | loss: 0.0311762 | val_loss: 0.0311856 | Time: 1726.8 ms
[2022-04-17 21:38:55 main:574] : INFO : Epoch 1553 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 1722.8 ms
[2022-04-17 21:38:56 main:574] : INFO : Epoch 1554 | loss: 0.0311774 | val_loss: 0.0311856 | Time: 1725.03 ms
[2022-04-17 21:38:58 main:574] : INFO : Epoch 1555 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 1713.45 ms
[2022-04-17 21:39:00 main:574] : INFO : Epoch 1556 | loss: 0.0311772 | val_loss: 0.0311857 | Time: 1715.72 ms
[2022-04-17 21:39:02 main:574] : INFO : Epoch 1557 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 1718.65 ms
[2022-04-17 21:39:03 main:574] : INFO : Epoch 1558 | loss: 0.0311785 | val_loss: 0.0311907 | Time: 1726.63 ms
[2022-04-17 21:39:05 main:574] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311874 | Time: 1716.3 ms
[2022-04-17 21:39:07 main:574] : INFO : Epoch 1560 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 1731.12 ms
[2022-04-17 21:39:08 main:574] : INFO : Epoch 1561 | loss: 0.0311777 | val_loss: 0.0311853 | Time: 1716.88 ms
[2022-04-17 21:39:10 main:574] : INFO : Epoch 1562 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 1722.3 ms
[2022-04-17 21:39:12 main:574] : INFO : Epoch 1563 | loss: 0.031177 | val_loss: 0.031185 | Time: 1716.75 ms
[2022-04-17 21:39:14 main:574] : INFO : Epoch 1564 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 1719.5 ms
[2022-04-17 21:39:15 main:574] : INFO : Epoch 1565 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 1726.4 ms
[2022-04-17 21:39:17 main:574] : INFO : Epoch 1566 | loss: 0.0311778 | val_loss: 0.031188 | Time: 1733.34 ms
[2022-04-17 21:39:19 main:574] : INFO : Epoch 1567 | loss: 0.031176 | val_loss: 0.0311861 | Time: 1721.48 ms
[2022-04-17 21:39:21 main:574] : INFO : Epoch 1568 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 1720.85 ms
[2022-04-17 21:39:22 main:574] : INFO : Epoch 1569 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 1713.03 ms
[2022-04-17 21:39:24 main:574] : INFO : Epoch 1570 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 1713.77 ms
[2022-04-17 21:39:26 main:574] : INFO : Epoch 1571 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 1718.24 ms
[2022-04-17 21:39:28 main:574] : INFO : Epoch 1572 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 1728.86 ms
[2022-04-17 21:39:29 main:574] : INFO : Epoch 1573 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 1717.58 ms
[2022-04-17 21:39:31 main:574] : INFO : Epoch 1574 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 1724.98 ms
[2022-04-17 21:39:33 main:574] : INFO : Epoch 1575 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 1722.08 ms
[2022-04-17 21:39:34 main:574] : INFO : Epoch 1576 | loss: 0.0311832 | val_loss: 0.0312078 | Time: 1749.01 ms
[2022-04-17 21:39:36 main:574] : INFO : Epoch 1577 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 1730.58 ms
[2022-04-17 21:39:38 main:574] : INFO : Epoch 1578 | loss: 0.0311814 | val_loss: 0.0311877 | Time: 1735.84 ms
[2022-04-17 21:39:40 main:574] : INFO : Epoch 1579 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 1715.51 ms
[2022-04-17 21:39:41 main:574] : INFO : Epoch 1580 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 1721.53 ms
[2022-04-17 21:39:43 main:574] : INFO : Epoch 1581 | loss: 0.0311786 | val_loss: 0.031189 | Time: 1713.28 ms
[2022-04-17 21:39:45 main:574] : INFO : Epoch 1582 | loss: 0.0311769 | val_loss: 0.0311858 | Time: 1731.73 ms
[2022-04-17 21:39:47 main:574] : INFO : Epoch 1583 | loss: 0.0311775 | val_loss: 0.0311904 | Time: 1725.68 ms
[2022-04-17 21:39:48 main:574] : INFO : Epoch 1584 | loss: 0.0311789 | val_loss: 0.0311893 | Time: 1726.52 ms
[2022-04-17 21:39:50 main:574] : INFO : Epoch 1585 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 1722.09 ms
[2022-04-17 21:39:52 main:574] : INFO : Epoch 1586 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 1719.3 ms
[2022-04-17 21:39:54 main:574] : INFO : Epoch 1587 | loss: 0.0311763 | val_loss: 0.0311884 | Time: 1725 ms
[2022-04-17 21:39:55 main:574] : INFO : Epoch 1588 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 1724.84 ms
[2022-04-17 21:39:57 main:574] : INFO : Epoch 1589 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 1717.91 ms
[2022-04-17 21:39:59 main:574] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1718.65 ms
[2022-04-17 21:40:01 main:574] : INFO : Epoch 1591 | loss: 0.0311748 | val_loss: 0.0311836 | Time: 1760.7 ms
[2022-04-17 21:40:02 main:574] : INFO : Epoch 1592 | loss: 0.0311756 | val_loss: 0.031184 | Time: 1813.97 ms
[2022-04-17 21:40:04 main:574] : INFO : Epoch 1593 | loss: 0.031176 | val_loss: 0.0311875 | Time: 1726.13 ms
[2022-04-17 21:40:06 main:574] : INFO : Epoch 1594 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 1715.88 ms
[2022-04-17 21:40:08 main:574] : INFO : Epoch 1595 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 1724.38 ms
[2022-04-17 21:40:09 main:574] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311915 | Time: 1730.45 ms
[2022-04-17 21:40:11 main:574] : INFO : Epoch 1597 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1727.03 ms
[2022-04-17 21:40:13 main:574] : INFO : Epoch 1598 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 1725.32 ms
[2022-04-17 21:40:14 main:574] : INFO : Epoch 1599 | loss: 0.0311765 | val_loss: 0.0311862 | Time: 1726.15 ms
[2022-04-17 21:40:16 main:574] : INFO : Epoch 1600 | loss: 0.0311776 | val_loss: 0.0311917 | Time: 1728.01 ms
[2022-04-17 21:40:18 main:574] : INFO : Epoch 1601 | loss: 0.0311798 | val_loss: 0.0311903 | Time: 1716.16 ms
[2022-04-17 21:40:20 main:574] : INFO : Epoch 1602 | loss: 0.0311781 | val_loss: 0.0311916 | Time: 1716.77 ms
[2022-04-17 21:40:21 main:574] : INFO : Epoch 1603 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 1722.53 ms
[2022-04-17 21:40:23 main:574] : INFO : Epoch 1604 | loss: 0.031179 | val_loss: 0.0311888 | Time: 1723 ms
[2022-04-17 21:40:25 main:574] : INFO : Epoch 1605 | loss: 0.0311778 | val_loss: 0.03119 | Time: 1737.23 ms
[2022-04-17 21:40:27 main:574] : INFO : Epoch 1606 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 1731.55 ms
[2022-04-17 21:40:28 main:574] : INFO : Epoch 1607 | loss: 0.03118 | val_loss: 0.0311862 | Time: 1714.13 ms
[2022-04-17 21:40:30 main:574] : INFO : Epoch 1608 | loss: 0.0311765 | val_loss: 0.0311851 | Time: 1724.16 ms
[2022-04-17 21:40:32 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 1732.26 ms
[2022-04-17 21:40:34 main:574] : INFO : Epoch 1610 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 1718.64 ms
[2022-04-17 21:40:35 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 1720.67 ms
[2022-04-17 21:40:37 main:574] : INFO : Epoch 1612 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 1721.1 ms
[2022-04-17 21:40:39 main:574] : INFO : Epoch 1613 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 1737.44 ms
[2022-04-17 21:40:41 main:574] : INFO : Epoch 1614 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 1780.09 ms
[2022-04-17 21:40:42 main:574] : INFO : Epoch 1615 | loss: 0.0311755 | val_loss: 0.0311854 | Time: 1737.43 ms
[2022-04-17 21:40:44 main:574] : INFO : Epoch 1616 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 1735.06 ms
[2022-04-17 21:40:46 main:574] : INFO : Epoch 1617 | loss: 0.0311748 | val_loss: 0.0311847 | Time: 1714.49 ms
[2022-04-17 21:40:47 main:574] : INFO : Epoch 1618 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 1717.08 ms
[2022-04-17 21:40:49 main:574] : INFO : Epoch 1619 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 1720.91 ms
[2022-04-17 21:40:51 main:574] : INFO : Epoch 1620 | loss: 0.0311745 | val_loss: 0.0311903 | Time: 1723.05 ms
[2022-04-17 21:40:53 main:574] : INFO : Epoch 1621 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 1729.9 ms
[2022-04-17 21:40:54 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311916 | Time: 1749.64 ms
[2022-04-17 21:40:56 main:574] : INFO : Epoch 1623 | loss: 0.0311747 | val_loss: 0.0311876 | Time: 1723.06 ms
[2022-04-17 21:40:58 main:574] : INFO : Epoch 1624 | loss: 0.0311728 | val_loss: 0.0311867 | Time: 1716.65 ms
[2022-04-17 21:41:00 main:574] : INFO : Epoch 1625 | loss: 0.0311734 | val_loss: 0.031186 | Time: 1727.16 ms
[2022-04-17 21:41:01 main:574] : INFO : Epoch 1626 | loss: 0.0311739 | val_loss: 0.0311856 | Time: 1732.95 ms
[2022-04-17 21:41:03 main:574] : INFO : Epoch 1627 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 1721.78 ms
[2022-04-17 21:41:05 main:574] : INFO : Epoch 1628 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 1726.87 ms
[2022-04-17 21:41:07 main:574] : INFO : Epoch 1629 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 1718.95 ms
[2022-04-17 21:41:08 main:574] : INFO : Epoch 1630 | loss: 0.031176 | val_loss: 0.0311851 | Time: 1727.27 ms
[2022-04-17 21:41:10 main:574] : INFO : Epoch 1631 | loss: 0.0311746 | val_loss: 0.0311831 | Time: 1729.09 ms
[2022-04-17 21:41:12 main:574] : INFO : Epoch 1632 | loss: 0.0311781 | val_loss: 0.0311925 | Time: 1725.18 ms
[2022-04-17 21:41:14 main:574] : INFO : Epoch 1633 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 1717.08 ms
[2022-04-17 21:41:15 main:574] : INFO : Epoch 1634 | loss: 0.0311765 | val_loss: 0.031188 | Time: 1728.58 ms
[2022-04-17 21:41:17 main:574] : INFO : Epoch 1635 | loss: 0.0311744 | val_loss: 0.0311866 | Time: 1724.38 ms
[2022-04-17 21:41:19 main:574] : INFO : Epoch 1636 | loss: 0.0311742 | val_loss: 0.031187 | Time: 1729.61 ms
[2022-04-17 21:41:20 main:574] : INFO : Epoch 1637 | loss: 0.0311727 | val_loss: 0.0311865 | Time: 1729.8 ms
[2022-04-17 21:41:22 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311862 | Time: 1729.75 ms
[2022-04-17 21:41:24 main:574] : INFO : Epoch 1639 | loss: 0.0311758 | val_loss: 0.031186 | Time: 1710.81 ms
[2022-04-17 21:41:26 main:574] : INFO : Epoch 1640 | loss: 0.0311755 | val_loss: 0.0311895 | Time: 1733.42 ms
[2022-04-17 21:41:27 main:574] : INFO : Epoch 1641 | loss: 0.0311794 | val_loss: 0.031205 | Time: 1714.63 ms
[2022-04-17 21:41:29 main:574] : INFO : Epoch 1642 | loss: 0.0333061 | val_loss: 0.0313857 | Time: 1712.23 ms
[2022-04-17 21:41:31 main:574] : INFO : Epoch 1643 | loss: 0.032518 | val_loss: 0.0314333 | Time: 1729.85 ms
[2022-04-17 21:41:33 main:574] : INFO : Epoch 1644 | loss: 0.031367 | val_loss: 0.0312688 | Time: 1725.81 ms
[2022-04-17 21:41:34 main:574] : INFO : Epoch 1645 | loss: 0.031224 | val_loss: 0.0312022 | Time: 1716.85 ms
[2022-04-17 21:41:36 main:574] : INFO : Epoch 1646 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 1722.88 ms
[2022-04-17 21:41:38 main:574] : INFO : Epoch 1647 | loss: 0.0311783 | val_loss: 0.0311836 | Time: 1733.04 ms
[2022-04-17 21:41:39 main:574] : INFO : Epoch 1648 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 1722.62 ms
[2022-04-17 21:41:41 main:574] : INFO : Epoch 1649 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 1725.22 ms
[2022-04-17 21:41:43 main:574] : INFO : Epoch 1650 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1728.54 ms
[2022-04-17 21:41:45 main:574] : INFO : Epoch 1651 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 1729.26 ms
[2022-04-17 21:41:46 main:574] : INFO : Epoch 1652 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 1774.45 ms
[2022-04-17 21:41:48 main:574] : INFO : Epoch 1653 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 1736.01 ms
[2022-04-17 21:41:50 main:574] : INFO : Epoch 1654 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 1751.82 ms
[2022-04-17 21:41:52 main:574] : INFO : Epoch 1655 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 1721.49 ms
[2022-04-17 21:41:53 main:574] : INFO : Epoch 1656 | loss: 0.0311731 | val_loss: 0.031187 | Time: 1723.3 ms
[2022-04-17 21:41:55 main:574] : INFO : Epoch 1657 | loss: 0.0311746 | val_loss: 0.0311866 | Time: 1720.2 ms
[2022-04-17 21:41:57 main:574] : INFO : Epoch 1658 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 1723.72 ms
[2022-04-17 21:41:59 main:574] : INFO : Epoch 1659 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 1720.89 ms
[2022-04-17 21:42:00 main:574] : INFO : Epoch 1660 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 1741.11 ms
[2022-04-17 21:42:02 main:574] : INFO : Epoch 1661 | loss: 0.0311725 | val_loss: 0.0311851 | Time: 1719.37 ms
[2022-04-17 21:42:04 main:574] : INFO : Epoch 1662 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 1721.45 ms
[2022-04-17 21:42:06 main:574] : INFO : Epoch 1663 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 1712.86 ms
[2022-04-17 21:42:07 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311861 | Time: 1712.41 ms
[2022-04-17 21:42:09 main:574] : INFO : Epoch 1665 | loss: 0.0311741 | val_loss: 0.031186 | Time: 1717.99 ms
[2022-04-17 21:42:11 main:574] : INFO : Epoch 1666 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 1721.02 ms
[2022-04-17 21:42:12 main:574] : INFO : Epoch 1667 | loss: 0.0311725 | val_loss: 0.0311843 | Time: 1718.82 ms
[2022-04-17 21:42:14 main:574] : INFO : Epoch 1668 | loss: 0.0311721 | val_loss: 0.0311843 | Time: 1719.9 ms
[2022-04-17 21:42:16 main:574] : INFO : Epoch 1669 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 1718.7 ms
[2022-04-17 21:42:18 main:574] : INFO : Epoch 1670 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 1712.66 ms
[2022-04-17 21:42:19 main:574] : INFO : Epoch 1671 | loss: 0.031172 | val_loss: 0.0311858 | Time: 1715.58 ms
[2022-04-17 21:42:21 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311863 | Time: 1722.23 ms
[2022-04-17 21:42:23 main:574] : INFO : Epoch 1673 | loss: 0.031172 | val_loss: 0.0311834 | Time: 1720.52 ms
[2022-04-17 21:42:25 main:574] : INFO : Epoch 1674 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1716.46 ms
[2022-04-17 21:42:26 main:574] : INFO : Epoch 1675 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 1721.22 ms
[2022-04-17 21:42:28 main:574] : INFO : Epoch 1676 | loss: 0.0311716 | val_loss: 0.0311849 | Time: 1718.05 ms
[2022-04-17 21:42:30 main:574] : INFO : Epoch 1677 | loss: 0.0311717 | val_loss: 0.031184 | Time: 1722.76 ms
[2022-04-17 21:42:31 main:574] : INFO : Epoch 1678 | loss: 0.0311732 | val_loss: 0.0311842 | Time: 1723.71 ms
[2022-04-17 21:42:33 main:574] : INFO : Epoch 1679 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 1713.66 ms
[2022-04-17 21:42:35 main:574] : INFO : Epoch 1680 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 1720.57 ms
[2022-04-17 21:42:37 main:574] : INFO : Epoch 1681 | loss: 0.0311727 | val_loss: 0.0311848 | Time: 1719.03 ms
[2022-04-17 21:42:38 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311854 | Time: 1721.1 ms
[2022-04-17 21:42:40 main:574] : INFO : Epoch 1683 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 1722.38 ms
[2022-04-17 21:42:42 main:574] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311846 | Time: 1719.22 ms
[2022-04-17 21:42:44 main:574] : INFO : Epoch 1685 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 1730.07 ms
[2022-04-17 21:42:45 main:574] : INFO : Epoch 1686 | loss: 0.0311721 | val_loss: 0.0311836 | Time: 1711.68 ms
[2022-04-17 21:42:47 main:574] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311849 | Time: 1717.99 ms
[2022-04-17 21:42:49 main:574] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311846 | Time: 1717.88 ms
[2022-04-17 21:42:51 main:574] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 1744.63 ms
[2022-04-17 21:42:52 main:574] : INFO : Epoch 1690 | loss: 0.0311725 | val_loss: 0.0311846 | Time: 1762.57 ms
[2022-04-17 21:42:54 main:574] : INFO : Epoch 1691 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 1724.24 ms
[2022-04-17 21:42:56 main:574] : INFO : Epoch 1692 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 1741.11 ms
[2022-04-17 21:42:58 main:574] : INFO : Epoch 1693 | loss: 0.0311718 | val_loss: 0.031183 | Time: 1722.47 ms
[2022-04-17 21:42:59 main:574] : INFO : Epoch 1694 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 1721.38 ms
[2022-04-17 21:43:01 main:574] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 1722.79 ms
[2022-04-17 21:43:03 main:574] : INFO : Epoch 1696 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 1715.98 ms
[2022-04-17 21:43:04 main:574] : INFO : Epoch 1697 | loss: 0.0311722 | val_loss: 0.0311835 | Time: 1725.99 ms
[2022-04-17 21:43:06 main:574] : INFO : Epoch 1698 | loss: 0.0311704 | val_loss: 0.0311841 | Time: 1725.01 ms
[2022-04-17 21:43:08 main:574] : INFO : Epoch 1699 | loss: 0.0311709 | val_loss: 0.031185 | Time: 1727.7 ms
[2022-04-17 21:43:10 main:574] : INFO : Epoch 1700 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 1721.85 ms
[2022-04-17 21:43:11 main:574] : INFO : Epoch 1701 | loss: 0.0311743 | val_loss: 0.0311852 | Time: 1724.82 ms
[2022-04-17 21:43:13 main:574] : INFO : Epoch 1702 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 1717.87 ms
[2022-04-17 21:43:15 main:574] : INFO : Epoch 1703 | loss: 0.031171 | val_loss: 0.0311823 | Time: 1720.57 ms
[2022-04-17 21:43:17 main:574] : INFO : Epoch 1704 | loss: 0.0311711 | val_loss: 0.0311864 | Time: 1732.18 ms
[2022-04-17 21:43:18 main:574] : INFO : Epoch 1705 | loss: 0.0311727 | val_loss: 0.031188 | Time: 1725.66 ms
[2022-04-17 21:43:20 main:574] : INFO : Epoch 1706 | loss: 0.0311743 | val_loss: 0.0311841 | Time: 1732.98 ms
[2022-04-17 21:43:22 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.0311839 | Time: 1734.79 ms
[2022-04-17 21:43:24 main:574] : INFO : Epoch 1708 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 1717.46 ms
[2022-04-17 21:43:25 main:574] : INFO : Epoch 1709 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 1731.66 ms
[2022-04-17 21:43:27 main:574] : INFO : Epoch 1710 | loss: 0.031172 | val_loss: 0.0311833 | Time: 1722.91 ms
[2022-04-17 21:43:29 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311836 | Time: 1716.46 ms
[2022-04-17 21:43:30 main:574] : INFO : Epoch 1712 | loss: 0.031172 | val_loss: 0.0311843 | Time: 1721.68 ms
[2022-04-17 21:43:32 main:574] : INFO : Epoch 1713 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 1717.55 ms
[2022-04-17 21:43:34 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311855 | Time: 1712.62 ms
[2022-04-17 21:43:36 main:574] : INFO : Epoch 1715 | loss: 0.0311737 | val_loss: 0.0311853 | Time: 1716.87 ms
[2022-04-17 21:43:37 main:574] : INFO : Epoch 1716 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 1718.93 ms
[2022-04-17 21:43:39 main:574] : INFO : Epoch 1717 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 1718.33 ms
[2022-04-17 21:43:41 main:574] : INFO : Epoch 1718 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 1728.13 ms
[2022-04-17 21:43:43 main:574] : INFO : Epoch 1719 | loss: 0.031173 | val_loss: 0.0311836 | Time: 1724.12 ms
[2022-04-17 21:43:44 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 1711.13 ms
[2022-04-17 21:43:46 main:574] : INFO : Epoch 1721 | loss: 0.0311726 | val_loss: 0.031183 | Time: 1721.1 ms
[2022-04-17 21:43:48 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1714.2 ms
[2022-04-17 21:43:49 main:574] : INFO : Epoch 1723 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 1734.19 ms
[2022-04-17 21:43:51 main:574] : INFO : Epoch 1724 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1724.48 ms
[2022-04-17 21:43:53 main:574] : INFO : Epoch 1725 | loss: 0.0311715 | val_loss: 0.0311835 | Time: 1725.22 ms
[2022-04-17 21:43:55 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311836 | Time: 1728.53 ms
[2022-04-17 21:43:56 main:574] : INFO : Epoch 1727 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 1727.3 ms
[2022-04-17 21:43:58 main:574] : INFO : Epoch 1728 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 1749.62 ms
[2022-04-17 21:44:00 main:574] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.0311836 | Time: 1751.97 ms
[2022-04-17 21:44:02 main:574] : INFO : Epoch 1730 | loss: 0.031172 | val_loss: 0.0311851 | Time: 1751.74 ms
[2022-04-17 21:44:03 main:574] : INFO : Epoch 1731 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 1723.07 ms
[2022-04-17 21:44:05 main:574] : INFO : Epoch 1732 | loss: 0.0311735 | val_loss: 0.0311859 | Time: 1726.9 ms
[2022-04-17 21:44:07 main:574] : INFO : Epoch 1733 | loss: 0.0311716 | val_loss: 0.0311852 | Time: 1721.16 ms
[2022-04-17 21:44:09 main:574] : INFO : Epoch 1734 | loss: 0.0311712 | val_loss: 0.0311842 | Time: 1717.35 ms
[2022-04-17 21:44:10 main:574] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311885 | Time: 1724.72 ms
[2022-04-17 21:44:12 main:574] : INFO : Epoch 1736 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 1711.77 ms
[2022-04-17 21:44:14 main:574] : INFO : Epoch 1737 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 1721.58 ms
[2022-04-17 21:44:16 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 1729.04 ms
[2022-04-17 21:44:17 main:574] : INFO : Epoch 1739 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 1718.54 ms
[2022-04-17 21:44:19 main:574] : INFO : Epoch 1740 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 1720.09 ms
[2022-04-17 21:44:21 main:574] : INFO : Epoch 1741 | loss: 0.0311782 | val_loss: 0.0311852 | Time: 1724.21 ms
[2022-04-17 21:44:22 main:574] : INFO : Epoch 1742 | loss: 0.0311799 | val_loss: 0.0311853 | Time: 1720.15 ms
[2022-04-17 21:44:24 main:574] : INFO : Epoch 1743 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 1716.61 ms
[2022-04-17 21:44:26 main:574] : INFO : Epoch 1744 | loss: 0.0311771 | val_loss: 0.0311868 | Time: 1723.2 ms
[2022-04-17 21:44:28 main:574] : INFO : Epoch 1745 | loss: 0.031177 | val_loss: 0.0311825 | Time: 1721.23 ms
[2022-04-17 21:44:29 main:574] : INFO : Epoch 1746 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 1712.99 ms
[2022-04-17 21:44:31 main:574] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 1720.24 ms
[2022-04-17 21:44:33 main:574] : INFO : Epoch 1748 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 1722.65 ms
[2022-04-17 21:44:35 main:574] : INFO : Epoch 1749 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1721.82 ms
[2022-04-17 21:44:36 main:574] : INFO : Epoch 1750 | loss: 0.0311751 | val_loss: 0.0311858 | Time: 1724.46 ms
[2022-04-17 21:44:38 main:574] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1735.82 ms
[2022-04-17 21:44:40 main:574] : INFO : Epoch 1752 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 1718.38 ms
[2022-04-17 21:44:42 main:574] : INFO : Epoch 1753 | loss: 0.0311745 | val_loss: 0.031183 | Time: 1728.69 ms
[2022-04-17 21:44:43 main:574] : INFO : Epoch 1754 | loss: 0.0311759 | val_loss: 0.0311877 | Time: 1717.87 ms
[2022-04-17 21:44:45 main:574] : INFO : Epoch 1755 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 1715.15 ms
[2022-04-17 21:44:47 main:574] : INFO : Epoch 1756 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 1724.08 ms
[2022-04-17 21:44:48 main:574] : INFO : Epoch 1757 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 1724.01 ms
[2022-04-17 21:44:50 main:574] : INFO : Epoch 1758 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 1726.1 ms
[2022-04-17 21:44:52 main:574] : INFO : Epoch 1759 | loss: 0.0311742 | val_loss: 0.0311888 | Time: 1724.46 ms
[2022-04-17 21:44:54 main:574] : INFO : Epoch 1760 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1718.12 ms
[2022-04-17 21:44:55 main:574] : INFO : Epoch 1761 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 1723.84 ms
[2022-04-17 21:44:57 main:574] : INFO : Epoch 1762 | loss: 0.0311732 | val_loss: 0.0311852 | Time: 1720.17 ms
[2022-04-17 21:44:59 main:574] : INFO : Epoch 1763 | loss: 0.0311756 | val_loss: 0.0311845 | Time: 1738.19 ms
[2022-04-17 21:45:01 main:574] : INFO : Epoch 1764 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 1716.7 ms
[2022-04-17 21:45:02 main:574] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 1724.17 ms
[2022-04-17 21:45:04 main:574] : INFO : Epoch 1766 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 1770.75 ms
[2022-04-17 21:45:06 main:574] : INFO : Epoch 1767 | loss: 0.0311789 | val_loss: 0.031187 | Time: 1732.47 ms
[2022-04-17 21:45:08 main:574] : INFO : Epoch 1768 | loss: 0.0311788 | val_loss: 0.0311858 | Time: 1733.77 ms
[2022-04-17 21:45:09 main:574] : INFO : Epoch 1769 | loss: 0.0311775 | val_loss: 0.0311851 | Time: 1729.09 ms
[2022-04-17 21:45:11 main:574] : INFO : Epoch 1770 | loss: 0.0311776 | val_loss: 0.0311846 | Time: 1727.35 ms
[2022-04-17 21:45:13 main:574] : INFO : Epoch 1771 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 1722.25 ms
[2022-04-17 21:45:14 main:574] : INFO : Epoch 1772 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 1729.1 ms
[2022-04-17 21:45:16 main:574] : INFO : Epoch 1773 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 1722.15 ms
[2022-04-17 21:45:18 main:574] : INFO : Epoch 1774 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 1717.53 ms
[2022-04-17 21:45:20 main:574] : INFO : Epoch 1775 | loss: 0.0311758 | val_loss: 0.0311871 | Time: 1728.74 ms
[2022-04-17 21:45:21 main:574] : INFO : Epoch 1776 | loss: 0.0311761 | val_loss: 0.031185 | Time: 1725.28 ms
[2022-04-17 21:45:23 main:574] : INFO : Epoch 1777 | loss: 0.0311746 | val_loss: 0.0311861 | Time: 1716.31 ms
[2022-04-17 21:45:25 main:574] : INFO : Epoch 1778 | loss: 0.0311746 | val_loss: 0.0311866 | Time: 1724.76 ms
[2022-04-17 21:45:27 main:574] : INFO : Epoch 1779 | loss: 0.0311766 | val_loss: 0.0311874 | Time: 1727.64 ms
[2022-04-17 21:45:28 main:574] : INFO : Epoch 1780 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 1722.86 ms
[2022-04-17 21:45:30 main:574] : INFO : Epoch 1781 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 1719.85 ms
[2022-04-17 21:45:32 main:574] : INFO : Epoch 1782 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 1715.65 ms
[2022-04-17 21:45:34 main:574] : INFO : Epoch 1783 | loss: 0.0311746 | val_loss: 0.0311881 | Time: 1724.18 ms
[2022-04-17 21:45:35 main:574] : INFO : Epoch 1784 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 1724.57 ms
[2022-04-17 21:45:37 main:574] : INFO : Epoch 1785 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 1724.46 ms
[2022-04-17 21:45:39 main:574] : INFO : Epoch 1786 | loss: 0.0311833 | val_loss: 0.0311948 | Time: 1715.15 ms
[2022-04-17 21:45:40 main:574] : INFO : Epoch 1787 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1725.34 ms
[2022-04-17 21:45:42 main:574] : INFO : Epoch 1788 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1728.62 ms
[2022-04-17 21:45:44 main:574] : INFO : Epoch 1789 | loss: 0.0311835 | val_loss: 0.0311939 | Time: 1722.59 ms
[2022-04-17 21:45:46 main:574] : INFO : Epoch 1790 | loss: 0.0311831 | val_loss: 0.0311915 | Time: 1726.63 ms
[2022-04-17 21:45:47 main:574] : INFO : Epoch 1791 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 1713.19 ms
[2022-04-17 21:45:49 main:574] : INFO : Epoch 1792 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 1715.85 ms
[2022-04-17 21:45:51 main:574] : INFO : Epoch 1793 | loss: 0.031181 | val_loss: 0.0311895 | Time: 1726.28 ms
[2022-04-17 21:45:53 main:574] : INFO : Epoch 1794 | loss: 0.0311806 | val_loss: 0.0311948 | Time: 1717.61 ms
[2022-04-17 21:45:54 main:574] : INFO : Epoch 1795 | loss: 0.0311855 | val_loss: 0.0312048 | Time: 1714.93 ms
[2022-04-17 21:45:56 main:574] : INFO : Epoch 1796 | loss: 0.0311856 | val_loss: 0.0311975 | Time: 1717.31 ms
[2022-04-17 21:45:58 main:574] : INFO : Epoch 1797 | loss: 0.0311824 | val_loss: 0.0311915 | Time: 1713.68 ms
[2022-04-17 21:46:00 main:574] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311895 | Time: 1743.46 ms
[2022-04-17 21:46:01 main:574] : INFO : Epoch 1799 | loss: 0.0311795 | val_loss: 0.0311914 | Time: 1739.71 ms
[2022-04-17 21:46:03 main:574] : INFO : Epoch 1800 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 1721.31 ms
[2022-04-17 21:46:05 main:574] : INFO : Epoch 1801 | loss: 0.03118 | val_loss: 0.0311905 | Time: 1729.75 ms
[2022-04-17 21:46:06 main:574] : INFO : Epoch 1802 | loss: 0.031179 | val_loss: 0.0311899 | Time: 1722.91 ms
[2022-04-17 21:46:08 main:574] : INFO : Epoch 1803 | loss: 0.0311817 | val_loss: 0.0311961 | Time: 1716.86 ms
[2022-04-17 21:46:10 main:574] : INFO : Epoch 1804 | loss: 0.0311812 | val_loss: 0.0311925 | Time: 1769.47 ms
[2022-04-17 21:46:12 main:574] : INFO : Epoch 1805 | loss: 0.0311804 | val_loss: 0.0311925 | Time: 1754.45 ms
[2022-04-17 21:46:13 main:574] : INFO : Epoch 1806 | loss: 0.0311811 | val_loss: 0.0311917 | Time: 1740.6 ms
[2022-04-17 21:46:15 main:574] : INFO : Epoch 1807 | loss: 0.0311795 | val_loss: 0.0311906 | Time: 1712.12 ms
[2022-04-17 21:46:17 main:574] : INFO : Epoch 1808 | loss: 0.0311786 | val_loss: 0.0311903 | Time: 1724.92 ms
[2022-04-17 21:46:19 main:574] : INFO : Epoch 1809 | loss: 0.031179 | val_loss: 0.0311913 | Time: 1709.44 ms
[2022-04-17 21:46:20 main:574] : INFO : Epoch 1810 | loss: 0.0311791 | val_loss: 0.0311915 | Time: 1725.61 ms
[2022-04-17 21:46:22 main:574] : INFO : Epoch 1811 | loss: 0.0311788 | val_loss: 0.0311977 | Time: 1728.74 ms
[2022-04-17 21:46:24 main:574] : INFO : Epoch 1812 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1718.92 ms
[2022-04-17 21:46:26 main:574] : INFO : Epoch 1813 | loss: 0.0311786 | val_loss: 0.0311887 | Time: 1727.53 ms
[2022-04-17 21:46:27 main:574] : INFO : Epoch 1814 | loss: 0.0311763 | val_loss: 0.0311878 | Time: 1716.82 ms
[2022-04-17 21:46:29 main:574] : INFO : Epoch 1815 | loss: 0.0311743 | val_loss: 0.031185 | Time: 1707.33 ms
[2022-04-17 21:46:31 main:574] : INFO : Epoch 1816 | loss: 0.031174 | val_loss: 0.0311862 | Time: 1725.15 ms
[2022-04-17 21:46:33 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311869 | Time: 1723.21 ms
[2022-04-17 21:46:34 main:574] : INFO : Epoch 1818 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 1719.59 ms
[2022-04-17 21:46:36 main:574] : INFO : Epoch 1819 | loss: 0.0311742 | val_loss: 0.0311861 | Time: 1717.79 ms
[2022-04-17 21:46:38 main:574] : INFO : Epoch 1820 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 1711.09 ms
[2022-04-17 21:46:39 main:574] : INFO : Epoch 1821 | loss: 0.0311729 | val_loss: 0.0311866 | Time: 1727.08 ms
[2022-04-17 21:46:41 main:574] : INFO : Epoch 1822 | loss: 0.0311734 | val_loss: 0.0311871 | Time: 1725.25 ms
[2022-04-17 21:46:43 main:574] : INFO : Epoch 1823 | loss: 0.031173 | val_loss: 0.0311857 | Time: 1723.19 ms
[2022-04-17 21:46:45 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311873 | Time: 1726.32 ms
[2022-04-17 21:46:46 main:574] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.031189 | Time: 1723.6 ms
[2022-04-17 21:46:48 main:574] : INFO : Epoch 1826 | loss: 0.0311743 | val_loss: 0.0311878 | Time: 1715.32 ms
[2022-04-17 21:46:50 main:574] : INFO : Epoch 1827 | loss: 0.0311723 | val_loss: 0.0311866 | Time: 1724.53 ms
[2022-04-17 21:46:52 main:574] : INFO : Epoch 1828 | loss: 0.0311727 | val_loss: 0.0311869 | Time: 1727.22 ms
[2022-04-17 21:46:53 main:574] : INFO : Epoch 1829 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 1718.34 ms
[2022-04-17 21:46:55 main:574] : INFO : Epoch 1830 | loss: 0.031173 | val_loss: 0.0311955 | Time: 1721.42 ms
[2022-04-17 21:46:57 main:574] : INFO : Epoch 1831 | loss: 0.0311755 | val_loss: 0.0311908 | Time: 1725.58 ms
[2022-04-17 21:46:58 main:574] : INFO : Epoch 1832 | loss: 0.0311763 | val_loss: 0.0311924 | Time: 1721.73 ms
[2022-04-17 21:47:00 main:574] : INFO : Epoch 1833 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 1727.5 ms
[2022-04-17 21:47:02 main:574] : INFO : Epoch 1834 | loss: 0.0311723 | val_loss: 0.0311894 | Time: 1722.95 ms
[2022-04-17 21:47:04 main:574] : INFO : Epoch 1835 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 1717.35 ms
[2022-04-17 21:47:05 main:574] : INFO : Epoch 1836 | loss: 0.0311724 | val_loss: 0.0311894 | Time: 1715.63 ms
[2022-04-17 21:47:07 main:574] : INFO : Epoch 1837 | loss: 0.0311736 | val_loss: 0.0311862 | Time: 1727.27 ms
[2022-04-17 21:47:09 main:574] : INFO : Epoch 1838 | loss: 0.0311725 | val_loss: 0.0311867 | Time: 1717.69 ms
[2022-04-17 21:47:11 main:574] : INFO : Epoch 1839 | loss: 0.0311761 | val_loss: 0.0311897 | Time: 1718.04 ms
[2022-04-17 21:47:12 main:574] : INFO : Epoch 1840 | loss: 0.0311722 | val_loss: 0.031187 | Time: 1723.32 ms
[2022-04-17 21:47:14 main:574] : INFO : Epoch 1841 | loss: 0.0311717 | val_loss: 0.0311859 | Time: 1729.56 ms
[2022-04-17 21:47:16 main:574] : INFO : Epoch 1842 | loss: 0.0311727 | val_loss: 0.0311879 | Time: 1763.6 ms
[2022-04-17 21:47:18 main:574] : INFO : Epoch 1843 | loss: 0.0311722 | val_loss: 0.0311872 | Time: 1739.83 ms
[2022-04-17 21:47:19 main:574] : INFO : Epoch 1844 | loss: 0.0311741 | val_loss: 0.0311875 | Time: 1727.11 ms
[2022-04-17 21:47:21 main:574] : INFO : Epoch 1845 | loss: 0.0311721 | val_loss: 0.031187 | Time: 1727.27 ms
[2022-04-17 21:47:23 main:574] : INFO : Epoch 1846 | loss: 0.0311726 | val_loss: 0.0311871 | Time: 1716.54 ms
[2022-04-17 21:47:25 main:574] : INFO : Epoch 1847 | loss: 0.0311718 | val_loss: 0.0311906 | Time: 1722.89 ms
[2022-04-17 21:47:26 main:574] : INFO : Epoch 1848 | loss: 0.0311728 | val_loss: 0.031186 | Time: 1712.23 ms
[2022-04-17 21:47:28 main:574] : INFO : Epoch 1849 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 1718.2 ms
[2022-04-17 21:47:30 main:574] : INFO : Epoch 1850 | loss: 0.0311718 | val_loss: 0.0311891 | Time: 1718.18 ms
[2022-04-17 21:47:31 main:574] : INFO : Epoch 1851 | loss: 0.0311711 | val_loss: 0.031188 | Time: 1728.84 ms
[2022-04-17 21:47:33 main:574] : INFO : Epoch 1852 | loss: 0.0311712 | val_loss: 0.0311867 | Time: 1722.64 ms
[2022-04-17 21:47:35 main:574] : INFO : Epoch 1853 | loss: 0.0311706 | val_loss: 0.0311866 | Time: 1712.5 ms
[2022-04-17 21:47:37 main:574] : INFO : Epoch 1854 | loss: 0.0311721 | val_loss: 0.031188 | Time: 1723.61 ms
[2022-04-17 21:47:38 main:574] : INFO : Epoch 1855 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 1726.98 ms
[2022-04-17 21:47:40 main:574] : INFO : Epoch 1856 | loss: 0.0311727 | val_loss: 0.0311877 | Time: 1715.27 ms
[2022-04-17 21:47:42 main:574] : INFO : Epoch 1857 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 1722.25 ms
[2022-04-17 21:47:44 main:574] : INFO : Epoch 1858 | loss: 0.0311713 | val_loss: 0.0311868 | Time: 1721.65 ms
[2022-04-17 21:47:45 main:574] : INFO : Epoch 1859 | loss: 0.0311709 | val_loss: 0.0311877 | Time: 1727.59 ms
[2022-04-17 21:47:47 main:574] : INFO : Epoch 1860 | loss: 0.0311705 | val_loss: 0.0311871 | Time: 1714.49 ms
[2022-04-17 21:47:49 main:574] : INFO : Epoch 1861 | loss: 0.0311709 | val_loss: 0.0311882 | Time: 1723.28 ms
[2022-04-17 21:47:50 main:574] : INFO : Epoch 1862 | loss: 0.0311703 | val_loss: 0.0311871 | Time: 1725.98 ms
[2022-04-17 21:47:52 main:574] : INFO : Epoch 1863 | loss: 0.0311713 | val_loss: 0.0311887 | Time: 1721.83 ms
[2022-04-17 21:47:54 main:574] : INFO : Epoch 1864 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 1717.51 ms
[2022-04-17 21:47:56 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.0311918 | Time: 1727.72 ms
[2022-04-17 21:47:57 main:574] : INFO : Epoch 1866 | loss: 0.0311707 | val_loss: 0.031189 | Time: 1714.79 ms
[2022-04-17 21:47:59 main:574] : INFO : Epoch 1867 | loss: 0.0311705 | val_loss: 0.0311887 | Time: 1728.21 ms
[2022-04-17 21:48:01 main:574] : INFO : Epoch 1868 | loss: 0.0311719 | val_loss: 0.0311962 | Time: 1722.3 ms
[2022-04-17 21:48:03 main:574] : INFO : Epoch 1869 | loss: 0.0311746 | val_loss: 0.0311899 | Time: 1724.9 ms
[2022-04-17 21:48:04 main:574] : INFO : Epoch 1870 | loss: 0.0311704 | val_loss: 0.0311884 | Time: 1722.36 ms
[2022-04-17 21:48:06 main:574] : INFO : Epoch 1871 | loss: 0.031173 | val_loss: 0.0311867 | Time: 1716.36 ms
[2022-04-17 21:48:08 main:574] : INFO : Epoch 1872 | loss: 0.0311715 | val_loss: 0.0311876 | Time: 1725.11 ms
[2022-04-17 21:48:10 main:574] : INFO : Epoch 1873 | loss: 0.0311698 | val_loss: 0.031193 | Time: 1720.1 ms
[2022-04-17 21:48:11 main:574] : INFO : Epoch 1874 | loss: 0.0311711 | val_loss: 0.0311882 | Time: 1718.87 ms
[2022-04-17 21:48:13 main:574] : INFO : Epoch 1875 | loss: 0.0311717 | val_loss: 0.0311889 | Time: 1720.92 ms
[2022-04-17 21:48:15 main:574] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.0311879 | Time: 1724.87 ms
[2022-04-17 21:48:16 main:574] : INFO : Epoch 1877 | loss: 0.0311706 | val_loss: 0.0311875 | Time: 1722.41 ms
[2022-04-17 21:48:18 main:574] : INFO : Epoch 1878 | loss: 0.0311702 | val_loss: 0.0311888 | Time: 1727.1 ms
[2022-04-17 21:48:20 main:574] : INFO : Epoch 1879 | loss: 0.0311704 | val_loss: 0.031188 | Time: 1732.97 ms
[2022-04-17 21:48:22 main:574] : INFO : Epoch 1880 | loss: 0.0311696 | val_loss: 0.031189 | Time: 1746.43 ms
[2022-04-17 21:48:23 main:574] : INFO : Epoch 1881 | loss: 0.0311717 | val_loss: 0.0311901 | Time: 1750.44 ms
[2022-04-17 21:48:25 main:574] : INFO : Epoch 1882 | loss: 0.0311718 | val_loss: 0.0311875 | Time: 1740.27 ms
[2022-04-17 21:48:27 main:574] : INFO : Epoch 1883 | loss: 0.0311732 | val_loss: 0.0311908 | Time: 1718.53 ms
[2022-04-17 21:48:29 main:574] : INFO : Epoch 1884 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 1722.31 ms
[2022-04-17 21:48:30 main:574] : INFO : Epoch 1885 | loss: 0.0311741 | val_loss: 0.0311877 | Time: 1715.63 ms
[2022-04-17 21:48:32 main:574] : INFO : Epoch 1886 | loss: 0.0311747 | val_loss: 0.0311878 | Time: 1720.39 ms
[2022-04-17 21:48:34 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 1729.54 ms
[2022-04-17 21:48:36 main:574] : INFO : Epoch 1888 | loss: 0.0311735 | val_loss: 0.03119 | Time: 1722.27 ms
[2022-04-17 21:48:37 main:574] : INFO : Epoch 1889 | loss: 0.0311736 | val_loss: 0.0311851 | Time: 1718.78 ms
[2022-04-17 21:48:39 main:574] : INFO : Epoch 1890 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 1725.97 ms
[2022-04-17 21:48:41 main:574] : INFO : Epoch 1891 | loss: 0.0311723 | val_loss: 0.0311863 | Time: 1726.45 ms
[2022-04-17 21:48:43 main:574] : INFO : Epoch 1892 | loss: 0.0311725 | val_loss: 0.031189 | Time: 1719.32 ms
[2022-04-17 21:48:44 main:574] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.0311871 | Time: 1727.46 ms
[2022-04-17 21:48:46 main:574] : INFO : Epoch 1894 | loss: 0.0311711 | val_loss: 0.0311878 | Time: 1727.56 ms
[2022-04-17 21:48:48 main:574] : INFO : Epoch 1895 | loss: 0.0311709 | val_loss: 0.031188 | Time: 1712.25 ms
[2022-04-17 21:48:49 main:574] : INFO : Epoch 1896 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 1716.79 ms
[2022-04-17 21:48:51 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311945 | Time: 1721.74 ms
[2022-04-17 21:48:53 main:574] : INFO : Epoch 1898 | loss: 0.0311749 | val_loss: 0.0311869 | Time: 1726.2 ms
[2022-04-17 21:48:55 main:574] : INFO : Epoch 1899 | loss: 0.0311704 | val_loss: 0.0311928 | Time: 1722.22 ms
[2022-04-17 21:48:56 main:574] : INFO : Epoch 1900 | loss: 0.0311713 | val_loss: 0.0311875 | Time: 1719.58 ms
[2022-04-17 21:48:58 main:574] : INFO : Epoch 1901 | loss: 0.0311698 | val_loss: 0.0311872 | Time: 1728.28 ms
[2022-04-17 21:49:00 main:574] : INFO : Epoch 1902 | loss: 0.0311721 | val_loss: 0.0311871 | Time: 1726.59 ms
[2022-04-17 21:49:02 main:574] : INFO : Epoch 1903 | loss: 0.0311712 | val_loss: 0.0311877 | Time: 1715.43 ms
[2022-04-17 21:49:03 main:574] : INFO : Epoch 1904 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 1727.33 ms
[2022-04-17 21:49:05 main:574] : INFO : Epoch 1905 | loss: 0.0311717 | val_loss: 0.0311872 | Time: 1718 ms
[2022-04-17 21:49:07 main:574] : INFO : Epoch 1906 | loss: 0.031171 | val_loss: 0.0311885 | Time: 1722.86 ms
[2022-04-17 21:49:08 main:574] : INFO : Epoch 1907 | loss: 0.0311729 | val_loss: 0.0311919 | Time: 1727.13 ms
[2022-04-17 21:49:10 main:574] : INFO : Epoch 1908 | loss: 0.0311726 | val_loss: 0.0311896 | Time: 1728.43 ms
[2022-04-17 21:49:12 main:574] : INFO : Epoch 1909 | loss: 0.0311725 | val_loss: 0.0311957 | Time: 1722.12 ms
[2022-04-17 21:49:14 main:574] : INFO : Epoch 1910 | loss: 0.0311725 | val_loss: 0.0311897 | Time: 1722.28 ms
[2022-04-17 21:49:15 main:574] : INFO : Epoch 1911 | loss: 0.0311735 | val_loss: 0.031195 | Time: 1721.1 ms
[2022-04-17 21:49:17 main:574] : INFO : Epoch 1912 | loss: 0.0311722 | val_loss: 0.0311905 | Time: 1725.29 ms
[2022-04-17 21:49:19 main:574] : INFO : Epoch 1913 | loss: 0.03117 | val_loss: 0.0311889 | Time: 1727.29 ms
[2022-04-17 21:49:21 main:574] : INFO : Epoch 1914 | loss: 0.0311699 | val_loss: 0.0311942 | Time: 1734.38 ms
[2022-04-17 21:49:22 main:574] : INFO : Epoch 1915 | loss: 0.0311719 | val_loss: 0.0311953 | Time: 1720 ms
[2022-04-17 21:49:24 main:574] : INFO : Epoch 1916 | loss: 0.0311722 | val_loss: 0.0311876 | Time: 1724.01 ms
[2022-04-17 21:49:26 main:574] : INFO : Epoch 1917 | loss: 0.0311698 | val_loss: 0.0311888 | Time: 1716.54 ms
[2022-04-17 21:49:28 main:574] : INFO : Epoch 1918 | loss: 0.0311724 | val_loss: 0.0311882 | Time: 1765.62 ms
[2022-04-17 21:49:29 main:574] : INFO : Epoch 1919 | loss: 0.0311703 | val_loss: 0.0311881 | Time: 1754.07 ms
[2022-04-17 21:49:31 main:574] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.0311889 | Time: 1762.77 ms
[2022-04-17 21:49:33 main:574] : INFO : Epoch 1921 | loss: 0.0311697 | val_loss: 0.0311866 | Time: 1722.46 ms
[2022-04-17 21:49:35 main:574] : INFO : Epoch 1922 | loss: 0.031169 | val_loss: 0.0311865 | Time: 1722.66 ms
[2022-04-17 21:49:36 main:574] : INFO : Epoch 1923 | loss: 0.0311706 | val_loss: 0.0311875 | Time: 1712.57 ms
[2022-04-17 21:49:38 main:574] : INFO : Epoch 1924 | loss: 0.0311696 | val_loss: 0.0311877 | Time: 1725.5 ms
[2022-04-17 21:49:40 main:574] : INFO : Epoch 1925 | loss: 0.0311685 | val_loss: 0.0311891 | Time: 1726.67 ms
[2022-04-17 21:49:42 main:574] : INFO : Epoch 1926 | loss: 0.0311691 | val_loss: 0.0311884 | Time: 1725.36 ms
[2022-04-17 21:49:43 main:574] : INFO : Epoch 1927 | loss: 0.0311686 | val_loss: 0.0311873 | Time: 1726.71 ms
[2022-04-17 21:49:45 main:574] : INFO : Epoch 1928 | loss: 0.0311687 | val_loss: 0.0311902 | Time: 1715.39 ms
[2022-04-17 21:49:47 main:574] : INFO : Epoch 1929 | loss: 0.0311712 | val_loss: 0.0311953 | Time: 1721.31 ms
[2022-04-17 21:49:48 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311948 | Time: 1715 ms
[2022-04-17 21:49:50 main:574] : INFO : Epoch 1931 | loss: 0.0311731 | val_loss: 0.0311911 | Time: 1718.67 ms
[2022-04-17 21:49:52 main:574] : INFO : Epoch 1932 | loss: 0.0311722 | val_loss: 0.0311968 | Time: 1729.22 ms
[2022-04-17 21:49:54 main:574] : INFO : Epoch 1933 | loss: 0.0311718 | val_loss: 0.031188 | Time: 1724.38 ms
[2022-04-17 21:49:55 main:574] : INFO : Epoch 1934 | loss: 0.0311705 | val_loss: 0.0311893 | Time: 1734.72 ms
[2022-04-17 21:49:57 main:574] : INFO : Epoch 1935 | loss: 0.0311692 | val_loss: 0.0311906 | Time: 1712.7 ms
[2022-04-17 21:49:59 main:574] : INFO : Epoch 1936 | loss: 0.0311697 | val_loss: 0.0311892 | Time: 1727.74 ms
[2022-04-17 21:50:01 main:574] : INFO : Epoch 1937 | loss: 0.0311685 | val_loss: 0.0311915 | Time: 1845.87 ms
[2022-04-17 21:50:02 main:574] : INFO : Epoch 1938 | loss: 0.0311682 | val_loss: 0.0311887 | Time: 1739.61 ms
[2022-04-17 21:50:04 main:574] : INFO : Epoch 1939 | loss: 0.0311696 | val_loss: 0.0311888 | Time: 1720.17 ms
[2022-04-17 21:50:06 main:574] : INFO : Epoch 1940 | loss: 0.0311709 | val_loss: 0.0311905 | Time: 1714.89 ms
[2022-04-17 21:50:08 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311906 | Time: 1724.99 ms
[2022-04-17 21:50:09 main:574] : INFO : Epoch 1942 | loss: 0.031171 | val_loss: 0.0311925 | Time: 1731.03 ms
[2022-04-17 21:50:11 main:574] : INFO : Epoch 1943 | loss: 0.031172 | val_loss: 0.0311978 | Time: 1724.69 ms
[2022-04-17 21:50:13 main:574] : INFO : Epoch 1944 | loss: 0.031172 | val_loss: 0.0311895 | Time: 1723.98 ms
[2022-04-17 21:50:15 main:574] : INFO : Epoch 1945 | loss: 0.0311693 | val_loss: 0.0311901 | Time: 1707.79 ms
[2022-04-17 21:50:16 main:574] : INFO : Epoch 1946 | loss: 0.0311719 | val_loss: 0.0311951 | Time: 1727.43 ms
[2022-04-17 21:50:18 main:574] : INFO : Epoch 1947 | loss: 0.0311716 | val_loss: 0.0311918 | Time: 1722.25 ms
[2022-04-17 21:50:20 main:574] : INFO : Epoch 1948 | loss: 0.0311684 | val_loss: 0.0311905 | Time: 1726.3 ms
[2022-04-17 21:50:21 main:574] : INFO : Epoch 1949 | loss: 0.0311688 | val_loss: 0.0311896 | Time: 1725.71 ms
[2022-04-17 21:50:23 main:574] : INFO : Epoch 1950 | loss: 0.0311694 | val_loss: 0.0311899 | Time: 1717.5 ms
[2022-04-17 21:50:25 main:574] : INFO : Epoch 1951 | loss: 0.03117 | val_loss: 0.0311943 | Time: 1718.85 ms
[2022-04-17 21:50:27 main:574] : INFO : Epoch 1952 | loss: 0.0311685 | val_loss: 0.0311888 | Time: 1715.65 ms
[2022-04-17 21:50:28 main:574] : INFO : Epoch 1953 | loss: 0.0311674 | val_loss: 0.0311867 | Time: 1730.91 ms
[2022-04-17 21:50:30 main:574] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.0311896 | Time: 1725.87 ms
[2022-04-17 21:50:32 main:574] : INFO : Epoch 1955 | loss: 0.0311688 | val_loss: 0.031192 | Time: 1719.68 ms
[2022-04-17 21:50:34 main:574] : INFO : Epoch 1956 | loss: 0.0311708 | val_loss: 0.0311908 | Time: 1751.34 ms
[2022-04-17 21:50:35 main:574] : INFO : Epoch 1957 | loss: 0.0311697 | val_loss: 0.0311887 | Time: 1746.61 ms
[2022-04-17 21:50:37 main:574] : INFO : Epoch 1958 | loss: 0.03117 | val_loss: 0.0311879 | Time: 1728.22 ms
[2022-04-17 21:50:39 main:574] : INFO : Epoch 1959 | loss: 0.0311693 | val_loss: 0.0311878 | Time: 1714.62 ms
[2022-04-17 21:50:41 main:574] : INFO : Epoch 1960 | loss: 0.0311704 | val_loss: 0.031193 | Time: 1726.1 ms
[2022-04-17 21:50:42 main:574] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311884 | Time: 1719.59 ms
[2022-04-17 21:50:44 main:574] : INFO : Epoch 1962 | loss: 0.031171 | val_loss: 0.0311866 | Time: 1722.77 ms
[2022-04-17 21:50:46 main:574] : INFO : Epoch 1963 | loss: 0.0311711 | val_loss: 0.0311874 | Time: 1722.39 ms
[2022-04-17 21:50:48 main:574] : INFO : Epoch 1964 | loss: 0.0311744 | val_loss: 0.0311925 | Time: 1736 ms
[2022-04-17 21:50:49 main:574] : INFO : Epoch 1965 | loss: 0.0311715 | val_loss: 0.0311876 | Time: 1721.67 ms
[2022-04-17 21:50:51 main:574] : INFO : Epoch 1966 | loss: 0.0311708 | val_loss: 0.0311903 | Time: 1737.11 ms
[2022-04-17 21:50:53 main:574] : INFO : Epoch 1967 | loss: 0.0311729 | val_loss: 0.0311886 | Time: 1723.39 ms
[2022-04-17 21:50:54 main:574] : INFO : Epoch 1968 | loss: 0.0311707 | val_loss: 0.0311878 | Time: 1719.09 ms
[2022-04-17 21:50:56 main:574] : INFO : Epoch 1969 | loss: 0.0311695 | val_loss: 0.0311889 | Time: 1718.38 ms
[2022-04-17 21:50:58 main:574] : INFO : Epoch 1970 | loss: 0.0311683 | val_loss: 0.0311887 | Time: 1722.96 ms
[2022-04-17 21:51:00 main:574] : INFO : Epoch 1971 | loss: 0.0311683 | val_loss: 0.0311881 | Time: 1723.34 ms
[2022-04-17 21:51:01 main:574] : INFO : Epoch 1972 | loss: 0.0311724 | val_loss: 0.0311921 | Time: 1723.98 ms
[2022-04-17 21:51:03 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311932 | Time: 1722.41 ms
[2022-04-17 21:51:05 main:574] : INFO : Epoch 1974 | loss: 0.0311709 | val_loss: 0.0311879 | Time: 1720.27 ms
[2022-04-17 21:51:07 main:574] : INFO : Epoch 1975 | loss: 0.0311693 | val_loss: 0.0311887 | Time: 1720.14 ms
[2022-04-17 21:51:08 main:574] : INFO : Epoch 1976 | loss: 0.0311687 | val_loss: 0.0311893 | Time: 1724.14 ms
[2022-04-17 21:51:10 main:574] : INFO : Epoch 1977 | loss: 0.0311691 | val_loss: 0.0311882 | Time: 1727.89 ms
[2022-04-17 21:51:12 main:574] : INFO : Epoch 1978 | loss: 0.0311709 | val_loss: 0.0311848 | Time: 1723.59 ms
[2022-04-17 21:51:14 main:574] : INFO : Epoch 1979 | loss: 0.0311704 | val_loss: 0.0311862 | Time: 1719.59 ms
[2022-04-17 21:51:15 main:574] : INFO : Epoch 1980 | loss: 0.0311712 | val_loss: 0.031191 | Time: 1714.37 ms
[2022-04-17 21:51:17 main:574] : INFO : Epoch 1981 | loss: 0.0311717 | val_loss: 0.0311905 | Time: 1720.9 ms
[2022-04-17 21:51:19 main:574] : INFO : Epoch 1982 | loss: 0.0311713 | val_loss: 0.0311897 | Time: 1722.22 ms
[2022-04-17 21:51:20 main:574] : INFO : Epoch 1983 | loss: 0.0311715 | val_loss: 0.0311927 | Time: 1731.45 ms
[2022-04-17 21:51:22 main:574] : INFO : Epoch 1984 | loss: 0.0311698 | val_loss: 0.0311879 | Time: 1724.07 ms
[2022-04-17 21:51:24 main:574] : INFO : Epoch 1985 | loss: 0.0311709 | val_loss: 0.0311845 | Time: 1732.43 ms
[2022-04-17 21:51:26 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 1718.03 ms
[2022-04-17 21:51:27 main:574] : INFO : Epoch 1987 | loss: 0.03117 | val_loss: 0.0311894 | Time: 1720.41 ms
[2022-04-17 21:51:29 main:574] : INFO : Epoch 1988 | loss: 0.0311689 | val_loss: 0.0311865 | Time: 1721.25 ms
[2022-04-17 21:51:31 main:574] : INFO : Epoch 1989 | loss: 0.0311686 | val_loss: 0.0311873 | Time: 1724.27 ms
[2022-04-17 21:51:33 main:574] : INFO : Epoch 1990 | loss: 0.0311693 | val_loss: 0.0311858 | Time: 1712.32 ms
[2022-04-17 21:51:34 main:574] : INFO : Epoch 1991 | loss: 0.0311737 | val_loss: 0.0311876 | Time: 1709.21 ms
[2022-04-17 21:51:36 main:574] : INFO : Epoch 1992 | loss: 0.031174 | val_loss: 0.031185 | Time: 1725.19 ms
[2022-04-17 21:51:38 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 1735.43 ms
[2022-04-17 21:51:40 main:574] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.0311858 | Time: 1815.03 ms
[2022-04-17 21:51:41 main:574] : INFO : Epoch 1995 | loss: 0.0311733 | val_loss: 0.0311857 | Time: 1769.19 ms
[2022-04-17 21:51:43 main:574] : INFO : Epoch 1996 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 1739.28 ms
[2022-04-17 21:51:45 main:574] : INFO : Epoch 1997 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 1735.93 ms
[2022-04-17 21:51:47 main:574] : INFO : Epoch 1998 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1724.65 ms
[2022-04-17 21:51:48 main:574] : INFO : Epoch 1999 | loss: 0.0311709 | val_loss: 0.0311844 | Time: 1720.32 ms
[2022-04-17 21:51:50 main:574] : INFO : Epoch 2000 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 1713.34 ms
[2022-04-17 21:51:52 main:574] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.0311845 | Time: 1722.16 ms
[2022-04-17 21:51:54 main:574] : INFO : Epoch 2002 | loss: 0.031171 | val_loss: 0.0311849 | Time: 1720.8 ms
[2022-04-17 21:51:55 main:574] : INFO : Epoch 2003 | loss: 0.0311706 | val_loss: 0.0311871 | Time: 1713.7 ms
[2022-04-17 21:51:57 main:574] : INFO : Epoch 2004 | loss: 0.031173 | val_loss: 0.0311853 | Time: 1731.55 ms
[2022-04-17 21:51:59 main:574] : INFO : Epoch 2005 | loss: 0.0311754 | val_loss: 0.0311906 | Time: 1721.7 ms
[2022-04-17 21:52:00 main:574] : INFO : Epoch 2006 | loss: 0.0311737 | val_loss: 0.0311874 | Time: 1721.64 ms
[2022-04-17 21:52:02 main:574] : INFO : Epoch 2007 | loss: 0.0311717 | val_loss: 0.0311858 | Time: 1709.55 ms
[2022-04-17 21:52:04 main:574] : INFO : Epoch 2008 | loss: 0.0311699 | val_loss: 0.0311844 | Time: 1724.2 ms
[2022-04-17 21:52:06 main:574] : INFO : Epoch 2009 | loss: 0.0311713 | val_loss: 0.0311846 | Time: 1715.58 ms
[2022-04-17 21:52:07 main:574] : INFO : Epoch 2010 | loss: 0.0311704 | val_loss: 0.0311856 | Time: 1716.18 ms
[2022-04-17 21:52:09 main:574] : INFO : Epoch 2011 | loss: 0.0311703 | val_loss: 0.0311884 | Time: 1733.85 ms
[2022-04-17 21:52:11 main:574] : INFO : Epoch 2012 | loss: 0.0311709 | val_loss: 0.0311867 | Time: 1728.73 ms
[2022-04-17 21:52:13 main:574] : INFO : Epoch 2013 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 1717.94 ms
[2022-04-17 21:52:14 main:574] : INFO : Epoch 2014 | loss: 0.0311703 | val_loss: 0.031184 | Time: 1736.9 ms
[2022-04-17 21:52:16 main:574] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311847 | Time: 1720.24 ms
[2022-04-17 21:52:18 main:574] : INFO : Epoch 2016 | loss: 0.0311689 | val_loss: 0.0311843 | Time: 1711.64 ms
[2022-04-17 21:52:19 main:574] : INFO : Epoch 2017 | loss: 0.031168 | val_loss: 0.0311823 | Time: 1718.25 ms
[2022-04-17 21:52:21 main:574] : INFO : Epoch 2018 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 1720.47 ms
[2022-04-17 21:52:23 main:574] : INFO : Epoch 2019 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 1718.06 ms
[2022-04-17 21:52:25 main:574] : INFO : Epoch 2020 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 1712.31 ms
[2022-04-17 21:52:26 main:574] : INFO : Epoch 2021 | loss: 0.0311693 | val_loss: 0.0311844 | Time: 1720.29 ms
[2022-04-17 21:52:28 main:574] : INFO : Epoch 2022 | loss: 0.0311696 | val_loss: 0.0311817 | Time: 1712.59 ms
[2022-04-17 21:52:30 main:574] : INFO : Epoch 2023 | loss: 0.0311685 | val_loss: 0.0311821 | Time: 1716.96 ms
[2022-04-17 21:52:32 main:574] : INFO : Epoch 2024 | loss: 0.0311686 | val_loss: 0.0311838 | Time: 1728.68 ms
[2022-04-17 21:52:33 main:574] : INFO : Epoch 2025 | loss: 0.0311706 | val_loss: 0.0311879 | Time: 1718.94 ms
[2022-04-17 21:52:35 main:574] : INFO : Epoch 2026 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 1719.81 ms
[2022-04-17 21:52:37 main:574] : INFO : Epoch 2027 | loss: 0.031171 | val_loss: 0.0311884 | Time: 1712.01 ms
[2022-04-17 21:52:38 main:574] : INFO : Epoch 2028 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 1726.91 ms
[2022-04-17 21:52:40 main:574] : INFO : Epoch 2029 | loss: 0.0311705 | val_loss: 0.0311841 | Time: 1719.34 ms
[2022-04-17 21:52:42 main:574] : INFO : Epoch 2030 | loss: 0.03117 | val_loss: 0.0311863 | Time: 1722.08 ms
[2022-04-17 21:52:44 main:574] : INFO : Epoch 2031 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1711.34 ms
[2022-04-17 21:52:45 main:574] : INFO : Epoch 2032 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 1751.77 ms
[2022-04-17 21:52:47 main:574] : INFO : Epoch 2033 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 1764.47 ms
[2022-04-17 21:52:49 main:574] : INFO : Epoch 2034 | loss: 0.0311761 | val_loss: 0.0311854 | Time: 1734.5 ms
[2022-04-17 21:52:51 main:574] : INFO : Epoch 2035 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 1733.72 ms
[2022-04-17 21:52:52 main:574] : INFO : Epoch 2036 | loss: 0.0311735 | val_loss: 0.0311875 | Time: 1714.07 ms
[2022-04-17 21:52:54 main:574] : INFO : Epoch 2037 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1710.3 ms
[2022-04-17 21:52:56 main:574] : INFO : Epoch 2038 | loss: 0.0311754 | val_loss: 0.0311931 | Time: 1715.56 ms
[2022-04-17 21:52:58 main:574] : INFO : Epoch 2039 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1718.69 ms
[2022-04-17 21:52:59 main:574] : INFO : Epoch 2040 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 1721.94 ms
[2022-04-17 21:53:01 main:574] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311847 | Time: 1733.14 ms
[2022-04-17 21:53:03 main:574] : INFO : Epoch 2042 | loss: 0.0311727 | val_loss: 0.0311869 | Time: 1723.41 ms
[2022-04-17 21:53:04 main:574] : INFO : Epoch 2043 | loss: 0.0311744 | val_loss: 0.031187 | Time: 1713.2 ms
[2022-04-17 21:53:06 main:574] : INFO : Epoch 2044 | loss: 0.0311732 | val_loss: 0.0311913 | Time: 1714.31 ms
[2022-04-17 21:53:08 main:574] : INFO : Epoch 2045 | loss: 0.0311738 | val_loss: 0.0311889 | Time: 1707.77 ms
[2022-04-17 21:53:10 main:574] : INFO : Epoch 2046 | loss: 0.0311708 | val_loss: 0.0311914 | Time: 1709.31 ms
[2022-04-17 21:53:11 main:574] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311836 | Time: 1713.47 ms
[2022-04-17 21:53:13 main:574] : INFO : Epoch 2048 | loss: 0.0311719 | val_loss: 0.0311879 | Time: 1709.08 ms
[2022-04-17 21:53:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311879
[2022-04-17 21:53:13 main:603] : INFO : Saving end state to config to file
[2022-04-17 21:53:13 main:608] : INFO : Success, exiting..
21:53:13 (10712): 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)