Task 14469489
| Name | ParityModified-1647045528-14391-2-0_1 |
| Workunit | 10725601 |
| Created | 6 Apr 2022, 13:14:03 UTC |
| Sent | 6 Apr 2022, 14:08:58 UTC |
| Report deadline | 14 Apr 2022, 14:08:58 UTC |
| Received | 7 Apr 2022, 10:39:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 44 sec |
| CPU time | 1 hours 0 min 27 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> 4] : INFO : Epoch 1542 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 1774.82 ms [2022-04-07 05:23:51 main:574] : INFO : Epoch 1543 | loss: 0.0311695 | val_loss: 0.031178 | Time: 1768.68 ms [2022-04-07 05:23:53 main:574] : INFO : Epoch 1544 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 1786.43 ms [2022-04-07 05:23:55 main:574] : INFO : Epoch 1545 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1766.25 ms [2022-04-07 05:23:57 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1765.78 ms [2022-04-07 05:23:58 main:574] : INFO : Epoch 1547 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1775.72 ms [2022-04-07 05:24:00 main:574] : INFO : Epoch 1548 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 1792.56 ms [2022-04-07 05:24:02 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1785.59 ms [2022-04-07 05:24:04 main:574] : INFO : Epoch 1550 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 1776.36 ms [2022-04-07 05:24:06 main:574] : INFO : Epoch 1551 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1769.23 ms [2022-04-07 05:24:07 main:574] : INFO : Epoch 1552 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1814.7 ms [2022-04-07 05:24:09 main:574] : INFO : Epoch 1553 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 1763.05 ms [2022-04-07 05:24:11 main:574] : INFO : Epoch 1554 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 1791.2 ms [2022-04-07 05:24:13 main:574] : INFO : Epoch 1555 | loss: 0.0311681 | val_loss: 0.03118 | Time: 1772.91 ms [2022-04-07 05:24:15 main:574] : INFO : Epoch 1556 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 1823.37 ms [2022-04-07 05:24:16 main:574] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 1786.15 ms [2022-04-07 05:24:18 main:574] : INFO : Epoch 1558 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 1805.21 ms [2022-04-07 05:24:20 main:574] : INFO : Epoch 1559 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1784.62 ms [2022-04-07 05:24:22 main:574] : INFO : Epoch 1560 | loss: 0.0311693 | val_loss: 0.0311746 | Time: 1780.45 ms [2022-04-07 05:24:23 main:574] : INFO : Epoch 1561 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 1738.3 ms [2022-04-07 05:24:25 main:574] : INFO : Epoch 1562 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 1771.15 ms [2022-04-07 05:24:27 main:574] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.0311872 | Time: 1785.39 ms [2022-04-07 05:24:29 main:574] : INFO : Epoch 1564 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1781.23 ms [2022-04-07 05:24:31 main:574] : INFO : Epoch 1565 | loss: 0.031167 | val_loss: 0.0311762 | Time: 1798.86 ms [2022-04-07 05:24:32 main:574] : INFO : Epoch 1566 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1812.08 ms [2022-04-07 05:24:34 main:574] : INFO : Epoch 1567 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 1829.24 ms [2022-04-07 05:24:36 main:574] : INFO : Epoch 1568 | loss: 0.0311682 | val_loss: 0.031177 | Time: 1787.83 ms [2022-04-07 05:24:38 main:574] : INFO : Epoch 1569 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1803.8 ms [2022-04-07 05:24:40 main:574] : INFO : Epoch 1570 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 1781.23 ms [2022-04-07 05:24:41 main:574] : INFO : Epoch 1571 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1789.53 ms [2022-04-07 05:24:43 main:574] : INFO : Epoch 1572 | loss: 0.031166 | val_loss: 0.0311761 | Time: 1754.87 ms [2022-04-07 05:24:45 main:574] : INFO : Epoch 1573 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1766.07 ms [2022-04-07 05:24:47 main:574] : INFO : Epoch 1574 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1816.12 ms [2022-04-07 05:24:49 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 1844.27 ms [2022-04-07 05:24:50 main:574] : INFO : Epoch 1576 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 1785.03 ms [2022-04-07 05:24:52 main:574] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 1817.26 ms [2022-04-07 05:24:54 main:574] : INFO : Epoch 1578 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 1780.39 ms [2022-04-07 05:24:56 main:574] : INFO : Epoch 1579 | loss: 0.031167 | val_loss: 0.0311787 | Time: 1809.4 ms [2022-04-07 05:24:58 main:574] : INFO : Epoch 1580 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 1820.02 ms [2022-04-07 05:25:00 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1784.56 ms [2022-04-07 05:25:01 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.0311789 | Time: 1797.39 ms [2022-04-07 05:25:03 main:574] : INFO : Epoch 1583 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1780.96 ms [2022-04-07 05:25:05 main:574] : INFO : Epoch 1584 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1826.34 ms [2022-04-07 05:25:07 main:574] : INFO : Epoch 1585 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 1872.58 ms [2022-04-07 05:25:09 main:574] : INFO : Epoch 1586 | loss: 0.0311668 | val_loss: 0.0311822 | Time: 1859.33 ms [2022-04-07 05:25:11 main:574] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1851.65 ms [2022-04-07 05:25:12 main:574] : INFO : Epoch 1588 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1898.97 ms [2022-04-07 05:25:14 main:574] : INFO : Epoch 1589 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1840.53 ms [2022-04-07 05:25:16 main:574] : INFO : Epoch 1590 | loss: 0.031164 | val_loss: 0.0311767 | Time: 1834.68 ms [2022-04-07 05:25:18 main:574] : INFO : Epoch 1591 | loss: 0.0311644 | val_loss: 0.0311754 | Time: 1853.38 ms [2022-04-07 05:25:20 main:574] : INFO : Epoch 1592 | loss: 0.0311635 | val_loss: 0.031176 | Time: 1855.35 ms [2022-04-07 05:25:22 main:574] : INFO : Epoch 1593 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1909.96 ms [2022-04-07 05:25:24 main:574] : INFO : Epoch 1594 | loss: 0.0311643 | val_loss: 0.031176 | Time: 1770.53 ms [2022-04-07 05:25:25 main:574] : INFO : Epoch 1595 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 1752.07 ms [2022-04-07 05:25:27 main:574] : INFO : Epoch 1596 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 1791.74 ms [2022-04-07 05:25:29 main:574] : INFO : Epoch 1597 | loss: 0.031165 | val_loss: 0.0311753 | Time: 1776.36 ms [2022-04-07 05:25:31 main:574] : INFO : Epoch 1598 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 1766.99 ms [2022-04-07 05:25:33 main:574] : INFO : Epoch 1599 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1789.08 ms [2022-04-07 05:25:34 main:574] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 1796.17 ms [2022-04-07 05:25:36 main:574] : INFO : Epoch 1601 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1815.38 ms [2022-04-07 05:25:38 main:574] : INFO : Epoch 1602 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1827.92 ms [2022-04-07 05:25:40 main:574] : INFO : Epoch 1603 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 1825.7 ms [2022-04-07 05:25:42 main:574] : INFO : Epoch 1604 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1835.19 ms [2022-04-07 05:25:44 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 1843.94 ms [2022-04-07 05:25:45 main:574] : INFO : Epoch 1606 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 1871.2 ms [2022-04-07 05:25:47 main:574] : INFO : Epoch 1607 | loss: 0.0311659 | val_loss: 0.0311798 | Time: 1858.13 ms [2022-04-07 05:25:49 main:574] : INFO : Epoch 1608 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1870.44 ms [2022-04-07 05:25:51 main:574] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 1851.23 ms [2022-04-07 05:25:53 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 1861.71 ms [2022-04-07 05:25:55 main:574] : INFO : Epoch 1611 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1817.87 ms [2022-04-07 05:25:57 main:574] : INFO : Epoch 1612 | loss: 0.0311636 | val_loss: 0.0311761 | Time: 1858.05 ms [2022-04-07 05:25:59 main:574] : INFO : Epoch 1613 | loss: 0.0311647 | val_loss: 0.0311773 | Time: 1852.61 ms [2022-04-07 05:26:00 main:574] : INFO : Epoch 1614 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1863.96 ms [2022-04-07 05:26:02 main:574] : INFO : Epoch 1615 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1842.29 ms [2022-04-07 05:26:04 main:574] : INFO : Epoch 1616 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 1837.68 ms [2022-04-07 05:26:06 main:574] : INFO : Epoch 1617 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 1852.07 ms [2022-04-07 05:26:08 main:574] : INFO : Epoch 1618 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1847.2 ms [2022-04-07 05:26:10 main:574] : INFO : Epoch 1619 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1923.28 ms [2022-04-07 05:26:12 main:574] : INFO : Epoch 1620 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1863.19 ms [2022-04-07 05:26:13 main:574] : INFO : Epoch 1621 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1835.62 ms [2022-04-07 05:26:15 main:574] : INFO : Epoch 1622 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 1841.1 ms [2022-04-07 05:26:17 main:574] : INFO : Epoch 1623 | loss: 0.0311668 | val_loss: 0.031176 | Time: 1903.92 ms [2022-04-07 05:26:19 main:574] : INFO : Epoch 1624 | loss: 0.0311654 | val_loss: 0.031178 | Time: 1928.02 ms [2022-04-07 05:26:21 main:574] : INFO : Epoch 1625 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 1833.43 ms [2022-04-07 05:26:23 main:574] : INFO : Epoch 1626 | loss: 0.0311679 | val_loss: 0.031178 | Time: 1807.75 ms [2022-04-07 05:26:25 main:574] : INFO : Epoch 1627 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 1801.48 ms [2022-04-07 05:26:26 main:574] : INFO : Epoch 1628 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 1777.99 ms [2022-04-07 05:26:28 main:574] : INFO : Epoch 1629 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 1798.55 ms [2022-04-07 05:26:30 main:574] : INFO : Epoch 1630 | loss: 0.0311716 | val_loss: 0.0311831 | Time: 1760.6 ms [2022-04-07 05:26:32 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 1796.22 ms [2022-04-07 05:26:34 main:574] : INFO : Epoch 1632 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 1787.15 ms [2022-04-07 05:26:35 main:574] : INFO : Epoch 1633 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 1799.96 ms [2022-04-07 05:26:37 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1817.04 ms [2022-04-07 05:26:39 main:574] : INFO : Epoch 1635 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 1794.05 ms [2022-04-07 05:26:41 main:574] : INFO : Epoch 1636 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1812.89 ms [2022-04-07 05:26:43 main:574] : INFO : Epoch 1637 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1783.61 ms [2022-04-07 05:26:44 main:574] : INFO : Epoch 1638 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1773.69 ms [2022-04-07 05:26:46 main:574] : INFO : Epoch 1639 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 1788.32 ms [2022-04-07 05:26:48 main:574] : INFO : Epoch 1640 | loss: 0.0311709 | val_loss: 0.0311805 | Time: 1782.03 ms [2022-04-07 05:26:50 main:574] : INFO : Epoch 1641 | loss: 0.0311744 | val_loss: 0.0311866 | Time: 1798.8 ms [2022-04-07 05:26:52 main:574] : INFO : Epoch 1642 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 1774.02 ms [2022-04-07 05:26:53 main:574] : INFO : Epoch 1643 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 1826.14 ms [2022-04-07 05:26:55 main:574] : INFO : Epoch 1644 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 1761.86 ms [2022-04-07 05:26:57 main:574] : INFO : Epoch 1645 | loss: 0.0311706 | val_loss: 0.0311794 | Time: 1787.76 ms [2022-04-07 05:26:59 main:574] : INFO : Epoch 1646 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1788.98 ms [2022-04-07 05:27:01 main:574] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1765.66 ms [2022-04-07 05:27:02 main:574] : INFO : Epoch 1648 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 1822.41 ms [2022-04-07 05:27:04 main:574] : INFO : Epoch 1649 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 1786.52 ms [2022-04-07 05:27:06 main:574] : INFO : Epoch 1650 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1799.96 ms [2022-04-07 05:27:08 main:574] : INFO : Epoch 1651 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 1811.7 ms [2022-04-07 05:27:10 main:574] : INFO : Epoch 1652 | loss: 0.0311689 | val_loss: 0.031179 | Time: 1801.57 ms [2022-04-07 05:27:11 main:574] : INFO : Epoch 1653 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 1815.82 ms [2022-04-07 05:27:13 main:574] : INFO : Epoch 1654 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1798.75 ms [2022-04-07 05:27:15 main:574] : INFO : Epoch 1655 | loss: 0.0311734 | val_loss: 0.0311759 | Time: 1784.46 ms [2022-04-07 05:27:17 main:574] : INFO : Epoch 1656 | loss: 0.031171 | val_loss: 0.0311746 | Time: 1780.23 ms [2022-04-07 05:27:19 main:574] : INFO : Epoch 1657 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 1801.61 ms [2022-04-07 05:27:20 main:574] : INFO : Epoch 1658 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 1768.35 ms [2022-04-07 05:27:22 main:574] : INFO : Epoch 1659 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1783.69 ms [2022-04-07 05:27:24 main:574] : INFO : Epoch 1660 | loss: 0.0311756 | val_loss: 0.03118 | Time: 1784.82 ms [2022-04-07 05:27:26 main:574] : INFO : Epoch 1661 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 1762.82 ms [2022-04-07 05:27:28 main:574] : INFO : Epoch 1662 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1785.7 ms [2022-04-07 05:27:29 main:574] : INFO : Epoch 1663 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 1804.03 ms [2022-04-07 05:27:31 main:574] : INFO : Epoch 1664 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1768.54 ms [2022-04-07 05:27:33 main:574] : INFO : Epoch 1665 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 1773.9 ms [2022-04-07 05:27:35 main:574] : INFO : Epoch 1666 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 1776.13 ms [2022-04-07 05:27:37 main:574] : INFO : Epoch 1667 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1801.58 ms [2022-04-07 05:27:38 main:574] : INFO : Epoch 1668 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 1784.33 ms [2022-04-07 05:27:40 main:574] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.031179 | Time: 1768.43 ms [2022-04-07 05:27:42 main:574] : INFO : Epoch 1670 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 1806.09 ms [2022-04-07 05:27:44 main:574] : INFO : Epoch 1671 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1760.01 ms [2022-04-07 05:27:46 main:574] : INFO : Epoch 1672 | loss: 0.0311711 | val_loss: 0.031175 | Time: 1825.83 ms [2022-04-07 05:27:47 main:574] : INFO : Epoch 1673 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1753.92 ms [2022-04-07 05:27:49 main:574] : INFO : Epoch 1674 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 1748.13 ms [2022-04-07 05:27:51 main:574] : INFO : Epoch 1675 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 1819.97 ms [2022-04-07 05:27:53 main:574] : INFO : Epoch 1676 | loss: 0.0311703 | val_loss: 0.031178 | Time: 1836.49 ms [2022-04-07 05:27:55 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 1827.39 ms [2022-04-07 05:27:56 main:574] : INFO : Epoch 1678 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 1759.78 ms [2022-04-07 05:27:58 main:574] : INFO : Epoch 1679 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1815.26 ms [2022-04-07 05:28:00 main:574] : INFO : Epoch 1680 | loss: 0.0311724 | val_loss: 0.0311826 | Time: 1807.86 ms [2022-04-07 05:28:02 main:574] : INFO : Epoch 1681 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 1818.47 ms [2022-04-07 05:28:04 main:574] : INFO : Epoch 1682 | loss: 0.0311724 | val_loss: 0.031179 | Time: 1741.45 ms [2022-04-07 05:28:05 main:574] : INFO : Epoch 1683 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 1764.99 ms [2022-04-07 05:28:07 main:574] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 1755.55 ms [2022-04-07 05:28:09 main:574] : INFO : Epoch 1685 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 1809.01 ms [2022-04-07 05:28:11 main:574] : INFO : Epoch 1686 | loss: 0.0311709 | val_loss: 0.031178 | Time: 1772.45 ms [2022-04-07 05:28:12 main:574] : INFO : Epoch 1687 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1754.34 ms [2022-04-07 05:28:14 main:574] : INFO : Epoch 1688 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1836.22 ms [2022-04-07 05:28:16 main:574] : INFO : Epoch 1689 | loss: 0.03117 | val_loss: 0.0311779 | Time: 1818.41 ms [2022-04-07 05:28:18 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 1818.94 ms [2022-04-07 05:28:20 main:574] : INFO : Epoch 1691 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 1799.82 ms [2022-04-07 05:28:22 main:574] : INFO : Epoch 1692 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1765.32 ms [2022-04-07 05:28:23 main:574] : INFO : Epoch 1693 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 1777.36 ms [2022-04-07 05:28:25 main:574] : INFO : Epoch 1694 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 1811.61 ms [2022-04-07 05:28:27 main:574] : INFO : Epoch 1695 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 1768.87 ms [2022-04-07 05:28:29 main:574] : INFO : Epoch 1696 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1810.55 ms [2022-04-07 05:28:31 main:574] : INFO : Epoch 1697 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 1770.24 ms [2022-04-07 05:28:32 main:574] : INFO : Epoch 1698 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 1789.77 ms [2022-04-07 05:28:34 main:574] : INFO : Epoch 1699 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1776.94 ms [2022-04-07 05:28:36 main:574] : INFO : Epoch 1700 | loss: 0.031173 | val_loss: 0.0311808 | Time: 1803.28 ms [2022-04-07 05:28:38 main:574] : INFO : Epoch 1701 | loss: 0.0311724 | val_loss: 0.031179 | Time: 1790.39 ms [2022-04-07 05:28:40 main:574] : INFO : Epoch 1702 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 1790.73 ms [2022-04-07 05:28:41 main:574] : INFO : Epoch 1703 | loss: 0.0311723 | val_loss: 0.031176 | Time: 1768.37 ms [2022-04-07 05:28:43 main:574] : INFO : Epoch 1704 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1776.31 ms [2022-04-07 05:28:45 main:574] : INFO : Epoch 1705 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 1788.62 ms [2022-04-07 05:28:47 main:574] : INFO : Epoch 1706 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 1745.82 ms [2022-04-07 05:28:48 main:574] : INFO : Epoch 1707 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 1796.91 ms [2022-04-07 05:28:50 main:574] : INFO : Epoch 1708 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1779.14 ms [2022-04-07 05:28:52 main:574] : INFO : Epoch 1709 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 1796.92 ms [2022-04-07 05:28:54 main:574] : INFO : Epoch 1710 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 1782.46 ms [2022-04-07 05:28:56 main:574] : INFO : Epoch 1711 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 1766.68 ms [2022-04-07 05:28:57 main:574] : INFO : Epoch 1712 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 1787.58 ms [2022-04-07 05:28:59 main:574] : INFO : Epoch 1713 | loss: 0.0311758 | val_loss: 0.0311751 | Time: 1743.91 ms [2022-04-07 05:29:01 main:574] : INFO : Epoch 1714 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 1795.99 ms [2022-04-07 05:29:03 main:574] : INFO : Epoch 1715 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 1780.49 ms [2022-04-07 05:29:05 main:574] : INFO : Epoch 1716 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1785.84 ms [2022-04-07 05:29:06 main:574] : INFO : Epoch 1717 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 1752.48 ms [2022-04-07 05:29:08 main:574] : INFO : Epoch 1718 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1789.09 ms [2022-04-07 05:29:10 main:574] : INFO : Epoch 1719 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1791.67 ms [2022-04-07 05:29:12 main:574] : INFO : Epoch 1720 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 1803.79 ms [2022-04-07 05:29:13 main:574] : INFO : Epoch 1721 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 1749.98 ms [2022-04-07 05:29:15 main:574] : INFO : Epoch 1722 | loss: 0.03117 | val_loss: 0.0311748 | Time: 1793.91 ms [2022-04-07 05:29:17 main:574] : INFO : Epoch 1723 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 1799.57 ms [2022-04-07 05:29:19 main:574] : INFO : Epoch 1724 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 1783.01 ms [2022-04-07 05:29:21 main:574] : INFO : Epoch 1725 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 1790.51 ms [2022-04-07 05:29:23 main:574] : INFO : Epoch 1726 | loss: 0.0311673 | val_loss: 0.0311811 | Time: 1824.62 ms [2022-04-07 05:29:24 main:574] : INFO : Epoch 1727 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 1759.82 ms [2022-04-07 05:29:26 main:574] : INFO : Epoch 1728 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1758.13 ms [2022-04-07 05:29:28 main:574] : INFO : Epoch 1729 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 1739.33 ms [2022-04-07 05:29:30 main:574] : INFO : Epoch 1730 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 1816.82 ms [2022-04-07 05:29:31 main:574] : INFO : Epoch 1731 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1809.82 ms [2022-04-07 05:29:33 main:574] : INFO : Epoch 1732 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 1783.99 ms [2022-04-07 05:29:35 main:574] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1772.74 ms [2022-04-07 05:29:37 main:574] : INFO : Epoch 1734 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 1759.06 ms [2022-04-07 05:29:39 main:574] : INFO : Epoch 1735 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 1792.1 ms [2022-04-07 05:29:40 main:574] : INFO : Epoch 1736 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 1755.63 ms [2022-04-07 05:29:42 main:574] : INFO : Epoch 1737 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 1770.62 ms [2022-04-07 05:29:44 main:574] : INFO : Epoch 1738 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 1768.76 ms [2022-04-07 05:29:46 main:574] : INFO : Epoch 1739 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 1797.1 ms [2022-04-07 05:29:47 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 1786.15 ms [2022-04-07 05:29:49 main:574] : INFO : Epoch 1741 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 1770.7 ms [2022-04-07 05:29:51 main:574] : INFO : Epoch 1742 | loss: 0.0311662 | val_loss: 0.0311818 | Time: 1788.25 ms [2022-04-07 05:29:53 main:574] : INFO : Epoch 1743 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 1743.45 ms [2022-04-07 05:29:55 main:574] : INFO : Epoch 1744 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1791.01 ms [2022-04-07 05:29:56 main:574] : INFO : Epoch 1745 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 1768.56 ms [2022-04-07 05:29:58 main:574] : INFO : Epoch 1746 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 1746.87 ms [2022-04-07 05:30:00 main:574] : INFO : Epoch 1747 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1774.68 ms [2022-04-07 05:30:02 main:574] : INFO : Epoch 1748 | loss: 0.031165 | val_loss: 0.0311803 | Time: 1779.69 ms [2022-04-07 05:30:03 main:574] : INFO : Epoch 1749 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 1764.42 ms [2022-04-07 05:30:05 main:574] : INFO : Epoch 1750 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 1788.97 ms [2022-04-07 05:30:07 main:574] : INFO : Epoch 1751 | loss: 0.0311654 | val_loss: 0.0311791 | Time: 1793.17 ms [2022-04-07 05:30:09 main:574] : INFO : Epoch 1752 | loss: 0.0311643 | val_loss: 0.0311804 | Time: 1773.65 ms [2022-04-07 05:30:11 main:574] : INFO : Epoch 1753 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 1805.51 ms [2022-04-07 05:30:12 main:574] : INFO : Epoch 1754 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 1796.97 ms [2022-04-07 05:30:14 main:574] : INFO : Epoch 1755 | loss: 0.0311673 | val_loss: 0.031177 | Time: 1764.81 ms [2022-04-07 05:30:16 main:574] : INFO : Epoch 1756 | loss: 0.0311659 | val_loss: 0.031175 | Time: 1779.11 ms [2022-04-07 05:30:18 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1757.77 ms [2022-04-07 05:30:20 main:574] : INFO : Epoch 1758 | loss: 0.0311664 | val_loss: 0.031177 | Time: 1806.31 ms [2022-04-07 05:30:21 main:574] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 1811.69 ms [2022-04-07 05:30:23 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1785.97 ms [2022-04-07 05:30:25 main:574] : INFO : Epoch 1761 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1804.11 ms [2022-04-07 05:30:27 main:574] : INFO : Epoch 1762 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 1754.7 ms [2022-04-07 05:30:29 main:574] : INFO : Epoch 1763 | loss: 0.0311656 | val_loss: 0.0311791 | Time: 1779.47 ms [2022-04-07 05:30:30 main:574] : INFO : Epoch 1764 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 1822 ms [2022-04-07 05:30:32 main:574] : INFO : Epoch 1765 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1781.11 ms [2022-04-07 05:30:34 main:574] : INFO : Epoch 1766 | loss: 0.0311656 | val_loss: 0.03118 | Time: 1785.26 ms [2022-04-07 05:30:36 main:574] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 1774.35 ms [2022-04-07 05:30:38 main:574] : INFO : Epoch 1768 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 1775.25 ms [2022-04-07 05:30:39 main:574] : INFO : Epoch 1769 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 1749.9 ms [2022-04-07 05:30:41 main:574] : INFO : Epoch 1770 | loss: 0.0311664 | val_loss: 0.031174 | Time: 1801.46 ms [2022-04-07 05:30:43 main:574] : INFO : Epoch 1771 | loss: 0.0311652 | val_loss: 0.0311753 | Time: 1759.82 ms [2022-04-07 05:30:45 main:574] : INFO : Epoch 1772 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1800.54 ms [2022-04-07 05:30:47 main:574] : INFO : Epoch 1773 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1797.26 ms [2022-04-07 05:30:48 main:574] : INFO : Epoch 1774 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 1783.78 ms [2022-04-07 05:30:50 main:574] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1796.53 ms [2022-04-07 05:30:52 main:574] : INFO : Epoch 1776 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1768.43 ms [2022-04-07 05:30:54 main:574] : INFO : Epoch 1777 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 1801.92 ms [2022-04-07 05:30:55 main:574] : INFO : Epoch 1778 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1768.56 ms [2022-04-07 05:30:57 main:574] : INFO : Epoch 1779 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 1769.83 ms [2022-04-07 05:30:59 main:574] : INFO : Epoch 1780 | loss: 0.031168 | val_loss: 0.0311754 | Time: 1792.33 ms [2022-04-07 05:31:01 main:574] : INFO : Epoch 1781 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 1775.89 ms [2022-04-07 05:31:03 main:574] : INFO : Epoch 1782 | loss: 0.0311685 | val_loss: 0.0311856 | Time: 1764.02 ms [2022-04-07 05:31:04 main:574] : INFO : Epoch 1783 | loss: 0.0311779 | val_loss: 0.0311874 | Time: 1789.23 ms [2022-04-07 05:31:06 main:574] : INFO : Epoch 1784 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1775.52 ms [2022-04-07 05:31:08 main:574] : INFO : Epoch 1785 | loss: 0.0311724 | val_loss: 0.031178 | Time: 1789.13 ms [2022-04-07 05:31:10 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1794.03 ms [2022-04-07 05:31:12 main:574] : INFO : Epoch 1787 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 1782.7 ms [2022-04-07 05:31:13 main:574] : INFO : Epoch 1788 | loss: 0.0311689 | val_loss: 0.0311842 | Time: 1800.24 ms [2022-04-07 05:31:15 main:574] : INFO : Epoch 1789 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1796.85 ms [2022-04-07 05:31:17 main:574] : INFO : Epoch 1790 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1785.42 ms [2022-04-07 05:31:19 main:574] : INFO : Epoch 1791 | loss: 0.0311661 | val_loss: 0.031174 | Time: 1786.62 ms [2022-04-07 05:31:21 main:574] : INFO : Epoch 1792 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 1775.43 ms [2022-04-07 05:31:22 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1779.5 ms [2022-04-07 05:31:24 main:574] : INFO : Epoch 1794 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1769.16 ms [2022-04-07 05:31:26 main:574] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.0311747 | Time: 1985.94 ms [2022-04-07 05:31:28 main:574] : INFO : Epoch 1796 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 1799.95 ms [2022-04-07 05:31:30 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.031175 | Time: 1787.03 ms [2022-04-07 05:31:32 main:574] : INFO : Epoch 1798 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 1818.86 ms [2022-04-07 05:31:33 main:574] : INFO : Epoch 1799 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1767.9 ms [2022-04-07 05:31:35 main:574] : INFO : Epoch 1800 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 1782.5 ms [2022-04-07 05:31:37 main:574] : INFO : Epoch 1801 | loss: 0.031163 | val_loss: 0.0311736 | Time: 1796.38 ms [2022-04-07 05:31:39 main:574] : INFO : Epoch 1802 | loss: 0.031163 | val_loss: 0.0311755 | Time: 1771.28 ms [2022-04-07 05:31:41 main:574] : INFO : Epoch 1803 | loss: 0.0311651 | val_loss: 0.031176 | Time: 1776.75 ms [2022-04-07 05:31:42 main:574] : INFO : Epoch 1804 | loss: 0.0311639 | val_loss: 0.0311745 | Time: 1790.06 ms [2022-04-07 05:31:44 main:574] : INFO : Epoch 1805 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 1780.14 ms [2022-04-07 05:31:46 main:574] : INFO : Epoch 1806 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 1759.3 ms [2022-04-07 05:31:48 main:574] : INFO : Epoch 1807 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 1816.19 ms [2022-04-07 05:31:49 main:574] : INFO : Epoch 1808 | loss: 0.031166 | val_loss: 0.0311871 | Time: 1763.42 ms [2022-04-07 05:31:51 main:574] : INFO : Epoch 1809 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1791.85 ms [2022-04-07 05:31:53 main:574] : INFO : Epoch 1810 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 1774.86 ms [2022-04-07 05:31:55 main:574] : INFO : Epoch 1811 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 1773.88 ms [2022-04-07 05:31:57 main:574] : INFO : Epoch 1812 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 1796.54 ms [2022-04-07 05:31:58 main:574] : INFO : Epoch 1813 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 1783.54 ms [2022-04-07 05:32:00 main:574] : INFO : Epoch 1814 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 1790.14 ms [2022-04-07 05:32:02 main:574] : INFO : Epoch 1815 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 1764.51 ms [2022-04-07 05:32:04 main:574] : INFO : Epoch 1816 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1763.31 ms [2022-04-07 05:32:06 main:574] : INFO : Epoch 1817 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 1749.96 ms [2022-04-07 05:32:07 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 1770.09 ms [2022-04-07 05:32:09 main:574] : INFO : Epoch 1819 | loss: 0.0311629 | val_loss: 0.031173 | Time: 1779.36 ms [2022-04-07 05:32:11 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 1796.56 ms [2022-04-07 05:32:13 main:574] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 1795.48 ms [2022-04-07 05:32:14 main:574] : INFO : Epoch 1822 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 1789.11 ms [2022-04-07 05:32:16 main:574] : INFO : Epoch 1823 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 1784.32 ms [2022-04-07 05:32:18 main:574] : INFO : Epoch 1824 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 1817.83 ms [2022-04-07 05:32:20 main:574] : INFO : Epoch 1825 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 1751.83 ms [2022-04-07 05:32:22 main:574] : INFO : Epoch 1826 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1734.75 ms [2022-04-07 05:32:23 main:574] : INFO : Epoch 1827 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 1866.74 ms [2022-04-07 05:32:25 main:574] : INFO : Epoch 1828 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 1785.18 ms [2022-04-07 05:32:27 main:574] : INFO : Epoch 1829 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1777.52 ms [2022-04-07 05:32:29 main:574] : INFO : Epoch 1830 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1773.88 ms [2022-04-07 05:32:31 main:574] : INFO : Epoch 1831 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 1790.11 ms [2022-04-07 05:32:32 main:574] : INFO : Epoch 1832 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 1802.62 ms [2022-04-07 05:32:34 main:574] : INFO : Epoch 1833 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 1777.03 ms [2022-04-07 05:32:36 main:574] : INFO : Epoch 1834 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 1812 ms [2022-04-07 05:32:38 main:574] : INFO : Epoch 1835 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 1778.41 ms [2022-04-07 05:32:40 main:574] : INFO : Epoch 1836 | loss: 0.0311779 | val_loss: 0.031182 | Time: 1778.05 ms [2022-04-07 05:32:41 main:574] : INFO : Epoch 1837 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 1785.63 ms [2022-04-07 05:32:43 main:574] : INFO : Epoch 1838 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 1762.21 ms [2022-04-07 05:32:45 main:574] : INFO : Epoch 1839 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1764.21 ms [2022-04-07 05:32:47 main:574] : INFO : Epoch 1840 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 1766.78 ms [2022-04-07 05:32:49 main:574] : INFO : Epoch 1841 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 1798.31 ms [2022-04-07 05:32:50 main:574] : INFO : Epoch 1842 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1805.46 ms [2022-04-07 05:32:52 main:574] : INFO : Epoch 1843 | loss: 0.031171 | val_loss: 0.0311814 | Time: 1806.53 ms [2022-04-07 05:32:54 main:574] : INFO : Epoch 1844 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1758.02 ms [2022-04-07 05:32:56 main:574] : INFO : Epoch 1845 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1810.29 ms [2022-04-07 05:32:58 main:574] : INFO : Epoch 1846 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1774.28 ms [2022-04-07 05:32:59 main:574] : INFO : Epoch 1847 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 1766.09 ms [2022-04-07 05:33:01 main:574] : INFO : Epoch 1848 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 1779.92 ms [2022-04-07 05:33:03 main:574] : INFO : Epoch 1849 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 1820.46 ms [2022-04-07 05:33:05 main:574] : INFO : Epoch 1850 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 1799.58 ms [2022-04-07 05:33:07 main:574] : INFO : Epoch 1851 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1851.6 ms [2022-04-07 05:33:08 main:574] : INFO : Epoch 1852 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 1762.89 ms [2022-04-07 05:33:10 main:574] : INFO : Epoch 1853 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 1815.71 ms [2022-04-07 05:33:12 main:574] : INFO : Epoch 1854 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 1812.19 ms [2022-04-07 05:33:14 main:574] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 1775.95 ms [2022-04-07 05:33:16 main:574] : INFO : Epoch 1856 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1763.68 ms [2022-04-07 05:33:17 main:574] : INFO : Epoch 1857 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 1801.15 ms [2022-04-07 05:33:19 main:574] : INFO : Epoch 1858 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 1748.74 ms [2022-04-07 05:33:21 main:574] : INFO : Epoch 1859 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 1782.36 ms [2022-04-07 05:33:23 main:574] : INFO : Epoch 1860 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 1804.27 ms [2022-04-07 05:33:25 main:574] : INFO : Epoch 1861 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 1787.33 ms [2022-04-07 05:33:26 main:574] : INFO : Epoch 1862 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1789.36 ms [2022-04-07 05:33:28 main:574] : INFO : Epoch 1863 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 1786.96 ms [2022-04-07 05:33:30 main:574] : INFO : Epoch 1864 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1805.35 ms [2022-04-07 05:33:32 main:574] : INFO : Epoch 1865 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1797.53 ms [2022-04-07 05:33:34 main:574] : INFO : Epoch 1866 | loss: 0.0311654 | val_loss: 0.031174 | Time: 1803.43 ms [2022-04-07 05:33:35 main:574] : INFO : Epoch 1867 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1789.51 ms [2022-04-07 05:33:37 main:574] : INFO : Epoch 1868 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1795.72 ms [2022-04-07 05:33:39 main:574] : INFO : Epoch 1869 | loss: 0.0311689 | val_loss: 0.0312079 | Time: 1791.83 ms [2022-04-07 05:33:41 main:574] : INFO : Epoch 1870 | loss: 0.0334842 | val_loss: 0.0443301 | Time: 1758.05 ms [2022-04-07 05:33:43 main:574] : INFO : Epoch 1871 | loss: 0.0331406 | val_loss: 0.0314607 | Time: 1771.6 ms [2022-04-07 05:33:44 main:574] : INFO : Epoch 1872 | loss: 0.0313834 | val_loss: 0.0312855 | Time: 1789.92 ms [2022-04-07 05:33:46 main:574] : INFO : Epoch 1873 | loss: 0.0312681 | val_loss: 0.0312598 | Time: 1812.34 ms [2022-04-07 05:33:48 main:574] : INFO : Epoch 1874 | loss: 0.031251 | val_loss: 0.0312469 | Time: 1780.11 ms [2022-04-07 05:33:50 main:574] : INFO : Epoch 1875 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 1807.53 ms [2022-04-07 05:33:52 main:574] : INFO : Epoch 1876 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 1771.27 ms [2022-04-07 05:33:53 main:574] : INFO : Epoch 1877 | loss: 0.0312396 | val_loss: 0.0312389 | Time: 1798.05 ms [2022-04-07 05:33:55 main:574] : INFO : Epoch 1878 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 1765.27 ms [2022-04-07 05:33:57 main:574] : INFO : Epoch 1879 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 1772.05 ms [2022-04-07 05:33:59 main:574] : INFO : Epoch 1880 | loss: 0.0312358 | val_loss: 0.0312344 | Time: 1777.24 ms [2022-04-07 05:34:00 main:574] : INFO : Epoch 1881 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 1769.11 ms [2022-04-07 05:34:02 main:574] : INFO : Epoch 1882 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 1787.31 ms [2022-04-07 05:34:04 main:574] : INFO : Epoch 1883 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 1809.85 ms [2022-04-07 05:34:06 main:574] : INFO : Epoch 1884 | loss: 0.0312342 | val_loss: 0.0312378 | Time: 1770.89 ms [2022-04-07 05:34:08 main:574] : INFO : Epoch 1885 | loss: 0.0312354 | val_loss: 0.0312332 | Time: 1760.94 ms [2022-04-07 05:34:09 main:574] : INFO : Epoch 1886 | loss: 0.0312374 | val_loss: 0.0312349 | Time: 1773.57 ms [2022-04-07 05:34:11 main:574] : INFO : Epoch 1887 | loss: 0.0312334 | val_loss: 0.0312302 | Time: 1774.19 ms [2022-04-07 05:34:13 main:574] : INFO : Epoch 1888 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 1774.72 ms [2022-04-07 05:34:15 main:574] : INFO : Epoch 1889 | loss: 0.0312348 | val_loss: 0.0312314 | Time: 1750.7 ms [2022-04-07 05:34:17 main:574] : INFO : Epoch 1890 | loss: 0.0312335 | val_loss: 0.0312289 | Time: 1794.04 ms [2022-04-07 05:34:18 main:574] : INFO : Epoch 1891 | loss: 0.0312336 | val_loss: 0.0312287 | Time: 1785.29 ms [2022-04-07 05:34:20 main:574] : INFO : Epoch 1892 | loss: 0.0312341 | val_loss: 0.031234 | Time: 1735.92 ms [2022-04-07 05:34:22 main:574] : INFO : Epoch 1893 | loss: 0.0312348 | val_loss: 0.0312275 | Time: 1793.7 ms [2022-04-07 05:34:24 main:574] : INFO : Epoch 1894 | loss: 0.0312335 | val_loss: 0.0312296 | Time: 1756.06 ms [2022-04-07 05:34:25 main:574] : INFO : Epoch 1895 | loss: 0.0312327 | val_loss: 0.031227 | Time: 1760.44 ms [2022-04-07 05:34:27 main:574] : INFO : Epoch 1896 | loss: 0.031234 | val_loss: 0.0312278 | Time: 1781.63 ms [2022-04-07 05:34:29 main:574] : INFO : Epoch 1897 | loss: 0.0312326 | val_loss: 0.0312294 | Time: 1775.46 ms [2022-04-07 05:34:31 main:574] : INFO : Epoch 1898 | loss: 0.0312323 | val_loss: 0.0312305 | Time: 1773.94 ms [2022-04-07 05:34:33 main:574] : INFO : Epoch 1899 | loss: 0.0312325 | val_loss: 0.0312363 | Time: 1807.87 ms [2022-04-07 05:34:34 main:574] : INFO : Epoch 1900 | loss: 0.0312342 | val_loss: 0.0312289 | Time: 1767.46 ms [2022-04-07 05:34:36 main:574] : INFO : Epoch 1901 | loss: 0.0312371 | val_loss: 0.0312377 | Time: 1785.97 ms [2022-04-07 05:34:38 main:574] : INFO : Epoch 1902 | loss: 0.0312332 | val_loss: 0.0312297 | Time: 1787.45 ms [2022-04-07 05:34:40 main:574] : INFO : Epoch 1903 | loss: 0.0312314 | val_loss: 0.0312307 | Time: 1789.18 ms [2022-04-07 05:34:42 main:574] : INFO : Epoch 1904 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 1805.62 ms [2022-04-07 05:34:43 main:574] : INFO : Epoch 1905 | loss: 0.0312305 | val_loss: 0.0312254 | Time: 1811.03 ms [2022-04-07 05:34:45 main:574] : INFO : Epoch 1906 | loss: 0.0312276 | val_loss: 0.0312283 | Time: 1752.65 ms [2022-04-07 05:34:47 main:574] : INFO : Epoch 1907 | loss: 0.0312315 | val_loss: 0.0312384 | Time: 1791.65 ms [2022-04-07 05:34:49 main:574] : INFO : Epoch 1908 | loss: 0.0312282 | val_loss: 0.0312242 | Time: 1797.77 ms [2022-04-07 05:34:51 main:574] : INFO : Epoch 1909 | loss: 0.0312292 | val_loss: 0.0312262 | Time: 1768.28 ms [2022-04-07 05:34:52 main:574] : INFO : Epoch 1910 | loss: 0.0312268 | val_loss: 0.0312291 | Time: 1784.8 ms [2022-04-07 05:34:54 main:574] : INFO : Epoch 1911 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1767.49 ms [2022-04-07 05:34:56 main:574] : INFO : Epoch 1912 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1761.14 ms [2022-04-07 05:34:58 main:574] : INFO : Epoch 1913 | loss: 0.0312247 | val_loss: 0.0312216 | Time: 1807.92 ms [2022-04-07 05:34:59 main:574] : INFO : Epoch 1914 | loss: 0.031226 | val_loss: 0.0312247 | Time: 1749.58 ms [2022-04-07 05:35:01 main:574] : INFO : Epoch 1915 | loss: 0.0312283 | val_loss: 0.0312503 | Time: 1804.03 ms [2022-04-07 05:35:03 main:574] : INFO : Epoch 1916 | loss: 0.0312326 | val_loss: 0.0312247 | Time: 1809.64 ms [2022-04-07 05:35:05 main:574] : INFO : Epoch 1917 | loss: 0.0312274 | val_loss: 0.0312232 | Time: 1800.84 ms [2022-04-07 05:35:07 main:574] : INFO : Epoch 1918 | loss: 0.0312258 | val_loss: 0.031224 | Time: 1786.84 ms [2022-04-07 05:35:08 main:574] : INFO : Epoch 1919 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 1778.13 ms [2022-04-07 05:35:10 main:574] : INFO : Epoch 1920 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 1789.75 ms [2022-04-07 05:35:12 main:574] : INFO : Epoch 1921 | loss: 0.0312274 | val_loss: 0.0312328 | Time: 1765.85 ms [2022-04-07 05:35:14 main:574] : INFO : Epoch 1922 | loss: 0.0312271 | val_loss: 0.0312227 | Time: 1765.54 ms [2022-04-07 05:35:16 main:574] : INFO : Epoch 1923 | loss: 0.0312242 | val_loss: 0.0312246 | Time: 1775.73 ms [2022-04-07 05:35:17 main:574] : INFO : Epoch 1924 | loss: 0.0312268 | val_loss: 0.0312242 | Time: 1767.55 ms [2022-04-07 05:35:19 main:574] : INFO : Epoch 1925 | loss: 0.0312367 | val_loss: 0.0312241 | Time: 1755.83 ms [2022-04-07 05:35:21 main:574] : INFO : Epoch 1926 | loss: 0.0312287 | val_loss: 0.0312251 | Time: 1802.79 ms [2022-04-07 05:35:23 main:574] : INFO : Epoch 1927 | loss: 0.0312264 | val_loss: 0.0312223 | Time: 1788.4 ms [2022-04-07 05:35:25 main:574] : INFO : Epoch 1928 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 1751.59 ms [2022-04-07 05:35:26 main:574] : INFO : Epoch 1929 | loss: 0.0312249 | val_loss: 0.0312216 | Time: 1820.21 ms [2022-04-07 05:35:28 main:574] : INFO : Epoch 1930 | loss: 0.0312286 | val_loss: 0.031223 | Time: 1799.65 ms [2022-04-07 05:35:30 main:574] : INFO : Epoch 1931 | loss: 0.0312267 | val_loss: 0.0312219 | Time: 1800.36 ms [2022-04-07 05:35:32 main:574] : INFO : Epoch 1932 | loss: 0.0312252 | val_loss: 0.0312215 | Time: 1782.62 ms [2022-04-07 05:35:34 main:574] : INFO : Epoch 1933 | loss: 0.0312263 | val_loss: 0.0312206 | Time: 1792.18 ms [2022-04-07 05:35:35 main:574] : INFO : Epoch 1934 | loss: 0.0312285 | val_loss: 0.0312259 | Time: 1785.35 ms [2022-04-07 05:35:37 main:574] : INFO : Epoch 1935 | loss: 0.0312271 | val_loss: 0.0312243 | Time: 1781.42 ms [2022-04-07 05:35:39 main:574] : INFO : Epoch 1936 | loss: 0.0312309 | val_loss: 0.0312332 | Time: 1807.48 ms [2022-04-07 05:35:41 main:574] : INFO : Epoch 1937 | loss: 0.0312296 | val_loss: 0.0312224 | Time: 1801.27 ms [2022-04-07 05:35:43 main:574] : INFO : Epoch 1938 | loss: 0.0312279 | val_loss: 0.0312219 | Time: 1783.56 ms [2022-04-07 05:35:44 main:574] : INFO : Epoch 1939 | loss: 0.0312252 | val_loss: 0.0312211 | Time: 1769.07 ms [2022-04-07 05:35:46 main:574] : INFO : Epoch 1940 | loss: 0.0312233 | val_loss: 0.0312201 | Time: 1807.99 ms [2022-04-07 05:35:48 main:574] : INFO : Epoch 1941 | loss: 0.0312219 | val_loss: 0.0312203 | Time: 1764.49 ms [2022-04-07 05:35:50 main:574] : INFO : Epoch 1942 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 1807.53 ms [2022-04-07 05:35:52 main:574] : INFO : Epoch 1943 | loss: 0.0312264 | val_loss: 0.0312205 | Time: 1804.7 ms [2022-04-07 05:35:53 main:574] : INFO : Epoch 1944 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 1802.98 ms [2022-04-07 05:35:55 main:574] : INFO : Epoch 1945 | loss: 0.031227 | val_loss: 0.0312231 | Time: 1800.59 ms [2022-04-07 05:35:57 main:574] : INFO : Epoch 1946 | loss: 0.0312226 | val_loss: 0.0312194 | Time: 1783.76 ms [2022-04-07 05:35:59 main:574] : INFO : Epoch 1947 | loss: 0.0312226 | val_loss: 0.0312232 | Time: 1766.41 ms [2022-04-07 05:36:01 main:574] : INFO : Epoch 1948 | loss: 0.0312256 | val_loss: 0.03122 | Time: 1819.68 ms [2022-04-07 05:36:02 main:574] : INFO : Epoch 1949 | loss: 0.0312236 | val_loss: 0.0312216 | Time: 1768.2 ms [2022-04-07 05:36:04 main:574] : INFO : Epoch 1950 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 1777.45 ms [2022-04-07 05:36:06 main:574] : INFO : Epoch 1951 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 1791.22 ms [2022-04-07 05:36:08 main:574] : INFO : Epoch 1952 | loss: 0.0312224 | val_loss: 0.0312282 | Time: 1756.58 ms [2022-04-07 05:36:10 main:574] : INFO : Epoch 1953 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 1802.71 ms [2022-04-07 05:36:11 main:574] : INFO : Epoch 1954 | loss: 0.0312252 | val_loss: 0.0312278 | Time: 1786.02 ms [2022-04-07 05:36:13 main:574] : INFO : Epoch 1955 | loss: 0.031227 | val_loss: 0.0312211 | Time: 1781.4 ms [2022-04-07 05:36:15 main:574] : INFO : Epoch 1956 | loss: 0.0312238 | val_loss: 0.0312196 | Time: 1798.45 ms [2022-04-07 05:36:17 main:574] : INFO : Epoch 1957 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1793.8 ms [2022-04-07 05:36:18 main:574] : INFO : Epoch 1958 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 1788.02 ms [2022-04-07 05:36:20 main:574] : INFO : Epoch 1959 | loss: 0.0312264 | val_loss: 0.0312203 | Time: 1800.13 ms [2022-04-07 05:36:22 main:574] : INFO : Epoch 1960 | loss: 0.0312251 | val_loss: 0.0312199 | Time: 1777.49 ms [2022-04-07 05:36:24 main:574] : INFO : Epoch 1961 | loss: 0.0312228 | val_loss: 0.0312202 | Time: 1795.72 ms [2022-04-07 05:36:26 main:574] : INFO : Epoch 1962 | loss: 0.0312217 | val_loss: 0.0312259 | Time: 1739.87 ms [2022-04-07 05:36:28 main:574] : INFO : Epoch 1963 | loss: 0.0312235 | val_loss: 0.031219 | Time: 1809.82 ms [2022-04-07 05:36:29 main:574] : INFO : Epoch 1964 | loss: 0.0312219 | val_loss: 0.0312188 | Time: 1767.07 ms [2022-04-07 05:36:31 main:574] : INFO : Epoch 1965 | loss: 0.0312229 | val_loss: 0.0312247 | Time: 1792.47 ms [2022-04-07 05:36:33 main:574] : INFO : Epoch 1966 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 1717.24 ms [2022-04-07 05:36:35 main:574] : INFO : Epoch 1967 | loss: 0.0312247 | val_loss: 0.0312194 | Time: 1833.38 ms [2022-04-07 05:36:37 main:574] : INFO : Epoch 1968 | loss: 0.031223 | val_loss: 0.0312208 | Time: 1834.92 ms [2022-04-07 05:36:38 main:574] : INFO : Epoch 1969 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 1827.59 ms [2022-04-07 05:36:40 main:574] : INFO : Epoch 1970 | loss: 0.0312253 | val_loss: 0.0312258 | Time: 1794.87 ms [2022-04-07 05:36:42 main:574] : INFO : Epoch 1971 | loss: 0.0312306 | val_loss: 0.0312257 | Time: 1773.69 ms [2022-04-07 05:36:44 main:574] : INFO : Epoch 1972 | loss: 0.0312227 | val_loss: 0.0312204 | Time: 1742.35 ms [2022-04-07 05:36:46 main:574] : INFO : Epoch 1973 | loss: 0.0312217 | val_loss: 0.0312204 | Time: 1813.91 ms [2022-04-07 05:36:47 main:574] : INFO : Epoch 1974 | loss: 0.0312263 | val_loss: 0.0312198 | Time: 1789.86 ms [2022-04-07 05:36:49 main:574] : INFO : Epoch 1975 | loss: 0.0312238 | val_loss: 0.0312195 | Time: 1793.34 ms [2022-04-07 05:36:51 main:574] : INFO : Epoch 1976 | loss: 0.0312213 | val_loss: 0.0312182 | Time: 1787.98 ms [2022-04-07 05:36:53 main:574] : INFO : Epoch 1977 | loss: 0.0312205 | val_loss: 0.0312185 | Time: 1777.15 ms [2022-04-07 05:36:54 main:574] : INFO : Epoch 1978 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 1763.18 ms [2022-04-07 05:36:56 main:574] : INFO : Epoch 1979 | loss: 0.0312219 | val_loss: 0.03122 | Time: 1759.14 ms [2022-04-07 05:36:58 main:574] : INFO : Epoch 1980 | loss: 0.0312218 | val_loss: 0.03122 | Time: 1759.81 ms [2022-04-07 05:37:00 main:574] : INFO : Epoch 1981 | loss: 0.0312225 | val_loss: 0.0312191 | Time: 1772.2 ms [2022-04-07 05:37:02 main:574] : INFO : Epoch 1982 | loss: 0.0312224 | val_loss: 0.0312201 | Time: 1820.49 ms [2022-04-07 05:37:03 main:574] : INFO : Epoch 1983 | loss: 0.0312212 | val_loss: 0.0312174 | Time: 1795.12 ms [2022-04-07 05:37:05 main:574] : INFO : Epoch 1984 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 1819.97 ms [2022-04-07 05:37:07 main:574] : INFO : Epoch 1985 | loss: 0.031221 | val_loss: 0.0312202 | Time: 1801.9 ms [2022-04-07 05:37:09 main:574] : INFO : Epoch 1986 | loss: 0.0312252 | val_loss: 0.0312299 | Time: 1805.62 ms [2022-04-07 05:37:11 main:574] : INFO : Epoch 1987 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 1764.14 ms [2022-04-07 05:37:12 main:574] : INFO : Epoch 1988 | loss: 0.0312204 | val_loss: 0.031218 | Time: 1766.51 ms [2022-04-07 05:37:14 main:574] : INFO : Epoch 1989 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 1813.08 ms [2022-04-07 05:37:16 main:574] : INFO : Epoch 1990 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 1789.46 ms [2022-04-07 05:37:18 main:574] : INFO : Epoch 1991 | loss: 0.0312228 | val_loss: 0.03122 | Time: 1801.87 ms [2022-04-07 05:37:20 main:574] : INFO : Epoch 1992 | loss: 0.0312215 | val_loss: 0.0312177 | Time: 1745.56 ms [2022-04-07 05:37:21 main:574] : INFO : Epoch 1993 | loss: 0.03122 | val_loss: 0.0312183 | Time: 1767.81 ms [2022-04-07 05:37:23 main:574] : INFO : Epoch 1994 | loss: 0.031221 | val_loss: 0.0312212 | Time: 1808.64 ms [2022-04-07 05:37:25 main:574] : INFO : Epoch 1995 | loss: 0.0312257 | val_loss: 0.0312216 | Time: 1773.49 ms [2022-04-07 05:37:27 main:574] : INFO : Epoch 1996 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 1771.36 ms [2022-04-07 05:37:29 main:574] : INFO : Epoch 1997 | loss: 0.0312215 | val_loss: 0.031218 | Time: 1771.99 ms [2022-04-07 05:37:30 main:574] : INFO : Epoch 1998 | loss: 0.0312231 | val_loss: 0.0312185 | Time: 1738.39 ms [2022-04-07 05:37:32 main:574] : INFO : Epoch 1999 | loss: 0.0312214 | val_loss: 0.0312224 | Time: 1792.57 ms [2022-04-07 05:37:34 main:574] : INFO : Epoch 2000 | loss: 0.0312226 | val_loss: 0.0312185 | Time: 1776.49 ms [2022-04-07 05:37:36 main:574] : INFO : Epoch 2001 | loss: 0.0312266 | val_loss: 0.0312333 | Time: 1788.52 ms [2022-04-07 05:37:37 main:574] : INFO : Epoch 2002 | loss: 0.0312251 | val_loss: 0.0312198 | Time: 1796.9 ms [2022-04-07 05:37:39 main:574] : INFO : Epoch 2003 | loss: 0.0312205 | val_loss: 0.031219 | Time: 1832.77 ms [2022-04-07 05:37:41 main:574] : INFO : Epoch 2004 | loss: 0.03122 | val_loss: 0.03122 | Time: 1779.28 ms [2022-04-07 05:37:43 main:574] : INFO : Epoch 2005 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 1756.83 ms [2022-04-07 05:37:45 main:574] : INFO : Epoch 2006 | loss: 0.0312186 | val_loss: 0.0312186 | Time: 1817.66 ms [2022-04-07 05:37:46 main:574] : INFO : Epoch 2007 | loss: 0.0312196 | val_loss: 0.0312178 | Time: 1779.1 ms [2022-04-07 05:37:48 main:574] : INFO : Epoch 2008 | loss: 0.0312181 | val_loss: 0.0312188 | Time: 1749.29 ms [2022-04-07 05:37:50 main:574] : INFO : Epoch 2009 | loss: 0.0312183 | val_loss: 0.0312202 | Time: 1771.15 ms [2022-04-07 05:37:52 main:574] : INFO : Epoch 2010 | loss: 0.0312185 | val_loss: 0.0312165 | Time: 1779.33 ms [2022-04-07 05:37:54 main:574] : INFO : Epoch 2011 | loss: 0.0312188 | val_loss: 0.0312183 | Time: 1762.37 ms [2022-04-07 05:37:55 main:574] : INFO : Epoch 2012 | loss: 0.0312184 | val_loss: 0.0312187 | Time: 1756.92 ms [2022-04-07 05:37:57 main:574] : INFO : Epoch 2013 | loss: 0.0312192 | val_loss: 0.0312165 | Time: 1797.41 ms [2022-04-07 05:37:59 main:574] : INFO : Epoch 2014 | loss: 0.0312185 | val_loss: 0.0312176 | Time: 1813.1 ms [2022-04-07 05:38:01 main:574] : INFO : Epoch 2015 | loss: 0.0312206 | val_loss: 0.0312297 | Time: 1773.25 ms [2022-04-07 05:38:03 main:574] : INFO : Epoch 2016 | loss: 0.0312226 | val_loss: 0.0312182 | Time: 1818.56 ms [2022-04-07 05:38:04 main:574] : INFO : Epoch 2017 | loss: 0.0312207 | val_loss: 0.031221 | Time: 1782.77 ms [2022-04-07 05:38:06 main:574] : INFO : Epoch 2018 | loss: 0.0312206 | val_loss: 0.0312187 | Time: 1781.7 ms [2022-04-07 05:38:08 main:574] : INFO : Epoch 2019 | loss: 0.0312205 | val_loss: 0.031218 | Time: 1772.61 ms [2022-04-07 05:38:10 main:574] : INFO : Epoch 2020 | loss: 0.0312215 | val_loss: 0.0312185 | Time: 1793.58 ms [2022-04-07 05:38:12 main:574] : INFO : Epoch 2021 | loss: 0.0312252 | val_loss: 0.0312205 | Time: 1795.43 ms [2022-04-07 05:38:13 main:574] : INFO : Epoch 2022 | loss: 0.0312213 | val_loss: 0.0312182 | Time: 1760.5 ms [2022-04-07 05:38:15 main:574] : INFO : Epoch 2023 | loss: 0.0312192 | val_loss: 0.0312168 | Time: 1741.05 ms [2022-04-07 05:38:17 main:574] : INFO : Epoch 2024 | loss: 0.0312197 | val_loss: 0.0312194 | Time: 1778.41 ms [2022-04-07 05:38:19 main:574] : INFO : Epoch 2025 | loss: 0.0312188 | val_loss: 0.0312174 | Time: 1769.45 ms [2022-04-07 05:38:20 main:574] : INFO : Epoch 2026 | loss: 0.0312182 | val_loss: 0.0312161 | Time: 1760.7 ms [2022-04-07 05:38:22 main:574] : INFO : Epoch 2027 | loss: 0.0312185 | val_loss: 0.0312179 | Time: 1758.2 ms [2022-04-07 05:38:24 main:574] : INFO : Epoch 2028 | loss: 0.031218 | val_loss: 0.0312161 | Time: 1772.74 ms [2022-04-07 05:38:26 main:574] : INFO : Epoch 2029 | loss: 0.0312204 | val_loss: 0.0312197 | Time: 1813.62 ms [2022-04-07 05:38:28 main:574] : INFO : Epoch 2030 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 1797.33 ms [2022-04-07 05:38:29 main:574] : INFO : Epoch 2031 | loss: 0.0312205 | val_loss: 0.0312163 | Time: 1768.95 ms [2022-04-07 05:38:31 main:574] : INFO : Epoch 2032 | loss: 0.0312223 | val_loss: 0.0312199 | Time: 1789.54 ms [2022-04-07 05:38:33 main:574] : INFO : Epoch 2033 | loss: 0.0312211 | val_loss: 0.0312193 | Time: 1783.94 ms [2022-04-07 05:38:35 main:574] : INFO : Epoch 2034 | loss: 0.0312212 | val_loss: 0.0312201 | Time: 1792.37 ms [2022-04-07 05:38:37 main:574] : INFO : Epoch 2035 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 1807.79 ms [2022-04-07 05:38:38 main:574] : INFO : Epoch 2036 | loss: 0.0312181 | val_loss: 0.031219 | Time: 1793.42 ms [2022-04-07 05:38:40 main:574] : INFO : Epoch 2037 | loss: 0.031218 | val_loss: 0.0312161 | Time: 1761.88 ms [2022-04-07 05:38:42 main:574] : INFO : Epoch 2038 | loss: 0.0312189 | val_loss: 0.0312175 | Time: 1802.73 ms [2022-04-07 05:38:44 main:574] : INFO : Epoch 2039 | loss: 0.0312181 | val_loss: 0.0312168 | Time: 1774.07 ms [2022-04-07 05:38:46 main:574] : INFO : Epoch 2040 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 1776.47 ms [2022-04-07 05:38:47 main:574] : INFO : Epoch 2041 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 1732.96 ms [2022-04-07 05:38:49 main:574] : INFO : Epoch 2042 | loss: 0.03122 | val_loss: 0.0312175 | Time: 1754.6 ms [2022-04-07 05:38:51 main:574] : INFO : Epoch 2043 | loss: 0.0312191 | val_loss: 0.0312192 | Time: 1768.79 ms [2022-04-07 05:38:53 main:574] : INFO : Epoch 2044 | loss: 0.0312198 | val_loss: 0.031216 | Time: 1865.66 ms [2022-04-07 05:38:55 main:574] : INFO : Epoch 2045 | loss: 0.0312172 | val_loss: 0.0312192 | Time: 1859.29 ms [2022-04-07 05:38:56 main:574] : INFO : Epoch 2046 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 1764.33 ms [2022-04-07 05:38:58 main:574] : INFO : Epoch 2047 | loss: 0.0312191 | val_loss: 0.0312167 | Time: 1809 ms [2022-04-07 05:39:00 main:574] : INFO : Epoch 2048 | loss: 0.0312167 | val_loss: 0.0312161 | Time: 1849.3 ms [2022-04-07 05:39:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312161 [2022-04-07 05:39:00 main:603] : INFO : Saving end state to config to file [2022-04-07 05:39:00 main:608] : INFO : Success, exiting.. 05:39:00 (716): 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)