Task 14205605
| Name | ParityModified-1647047777-8317-2-0_0 |
| Workunit | 11265684 |
| Created | 1 Apr 2022, 18:21:09 UTC |
| Sent | 6 Apr 2022, 15:09:54 UTC |
| Report deadline | 14 Apr 2022, 15:09:54 UTC |
| Received | 7 Apr 2022, 11:41:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 51 sec |
| CPU time | 1 hours 0 min 13 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 | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -07 06:25:40 main:574] : INFO : Epoch 1542 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1942.34 ms [2022-04-07 06:25:42 main:574] : INFO : Epoch 1543 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 1938.17 ms [2022-04-07 06:25:44 main:574] : INFO : Epoch 1544 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1973.24 ms [2022-04-07 06:25:46 main:574] : INFO : Epoch 1545 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 1953.27 ms [2022-04-07 06:25:48 main:574] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 1967.12 ms [2022-04-07 06:25:50 main:574] : INFO : Epoch 1547 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 1970.96 ms [2022-04-07 06:25:52 main:574] : INFO : Epoch 1548 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1972.62 ms [2022-04-07 06:25:54 main:574] : INFO : Epoch 1549 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1954.58 ms [2022-04-07 06:25:56 main:574] : INFO : Epoch 1550 | loss: 0.0311764 | val_loss: 0.031181 | Time: 2025.25 ms [2022-04-07 06:25:58 main:574] : INFO : Epoch 1551 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 1969.26 ms [2022-04-07 06:26:00 main:574] : INFO : Epoch 1552 | loss: 0.0311764 | val_loss: 0.031181 | Time: 1923.57 ms [2022-04-07 06:26:02 main:574] : INFO : Epoch 1553 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1979.41 ms [2022-04-07 06:26:04 main:574] : INFO : Epoch 1554 | loss: 0.0311774 | val_loss: 0.031182 | Time: 1966.47 ms [2022-04-07 06:26:06 main:574] : INFO : Epoch 1555 | loss: 0.0311766 | val_loss: 0.031184 | Time: 1932.72 ms [2022-04-07 06:26:08 main:574] : INFO : Epoch 1556 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 1940.58 ms [2022-04-07 06:26:10 main:574] : INFO : Epoch 1557 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1949.79 ms [2022-04-07 06:26:12 main:574] : INFO : Epoch 1558 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 1933.8 ms [2022-04-07 06:26:14 main:574] : INFO : Epoch 1559 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1863.37 ms [2022-04-07 06:26:16 main:574] : INFO : Epoch 1560 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 1763.66 ms [2022-04-07 06:26:18 main:574] : INFO : Epoch 1561 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 2030.55 ms [2022-04-07 06:26:20 main:574] : INFO : Epoch 1562 | loss: 0.031175 | val_loss: 0.0311808 | Time: 1976.21 ms [2022-04-07 06:26:22 main:574] : INFO : Epoch 1563 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2066.71 ms [2022-04-07 06:26:24 main:574] : INFO : Epoch 1564 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2155.67 ms [2022-04-07 06:26:26 main:574] : INFO : Epoch 1565 | loss: 0.0311742 | val_loss: 0.0311822 | Time: 1836.97 ms [2022-04-07 06:26:28 main:574] : INFO : Epoch 1566 | loss: 0.031174 | val_loss: 0.0311829 | Time: 1784.02 ms [2022-04-07 06:26:29 main:574] : INFO : Epoch 1567 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 1829.62 ms [2022-04-07 06:26:31 main:574] : INFO : Epoch 1568 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1824.15 ms [2022-04-07 06:26:33 main:574] : INFO : Epoch 1569 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 1874.16 ms [2022-04-07 06:26:35 main:574] : INFO : Epoch 1570 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 1804.24 ms [2022-04-07 06:26:37 main:574] : INFO : Epoch 1571 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1871.79 ms [2022-04-07 06:26:39 main:574] : INFO : Epoch 1572 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 1830.18 ms [2022-04-07 06:26:41 main:574] : INFO : Epoch 1573 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 1790.96 ms [2022-04-07 06:26:42 main:574] : INFO : Epoch 1574 | loss: 0.0311736 | val_loss: 0.0311843 | Time: 1783.96 ms [2022-04-07 06:26:44 main:574] : INFO : Epoch 1575 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 1779.78 ms [2022-04-07 06:26:46 main:574] : INFO : Epoch 1576 | loss: 0.031174 | val_loss: 0.0311818 | Time: 1787.26 ms [2022-04-07 06:26:48 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1789.85 ms [2022-04-07 06:26:50 main:574] : INFO : Epoch 1578 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1785.29 ms [2022-04-07 06:26:51 main:574] : INFO : Epoch 1579 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 1798.78 ms [2022-04-07 06:26:53 main:574] : INFO : Epoch 1580 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 1784.29 ms [2022-04-07 06:26:55 main:574] : INFO : Epoch 1581 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 1806.78 ms [2022-04-07 06:26:57 main:574] : INFO : Epoch 1582 | loss: 0.0311728 | val_loss: 0.031183 | Time: 1800.52 ms [2022-04-07 06:26:59 main:574] : INFO : Epoch 1583 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 1780.45 ms [2022-04-07 06:27:00 main:574] : INFO : Epoch 1584 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 1922.12 ms [2022-04-07 06:27:02 main:574] : INFO : Epoch 1585 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 1788.18 ms [2022-04-07 06:27:04 main:574] : INFO : Epoch 1586 | loss: 0.031173 | val_loss: 0.0311812 | Time: 1797.56 ms [2022-04-07 06:27:06 main:574] : INFO : Epoch 1587 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 1787.34 ms [2022-04-07 06:27:08 main:574] : INFO : Epoch 1588 | loss: 0.0311722 | val_loss: 0.0311832 | Time: 1791.35 ms [2022-04-07 06:27:09 main:574] : INFO : Epoch 1589 | loss: 0.031172 | val_loss: 0.0311849 | Time: 1792.36 ms [2022-04-07 06:27:11 main:574] : INFO : Epoch 1590 | loss: 0.031172 | val_loss: 0.031186 | Time: 1813.72 ms [2022-04-07 06:27:13 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311866 | Time: 1813.77 ms [2022-04-07 06:27:15 main:574] : INFO : Epoch 1592 | loss: 0.0311731 | val_loss: 0.0311859 | Time: 1835.38 ms [2022-04-07 06:27:17 main:574] : INFO : Epoch 1593 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 1829.75 ms [2022-04-07 06:27:19 main:574] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 1749.47 ms [2022-04-07 06:27:20 main:574] : INFO : Epoch 1595 | loss: 0.031172 | val_loss: 0.0311824 | Time: 1801.79 ms [2022-04-07 06:27:22 main:574] : INFO : Epoch 1596 | loss: 0.0311721 | val_loss: 0.0311793 | Time: 1795.54 ms [2022-04-07 06:27:24 main:574] : INFO : Epoch 1597 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 1783.56 ms [2022-04-07 06:27:26 main:574] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311834 | Time: 1789.55 ms [2022-04-07 06:27:28 main:574] : INFO : Epoch 1599 | loss: 0.0311812 | val_loss: 0.031178 | Time: 1788.43 ms [2022-04-07 06:27:29 main:574] : INFO : Epoch 1600 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 1791.27 ms [2022-04-07 06:27:31 main:574] : INFO : Epoch 1601 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 1795.7 ms [2022-04-07 06:27:33 main:574] : INFO : Epoch 1602 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1749.44 ms [2022-04-07 06:27:35 main:574] : INFO : Epoch 1603 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 1789.24 ms [2022-04-07 06:27:36 main:574] : INFO : Epoch 1604 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1728.71 ms [2022-04-07 06:27:38 main:574] : INFO : Epoch 1605 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1779.13 ms [2022-04-07 06:27:40 main:574] : INFO : Epoch 1606 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 1786.93 ms [2022-04-07 06:27:42 main:574] : INFO : Epoch 1607 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 1762.18 ms [2022-04-07 06:27:44 main:574] : INFO : Epoch 1608 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1821.39 ms [2022-04-07 06:27:45 main:574] : INFO : Epoch 1609 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1791.05 ms [2022-04-07 06:27:47 main:574] : INFO : Epoch 1610 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1790.75 ms [2022-04-07 06:27:49 main:574] : INFO : Epoch 1611 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 1783.98 ms [2022-04-07 06:27:51 main:574] : INFO : Epoch 1612 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 1780.08 ms [2022-04-07 06:27:53 main:574] : INFO : Epoch 1613 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1770.88 ms [2022-04-07 06:27:54 main:574] : INFO : Epoch 1614 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 1798.45 ms [2022-04-07 06:27:56 main:574] : INFO : Epoch 1615 | loss: 0.031168 | val_loss: 0.0311758 | Time: 1789.84 ms [2022-04-07 06:27:58 main:574] : INFO : Epoch 1616 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 1769.64 ms [2022-04-07 06:28:00 main:574] : INFO : Epoch 1617 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 1786.88 ms [2022-04-07 06:28:02 main:574] : INFO : Epoch 1618 | loss: 0.0311676 | val_loss: 0.0311771 | Time: 1806.47 ms [2022-04-07 06:28:03 main:574] : INFO : Epoch 1619 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 1787.6 ms [2022-04-07 06:28:05 main:574] : INFO : Epoch 1620 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1809.92 ms [2022-04-07 06:28:07 main:574] : INFO : Epoch 1621 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 1804.15 ms [2022-04-07 06:28:09 main:574] : INFO : Epoch 1622 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 1801.55 ms [2022-04-07 06:28:11 main:574] : INFO : Epoch 1623 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 1775.3 ms [2022-04-07 06:28:12 main:574] : INFO : Epoch 1624 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 1750.16 ms [2022-04-07 06:28:14 main:574] : INFO : Epoch 1625 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1804.42 ms [2022-04-07 06:28:16 main:574] : INFO : Epoch 1626 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 1762.94 ms [2022-04-07 06:28:18 main:574] : INFO : Epoch 1627 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1835.08 ms [2022-04-07 06:28:20 main:574] : INFO : Epoch 1628 | loss: 0.0311681 | val_loss: 0.03118 | Time: 1773.75 ms [2022-04-07 06:28:21 main:574] : INFO : Epoch 1629 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 1805.67 ms [2022-04-07 06:28:23 main:574] : INFO : Epoch 1630 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 1812.62 ms [2022-04-07 06:28:25 main:574] : INFO : Epoch 1631 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 1780.9 ms [2022-04-07 06:28:27 main:574] : INFO : Epoch 1632 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 1788.4 ms [2022-04-07 06:28:29 main:574] : INFO : Epoch 1633 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1781.65 ms [2022-04-07 06:28:30 main:574] : INFO : Epoch 1634 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1814.62 ms [2022-04-07 06:28:32 main:574] : INFO : Epoch 1635 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 1790.11 ms [2022-04-07 06:28:34 main:574] : INFO : Epoch 1636 | loss: 0.0311659 | val_loss: 0.0311767 | Time: 1776.48 ms [2022-04-07 06:28:36 main:574] : INFO : Epoch 1637 | loss: 0.0311658 | val_loss: 0.0311792 | Time: 1747.57 ms [2022-04-07 06:28:38 main:574] : INFO : Epoch 1638 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 1794.27 ms [2022-04-07 06:28:39 main:574] : INFO : Epoch 1639 | loss: 0.0311661 | val_loss: 0.0311785 | Time: 1743.24 ms [2022-04-07 06:28:41 main:574] : INFO : Epoch 1640 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 1736.29 ms [2022-04-07 06:28:43 main:574] : INFO : Epoch 1641 | loss: 0.0311659 | val_loss: 0.0311776 | Time: 1864.81 ms [2022-04-07 06:28:45 main:574] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311786 | Time: 1822.41 ms [2022-04-07 06:28:47 main:574] : INFO : Epoch 1643 | loss: 0.0311669 | val_loss: 0.03118 | Time: 1782.65 ms [2022-04-07 06:28:48 main:574] : INFO : Epoch 1644 | loss: 0.0311668 | val_loss: 0.031177 | Time: 1831.58 ms [2022-04-07 06:28:50 main:574] : INFO : Epoch 1645 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1786.48 ms [2022-04-07 06:28:52 main:574] : INFO : Epoch 1646 | loss: 0.0311651 | val_loss: 0.0311771 | Time: 1785.24 ms [2022-04-07 06:28:54 main:574] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 1809.96 ms [2022-04-07 06:28:56 main:574] : INFO : Epoch 1648 | loss: 0.0311651 | val_loss: 0.0311812 | Time: 1784 ms [2022-04-07 06:28:57 main:574] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 1773.3 ms [2022-04-07 06:28:59 main:574] : INFO : Epoch 1650 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 1819.88 ms [2022-04-07 06:29:01 main:574] : INFO : Epoch 1651 | loss: 0.0311644 | val_loss: 0.0311779 | Time: 1807.79 ms [2022-04-07 06:29:03 main:574] : INFO : Epoch 1652 | loss: 0.0311646 | val_loss: 0.031176 | Time: 1781.43 ms [2022-04-07 06:29:05 main:574] : INFO : Epoch 1653 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 1788.43 ms [2022-04-07 06:29:06 main:574] : INFO : Epoch 1654 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 1787.78 ms [2022-04-07 06:29:08 main:574] : INFO : Epoch 1655 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 1772.42 ms [2022-04-07 06:29:10 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 1795.32 ms [2022-04-07 06:29:12 main:574] : INFO : Epoch 1657 | loss: 0.0311648 | val_loss: 0.0311809 | Time: 1774.2 ms [2022-04-07 06:29:14 main:574] : INFO : Epoch 1658 | loss: 0.0311649 | val_loss: 0.0311776 | Time: 1812.84 ms [2022-04-07 06:29:15 main:574] : INFO : Epoch 1659 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 1786.82 ms [2022-04-07 06:29:17 main:574] : INFO : Epoch 1660 | loss: 0.0311648 | val_loss: 0.0311812 | Time: 1795.7 ms [2022-04-07 06:29:19 main:574] : INFO : Epoch 1661 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 1756.15 ms [2022-04-07 06:29:21 main:574] : INFO : Epoch 1662 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 1774.84 ms [2022-04-07 06:29:23 main:574] : INFO : Epoch 1663 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 1799.25 ms [2022-04-07 06:29:24 main:574] : INFO : Epoch 1664 | loss: 0.0311657 | val_loss: 0.031178 | Time: 1817.99 ms [2022-04-07 06:29:26 main:574] : INFO : Epoch 1665 | loss: 0.0311665 | val_loss: 0.0311812 | Time: 1784.14 ms [2022-04-07 06:29:28 main:574] : INFO : Epoch 1666 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 1778.9 ms [2022-04-07 06:29:30 main:574] : INFO : Epoch 1667 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 1816.53 ms [2022-04-07 06:29:32 main:574] : INFO : Epoch 1668 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 1823.68 ms [2022-04-07 06:29:33 main:574] : INFO : Epoch 1669 | loss: 0.0311656 | val_loss: 0.031177 | Time: 1795.97 ms [2022-04-07 06:29:35 main:574] : INFO : Epoch 1670 | loss: 0.0311645 | val_loss: 0.0311784 | Time: 1793.13 ms [2022-04-07 06:29:37 main:574] : INFO : Epoch 1671 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 1778.88 ms [2022-04-07 06:29:39 main:574] : INFO : Epoch 1672 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1770.04 ms [2022-04-07 06:29:41 main:574] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.0311775 | Time: 1786.65 ms [2022-04-07 06:29:42 main:574] : INFO : Epoch 1674 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 1772.96 ms [2022-04-07 06:29:44 main:574] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 1800.86 ms [2022-04-07 06:29:46 main:574] : INFO : Epoch 1676 | loss: 0.0311622 | val_loss: 0.031176 | Time: 1790.68 ms [2022-04-07 06:29:48 main:574] : INFO : Epoch 1677 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1804.79 ms [2022-04-07 06:29:50 main:574] : INFO : Epoch 1678 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 1806.71 ms [2022-04-07 06:29:51 main:574] : INFO : Epoch 1679 | loss: 0.0311643 | val_loss: 0.0311805 | Time: 1758.22 ms [2022-04-07 06:29:53 main:574] : INFO : Epoch 1680 | loss: 0.0311655 | val_loss: 0.0311807 | Time: 1782.75 ms [2022-04-07 06:29:55 main:574] : INFO : Epoch 1681 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 1809.5 ms [2022-04-07 06:29:57 main:574] : INFO : Epoch 1682 | loss: 0.0311623 | val_loss: 0.0311792 | Time: 1824.13 ms [2022-04-07 06:29:59 main:574] : INFO : Epoch 1683 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1813.23 ms [2022-04-07 06:30:00 main:574] : INFO : Epoch 1684 | loss: 0.0311618 | val_loss: 0.0311792 | Time: 1791.26 ms [2022-04-07 06:30:02 main:574] : INFO : Epoch 1685 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 1807.3 ms [2022-04-07 06:30:04 main:574] : INFO : Epoch 1686 | loss: 0.031163 | val_loss: 0.0311777 | Time: 1745.39 ms [2022-04-07 06:30:06 main:574] : INFO : Epoch 1687 | loss: 0.0311663 | val_loss: 0.0311787 | Time: 1758.72 ms [2022-04-07 06:30:07 main:574] : INFO : Epoch 1688 | loss: 0.0311655 | val_loss: 0.0311788 | Time: 1765.92 ms [2022-04-07 06:30:09 main:574] : INFO : Epoch 1689 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1797.15 ms [2022-04-07 06:30:11 main:574] : INFO : Epoch 1690 | loss: 0.0311634 | val_loss: 0.0311784 | Time: 1806.14 ms [2022-04-07 06:30:13 main:574] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 1771.48 ms [2022-04-07 06:30:15 main:574] : INFO : Epoch 1692 | loss: 0.0311633 | val_loss: 0.0311786 | Time: 1779.85 ms [2022-04-07 06:30:16 main:574] : INFO : Epoch 1693 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 1778.16 ms [2022-04-07 06:30:18 main:574] : INFO : Epoch 1694 | loss: 0.031162 | val_loss: 0.031176 | Time: 1790.6 ms [2022-04-07 06:30:20 main:574] : INFO : Epoch 1695 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 1766.85 ms [2022-04-07 06:30:22 main:574] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311764 | Time: 1755.3 ms [2022-04-07 06:30:24 main:574] : INFO : Epoch 1697 | loss: 0.0311611 | val_loss: 0.0311773 | Time: 1804.75 ms [2022-04-07 06:30:25 main:574] : INFO : Epoch 1698 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 1782.98 ms [2022-04-07 06:30:27 main:574] : INFO : Epoch 1699 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 1771.86 ms [2022-04-07 06:30:29 main:574] : INFO : Epoch 1700 | loss: 0.0311608 | val_loss: 0.0311798 | Time: 1793.97 ms [2022-04-07 06:30:31 main:574] : INFO : Epoch 1701 | loss: 0.0311602 | val_loss: 0.0311767 | Time: 1786.96 ms [2022-04-07 06:30:33 main:574] : INFO : Epoch 1702 | loss: 0.03116 | val_loss: 0.0311796 | Time: 1769.13 ms [2022-04-07 06:30:34 main:574] : INFO : Epoch 1703 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 1810.05 ms [2022-04-07 06:30:36 main:574] : INFO : Epoch 1704 | loss: 0.0311605 | val_loss: 0.0311789 | Time: 1789.26 ms [2022-04-07 06:30:38 main:574] : INFO : Epoch 1705 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 1794.09 ms [2022-04-07 06:30:40 main:574] : INFO : Epoch 1706 | loss: 0.0311628 | val_loss: 0.031179 | Time: 1791.59 ms [2022-04-07 06:30:42 main:574] : INFO : Epoch 1707 | loss: 0.031161 | val_loss: 0.0311808 | Time: 1746.35 ms [2022-04-07 06:30:43 main:574] : INFO : Epoch 1708 | loss: 0.0311606 | val_loss: 0.0311785 | Time: 1787.8 ms [2022-04-07 06:30:45 main:574] : INFO : Epoch 1709 | loss: 0.0311636 | val_loss: 0.0311775 | Time: 1794.41 ms [2022-04-07 06:30:47 main:574] : INFO : Epoch 1710 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 1813.22 ms [2022-04-07 06:30:49 main:574] : INFO : Epoch 1711 | loss: 0.0311635 | val_loss: 0.0311811 | Time: 1798.98 ms [2022-04-07 06:30:51 main:574] : INFO : Epoch 1712 | loss: 0.0311638 | val_loss: 0.0311814 | Time: 1775.31 ms [2022-04-07 06:30:52 main:574] : INFO : Epoch 1713 | loss: 0.0311642 | val_loss: 0.0311794 | Time: 1780.19 ms [2022-04-07 06:30:54 main:574] : INFO : Epoch 1714 | loss: 0.0311627 | val_loss: 0.0311784 | Time: 1805.11 ms [2022-04-07 06:30:56 main:574] : INFO : Epoch 1715 | loss: 0.0311625 | val_loss: 0.03118 | Time: 1773.13 ms [2022-04-07 06:30:58 main:574] : INFO : Epoch 1716 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 1814.98 ms [2022-04-07 06:31:00 main:574] : INFO : Epoch 1717 | loss: 0.0311654 | val_loss: 0.0311815 | Time: 1777.15 ms [2022-04-07 06:31:01 main:574] : INFO : Epoch 1718 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 1805.17 ms [2022-04-07 06:31:03 main:574] : INFO : Epoch 1719 | loss: 0.0311646 | val_loss: 0.031177 | Time: 1815.01 ms [2022-04-07 06:31:05 main:574] : INFO : Epoch 1720 | loss: 0.031164 | val_loss: 0.0311759 | Time: 1786.91 ms [2022-04-07 06:31:07 main:574] : INFO : Epoch 1721 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 1787.05 ms [2022-04-07 06:31:09 main:574] : INFO : Epoch 1722 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1794.62 ms [2022-04-07 06:31:10 main:574] : INFO : Epoch 1723 | loss: 0.0311612 | val_loss: 0.031177 | Time: 1800.68 ms [2022-04-07 06:31:12 main:574] : INFO : Epoch 1724 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 1803.51 ms [2022-04-07 06:31:14 main:574] : INFO : Epoch 1725 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 1766.6 ms [2022-04-07 06:31:16 main:574] : INFO : Epoch 1726 | loss: 0.0311613 | val_loss: 0.0311764 | Time: 1766.78 ms [2022-04-07 06:31:18 main:574] : INFO : Epoch 1727 | loss: 0.0311609 | val_loss: 0.0311789 | Time: 1758.18 ms [2022-04-07 06:31:19 main:574] : INFO : Epoch 1728 | loss: 0.0311626 | val_loss: 0.0311737 | Time: 1790.37 ms [2022-04-07 06:31:21 main:574] : INFO : Epoch 1729 | loss: 0.0311646 | val_loss: 0.0311806 | Time: 1803.28 ms [2022-04-07 06:31:23 main:574] : INFO : Epoch 1730 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 1793.66 ms [2022-04-07 06:31:25 main:574] : INFO : Epoch 1731 | loss: 0.031164 | val_loss: 0.0311794 | Time: 1803.68 ms [2022-04-07 06:31:27 main:574] : INFO : Epoch 1732 | loss: 0.0311614 | val_loss: 0.031176 | Time: 1813.23 ms [2022-04-07 06:31:28 main:574] : INFO : Epoch 1733 | loss: 0.0311626 | val_loss: 0.0311774 | Time: 1782.7 ms [2022-04-07 06:31:30 main:574] : INFO : Epoch 1734 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1766.31 ms [2022-04-07 06:31:32 main:574] : INFO : Epoch 1735 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 1783.25 ms [2022-04-07 06:31:34 main:574] : INFO : Epoch 1736 | loss: 0.0311596 | val_loss: 0.0311769 | Time: 1778.19 ms [2022-04-07 06:31:35 main:574] : INFO : Epoch 1737 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 1790.59 ms [2022-04-07 06:31:37 main:574] : INFO : Epoch 1738 | loss: 0.0311581 | val_loss: 0.0311784 | Time: 1820.6 ms [2022-04-07 06:31:39 main:574] : INFO : Epoch 1739 | loss: 0.0311587 | val_loss: 0.0311758 | Time: 1791.56 ms [2022-04-07 06:31:41 main:574] : INFO : Epoch 1740 | loss: 0.0311584 | val_loss: 0.031179 | Time: 1805.04 ms [2022-04-07 06:31:43 main:574] : INFO : Epoch 1741 | loss: 0.0311585 | val_loss: 0.031174 | Time: 1774.65 ms [2022-04-07 06:31:44 main:574] : INFO : Epoch 1742 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 1762.74 ms [2022-04-07 06:31:46 main:574] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311781 | Time: 1783.63 ms [2022-04-07 06:31:48 main:574] : INFO : Epoch 1744 | loss: 0.0311623 | val_loss: 0.0311792 | Time: 1821.12 ms [2022-04-07 06:31:50 main:574] : INFO : Epoch 1745 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 1775.34 ms [2022-04-07 06:31:52 main:574] : INFO : Epoch 1746 | loss: 0.0311595 | val_loss: 0.0311776 | Time: 1788.54 ms [2022-04-07 06:31:53 main:574] : INFO : Epoch 1747 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1778.66 ms [2022-04-07 06:31:55 main:574] : INFO : Epoch 1748 | loss: 0.0311593 | val_loss: 0.0311768 | Time: 1773.24 ms [2022-04-07 06:31:57 main:574] : INFO : Epoch 1749 | loss: 0.0311607 | val_loss: 0.0311771 | Time: 1816.76 ms [2022-04-07 06:31:59 main:574] : INFO : Epoch 1750 | loss: 0.0311595 | val_loss: 0.031177 | Time: 1806.52 ms [2022-04-07 06:32:01 main:574] : INFO : Epoch 1751 | loss: 0.031159 | val_loss: 0.031176 | Time: 1797.88 ms [2022-04-07 06:32:02 main:574] : INFO : Epoch 1752 | loss: 0.0311589 | val_loss: 0.0311782 | Time: 1791.96 ms [2022-04-07 06:32:04 main:574] : INFO : Epoch 1753 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 1789.51 ms [2022-04-07 06:32:06 main:574] : INFO : Epoch 1754 | loss: 0.0311576 | val_loss: 0.031175 | Time: 1770.71 ms [2022-04-07 06:32:08 main:574] : INFO : Epoch 1755 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 1771.98 ms [2022-04-07 06:32:10 main:574] : INFO : Epoch 1756 | loss: 0.0311592 | val_loss: 0.0311759 | Time: 1788.91 ms [2022-04-07 06:32:11 main:574] : INFO : Epoch 1757 | loss: 0.0311581 | val_loss: 0.0311757 | Time: 1752.87 ms [2022-04-07 06:32:13 main:574] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 1816.94 ms [2022-04-07 06:32:15 main:574] : INFO : Epoch 1759 | loss: 0.0311592 | val_loss: 0.0311771 | Time: 1816.96 ms [2022-04-07 06:32:17 main:574] : INFO : Epoch 1760 | loss: 0.0311605 | val_loss: 0.0311761 | Time: 1763.67 ms [2022-04-07 06:32:19 main:574] : INFO : Epoch 1761 | loss: 0.03116 | val_loss: 0.0311776 | Time: 1756.51 ms [2022-04-07 06:32:20 main:574] : INFO : Epoch 1762 | loss: 0.0311598 | val_loss: 0.0311752 | Time: 1774.05 ms [2022-04-07 06:32:22 main:574] : INFO : Epoch 1763 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 1766.56 ms [2022-04-07 06:32:24 main:574] : INFO : Epoch 1764 | loss: 0.0311591 | val_loss: 0.0311763 | Time: 1812.76 ms [2022-04-07 06:32:26 main:574] : INFO : Epoch 1765 | loss: 0.0311618 | val_loss: 0.0311769 | Time: 1774.52 ms [2022-04-07 06:32:28 main:574] : INFO : Epoch 1766 | loss: 0.0311601 | val_loss: 0.0311771 | Time: 1773.55 ms [2022-04-07 06:32:29 main:574] : INFO : Epoch 1767 | loss: 0.0311583 | val_loss: 0.0311758 | Time: 1772.52 ms [2022-04-07 06:32:31 main:574] : INFO : Epoch 1768 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 1774.64 ms [2022-04-07 06:32:33 main:574] : INFO : Epoch 1769 | loss: 0.031158 | val_loss: 0.0311759 | Time: 1778.19 ms [2022-04-07 06:32:35 main:574] : INFO : Epoch 1770 | loss: 0.0311575 | val_loss: 0.0311761 | Time: 1753 ms [2022-04-07 06:32:36 main:574] : INFO : Epoch 1771 | loss: 0.031157 | val_loss: 0.0311768 | Time: 1791.99 ms [2022-04-07 06:32:38 main:574] : INFO : Epoch 1772 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1807.72 ms [2022-04-07 06:32:40 main:574] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.0311768 | Time: 1790.57 ms [2022-04-07 06:32:42 main:574] : INFO : Epoch 1774 | loss: 0.0311554 | val_loss: 0.0311768 | Time: 1806.07 ms [2022-04-07 06:32:44 main:574] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.031179 | Time: 1783.7 ms [2022-04-07 06:32:46 main:574] : INFO : Epoch 1776 | loss: 0.0311569 | val_loss: 0.0311766 | Time: 1822.61 ms [2022-04-07 06:32:47 main:574] : INFO : Epoch 1777 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 1794.12 ms [2022-04-07 06:32:49 main:574] : INFO : Epoch 1778 | loss: 0.0311587 | val_loss: 0.0311791 | Time: 1805.67 ms [2022-04-07 06:32:51 main:574] : INFO : Epoch 1779 | loss: 0.0311573 | val_loss: 0.0311793 | Time: 1802.98 ms [2022-04-07 06:32:53 main:574] : INFO : Epoch 1780 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 1773.03 ms [2022-04-07 06:32:55 main:574] : INFO : Epoch 1781 | loss: 0.0311568 | val_loss: 0.031176 | Time: 1800.54 ms [2022-04-07 06:32:56 main:574] : INFO : Epoch 1782 | loss: 0.0311565 | val_loss: 0.0311757 | Time: 1752.42 ms [2022-04-07 06:32:58 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.031177 | Time: 1789.03 ms [2022-04-07 06:33:00 main:574] : INFO : Epoch 1784 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 1761.7 ms [2022-04-07 06:33:02 main:574] : INFO : Epoch 1785 | loss: 0.0311551 | val_loss: 0.031178 | Time: 1782.85 ms [2022-04-07 06:33:03 main:574] : INFO : Epoch 1786 | loss: 0.0311592 | val_loss: 0.0311854 | Time: 1765.59 ms [2022-04-07 06:33:05 main:574] : INFO : Epoch 1787 | loss: 0.031159 | val_loss: 0.0311862 | Time: 1768.48 ms [2022-04-07 06:33:07 main:574] : INFO : Epoch 1788 | loss: 0.0311582 | val_loss: 0.0311793 | Time: 1903.31 ms [2022-04-07 06:33:09 main:574] : INFO : Epoch 1789 | loss: 0.0311565 | val_loss: 0.0311797 | Time: 1821.92 ms [2022-04-07 06:33:11 main:574] : INFO : Epoch 1790 | loss: 0.0311569 | val_loss: 0.0311781 | Time: 1786.5 ms [2022-04-07 06:33:13 main:574] : INFO : Epoch 1791 | loss: 0.0311552 | val_loss: 0.031179 | Time: 1797.74 ms [2022-04-07 06:33:14 main:574] : INFO : Epoch 1792 | loss: 0.0311545 | val_loss: 0.031174 | Time: 1732.2 ms [2022-04-07 06:33:16 main:574] : INFO : Epoch 1793 | loss: 0.0311556 | val_loss: 0.031176 | Time: 1768.51 ms [2022-04-07 06:33:18 main:574] : INFO : Epoch 1794 | loss: 0.0311545 | val_loss: 0.0311774 | Time: 1797.86 ms [2022-04-07 06:33:20 main:574] : INFO : Epoch 1795 | loss: 0.0311557 | val_loss: 0.0311749 | Time: 1758.55 ms [2022-04-07 06:33:21 main:574] : INFO : Epoch 1796 | loss: 0.0311551 | val_loss: 0.0311819 | Time: 1792.13 ms [2022-04-07 06:33:23 main:574] : INFO : Epoch 1797 | loss: 0.0311546 | val_loss: 0.0311814 | Time: 1789.82 ms [2022-04-07 06:33:25 main:574] : INFO : Epoch 1798 | loss: 0.0311555 | val_loss: 0.0311782 | Time: 1794.32 ms [2022-04-07 06:33:27 main:574] : INFO : Epoch 1799 | loss: 0.0311558 | val_loss: 0.0311767 | Time: 1783.65 ms [2022-04-07 06:33:29 main:574] : INFO : Epoch 1800 | loss: 0.0311565 | val_loss: 0.0311818 | Time: 1794.03 ms [2022-04-07 06:33:30 main:574] : INFO : Epoch 1801 | loss: 0.0311576 | val_loss: 0.0311774 | Time: 1793.12 ms [2022-04-07 06:33:32 main:574] : INFO : Epoch 1802 | loss: 0.0311586 | val_loss: 0.0311821 | Time: 1779.71 ms [2022-04-07 06:33:34 main:574] : INFO : Epoch 1803 | loss: 0.0311606 | val_loss: 0.0311762 | Time: 1777.03 ms [2022-04-07 06:33:36 main:574] : INFO : Epoch 1804 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 1798.69 ms [2022-04-07 06:33:38 main:574] : INFO : Epoch 1805 | loss: 0.0311554 | val_loss: 0.031179 | Time: 1788.47 ms [2022-04-07 06:33:39 main:574] : INFO : Epoch 1806 | loss: 0.031156 | val_loss: 0.0311806 | Time: 1757.99 ms [2022-04-07 06:33:41 main:574] : INFO : Epoch 1807 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 1791.29 ms [2022-04-07 06:33:43 main:574] : INFO : Epoch 1808 | loss: 0.0311588 | val_loss: 0.0311786 | Time: 1752.18 ms [2022-04-07 06:33:45 main:574] : INFO : Epoch 1809 | loss: 0.0311585 | val_loss: 0.0311789 | Time: 1879.94 ms [2022-04-07 06:33:47 main:574] : INFO : Epoch 1810 | loss: 0.0311604 | val_loss: 0.0311832 | Time: 1832.18 ms [2022-04-07 06:33:48 main:574] : INFO : Epoch 1811 | loss: 0.0311583 | val_loss: 0.0311774 | Time: 1803.23 ms [2022-04-07 06:33:50 main:574] : INFO : Epoch 1812 | loss: 0.0311562 | val_loss: 0.031178 | Time: 1798.58 ms [2022-04-07 06:33:52 main:574] : INFO : Epoch 1813 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 1756.25 ms [2022-04-07 06:33:54 main:574] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.0311791 | Time: 1771.35 ms [2022-04-07 06:33:56 main:574] : INFO : Epoch 1815 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 1800.82 ms [2022-04-07 06:33:57 main:574] : INFO : Epoch 1816 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 1788.27 ms [2022-04-07 06:33:59 main:574] : INFO : Epoch 1817 | loss: 0.0311555 | val_loss: 0.031181 | Time: 1800.02 ms [2022-04-07 06:34:01 main:574] : INFO : Epoch 1818 | loss: 0.0311546 | val_loss: 0.0311787 | Time: 1796.24 ms [2022-04-07 06:34:03 main:574] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.0311853 | Time: 1792.63 ms [2022-04-07 06:34:05 main:574] : INFO : Epoch 1820 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 1780.09 ms [2022-04-07 06:34:06 main:574] : INFO : Epoch 1821 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 1808.65 ms [2022-04-07 06:34:08 main:574] : INFO : Epoch 1822 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 1798.89 ms [2022-04-07 06:34:10 main:574] : INFO : Epoch 1823 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1784 ms [2022-04-07 06:34:12 main:574] : INFO : Epoch 1824 | loss: 0.0311646 | val_loss: 0.0311758 | Time: 1761.61 ms [2022-04-07 06:34:14 main:574] : INFO : Epoch 1825 | loss: 0.0311655 | val_loss: 0.0311808 | Time: 1801.66 ms [2022-04-07 06:34:15 main:574] : INFO : Epoch 1826 | loss: 0.0311662 | val_loss: 0.0311794 | Time: 1785.92 ms [2022-04-07 06:34:17 main:574] : INFO : Epoch 1827 | loss: 0.0311653 | val_loss: 0.0311777 | Time: 1796.31 ms [2022-04-07 06:34:19 main:574] : INFO : Epoch 1828 | loss: 0.0311626 | val_loss: 0.031178 | Time: 1794.44 ms [2022-04-07 06:34:21 main:574] : INFO : Epoch 1829 | loss: 0.0311615 | val_loss: 0.031181 | Time: 1771.84 ms [2022-04-07 06:34:23 main:574] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.031181 | Time: 1810.78 ms [2022-04-07 06:34:24 main:574] : INFO : Epoch 1831 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 1779.38 ms [2022-04-07 06:34:26 main:574] : INFO : Epoch 1832 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 1768.65 ms [2022-04-07 06:34:28 main:574] : INFO : Epoch 1833 | loss: 0.0311615 | val_loss: 0.0311818 | Time: 1793.82 ms [2022-04-07 06:34:30 main:574] : INFO : Epoch 1834 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 1805.67 ms [2022-04-07 06:34:32 main:574] : INFO : Epoch 1835 | loss: 0.0311626 | val_loss: 0.0311797 | Time: 1814.46 ms [2022-04-07 06:34:33 main:574] : INFO : Epoch 1836 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 1802.32 ms [2022-04-07 06:34:35 main:574] : INFO : Epoch 1837 | loss: 0.0311622 | val_loss: 0.0311795 | Time: 1795 ms [2022-04-07 06:34:37 main:574] : INFO : Epoch 1838 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 1788.15 ms [2022-04-07 06:34:39 main:574] : INFO : Epoch 1839 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 1764.63 ms [2022-04-07 06:34:41 main:574] : INFO : Epoch 1840 | loss: 0.0311594 | val_loss: 0.0311776 | Time: 1780.73 ms [2022-04-07 06:34:42 main:574] : INFO : Epoch 1841 | loss: 0.0311606 | val_loss: 0.0311815 | Time: 1817.1 ms [2022-04-07 06:34:44 main:574] : INFO : Epoch 1842 | loss: 0.0311593 | val_loss: 0.0311781 | Time: 1775.52 ms [2022-04-07 06:34:46 main:574] : INFO : Epoch 1843 | loss: 0.0311577 | val_loss: 0.0311788 | Time: 1793.49 ms [2022-04-07 06:34:48 main:574] : INFO : Epoch 1844 | loss: 0.0311588 | val_loss: 0.0311797 | Time: 1813.22 ms [2022-04-07 06:34:50 main:574] : INFO : Epoch 1845 | loss: 0.0311611 | val_loss: 0.0311771 | Time: 1794.05 ms [2022-04-07 06:34:51 main:574] : INFO : Epoch 1846 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 1789.22 ms [2022-04-07 06:34:53 main:574] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 1805.54 ms [2022-04-07 06:34:55 main:574] : INFO : Epoch 1848 | loss: 0.031162 | val_loss: 0.0311778 | Time: 1769.23 ms [2022-04-07 06:34:57 main:574] : INFO : Epoch 1849 | loss: 0.0311594 | val_loss: 0.0311817 | Time: 1791.04 ms [2022-04-07 06:34:59 main:574] : INFO : Epoch 1850 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 1816.48 ms [2022-04-07 06:35:00 main:574] : INFO : Epoch 1851 | loss: 0.0311592 | val_loss: 0.0311842 | Time: 1778.89 ms [2022-04-07 06:35:02 main:574] : INFO : Epoch 1852 | loss: 0.0311585 | val_loss: 0.0311775 | Time: 1787.42 ms [2022-04-07 06:35:04 main:574] : INFO : Epoch 1853 | loss: 0.03116 | val_loss: 0.0311787 | Time: 1800.6 ms [2022-04-07 06:35:06 main:574] : INFO : Epoch 1854 | loss: 0.0311596 | val_loss: 0.0311898 | Time: 1799.45 ms [2022-04-07 06:35:08 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311795 | Time: 1766.77 ms [2022-04-07 06:35:09 main:574] : INFO : Epoch 1856 | loss: 0.0311598 | val_loss: 0.0311767 | Time: 1786.43 ms [2022-04-07 06:35:11 main:574] : INFO : Epoch 1857 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 1776.44 ms [2022-04-07 06:35:13 main:574] : INFO : Epoch 1858 | loss: 0.031162 | val_loss: 0.0311789 | Time: 1756.55 ms [2022-04-07 06:35:15 main:574] : INFO : Epoch 1859 | loss: 0.031161 | val_loss: 0.03118 | Time: 1780.34 ms [2022-04-07 06:35:17 main:574] : INFO : Epoch 1860 | loss: 0.03116 | val_loss: 0.0311764 | Time: 1769.67 ms [2022-04-07 06:35:18 main:574] : INFO : Epoch 1861 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 1781.73 ms [2022-04-07 06:35:20 main:574] : INFO : Epoch 1862 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 1767.95 ms [2022-04-07 06:35:22 main:574] : INFO : Epoch 1863 | loss: 0.0311556 | val_loss: 0.0311768 | Time: 1758.4 ms [2022-04-07 06:35:24 main:574] : INFO : Epoch 1864 | loss: 0.0311559 | val_loss: 0.0311789 | Time: 1768.58 ms [2022-04-07 06:35:25 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.031176 | Time: 1803.23 ms [2022-04-07 06:35:27 main:574] : INFO : Epoch 1866 | loss: 0.0311564 | val_loss: 0.0311749 | Time: 1760.65 ms [2022-04-07 06:35:29 main:574] : INFO : Epoch 1867 | loss: 0.031157 | val_loss: 0.0311766 | Time: 1799.23 ms [2022-04-07 06:35:31 main:574] : INFO : Epoch 1868 | loss: 0.0311589 | val_loss: 0.0311755 | Time: 1796.65 ms [2022-04-07 06:35:33 main:574] : INFO : Epoch 1869 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 1828.34 ms [2022-04-07 06:35:34 main:574] : INFO : Epoch 1870 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 1817.99 ms [2022-04-07 06:35:36 main:574] : INFO : Epoch 1871 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1758.83 ms [2022-04-07 06:35:38 main:574] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 1805.88 ms [2022-04-07 06:35:40 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 1782.18 ms [2022-04-07 06:35:42 main:574] : INFO : Epoch 1874 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 1742.79 ms [2022-04-07 06:35:43 main:574] : INFO : Epoch 1875 | loss: 0.0311655 | val_loss: 0.0311758 | Time: 1776.05 ms [2022-04-07 06:35:45 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 1805.3 ms [2022-04-07 06:35:47 main:574] : INFO : Epoch 1877 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1791.03 ms [2022-04-07 06:35:49 main:574] : INFO : Epoch 1878 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 1801.53 ms [2022-04-07 06:35:51 main:574] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 1788.95 ms [2022-04-07 06:35:52 main:574] : INFO : Epoch 1880 | loss: 0.0311656 | val_loss: 0.031178 | Time: 1790.05 ms [2022-04-07 06:35:54 main:574] : INFO : Epoch 1881 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1793.57 ms [2022-04-07 06:35:56 main:574] : INFO : Epoch 1882 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 1737.78 ms [2022-04-07 06:35:58 main:574] : INFO : Epoch 1883 | loss: 0.0311636 | val_loss: 0.0311894 | Time: 1784.54 ms [2022-04-07 06:36:00 main:574] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1791.3 ms [2022-04-07 06:36:01 main:574] : INFO : Epoch 1885 | loss: 0.031162 | val_loss: 0.0311742 | Time: 1774.2 ms [2022-04-07 06:36:03 main:574] : INFO : Epoch 1886 | loss: 0.0311597 | val_loss: 0.031171 | Time: 1781.81 ms [2022-04-07 06:36:05 main:574] : INFO : Epoch 1887 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 1803.21 ms [2022-04-07 06:36:07 main:574] : INFO : Epoch 1888 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 1780.29 ms [2022-04-07 06:36:08 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311746 | Time: 1759.37 ms [2022-04-07 06:36:10 main:574] : INFO : Epoch 1890 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1801.3 ms [2022-04-07 06:36:12 main:574] : INFO : Epoch 1891 | loss: 0.0311591 | val_loss: 0.0311726 | Time: 1794.06 ms [2022-04-07 06:36:14 main:574] : INFO : Epoch 1892 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 1784.15 ms [2022-04-07 06:36:16 main:574] : INFO : Epoch 1893 | loss: 0.0311587 | val_loss: 0.0311788 | Time: 1778.07 ms [2022-04-07 06:36:18 main:574] : INFO : Epoch 1894 | loss: 0.0311587 | val_loss: 0.0311819 | Time: 1801.57 ms [2022-04-07 06:36:19 main:574] : INFO : Epoch 1895 | loss: 0.0311585 | val_loss: 0.0311731 | Time: 1779.9 ms [2022-04-07 06:36:21 main:574] : INFO : Epoch 1896 | loss: 0.0311597 | val_loss: 0.0311872 | Time: 1806.7 ms [2022-04-07 06:36:23 main:574] : INFO : Epoch 1897 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 1784.96 ms [2022-04-07 06:36:25 main:574] : INFO : Epoch 1898 | loss: 0.0311567 | val_loss: 0.0311823 | Time: 1781.72 ms [2022-04-07 06:36:26 main:574] : INFO : Epoch 1899 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1772.46 ms [2022-04-07 06:36:28 main:574] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 1831.84 ms [2022-04-07 06:36:30 main:574] : INFO : Epoch 1901 | loss: 0.031156 | val_loss: 0.0311745 | Time: 1780.57 ms [2022-04-07 06:36:32 main:574] : INFO : Epoch 1902 | loss: 0.031158 | val_loss: 0.0311739 | Time: 1794.53 ms [2022-04-07 06:36:34 main:574] : INFO : Epoch 1903 | loss: 0.0311553 | val_loss: 0.031174 | Time: 1757.32 ms [2022-04-07 06:36:35 main:574] : INFO : Epoch 1904 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 1757.61 ms [2022-04-07 06:36:37 main:574] : INFO : Epoch 1905 | loss: 0.0311584 | val_loss: 0.0311771 | Time: 1797.55 ms [2022-04-07 06:36:39 main:574] : INFO : Epoch 1906 | loss: 0.0311571 | val_loss: 0.031176 | Time: 1815.02 ms [2022-04-07 06:36:41 main:574] : INFO : Epoch 1907 | loss: 0.0311563 | val_loss: 0.0311772 | Time: 1774.14 ms [2022-04-07 06:36:43 main:574] : INFO : Epoch 1908 | loss: 0.0311587 | val_loss: 0.0311804 | Time: 1799.1 ms [2022-04-07 06:36:44 main:574] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.0311825 | Time: 1809.27 ms [2022-04-07 06:36:46 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 1766.23 ms [2022-04-07 06:36:48 main:574] : INFO : Epoch 1911 | loss: 0.0311544 | val_loss: 0.0311743 | Time: 1773.46 ms [2022-04-07 06:36:50 main:574] : INFO : Epoch 1912 | loss: 0.0311546 | val_loss: 0.0311744 | Time: 1774.44 ms [2022-04-07 06:36:52 main:574] : INFO : Epoch 1913 | loss: 0.0311536 | val_loss: 0.0311755 | Time: 1794.53 ms [2022-04-07 06:36:53 main:574] : INFO : Epoch 1914 | loss: 0.0311542 | val_loss: 0.0311746 | Time: 1780.73 ms [2022-04-07 06:36:55 main:574] : INFO : Epoch 1915 | loss: 0.0311569 | val_loss: 0.0311741 | Time: 1808.06 ms [2022-04-07 06:36:57 main:574] : INFO : Epoch 1916 | loss: 0.0311589 | val_loss: 0.0311756 | Time: 1819.49 ms [2022-04-07 06:36:59 main:574] : INFO : Epoch 1917 | loss: 0.0311568 | val_loss: 0.0311777 | Time: 1779.88 ms [2022-04-07 06:37:01 main:574] : INFO : Epoch 1918 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 1802.11 ms [2022-04-07 06:37:02 main:574] : INFO : Epoch 1919 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 1754.81 ms [2022-04-07 06:37:04 main:574] : INFO : Epoch 1920 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1766.1 ms [2022-04-07 06:37:06 main:574] : INFO : Epoch 1921 | loss: 0.0311632 | val_loss: 0.0311743 | Time: 1819.32 ms [2022-04-07 06:37:08 main:574] : INFO : Epoch 1922 | loss: 0.0311593 | val_loss: 0.0311739 | Time: 1777.84 ms [2022-04-07 06:37:10 main:574] : INFO : Epoch 1923 | loss: 0.0311611 | val_loss: 0.0311771 | Time: 1830.88 ms [2022-04-07 06:37:11 main:574] : INFO : Epoch 1924 | loss: 0.0311602 | val_loss: 0.031175 | Time: 1799.84 ms [2022-04-07 06:37:13 main:574] : INFO : Epoch 1925 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 1787.67 ms [2022-04-07 06:37:15 main:574] : INFO : Epoch 1926 | loss: 0.0311593 | val_loss: 0.0311781 | Time: 1772.1 ms [2022-04-07 06:37:17 main:574] : INFO : Epoch 1927 | loss: 0.031163 | val_loss: 0.0311753 | Time: 1789.37 ms [2022-04-07 06:37:19 main:574] : INFO : Epoch 1928 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 1785.28 ms [2022-04-07 06:37:20 main:574] : INFO : Epoch 1929 | loss: 0.0311594 | val_loss: 0.0311749 | Time: 1786.17 ms [2022-04-07 06:37:22 main:574] : INFO : Epoch 1930 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 1736.49 ms [2022-04-07 06:37:24 main:574] : INFO : Epoch 1931 | loss: 0.031159 | val_loss: 0.0311763 | Time: 1885.91 ms [2022-04-07 06:37:26 main:574] : INFO : Epoch 1932 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 1814.99 ms [2022-04-07 06:37:28 main:574] : INFO : Epoch 1933 | loss: 0.0311576 | val_loss: 0.0311781 | Time: 1785.24 ms [2022-04-07 06:37:29 main:574] : INFO : Epoch 1934 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 1792.86 ms [2022-04-07 06:37:31 main:574] : INFO : Epoch 1935 | loss: 0.0311587 | val_loss: 0.0311789 | Time: 1787.87 ms [2022-04-07 06:37:33 main:574] : INFO : Epoch 1936 | loss: 0.0311579 | val_loss: 0.0311756 | Time: 1803.07 ms [2022-04-07 06:37:35 main:574] : INFO : Epoch 1937 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 1813.96 ms [2022-04-07 06:37:37 main:574] : INFO : Epoch 1938 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1829.69 ms [2022-04-07 06:37:39 main:574] : INFO : Epoch 1939 | loss: 0.0311632 | val_loss: 0.0311811 | Time: 1832.46 ms [2022-04-07 06:37:40 main:574] : INFO : Epoch 1940 | loss: 0.031159 | val_loss: 0.0311799 | Time: 1811.11 ms [2022-04-07 06:37:42 main:574] : INFO : Epoch 1941 | loss: 0.0311608 | val_loss: 0.031178 | Time: 1793.4 ms [2022-04-07 06:37:44 main:574] : INFO : Epoch 1942 | loss: 0.0311597 | val_loss: 0.0311799 | Time: 1797.91 ms [2022-04-07 06:37:46 main:574] : INFO : Epoch 1943 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 1811.79 ms [2022-04-07 06:37:48 main:574] : INFO : Epoch 1944 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 1773.11 ms [2022-04-07 06:37:49 main:574] : INFO : Epoch 1945 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 1778.97 ms [2022-04-07 06:37:51 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.0311756 | Time: 1798.96 ms [2022-04-07 06:37:53 main:574] : INFO : Epoch 1947 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 1757.73 ms [2022-04-07 06:37:55 main:574] : INFO : Epoch 1948 | loss: 0.031159 | val_loss: 0.0311739 | Time: 1763.76 ms [2022-04-07 06:37:57 main:574] : INFO : Epoch 1949 | loss: 0.0311589 | val_loss: 0.0311769 | Time: 1777.31 ms [2022-04-07 06:37:58 main:574] : INFO : Epoch 1950 | loss: 0.0311602 | val_loss: 0.0311775 | Time: 1818.89 ms [2022-04-07 06:38:00 main:574] : INFO : Epoch 1951 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 1780.7 ms [2022-04-07 06:38:02 main:574] : INFO : Epoch 1952 | loss: 0.0311589 | val_loss: 0.031175 | Time: 1779.04 ms [2022-04-07 06:38:04 main:574] : INFO : Epoch 1953 | loss: 0.0311577 | val_loss: 0.0311744 | Time: 1765.03 ms [2022-04-07 06:38:05 main:574] : INFO : Epoch 1954 | loss: 0.0311571 | val_loss: 0.0311822 | Time: 1772.88 ms [2022-04-07 06:38:07 main:574] : INFO : Epoch 1955 | loss: 0.0311617 | val_loss: 0.031176 | Time: 1780.3 ms [2022-04-07 06:38:09 main:574] : INFO : Epoch 1956 | loss: 0.0311558 | val_loss: 0.03118 | Time: 1779.65 ms [2022-04-07 06:38:11 main:574] : INFO : Epoch 1957 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 1788.66 ms [2022-04-07 06:38:13 main:574] : INFO : Epoch 1958 | loss: 0.031163 | val_loss: 0.0311771 | Time: 1777.52 ms [2022-04-07 06:38:14 main:574] : INFO : Epoch 1959 | loss: 0.031161 | val_loss: 0.0311775 | Time: 1775.29 ms [2022-04-07 06:38:16 main:574] : INFO : Epoch 1960 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 1764.89 ms [2022-04-07 06:38:18 main:574] : INFO : Epoch 1961 | loss: 0.0311606 | val_loss: 0.0311859 | Time: 1794.37 ms [2022-04-07 06:38:20 main:574] : INFO : Epoch 1962 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 1782.81 ms [2022-04-07 06:38:22 main:574] : INFO : Epoch 1963 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 1789.6 ms [2022-04-07 06:38:23 main:574] : INFO : Epoch 1964 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 1769.37 ms [2022-04-07 06:38:25 main:574] : INFO : Epoch 1965 | loss: 0.0311565 | val_loss: 0.0311822 | Time: 1787.88 ms [2022-04-07 06:38:27 main:574] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311788 | Time: 1790.47 ms [2022-04-07 06:38:29 main:574] : INFO : Epoch 1967 | loss: 0.031158 | val_loss: 0.0311773 | Time: 1787.51 ms [2022-04-07 06:38:31 main:574] : INFO : Epoch 1968 | loss: 0.0311587 | val_loss: 0.031182 | Time: 1772.25 ms [2022-04-07 06:38:32 main:574] : INFO : Epoch 1969 | loss: 0.0311561 | val_loss: 0.0311769 | Time: 1780.25 ms [2022-04-07 06:38:34 main:574] : INFO : Epoch 1970 | loss: 0.0311561 | val_loss: 0.0311788 | Time: 1795.99 ms [2022-04-07 06:38:36 main:574] : INFO : Epoch 1971 | loss: 0.0311542 | val_loss: 0.0311778 | Time: 1787.11 ms [2022-04-07 06:38:38 main:574] : INFO : Epoch 1972 | loss: 0.0311589 | val_loss: 0.0311809 | Time: 1798.17 ms [2022-04-07 06:38:39 main:574] : INFO : Epoch 1973 | loss: 0.0311596 | val_loss: 0.0311784 | Time: 1752.13 ms [2022-04-07 06:38:41 main:574] : INFO : Epoch 1974 | loss: 0.0311592 | val_loss: 0.0311804 | Time: 1758.81 ms [2022-04-07 06:38:43 main:574] : INFO : Epoch 1975 | loss: 0.0311553 | val_loss: 0.0311799 | Time: 1799.02 ms [2022-04-07 06:38:45 main:574] : INFO : Epoch 1976 | loss: 0.0311675 | val_loss: 0.0311837 | Time: 1798.71 ms [2022-04-07 06:38:47 main:574] : INFO : Epoch 1977 | loss: 0.0311763 | val_loss: 0.0311863 | Time: 1765.33 ms [2022-04-07 06:38:48 main:574] : INFO : Epoch 1978 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 1807.27 ms [2022-04-07 06:38:50 main:574] : INFO : Epoch 1979 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 1814.53 ms [2022-04-07 06:38:52 main:574] : INFO : Epoch 1980 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1804.13 ms [2022-04-07 06:38:54 main:574] : INFO : Epoch 1981 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1791.83 ms [2022-04-07 06:38:56 main:574] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.0311793 | Time: 1778.49 ms [2022-04-07 06:38:57 main:574] : INFO : Epoch 1983 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 1785.68 ms [2022-04-07 06:38:59 main:574] : INFO : Epoch 1984 | loss: 0.0311676 | val_loss: 0.03118 | Time: 1785.5 ms [2022-04-07 06:39:01 main:574] : INFO : Epoch 1985 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 1813.75 ms [2022-04-07 06:39:03 main:574] : INFO : Epoch 1986 | loss: 0.0311681 | val_loss: 0.03118 | Time: 1788.19 ms [2022-04-07 06:39:05 main:574] : INFO : Epoch 1987 | loss: 0.0311655 | val_loss: 0.0311825 | Time: 1756.46 ms [2022-04-07 06:39:06 main:574] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 1804.59 ms [2022-04-07 06:39:08 main:574] : INFO : Epoch 1989 | loss: 0.0311691 | val_loss: 0.0311941 | Time: 1785.32 ms [2022-04-07 06:39:10 main:574] : INFO : Epoch 1990 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 1804.18 ms [2022-04-07 06:39:12 main:574] : INFO : Epoch 1991 | loss: 0.031165 | val_loss: 0.0311781 | Time: 1756.5 ms [2022-04-07 06:39:14 main:574] : INFO : Epoch 1992 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1787.18 ms [2022-04-07 06:39:15 main:574] : INFO : Epoch 1993 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 1778.96 ms [2022-04-07 06:39:17 main:574] : INFO : Epoch 1994 | loss: 0.0311642 | val_loss: 0.0311819 | Time: 1778.14 ms [2022-04-07 06:39:19 main:574] : INFO : Epoch 1995 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 1767.85 ms [2022-04-07 06:39:21 main:574] : INFO : Epoch 1996 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 1804.73 ms [2022-04-07 06:39:23 main:574] : INFO : Epoch 1997 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1793.1 ms [2022-04-07 06:39:24 main:574] : INFO : Epoch 1998 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 1806.8 ms [2022-04-07 06:39:26 main:574] : INFO : Epoch 1999 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 1803.02 ms [2022-04-07 06:39:28 main:574] : INFO : Epoch 2000 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1801.65 ms [2022-04-07 06:39:30 main:574] : INFO : Epoch 2001 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 1795.99 ms [2022-04-07 06:39:32 main:574] : INFO : Epoch 2002 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 1778.5 ms [2022-04-07 06:39:33 main:574] : INFO : Epoch 2003 | loss: 0.0311697 | val_loss: 0.03118 | Time: 1846.71 ms [2022-04-07 06:39:35 main:574] : INFO : Epoch 2004 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1793.02 ms [2022-04-07 06:39:37 main:574] : INFO : Epoch 2005 | loss: 0.0311767 | val_loss: 0.031177 | Time: 1767.3 ms [2022-04-07 06:39:39 main:574] : INFO : Epoch 2006 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 1799.91 ms [2022-04-07 06:39:41 main:574] : INFO : Epoch 2007 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1785.04 ms [2022-04-07 06:39:42 main:574] : INFO : Epoch 2008 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1771.18 ms [2022-04-07 06:39:44 main:574] : INFO : Epoch 2009 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 1765.96 ms [2022-04-07 06:39:46 main:574] : INFO : Epoch 2010 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 1801.22 ms [2022-04-07 06:39:48 main:574] : INFO : Epoch 2011 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1772.25 ms [2022-04-07 06:39:50 main:574] : INFO : Epoch 2012 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1812.74 ms [2022-04-07 06:39:51 main:574] : INFO : Epoch 2013 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1777.41 ms [2022-04-07 06:39:53 main:574] : INFO : Epoch 2014 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 1783.4 ms [2022-04-07 06:39:55 main:574] : INFO : Epoch 2015 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1772.94 ms [2022-04-07 06:39:57 main:574] : INFO : Epoch 2016 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 1784.13 ms [2022-04-07 06:39:59 main:574] : INFO : Epoch 2017 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 1790.71 ms [2022-04-07 06:40:00 main:574] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 1880.59 ms [2022-04-07 06:40:02 main:574] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 1794.02 ms [2022-04-07 06:40:04 main:574] : INFO : Epoch 2020 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1777.62 ms [2022-04-07 06:40:06 main:574] : INFO : Epoch 2021 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 1750.02 ms [2022-04-07 06:40:08 main:574] : INFO : Epoch 2022 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1783.99 ms [2022-04-07 06:40:09 main:574] : INFO : Epoch 2023 | loss: 0.031164 | val_loss: 0.0311741 | Time: 1793.2 ms [2022-04-07 06:40:11 main:574] : INFO : Epoch 2024 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 1779.65 ms [2022-04-07 06:40:13 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.031173 | Time: 1780.74 ms [2022-04-07 06:40:15 main:574] : INFO : Epoch 2026 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 1773.67 ms [2022-04-07 06:40:17 main:574] : INFO : Epoch 2027 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1745.57 ms [2022-04-07 06:40:18 main:574] : INFO : Epoch 2028 | loss: 0.0311626 | val_loss: 0.031172 | Time: 1750.19 ms [2022-04-07 06:40:20 main:574] : INFO : Epoch 2029 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 1730.35 ms [2022-04-07 06:40:22 main:574] : INFO : Epoch 2030 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 1800.86 ms [2022-04-07 06:40:24 main:574] : INFO : Epoch 2031 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 1806.53 ms [2022-04-07 06:40:25 main:574] : INFO : Epoch 2032 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 1820.57 ms [2022-04-07 06:40:27 main:574] : INFO : Epoch 2033 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1791.54 ms [2022-04-07 06:40:29 main:574] : INFO : Epoch 2034 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1796.21 ms [2022-04-07 06:40:31 main:574] : INFO : Epoch 2035 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 1788.65 ms [2022-04-07 06:40:33 main:574] : INFO : Epoch 2036 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1770.03 ms [2022-04-07 06:40:34 main:574] : INFO : Epoch 2037 | loss: 0.0311667 | val_loss: 0.0311846 | Time: 1795.02 ms [2022-04-07 06:40:36 main:574] : INFO : Epoch 2038 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1747.53 ms [2022-04-07 06:40:38 main:574] : INFO : Epoch 2039 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 1782.52 ms [2022-04-07 06:40:40 main:574] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311787 | Time: 1823.88 ms [2022-04-07 06:40:42 main:574] : INFO : Epoch 2041 | loss: 0.031164 | val_loss: 0.0311735 | Time: 1801.47 ms [2022-04-07 06:40:43 main:574] : INFO : Epoch 2042 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 1799.75 ms [2022-04-07 06:40:45 main:574] : INFO : Epoch 2043 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1766.72 ms [2022-04-07 06:40:47 main:574] : INFO : Epoch 2044 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1786.45 ms [2022-04-07 06:40:49 main:574] : INFO : Epoch 2045 | loss: 0.0311661 | val_loss: 0.031183 | Time: 1771.51 ms [2022-04-07 06:40:51 main:574] : INFO : Epoch 2046 | loss: 0.0311832 | val_loss: 0.031189 | Time: 1790.39 ms [2022-04-07 06:40:52 main:574] : INFO : Epoch 2047 | loss: 0.0311854 | val_loss: 0.0311829 | Time: 1788.86 ms [2022-04-07 06:40:54 main:574] : INFO : Epoch 2048 | loss: 0.0311831 | val_loss: 0.0311877 | Time: 1746.03 ms [2022-04-07 06:40:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311877 [2022-04-07 06:40:54 main:603] : INFO : Saving end state to config to file [2022-04-07 06:40:54 main:608] : INFO : Success, exiting.. 06:40:54 (5772): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)