Task 14495224
| Name | ParityModified-1647048372-8340-3-0_1 |
| Workunit | 11210121 |
| Created | 6 Apr 2022, 21:02:36 UTC |
| Sent | 6 Apr 2022, 22:21:46 UTC |
| Report deadline | 14 Apr 2022, 22:21:46 UTC |
| Received | 7 Apr 2022, 18:56:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 57 sec |
| CPU time | 1 hours 0 min 11 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> 46 main:574] : INFO : Epoch 1542 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1803.35 ms [2022-04-07 13:40:48 main:574] : INFO : Epoch 1543 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1752.76 ms [2022-04-07 13:40:50 main:574] : INFO : Epoch 1544 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 1802.91 ms [2022-04-07 13:40:52 main:574] : INFO : Epoch 1545 | loss: 0.031169 | val_loss: 0.0311732 | Time: 1804.19 ms [2022-04-07 13:40:54 main:574] : INFO : Epoch 1546 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1813.01 ms [2022-04-07 13:40:55 main:574] : INFO : Epoch 1547 | loss: 0.0311664 | val_loss: 0.0311695 | Time: 1768.38 ms [2022-04-07 13:40:57 main:574] : INFO : Epoch 1548 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 1819.41 ms [2022-04-07 13:40:59 main:574] : INFO : Epoch 1549 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1800.63 ms [2022-04-07 13:41:01 main:574] : INFO : Epoch 1550 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 1779.44 ms [2022-04-07 13:41:03 main:574] : INFO : Epoch 1551 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 1805.75 ms [2022-04-07 13:41:04 main:574] : INFO : Epoch 1552 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 1801.78 ms [2022-04-07 13:41:06 main:574] : INFO : Epoch 1553 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 1793.39 ms [2022-04-07 13:41:08 main:574] : INFO : Epoch 1554 | loss: 0.0311626 | val_loss: 0.0311687 | Time: 1850.72 ms [2022-04-07 13:41:10 main:574] : INFO : Epoch 1555 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 1807.47 ms [2022-04-07 13:41:12 main:574] : INFO : Epoch 1556 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 1827.37 ms [2022-04-07 13:41:14 main:574] : INFO : Epoch 1557 | loss: 0.0311617 | val_loss: 0.031166 | Time: 1797.59 ms [2022-04-07 13:41:15 main:574] : INFO : Epoch 1558 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 1825.96 ms [2022-04-07 13:41:17 main:574] : INFO : Epoch 1559 | loss: 0.03116 | val_loss: 0.031164 | Time: 1824.91 ms [2022-04-07 13:41:19 main:574] : INFO : Epoch 1560 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1817.14 ms [2022-04-07 13:41:21 main:574] : INFO : Epoch 1561 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1814.25 ms [2022-04-07 13:41:23 main:574] : INFO : Epoch 1562 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 1826.04 ms [2022-04-07 13:41:25 main:574] : INFO : Epoch 1563 | loss: 0.0311592 | val_loss: 0.0311621 | Time: 1815.51 ms [2022-04-07 13:41:26 main:574] : INFO : Epoch 1564 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1810.76 ms [2022-04-07 13:41:28 main:574] : INFO : Epoch 1565 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 1792.96 ms [2022-04-07 13:41:30 main:574] : INFO : Epoch 1566 | loss: 0.0311587 | val_loss: 0.0311639 | Time: 1771.8 ms [2022-04-07 13:41:32 main:574] : INFO : Epoch 1567 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1814.01 ms [2022-04-07 13:41:34 main:574] : INFO : Epoch 1568 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1805.72 ms [2022-04-07 13:41:35 main:574] : INFO : Epoch 1569 | loss: 0.031156 | val_loss: 0.031166 | Time: 1806.89 ms [2022-04-07 13:41:37 main:574] : INFO : Epoch 1570 | loss: 0.0311567 | val_loss: 0.031169 | Time: 1797.35 ms [2022-04-07 13:41:39 main:574] : INFO : Epoch 1571 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 1797.98 ms [2022-04-07 13:41:41 main:574] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311656 | Time: 1821.05 ms [2022-04-07 13:41:43 main:574] : INFO : Epoch 1573 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 1786.13 ms [2022-04-07 13:41:44 main:574] : INFO : Epoch 1574 | loss: 0.031158 | val_loss: 0.031166 | Time: 1779.34 ms [2022-04-07 13:41:46 main:574] : INFO : Epoch 1575 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 1789.38 ms [2022-04-07 13:41:48 main:574] : INFO : Epoch 1576 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 1795.67 ms [2022-04-07 13:41:50 main:574] : INFO : Epoch 1577 | loss: 0.0311558 | val_loss: 0.0311642 | Time: 1790.46 ms [2022-04-07 13:41:52 main:574] : INFO : Epoch 1578 | loss: 0.0311561 | val_loss: 0.031167 | Time: 1829.35 ms [2022-04-07 13:41:54 main:574] : INFO : Epoch 1579 | loss: 0.0311555 | val_loss: 0.0311676 | Time: 1803.76 ms [2022-04-07 13:41:55 main:574] : INFO : Epoch 1580 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 1796.02 ms [2022-04-07 13:41:57 main:574] : INFO : Epoch 1581 | loss: 0.0311549 | val_loss: 0.0311647 | Time: 1813.62 ms [2022-04-07 13:41:59 main:574] : INFO : Epoch 1582 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 1796.23 ms [2022-04-07 13:42:01 main:574] : INFO : Epoch 1583 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1812.87 ms [2022-04-07 13:42:03 main:574] : INFO : Epoch 1584 | loss: 0.0311558 | val_loss: 0.031166 | Time: 1793.26 ms [2022-04-07 13:42:04 main:574] : INFO : Epoch 1585 | loss: 0.0311565 | val_loss: 0.0311639 | Time: 1799 ms [2022-04-07 13:42:06 main:574] : INFO : Epoch 1586 | loss: 0.0311558 | val_loss: 0.0311633 | Time: 1789.79 ms [2022-04-07 13:42:08 main:574] : INFO : Epoch 1587 | loss: 0.0311543 | val_loss: 0.031168 | Time: 1831.8 ms [2022-04-07 13:42:10 main:574] : INFO : Epoch 1588 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 1786.53 ms [2022-04-07 13:42:12 main:574] : INFO : Epoch 1589 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 1797.89 ms [2022-04-07 13:42:13 main:574] : INFO : Epoch 1590 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 1784.56 ms [2022-04-07 13:42:15 main:574] : INFO : Epoch 1591 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1823.48 ms [2022-04-07 13:42:17 main:574] : INFO : Epoch 1592 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 1885.7 ms [2022-04-07 13:42:19 main:574] : INFO : Epoch 1593 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1814.62 ms [2022-04-07 13:42:21 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1797.34 ms [2022-04-07 13:42:23 main:574] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.0311692 | Time: 1783.93 ms [2022-04-07 13:42:24 main:574] : INFO : Epoch 1596 | loss: 0.031169 | val_loss: 0.0311685 | Time: 1780.46 ms [2022-04-07 13:42:26 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311666 | Time: 1774.04 ms [2022-04-07 13:42:28 main:574] : INFO : Epoch 1598 | loss: 0.0311657 | val_loss: 0.0311686 | Time: 1797.45 ms [2022-04-07 13:42:30 main:574] : INFO : Epoch 1599 | loss: 0.0311654 | val_loss: 0.0311664 | Time: 1786.75 ms [2022-04-07 13:42:32 main:574] : INFO : Epoch 1600 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 1783.92 ms [2022-04-07 13:42:33 main:574] : INFO : Epoch 1601 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 1823.11 ms [2022-04-07 13:42:35 main:574] : INFO : Epoch 1602 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 1807.66 ms [2022-04-07 13:42:37 main:574] : INFO : Epoch 1603 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 1826.87 ms [2022-04-07 13:42:39 main:574] : INFO : Epoch 1604 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 1790.62 ms [2022-04-07 13:42:41 main:574] : INFO : Epoch 1605 | loss: 0.0311623 | val_loss: 0.0311676 | Time: 1804.45 ms [2022-04-07 13:42:42 main:574] : INFO : Epoch 1606 | loss: 0.0311622 | val_loss: 0.0311648 | Time: 1749.61 ms [2022-04-07 13:42:44 main:574] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 1799.6 ms [2022-04-07 13:42:46 main:574] : INFO : Epoch 1608 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 1793.47 ms [2022-04-07 13:42:48 main:574] : INFO : Epoch 1609 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 1771.96 ms [2022-04-07 13:42:50 main:574] : INFO : Epoch 1610 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 1802.8 ms [2022-04-07 13:42:51 main:574] : INFO : Epoch 1611 | loss: 0.031161 | val_loss: 0.0311688 | Time: 1812.83 ms [2022-04-07 13:42:53 main:574] : INFO : Epoch 1612 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 1807.83 ms [2022-04-07 13:42:55 main:574] : INFO : Epoch 1613 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1816.25 ms [2022-04-07 13:42:57 main:574] : INFO : Epoch 1614 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 1798.33 ms [2022-04-07 13:42:59 main:574] : INFO : Epoch 1615 | loss: 0.0311611 | val_loss: 0.0311663 | Time: 1794.53 ms [2022-04-07 13:43:00 main:574] : INFO : Epoch 1616 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 1785.2 ms [2022-04-07 13:43:02 main:574] : INFO : Epoch 1617 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 1793.1 ms [2022-04-07 13:43:04 main:574] : INFO : Epoch 1618 | loss: 0.0311608 | val_loss: 0.0311654 | Time: 1791.2 ms [2022-04-07 13:43:06 main:574] : INFO : Epoch 1619 | loss: 0.03116 | val_loss: 0.0311639 | Time: 1797.86 ms [2022-04-07 13:43:08 main:574] : INFO : Epoch 1620 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 1811.08 ms [2022-04-07 13:43:09 main:574] : INFO : Epoch 1621 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1802.32 ms [2022-04-07 13:43:11 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311635 | Time: 1799.23 ms [2022-04-07 13:43:13 main:574] : INFO : Epoch 1623 | loss: 0.0311632 | val_loss: 0.031165 | Time: 1811.41 ms [2022-04-07 13:43:15 main:574] : INFO : Epoch 1624 | loss: 0.0311624 | val_loss: 0.0311661 | Time: 1829.03 ms [2022-04-07 13:43:17 main:574] : INFO : Epoch 1625 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 1831.33 ms [2022-04-07 13:43:19 main:574] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1825.04 ms [2022-04-07 13:43:20 main:574] : INFO : Epoch 1627 | loss: 0.0311612 | val_loss: 0.0311675 | Time: 1806.21 ms [2022-04-07 13:43:22 main:574] : INFO : Epoch 1628 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 1786.85 ms [2022-04-07 13:43:24 main:574] : INFO : Epoch 1629 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 1787.47 ms [2022-04-07 13:43:26 main:574] : INFO : Epoch 1630 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 1793.73 ms [2022-04-07 13:43:28 main:574] : INFO : Epoch 1631 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 1837.92 ms [2022-04-07 13:43:29 main:574] : INFO : Epoch 1632 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 1798.99 ms [2022-04-07 13:43:31 main:574] : INFO : Epoch 1633 | loss: 0.0311571 | val_loss: 0.0311649 | Time: 1785.2 ms [2022-04-07 13:43:33 main:574] : INFO : Epoch 1634 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 1777.1 ms [2022-04-07 13:43:35 main:574] : INFO : Epoch 1635 | loss: 0.0311596 | val_loss: 0.031175 | Time: 1791.58 ms [2022-04-07 13:43:37 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.031166 | Time: 1811.2 ms [2022-04-07 13:43:38 main:574] : INFO : Epoch 1637 | loss: 0.0311574 | val_loss: 0.0311653 | Time: 1780.99 ms [2022-04-07 13:43:40 main:574] : INFO : Epoch 1638 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 1810.26 ms [2022-04-07 13:43:42 main:574] : INFO : Epoch 1639 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 1784.45 ms [2022-04-07 13:43:44 main:574] : INFO : Epoch 1640 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 1781.45 ms [2022-04-07 13:43:46 main:574] : INFO : Epoch 1641 | loss: 0.0311563 | val_loss: 0.031167 | Time: 1797.74 ms [2022-04-07 13:43:47 main:574] : INFO : Epoch 1642 | loss: 0.0311579 | val_loss: 0.0311711 | Time: 1771.99 ms [2022-04-07 13:43:49 main:574] : INFO : Epoch 1643 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 1801.41 ms [2022-04-07 13:43:51 main:574] : INFO : Epoch 1644 | loss: 0.031158 | val_loss: 0.0311648 | Time: 1837.26 ms [2022-04-07 13:43:53 main:574] : INFO : Epoch 1645 | loss: 0.0311586 | val_loss: 0.0311645 | Time: 1801.94 ms [2022-04-07 13:43:55 main:574] : INFO : Epoch 1646 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 1777.28 ms [2022-04-07 13:43:57 main:574] : INFO : Epoch 1647 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 1816.27 ms [2022-04-07 13:43:58 main:574] : INFO : Epoch 1648 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 1822.32 ms [2022-04-07 13:44:00 main:574] : INFO : Epoch 1649 | loss: 0.0311573 | val_loss: 0.031166 | Time: 1814.12 ms [2022-04-07 13:44:02 main:574] : INFO : Epoch 1650 | loss: 0.0311585 | val_loss: 0.0311641 | Time: 1799.62 ms [2022-04-07 13:44:04 main:574] : INFO : Epoch 1651 | loss: 0.0311578 | val_loss: 0.031167 | Time: 1820.68 ms [2022-04-07 13:44:06 main:574] : INFO : Epoch 1652 | loss: 0.031158 | val_loss: 0.0311651 | Time: 1820.52 ms [2022-04-07 13:44:07 main:574] : INFO : Epoch 1653 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1825.57 ms [2022-04-07 13:44:09 main:574] : INFO : Epoch 1654 | loss: 0.0311581 | val_loss: 0.0311654 | Time: 1815.25 ms [2022-04-07 13:44:11 main:574] : INFO : Epoch 1655 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1804.02 ms [2022-04-07 13:44:13 main:574] : INFO : Epoch 1656 | loss: 0.0311958 | val_loss: 0.0312297 | Time: 1799.86 ms [2022-04-07 13:44:15 main:574] : INFO : Epoch 1657 | loss: 0.0312013 | val_loss: 0.0311954 | Time: 1773.76 ms [2022-04-07 13:44:17 main:574] : INFO : Epoch 1658 | loss: 0.0311907 | val_loss: 0.0311859 | Time: 1782.08 ms [2022-04-07 13:44:18 main:574] : INFO : Epoch 1659 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 1806.44 ms [2022-04-07 13:44:20 main:574] : INFO : Epoch 1660 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 1802.47 ms [2022-04-07 13:44:22 main:574] : INFO : Epoch 1661 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 1781.7 ms [2022-04-07 13:44:24 main:574] : INFO : Epoch 1662 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 1797.22 ms [2022-04-07 13:44:26 main:574] : INFO : Epoch 1663 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 1808.43 ms [2022-04-07 13:44:27 main:574] : INFO : Epoch 1664 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1799.72 ms [2022-04-07 13:44:29 main:574] : INFO : Epoch 1665 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1801.62 ms [2022-04-07 13:44:31 main:574] : INFO : Epoch 1666 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 1801.95 ms [2022-04-07 13:44:33 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1794.37 ms [2022-04-07 13:44:35 main:574] : INFO : Epoch 1668 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 1806.99 ms [2022-04-07 13:44:36 main:574] : INFO : Epoch 1669 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 1796.4 ms [2022-04-07 13:44:38 main:574] : INFO : Epoch 1670 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 1813.42 ms [2022-04-07 13:44:40 main:574] : INFO : Epoch 1671 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1799.94 ms [2022-04-07 13:44:42 main:574] : INFO : Epoch 1672 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 1808 ms [2022-04-07 13:44:44 main:574] : INFO : Epoch 1673 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1793.98 ms [2022-04-07 13:44:45 main:574] : INFO : Epoch 1674 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1788.66 ms [2022-04-07 13:44:47 main:574] : INFO : Epoch 1675 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 1795.98 ms [2022-04-07 13:44:49 main:574] : INFO : Epoch 1676 | loss: 0.03117 | val_loss: 0.0311775 | Time: 1833.43 ms [2022-04-07 13:44:51 main:574] : INFO : Epoch 1677 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1779.5 ms [2022-04-07 13:44:53 main:574] : INFO : Epoch 1678 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1778.63 ms [2022-04-07 13:44:54 main:574] : INFO : Epoch 1679 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 1805.32 ms [2022-04-07 13:44:56 main:574] : INFO : Epoch 1680 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 1801.78 ms [2022-04-07 13:44:58 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.031185 | Time: 1833.88 ms [2022-04-07 13:45:00 main:574] : INFO : Epoch 1682 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 1811.58 ms [2022-04-07 13:45:02 main:574] : INFO : Epoch 1683 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1824.5 ms [2022-04-07 13:45:04 main:574] : INFO : Epoch 1684 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 1823.96 ms [2022-04-07 13:45:05 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 1796.87 ms [2022-04-07 13:45:07 main:574] : INFO : Epoch 1686 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1809.07 ms [2022-04-07 13:45:09 main:574] : INFO : Epoch 1687 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 1789.12 ms [2022-04-07 13:45:11 main:574] : INFO : Epoch 1688 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 1808.43 ms [2022-04-07 13:45:13 main:574] : INFO : Epoch 1689 | loss: 0.031168 | val_loss: 0.0311776 | Time: 1785.93 ms [2022-04-07 13:45:14 main:574] : INFO : Epoch 1690 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1798.93 ms [2022-04-07 13:45:16 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 1817.41 ms [2022-04-07 13:45:18 main:574] : INFO : Epoch 1692 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 1737.91 ms [2022-04-07 13:45:20 main:574] : INFO : Epoch 1693 | loss: 0.0311679 | val_loss: 0.03118 | Time: 1804.85 ms [2022-04-07 13:45:22 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 1756.22 ms [2022-04-07 13:45:23 main:574] : INFO : Epoch 1695 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 1784.66 ms [2022-04-07 13:45:25 main:574] : INFO : Epoch 1696 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1797.44 ms [2022-04-07 13:45:27 main:574] : INFO : Epoch 1697 | loss: 0.0311657 | val_loss: 0.0311775 | Time: 1788.77 ms [2022-04-07 13:45:29 main:574] : INFO : Epoch 1698 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 1799.63 ms [2022-04-07 13:45:31 main:574] : INFO : Epoch 1699 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1781.98 ms [2022-04-07 13:45:32 main:574] : INFO : Epoch 1700 | loss: 0.0311673 | val_loss: 0.0311815 | Time: 1790.87 ms [2022-04-07 13:45:34 main:574] : INFO : Epoch 1701 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 1793.17 ms [2022-04-07 13:45:36 main:574] : INFO : Epoch 1702 | loss: 0.0311648 | val_loss: 0.0311776 | Time: 1794.61 ms [2022-04-07 13:45:38 main:574] : INFO : Epoch 1703 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1824.01 ms [2022-04-07 13:45:40 main:574] : INFO : Epoch 1704 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1814.24 ms [2022-04-07 13:45:41 main:574] : INFO : Epoch 1705 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1787.76 ms [2022-04-07 13:45:43 main:574] : INFO : Epoch 1706 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 1781.75 ms [2022-04-07 13:45:45 main:574] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1795.56 ms [2022-04-07 13:45:47 main:574] : INFO : Epoch 1708 | loss: 0.031166 | val_loss: 0.0311773 | Time: 1781.83 ms [2022-04-07 13:45:49 main:574] : INFO : Epoch 1709 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 1792.55 ms [2022-04-07 13:45:50 main:574] : INFO : Epoch 1710 | loss: 0.031165 | val_loss: 0.0311773 | Time: 1796.46 ms [2022-04-07 13:45:52 main:574] : INFO : Epoch 1711 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 1801.55 ms [2022-04-07 13:45:54 main:574] : INFO : Epoch 1712 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 1783.03 ms [2022-04-07 13:45:56 main:574] : INFO : Epoch 1713 | loss: 0.031165 | val_loss: 0.0311766 | Time: 1869.27 ms [2022-04-07 13:45:58 main:574] : INFO : Epoch 1714 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 1798.1 ms [2022-04-07 13:46:00 main:574] : INFO : Epoch 1715 | loss: 0.0311653 | val_loss: 0.0311774 | Time: 1782.45 ms [2022-04-07 13:46:01 main:574] : INFO : Epoch 1716 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 1911.18 ms [2022-04-07 13:46:03 main:574] : INFO : Epoch 1717 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 1808.51 ms [2022-04-07 13:46:05 main:574] : INFO : Epoch 1718 | loss: 0.0311654 | val_loss: 0.0311848 | Time: 1814.04 ms [2022-04-07 13:46:07 main:574] : INFO : Epoch 1719 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1770.77 ms [2022-04-07 13:46:09 main:574] : INFO : Epoch 1720 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 1801.2 ms [2022-04-07 13:46:10 main:574] : INFO : Epoch 1721 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1820.6 ms [2022-04-07 13:46:12 main:574] : INFO : Epoch 1722 | loss: 0.0311632 | val_loss: 0.031176 | Time: 1826.29 ms [2022-04-07 13:46:14 main:574] : INFO : Epoch 1723 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 1805.56 ms [2022-04-07 13:46:16 main:574] : INFO : Epoch 1724 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 1842.3 ms [2022-04-07 13:46:18 main:574] : INFO : Epoch 1725 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1752.34 ms [2022-04-07 13:46:20 main:574] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1768.34 ms [2022-04-07 13:46:21 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 1790.63 ms [2022-04-07 13:46:23 main:574] : INFO : Epoch 1728 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1816.56 ms [2022-04-07 13:46:25 main:574] : INFO : Epoch 1729 | loss: 0.031163 | val_loss: 0.0311735 | Time: 1797.14 ms [2022-04-07 13:46:27 main:574] : INFO : Epoch 1730 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1766.18 ms [2022-04-07 13:46:29 main:574] : INFO : Epoch 1731 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 1801.64 ms [2022-04-07 13:46:30 main:574] : INFO : Epoch 1732 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 1819.97 ms [2022-04-07 13:46:32 main:574] : INFO : Epoch 1733 | loss: 0.0311649 | val_loss: 0.0311753 | Time: 1815.92 ms [2022-04-07 13:46:34 main:574] : INFO : Epoch 1734 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1806.56 ms [2022-04-07 13:46:36 main:574] : INFO : Epoch 1735 | loss: 0.031162 | val_loss: 0.0311738 | Time: 1804 ms [2022-04-07 13:46:38 main:574] : INFO : Epoch 1736 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1774.19 ms [2022-04-07 13:46:39 main:574] : INFO : Epoch 1737 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 1806.77 ms [2022-04-07 13:46:41 main:574] : INFO : Epoch 1738 | loss: 0.0311626 | val_loss: 0.031174 | Time: 1809.92 ms [2022-04-07 13:46:43 main:574] : INFO : Epoch 1739 | loss: 0.0311613 | val_loss: 0.031174 | Time: 1806.87 ms [2022-04-07 13:46:45 main:574] : INFO : Epoch 1740 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 1803.69 ms [2022-04-07 13:46:47 main:574] : INFO : Epoch 1741 | loss: 0.031163 | val_loss: 0.0311739 | Time: 1776.27 ms [2022-04-07 13:46:48 main:574] : INFO : Epoch 1742 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1777.44 ms [2022-04-07 13:46:50 main:574] : INFO : Epoch 1743 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1831.94 ms [2022-04-07 13:46:52 main:574] : INFO : Epoch 1744 | loss: 0.0311674 | val_loss: 0.0311715 | Time: 1780.33 ms [2022-04-07 13:46:54 main:574] : INFO : Epoch 1745 | loss: 0.0311716 | val_loss: 0.031174 | Time: 1803.54 ms [2022-04-07 13:46:56 main:574] : INFO : Epoch 1746 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 1779.22 ms [2022-04-07 13:46:57 main:574] : INFO : Epoch 1747 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1780.94 ms [2022-04-07 13:46:59 main:574] : INFO : Epoch 1748 | loss: 0.0311718 | val_loss: 0.0311722 | Time: 1794.61 ms [2022-04-07 13:47:01 main:574] : INFO : Epoch 1749 | loss: 0.0311707 | val_loss: 0.0311729 | Time: 1798.08 ms [2022-04-07 13:47:03 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 1825.19 ms [2022-04-07 13:47:05 main:574] : INFO : Epoch 1751 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 1818.03 ms [2022-04-07 13:47:07 main:574] : INFO : Epoch 1752 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1798.5 ms [2022-04-07 13:47:08 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311719 | Time: 1795 ms [2022-04-07 13:47:10 main:574] : INFO : Epoch 1754 | loss: 0.0311652 | val_loss: 0.031174 | Time: 1771.9 ms [2022-04-07 13:47:12 main:574] : INFO : Epoch 1755 | loss: 0.0311656 | val_loss: 0.0311754 | Time: 1789.68 ms [2022-04-07 13:47:14 main:574] : INFO : Epoch 1756 | loss: 0.0311672 | val_loss: 0.0311818 | Time: 1823.23 ms [2022-04-07 13:47:16 main:574] : INFO : Epoch 1757 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 1825.9 ms [2022-04-07 13:47:17 main:574] : INFO : Epoch 1758 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1782.01 ms [2022-04-07 13:47:19 main:574] : INFO : Epoch 1759 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 1813.81 ms [2022-04-07 13:47:21 main:574] : INFO : Epoch 1760 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 1787.82 ms [2022-04-07 13:47:23 main:574] : INFO : Epoch 1761 | loss: 0.031163 | val_loss: 0.0311744 | Time: 1839.65 ms [2022-04-07 13:47:25 main:574] : INFO : Epoch 1762 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 1782.84 ms [2022-04-07 13:47:26 main:574] : INFO : Epoch 1763 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 1793.7 ms [2022-04-07 13:47:28 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1844.57 ms [2022-04-07 13:47:30 main:574] : INFO : Epoch 1765 | loss: 0.031165 | val_loss: 0.0311702 | Time: 1758.51 ms [2022-04-07 13:47:32 main:574] : INFO : Epoch 1766 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 1785.59 ms [2022-04-07 13:47:34 main:574] : INFO : Epoch 1767 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 1781.08 ms [2022-04-07 13:47:35 main:574] : INFO : Epoch 1768 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 1813.23 ms [2022-04-07 13:47:37 main:574] : INFO : Epoch 1769 | loss: 0.0311663 | val_loss: 0.0311698 | Time: 1788.86 ms [2022-04-07 13:47:39 main:574] : INFO : Epoch 1770 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 1784.95 ms [2022-04-07 13:47:41 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 1779.3 ms [2022-04-07 13:47:43 main:574] : INFO : Epoch 1772 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 1810.12 ms [2022-04-07 13:47:44 main:574] : INFO : Epoch 1773 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 1766.06 ms [2022-04-07 13:47:46 main:574] : INFO : Epoch 1774 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1768.99 ms [2022-04-07 13:47:48 main:574] : INFO : Epoch 1775 | loss: 0.0311669 | val_loss: 0.03117 | Time: 1804.62 ms [2022-04-07 13:47:50 main:574] : INFO : Epoch 1776 | loss: 0.0311634 | val_loss: 0.0311706 | Time: 1789.62 ms [2022-04-07 13:47:52 main:574] : INFO : Epoch 1777 | loss: 0.0311672 | val_loss: 0.031171 | Time: 1793.11 ms [2022-04-07 13:47:53 main:574] : INFO : Epoch 1778 | loss: 0.031165 | val_loss: 0.0311714 | Time: 1795.19 ms [2022-04-07 13:47:55 main:574] : INFO : Epoch 1779 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 1812.67 ms [2022-04-07 13:47:57 main:574] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1813.4 ms [2022-04-07 13:47:59 main:574] : INFO : Epoch 1781 | loss: 0.031166 | val_loss: 0.0311718 | Time: 1757.25 ms [2022-04-07 13:48:01 main:574] : INFO : Epoch 1782 | loss: 0.0311645 | val_loss: 0.0311688 | Time: 1801.37 ms [2022-04-07 13:48:02 main:574] : INFO : Epoch 1783 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 1807.31 ms [2022-04-07 13:48:04 main:574] : INFO : Epoch 1784 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 1790.48 ms [2022-04-07 13:48:06 main:574] : INFO : Epoch 1785 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 1861.52 ms [2022-04-07 13:48:08 main:574] : INFO : Epoch 1786 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1790.81 ms [2022-04-07 13:48:10 main:574] : INFO : Epoch 1787 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1815.74 ms [2022-04-07 13:48:12 main:574] : INFO : Epoch 1788 | loss: 0.0311628 | val_loss: 0.031173 | Time: 1799.3 ms [2022-04-07 13:48:13 main:574] : INFO : Epoch 1789 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1782.95 ms [2022-04-07 13:48:15 main:574] : INFO : Epoch 1790 | loss: 0.031163 | val_loss: 0.0311701 | Time: 1776.53 ms [2022-04-07 13:48:17 main:574] : INFO : Epoch 1791 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 1802.57 ms [2022-04-07 13:48:19 main:574] : INFO : Epoch 1792 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 1794.8 ms [2022-04-07 13:48:21 main:574] : INFO : Epoch 1793 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 1797.88 ms [2022-04-07 13:48:22 main:574] : INFO : Epoch 1794 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 1807.67 ms [2022-04-07 13:48:24 main:574] : INFO : Epoch 1795 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1785.92 ms [2022-04-07 13:48:26 main:574] : INFO : Epoch 1796 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 1814.58 ms [2022-04-07 13:48:28 main:574] : INFO : Epoch 1797 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 1816.23 ms [2022-04-07 13:48:30 main:574] : INFO : Epoch 1798 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1796.4 ms [2022-04-07 13:48:31 main:574] : INFO : Epoch 1799 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 1796.24 ms [2022-04-07 13:48:33 main:574] : INFO : Epoch 1800 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1830.41 ms [2022-04-07 13:48:35 main:574] : INFO : Epoch 1801 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 1780.73 ms [2022-04-07 13:48:37 main:574] : INFO : Epoch 1802 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 1818.46 ms [2022-04-07 13:48:39 main:574] : INFO : Epoch 1803 | loss: 0.0311603 | val_loss: 0.0311711 | Time: 1775.07 ms [2022-04-07 13:48:40 main:574] : INFO : Epoch 1804 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 1792.57 ms [2022-04-07 13:48:42 main:574] : INFO : Epoch 1805 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 1793.62 ms [2022-04-07 13:48:44 main:574] : INFO : Epoch 1806 | loss: 0.0311593 | val_loss: 0.0311725 | Time: 1785.6 ms [2022-04-07 13:48:46 main:574] : INFO : Epoch 1807 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 1774.18 ms [2022-04-07 13:48:48 main:574] : INFO : Epoch 1808 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 1821.02 ms [2022-04-07 13:48:49 main:574] : INFO : Epoch 1809 | loss: 0.031159 | val_loss: 0.0311743 | Time: 1821.16 ms [2022-04-07 13:48:51 main:574] : INFO : Epoch 1810 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 1783.69 ms [2022-04-07 13:48:53 main:574] : INFO : Epoch 1811 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1743.71 ms [2022-04-07 13:48:55 main:574] : INFO : Epoch 1812 | loss: 0.0311576 | val_loss: 0.031171 | Time: 1773.29 ms [2022-04-07 13:48:57 main:574] : INFO : Epoch 1813 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 1884.27 ms [2022-04-07 13:48:59 main:574] : INFO : Epoch 1814 | loss: 0.0311574 | val_loss: 0.031172 | Time: 1831.31 ms [2022-04-07 13:49:00 main:574] : INFO : Epoch 1815 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 1815.59 ms [2022-04-07 13:49:02 main:574] : INFO : Epoch 1816 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 1825.11 ms [2022-04-07 13:49:04 main:574] : INFO : Epoch 1817 | loss: 0.0311592 | val_loss: 0.031171 | Time: 1812.47 ms [2022-04-07 13:49:06 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 1838.96 ms [2022-04-07 13:49:08 main:574] : INFO : Epoch 1819 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 1782.15 ms [2022-04-07 13:49:09 main:574] : INFO : Epoch 1820 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1780.76 ms [2022-04-07 13:49:11 main:574] : INFO : Epoch 1821 | loss: 0.0311583 | val_loss: 0.0311725 | Time: 1807.45 ms [2022-04-07 13:49:13 main:574] : INFO : Epoch 1822 | loss: 0.0311605 | val_loss: 0.0311844 | Time: 1792.49 ms [2022-04-07 13:49:15 main:574] : INFO : Epoch 1823 | loss: 0.0311619 | val_loss: 0.0311757 | Time: 1773.45 ms [2022-04-07 13:49:17 main:574] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 1794.47 ms [2022-04-07 13:49:18 main:574] : INFO : Epoch 1825 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 1798.48 ms [2022-04-07 13:49:20 main:574] : INFO : Epoch 1826 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 1785.14 ms [2022-04-07 13:49:22 main:574] : INFO : Epoch 1827 | loss: 0.0311571 | val_loss: 0.0311723 | Time: 1806.11 ms [2022-04-07 13:49:24 main:574] : INFO : Epoch 1828 | loss: 0.0311568 | val_loss: 0.0311706 | Time: 1830.68 ms [2022-04-07 13:49:26 main:574] : INFO : Epoch 1829 | loss: 0.0311553 | val_loss: 0.0311716 | Time: 1779.04 ms [2022-04-07 13:49:27 main:574] : INFO : Epoch 1830 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 1781.49 ms [2022-04-07 13:49:29 main:574] : INFO : Epoch 1831 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1827.02 ms [2022-04-07 13:49:31 main:574] : INFO : Epoch 1832 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 1794.9 ms [2022-04-07 13:49:33 main:574] : INFO : Epoch 1833 | loss: 0.0311575 | val_loss: 0.0311762 | Time: 1809.98 ms [2022-04-07 13:49:35 main:574] : INFO : Epoch 1834 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 1776.91 ms [2022-04-07 13:49:37 main:574] : INFO : Epoch 1835 | loss: 0.0311614 | val_loss: 0.0311755 | Time: 1785.11 ms [2022-04-07 13:49:38 main:574] : INFO : Epoch 1836 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1819.42 ms [2022-04-07 13:49:40 main:574] : INFO : Epoch 1837 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 1793.87 ms [2022-04-07 13:49:42 main:574] : INFO : Epoch 1838 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 1826.21 ms [2022-04-07 13:49:44 main:574] : INFO : Epoch 1839 | loss: 0.031157 | val_loss: 0.0311735 | Time: 1792.11 ms [2022-04-07 13:49:46 main:574] : INFO : Epoch 1840 | loss: 0.0311571 | val_loss: 0.0311741 | Time: 1824.59 ms [2022-04-07 13:49:47 main:574] : INFO : Epoch 1841 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 1779.55 ms [2022-04-07 13:49:49 main:574] : INFO : Epoch 1842 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 1805.07 ms [2022-04-07 13:49:51 main:574] : INFO : Epoch 1843 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1814.16 ms [2022-04-07 13:49:53 main:574] : INFO : Epoch 1844 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 1809.36 ms [2022-04-07 13:49:55 main:574] : INFO : Epoch 1845 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 1804.88 ms [2022-04-07 13:49:56 main:574] : INFO : Epoch 1846 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 1783.2 ms [2022-04-07 13:49:58 main:574] : INFO : Epoch 1847 | loss: 0.0311577 | val_loss: 0.0311706 | Time: 1792.91 ms [2022-04-07 13:50:00 main:574] : INFO : Epoch 1848 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 1767.26 ms [2022-04-07 13:50:02 main:574] : INFO : Epoch 1849 | loss: 0.0311588 | val_loss: 0.0311743 | Time: 1801.54 ms [2022-04-07 13:50:04 main:574] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.03118 | Time: 1823.88 ms [2022-04-07 13:50:06 main:574] : INFO : Epoch 1851 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 1810.77 ms [2022-04-07 13:50:07 main:574] : INFO : Epoch 1852 | loss: 0.0311569 | val_loss: 0.0311708 | Time: 1801.09 ms [2022-04-07 13:50:09 main:574] : INFO : Epoch 1853 | loss: 0.031157 | val_loss: 0.0311724 | Time: 1798.71 ms [2022-04-07 13:50:11 main:574] : INFO : Epoch 1854 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 1810.93 ms [2022-04-07 13:50:13 main:574] : INFO : Epoch 1855 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1794.92 ms [2022-04-07 13:50:15 main:574] : INFO : Epoch 1856 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 1799.52 ms [2022-04-07 13:50:16 main:574] : INFO : Epoch 1857 | loss: 0.031158 | val_loss: 0.0311725 | Time: 1780.4 ms [2022-04-07 13:50:18 main:574] : INFO : Epoch 1858 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1802.52 ms [2022-04-07 13:50:20 main:574] : INFO : Epoch 1859 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 1796.84 ms [2022-04-07 13:50:22 main:574] : INFO : Epoch 1860 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 1794.11 ms [2022-04-07 13:50:24 main:574] : INFO : Epoch 1861 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1798 ms [2022-04-07 13:50:25 main:574] : INFO : Epoch 1862 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 1809.95 ms [2022-04-07 13:50:27 main:574] : INFO : Epoch 1863 | loss: 0.0311585 | val_loss: 0.031177 | Time: 1779.52 ms [2022-04-07 13:50:29 main:574] : INFO : Epoch 1864 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 1846.24 ms [2022-04-07 13:50:31 main:574] : INFO : Epoch 1865 | loss: 0.0311574 | val_loss: 0.0311719 | Time: 1817.9 ms [2022-04-07 13:50:33 main:574] : INFO : Epoch 1866 | loss: 0.0311589 | val_loss: 0.03117 | Time: 1793.73 ms [2022-04-07 13:50:34 main:574] : INFO : Epoch 1867 | loss: 0.0311585 | val_loss: 0.031176 | Time: 1773.27 ms [2022-04-07 13:50:36 main:574] : INFO : Epoch 1868 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 1804.88 ms [2022-04-07 13:50:38 main:574] : INFO : Epoch 1869 | loss: 0.0311557 | val_loss: 0.0311743 | Time: 1798.5 ms [2022-04-07 13:50:40 main:574] : INFO : Epoch 1870 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 1790.03 ms [2022-04-07 13:50:42 main:574] : INFO : Epoch 1871 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 1747.72 ms [2022-04-07 13:50:43 main:574] : INFO : Epoch 1872 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 1818.31 ms [2022-04-07 13:50:45 main:574] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 1782.86 ms [2022-04-07 13:50:47 main:574] : INFO : Epoch 1874 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1780.76 ms [2022-04-07 13:50:49 main:574] : INFO : Epoch 1875 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1787.99 ms [2022-04-07 13:50:51 main:574] : INFO : Epoch 1876 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 1826.01 ms [2022-04-07 13:50:52 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 1824.85 ms [2022-04-07 13:50:54 main:574] : INFO : Epoch 1878 | loss: 0.031157 | val_loss: 0.0311708 | Time: 1785.88 ms [2022-04-07 13:50:56 main:574] : INFO : Epoch 1879 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 1826.72 ms [2022-04-07 13:50:58 main:574] : INFO : Epoch 1880 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 1787.69 ms [2022-04-07 13:51:00 main:574] : INFO : Epoch 1881 | loss: 0.0311555 | val_loss: 0.0311719 | Time: 1771.71 ms [2022-04-07 13:51:01 main:574] : INFO : Epoch 1882 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 1785.01 ms [2022-04-07 13:51:03 main:574] : INFO : Epoch 1883 | loss: 0.031155 | val_loss: 0.0311702 | Time: 1770.49 ms [2022-04-07 13:51:05 main:574] : INFO : Epoch 1884 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1803.05 ms [2022-04-07 13:51:07 main:574] : INFO : Epoch 1885 | loss: 0.0311537 | val_loss: 0.0311708 | Time: 1786.3 ms [2022-04-07 13:51:09 main:574] : INFO : Epoch 1886 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 1778.95 ms [2022-04-07 13:51:10 main:574] : INFO : Epoch 1887 | loss: 0.0311582 | val_loss: 0.031171 | Time: 1814.31 ms [2022-04-07 13:51:12 main:574] : INFO : Epoch 1888 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1802.66 ms [2022-04-07 13:51:14 main:574] : INFO : Epoch 1889 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1773.11 ms [2022-04-07 13:51:16 main:574] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1770.2 ms [2022-04-07 13:51:18 main:574] : INFO : Epoch 1891 | loss: 0.0311614 | val_loss: 0.0311732 | Time: 1790.51 ms [2022-04-07 13:51:19 main:574] : INFO : Epoch 1892 | loss: 0.031165 | val_loss: 0.0311702 | Time: 1790.81 ms [2022-04-07 13:51:21 main:574] : INFO : Epoch 1893 | loss: 0.0311611 | val_loss: 0.031168 | Time: 1800.83 ms [2022-04-07 13:51:23 main:574] : INFO : Epoch 1894 | loss: 0.0311592 | val_loss: 0.0311654 | Time: 1768.68 ms [2022-04-07 13:51:25 main:574] : INFO : Epoch 1895 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 1822.94 ms [2022-04-07 13:51:27 main:574] : INFO : Epoch 1896 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 1800.93 ms [2022-04-07 13:51:28 main:574] : INFO : Epoch 1897 | loss: 0.0311551 | val_loss: 0.0311737 | Time: 1792.52 ms [2022-04-07 13:51:30 main:574] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.0311748 | Time: 1794.53 ms [2022-04-07 13:51:32 main:574] : INFO : Epoch 1899 | loss: 0.0311548 | val_loss: 0.0311697 | Time: 1787.4 ms [2022-04-07 13:51:34 main:574] : INFO : Epoch 1900 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 1774.28 ms [2022-04-07 13:51:36 main:574] : INFO : Epoch 1901 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 1796.72 ms [2022-04-07 13:51:37 main:574] : INFO : Epoch 1902 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 1795.18 ms [2022-04-07 13:51:39 main:574] : INFO : Epoch 1903 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 1789.87 ms [2022-04-07 13:51:41 main:574] : INFO : Epoch 1904 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 1787.62 ms [2022-04-07 13:51:43 main:574] : INFO : Epoch 1905 | loss: 0.031154 | val_loss: 0.0311669 | Time: 1803.92 ms [2022-04-07 13:51:45 main:574] : INFO : Epoch 1906 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 1787.76 ms [2022-04-07 13:51:46 main:574] : INFO : Epoch 1907 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 1764.06 ms [2022-04-07 13:51:48 main:574] : INFO : Epoch 1908 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 1788.05 ms [2022-04-07 13:51:50 main:574] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 1787.93 ms [2022-04-07 13:51:52 main:574] : INFO : Epoch 1910 | loss: 0.031154 | val_loss: 0.0311699 | Time: 1809.32 ms [2022-04-07 13:51:54 main:574] : INFO : Epoch 1911 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 1784.35 ms [2022-04-07 13:51:55 main:574] : INFO : Epoch 1912 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 1754.86 ms [2022-04-07 13:51:57 main:574] : INFO : Epoch 1913 | loss: 0.0311546 | val_loss: 0.0311717 | Time: 1817.54 ms [2022-04-07 13:51:59 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 1796.8 ms [2022-04-07 13:52:01 main:574] : INFO : Epoch 1915 | loss: 0.0311549 | val_loss: 0.0311689 | Time: 1770.98 ms [2022-04-07 13:52:03 main:574] : INFO : Epoch 1916 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 1787.24 ms [2022-04-07 13:52:05 main:574] : INFO : Epoch 1917 | loss: 0.031154 | val_loss: 0.0311715 | Time: 1796.48 ms [2022-04-07 13:52:06 main:574] : INFO : Epoch 1918 | loss: 0.0311606 | val_loss: 0.0311714 | Time: 1823.25 ms [2022-04-07 13:52:08 main:574] : INFO : Epoch 1919 | loss: 0.0311589 | val_loss: 0.0311728 | Time: 1804.03 ms [2022-04-07 13:52:10 main:574] : INFO : Epoch 1920 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1779.67 ms [2022-04-07 13:52:12 main:574] : INFO : Epoch 1921 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1769.91 ms [2022-04-07 13:52:14 main:574] : INFO : Epoch 1922 | loss: 0.0311593 | val_loss: 0.031169 | Time: 1891.16 ms [2022-04-07 13:52:15 main:574] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 1777.6 ms [2022-04-07 13:52:17 main:574] : INFO : Epoch 1924 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1787.85 ms [2022-04-07 13:52:19 main:574] : INFO : Epoch 1925 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 1814.25 ms [2022-04-07 13:52:21 main:574] : INFO : Epoch 1926 | loss: 0.0311548 | val_loss: 0.0311656 | Time: 1819.53 ms [2022-04-07 13:52:23 main:574] : INFO : Epoch 1927 | loss: 0.0311535 | val_loss: 0.031163 | Time: 1797.9 ms [2022-04-07 13:52:24 main:574] : INFO : Epoch 1928 | loss: 0.0311531 | val_loss: 0.0311648 | Time: 1806.4 ms [2022-04-07 13:52:26 main:574] : INFO : Epoch 1929 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 1792.38 ms [2022-04-07 13:52:28 main:574] : INFO : Epoch 1930 | loss: 0.0311532 | val_loss: 0.031166 | Time: 1806.59 ms [2022-04-07 13:52:30 main:574] : INFO : Epoch 1931 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1816.38 ms [2022-04-07 13:52:32 main:574] : INFO : Epoch 1932 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 1786.59 ms [2022-04-07 13:52:34 main:574] : INFO : Epoch 1933 | loss: 0.0311545 | val_loss: 0.0311691 | Time: 1818.74 ms [2022-04-07 13:52:35 main:574] : INFO : Epoch 1934 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 1762.51 ms [2022-04-07 13:52:37 main:574] : INFO : Epoch 1935 | loss: 0.0311526 | val_loss: 0.031164 | Time: 1795.36 ms [2022-04-07 13:52:39 main:574] : INFO : Epoch 1936 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 1789.34 ms [2022-04-07 13:52:41 main:574] : INFO : Epoch 1937 | loss: 0.031152 | val_loss: 0.0311662 | Time: 1810.37 ms [2022-04-07 13:52:43 main:574] : INFO : Epoch 1938 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 1789.13 ms [2022-04-07 13:52:44 main:574] : INFO : Epoch 1939 | loss: 0.0311519 | val_loss: 0.0311642 | Time: 1710.59 ms [2022-04-07 13:52:46 main:574] : INFO : Epoch 1940 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1889.43 ms [2022-04-07 13:52:48 main:574] : INFO : Epoch 1941 | loss: 0.0311498 | val_loss: 0.0311665 | Time: 1801.25 ms [2022-04-07 13:52:50 main:574] : INFO : Epoch 1942 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 1798.85 ms [2022-04-07 13:52:52 main:574] : INFO : Epoch 1943 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 1801.71 ms [2022-04-07 13:52:53 main:574] : INFO : Epoch 1944 | loss: 0.031151 | val_loss: 0.0311648 | Time: 1752.8 ms [2022-04-07 13:52:55 main:574] : INFO : Epoch 1945 | loss: 0.0311501 | val_loss: 0.0311634 | Time: 1804.89 ms [2022-04-07 13:52:57 main:574] : INFO : Epoch 1946 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 1809.22 ms [2022-04-07 13:52:59 main:574] : INFO : Epoch 1947 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 1779.19 ms [2022-04-07 13:53:01 main:574] : INFO : Epoch 1948 | loss: 0.0311502 | val_loss: 0.0311668 | Time: 1800.88 ms [2022-04-07 13:53:02 main:574] : INFO : Epoch 1949 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 1843.18 ms [2022-04-07 13:53:04 main:574] : INFO : Epoch 1950 | loss: 0.0311496 | val_loss: 0.031166 | Time: 1809.14 ms [2022-04-07 13:53:06 main:574] : INFO : Epoch 1951 | loss: 0.0311525 | val_loss: 0.0311683 | Time: 1800.16 ms [2022-04-07 13:53:08 main:574] : INFO : Epoch 1952 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 1807.77 ms [2022-04-07 13:53:10 main:574] : INFO : Epoch 1953 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 1791.79 ms [2022-04-07 13:53:11 main:574] : INFO : Epoch 1954 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 1811.63 ms [2022-04-07 13:53:13 main:574] : INFO : Epoch 1955 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 1816.63 ms [2022-04-07 13:53:15 main:574] : INFO : Epoch 1956 | loss: 0.0311499 | val_loss: 0.031166 | Time: 1800.95 ms [2022-04-07 13:53:17 main:574] : INFO : Epoch 1957 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 1789.38 ms [2022-04-07 13:53:19 main:574] : INFO : Epoch 1958 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 1789.94 ms [2022-04-07 13:53:21 main:574] : INFO : Epoch 1959 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1828.54 ms [2022-04-07 13:53:22 main:574] : INFO : Epoch 1960 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1788.54 ms [2022-04-07 13:53:24 main:574] : INFO : Epoch 1961 | loss: 0.0311487 | val_loss: 0.0311688 | Time: 1782.07 ms [2022-04-07 13:53:26 main:574] : INFO : Epoch 1962 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1796.44 ms [2022-04-07 13:53:28 main:574] : INFO : Epoch 1963 | loss: 0.03115 | val_loss: 0.0311667 | Time: 1781.06 ms [2022-04-07 13:53:30 main:574] : INFO : Epoch 1964 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 1843.64 ms [2022-04-07 13:53:31 main:574] : INFO : Epoch 1965 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 1786.79 ms [2022-04-07 13:53:33 main:574] : INFO : Epoch 1966 | loss: 0.0311606 | val_loss: 0.0311679 | Time: 1793.41 ms [2022-04-07 13:53:35 main:574] : INFO : Epoch 1967 | loss: 0.0311584 | val_loss: 0.0311667 | Time: 1798.39 ms [2022-04-07 13:53:37 main:574] : INFO : Epoch 1968 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 1761 ms [2022-04-07 13:53:39 main:574] : INFO : Epoch 1969 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1833.66 ms [2022-04-07 13:53:40 main:574] : INFO : Epoch 1970 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 1794.05 ms [2022-04-07 13:53:42 main:574] : INFO : Epoch 1971 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1798.93 ms [2022-04-07 13:53:44 main:574] : INFO : Epoch 1972 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 1823.17 ms [2022-04-07 13:53:46 main:574] : INFO : Epoch 1973 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 1823.03 ms [2022-04-07 13:53:48 main:574] : INFO : Epoch 1974 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 1776.26 ms [2022-04-07 13:53:49 main:574] : INFO : Epoch 1975 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 1774.41 ms [2022-04-07 13:53:51 main:574] : INFO : Epoch 1976 | loss: 0.031155 | val_loss: 0.031166 | Time: 1789.99 ms [2022-04-07 13:53:53 main:574] : INFO : Epoch 1977 | loss: 0.0311541 | val_loss: 0.0311683 | Time: 1834.81 ms [2022-04-07 13:53:55 main:574] : INFO : Epoch 1978 | loss: 0.0311529 | val_loss: 0.0311692 | Time: 1821.45 ms [2022-04-07 13:53:57 main:574] : INFO : Epoch 1979 | loss: 0.0311511 | val_loss: 0.0311633 | Time: 1815.49 ms [2022-04-07 13:53:59 main:574] : INFO : Epoch 1980 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 1790.58 ms [2022-04-07 13:54:00 main:574] : INFO : Epoch 1981 | loss: 0.031152 | val_loss: 0.0311655 | Time: 1797.51 ms [2022-04-07 13:54:02 main:574] : INFO : Epoch 1982 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1819.5 ms [2022-04-07 13:54:04 main:574] : INFO : Epoch 1983 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 1807.25 ms [2022-04-07 13:54:06 main:574] : INFO : Epoch 1984 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1820.91 ms [2022-04-07 13:54:08 main:574] : INFO : Epoch 1985 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 1804.29 ms [2022-04-07 13:54:09 main:574] : INFO : Epoch 1986 | loss: 0.031151 | val_loss: 0.0311711 | Time: 1822.97 ms [2022-04-07 13:54:11 main:574] : INFO : Epoch 1987 | loss: 0.031151 | val_loss: 0.0311676 | Time: 1814.48 ms [2022-04-07 13:54:13 main:574] : INFO : Epoch 1988 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 1796.56 ms [2022-04-07 13:54:15 main:574] : INFO : Epoch 1989 | loss: 0.0311509 | val_loss: 0.0311665 | Time: 1808.22 ms [2022-04-07 13:54:17 main:574] : INFO : Epoch 1990 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 1791.71 ms [2022-04-07 13:54:19 main:574] : INFO : Epoch 1991 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1807.88 ms [2022-04-07 13:54:20 main:574] : INFO : Epoch 1992 | loss: 0.0311506 | val_loss: 0.0311665 | Time: 1814.68 ms [2022-04-07 13:54:22 main:574] : INFO : Epoch 1993 | loss: 0.0311503 | val_loss: 0.031166 | Time: 1810.46 ms [2022-04-07 13:54:24 main:574] : INFO : Epoch 1994 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 1793.38 ms [2022-04-07 13:54:26 main:574] : INFO : Epoch 1995 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 1783.97 ms [2022-04-07 13:54:28 main:574] : INFO : Epoch 1996 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 1794.65 ms [2022-04-07 13:54:29 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.031166 | Time: 1783.55 ms [2022-04-07 13:54:31 main:574] : INFO : Epoch 1998 | loss: 0.0311504 | val_loss: 0.031165 | Time: 1835.01 ms [2022-04-07 13:54:33 main:574] : INFO : Epoch 1999 | loss: 0.03115 | val_loss: 0.0311653 | Time: 1787.52 ms [2022-04-07 13:54:35 main:574] : INFO : Epoch 2000 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1789.59 ms [2022-04-07 13:54:37 main:574] : INFO : Epoch 2001 | loss: 0.03115 | val_loss: 0.0311655 | Time: 1797.7 ms [2022-04-07 13:54:38 main:574] : INFO : Epoch 2002 | loss: 0.0311509 | val_loss: 0.0311628 | Time: 1790.8 ms [2022-04-07 13:54:40 main:574] : INFO : Epoch 2003 | loss: 0.0311504 | val_loss: 0.031166 | Time: 1776.12 ms [2022-04-07 13:54:42 main:574] : INFO : Epoch 2004 | loss: 0.0311514 | val_loss: 0.0311649 | Time: 1800.67 ms [2022-04-07 13:54:44 main:574] : INFO : Epoch 2005 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 1795.06 ms [2022-04-07 13:54:46 main:574] : INFO : Epoch 2006 | loss: 0.031152 | val_loss: 0.0311635 | Time: 1801.3 ms [2022-04-07 13:54:47 main:574] : INFO : Epoch 2007 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 1817.27 ms [2022-04-07 13:54:49 main:574] : INFO : Epoch 2008 | loss: 0.0311505 | val_loss: 0.031168 | Time: 1796.67 ms [2022-04-07 13:54:51 main:574] : INFO : Epoch 2009 | loss: 0.0311522 | val_loss: 0.0311718 | Time: 1822.86 ms [2022-04-07 13:54:53 main:574] : INFO : Epoch 2010 | loss: 0.0311513 | val_loss: 0.031165 | Time: 1807.74 ms [2022-04-07 13:54:55 main:574] : INFO : Epoch 2011 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 1803.8 ms [2022-04-07 13:54:56 main:574] : INFO : Epoch 2012 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 1813.27 ms [2022-04-07 13:54:58 main:574] : INFO : Epoch 2013 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 1810.57 ms [2022-04-07 13:55:00 main:574] : INFO : Epoch 2014 | loss: 0.0311487 | val_loss: 0.0311705 | Time: 1757.12 ms [2022-04-07 13:55:02 main:574] : INFO : Epoch 2015 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 1826.75 ms [2022-04-07 13:55:04 main:574] : INFO : Epoch 2016 | loss: 0.0311501 | val_loss: 0.0311634 | Time: 1783.93 ms [2022-04-07 13:55:06 main:574] : INFO : Epoch 2017 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 1821.29 ms [2022-04-07 13:55:07 main:574] : INFO : Epoch 2018 | loss: 0.0311525 | val_loss: 0.0311674 | Time: 1787.37 ms [2022-04-07 13:55:09 main:574] : INFO : Epoch 2019 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 1800.22 ms [2022-04-07 13:55:11 main:574] : INFO : Epoch 2020 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 1792.16 ms [2022-04-07 13:55:13 main:574] : INFO : Epoch 2021 | loss: 0.03115 | val_loss: 0.0311718 | Time: 1801.52 ms [2022-04-07 13:55:15 main:574] : INFO : Epoch 2022 | loss: 0.0311484 | val_loss: 0.0311692 | Time: 1797.26 ms [2022-04-07 13:55:16 main:574] : INFO : Epoch 2023 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 1789.16 ms [2022-04-07 13:55:18 main:574] : INFO : Epoch 2024 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1800.55 ms [2022-04-07 13:55:20 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311706 | Time: 1794.24 ms [2022-04-07 13:55:22 main:574] : INFO : Epoch 2026 | loss: 0.0311506 | val_loss: 0.0311709 | Time: 1826.39 ms [2022-04-07 13:55:24 main:574] : INFO : Epoch 2027 | loss: 0.031147 | val_loss: 0.0311732 | Time: 1803.42 ms [2022-04-07 13:55:25 main:574] : INFO : Epoch 2028 | loss: 0.0311483 | val_loss: 0.0311718 | Time: 1798.62 ms [2022-04-07 13:55:27 main:574] : INFO : Epoch 2029 | loss: 0.0311479 | val_loss: 0.0311759 | Time: 1782.67 ms [2022-04-07 13:55:29 main:574] : INFO : Epoch 2030 | loss: 0.0311516 | val_loss: 0.0311709 | Time: 1772.23 ms [2022-04-07 13:55:31 main:574] : INFO : Epoch 2031 | loss: 0.0311488 | val_loss: 0.0311715 | Time: 1828.38 ms [2022-04-07 13:55:33 main:574] : INFO : Epoch 2032 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1796.79 ms [2022-04-07 13:55:34 main:574] : INFO : Epoch 2033 | loss: 0.031147 | val_loss: 0.0311698 | Time: 1775.86 ms [2022-04-07 13:55:36 main:574] : INFO : Epoch 2034 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 1807.69 ms [2022-04-07 13:55:38 main:574] : INFO : Epoch 2035 | loss: 0.0311473 | val_loss: 0.0311715 | Time: 1771.48 ms [2022-04-07 13:55:40 main:574] : INFO : Epoch 2036 | loss: 0.0311472 | val_loss: 0.0311653 | Time: 1789.65 ms [2022-04-07 13:55:42 main:574] : INFO : Epoch 2037 | loss: 0.031151 | val_loss: 0.0311715 | Time: 1776.89 ms [2022-04-07 13:55:43 main:574] : INFO : Epoch 2038 | loss: 0.0311484 | val_loss: 0.0311692 | Time: 1794.19 ms [2022-04-07 13:55:45 main:574] : INFO : Epoch 2039 | loss: 0.0311486 | val_loss: 0.0311706 | Time: 1792.23 ms [2022-04-07 13:55:47 main:574] : INFO : Epoch 2040 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 1820.7 ms [2022-04-07 13:55:49 main:574] : INFO : Epoch 2041 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 1814.36 ms [2022-04-07 13:55:51 main:574] : INFO : Epoch 2042 | loss: 0.0311496 | val_loss: 0.031168 | Time: 1826.66 ms [2022-04-07 13:55:52 main:574] : INFO : Epoch 2043 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 1808.07 ms [2022-04-07 13:55:54 main:574] : INFO : Epoch 2044 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 1824.03 ms [2022-04-07 13:55:56 main:574] : INFO : Epoch 2045 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 1808.72 ms [2022-04-07 13:55:58 main:574] : INFO : Epoch 2046 | loss: 0.0311479 | val_loss: 0.0311689 | Time: 1753.86 ms [2022-04-07 13:56:00 main:574] : INFO : Epoch 2047 | loss: 0.0311473 | val_loss: 0.0311705 | Time: 1833.64 ms [2022-04-07 13:56:02 main:574] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311742 | Time: 1803.49 ms [2022-04-07 13:56:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2022-04-07 13:56:02 main:603] : INFO : Saving end state to config to file [2022-04-07 13:56:02 main:608] : INFO : Success, exiting.. 13:56:02 (4056): 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)