Task 14621856
| Name | ParityModified-1647040137-26540-3-0_0 |
| Workunit | 11639365 |
| Created | 15 Apr 2022, 15:15:01 UTC |
| Sent | 15 Apr 2022, 15:15:05 UTC |
| Report deadline | 23 Apr 2022, 15:15:05 UTC |
| Received | 15 Apr 2022, 16:19:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 4 min 14 sec |
| CPU time | 1 hours 3 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 1880.51 ms
[2022-04-15 18:02:16 main:574] : INFO : Epoch 1543 | loss: 0.0311722 | val_loss: 0.0311862 | Time: 1861.77 ms
[2022-04-15 18:02:18 main:574] : INFO : Epoch 1544 | loss: 0.031174 | val_loss: 0.0311859 | Time: 1797.13 ms
[2022-04-15 18:02:20 main:574] : INFO : Epoch 1545 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 1830.31 ms
[2022-04-15 18:02:21 main:574] : INFO : Epoch 1546 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 1792.44 ms
[2022-04-15 18:02:23 main:574] : INFO : Epoch 1547 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 1817.98 ms
[2022-04-15 18:02:25 main:574] : INFO : Epoch 1548 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 1828.78 ms
[2022-04-15 18:02:27 main:574] : INFO : Epoch 1549 | loss: 0.0311797 | val_loss: 0.0311873 | Time: 1841 ms
[2022-04-15 18:02:29 main:574] : INFO : Epoch 1550 | loss: 0.0311805 | val_loss: 0.0311874 | Time: 1829.94 ms
[2022-04-15 18:02:31 main:574] : INFO : Epoch 1551 | loss: 0.0311825 | val_loss: 0.03119 | Time: 1809.86 ms
[2022-04-15 18:02:32 main:574] : INFO : Epoch 1552 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 1828.95 ms
[2022-04-15 18:02:34 main:574] : INFO : Epoch 1553 | loss: 0.0311829 | val_loss: 0.0311879 | Time: 1903.3 ms
[2022-04-15 18:02:36 main:574] : INFO : Epoch 1554 | loss: 0.0311804 | val_loss: 0.0311909 | Time: 1806.41 ms
[2022-04-15 18:02:38 main:574] : INFO : Epoch 1555 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 1836.08 ms
[2022-04-15 18:02:40 main:574] : INFO : Epoch 1556 | loss: 0.0311795 | val_loss: 0.031187 | Time: 1836.84 ms
[2022-04-15 18:02:42 main:574] : INFO : Epoch 1557 | loss: 0.0311793 | val_loss: 0.03119 | Time: 1832.3 ms
[2022-04-15 18:02:43 main:574] : INFO : Epoch 1558 | loss: 0.0311785 | val_loss: 0.031186 | Time: 1828.58 ms
[2022-04-15 18:02:45 main:574] : INFO : Epoch 1559 | loss: 0.0311778 | val_loss: 0.0311865 | Time: 1823.61 ms
[2022-04-15 18:02:47 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 1863.49 ms
[2022-04-15 18:02:49 main:574] : INFO : Epoch 1561 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 1830.41 ms
[2022-04-15 18:02:51 main:574] : INFO : Epoch 1562 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 1861.44 ms
[2022-04-15 18:02:53 main:574] : INFO : Epoch 1563 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 1906.99 ms
[2022-04-15 18:02:55 main:574] : INFO : Epoch 1564 | loss: 0.031176 | val_loss: 0.0311865 | Time: 2085.84 ms
[2022-04-15 18:02:57 main:574] : INFO : Epoch 1565 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 1821.69 ms
[2022-04-15 18:02:59 main:574] : INFO : Epoch 1566 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1866.63 ms
[2022-04-15 18:03:00 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 1846.22 ms
[2022-04-15 18:03:02 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 1868.74 ms
[2022-04-15 18:03:04 main:574] : INFO : Epoch 1569 | loss: 0.0311781 | val_loss: 0.0311878 | Time: 1842.73 ms
[2022-04-15 18:03:06 main:574] : INFO : Epoch 1570 | loss: 0.0311775 | val_loss: 0.0311878 | Time: 1813.98 ms
[2022-04-15 18:03:08 main:574] : INFO : Epoch 1571 | loss: 0.0311768 | val_loss: 0.0311877 | Time: 1855.53 ms
[2022-04-15 18:03:10 main:574] : INFO : Epoch 1572 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 1822.41 ms
[2022-04-15 18:03:12 main:574] : INFO : Epoch 1573 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 1833.9 ms
[2022-04-15 18:03:13 main:574] : INFO : Epoch 1574 | loss: 0.0311756 | val_loss: 0.0311861 | Time: 1829.42 ms
[2022-04-15 18:03:15 main:574] : INFO : Epoch 1575 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 1798.43 ms
[2022-04-15 18:03:17 main:574] : INFO : Epoch 1576 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 1916.84 ms
[2022-04-15 18:03:19 main:574] : INFO : Epoch 1577 | loss: 0.0311754 | val_loss: 0.0311877 | Time: 1859.69 ms
[2022-04-15 18:03:21 main:574] : INFO : Epoch 1578 | loss: 0.031176 | val_loss: 0.0311857 | Time: 1853.39 ms
[2022-04-15 18:03:23 main:574] : INFO : Epoch 1579 | loss: 0.0311755 | val_loss: 0.0311863 | Time: 1836.14 ms
[2022-04-15 18:03:25 main:574] : INFO : Epoch 1580 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 1833.79 ms
[2022-04-15 18:03:26 main:574] : INFO : Epoch 1581 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 1849.93 ms
[2022-04-15 18:03:28 main:574] : INFO : Epoch 1582 | loss: 0.0311757 | val_loss: 0.0311894 | Time: 1842.49 ms
[2022-04-15 18:03:30 main:574] : INFO : Epoch 1583 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 1825.93 ms
[2022-04-15 18:03:32 main:574] : INFO : Epoch 1584 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 1838.09 ms
[2022-04-15 18:03:34 main:574] : INFO : Epoch 1585 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 1927.74 ms
[2022-04-15 18:03:36 main:574] : INFO : Epoch 1586 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 1903.78 ms
[2022-04-15 18:03:38 main:574] : INFO : Epoch 1587 | loss: 0.0311731 | val_loss: 0.031186 | Time: 1939.17 ms
[2022-04-15 18:03:40 main:574] : INFO : Epoch 1588 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 2217.08 ms
[2022-04-15 18:03:42 main:574] : INFO : Epoch 1589 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 1727.15 ms
[2022-04-15 18:03:43 main:574] : INFO : Epoch 1590 | loss: 0.0311745 | val_loss: 0.031184 | Time: 1735.2 ms
[2022-04-15 18:03:45 main:574] : INFO : Epoch 1591 | loss: 0.0311766 | val_loss: 0.031186 | Time: 1852.8 ms
[2022-04-15 18:03:47 main:574] : INFO : Epoch 1592 | loss: 0.0311826 | val_loss: 0.0311864 | Time: 1843.04 ms
[2022-04-15 18:03:49 main:574] : INFO : Epoch 1593 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 1759.71 ms
[2022-04-15 18:03:51 main:574] : INFO : Epoch 1594 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 1731.69 ms
[2022-04-15 18:03:52 main:574] : INFO : Epoch 1595 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 1757.34 ms
[2022-04-15 18:03:54 main:574] : INFO : Epoch 1596 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1749.79 ms
[2022-04-15 18:03:56 main:574] : INFO : Epoch 1597 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 1815.54 ms
[2022-04-15 18:03:58 main:574] : INFO : Epoch 1598 | loss: 0.0311805 | val_loss: 0.0311882 | Time: 1811.06 ms
[2022-04-15 18:04:00 main:574] : INFO : Epoch 1599 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 1959.86 ms
[2022-04-15 18:04:02 main:574] : INFO : Epoch 1600 | loss: 0.03118 | val_loss: 0.031183 | Time: 1857.34 ms
[2022-04-15 18:04:04 main:574] : INFO : Epoch 1601 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2045.34 ms
[2022-04-15 18:04:05 main:574] : INFO : Epoch 1602 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 1750.81 ms
[2022-04-15 18:04:07 main:574] : INFO : Epoch 1603 | loss: 0.0311791 | val_loss: 0.031183 | Time: 1757.5 ms
[2022-04-15 18:04:09 main:574] : INFO : Epoch 1604 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1861 ms
[2022-04-15 18:04:11 main:574] : INFO : Epoch 1605 | loss: 0.0311783 | val_loss: 0.031182 | Time: 2041.8 ms
[2022-04-15 18:04:13 main:574] : INFO : Epoch 1606 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 1971.35 ms
[2022-04-15 18:04:15 main:574] : INFO : Epoch 1607 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 1943.91 ms
[2022-04-15 18:04:17 main:574] : INFO : Epoch 1608 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 1954.63 ms
[2022-04-15 18:04:19 main:574] : INFO : Epoch 1609 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 1976.42 ms
[2022-04-15 18:04:21 main:574] : INFO : Epoch 1610 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 1982.94 ms
[2022-04-15 18:04:23 main:574] : INFO : Epoch 1611 | loss: 0.03118 | val_loss: 0.0311871 | Time: 2028.27 ms
[2022-04-15 18:04:25 main:574] : INFO : Epoch 1612 | loss: 0.0311791 | val_loss: 0.0311862 | Time: 1968.67 ms
[2022-04-15 18:04:27 main:574] : INFO : Epoch 1613 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1986.26 ms
[2022-04-15 18:04:29 main:574] : INFO : Epoch 1614 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1983.84 ms
[2022-04-15 18:04:31 main:574] : INFO : Epoch 1615 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 1945.73 ms
[2022-04-15 18:04:33 main:574] : INFO : Epoch 1616 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1996.06 ms
[2022-04-15 18:04:35 main:574] : INFO : Epoch 1617 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 1952.94 ms
[2022-04-15 18:04:37 main:574] : INFO : Epoch 1618 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 1988.94 ms
[2022-04-15 18:04:39 main:574] : INFO : Epoch 1619 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1972.98 ms
[2022-04-15 18:04:41 main:574] : INFO : Epoch 1620 | loss: 0.031178 | val_loss: 0.0311823 | Time: 1857.84 ms
[2022-04-15 18:04:43 main:574] : INFO : Epoch 1621 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1792.29 ms
[2022-04-15 18:04:44 main:574] : INFO : Epoch 1622 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 1800.86 ms
[2022-04-15 18:04:46 main:574] : INFO : Epoch 1623 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 2055.55 ms
[2022-04-15 18:04:48 main:574] : INFO : Epoch 1624 | loss: 0.031176 | val_loss: 0.031181 | Time: 1849.3 ms
[2022-04-15 18:04:50 main:574] : INFO : Epoch 1625 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1801.3 ms
[2022-04-15 18:04:52 main:574] : INFO : Epoch 1626 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1967.36 ms
[2022-04-15 18:04:54 main:574] : INFO : Epoch 1627 | loss: 0.031175 | val_loss: 0.0311807 | Time: 2032.29 ms
[2022-04-15 18:04:56 main:574] : INFO : Epoch 1628 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2091.7 ms
[2022-04-15 18:04:58 main:574] : INFO : Epoch 1629 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2131.17 ms
[2022-04-15 18:05:00 main:574] : INFO : Epoch 1630 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 2096.61 ms
[2022-04-15 18:05:02 main:574] : INFO : Epoch 1631 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 1942.76 ms
[2022-04-15 18:05:04 main:574] : INFO : Epoch 1632 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 1937.69 ms
[2022-04-15 18:05:06 main:574] : INFO : Epoch 1633 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1951.73 ms
[2022-04-15 18:05:08 main:574] : INFO : Epoch 1634 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 1982.86 ms
[2022-04-15 18:05:10 main:574] : INFO : Epoch 1635 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 2049.01 ms
[2022-04-15 18:05:13 main:574] : INFO : Epoch 1636 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 2121.17 ms
[2022-04-15 18:05:15 main:574] : INFO : Epoch 1637 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 2056.39 ms
[2022-04-15 18:05:17 main:574] : INFO : Epoch 1638 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 2068.13 ms
[2022-04-15 18:05:19 main:574] : INFO : Epoch 1639 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 2068.06 ms
[2022-04-15 18:05:21 main:574] : INFO : Epoch 1640 | loss: 0.0311763 | val_loss: 0.031183 | Time: 2053.55 ms
[2022-04-15 18:05:23 main:574] : INFO : Epoch 1641 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 2052.3 ms
[2022-04-15 18:05:25 main:574] : INFO : Epoch 1642 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2062.23 ms
[2022-04-15 18:05:27 main:574] : INFO : Epoch 1643 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 2061.27 ms
[2022-04-15 18:05:29 main:574] : INFO : Epoch 1644 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 2074.22 ms
[2022-04-15 18:05:31 main:574] : INFO : Epoch 1645 | loss: 0.0311758 | val_loss: 0.0311859 | Time: 2059.39 ms
[2022-04-15 18:05:33 main:574] : INFO : Epoch 1646 | loss: 0.0311765 | val_loss: 0.0311923 | Time: 2089.68 ms
[2022-04-15 18:05:35 main:574] : INFO : Epoch 1647 | loss: 0.031178 | val_loss: 0.0311895 | Time: 2070.2 ms
[2022-04-15 18:05:37 main:574] : INFO : Epoch 1648 | loss: 0.0311744 | val_loss: 0.0311901 | Time: 2061.16 ms
[2022-04-15 18:05:39 main:574] : INFO : Epoch 1649 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 2056.23 ms
[2022-04-15 18:05:42 main:574] : INFO : Epoch 1650 | loss: 0.0311743 | val_loss: 0.0311877 | Time: 2054.36 ms
[2022-04-15 18:05:44 main:574] : INFO : Epoch 1651 | loss: 0.0311737 | val_loss: 0.0311881 | Time: 2060.03 ms
[2022-04-15 18:05:46 main:574] : INFO : Epoch 1652 | loss: 0.0311741 | val_loss: 0.0311897 | Time: 2060.15 ms
[2022-04-15 18:05:48 main:574] : INFO : Epoch 1653 | loss: 0.031174 | val_loss: 0.0311879 | Time: 2069.1 ms
[2022-04-15 18:05:50 main:574] : INFO : Epoch 1654 | loss: 0.0311774 | val_loss: 0.0311886 | Time: 2052.86 ms
[2022-04-15 18:05:52 main:574] : INFO : Epoch 1655 | loss: 0.031176 | val_loss: 0.031193 | Time: 2069.02 ms
[2022-04-15 18:05:54 main:574] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311941 | Time: 2065.04 ms
[2022-04-15 18:05:56 main:574] : INFO : Epoch 1657 | loss: 0.0311729 | val_loss: 0.0311907 | Time: 2049.06 ms
[2022-04-15 18:05:58 main:574] : INFO : Epoch 1658 | loss: 0.0311737 | val_loss: 0.0311891 | Time: 2045.97 ms
[2022-04-15 18:06:00 main:574] : INFO : Epoch 1659 | loss: 0.0311728 | val_loss: 0.0311884 | Time: 2058.19 ms
[2022-04-15 18:06:02 main:574] : INFO : Epoch 1660 | loss: 0.0311724 | val_loss: 0.0311878 | Time: 2040.85 ms
[2022-04-15 18:06:04 main:574] : INFO : Epoch 1661 | loss: 0.0311719 | val_loss: 0.031187 | Time: 2069.12 ms
[2022-04-15 18:06:06 main:574] : INFO : Epoch 1662 | loss: 0.0311719 | val_loss: 0.0311862 | Time: 2031.53 ms
[2022-04-15 18:06:08 main:574] : INFO : Epoch 1663 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 2041.53 ms
[2022-04-15 18:06:10 main:574] : INFO : Epoch 1664 | loss: 0.0311718 | val_loss: 0.0311936 | Time: 2051.81 ms
[2022-04-15 18:06:12 main:574] : INFO : Epoch 1665 | loss: 0.0311743 | val_loss: 0.0311871 | Time: 2068.26 ms
[2022-04-15 18:06:15 main:574] : INFO : Epoch 1666 | loss: 0.031172 | val_loss: 0.0311877 | Time: 2070.27 ms
[2022-04-15 18:06:17 main:574] : INFO : Epoch 1667 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 2034.33 ms
[2022-04-15 18:06:19 main:574] : INFO : Epoch 1668 | loss: 0.0311726 | val_loss: 0.0311919 | Time: 2067.86 ms
[2022-04-15 18:06:21 main:574] : INFO : Epoch 1669 | loss: 0.0311715 | val_loss: 0.031192 | Time: 2057.32 ms
[2022-04-15 18:06:23 main:574] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.031188 | Time: 2056.37 ms
[2022-04-15 18:06:25 main:574] : INFO : Epoch 1671 | loss: 0.0311718 | val_loss: 0.0311928 | Time: 2060.36 ms
[2022-04-15 18:06:27 main:574] : INFO : Epoch 1672 | loss: 0.0311739 | val_loss: 0.0311935 | Time: 2059.16 ms
[2022-04-15 18:06:29 main:574] : INFO : Epoch 1673 | loss: 0.0311741 | val_loss: 0.0311923 | Time: 2040.58 ms
[2022-04-15 18:06:31 main:574] : INFO : Epoch 1674 | loss: 0.0311736 | val_loss: 0.0311895 | Time: 2049.18 ms
[2022-04-15 18:06:33 main:574] : INFO : Epoch 1675 | loss: 0.0311728 | val_loss: 0.0311899 | Time: 2067.93 ms
[2022-04-15 18:06:35 main:574] : INFO : Epoch 1676 | loss: 0.0311738 | val_loss: 0.0311935 | Time: 2046.16 ms
[2022-04-15 18:06:37 main:574] : INFO : Epoch 1677 | loss: 0.0311753 | val_loss: 0.0311934 | Time: 2036.83 ms
[2022-04-15 18:06:39 main:574] : INFO : Epoch 1678 | loss: 0.0311736 | val_loss: 0.0311921 | Time: 2046.02 ms
[2022-04-15 18:06:41 main:574] : INFO : Epoch 1679 | loss: 0.0311727 | val_loss: 0.0311897 | Time: 2055.86 ms
[2022-04-15 18:06:43 main:574] : INFO : Epoch 1680 | loss: 0.0311713 | val_loss: 0.0311896 | Time: 2042.85 ms
[2022-04-15 18:06:45 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311884 | Time: 2043.78 ms
[2022-04-15 18:06:48 main:574] : INFO : Epoch 1682 | loss: 0.0311725 | val_loss: 0.0311889 | Time: 2047.12 ms
[2022-04-15 18:06:50 main:574] : INFO : Epoch 1683 | loss: 0.0311724 | val_loss: 0.0311883 | Time: 2058.19 ms
[2022-04-15 18:06:52 main:574] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311877 | Time: 2071.41 ms
[2022-04-15 18:06:54 main:574] : INFO : Epoch 1685 | loss: 0.0311718 | val_loss: 0.03119 | Time: 2042 ms
[2022-04-15 18:06:56 main:574] : INFO : Epoch 1686 | loss: 0.0311727 | val_loss: 0.0311849 | Time: 2066.6 ms
[2022-04-15 18:06:58 main:574] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311877 | Time: 2049.39 ms
[2022-04-15 18:07:00 main:574] : INFO : Epoch 1688 | loss: 0.0311716 | val_loss: 0.0311875 | Time: 2062.59 ms
[2022-04-15 18:07:02 main:574] : INFO : Epoch 1689 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 2060.11 ms
[2022-04-15 18:07:04 main:574] : INFO : Epoch 1690 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 2048.21 ms
[2022-04-15 18:07:06 main:574] : INFO : Epoch 1691 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 2046.75 ms
[2022-04-15 18:07:08 main:574] : INFO : Epoch 1692 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 2048.89 ms
[2022-04-15 18:07:10 main:574] : INFO : Epoch 1693 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 2069.93 ms
[2022-04-15 18:07:12 main:574] : INFO : Epoch 1694 | loss: 0.031173 | val_loss: 0.0311792 | Time: 2080.05 ms
[2022-04-15 18:07:14 main:574] : INFO : Epoch 1695 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 2053.69 ms
[2022-04-15 18:07:16 main:574] : INFO : Epoch 1696 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 2050.61 ms
[2022-04-15 18:07:18 main:574] : INFO : Epoch 1697 | loss: 0.031173 | val_loss: 0.0311836 | Time: 2048.63 ms
[2022-04-15 18:07:21 main:574] : INFO : Epoch 1698 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 2064.16 ms
[2022-04-15 18:07:23 main:574] : INFO : Epoch 1699 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2055.04 ms
[2022-04-15 18:07:25 main:574] : INFO : Epoch 1700 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 2056.8 ms
[2022-04-15 18:07:27 main:574] : INFO : Epoch 1701 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 2052.05 ms
[2022-04-15 18:07:29 main:574] : INFO : Epoch 1702 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 2056.33 ms
[2022-04-15 18:07:31 main:574] : INFO : Epoch 1703 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 2048.93 ms
[2022-04-15 18:07:33 main:574] : INFO : Epoch 1704 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 2045.43 ms
[2022-04-15 18:07:35 main:574] : INFO : Epoch 1705 | loss: 0.0311729 | val_loss: 0.031181 | Time: 2045.98 ms
[2022-04-15 18:07:37 main:574] : INFO : Epoch 1706 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 2070.32 ms
[2022-04-15 18:07:39 main:574] : INFO : Epoch 1707 | loss: 0.031173 | val_loss: 0.0311799 | Time: 2047.95 ms
[2022-04-15 18:07:41 main:574] : INFO : Epoch 1708 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 2070.14 ms
[2022-04-15 18:07:43 main:574] : INFO : Epoch 1709 | loss: 0.0311846 | val_loss: 0.0311846 | Time: 2087.68 ms
[2022-04-15 18:07:45 main:574] : INFO : Epoch 1710 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 2047.51 ms
[2022-04-15 18:07:47 main:574] : INFO : Epoch 1711 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 2043 ms
[2022-04-15 18:07:49 main:574] : INFO : Epoch 1712 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 2052.75 ms
[2022-04-15 18:07:52 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2052.59 ms
[2022-04-15 18:07:54 main:574] : INFO : Epoch 1714 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 2052.91 ms
[2022-04-15 18:07:56 main:574] : INFO : Epoch 1715 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 2041.49 ms
[2022-04-15 18:07:58 main:574] : INFO : Epoch 1716 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 2066.9 ms
[2022-04-15 18:08:00 main:574] : INFO : Epoch 1717 | loss: 0.031171 | val_loss: 0.0311789 | Time: 2050.9 ms
[2022-04-15 18:08:02 main:574] : INFO : Epoch 1718 | loss: 0.0311705 | val_loss: 0.03118 | Time: 2055.63 ms
[2022-04-15 18:08:04 main:574] : INFO : Epoch 1719 | loss: 0.0311712 | val_loss: 0.031179 | Time: 2056.11 ms
[2022-04-15 18:08:06 main:574] : INFO : Epoch 1720 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2040.57 ms
[2022-04-15 18:08:08 main:574] : INFO : Epoch 1721 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 2064.2 ms
[2022-04-15 18:08:10 main:574] : INFO : Epoch 1722 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 2049.73 ms
[2022-04-15 18:08:12 main:574] : INFO : Epoch 1723 | loss: 0.0311709 | val_loss: 0.0311828 | Time: 2063.07 ms
[2022-04-15 18:08:14 main:574] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 2053.18 ms
[2022-04-15 18:08:16 main:574] : INFO : Epoch 1725 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2050.67 ms
[2022-04-15 18:08:18 main:574] : INFO : Epoch 1726 | loss: 0.0311706 | val_loss: 0.0311925 | Time: 2077.77 ms
[2022-04-15 18:08:20 main:574] : INFO : Epoch 1727 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 2045.73 ms
[2022-04-15 18:08:22 main:574] : INFO : Epoch 1728 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 2054.13 ms
[2022-04-15 18:08:25 main:574] : INFO : Epoch 1729 | loss: 0.031172 | val_loss: 0.031179 | Time: 2035.68 ms
[2022-04-15 18:08:27 main:574] : INFO : Epoch 1730 | loss: 0.0311696 | val_loss: 0.0311817 | Time: 2044.06 ms
[2022-04-15 18:08:29 main:574] : INFO : Epoch 1731 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 2043.05 ms
[2022-04-15 18:08:31 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 2049.02 ms
[2022-04-15 18:08:33 main:574] : INFO : Epoch 1733 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 2059.81 ms
[2022-04-15 18:08:35 main:574] : INFO : Epoch 1734 | loss: 0.0311681 | val_loss: 0.0311813 | Time: 2051.24 ms
[2022-04-15 18:08:37 main:574] : INFO : Epoch 1735 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 2052.51 ms
[2022-04-15 18:08:39 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 2053.61 ms
[2022-04-15 18:08:41 main:574] : INFO : Epoch 1737 | loss: 0.031169 | val_loss: 0.0311835 | Time: 2052.41 ms
[2022-04-15 18:08:43 main:574] : INFO : Epoch 1738 | loss: 0.0311691 | val_loss: 0.0311841 | Time: 2050.9 ms
[2022-04-15 18:08:45 main:574] : INFO : Epoch 1739 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 2116.71 ms
[2022-04-15 18:08:47 main:574] : INFO : Epoch 1740 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 2016.25 ms
[2022-04-15 18:08:49 main:574] : INFO : Epoch 1741 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 2130.22 ms
[2022-04-15 18:08:51 main:574] : INFO : Epoch 1742 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 2103.2 ms
[2022-04-15 18:08:53 main:574] : INFO : Epoch 1743 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 2059.9 ms
[2022-04-15 18:08:56 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 2055.38 ms
[2022-04-15 18:08:58 main:574] : INFO : Epoch 1745 | loss: 0.0311738 | val_loss: 0.0311898 | Time: 2071.94 ms
[2022-04-15 18:09:00 main:574] : INFO : Epoch 1746 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 2061.66 ms
[2022-04-15 18:09:02 main:574] : INFO : Epoch 1747 | loss: 0.0311678 | val_loss: 0.0311804 | Time: 2064.76 ms
[2022-04-15 18:09:04 main:574] : INFO : Epoch 1748 | loss: 0.03117 | val_loss: 0.0311862 | Time: 2061.03 ms
[2022-04-15 18:09:06 main:574] : INFO : Epoch 1749 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 2045.8 ms
[2022-04-15 18:09:08 main:574] : INFO : Epoch 1750 | loss: 0.031172 | val_loss: 0.0311808 | Time: 2079.92 ms
[2022-04-15 18:09:10 main:574] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.0311821 | Time: 2058.17 ms
[2022-04-15 18:09:12 main:574] : INFO : Epoch 1752 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 2056.14 ms
[2022-04-15 18:09:14 main:574] : INFO : Epoch 1753 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 2062.01 ms
[2022-04-15 18:09:16 main:574] : INFO : Epoch 1754 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 2056.02 ms
[2022-04-15 18:09:18 main:574] : INFO : Epoch 1755 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2066.09 ms
[2022-04-15 18:09:20 main:574] : INFO : Epoch 1756 | loss: 0.0311708 | val_loss: 0.0311848 | Time: 2067.48 ms
[2022-04-15 18:09:22 main:574] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 2062.87 ms
[2022-04-15 18:09:25 main:574] : INFO : Epoch 1758 | loss: 0.0311725 | val_loss: 0.0311838 | Time: 2069.45 ms
[2022-04-15 18:09:27 main:574] : INFO : Epoch 1759 | loss: 0.0311694 | val_loss: 0.031179 | Time: 2056.31 ms
[2022-04-15 18:09:29 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.0311801 | Time: 2055.15 ms
[2022-04-15 18:09:31 main:574] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.0311896 | Time: 2061.95 ms
[2022-04-15 18:09:33 main:574] : INFO : Epoch 1762 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 2074.68 ms
[2022-04-15 18:09:35 main:574] : INFO : Epoch 1763 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 2050.84 ms
[2022-04-15 18:09:37 main:574] : INFO : Epoch 1764 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 2061.47 ms
[2022-04-15 18:09:39 main:574] : INFO : Epoch 1765 | loss: 0.0311682 | val_loss: 0.0311807 | Time: 2071.41 ms
[2022-04-15 18:09:41 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 2060.4 ms
[2022-04-15 18:09:43 main:574] : INFO : Epoch 1767 | loss: 0.0311688 | val_loss: 0.0311819 | Time: 2071.38 ms
[2022-04-15 18:09:45 main:574] : INFO : Epoch 1768 | loss: 0.0311692 | val_loss: 0.0311844 | Time: 2056.59 ms
[2022-04-15 18:09:47 main:574] : INFO : Epoch 1769 | loss: 0.031173 | val_loss: 0.0311921 | Time: 2043.17 ms
[2022-04-15 18:09:49 main:574] : INFO : Epoch 1770 | loss: 0.0311863 | val_loss: 0.0311849 | Time: 2054.98 ms
[2022-04-15 18:09:51 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 2045.92 ms
[2022-04-15 18:09:53 main:574] : INFO : Epoch 1772 | loss: 0.0311692 | val_loss: 0.0311911 | Time: 2063.88 ms
[2022-04-15 18:09:56 main:574] : INFO : Epoch 1773 | loss: 0.0311705 | val_loss: 0.0311837 | Time: 2077.25 ms
[2022-04-15 18:09:58 main:574] : INFO : Epoch 1774 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 2070.43 ms
[2022-04-15 18:10:00 main:574] : INFO : Epoch 1775 | loss: 0.0311671 | val_loss: 0.0311843 | Time: 2065.67 ms
[2022-04-15 18:10:02 main:574] : INFO : Epoch 1776 | loss: 0.031168 | val_loss: 0.0311795 | Time: 2056.42 ms
[2022-04-15 18:10:04 main:574] : INFO : Epoch 1777 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2057.58 ms
[2022-04-15 18:10:06 main:574] : INFO : Epoch 1778 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 2053.09 ms
[2022-04-15 18:10:08 main:574] : INFO : Epoch 1779 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 2066.24 ms
[2022-04-15 18:10:10 main:574] : INFO : Epoch 1780 | loss: 0.0311662 | val_loss: 0.0311794 | Time: 2072.11 ms
[2022-04-15 18:10:12 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311818 | Time: 2081.67 ms
[2022-04-15 18:10:14 main:574] : INFO : Epoch 1782 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 2056.68 ms
[2022-04-15 18:10:16 main:574] : INFO : Epoch 1783 | loss: 0.0311668 | val_loss: 0.0311824 | Time: 2047.07 ms
[2022-04-15 18:10:18 main:574] : INFO : Epoch 1784 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 2085.25 ms
[2022-04-15 18:10:20 main:574] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2058.77 ms
[2022-04-15 18:10:23 main:574] : INFO : Epoch 1786 | loss: 0.0311693 | val_loss: 0.031184 | Time: 2047.33 ms
[2022-04-15 18:10:25 main:574] : INFO : Epoch 1787 | loss: 0.0311676 | val_loss: 0.0311834 | Time: 2054.38 ms
[2022-04-15 18:10:27 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311836 | Time: 2065.08 ms
[2022-04-15 18:10:29 main:574] : INFO : Epoch 1789 | loss: 0.0311688 | val_loss: 0.0311908 | Time: 2075.95 ms
[2022-04-15 18:10:31 main:574] : INFO : Epoch 1790 | loss: 0.031184 | val_loss: 0.0311942 | Time: 2079.77 ms
[2022-04-15 18:10:33 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 2057.22 ms
[2022-04-15 18:10:35 main:574] : INFO : Epoch 1792 | loss: 0.0311811 | val_loss: 0.0311939 | Time: 2067.36 ms
[2022-04-15 18:10:37 main:574] : INFO : Epoch 1793 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 2047.03 ms
[2022-04-15 18:10:39 main:574] : INFO : Epoch 1794 | loss: 0.0311779 | val_loss: 0.0311909 | Time: 2058.85 ms
[2022-04-15 18:10:41 main:574] : INFO : Epoch 1795 | loss: 0.0311781 | val_loss: 0.0311913 | Time: 2061.13 ms
[2022-04-15 18:10:43 main:574] : INFO : Epoch 1796 | loss: 0.031176 | val_loss: 0.03119 | Time: 2076.27 ms
[2022-04-15 18:10:45 main:574] : INFO : Epoch 1797 | loss: 0.0311754 | val_loss: 0.0311914 | Time: 2052.62 ms
[2022-04-15 18:10:47 main:574] : INFO : Epoch 1798 | loss: 0.0311744 | val_loss: 0.0311907 | Time: 2063.57 ms
[2022-04-15 18:10:49 main:574] : INFO : Epoch 1799 | loss: 0.0311734 | val_loss: 0.0311966 | Time: 2058.49 ms
[2022-04-15 18:10:51 main:574] : INFO : Epoch 1800 | loss: 0.0311738 | val_loss: 0.0311926 | Time: 2054.77 ms
[2022-04-15 18:10:54 main:574] : INFO : Epoch 1801 | loss: 0.0311739 | val_loss: 0.0311974 | Time: 2050.52 ms
[2022-04-15 18:10:56 main:574] : INFO : Epoch 1802 | loss: 0.031173 | val_loss: 0.0311934 | Time: 2053.42 ms
[2022-04-15 18:10:58 main:574] : INFO : Epoch 1803 | loss: 0.0311727 | val_loss: 0.0311966 | Time: 2060.47 ms
[2022-04-15 18:11:00 main:574] : INFO : Epoch 1804 | loss: 0.0311705 | val_loss: 0.0311955 | Time: 2066.16 ms
[2022-04-15 18:11:02 main:574] : INFO : Epoch 1805 | loss: 0.0311721 | val_loss: 0.0311933 | Time: 2083.62 ms
[2022-04-15 18:11:04 main:574] : INFO : Epoch 1806 | loss: 0.0311719 | val_loss: 0.0311955 | Time: 2069.85 ms
[2022-04-15 18:11:06 main:574] : INFO : Epoch 1807 | loss: 0.0311719 | val_loss: 0.0311942 | Time: 2055.63 ms
[2022-04-15 18:11:08 main:574] : INFO : Epoch 1808 | loss: 0.031171 | val_loss: 0.0311942 | Time: 2076.57 ms
[2022-04-15 18:11:10 main:574] : INFO : Epoch 1809 | loss: 0.0311742 | val_loss: 0.031195 | Time: 2076.4 ms
[2022-04-15 18:11:12 main:574] : INFO : Epoch 1810 | loss: 0.031172 | val_loss: 0.0311962 | Time: 2062.23 ms
[2022-04-15 18:11:14 main:574] : INFO : Epoch 1811 | loss: 0.0311722 | val_loss: 0.0311931 | Time: 2071.88 ms
[2022-04-15 18:11:16 main:574] : INFO : Epoch 1812 | loss: 0.0311712 | val_loss: 0.0311915 | Time: 2066.15 ms
[2022-04-15 18:11:18 main:574] : INFO : Epoch 1813 | loss: 0.0311715 | val_loss: 0.0311905 | Time: 2067.6 ms
[2022-04-15 18:11:21 main:574] : INFO : Epoch 1814 | loss: 0.0311702 | val_loss: 0.0311947 | Time: 2069.6 ms
[2022-04-15 18:11:23 main:574] : INFO : Epoch 1815 | loss: 0.0311703 | val_loss: 0.0311899 | Time: 2074.3 ms
[2022-04-15 18:11:25 main:574] : INFO : Epoch 1816 | loss: 0.0311691 | val_loss: 0.0311955 | Time: 2059.63 ms
[2022-04-15 18:11:27 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311919 | Time: 2061.43 ms
[2022-04-15 18:11:29 main:574] : INFO : Epoch 1818 | loss: 0.0311685 | val_loss: 0.0311917 | Time: 2068.68 ms
[2022-04-15 18:11:31 main:574] : INFO : Epoch 1819 | loss: 0.0311691 | val_loss: 0.0311937 | Time: 2061.22 ms
[2022-04-15 18:11:33 main:574] : INFO : Epoch 1820 | loss: 0.0311688 | val_loss: 0.0311925 | Time: 2058.27 ms
[2022-04-15 18:11:35 main:574] : INFO : Epoch 1821 | loss: 0.031169 | val_loss: 0.0311933 | Time: 2067.1 ms
[2022-04-15 18:11:37 main:574] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311901 | Time: 2073.66 ms
[2022-04-15 18:11:39 main:574] : INFO : Epoch 1823 | loss: 0.0311692 | val_loss: 0.031196 | Time: 2068.07 ms
[2022-04-15 18:11:41 main:574] : INFO : Epoch 1824 | loss: 0.0311682 | val_loss: 0.031193 | Time: 2064.21 ms
[2022-04-15 18:11:43 main:574] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311939 | Time: 2065.74 ms
[2022-04-15 18:11:45 main:574] : INFO : Epoch 1826 | loss: 0.0311683 | val_loss: 0.0311902 | Time: 2050.96 ms
[2022-04-15 18:11:47 main:574] : INFO : Epoch 1827 | loss: 0.0311681 | val_loss: 0.0311914 | Time: 2063.95 ms
[2022-04-15 18:11:50 main:574] : INFO : Epoch 1828 | loss: 0.0311726 | val_loss: 0.0311943 | Time: 2052.52 ms
[2022-04-15 18:11:52 main:574] : INFO : Epoch 1829 | loss: 0.0311713 | val_loss: 0.0311959 | Time: 2082.37 ms
[2022-04-15 18:11:54 main:574] : INFO : Epoch 1830 | loss: 0.0311701 | val_loss: 0.0311905 | Time: 2088.06 ms
[2022-04-15 18:11:56 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311916 | Time: 2046.87 ms
[2022-04-15 18:11:58 main:574] : INFO : Epoch 1832 | loss: 0.0311683 | val_loss: 0.0311976 | Time: 2065.91 ms
[2022-04-15 18:12:00 main:574] : INFO : Epoch 1833 | loss: 0.031168 | val_loss: 0.0311911 | Time: 2045.66 ms
[2022-04-15 18:12:02 main:574] : INFO : Epoch 1834 | loss: 0.0311685 | val_loss: 0.0312009 | Time: 2094.28 ms
[2022-04-15 18:12:04 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311933 | Time: 2071.36 ms
[2022-04-15 18:12:06 main:574] : INFO : Epoch 1836 | loss: 0.0311686 | val_loss: 0.031192 | Time: 2070.55 ms
[2022-04-15 18:12:08 main:574] : INFO : Epoch 1837 | loss: 0.0311684 | val_loss: 0.0311959 | Time: 2077.98 ms
[2022-04-15 18:12:10 main:574] : INFO : Epoch 1838 | loss: 0.031168 | val_loss: 0.0311894 | Time: 2077.76 ms
[2022-04-15 18:12:12 main:574] : INFO : Epoch 1839 | loss: 0.0311672 | val_loss: 0.0311882 | Time: 2062.75 ms
[2022-04-15 18:12:14 main:574] : INFO : Epoch 1840 | loss: 0.0311686 | val_loss: 0.0311905 | Time: 2067.69 ms
[2022-04-15 18:12:17 main:574] : INFO : Epoch 1841 | loss: 0.0311693 | val_loss: 0.0311911 | Time: 2056.69 ms
[2022-04-15 18:12:19 main:574] : INFO : Epoch 1842 | loss: 0.0311701 | val_loss: 0.0311928 | Time: 2060.39 ms
[2022-04-15 18:12:21 main:574] : INFO : Epoch 1843 | loss: 0.031167 | val_loss: 0.0311873 | Time: 2063.32 ms
[2022-04-15 18:12:23 main:574] : INFO : Epoch 1844 | loss: 0.0311668 | val_loss: 0.0311922 | Time: 2065.75 ms
[2022-04-15 18:12:25 main:574] : INFO : Epoch 1845 | loss: 0.0311671 | val_loss: 0.0311906 | Time: 2057.94 ms
[2022-04-15 18:12:27 main:574] : INFO : Epoch 1846 | loss: 0.0311671 | val_loss: 0.0311897 | Time: 2056.14 ms
[2022-04-15 18:12:29 main:574] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.0311945 | Time: 2063.95 ms
[2022-04-15 18:12:31 main:574] : INFO : Epoch 1848 | loss: 0.0311685 | val_loss: 0.0311917 | Time: 2075.74 ms
[2022-04-15 18:12:33 main:574] : INFO : Epoch 1849 | loss: 0.0311664 | val_loss: 0.031189 | Time: 2060.36 ms
[2022-04-15 18:12:35 main:574] : INFO : Epoch 1850 | loss: 0.0311682 | val_loss: 0.0311893 | Time: 2043.36 ms
[2022-04-15 18:12:37 main:574] : INFO : Epoch 1851 | loss: 0.0311701 | val_loss: 0.0311879 | Time: 2059.85 ms
[2022-04-15 18:12:39 main:574] : INFO : Epoch 1852 | loss: 0.0311696 | val_loss: 0.0311908 | Time: 2049.86 ms
[2022-04-15 18:12:41 main:574] : INFO : Epoch 1853 | loss: 0.0311684 | val_loss: 0.0311877 | Time: 2075.81 ms
[2022-04-15 18:12:43 main:574] : INFO : Epoch 1854 | loss: 0.031168 | val_loss: 0.0311911 | Time: 2109.04 ms
[2022-04-15 18:12:46 main:574] : INFO : Epoch 1855 | loss: 0.0311676 | val_loss: 0.031187 | Time: 2051.45 ms
[2022-04-15 18:12:48 main:574] : INFO : Epoch 1856 | loss: 0.0311697 | val_loss: 0.0311865 | Time: 2090.89 ms
[2022-04-15 18:12:50 main:574] : INFO : Epoch 1857 | loss: 0.031173 | val_loss: 0.0311865 | Time: 2077.21 ms
[2022-04-15 18:12:52 main:574] : INFO : Epoch 1858 | loss: 0.0311719 | val_loss: 0.0311876 | Time: 2052.34 ms
[2022-04-15 18:12:54 main:574] : INFO : Epoch 1859 | loss: 0.0311711 | val_loss: 0.0311881 | Time: 2035.75 ms
[2022-04-15 18:12:56 main:574] : INFO : Epoch 1860 | loss: 0.0311714 | val_loss: 0.0311863 | Time: 2041.83 ms
[2022-04-15 18:12:58 main:574] : INFO : Epoch 1861 | loss: 0.0311692 | val_loss: 0.0311859 | Time: 2041.04 ms
[2022-04-15 18:13:00 main:574] : INFO : Epoch 1862 | loss: 0.0311691 | val_loss: 0.0311859 | Time: 2037.67 ms
[2022-04-15 18:13:02 main:574] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 2031.67 ms
[2022-04-15 18:13:04 main:574] : INFO : Epoch 1864 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 2059.6 ms
[2022-04-15 18:13:06 main:574] : INFO : Epoch 1865 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 2055.26 ms
[2022-04-15 18:13:08 main:574] : INFO : Epoch 1866 | loss: 0.031169 | val_loss: 0.0311836 | Time: 2044.11 ms
[2022-04-15 18:13:10 main:574] : INFO : Epoch 1867 | loss: 0.0311687 | val_loss: 0.0311904 | Time: 2046.19 ms
[2022-04-15 18:13:12 main:574] : INFO : Epoch 1868 | loss: 0.0311684 | val_loss: 0.0311836 | Time: 2043.48 ms
[2022-04-15 18:13:14 main:574] : INFO : Epoch 1869 | loss: 0.0311683 | val_loss: 0.031188 | Time: 2081.97 ms
[2022-04-15 18:13:16 main:574] : INFO : Epoch 1870 | loss: 0.0311674 | val_loss: 0.031186 | Time: 2062.76 ms
[2022-04-15 18:13:19 main:574] : INFO : Epoch 1871 | loss: 0.031168 | val_loss: 0.0311871 | Time: 2057.6 ms
[2022-04-15 18:13:21 main:574] : INFO : Epoch 1872 | loss: 0.0311675 | val_loss: 0.0311888 | Time: 2049.98 ms
[2022-04-15 18:13:23 main:574] : INFO : Epoch 1873 | loss: 0.0311688 | val_loss: 0.0311869 | Time: 2058.32 ms
[2022-04-15 18:13:25 main:574] : INFO : Epoch 1874 | loss: 0.0311684 | val_loss: 0.0311864 | Time: 2052.83 ms
[2022-04-15 18:13:27 main:574] : INFO : Epoch 1875 | loss: 0.0311677 | val_loss: 0.031189 | Time: 2038.88 ms
[2022-04-15 18:13:29 main:574] : INFO : Epoch 1876 | loss: 0.0311687 | val_loss: 0.0311935 | Time: 2041.35 ms
[2022-04-15 18:13:31 main:574] : INFO : Epoch 1877 | loss: 0.0311686 | val_loss: 0.0311877 | Time: 2053.58 ms
[2022-04-15 18:13:33 main:574] : INFO : Epoch 1878 | loss: 0.0311666 | val_loss: 0.0311841 | Time: 2049.37 ms
[2022-04-15 18:13:35 main:574] : INFO : Epoch 1879 | loss: 0.0311662 | val_loss: 0.031188 | Time: 2050.03 ms
[2022-04-15 18:13:37 main:574] : INFO : Epoch 1880 | loss: 0.031166 | val_loss: 0.0311861 | Time: 2060.86 ms
[2022-04-15 18:13:39 main:574] : INFO : Epoch 1881 | loss: 0.0311676 | val_loss: 0.0311869 | Time: 2038.59 ms
[2022-04-15 18:13:41 main:574] : INFO : Epoch 1882 | loss: 0.0311672 | val_loss: 0.0311876 | Time: 2053.9 ms
[2022-04-15 18:13:43 main:574] : INFO : Epoch 1883 | loss: 0.0311674 | val_loss: 0.0311904 | Time: 2041.17 ms
[2022-04-15 18:13:45 main:574] : INFO : Epoch 1884 | loss: 0.0311667 | val_loss: 0.0311856 | Time: 2039.14 ms
[2022-04-15 18:13:47 main:574] : INFO : Epoch 1885 | loss: 0.031166 | val_loss: 0.0311858 | Time: 2035.73 ms
[2022-04-15 18:13:49 main:574] : INFO : Epoch 1886 | loss: 0.0311673 | val_loss: 0.0311868 | Time: 2049.32 ms
[2022-04-15 18:13:51 main:574] : INFO : Epoch 1887 | loss: 0.0311698 | val_loss: 0.031189 | Time: 2044.69 ms
[2022-04-15 18:13:53 main:574] : INFO : Epoch 1888 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 2042.15 ms
[2022-04-15 18:13:56 main:574] : INFO : Epoch 1889 | loss: 0.0311706 | val_loss: 0.031187 | Time: 2044.14 ms
[2022-04-15 18:13:58 main:574] : INFO : Epoch 1890 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 2039.58 ms
[2022-04-15 18:14:00 main:574] : INFO : Epoch 1891 | loss: 0.0311676 | val_loss: 0.0311866 | Time: 2044.36 ms
[2022-04-15 18:14:02 main:574] : INFO : Epoch 1892 | loss: 0.0311671 | val_loss: 0.0311855 | Time: 2051.15 ms
[2022-04-15 18:14:04 main:574] : INFO : Epoch 1893 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 2033.56 ms
[2022-04-15 18:14:06 main:574] : INFO : Epoch 1894 | loss: 0.0311704 | val_loss: 0.0311835 | Time: 2054.14 ms
[2022-04-15 18:14:08 main:574] : INFO : Epoch 1895 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 2033.59 ms
[2022-04-15 18:14:10 main:574] : INFO : Epoch 1896 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 2049.03 ms
[2022-04-15 18:14:12 main:574] : INFO : Epoch 1897 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 2045.71 ms
[2022-04-15 18:14:14 main:574] : INFO : Epoch 1898 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 2049.89 ms
[2022-04-15 18:14:16 main:574] : INFO : Epoch 1899 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 2040.89 ms
[2022-04-15 18:14:18 main:574] : INFO : Epoch 1900 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 2046.46 ms
[2022-04-15 18:14:20 main:574] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.0311837 | Time: 2035.4 ms
[2022-04-15 18:14:22 main:574] : INFO : Epoch 1902 | loss: 0.0311647 | val_loss: 0.0311812 | Time: 2038.6 ms
[2022-04-15 18:14:24 main:574] : INFO : Epoch 1903 | loss: 0.0311655 | val_loss: 0.0311885 | Time: 2040.1 ms
[2022-04-15 18:14:26 main:574] : INFO : Epoch 1904 | loss: 0.0311679 | val_loss: 0.0311866 | Time: 2036.27 ms
[2022-04-15 18:14:28 main:574] : INFO : Epoch 1905 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 2060.01 ms
[2022-04-15 18:14:30 main:574] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.0311792 | Time: 2044.84 ms
[2022-04-15 18:14:33 main:574] : INFO : Epoch 1907 | loss: 0.0311665 | val_loss: 0.0311803 | Time: 2050.77 ms
[2022-04-15 18:14:35 main:574] : INFO : Epoch 1908 | loss: 0.0311658 | val_loss: 0.0311812 | Time: 2041.15 ms
[2022-04-15 18:14:37 main:574] : INFO : Epoch 1909 | loss: 0.0311664 | val_loss: 0.0311799 | Time: 2037.38 ms
[2022-04-15 18:14:39 main:574] : INFO : Epoch 1910 | loss: 0.0311653 | val_loss: 0.0311809 | Time: 2060.24 ms
[2022-04-15 18:14:41 main:574] : INFO : Epoch 1911 | loss: 0.0311657 | val_loss: 0.0311783 | Time: 2045.32 ms
[2022-04-15 18:14:43 main:574] : INFO : Epoch 1912 | loss: 0.0311646 | val_loss: 0.0311808 | Time: 2034.78 ms
[2022-04-15 18:14:45 main:574] : INFO : Epoch 1913 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 2051.64 ms
[2022-04-15 18:14:47 main:574] : INFO : Epoch 1914 | loss: 0.0311646 | val_loss: 0.03118 | Time: 2031.51 ms
[2022-04-15 18:14:49 main:574] : INFO : Epoch 1915 | loss: 0.0311645 | val_loss: 0.031186 | Time: 2048.97 ms
[2022-04-15 18:14:51 main:574] : INFO : Epoch 1916 | loss: 0.0311645 | val_loss: 0.0311819 | Time: 2051.35 ms
[2022-04-15 18:14:53 main:574] : INFO : Epoch 1917 | loss: 0.031165 | val_loss: 0.0311826 | Time: 2044.18 ms
[2022-04-15 18:14:55 main:574] : INFO : Epoch 1918 | loss: 0.0311641 | val_loss: 0.0311859 | Time: 2045.13 ms
[2022-04-15 18:14:57 main:574] : INFO : Epoch 1919 | loss: 0.0311641 | val_loss: 0.0311841 | Time: 2043.7 ms
[2022-04-15 18:14:59 main:574] : INFO : Epoch 1920 | loss: 0.0311646 | val_loss: 0.0311844 | Time: 2050.89 ms
[2022-04-15 18:15:01 main:574] : INFO : Epoch 1921 | loss: 0.0311645 | val_loss: 0.0311878 | Time: 2053.68 ms
[2022-04-15 18:15:03 main:574] : INFO : Epoch 1922 | loss: 0.0311641 | val_loss: 0.0311837 | Time: 2034.68 ms
[2022-04-15 18:15:05 main:574] : INFO : Epoch 1923 | loss: 0.031166 | val_loss: 0.0311867 | Time: 2040.22 ms
[2022-04-15 18:15:07 main:574] : INFO : Epoch 1924 | loss: 0.031164 | val_loss: 0.0311868 | Time: 2050.04 ms
[2022-04-15 18:15:09 main:574] : INFO : Epoch 1925 | loss: 0.0311639 | val_loss: 0.0311836 | Time: 2026.07 ms
[2022-04-15 18:15:11 main:574] : INFO : Epoch 1926 | loss: 0.0311645 | val_loss: 0.0311847 | Time: 2051.93 ms
[2022-04-15 18:15:14 main:574] : INFO : Epoch 1927 | loss: 0.0311632 | val_loss: 0.0311849 | Time: 2046.35 ms
[2022-04-15 18:15:16 main:574] : INFO : Epoch 1928 | loss: 0.0311621 | val_loss: 0.0311859 | Time: 2044.33 ms
[2022-04-15 18:15:18 main:574] : INFO : Epoch 1929 | loss: 0.0311635 | val_loss: 0.0311879 | Time: 2041.97 ms
[2022-04-15 18:15:20 main:574] : INFO : Epoch 1930 | loss: 0.0311629 | val_loss: 0.0311846 | Time: 2054.72 ms
[2022-04-15 18:15:22 main:574] : INFO : Epoch 1931 | loss: 0.0311621 | val_loss: 0.0311862 | Time: 2040.01 ms
[2022-04-15 18:15:24 main:574] : INFO : Epoch 1932 | loss: 0.0311644 | val_loss: 0.0311838 | Time: 2037.5 ms
[2022-04-15 18:15:26 main:574] : INFO : Epoch 1933 | loss: 0.0311616 | val_loss: 0.0311876 | Time: 2046.47 ms
[2022-04-15 18:15:28 main:574] : INFO : Epoch 1934 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 2039.83 ms
[2022-04-15 18:15:30 main:574] : INFO : Epoch 1935 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 2038.12 ms
[2022-04-15 18:15:32 main:574] : INFO : Epoch 1936 | loss: 0.0311652 | val_loss: 0.0311814 | Time: 2046.54 ms
[2022-04-15 18:15:34 main:574] : INFO : Epoch 1937 | loss: 0.0311645 | val_loss: 0.0311838 | Time: 2055.12 ms
[2022-04-15 18:15:36 main:574] : INFO : Epoch 1938 | loss: 0.0311634 | val_loss: 0.0311827 | Time: 2055.81 ms
[2022-04-15 18:15:38 main:574] : INFO : Epoch 1939 | loss: 0.0311631 | val_loss: 0.0311795 | Time: 2050.35 ms
[2022-04-15 18:15:40 main:574] : INFO : Epoch 1940 | loss: 0.0311633 | val_loss: 0.031178 | Time: 2033.22 ms
[2022-04-15 18:15:42 main:574] : INFO : Epoch 1941 | loss: 0.0311635 | val_loss: 0.0311821 | Time: 2045.11 ms
[2022-04-15 18:15:44 main:574] : INFO : Epoch 1942 | loss: 0.0311653 | val_loss: 0.0311809 | Time: 2045.27 ms
[2022-04-15 18:15:46 main:574] : INFO : Epoch 1943 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 2038.58 ms
[2022-04-15 18:15:48 main:574] : INFO : Epoch 1944 | loss: 0.0311622 | val_loss: 0.0311816 | Time: 2051.42 ms
[2022-04-15 18:15:50 main:574] : INFO : Epoch 1945 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 2035.99 ms
[2022-04-15 18:15:53 main:574] : INFO : Epoch 1946 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 2051.42 ms
[2022-04-15 18:15:55 main:574] : INFO : Epoch 1947 | loss: 0.0311631 | val_loss: 0.0311833 | Time: 2035.32 ms
[2022-04-15 18:15:57 main:574] : INFO : Epoch 1948 | loss: 0.0311622 | val_loss: 0.0311865 | Time: 2049.07 ms
[2022-04-15 18:15:59 main:574] : INFO : Epoch 1949 | loss: 0.0311656 | val_loss: 0.0311851 | Time: 2042.98 ms
[2022-04-15 18:16:01 main:574] : INFO : Epoch 1950 | loss: 0.0311652 | val_loss: 0.0311836 | Time: 2035.73 ms
[2022-04-15 18:16:03 main:574] : INFO : Epoch 1951 | loss: 0.0311645 | val_loss: 0.0311824 | Time: 2043.94 ms
[2022-04-15 18:16:05 main:574] : INFO : Epoch 1952 | loss: 0.0311642 | val_loss: 0.0311851 | Time: 2051.83 ms
[2022-04-15 18:16:07 main:574] : INFO : Epoch 1953 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 2055.74 ms
[2022-04-15 18:16:09 main:574] : INFO : Epoch 1954 | loss: 0.031163 | val_loss: 0.0311844 | Time: 2041.1 ms
[2022-04-15 18:16:11 main:574] : INFO : Epoch 1955 | loss: 0.0311631 | val_loss: 0.0311828 | Time: 2031.03 ms
[2022-04-15 18:16:13 main:574] : INFO : Epoch 1956 | loss: 0.0311631 | val_loss: 0.0311874 | Time: 2049.18 ms
[2022-04-15 18:16:15 main:574] : INFO : Epoch 1957 | loss: 0.0311632 | val_loss: 0.0311893 | Time: 2056.86 ms
[2022-04-15 18:16:17 main:574] : INFO : Epoch 1958 | loss: 0.0311646 | val_loss: 0.0311855 | Time: 2041.08 ms
[2022-04-15 18:16:19 main:574] : INFO : Epoch 1959 | loss: 0.0311639 | val_loss: 0.0311814 | Time: 2042.56 ms
[2022-04-15 18:16:21 main:574] : INFO : Epoch 1960 | loss: 0.0311659 | val_loss: 0.0311811 | Time: 2043.97 ms
[2022-04-15 18:16:23 main:574] : INFO : Epoch 1961 | loss: 0.0311659 | val_loss: 0.031179 | Time: 2046.12 ms
[2022-04-15 18:16:25 main:574] : INFO : Epoch 1962 | loss: 0.0311659 | val_loss: 0.0311824 | Time: 2064.18 ms
[2022-04-15 18:16:27 main:574] : INFO : Epoch 1963 | loss: 0.031165 | val_loss: 0.0311838 | Time: 2047.95 ms
[2022-04-15 18:16:30 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.0311846 | Time: 2052.6 ms
[2022-04-15 18:16:32 main:574] : INFO : Epoch 1965 | loss: 0.0311643 | val_loss: 0.0311855 | Time: 2061.23 ms
[2022-04-15 18:16:34 main:574] : INFO : Epoch 1966 | loss: 0.0311622 | val_loss: 0.0311871 | Time: 2049.7 ms
[2022-04-15 18:16:36 main:574] : INFO : Epoch 1967 | loss: 0.0311628 | val_loss: 0.0311833 | Time: 2049.52 ms
[2022-04-15 18:16:38 main:574] : INFO : Epoch 1968 | loss: 0.0311619 | val_loss: 0.0311865 | Time: 2044.21 ms
[2022-04-15 18:16:40 main:574] : INFO : Epoch 1969 | loss: 0.0311653 | val_loss: 0.0311953 | Time: 2029.17 ms
[2022-04-15 18:16:42 main:574] : INFO : Epoch 1970 | loss: 0.0311637 | val_loss: 0.0311849 | Time: 2039.89 ms
[2022-04-15 18:16:44 main:574] : INFO : Epoch 1971 | loss: 0.0311613 | val_loss: 0.0311855 | Time: 2043.73 ms
[2022-04-15 18:16:46 main:574] : INFO : Epoch 1972 | loss: 0.0311603 | val_loss: 0.0311868 | Time: 2037.14 ms
[2022-04-15 18:16:48 main:574] : INFO : Epoch 1973 | loss: 0.0311633 | val_loss: 0.0311899 | Time: 2036.41 ms
[2022-04-15 18:16:50 main:574] : INFO : Epoch 1974 | loss: 0.0311641 | val_loss: 0.0311872 | Time: 2033.56 ms
[2022-04-15 18:16:52 main:574] : INFO : Epoch 1975 | loss: 0.0311629 | val_loss: 0.0311935 | Time: 2041.58 ms
[2022-04-15 18:16:54 main:574] : INFO : Epoch 1976 | loss: 0.0311654 | val_loss: 0.0311879 | Time: 2051.32 ms
[2022-04-15 18:16:56 main:574] : INFO : Epoch 1977 | loss: 0.0311635 | val_loss: 0.031187 | Time: 2042.57 ms
[2022-04-15 18:16:58 main:574] : INFO : Epoch 1978 | loss: 0.0311656 | val_loss: 0.0311847 | Time: 2045.85 ms
[2022-04-15 18:17:00 main:574] : INFO : Epoch 1979 | loss: 0.0311614 | val_loss: 0.0311861 | Time: 2050.65 ms
[2022-04-15 18:17:02 main:574] : INFO : Epoch 1980 | loss: 0.0311624 | val_loss: 0.0311842 | Time: 2045.27 ms
[2022-04-15 18:17:04 main:574] : INFO : Epoch 1981 | loss: 0.031162 | val_loss: 0.0311839 | Time: 2034.98 ms
[2022-04-15 18:17:06 main:574] : INFO : Epoch 1982 | loss: 0.0311608 | val_loss: 0.031189 | Time: 2033.35 ms
[2022-04-15 18:17:09 main:574] : INFO : Epoch 1983 | loss: 0.0311614 | val_loss: 0.0311854 | Time: 2031.11 ms
[2022-04-15 18:17:11 main:574] : INFO : Epoch 1984 | loss: 0.031164 | val_loss: 0.0311846 | Time: 2054.15 ms
[2022-04-15 18:17:13 main:574] : INFO : Epoch 1985 | loss: 0.0311641 | val_loss: 0.0311857 | Time: 2036.63 ms
[2022-04-15 18:17:15 main:574] : INFO : Epoch 1986 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 2053.73 ms
[2022-04-15 18:17:17 main:574] : INFO : Epoch 1987 | loss: 0.031163 | val_loss: 0.0311815 | Time: 2045.26 ms
[2022-04-15 18:17:19 main:574] : INFO : Epoch 1988 | loss: 0.0311631 | val_loss: 0.0311822 | Time: 2042.37 ms
[2022-04-15 18:17:21 main:574] : INFO : Epoch 1989 | loss: 0.0311634 | val_loss: 0.0311791 | Time: 2056.67 ms
[2022-04-15 18:17:23 main:574] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.0311835 | Time: 2034.69 ms
[2022-04-15 18:17:25 main:574] : INFO : Epoch 1991 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 2045.48 ms
[2022-04-15 18:17:27 main:574] : INFO : Epoch 1992 | loss: 0.0311642 | val_loss: 0.031178 | Time: 2057.9 ms
[2022-04-15 18:17:29 main:574] : INFO : Epoch 1993 | loss: 0.0311644 | val_loss: 0.0311836 | Time: 2037.18 ms
[2022-04-15 18:17:31 main:574] : INFO : Epoch 1994 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 2049.44 ms
[2022-04-15 18:17:33 main:574] : INFO : Epoch 1995 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 2077.76 ms
[2022-04-15 18:17:35 main:574] : INFO : Epoch 1996 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 2073.87 ms
[2022-04-15 18:17:38 main:574] : INFO : Epoch 1997 | loss: 0.0311642 | val_loss: 0.031181 | Time: 2229.07 ms
[2022-04-15 18:17:40 main:574] : INFO : Epoch 1998 | loss: 0.0311641 | val_loss: 0.0311854 | Time: 2082.74 ms
[2022-04-15 18:17:42 main:574] : INFO : Epoch 1999 | loss: 0.0311663 | val_loss: 0.0311823 | Time: 2111.97 ms
[2022-04-15 18:17:44 main:574] : INFO : Epoch 2000 | loss: 0.0311641 | val_loss: 0.0311822 | Time: 2049.69 ms
[2022-04-15 18:17:46 main:574] : INFO : Epoch 2001 | loss: 0.031165 | val_loss: 0.0311807 | Time: 2043.14 ms
[2022-04-15 18:17:48 main:574] : INFO : Epoch 2002 | loss: 0.0311649 | val_loss: 0.0311829 | Time: 2051.33 ms
[2022-04-15 18:17:50 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311862 | Time: 2060.42 ms
[2022-04-15 18:17:52 main:574] : INFO : Epoch 2004 | loss: 0.0311652 | val_loss: 0.0311832 | Time: 2041.57 ms
[2022-04-15 18:17:54 main:574] : INFO : Epoch 2005 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 2039.58 ms
[2022-04-15 18:17:56 main:574] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.0311813 | Time: 2065.99 ms
[2022-04-15 18:17:58 main:574] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 2041.74 ms
[2022-04-15 18:18:00 main:574] : INFO : Epoch 2008 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 2056.16 ms
[2022-04-15 18:18:02 main:574] : INFO : Epoch 2009 | loss: 0.0311641 | val_loss: 0.0311815 | Time: 2055.33 ms
[2022-04-15 18:18:04 main:574] : INFO : Epoch 2010 | loss: 0.0311666 | val_loss: 0.031178 | Time: 2040.94 ms
[2022-04-15 18:18:06 main:574] : INFO : Epoch 2011 | loss: 0.0311679 | val_loss: 0.031179 | Time: 2035.69 ms
[2022-04-15 18:18:09 main:574] : INFO : Epoch 2012 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 2031.82 ms
[2022-04-15 18:18:11 main:574] : INFO : Epoch 2013 | loss: 0.0311651 | val_loss: 0.0311809 | Time: 2028.35 ms
[2022-04-15 18:18:13 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311831 | Time: 2025.1 ms
[2022-04-15 18:18:15 main:574] : INFO : Epoch 2015 | loss: 0.0311645 | val_loss: 0.0311823 | Time: 2039.48 ms
[2022-04-15 18:18:17 main:574] : INFO : Epoch 2016 | loss: 0.0311653 | val_loss: 0.0311798 | Time: 2028.71 ms
[2022-04-15 18:18:19 main:574] : INFO : Epoch 2017 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 2054.94 ms
[2022-04-15 18:18:21 main:574] : INFO : Epoch 2018 | loss: 0.0311634 | val_loss: 0.0311814 | Time: 2045.96 ms
[2022-04-15 18:18:23 main:574] : INFO : Epoch 2019 | loss: 0.0311629 | val_loss: 0.0311801 | Time: 2037.93 ms
[2022-04-15 18:18:25 main:574] : INFO : Epoch 2020 | loss: 0.0311627 | val_loss: 0.0311792 | Time: 2039.31 ms
[2022-04-15 18:18:27 main:574] : INFO : Epoch 2021 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 2029.23 ms
[2022-04-15 18:18:29 main:574] : INFO : Epoch 2022 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 2042.84 ms
[2022-04-15 18:18:31 main:574] : INFO : Epoch 2023 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 2056.67 ms
[2022-04-15 18:18:33 main:574] : INFO : Epoch 2024 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2035.62 ms
[2022-04-15 18:18:35 main:574] : INFO : Epoch 2025 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 2053.31 ms
[2022-04-15 18:18:37 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 2040.33 ms
[2022-04-15 18:18:39 main:574] : INFO : Epoch 2027 | loss: 0.0311659 | val_loss: 0.0311832 | Time: 2038.08 ms
[2022-04-15 18:18:41 main:574] : INFO : Epoch 2028 | loss: 0.0311656 | val_loss: 0.0311779 | Time: 2048.15 ms
[2022-04-15 18:18:43 main:574] : INFO : Epoch 2029 | loss: 0.0311667 | val_loss: 0.0311808 | Time: 2052.01 ms
[2022-04-15 18:18:45 main:574] : INFO : Epoch 2030 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 2056.4 ms
[2022-04-15 18:18:47 main:574] : INFO : Epoch 2031 | loss: 0.031171 | val_loss: 0.0311784 | Time: 2053.46 ms
[2022-04-15 18:18:50 main:574] : INFO : Epoch 2032 | loss: 0.0311689 | val_loss: 0.0311782 | Time: 2053.33 ms
[2022-04-15 18:18:52 main:574] : INFO : Epoch 2033 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 2043.13 ms
[2022-04-15 18:18:54 main:574] : INFO : Epoch 2034 | loss: 0.031168 | val_loss: 0.0311791 | Time: 2032.16 ms
[2022-04-15 18:18:56 main:574] : INFO : Epoch 2035 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 2062.75 ms
[2022-04-15 18:18:58 main:574] : INFO : Epoch 2036 | loss: 0.031166 | val_loss: 0.0311795 | Time: 2044.33 ms
[2022-04-15 18:19:00 main:574] : INFO : Epoch 2037 | loss: 0.031166 | val_loss: 0.0311793 | Time: 2028.67 ms
[2022-04-15 18:19:02 main:574] : INFO : Epoch 2038 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 2037.07 ms
[2022-04-15 18:19:04 main:574] : INFO : Epoch 2039 | loss: 0.0311658 | val_loss: 0.0311826 | Time: 2031.93 ms
[2022-04-15 18:19:06 main:574] : INFO : Epoch 2040 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 2041.31 ms
[2022-04-15 18:19:08 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 2056.2 ms
[2022-04-15 18:19:10 main:574] : INFO : Epoch 2042 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2036.22 ms
[2022-04-15 18:19:12 main:574] : INFO : Epoch 2043 | loss: 0.0311675 | val_loss: 0.0311868 | Time: 2043.25 ms
[2022-04-15 18:19:14 main:574] : INFO : Epoch 2044 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2039.95 ms
[2022-04-15 18:19:16 main:574] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.0311829 | Time: 2044.69 ms
[2022-04-15 18:19:18 main:574] : INFO : Epoch 2046 | loss: 0.0311654 | val_loss: 0.031181 | Time: 2042.79 ms
[2022-04-15 18:19:20 main:574] : INFO : Epoch 2047 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 2050.92 ms
[2022-04-15 18:19:22 main:574] : INFO : Epoch 2048 | loss: 0.0311664 | val_loss: 0.031183 | Time: 2049.62 ms
[2022-04-15 18:19:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031183
[2022-04-15 18:19:22 main:603] : INFO : Saving end state to config to file
[2022-04-15 18:19:22 main:608] : INFO : Success, exiting..
18:19:22 (3908): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)