Task 13943889
| Name | ParityModified-1647049408-7349-2-0_0 |
| Workunit | 11019503 |
| Created | 28 Mar 2022, 13:22:21 UTC |
| Sent | 6 Apr 2022, 6:00:17 UTC |
| Report deadline | 14 Apr 2022, 6:00:17 UTC |
| Received | 7 Apr 2022, 2:25:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 38 sec |
| CPU time | 1 hours 0 min 7 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 1747.22 ms
[2022-04-06 21:09:44 main:574] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311844 | Time: 1781.31 ms
[2022-04-06 21:09:45 main:574] : INFO : Epoch 1544 | loss: 0.0311878 | val_loss: 0.0311867 | Time: 1784.9 ms
[2022-04-06 21:09:47 main:574] : INFO : Epoch 1545 | loss: 0.0311851 | val_loss: 0.0311833 | Time: 1782.66 ms
[2022-04-06 21:09:49 main:574] : INFO : Epoch 1546 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 1790.59 ms
[2022-04-06 21:09:51 main:574] : INFO : Epoch 1547 | loss: 0.031187 | val_loss: 0.0311859 | Time: 1824.64 ms
[2022-04-06 21:09:53 main:574] : INFO : Epoch 1548 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 1794.4 ms
[2022-04-06 21:09:55 main:574] : INFO : Epoch 1549 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 1806.69 ms
[2022-04-06 21:09:56 main:574] : INFO : Epoch 1550 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 1755.88 ms
[2022-04-06 21:09:58 main:574] : INFO : Epoch 1551 | loss: 0.0311843 | val_loss: 0.0311829 | Time: 1851.22 ms
[2022-04-06 21:10:00 main:574] : INFO : Epoch 1552 | loss: 0.0311861 | val_loss: 0.0311835 | Time: 1801.94 ms
[2022-04-06 21:10:02 main:574] : INFO : Epoch 1553 | loss: 0.0311857 | val_loss: 0.031186 | Time: 1813.76 ms
[2022-04-06 21:10:04 main:574] : INFO : Epoch 1554 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 1787.99 ms
[2022-04-06 21:10:05 main:574] : INFO : Epoch 1555 | loss: 0.0311872 | val_loss: 0.031193 | Time: 1788.94 ms
[2022-04-06 21:10:07 main:574] : INFO : Epoch 1556 | loss: 0.0311867 | val_loss: 0.0311835 | Time: 1785.78 ms
[2022-04-06 21:10:09 main:574] : INFO : Epoch 1557 | loss: 0.0311865 | val_loss: 0.0311839 | Time: 1779.27 ms
[2022-04-06 21:10:11 main:574] : INFO : Epoch 1558 | loss: 0.0311852 | val_loss: 0.0311901 | Time: 1803.14 ms
[2022-04-06 21:10:13 main:574] : INFO : Epoch 1559 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 1810.49 ms
[2022-04-06 21:10:14 main:574] : INFO : Epoch 1560 | loss: 0.0311905 | val_loss: 0.0311837 | Time: 1789.6 ms
[2022-04-06 21:10:16 main:574] : INFO : Epoch 1561 | loss: 0.0311855 | val_loss: 0.0311827 | Time: 1790.15 ms
[2022-04-06 21:10:18 main:574] : INFO : Epoch 1562 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 1776.95 ms
[2022-04-06 21:10:20 main:574] : INFO : Epoch 1563 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 1798.16 ms
[2022-04-06 21:10:22 main:574] : INFO : Epoch 1564 | loss: 0.0311849 | val_loss: 0.0311843 | Time: 1751.25 ms
[2022-04-06 21:10:23 main:574] : INFO : Epoch 1565 | loss: 0.0311847 | val_loss: 0.0311826 | Time: 1738 ms
[2022-04-06 21:10:25 main:574] : INFO : Epoch 1566 | loss: 0.031185 | val_loss: 0.0311825 | Time: 1766.76 ms
[2022-04-06 21:10:27 main:574] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 1800.63 ms
[2022-04-06 21:10:29 main:574] : INFO : Epoch 1568 | loss: 0.0311864 | val_loss: 0.0311836 | Time: 1767 ms
[2022-04-06 21:10:30 main:574] : INFO : Epoch 1569 | loss: 0.0311858 | val_loss: 0.0311836 | Time: 1781.64 ms
[2022-04-06 21:10:32 main:574] : INFO : Epoch 1570 | loss: 0.0311848 | val_loss: 0.0311846 | Time: 1803.87 ms
[2022-04-06 21:10:34 main:574] : INFO : Epoch 1571 | loss: 0.0311849 | val_loss: 0.0311898 | Time: 1793.81 ms
[2022-04-06 21:10:36 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 1796.03 ms
[2022-04-06 21:10:38 main:574] : INFO : Epoch 1573 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 1830.16 ms
[2022-04-06 21:10:39 main:574] : INFO : Epoch 1574 | loss: 0.0311838 | val_loss: 0.0311828 | Time: 1795.89 ms
[2022-04-06 21:10:41 main:574] : INFO : Epoch 1575 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1796.04 ms
[2022-04-06 21:10:43 main:574] : INFO : Epoch 1576 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 1792.62 ms
[2022-04-06 21:10:45 main:574] : INFO : Epoch 1577 | loss: 0.0311897 | val_loss: 0.0311842 | Time: 1777.41 ms
[2022-04-06 21:10:47 main:574] : INFO : Epoch 1578 | loss: 0.0311883 | val_loss: 0.0311831 | Time: 1819.85 ms
[2022-04-06 21:10:48 main:574] : INFO : Epoch 1579 | loss: 0.0311848 | val_loss: 0.0311828 | Time: 1784.98 ms
[2022-04-06 21:10:50 main:574] : INFO : Epoch 1580 | loss: 0.0311852 | val_loss: 0.0311907 | Time: 1789.14 ms
[2022-04-06 21:10:52 main:574] : INFO : Epoch 1581 | loss: 0.0311856 | val_loss: 0.031183 | Time: 1800.75 ms
[2022-04-06 21:10:54 main:574] : INFO : Epoch 1582 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 1770.63 ms
[2022-04-06 21:10:56 main:574] : INFO : Epoch 1583 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 1812.12 ms
[2022-04-06 21:10:57 main:574] : INFO : Epoch 1584 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 1823.5 ms
[2022-04-06 21:10:59 main:574] : INFO : Epoch 1585 | loss: 0.0311857 | val_loss: 0.0311834 | Time: 1773.96 ms
[2022-04-06 21:11:01 main:574] : INFO : Epoch 1586 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 1796.4 ms
[2022-04-06 21:11:03 main:574] : INFO : Epoch 1587 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 1743.35 ms
[2022-04-06 21:11:05 main:574] : INFO : Epoch 1588 | loss: 0.0311852 | val_loss: 0.0311851 | Time: 1748.04 ms
[2022-04-06 21:11:06 main:574] : INFO : Epoch 1589 | loss: 0.0311844 | val_loss: 0.0311815 | Time: 1803.3 ms
[2022-04-06 21:11:08 main:574] : INFO : Epoch 1590 | loss: 0.0311863 | val_loss: 0.0311833 | Time: 1847.15 ms
[2022-04-06 21:11:10 main:574] : INFO : Epoch 1591 | loss: 0.0311852 | val_loss: 0.0311841 | Time: 1812.95 ms
[2022-04-06 21:11:12 main:574] : INFO : Epoch 1592 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 1809.66 ms
[2022-04-06 21:11:14 main:574] : INFO : Epoch 1593 | loss: 0.031185 | val_loss: 0.0311897 | Time: 1830.14 ms
[2022-04-06 21:11:16 main:574] : INFO : Epoch 1594 | loss: 0.0311871 | val_loss: 0.0311823 | Time: 1828.54 ms
[2022-04-06 21:11:17 main:574] : INFO : Epoch 1595 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 1817.47 ms
[2022-04-06 21:11:19 main:574] : INFO : Epoch 1596 | loss: 0.0311832 | val_loss: 0.0311818 | Time: 1819.18 ms
[2022-04-06 21:11:21 main:574] : INFO : Epoch 1597 | loss: 0.0311843 | val_loss: 0.031182 | Time: 1824.12 ms
[2022-04-06 21:11:23 main:574] : INFO : Epoch 1598 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1821.24 ms
[2022-04-06 21:11:25 main:574] : INFO : Epoch 1599 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 1837.27 ms
[2022-04-06 21:11:27 main:574] : INFO : Epoch 1600 | loss: 0.0311849 | val_loss: 0.0311823 | Time: 1822.52 ms
[2022-04-06 21:11:28 main:574] : INFO : Epoch 1601 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 1796.34 ms
[2022-04-06 21:11:30 main:574] : INFO : Epoch 1602 | loss: 0.0311838 | val_loss: 0.0311821 | Time: 1817.79 ms
[2022-04-06 21:11:32 main:574] : INFO : Epoch 1603 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 1813.13 ms
[2022-04-06 21:11:34 main:574] : INFO : Epoch 1604 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 1884.81 ms
[2022-04-06 21:11:36 main:574] : INFO : Epoch 1605 | loss: 0.0311849 | val_loss: 0.0311802 | Time: 1851.86 ms
[2022-04-06 21:11:38 main:574] : INFO : Epoch 1606 | loss: 0.0311886 | val_loss: 0.031185 | Time: 1843.02 ms
[2022-04-06 21:11:40 main:574] : INFO : Epoch 1607 | loss: 0.0311844 | val_loss: 0.0311807 | Time: 1844 ms
[2022-04-06 21:11:42 main:574] : INFO : Epoch 1608 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 1849.67 ms
[2022-04-06 21:11:44 main:574] : INFO : Epoch 1609 | loss: 0.0311828 | val_loss: 0.0311815 | Time: 1806.83 ms
[2022-04-06 21:11:46 main:574] : INFO : Epoch 1610 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 1814.92 ms
[2022-04-06 21:11:48 main:574] : INFO : Epoch 1611 | loss: 0.0311846 | val_loss: 0.0311813 | Time: 1833.71 ms
[2022-04-06 21:11:50 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.031184 | Time: 1852.7 ms
[2022-04-06 21:11:52 main:574] : INFO : Epoch 1613 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 1815.36 ms
[2022-04-06 21:11:54 main:574] : INFO : Epoch 1614 | loss: 0.0311871 | val_loss: 0.0311829 | Time: 1837.5 ms
[2022-04-06 21:11:56 main:574] : INFO : Epoch 1615 | loss: 0.0311848 | val_loss: 0.0311801 | Time: 1825.93 ms
[2022-04-06 21:11:57 main:574] : INFO : Epoch 1616 | loss: 0.0311844 | val_loss: 0.0311812 | Time: 1799.86 ms
[2022-04-06 21:11:59 main:574] : INFO : Epoch 1617 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 1803.75 ms
[2022-04-06 21:12:01 main:574] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 1821.22 ms
[2022-04-06 21:12:03 main:574] : INFO : Epoch 1619 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 1789.68 ms
[2022-04-06 21:12:05 main:574] : INFO : Epoch 1620 | loss: 0.0311855 | val_loss: 0.0311804 | Time: 1815.49 ms
[2022-04-06 21:12:06 main:574] : INFO : Epoch 1621 | loss: 0.0311865 | val_loss: 0.0311831 | Time: 1839.29 ms
[2022-04-06 21:12:08 main:574] : INFO : Epoch 1622 | loss: 0.0311845 | val_loss: 0.0311847 | Time: 1806.74 ms
[2022-04-06 21:12:10 main:574] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1918.52 ms
[2022-04-06 21:12:12 main:574] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 1778.37 ms
[2022-04-06 21:12:14 main:574] : INFO : Epoch 1625 | loss: 0.0311836 | val_loss: 0.0311801 | Time: 1801.09 ms
[2022-04-06 21:12:16 main:574] : INFO : Epoch 1626 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1853.16 ms
[2022-04-06 21:12:17 main:574] : INFO : Epoch 1627 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 1820.24 ms
[2022-04-06 21:12:19 main:574] : INFO : Epoch 1628 | loss: 0.0311842 | val_loss: 0.0311818 | Time: 1852.48 ms
[2022-04-06 21:12:21 main:574] : INFO : Epoch 1629 | loss: 0.031182 | val_loss: 0.0311798 | Time: 1993.28 ms
[2022-04-06 21:12:23 main:574] : INFO : Epoch 1630 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 1912.89 ms
[2022-04-06 21:12:25 main:574] : INFO : Epoch 1631 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1834.8 ms
[2022-04-06 21:12:27 main:574] : INFO : Epoch 1632 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1796.37 ms
[2022-04-06 21:12:29 main:574] : INFO : Epoch 1633 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1801.1 ms
[2022-04-06 21:12:31 main:574] : INFO : Epoch 1634 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 1811.82 ms
[2022-04-06 21:12:32 main:574] : INFO : Epoch 1635 | loss: 0.031182 | val_loss: 0.0311814 | Time: 1789.36 ms
[2022-04-06 21:12:34 main:574] : INFO : Epoch 1636 | loss: 0.0311842 | val_loss: 0.0311847 | Time: 1822.98 ms
[2022-04-06 21:12:36 main:574] : INFO : Epoch 1637 | loss: 0.0311843 | val_loss: 0.0311933 | Time: 1803.74 ms
[2022-04-06 21:12:38 main:574] : INFO : Epoch 1638 | loss: 0.031187 | val_loss: 0.0311806 | Time: 1804.95 ms
[2022-04-06 21:12:40 main:574] : INFO : Epoch 1639 | loss: 0.031185 | val_loss: 0.031186 | Time: 1810.88 ms
[2022-04-06 21:12:41 main:574] : INFO : Epoch 1640 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 1812.24 ms
[2022-04-06 21:12:43 main:574] : INFO : Epoch 1641 | loss: 0.0311811 | val_loss: 0.0311817 | Time: 1801.47 ms
[2022-04-06 21:12:45 main:574] : INFO : Epoch 1642 | loss: 0.0311819 | val_loss: 0.0311866 | Time: 1797.19 ms
[2022-04-06 21:12:47 main:574] : INFO : Epoch 1643 | loss: 0.0311845 | val_loss: 0.031186 | Time: 1795.31 ms
[2022-04-06 21:12:49 main:574] : INFO : Epoch 1644 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 1805.73 ms
[2022-04-06 21:12:51 main:574] : INFO : Epoch 1645 | loss: 0.0311849 | val_loss: 0.0311809 | Time: 1861.03 ms
[2022-04-06 21:12:52 main:574] : INFO : Epoch 1646 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1815.57 ms
[2022-04-06 21:12:54 main:574] : INFO : Epoch 1647 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 1795.4 ms
[2022-04-06 21:12:56 main:574] : INFO : Epoch 1648 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1812.34 ms
[2022-04-06 21:12:58 main:574] : INFO : Epoch 1649 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 1805.71 ms
[2022-04-06 21:13:00 main:574] : INFO : Epoch 1650 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 1810.07 ms
[2022-04-06 21:13:02 main:574] : INFO : Epoch 1651 | loss: 0.0311834 | val_loss: 0.031183 | Time: 1844.53 ms
[2022-04-06 21:13:03 main:574] : INFO : Epoch 1652 | loss: 0.0311841 | val_loss: 0.03119 | Time: 1807.41 ms
[2022-04-06 21:13:05 main:574] : INFO : Epoch 1653 | loss: 0.0311871 | val_loss: 0.0311821 | Time: 1814.11 ms
[2022-04-06 21:13:07 main:574] : INFO : Epoch 1654 | loss: 0.0311847 | val_loss: 0.0311814 | Time: 1801.37 ms
[2022-04-06 21:13:09 main:574] : INFO : Epoch 1655 | loss: 0.0311828 | val_loss: 0.0311812 | Time: 1788.86 ms
[2022-04-06 21:13:11 main:574] : INFO : Epoch 1656 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1821.44 ms
[2022-04-06 21:13:12 main:574] : INFO : Epoch 1657 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1825.92 ms
[2022-04-06 21:13:14 main:574] : INFO : Epoch 1658 | loss: 0.0311827 | val_loss: 0.031181 | Time: 1797.8 ms
[2022-04-06 21:13:16 main:574] : INFO : Epoch 1659 | loss: 0.031185 | val_loss: 0.0311826 | Time: 1783.53 ms
[2022-04-06 21:13:18 main:574] : INFO : Epoch 1660 | loss: 0.0311829 | val_loss: 0.0311917 | Time: 1765.39 ms
[2022-04-06 21:13:20 main:574] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.0311839 | Time: 1816.92 ms
[2022-04-06 21:13:22 main:574] : INFO : Epoch 1662 | loss: 0.031185 | val_loss: 0.0311852 | Time: 2019.42 ms
[2022-04-06 21:13:24 main:574] : INFO : Epoch 1663 | loss: 0.0311883 | val_loss: 0.0311825 | Time: 2005.44 ms
[2022-04-06 21:13:26 main:574] : INFO : Epoch 1664 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 1978.29 ms
[2022-04-06 21:13:27 main:574] : INFO : Epoch 1665 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 1795.15 ms
[2022-04-06 21:13:29 main:574] : INFO : Epoch 1666 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 1832.5 ms
[2022-04-06 21:13:31 main:574] : INFO : Epoch 1667 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 1829.54 ms
[2022-04-06 21:13:33 main:574] : INFO : Epoch 1668 | loss: 0.0311844 | val_loss: 0.0311809 | Time: 1795 ms
[2022-04-06 21:13:35 main:574] : INFO : Epoch 1669 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 1791.3 ms
[2022-04-06 21:13:37 main:574] : INFO : Epoch 1670 | loss: 0.0311826 | val_loss: 0.031181 | Time: 1804.52 ms
[2022-04-06 21:13:38 main:574] : INFO : Epoch 1671 | loss: 0.0311843 | val_loss: 0.0311823 | Time: 1780.42 ms
[2022-04-06 21:13:40 main:574] : INFO : Epoch 1672 | loss: 0.0311842 | val_loss: 0.031186 | Time: 1813.75 ms
[2022-04-06 21:13:42 main:574] : INFO : Epoch 1673 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 1817.03 ms
[2022-04-06 21:13:44 main:574] : INFO : Epoch 1674 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 1853.57 ms
[2022-04-06 21:13:46 main:574] : INFO : Epoch 1675 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 1822.77 ms
[2022-04-06 21:13:48 main:574] : INFO : Epoch 1676 | loss: 0.031182 | val_loss: 0.0311808 | Time: 1862.19 ms
[2022-04-06 21:13:49 main:574] : INFO : Epoch 1677 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 1903.12 ms
[2022-04-06 21:13:51 main:574] : INFO : Epoch 1678 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 1811.88 ms
[2022-04-06 21:13:53 main:574] : INFO : Epoch 1679 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 2008.06 ms
[2022-04-06 21:13:55 main:574] : INFO : Epoch 1680 | loss: 0.0311826 | val_loss: 0.031184 | Time: 1945.29 ms
[2022-04-06 21:13:58 main:574] : INFO : Epoch 1681 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 2455.76 ms
[2022-04-06 21:14:00 main:574] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1851.21 ms
[2022-04-06 21:14:01 main:574] : INFO : Epoch 1683 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 1795.05 ms
[2022-04-06 21:14:03 main:574] : INFO : Epoch 1684 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 1795.41 ms
[2022-04-06 21:14:05 main:574] : INFO : Epoch 1685 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 1792.02 ms
[2022-04-06 21:14:07 main:574] : INFO : Epoch 1686 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 2021.28 ms
[2022-04-06 21:14:09 main:574] : INFO : Epoch 1687 | loss: 0.0311843 | val_loss: 0.0311847 | Time: 2000.35 ms
[2022-04-06 21:14:11 main:574] : INFO : Epoch 1688 | loss: 0.0311825 | val_loss: 0.031181 | Time: 1801.31 ms
[2022-04-06 21:14:13 main:574] : INFO : Epoch 1689 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 1793.08 ms
[2022-04-06 21:14:14 main:574] : INFO : Epoch 1690 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 1777.09 ms
[2022-04-06 21:14:16 main:574] : INFO : Epoch 1691 | loss: 0.0311823 | val_loss: 0.0311802 | Time: 1808.91 ms
[2022-04-06 21:14:18 main:574] : INFO : Epoch 1692 | loss: 0.0311846 | val_loss: 0.0311827 | Time: 1798.02 ms
[2022-04-06 21:14:20 main:574] : INFO : Epoch 1693 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 1835.48 ms
[2022-04-06 21:14:22 main:574] : INFO : Epoch 1694 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 1810.42 ms
[2022-04-06 21:14:24 main:574] : INFO : Epoch 1695 | loss: 0.0311831 | val_loss: 0.031185 | Time: 1860.09 ms
[2022-04-06 21:14:26 main:574] : INFO : Epoch 1696 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 2068.01 ms
[2022-04-06 21:14:28 main:574] : INFO : Epoch 1697 | loss: 0.0311862 | val_loss: 0.0311816 | Time: 1838.1 ms
[2022-04-06 21:14:29 main:574] : INFO : Epoch 1698 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 1784.96 ms
[2022-04-06 21:14:31 main:574] : INFO : Epoch 1699 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2025.1 ms
[2022-04-06 21:14:34 main:574] : INFO : Epoch 1700 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 2965.47 ms
[2022-04-06 21:14:37 main:574] : INFO : Epoch 1701 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 3119.79 ms
[2022-04-06 21:14:39 main:574] : INFO : Epoch 1702 | loss: 0.0311829 | val_loss: 0.0311829 | Time: 1932.62 ms
[2022-04-06 21:14:41 main:574] : INFO : Epoch 1703 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 1883.14 ms
[2022-04-06 21:14:43 main:574] : INFO : Epoch 1704 | loss: 0.031181 | val_loss: 0.0311818 | Time: 1965.94 ms
[2022-04-06 21:14:45 main:574] : INFO : Epoch 1705 | loss: 0.0311869 | val_loss: 0.031193 | Time: 1894.98 ms
[2022-04-06 21:14:47 main:574] : INFO : Epoch 1706 | loss: 0.031191 | val_loss: 0.0311852 | Time: 2103.86 ms
[2022-04-06 21:14:49 main:574] : INFO : Epoch 1707 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2024.45 ms
[2022-04-06 21:14:51 main:574] : INFO : Epoch 1708 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 1833.07 ms
[2022-04-06 21:14:53 main:574] : INFO : Epoch 1709 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 1864.72 ms
[2022-04-06 21:14:55 main:574] : INFO : Epoch 1710 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 1810.59 ms
[2022-04-06 21:14:57 main:574] : INFO : Epoch 1711 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 1819.67 ms
[2022-04-06 21:14:59 main:574] : INFO : Epoch 1712 | loss: 0.0311837 | val_loss: 0.0311904 | Time: 1826.93 ms
[2022-04-06 21:15:00 main:574] : INFO : Epoch 1713 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 1829.16 ms
[2022-04-06 21:15:02 main:574] : INFO : Epoch 1714 | loss: 0.0311818 | val_loss: 0.0311811 | Time: 2028.32 ms
[2022-04-06 21:15:04 main:574] : INFO : Epoch 1715 | loss: 0.0311838 | val_loss: 0.0311817 | Time: 1921.84 ms
[2022-04-06 21:15:07 main:574] : INFO : Epoch 1716 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 2346.62 ms
[2022-04-06 21:15:09 main:574] : INFO : Epoch 1717 | loss: 0.0311864 | val_loss: 0.0311821 | Time: 1926.79 ms
[2022-04-06 21:15:10 main:574] : INFO : Epoch 1718 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 1845.1 ms
[2022-04-06 21:15:12 main:574] : INFO : Epoch 1719 | loss: 0.0311829 | val_loss: 0.0311812 | Time: 1812.63 ms
[2022-04-06 21:15:14 main:574] : INFO : Epoch 1720 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 1808.71 ms
[2022-04-06 21:15:16 main:574] : INFO : Epoch 1721 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 1837.87 ms
[2022-04-06 21:15:18 main:574] : INFO : Epoch 1722 | loss: 0.0311831 | val_loss: 0.0311808 | Time: 1838.39 ms
[2022-04-06 21:15:20 main:574] : INFO : Epoch 1723 | loss: 0.0311816 | val_loss: 0.031181 | Time: 2118.08 ms
[2022-04-06 21:15:22 main:574] : INFO : Epoch 1724 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 1780.61 ms
[2022-04-06 21:15:24 main:574] : INFO : Epoch 1725 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 1805.98 ms
[2022-04-06 21:15:25 main:574] : INFO : Epoch 1726 | loss: 0.0311827 | val_loss: 0.0311819 | Time: 1815.54 ms
[2022-04-06 21:15:27 main:574] : INFO : Epoch 1727 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1806.21 ms
[2022-04-06 21:15:29 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.031184 | Time: 1797.67 ms
[2022-04-06 21:15:31 main:574] : INFO : Epoch 1729 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 1798.15 ms
[2022-04-06 21:15:33 main:574] : INFO : Epoch 1730 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 1982.79 ms
[2022-04-06 21:15:36 main:574] : INFO : Epoch 1731 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 2883.18 ms
[2022-04-06 21:15:39 main:574] : INFO : Epoch 1732 | loss: 0.0311837 | val_loss: 0.0311894 | Time: 3060.66 ms
[2022-04-06 21:15:41 main:574] : INFO : Epoch 1733 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 1962.25 ms
[2022-04-06 21:15:43 main:574] : INFO : Epoch 1734 | loss: 0.0311849 | val_loss: 0.0311838 | Time: 1890.95 ms
[2022-04-06 21:15:45 main:574] : INFO : Epoch 1735 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 1950.69 ms
[2022-04-06 21:15:46 main:574] : INFO : Epoch 1736 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1855.52 ms
[2022-04-06 21:15:48 main:574] : INFO : Epoch 1737 | loss: 0.0311843 | val_loss: 0.031181 | Time: 1843.68 ms
[2022-04-06 21:15:50 main:574] : INFO : Epoch 1738 | loss: 0.0311832 | val_loss: 0.0311854 | Time: 2111.32 ms
[2022-04-06 21:15:52 main:574] : INFO : Epoch 1739 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 1868 ms
[2022-04-06 21:15:54 main:574] : INFO : Epoch 1740 | loss: 0.0311816 | val_loss: 0.0311805 | Time: 1800.46 ms
[2022-04-06 21:15:56 main:574] : INFO : Epoch 1741 | loss: 0.0311803 | val_loss: 0.031183 | Time: 1810.33 ms
[2022-04-06 21:15:58 main:574] : INFO : Epoch 1742 | loss: 0.0311829 | val_loss: 0.031187 | Time: 1813.39 ms
[2022-04-06 21:16:00 main:574] : INFO : Epoch 1743 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 1781.23 ms
[2022-04-06 21:16:01 main:574] : INFO : Epoch 1744 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 1815.42 ms
[2022-04-06 21:16:03 main:574] : INFO : Epoch 1745 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 2014.91 ms
[2022-04-06 21:16:05 main:574] : INFO : Epoch 1746 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 1814.78 ms
[2022-04-06 21:16:07 main:574] : INFO : Epoch 1747 | loss: 0.0311797 | val_loss: 0.031182 | Time: 1875.66 ms
[2022-04-06 21:16:09 main:574] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311876 | Time: 2382.51 ms
[2022-04-06 21:16:11 main:574] : INFO : Epoch 1749 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 1915.58 ms
[2022-04-06 21:16:13 main:574] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 1751.66 ms
[2022-04-06 21:16:15 main:574] : INFO : Epoch 1751 | loss: 0.031182 | val_loss: 0.0311822 | Time: 1765.4 ms
[2022-04-06 21:16:17 main:574] : INFO : Epoch 1752 | loss: 0.0311822 | val_loss: 0.0311915 | Time: 1766.1 ms
[2022-04-06 21:16:19 main:574] : INFO : Epoch 1753 | loss: 0.0311832 | val_loss: 0.0311807 | Time: 1796.54 ms
[2022-04-06 21:16:21 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.031182 | Time: 2009.39 ms
[2022-04-06 21:16:22 main:574] : INFO : Epoch 1755 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 1773.86 ms
[2022-04-06 21:16:24 main:574] : INFO : Epoch 1756 | loss: 0.031181 | val_loss: 0.0311808 | Time: 1750.87 ms
[2022-04-06 21:16:26 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1807.81 ms
[2022-04-06 21:16:28 main:574] : INFO : Epoch 1758 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 1761.53 ms
[2022-04-06 21:16:29 main:574] : INFO : Epoch 1759 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 1768.44 ms
[2022-04-06 21:16:31 main:574] : INFO : Epoch 1760 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 1792.64 ms
[2022-04-06 21:16:33 main:574] : INFO : Epoch 1761 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 1756.57 ms
[2022-04-06 21:16:35 main:574] : INFO : Epoch 1762 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1748.29 ms
[2022-04-06 21:16:37 main:574] : INFO : Epoch 1763 | loss: 0.0311848 | val_loss: 0.0311839 | Time: 1726.89 ms
[2022-04-06 21:16:38 main:574] : INFO : Epoch 1764 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1798.72 ms
[2022-04-06 21:16:40 main:574] : INFO : Epoch 1765 | loss: 0.031181 | val_loss: 0.0311807 | Time: 1802.33 ms
[2022-04-06 21:16:43 main:574] : INFO : Epoch 1766 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 2521.33 ms
[2022-04-06 21:16:44 main:574] : INFO : Epoch 1767 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1825.73 ms
[2022-04-06 21:16:46 main:574] : INFO : Epoch 1768 | loss: 0.03118 | val_loss: 0.0311803 | Time: 1818.19 ms
[2022-04-06 21:16:48 main:574] : INFO : Epoch 1769 | loss: 0.0311829 | val_loss: 0.0311912 | Time: 1747.28 ms
[2022-04-06 21:16:50 main:574] : INFO : Epoch 1770 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 1769.46 ms
[2022-04-06 21:16:52 main:574] : INFO : Epoch 1771 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 1754.85 ms
[2022-04-06 21:16:53 main:574] : INFO : Epoch 1772 | loss: 0.0311823 | val_loss: 0.0311825 | Time: 1776.38 ms
[2022-04-06 21:16:55 main:574] : INFO : Epoch 1773 | loss: 0.031182 | val_loss: 0.0311879 | Time: 1744.99 ms
[2022-04-06 21:16:57 main:574] : INFO : Epoch 1774 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 1778.91 ms
[2022-04-06 21:16:59 main:574] : INFO : Epoch 1775 | loss: 0.0311837 | val_loss: 0.0311807 | Time: 1759.01 ms
[2022-04-06 21:17:00 main:574] : INFO : Epoch 1776 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 1764.47 ms
[2022-04-06 21:17:02 main:574] : INFO : Epoch 1777 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 1728.91 ms
[2022-04-06 21:17:04 main:574] : INFO : Epoch 1778 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 1765.46 ms
[2022-04-06 21:17:06 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 1733.43 ms
[2022-04-06 21:17:08 main:574] : INFO : Epoch 1780 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 1807.43 ms
[2022-04-06 21:17:10 main:574] : INFO : Epoch 1781 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 1876.3 ms
[2022-04-06 21:17:12 main:574] : INFO : Epoch 1782 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2044.57 ms
[2022-04-06 21:17:13 main:574] : INFO : Epoch 1783 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 1793.24 ms
[2022-04-06 21:17:15 main:574] : INFO : Epoch 1784 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 1971.32 ms
[2022-04-06 21:17:18 main:574] : INFO : Epoch 1785 | loss: 0.0311833 | val_loss: 0.0311886 | Time: 2864.26 ms
[2022-04-06 21:17:21 main:574] : INFO : Epoch 1786 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 3192.38 ms
[2022-04-06 21:17:23 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.03118 | Time: 1926.81 ms
[2022-04-06 21:17:25 main:574] : INFO : Epoch 1788 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1904.2 ms
[2022-04-06 21:17:27 main:574] : INFO : Epoch 1789 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 1930 ms
[2022-04-06 21:17:29 main:574] : INFO : Epoch 1790 | loss: 0.0311832 | val_loss: 0.0311802 | Time: 1889.95 ms
[2022-04-06 21:17:31 main:574] : INFO : Epoch 1791 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1859.69 ms
[2022-04-06 21:17:33 main:574] : INFO : Epoch 1792 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 1744.75 ms
[2022-04-06 21:17:35 main:574] : INFO : Epoch 1793 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 2248.35 ms
[2022-04-06 21:17:37 main:574] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311796 | Time: 1769.46 ms
[2022-04-06 21:17:39 main:574] : INFO : Epoch 1795 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 1763.93 ms
[2022-04-06 21:17:40 main:574] : INFO : Epoch 1796 | loss: 0.0311793 | val_loss: 0.03118 | Time: 1785.52 ms
[2022-04-06 21:17:42 main:574] : INFO : Epoch 1797 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 1776.85 ms
[2022-04-06 21:17:44 main:574] : INFO : Epoch 1798 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 1759.57 ms
[2022-04-06 21:17:46 main:574] : INFO : Epoch 1799 | loss: 0.0311818 | val_loss: 0.0311812 | Time: 1796.82 ms
[2022-04-06 21:17:48 main:574] : INFO : Epoch 1800 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1837.6 ms
[2022-04-06 21:17:50 main:574] : INFO : Epoch 1801 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 1976.69 ms
[2022-04-06 21:17:51 main:574] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1781.57 ms
[2022-04-06 21:17:53 main:574] : INFO : Epoch 1803 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1998.25 ms
[2022-04-06 21:17:55 main:574] : INFO : Epoch 1804 | loss: 0.0311792 | val_loss: 0.031179 | Time: 2156.26 ms
[2022-04-06 21:17:57 main:574] : INFO : Epoch 1805 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1853.71 ms
[2022-04-06 21:17:59 main:574] : INFO : Epoch 1806 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1751.79 ms
[2022-04-06 21:18:01 main:574] : INFO : Epoch 1807 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 1775.2 ms
[2022-04-06 21:18:03 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 1777.05 ms
[2022-04-06 21:18:05 main:574] : INFO : Epoch 1809 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 1946.28 ms
[2022-04-06 21:18:07 main:574] : INFO : Epoch 1810 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 1848.85 ms
[2022-04-06 21:18:08 main:574] : INFO : Epoch 1811 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 1837.16 ms
[2022-04-06 21:18:10 main:574] : INFO : Epoch 1812 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 1717.98 ms
[2022-04-06 21:18:12 main:574] : INFO : Epoch 1813 | loss: 0.03118 | val_loss: 0.0311787 | Time: 1759.86 ms
[2022-04-06 21:18:14 main:574] : INFO : Epoch 1814 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 1745.19 ms
[2022-04-06 21:18:15 main:574] : INFO : Epoch 1815 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 1742.26 ms
[2022-04-06 21:18:17 main:574] : INFO : Epoch 1816 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1765.16 ms
[2022-04-06 21:18:19 main:574] : INFO : Epoch 1817 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1759.45 ms
[2022-04-06 21:18:21 main:574] : INFO : Epoch 1818 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1776.29 ms
[2022-04-06 21:18:22 main:574] : INFO : Epoch 1819 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 1709.68 ms
[2022-04-06 21:18:24 main:574] : INFO : Epoch 1820 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 1756.06 ms
[2022-04-06 21:18:26 main:574] : INFO : Epoch 1821 | loss: 0.031182 | val_loss: 0.0311813 | Time: 1743.48 ms
[2022-04-06 21:18:28 main:574] : INFO : Epoch 1822 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 1773.57 ms
[2022-04-06 21:18:29 main:574] : INFO : Epoch 1823 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 1770.39 ms
[2022-04-06 21:18:31 main:574] : INFO : Epoch 1824 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1745.23 ms
[2022-04-06 21:18:33 main:574] : INFO : Epoch 1825 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 1760.11 ms
[2022-04-06 21:18:35 main:574] : INFO : Epoch 1826 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 1741.21 ms
[2022-04-06 21:18:37 main:574] : INFO : Epoch 1827 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 1761.22 ms
[2022-04-06 21:18:38 main:574] : INFO : Epoch 1828 | loss: 0.0311851 | val_loss: 0.0311798 | Time: 1746.16 ms
[2022-04-06 21:18:40 main:574] : INFO : Epoch 1829 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 1764.77 ms
[2022-04-06 21:18:42 main:574] : INFO : Epoch 1830 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 1749.59 ms
[2022-04-06 21:18:44 main:574] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311811 | Time: 1767.14 ms
[2022-04-06 21:18:45 main:574] : INFO : Epoch 1832 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1761.43 ms
[2022-04-06 21:18:47 main:574] : INFO : Epoch 1833 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 1737.43 ms
[2022-04-06 21:18:49 main:574] : INFO : Epoch 1834 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 1727 ms
[2022-04-06 21:18:51 main:574] : INFO : Epoch 1835 | loss: 0.0311845 | val_loss: 0.0311838 | Time: 1741.06 ms
[2022-04-06 21:18:52 main:574] : INFO : Epoch 1836 | loss: 0.031181 | val_loss: 0.0311795 | Time: 1795.72 ms
[2022-04-06 21:18:54 main:574] : INFO : Epoch 1837 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 1783.38 ms
[2022-04-06 21:18:56 main:574] : INFO : Epoch 1838 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 1739.98 ms
[2022-04-06 21:18:58 main:574] : INFO : Epoch 1839 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1807.72 ms
[2022-04-06 21:19:00 main:574] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311809 | Time: 1776.91 ms
[2022-04-06 21:19:01 main:574] : INFO : Epoch 1841 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 1745.28 ms
[2022-04-06 21:19:03 main:574] : INFO : Epoch 1842 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 1771.72 ms
[2022-04-06 21:19:05 main:574] : INFO : Epoch 1843 | loss: 0.0311814 | val_loss: 0.0311773 | Time: 1793.67 ms
[2022-04-06 21:19:07 main:574] : INFO : Epoch 1844 | loss: 0.0311831 | val_loss: 0.0311794 | Time: 1757 ms
[2022-04-06 21:19:08 main:574] : INFO : Epoch 1845 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1816.43 ms
[2022-04-06 21:19:10 main:574] : INFO : Epoch 1846 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 1814.86 ms
[2022-04-06 21:19:12 main:574] : INFO : Epoch 1847 | loss: 0.0311832 | val_loss: 0.0311801 | Time: 1749.36 ms
[2022-04-06 21:19:14 main:574] : INFO : Epoch 1848 | loss: 0.031183 | val_loss: 0.0311806 | Time: 1812.9 ms
[2022-04-06 21:19:17 main:574] : INFO : Epoch 1849 | loss: 0.0311854 | val_loss: 0.0311809 | Time: 2920.31 ms
[2022-04-06 21:19:20 main:574] : INFO : Epoch 1850 | loss: 0.0311861 | val_loss: 0.0311823 | Time: 3048.8 ms
[2022-04-06 21:19:22 main:574] : INFO : Epoch 1851 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 1941.64 ms
[2022-04-06 21:19:24 main:574] : INFO : Epoch 1852 | loss: 0.0311891 | val_loss: 0.031188 | Time: 1855.22 ms
[2022-04-06 21:19:26 main:574] : INFO : Epoch 1853 | loss: 0.031189 | val_loss: 0.0311888 | Time: 1886.22 ms
[2022-04-06 21:19:27 main:574] : INFO : Epoch 1854 | loss: 0.031188 | val_loss: 0.0311839 | Time: 1852.04 ms
[2022-04-06 21:19:29 main:574] : INFO : Epoch 1855 | loss: 0.0311868 | val_loss: 0.0311841 | Time: 1853.76 ms
[2022-04-06 21:19:31 main:574] : INFO : Epoch 1856 | loss: 0.0311846 | val_loss: 0.0311826 | Time: 2100.76 ms
[2022-04-06 21:19:33 main:574] : INFO : Epoch 1857 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 1815.47 ms
[2022-04-06 21:19:35 main:574] : INFO : Epoch 1858 | loss: 0.0311832 | val_loss: 0.031181 | Time: 1789.33 ms
[2022-04-06 21:19:37 main:574] : INFO : Epoch 1859 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 1815.81 ms
[2022-04-06 21:19:39 main:574] : INFO : Epoch 1860 | loss: 0.0311834 | val_loss: 0.0311792 | Time: 1791.34 ms
[2022-04-06 21:19:40 main:574] : INFO : Epoch 1861 | loss: 0.0311826 | val_loss: 0.031179 | Time: 1797.98 ms
[2022-04-06 21:19:42 main:574] : INFO : Epoch 1862 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 1813.32 ms
[2022-04-06 21:19:44 main:574] : INFO : Epoch 1863 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1826.95 ms
[2022-04-06 21:19:46 main:574] : INFO : Epoch 1864 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1838.66 ms
[2022-04-06 21:19:48 main:574] : INFO : Epoch 1865 | loss: 0.0311849 | val_loss: 0.0311847 | Time: 1814.84 ms
[2022-04-06 21:19:50 main:574] : INFO : Epoch 1866 | loss: 0.0311831 | val_loss: 0.0311794 | Time: 1814.72 ms
[2022-04-06 21:19:52 main:574] : INFO : Epoch 1867 | loss: 0.0311829 | val_loss: 0.0311805 | Time: 1978.74 ms
[2022-04-06 21:19:53 main:574] : INFO : Epoch 1868 | loss: 0.0311833 | val_loss: 0.0311788 | Time: 1840.79 ms
[2022-04-06 21:19:56 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 2076.19 ms
[2022-04-06 21:19:57 main:574] : INFO : Epoch 1870 | loss: 0.0311821 | val_loss: 0.0311803 | Time: 1789.54 ms
[2022-04-06 21:19:59 main:574] : INFO : Epoch 1871 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1752.67 ms
[2022-04-06 21:20:01 main:574] : INFO : Epoch 1872 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 1753.66 ms
[2022-04-06 21:20:03 main:574] : INFO : Epoch 1873 | loss: 0.0311852 | val_loss: 0.0311818 | Time: 1753.98 ms
[2022-04-06 21:20:04 main:574] : INFO : Epoch 1874 | loss: 0.0311833 | val_loss: 0.0311794 | Time: 1741.03 ms
[2022-04-06 21:20:06 main:574] : INFO : Epoch 1875 | loss: 0.0311822 | val_loss: 0.03118 | Time: 1732.49 ms
[2022-04-06 21:20:08 main:574] : INFO : Epoch 1876 | loss: 0.0311831 | val_loss: 0.0311785 | Time: 1808.63 ms
[2022-04-06 21:20:10 main:574] : INFO : Epoch 1877 | loss: 0.0311825 | val_loss: 0.0311797 | Time: 1910.66 ms
[2022-04-06 21:20:13 main:574] : INFO : Epoch 1878 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 2830.32 ms
[2022-04-06 21:20:15 main:574] : INFO : Epoch 1879 | loss: 0.0311818 | val_loss: 0.0311779 | Time: 2279.44 ms
[2022-04-06 21:20:17 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 1875.41 ms
[2022-04-06 21:20:19 main:574] : INFO : Epoch 1881 | loss: 0.0311827 | val_loss: 0.0311792 | Time: 1842.14 ms
[2022-04-06 21:20:21 main:574] : INFO : Epoch 1882 | loss: 0.0311815 | val_loss: 0.0311784 | Time: 1972.17 ms
[2022-04-06 21:20:23 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 1851.92 ms
[2022-04-06 21:20:24 main:574] : INFO : Epoch 1884 | loss: 0.0311814 | val_loss: 0.0311784 | Time: 1806.86 ms
[2022-04-06 21:20:26 main:574] : INFO : Epoch 1885 | loss: 0.0311823 | val_loss: 0.0311794 | Time: 1963.46 ms
[2022-04-06 21:20:29 main:574] : INFO : Epoch 1886 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 2355.85 ms
[2022-04-06 21:20:31 main:574] : INFO : Epoch 1887 | loss: 0.0311828 | val_loss: 0.031179 | Time: 2562.24 ms
[2022-04-06 21:20:33 main:574] : INFO : Epoch 1888 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 1752.48 ms
[2022-04-06 21:20:35 main:574] : INFO : Epoch 1889 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 1808.24 ms
[2022-04-06 21:20:37 main:574] : INFO : Epoch 1890 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 1776.98 ms
[2022-04-06 21:20:38 main:574] : INFO : Epoch 1891 | loss: 0.0311811 | val_loss: 0.0311777 | Time: 1786.51 ms
[2022-04-06 21:20:40 main:574] : INFO : Epoch 1892 | loss: 0.0311813 | val_loss: 0.0311769 | Time: 1797 ms
[2022-04-06 21:20:42 main:574] : INFO : Epoch 1893 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 1801.93 ms
[2022-04-06 21:20:44 main:574] : INFO : Epoch 1894 | loss: 0.031182 | val_loss: 0.0311793 | Time: 1798.66 ms
[2022-04-06 21:20:46 main:574] : INFO : Epoch 1895 | loss: 0.0311812 | val_loss: 0.0311792 | Time: 1808.34 ms
[2022-04-06 21:20:47 main:574] : INFO : Epoch 1896 | loss: 0.0311805 | val_loss: 0.0311788 | Time: 1752.9 ms
[2022-04-06 21:20:49 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 1750.34 ms
[2022-04-06 21:20:51 main:574] : INFO : Epoch 1898 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 1748.75 ms
[2022-04-06 21:20:53 main:574] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.0311818 | Time: 1756.84 ms
[2022-04-06 21:20:54 main:574] : INFO : Epoch 1900 | loss: 0.0311811 | val_loss: 0.031178 | Time: 1761.18 ms
[2022-04-06 21:20:56 main:574] : INFO : Epoch 1901 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 1773.17 ms
[2022-04-06 21:20:58 main:574] : INFO : Epoch 1902 | loss: 0.0311821 | val_loss: 0.031181 | Time: 1762.72 ms
[2022-04-06 21:21:00 main:574] : INFO : Epoch 1903 | loss: 0.031181 | val_loss: 0.0311825 | Time: 1762.5 ms
[2022-04-06 21:21:02 main:574] : INFO : Epoch 1904 | loss: 0.0311815 | val_loss: 0.0311793 | Time: 1813.91 ms
[2022-04-06 21:21:03 main:574] : INFO : Epoch 1905 | loss: 0.0311799 | val_loss: 0.0311769 | Time: 1779.5 ms
[2022-04-06 21:21:05 main:574] : INFO : Epoch 1906 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 1743.74 ms
[2022-04-06 21:21:07 main:574] : INFO : Epoch 1907 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 1962.51 ms
[2022-04-06 21:21:09 main:574] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.031177 | Time: 1814.01 ms
[2022-04-06 21:21:11 main:574] : INFO : Epoch 1909 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 2162.55 ms
[2022-04-06 21:21:13 main:574] : INFO : Epoch 1910 | loss: 0.0311801 | val_loss: 0.0311765 | Time: 1797.16 ms
[2022-04-06 21:21:15 main:574] : INFO : Epoch 1911 | loss: 0.0311808 | val_loss: 0.0311767 | Time: 1879.23 ms
[2022-04-06 21:21:17 main:574] : INFO : Epoch 1912 | loss: 0.0311804 | val_loss: 0.0311769 | Time: 1892.41 ms
[2022-04-06 21:21:19 main:574] : INFO : Epoch 1913 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 1799.17 ms
[2022-04-06 21:21:20 main:574] : INFO : Epoch 1914 | loss: 0.0311811 | val_loss: 0.0311777 | Time: 1861.6 ms
[2022-04-06 21:21:22 main:574] : INFO : Epoch 1915 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 1790.77 ms
[2022-04-06 21:21:24 main:574] : INFO : Epoch 1916 | loss: 0.0311815 | val_loss: 0.0311758 | Time: 1780.74 ms
[2022-04-06 21:21:26 main:574] : INFO : Epoch 1917 | loss: 0.0311795 | val_loss: 0.0311763 | Time: 1786.49 ms
[2022-04-06 21:21:28 main:574] : INFO : Epoch 1918 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 1789.37 ms
[2022-04-06 21:21:29 main:574] : INFO : Epoch 1919 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 1800.37 ms
[2022-04-06 21:21:31 main:574] : INFO : Epoch 1920 | loss: 0.0311802 | val_loss: 0.0311766 | Time: 1801.36 ms
[2022-04-06 21:21:33 main:574] : INFO : Epoch 1921 | loss: 0.0311791 | val_loss: 0.0311766 | Time: 1789.4 ms
[2022-04-06 21:21:35 main:574] : INFO : Epoch 1922 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 1846.77 ms
[2022-04-06 21:21:37 main:574] : INFO : Epoch 1923 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 1816.18 ms
[2022-04-06 21:21:39 main:574] : INFO : Epoch 1924 | loss: 0.0311834 | val_loss: 0.0311795 | Time: 2417.37 ms
[2022-04-06 21:21:41 main:574] : INFO : Epoch 1925 | loss: 0.0311822 | val_loss: 0.0311797 | Time: 2107.85 ms
[2022-04-06 21:21:43 main:574] : INFO : Epoch 1926 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 1753.92 ms
[2022-04-06 21:21:45 main:574] : INFO : Epoch 1927 | loss: 0.0311825 | val_loss: 0.0311778 | Time: 1787.55 ms
[2022-04-06 21:21:47 main:574] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.0311771 | Time: 1765.65 ms
[2022-04-06 21:21:48 main:574] : INFO : Epoch 1929 | loss: 0.0311827 | val_loss: 0.0311783 | Time: 1812.35 ms
[2022-04-06 21:21:50 main:574] : INFO : Epoch 1930 | loss: 0.0311862 | val_loss: 0.031192 | Time: 1803.97 ms
[2022-04-06 21:21:52 main:574] : INFO : Epoch 1931 | loss: 0.0311836 | val_loss: 0.0311799 | Time: 1829.82 ms
[2022-04-06 21:21:54 main:574] : INFO : Epoch 1932 | loss: 0.0311821 | val_loss: 0.0311774 | Time: 1844.74 ms
[2022-04-06 21:21:56 main:574] : INFO : Epoch 1933 | loss: 0.0311813 | val_loss: 0.0311781 | Time: 1970.5 ms
[2022-04-06 21:21:58 main:574] : INFO : Epoch 1934 | loss: 0.0311798 | val_loss: 0.0311762 | Time: 1947.83 ms
[2022-04-06 21:22:00 main:574] : INFO : Epoch 1935 | loss: 0.031181 | val_loss: 0.0311772 | Time: 2069.29 ms
[2022-04-06 21:22:02 main:574] : INFO : Epoch 1936 | loss: 0.0311798 | val_loss: 0.0311767 | Time: 2322.42 ms
[2022-04-06 21:22:04 main:574] : INFO : Epoch 1937 | loss: 0.0311792 | val_loss: 0.0311763 | Time: 2212.68 ms
[2022-04-06 21:22:06 main:574] : INFO : Epoch 1938 | loss: 0.031179 | val_loss: 0.0311767 | Time: 1989.66 ms
[2022-04-06 21:22:08 main:574] : INFO : Epoch 1939 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 1955 ms
[2022-04-06 21:22:10 main:574] : INFO : Epoch 1940 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 1862.85 ms
[2022-04-06 21:22:12 main:574] : INFO : Epoch 1941 | loss: 0.031179 | val_loss: 0.0311769 | Time: 1802.41 ms
[2022-04-06 21:22:14 main:574] : INFO : Epoch 1942 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1803.55 ms
[2022-04-06 21:22:16 main:574] : INFO : Epoch 1943 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 1795.48 ms
[2022-04-06 21:22:18 main:574] : INFO : Epoch 1944 | loss: 0.0311804 | val_loss: 0.031179 | Time: 1828.19 ms
[2022-04-06 21:22:19 main:574] : INFO : Epoch 1945 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1851.63 ms
[2022-04-06 21:22:22 main:574] : INFO : Epoch 1946 | loss: 0.0311885 | val_loss: 0.0311803 | Time: 2549.87 ms
[2022-04-06 21:22:24 main:574] : INFO : Epoch 1947 | loss: 0.0311857 | val_loss: 0.0311802 | Time: 1930.08 ms
[2022-04-06 21:22:26 main:574] : INFO : Epoch 1948 | loss: 0.031184 | val_loss: 0.0311812 | Time: 1847.87 ms
[2022-04-06 21:22:28 main:574] : INFO : Epoch 1949 | loss: 0.0311834 | val_loss: 0.0311791 | Time: 1863.34 ms
[2022-04-06 21:22:30 main:574] : INFO : Epoch 1950 | loss: 0.0311831 | val_loss: 0.0311818 | Time: 1881.64 ms
[2022-04-06 21:22:31 main:574] : INFO : Epoch 1951 | loss: 0.0311828 | val_loss: 0.0311805 | Time: 1775.94 ms
[2022-04-06 21:22:33 main:574] : INFO : Epoch 1952 | loss: 0.0311848 | val_loss: 0.0311803 | Time: 1951.73 ms
[2022-04-06 21:22:35 main:574] : INFO : Epoch 1953 | loss: 0.0311832 | val_loss: 0.03118 | Time: 1817.31 ms
[2022-04-06 21:22:37 main:574] : INFO : Epoch 1954 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 2172.02 ms
[2022-04-06 21:22:39 main:574] : INFO : Epoch 1955 | loss: 0.0311827 | val_loss: 0.0311791 | Time: 1862.36 ms
[2022-04-06 21:22:41 main:574] : INFO : Epoch 1956 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 1758.35 ms
[2022-04-06 21:22:43 main:574] : INFO : Epoch 1957 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 1759.23 ms
[2022-04-06 21:22:44 main:574] : INFO : Epoch 1958 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 1756.49 ms
[2022-04-06 21:22:46 main:574] : INFO : Epoch 1959 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 1740.15 ms
[2022-04-06 21:22:48 main:574] : INFO : Epoch 1960 | loss: 0.0311829 | val_loss: 0.031178 | Time: 1734.05 ms
[2022-04-06 21:22:50 main:574] : INFO : Epoch 1961 | loss: 0.0311825 | val_loss: 0.031181 | Time: 1787.14 ms
[2022-04-06 21:22:52 main:574] : INFO : Epoch 1962 | loss: 0.0311845 | val_loss: 0.0311796 | Time: 1794.37 ms
[2022-04-06 21:22:54 main:574] : INFO : Epoch 1963 | loss: 0.0311857 | val_loss: 0.031182 | Time: 2009.22 ms
[2022-04-06 21:22:55 main:574] : INFO : Epoch 1964 | loss: 0.0311879 | val_loss: 0.0311825 | Time: 1793.43 ms
[2022-04-06 21:22:57 main:574] : INFO : Epoch 1965 | loss: 0.031186 | val_loss: 0.0311778 | Time: 1987.47 ms
[2022-04-06 21:23:00 main:574] : INFO : Epoch 1966 | loss: 0.031184 | val_loss: 0.0311798 | Time: 2787.98 ms
[2022-04-06 21:23:02 main:574] : INFO : Epoch 1967 | loss: 0.0311828 | val_loss: 0.0311783 | Time: 2254.76 ms
[2022-04-06 21:23:04 main:574] : INFO : Epoch 1968 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 1842.8 ms
[2022-04-06 21:23:06 main:574] : INFO : Epoch 1969 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 1794.99 ms
[2022-04-06 21:23:08 main:574] : INFO : Epoch 1970 | loss: 0.0311827 | val_loss: 0.031179 | Time: 1798.27 ms
[2022-04-06 21:23:10 main:574] : INFO : Epoch 1971 | loss: 0.0311869 | val_loss: 0.031183 | Time: 1979.96 ms
[2022-04-06 21:23:12 main:574] : INFO : Epoch 1972 | loss: 0.0311821 | val_loss: 0.0311791 | Time: 1803.1 ms
[2022-04-06 21:23:13 main:574] : INFO : Epoch 1973 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 1735.23 ms
[2022-04-06 21:23:15 main:574] : INFO : Epoch 1974 | loss: 0.0311825 | val_loss: 0.0311783 | Time: 1805.85 ms
[2022-04-06 21:23:17 main:574] : INFO : Epoch 1975 | loss: 0.0311817 | val_loss: 0.0311777 | Time: 1774.86 ms
[2022-04-06 21:23:19 main:574] : INFO : Epoch 1976 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 1871.38 ms
[2022-04-06 21:23:21 main:574] : INFO : Epoch 1977 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 1814.18 ms
[2022-04-06 21:23:23 main:574] : INFO : Epoch 1978 | loss: 0.031183 | val_loss: 0.0311802 | Time: 1818.59 ms
[2022-04-06 21:23:24 main:574] : INFO : Epoch 1979 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 1821.73 ms
[2022-04-06 21:23:26 main:574] : INFO : Epoch 1980 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 1777.86 ms
[2022-04-06 21:23:28 main:574] : INFO : Epoch 1981 | loss: 0.0311816 | val_loss: 0.0311815 | Time: 1774.82 ms
[2022-04-06 21:23:30 main:574] : INFO : Epoch 1982 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 1762.67 ms
[2022-04-06 21:23:32 main:574] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1748.29 ms
[2022-04-06 21:23:33 main:574] : INFO : Epoch 1984 | loss: 0.031182 | val_loss: 0.0311786 | Time: 1775.31 ms
[2022-04-06 21:23:35 main:574] : INFO : Epoch 1985 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 1918.44 ms
[2022-04-06 21:23:37 main:574] : INFO : Epoch 1986 | loss: 0.0311808 | val_loss: 0.0311777 | Time: 1833.33 ms
[2022-04-06 21:23:39 main:574] : INFO : Epoch 1987 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 1802.28 ms
[2022-04-06 21:23:41 main:574] : INFO : Epoch 1988 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 1818.22 ms
[2022-04-06 21:23:43 main:574] : INFO : Epoch 1989 | loss: 0.0311815 | val_loss: 0.0311781 | Time: 1892.23 ms
[2022-04-06 21:23:44 main:574] : INFO : Epoch 1990 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 1784.54 ms
[2022-04-06 21:23:46 main:574] : INFO : Epoch 1991 | loss: 0.031182 | val_loss: 0.0311819 | Time: 1958.01 ms
[2022-04-06 21:23:48 main:574] : INFO : Epoch 1992 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 1742.79 ms
[2022-04-06 21:23:50 main:574] : INFO : Epoch 1993 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1793.43 ms
[2022-04-06 21:23:52 main:574] : INFO : Epoch 1994 | loss: 0.031181 | val_loss: 0.0311785 | Time: 1854.22 ms
[2022-04-06 21:23:54 main:574] : INFO : Epoch 1995 | loss: 0.0311807 | val_loss: 0.0311773 | Time: 2338.81 ms
[2022-04-06 21:23:56 main:574] : INFO : Epoch 1996 | loss: 0.0311805 | val_loss: 0.0311773 | Time: 1903.7 ms
[2022-04-06 21:23:58 main:574] : INFO : Epoch 1997 | loss: 0.0311808 | val_loss: 0.031178 | Time: 1799.43 ms
[2022-04-06 21:24:00 main:574] : INFO : Epoch 1998 | loss: 0.03118 | val_loss: 0.0311776 | Time: 1784.69 ms
[2022-04-06 21:24:02 main:574] : INFO : Epoch 1999 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 1814.78 ms
[2022-04-06 21:24:03 main:574] : INFO : Epoch 2000 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 1775.71 ms
[2022-04-06 21:24:05 main:574] : INFO : Epoch 2001 | loss: 0.0311857 | val_loss: 0.0311792 | Time: 1757.52 ms
[2022-04-06 21:24:07 main:574] : INFO : Epoch 2002 | loss: 0.0311904 | val_loss: 0.0312232 | Time: 1782.81 ms
[2022-04-06 21:24:09 main:574] : INFO : Epoch 2003 | loss: 0.0383612 | val_loss: 0.103311 | Time: 1764.32 ms
[2022-04-06 21:24:10 main:574] : INFO : Epoch 2004 | loss: 0.0405118 | val_loss: 0.0321911 | Time: 1783.31 ms
[2022-04-06 21:24:12 main:574] : INFO : Epoch 2005 | loss: 0.0320205 | val_loss: 0.0316094 | Time: 1748.91 ms
[2022-04-06 21:24:14 main:574] : INFO : Epoch 2006 | loss: 0.0313973 | val_loss: 0.0312998 | Time: 1728.23 ms
[2022-04-06 21:24:16 main:574] : INFO : Epoch 2007 | loss: 0.0312832 | val_loss: 0.0312651 | Time: 1745.93 ms
[2022-04-06 21:24:17 main:574] : INFO : Epoch 2008 | loss: 0.0312616 | val_loss: 0.0312588 | Time: 1726.78 ms
[2022-04-06 21:24:19 main:574] : INFO : Epoch 2009 | loss: 0.0312556 | val_loss: 0.031254 | Time: 1814.75 ms
[2022-04-06 21:24:21 main:574] : INFO : Epoch 2010 | loss: 0.0312529 | val_loss: 0.0312518 | Time: 1897.71 ms
[2022-04-06 21:24:23 main:574] : INFO : Epoch 2011 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1961.86 ms
[2022-04-06 21:24:25 main:574] : INFO : Epoch 2012 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1812.32 ms
[2022-04-06 21:24:27 main:574] : INFO : Epoch 2013 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1910.52 ms
[2022-04-06 21:24:29 main:574] : INFO : Epoch 2014 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 1981.17 ms
[2022-04-06 21:24:31 main:574] : INFO : Epoch 2015 | loss: 0.0312442 | val_loss: 0.0312422 | Time: 1984.97 ms
[2022-04-06 21:24:33 main:574] : INFO : Epoch 2016 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 1989.03 ms
[2022-04-06 21:24:35 main:574] : INFO : Epoch 2017 | loss: 0.0312407 | val_loss: 0.0312384 | Time: 1953.39 ms
[2022-04-06 21:24:37 main:574] : INFO : Epoch 2018 | loss: 0.0312382 | val_loss: 0.0312342 | Time: 2008.21 ms
[2022-04-06 21:24:39 main:574] : INFO : Epoch 2019 | loss: 0.0312305 | val_loss: 0.0312247 | Time: 1987.81 ms
[2022-04-06 21:24:41 main:574] : INFO : Epoch 2020 | loss: 0.0312246 | val_loss: 0.0312203 | Time: 1979.12 ms
[2022-04-06 21:24:43 main:574] : INFO : Epoch 2021 | loss: 0.0312209 | val_loss: 0.0312174 | Time: 2045.14 ms
[2022-04-06 21:24:45 main:574] : INFO : Epoch 2022 | loss: 0.0312184 | val_loss: 0.0312169 | Time: 1786.58 ms
[2022-04-06 21:24:47 main:574] : INFO : Epoch 2023 | loss: 0.0312141 | val_loss: 0.0312074 | Time: 1806.55 ms
[2022-04-06 21:24:48 main:574] : INFO : Epoch 2024 | loss: 0.0312094 | val_loss: 0.0312047 | Time: 1737.86 ms
[2022-04-06 21:24:50 main:574] : INFO : Epoch 2025 | loss: 0.0312074 | val_loss: 0.0312034 | Time: 1786.67 ms
[2022-04-06 21:24:52 main:574] : INFO : Epoch 2026 | loss: 0.031206 | val_loss: 0.0312019 | Time: 1774.84 ms
[2022-04-06 21:24:54 main:574] : INFO : Epoch 2027 | loss: 0.0312054 | val_loss: 0.0312013 | Time: 1737.8 ms
[2022-04-06 21:24:55 main:574] : INFO : Epoch 2028 | loss: 0.0312046 | val_loss: 0.0312007 | Time: 1744.86 ms
[2022-04-06 21:24:57 main:574] : INFO : Epoch 2029 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 1790.39 ms
[2022-04-06 21:24:59 main:574] : INFO : Epoch 2030 | loss: 0.0312048 | val_loss: 0.0312003 | Time: 1749.34 ms
[2022-04-06 21:25:01 main:574] : INFO : Epoch 2031 | loss: 0.0312054 | val_loss: 0.0311998 | Time: 1969.21 ms
[2022-04-06 21:25:03 main:574] : INFO : Epoch 2032 | loss: 0.0312053 | val_loss: 0.0312018 | Time: 2014.05 ms
[2022-04-06 21:25:05 main:574] : INFO : Epoch 2033 | loss: 0.0312053 | val_loss: 0.0312004 | Time: 2011.46 ms
[2022-04-06 21:25:07 main:574] : INFO : Epoch 2034 | loss: 0.0312033 | val_loss: 0.0312001 | Time: 2029.94 ms
[2022-04-06 21:25:09 main:574] : INFO : Epoch 2035 | loss: 0.0312044 | val_loss: 0.0312017 | Time: 1925.43 ms
[2022-04-06 21:25:11 main:574] : INFO : Epoch 2036 | loss: 0.0312043 | val_loss: 0.0312015 | Time: 1955.21 ms
[2022-04-06 21:25:13 main:574] : INFO : Epoch 2037 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 2060.09 ms
[2022-04-06 21:25:15 main:574] : INFO : Epoch 2038 | loss: 0.0312037 | val_loss: 0.0311998 | Time: 1963.22 ms
[2022-04-06 21:25:17 main:574] : INFO : Epoch 2039 | loss: 0.0312022 | val_loss: 0.0311979 | Time: 1963.43 ms
[2022-04-06 21:25:19 main:574] : INFO : Epoch 2040 | loss: 0.0311991 | val_loss: 0.0311947 | Time: 2047.36 ms
[2022-04-06 21:25:21 main:574] : INFO : Epoch 2041 | loss: 0.0311969 | val_loss: 0.0311943 | Time: 1959.84 ms
[2022-04-06 21:25:23 main:574] : INFO : Epoch 2042 | loss: 0.0311979 | val_loss: 0.031195 | Time: 2021.62 ms
[2022-04-06 21:25:25 main:574] : INFO : Epoch 2043 | loss: 0.031197 | val_loss: 0.0311926 | Time: 1951.51 ms
[2022-04-06 21:25:27 main:574] : INFO : Epoch 2044 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 1951.41 ms
[2022-04-06 21:25:31 main:574] : INFO : Epoch 2045 | loss: 0.0311963 | val_loss: 0.0311907 | Time: 3468.7 ms
[2022-04-06 21:25:33 main:574] : INFO : Epoch 2046 | loss: 0.0311938 | val_loss: 0.0311894 | Time: 1938.41 ms
[2022-04-06 21:25:35 main:574] : INFO : Epoch 2047 | loss: 0.0311928 | val_loss: 0.0311878 | Time: 1986.27 ms
[2022-04-06 21:25:37 main:574] : INFO : Epoch 2048 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 2048.97 ms
[2022-04-06 21:25:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311878
[2022-04-06 21:25:37 main:603] : INFO : Saving end state to config to file
[2022-04-06 21:25:37 main:608] : INFO : Success, exiting..
21:25:37 (2580): 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)