Task 6497410
| Name | ParityMachine-1627982193-17126-0_2 |
| Workunit | 4067144 |
| Created | 9 Aug 2021, 14:24:24 UTC |
| Sent | 9 Aug 2021, 15:23:47 UTC |
| Report deadline | 17 Aug 2021, 15:23:47 UTC |
| Received | 10 Aug 2021, 7:05:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 1 hours 59 min |
| CPU time | 1 hours 55 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.65 GB |
| Peak swap size | 4.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.031069 | val_loss: 0.0311974 | Time: 11764 ms [2021-08-10 01:47:26 main:574] : INFO : Epoch 1543 | loss: 0.0310714 | val_loss: 0.031201 | Time: 1955.05 ms [2021-08-10 01:47:28 main:574] : INFO : Epoch 1544 | loss: 0.0310626 | val_loss: 0.0311955 | Time: 2024.42 ms [2021-08-10 01:47:30 main:574] : INFO : Epoch 1545 | loss: 0.0310636 | val_loss: 0.0311887 | Time: 1789.06 ms [2021-08-10 01:47:32 main:574] : INFO : Epoch 1546 | loss: 0.0310696 | val_loss: 0.0311927 | Time: 1837.55 ms [2021-08-10 01:47:34 main:574] : INFO : Epoch 1547 | loss: 0.0310679 | val_loss: 0.0311867 | Time: 1931.78 ms [2021-08-10 01:47:36 main:574] : INFO : Epoch 1548 | loss: 0.0310693 | val_loss: 0.0312104 | Time: 2012.41 ms [2021-08-10 01:47:38 main:574] : INFO : Epoch 1549 | loss: 0.0310812 | val_loss: 0.0311737 | Time: 1812.81 ms [2021-08-10 01:47:40 main:574] : INFO : Epoch 1550 | loss: 0.0310712 | val_loss: 0.0311931 | Time: 1781.6 ms [2021-08-10 01:47:41 main:574] : INFO : Epoch 1551 | loss: 0.0310812 | val_loss: 0.0311924 | Time: 1886.27 ms [2021-08-10 01:47:44 main:574] : INFO : Epoch 1552 | loss: 0.0310813 | val_loss: 0.0311953 | Time: 2027.75 ms [2021-08-10 01:47:45 main:574] : INFO : Epoch 1553 | loss: 0.0310727 | val_loss: 0.0311986 | Time: 1787.27 ms [2021-08-10 01:47:47 main:574] : INFO : Epoch 1554 | loss: 0.0310688 | val_loss: 0.0311926 | Time: 1757.02 ms [2021-08-10 01:47:49 main:574] : INFO : Epoch 1555 | loss: 0.0310643 | val_loss: 0.0311845 | Time: 1953.63 ms [2021-08-10 01:47:51 main:574] : INFO : Epoch 1556 | loss: 0.0310708 | val_loss: 0.0312011 | Time: 2093.25 ms [2021-08-10 01:47:53 main:574] : INFO : Epoch 1557 | loss: 0.0310728 | val_loss: 0.0311899 | Time: 1815.28 ms [2021-08-10 01:47:55 main:574] : INFO : Epoch 1558 | loss: 0.0310636 | val_loss: 0.0311904 | Time: 1814.92 ms [2021-08-10 01:47:57 main:574] : INFO : Epoch 1559 | loss: 0.0310724 | val_loss: 0.0312019 | Time: 1895.34 ms [2021-08-10 01:47:59 main:574] : INFO : Epoch 1560 | loss: 0.0310718 | val_loss: 0.0311883 | Time: 2043.61 ms [2021-08-10 01:48:01 main:574] : INFO : Epoch 1561 | loss: 0.0310719 | val_loss: 0.0311883 | Time: 1845.96 ms [2021-08-10 01:48:02 main:574] : INFO : Epoch 1562 | loss: 0.0310715 | val_loss: 0.0311831 | Time: 1814.35 ms [2021-08-10 01:48:04 main:574] : INFO : Epoch 1563 | loss: 0.0310802 | val_loss: 0.0311892 | Time: 1857.8 ms [2021-08-10 01:48:06 main:574] : INFO : Epoch 1564 | loss: 0.0310713 | val_loss: 0.0311954 | Time: 2058.53 ms [2021-08-10 01:48:08 main:574] : INFO : Epoch 1565 | loss: 0.0310648 | val_loss: 0.0312124 | Time: 1879.69 ms [2021-08-10 01:48:10 main:574] : INFO : Epoch 1566 | loss: 0.0310644 | val_loss: 0.0311981 | Time: 1781.23 ms [2021-08-10 01:48:12 main:574] : INFO : Epoch 1567 | loss: 0.0310666 | val_loss: 0.0311986 | Time: 1843.89 ms [2021-08-10 01:48:14 main:574] : INFO : Epoch 1568 | loss: 0.0311105 | val_loss: 0.0311746 | Time: 2034.8 ms [2021-08-10 01:48:16 main:574] : INFO : Epoch 1569 | loss: 0.0311197 | val_loss: 0.0311631 | Time: 1952.75 ms [2021-08-10 01:48:18 main:574] : INFO : Epoch 1570 | loss: 0.0311034 | val_loss: 0.0311712 | Time: 1791.9 ms [2021-08-10 01:48:20 main:574] : INFO : Epoch 1571 | loss: 0.0310883 | val_loss: 0.0311771 | Time: 1851.57 ms [2021-08-10 01:48:22 main:574] : INFO : Epoch 1572 | loss: 0.0310808 | val_loss: 0.0311788 | Time: 2058.45 ms [2021-08-10 01:48:24 main:574] : INFO : Epoch 1573 | loss: 0.0310714 | val_loss: 0.0311864 | Time: 1985.98 ms [2021-08-10 01:48:25 main:574] : INFO : Epoch 1574 | loss: 0.0310638 | val_loss: 0.0312226 | Time: 1789.9 ms [2021-08-10 01:48:27 main:574] : INFO : Epoch 1575 | loss: 0.0310655 | val_loss: 0.0312051 | Time: 1761.29 ms [2021-08-10 01:48:29 main:574] : INFO : Epoch 1576 | loss: 0.0310644 | val_loss: 0.0311874 | Time: 2023.11 ms [2021-08-10 01:48:31 main:574] : INFO : Epoch 1577 | loss: 0.0310624 | val_loss: 0.0311885 | Time: 2000.39 ms [2021-08-10 01:48:33 main:574] : INFO : Epoch 1578 | loss: 0.031061 | val_loss: 0.0311817 | Time: 1753.53 ms [2021-08-10 01:48:35 main:574] : INFO : Epoch 1579 | loss: 0.0310691 | val_loss: 0.0311786 | Time: 1824.28 ms [2021-08-10 01:48:37 main:574] : INFO : Epoch 1580 | loss: 0.0310636 | val_loss: 0.0312116 | Time: 1971.1 ms [2021-08-10 01:48:39 main:574] : INFO : Epoch 1581 | loss: 0.0310678 | val_loss: 0.0312114 | Time: 2002.87 ms [2021-08-10 01:48:41 main:574] : INFO : Epoch 1582 | loss: 0.0310633 | val_loss: 0.0311934 | Time: 1757.65 ms [2021-08-10 01:48:42 main:574] : INFO : Epoch 1583 | loss: 0.0310652 | val_loss: 0.0311996 | Time: 1758.1 ms [2021-08-10 01:48:44 main:574] : INFO : Epoch 1584 | loss: 0.0310696 | val_loss: 0.0312018 | Time: 1990.34 ms [2021-08-10 01:48:46 main:574] : INFO : Epoch 1585 | loss: 0.0310734 | val_loss: 0.0311862 | Time: 1996.8 ms [2021-08-10 01:48:48 main:574] : INFO : Epoch 1586 | loss: 0.031083 | val_loss: 0.0311807 | Time: 1790.54 ms [2021-08-10 01:48:50 main:574] : INFO : Epoch 1587 | loss: 0.0310645 | val_loss: 0.0311903 | Time: 1767.86 ms [2021-08-10 01:48:52 main:574] : INFO : Epoch 1588 | loss: 0.0310649 | val_loss: 0.0311745 | Time: 1983.63 ms [2021-08-10 01:48:54 main:574] : INFO : Epoch 1589 | loss: 0.0310697 | val_loss: 0.0311928 | Time: 1964.25 ms [2021-08-10 01:48:56 main:574] : INFO : Epoch 1590 | loss: 0.0310601 | val_loss: 0.0311975 | Time: 1769.47 ms [2021-08-10 01:48:57 main:574] : INFO : Epoch 1591 | loss: 0.0310612 | val_loss: 0.0311928 | Time: 1750.11 ms [2021-08-10 01:48:59 main:574] : INFO : Epoch 1592 | loss: 0.0310686 | val_loss: 0.0312142 | Time: 1994.75 ms [2021-08-10 01:49:01 main:574] : INFO : Epoch 1593 | loss: 0.0310579 | val_loss: 0.0311991 | Time: 1965.5 ms [2021-08-10 01:49:03 main:574] : INFO : Epoch 1594 | loss: 0.0310653 | val_loss: 0.0311955 | Time: 1742.89 ms [2021-08-10 01:49:05 main:574] : INFO : Epoch 1595 | loss: 0.0310713 | val_loss: 0.0312006 | Time: 1764.11 ms [2021-08-10 01:49:07 main:574] : INFO : Epoch 1596 | loss: 0.0310734 | val_loss: 0.0311769 | Time: 2032.38 ms [2021-08-10 01:49:09 main:574] : INFO : Epoch 1597 | loss: 0.0310741 | val_loss: 0.0311881 | Time: 1930.04 ms [2021-08-10 01:49:11 main:574] : INFO : Epoch 1598 | loss: 0.0310681 | val_loss: 0.0312009 | Time: 2010.44 ms [2021-08-10 01:49:13 main:574] : INFO : Epoch 1599 | loss: 0.0310612 | val_loss: 0.0312104 | Time: 1796.22 ms [2021-08-10 01:49:15 main:574] : INFO : Epoch 1600 | loss: 0.0310585 | val_loss: 0.0311946 | Time: 1934.97 ms [2021-08-10 01:49:17 main:574] : INFO : Epoch 1601 | loss: 0.0310658 | val_loss: 0.031199 | Time: 2014.38 ms [2021-08-10 01:49:18 main:574] : INFO : Epoch 1602 | loss: 0.0310723 | val_loss: 0.0311967 | Time: 1806.07 ms [2021-08-10 01:49:20 main:574] : INFO : Epoch 1603 | loss: 0.0310709 | val_loss: 0.0311883 | Time: 1774.06 ms [2021-08-10 01:49:22 main:574] : INFO : Epoch 1604 | loss: 0.0310682 | val_loss: 0.0312108 | Time: 1950.61 ms [2021-08-10 01:49:24 main:574] : INFO : Epoch 1605 | loss: 0.0310903 | val_loss: 0.0311819 | Time: 2024.51 ms [2021-08-10 01:49:26 main:574] : INFO : Epoch 1606 | loss: 0.0310761 | val_loss: 0.0311978 | Time: 1771.99 ms [2021-08-10 01:49:28 main:574] : INFO : Epoch 1607 | loss: 0.0310651 | val_loss: 0.0311819 | Time: 1759.54 ms [2021-08-10 01:49:30 main:574] : INFO : Epoch 1608 | loss: 0.0310635 | val_loss: 0.0311991 | Time: 1938.9 ms [2021-08-10 01:49:32 main:574] : INFO : Epoch 1609 | loss: 0.0310622 | val_loss: 0.0311967 | Time: 1994.28 ms [2021-08-10 01:49:33 main:574] : INFO : Epoch 1610 | loss: 0.0310626 | val_loss: 0.0312 | Time: 1752.67 ms [2021-08-10 01:49:35 main:574] : INFO : Epoch 1611 | loss: 0.0310618 | val_loss: 0.0311985 | Time: 1760.67 ms [2021-08-10 01:49:37 main:574] : INFO : Epoch 1612 | loss: 0.0310683 | val_loss: 0.0311925 | Time: 1986.55 ms [2021-08-10 01:49:39 main:574] : INFO : Epoch 1613 | loss: 0.0310726 | val_loss: 0.0312187 | Time: 2001.62 ms [2021-08-10 01:49:41 main:574] : INFO : Epoch 1614 | loss: 0.0310678 | val_loss: 0.0312051 | Time: 1762.31 ms [2021-08-10 01:49:43 main:574] : INFO : Epoch 1615 | loss: 0.0310672 | val_loss: 0.0312021 | Time: 1760.42 ms [2021-08-10 01:49:45 main:574] : INFO : Epoch 1616 | loss: 0.0310606 | val_loss: 0.0312082 | Time: 1977.32 ms [2021-08-10 01:49:47 main:574] : INFO : Epoch 1617 | loss: 0.0310572 | val_loss: 0.031207 | Time: 1963.43 ms [2021-08-10 01:49:48 main:574] : INFO : Epoch 1618 | loss: 0.0310559 | val_loss: 0.0312029 | Time: 1779.48 ms [2021-08-10 01:49:50 main:574] : INFO : Epoch 1619 | loss: 0.0310575 | val_loss: 0.0312177 | Time: 1712.73 ms [2021-08-10 01:49:52 main:574] : INFO : Epoch 1620 | loss: 0.0310597 | val_loss: 0.0312107 | Time: 2010.95 ms [2021-08-10 01:49:54 main:574] : INFO : Epoch 1621 | loss: 0.0310581 | val_loss: 0.0311974 | Time: 1933.54 ms [2021-08-10 01:49:56 main:574] : INFO : Epoch 1622 | loss: 0.0310565 | val_loss: 0.0311938 | Time: 1775.1 ms [2021-08-10 01:49:58 main:574] : INFO : Epoch 1623 | loss: 0.031062 | val_loss: 0.0311966 | Time: 1768.03 ms [2021-08-10 01:50:00 main:574] : INFO : Epoch 1624 | loss: 0.0310607 | val_loss: 0.031195 | Time: 2017.01 ms [2021-08-10 01:50:02 main:574] : INFO : Epoch 1625 | loss: 0.0310595 | val_loss: 0.0312019 | Time: 1901.82 ms [2021-08-10 01:50:03 main:574] : INFO : Epoch 1626 | loss: 0.0310649 | val_loss: 0.0312005 | Time: 1777.87 ms [2021-08-10 01:50:05 main:574] : INFO : Epoch 1627 | loss: 0.0310628 | val_loss: 0.0312153 | Time: 1798.53 ms [2021-08-10 01:50:07 main:574] : INFO : Epoch 1628 | loss: 0.0310658 | val_loss: 0.0311869 | Time: 2019.67 ms [2021-08-10 01:50:09 main:574] : INFO : Epoch 1629 | loss: 0.0310595 | val_loss: 0.0312139 | Time: 1954.41 ms [2021-08-10 01:50:11 main:574] : INFO : Epoch 1630 | loss: 0.031052 | val_loss: 0.0312019 | Time: 1776.69 ms [2021-08-10 01:50:13 main:574] : INFO : Epoch 1631 | loss: 0.0310573 | val_loss: 0.0312007 | Time: 1771.26 ms [2021-08-10 01:50:15 main:574] : INFO : Epoch 1632 | loss: 0.0310528 | val_loss: 0.0312118 | Time: 2046.31 ms [2021-08-10 01:50:17 main:574] : INFO : Epoch 1633 | loss: 0.0310558 | val_loss: 0.0312042 | Time: 1935.18 ms [2021-08-10 01:50:18 main:574] : INFO : Epoch 1634 | loss: 0.0310603 | val_loss: 0.0312013 | Time: 1759.03 ms [2021-08-10 01:50:20 main:574] : INFO : Epoch 1635 | loss: 0.0310703 | val_loss: 0.0311903 | Time: 1769.67 ms [2021-08-10 01:50:22 main:574] : INFO : Epoch 1636 | loss: 0.0310668 | val_loss: 0.0312171 | Time: 2023.44 ms [2021-08-10 01:50:24 main:574] : INFO : Epoch 1637 | loss: 0.0310666 | val_loss: 0.0311962 | Time: 1921.41 ms [2021-08-10 01:50:26 main:574] : INFO : Epoch 1638 | loss: 0.0310626 | val_loss: 0.0312071 | Time: 1753.59 ms [2021-08-10 01:50:28 main:574] : INFO : Epoch 1639 | loss: 0.0310525 | val_loss: 0.0312037 | Time: 1808.09 ms [2021-08-10 01:50:30 main:574] : INFO : Epoch 1640 | loss: 0.0310514 | val_loss: 0.0312223 | Time: 2029.61 ms [2021-08-10 01:50:32 main:574] : INFO : Epoch 1641 | loss: 0.0310548 | val_loss: 0.0312165 | Time: 1928.69 ms [2021-08-10 01:50:34 main:574] : INFO : Epoch 1642 | loss: 0.0310541 | val_loss: 0.0312204 | Time: 1731.82 ms [2021-08-10 01:50:35 main:574] : INFO : Epoch 1643 | loss: 0.0310546 | val_loss: 0.0312233 | Time: 1795.07 ms [2021-08-10 01:50:48 main:574] : INFO : Epoch 1644 | loss: 0.031059 | val_loss: 0.0312127 | Time: 12317.9 ms [2021-08-10 01:50:49 main:574] : INFO : Epoch 1645 | loss: 0.0310593 | val_loss: 0.0311875 | Time: 1778.1 ms [2021-08-10 01:50:51 main:574] : INFO : Epoch 1646 | loss: 0.0310581 | val_loss: 0.031189 | Time: 1716.41 ms [2021-08-10 01:50:53 main:574] : INFO : Epoch 1647 | loss: 0.0310592 | val_loss: 0.0311896 | Time: 1777.32 ms [2021-08-10 01:50:55 main:574] : INFO : Epoch 1648 | loss: 0.0310585 | val_loss: 0.0312028 | Time: 2022.19 ms [2021-08-10 01:50:57 main:574] : INFO : Epoch 1649 | loss: 0.0310521 | val_loss: 0.0312141 | Time: 1912.38 ms [2021-08-10 01:50:59 main:574] : INFO : Epoch 1650 | loss: 0.0310526 | val_loss: 0.0312085 | Time: 1760.7 ms [2021-08-10 01:51:00 main:574] : INFO : Epoch 1651 | loss: 0.0310483 | val_loss: 0.0312128 | Time: 1817.37 ms [2021-08-10 01:51:02 main:574] : INFO : Epoch 1652 | loss: 0.0310504 | val_loss: 0.0311861 | Time: 2009.26 ms [2021-08-10 01:51:04 main:574] : INFO : Epoch 1653 | loss: 0.0310579 | val_loss: 0.0312252 | Time: 1915.69 ms [2021-08-10 01:51:06 main:574] : INFO : Epoch 1654 | loss: 0.0310546 | val_loss: 0.0312117 | Time: 1770.41 ms [2021-08-10 01:51:08 main:574] : INFO : Epoch 1655 | loss: 0.0310509 | val_loss: 0.0312062 | Time: 1823.44 ms [2021-08-10 01:51:10 main:574] : INFO : Epoch 1656 | loss: 0.0310465 | val_loss: 0.0312146 | Time: 2011.18 ms [2021-08-10 01:51:12 main:574] : INFO : Epoch 1657 | loss: 0.0310589 | val_loss: 0.0312147 | Time: 1884.57 ms [2021-08-10 01:51:14 main:574] : INFO : Epoch 1658 | loss: 0.0310595 | val_loss: 0.0312114 | Time: 1774.54 ms [2021-08-10 01:51:16 main:574] : INFO : Epoch 1659 | loss: 0.031054 | val_loss: 0.0312044 | Time: 1806.59 ms [2021-08-10 01:51:18 main:574] : INFO : Epoch 1660 | loss: 0.0310479 | val_loss: 0.0312266 | Time: 2037.42 ms [2021-08-10 01:51:19 main:574] : INFO : Epoch 1661 | loss: 0.0310572 | val_loss: 0.0312043 | Time: 1860.99 ms [2021-08-10 01:51:21 main:574] : INFO : Epoch 1662 | loss: 0.0310534 | val_loss: 0.0311984 | Time: 1725.58 ms [2021-08-10 01:51:23 main:574] : INFO : Epoch 1663 | loss: 0.0310528 | val_loss: 0.031182 | Time: 1851.27 ms [2021-08-10 01:51:25 main:574] : INFO : Epoch 1664 | loss: 0.0310639 | val_loss: 0.0312052 | Time: 2036.39 ms [2021-08-10 01:51:27 main:574] : INFO : Epoch 1665 | loss: 0.031057 | val_loss: 0.031195 | Time: 1870.38 ms [2021-08-10 01:51:29 main:574] : INFO : Epoch 1666 | loss: 0.0310538 | val_loss: 0.0312121 | Time: 1748.59 ms [2021-08-10 01:51:31 main:574] : INFO : Epoch 1667 | loss: 0.0310774 | val_loss: 0.0311994 | Time: 1834.41 ms [2021-08-10 01:51:33 main:574] : INFO : Epoch 1668 | loss: 0.0310668 | val_loss: 0.0311882 | Time: 2036.82 ms [2021-08-10 01:51:34 main:574] : INFO : Epoch 1669 | loss: 0.0310609 | val_loss: 0.0311946 | Time: 1850.09 ms [2021-08-10 01:51:36 main:574] : INFO : Epoch 1670 | loss: 0.0310621 | val_loss: 0.0312035 | Time: 1733.28 ms [2021-08-10 01:51:38 main:574] : INFO : Epoch 1671 | loss: 0.0310574 | val_loss: 0.0312092 | Time: 1874.51 ms [2021-08-10 01:51:40 main:574] : INFO : Epoch 1672 | loss: 0.0310485 | val_loss: 0.0312107 | Time: 2035 ms [2021-08-10 01:51:42 main:574] : INFO : Epoch 1673 | loss: 0.0310531 | val_loss: 0.0312171 | Time: 1856.55 ms [2021-08-10 01:51:44 main:574] : INFO : Epoch 1674 | loss: 0.0310578 | val_loss: 0.0312012 | Time: 1789.71 ms [2021-08-10 01:51:46 main:574] : INFO : Epoch 1675 | loss: 0.0310557 | val_loss: 0.0312028 | Time: 1878.56 ms [2021-08-10 01:51:48 main:574] : INFO : Epoch 1676 | loss: 0.0310653 | val_loss: 0.0312129 | Time: 2083.78 ms [2021-08-10 01:51:50 main:574] : INFO : Epoch 1677 | loss: 0.0310638 | val_loss: 0.0312298 | Time: 1910.25 ms [2021-08-10 01:51:51 main:574] : INFO : Epoch 1678 | loss: 0.0310568 | val_loss: 0.0311944 | Time: 1794.52 ms [2021-08-10 01:51:53 main:574] : INFO : Epoch 1679 | loss: 0.0310514 | val_loss: 0.0312172 | Time: 1830.63 ms [2021-08-10 01:51:55 main:574] : INFO : Epoch 1680 | loss: 0.0310546 | val_loss: 0.0311907 | Time: 2041.88 ms [2021-08-10 01:51:57 main:574] : INFO : Epoch 1681 | loss: 0.0310712 | val_loss: 0.0312348 | Time: 1935.4 ms [2021-08-10 01:51:59 main:574] : INFO : Epoch 1682 | loss: 0.0310571 | val_loss: 0.0311967 | Time: 1756.04 ms [2021-08-10 01:52:01 main:574] : INFO : Epoch 1683 | loss: 0.0310534 | val_loss: 0.031207 | Time: 1792.04 ms [2021-08-10 01:52:03 main:574] : INFO : Epoch 1684 | loss: 0.0310527 | val_loss: 0.0312077 | Time: 2080.56 ms [2021-08-10 01:52:05 main:574] : INFO : Epoch 1685 | loss: 0.0310527 | val_loss: 0.0312087 | Time: 1928.02 ms [2021-08-10 01:52:07 main:574] : INFO : Epoch 1686 | loss: 0.0310481 | val_loss: 0.0312124 | Time: 1754.7 ms [2021-08-10 01:52:08 main:574] : INFO : Epoch 1687 | loss: 0.0310537 | val_loss: 0.0311975 | Time: 1815.62 ms [2021-08-10 01:52:10 main:574] : INFO : Epoch 1688 | loss: 0.0310627 | val_loss: 0.0311922 | Time: 2029.92 ms [2021-08-10 01:52:12 main:574] : INFO : Epoch 1689 | loss: 0.0310539 | val_loss: 0.031206 | Time: 1975.84 ms [2021-08-10 01:52:14 main:574] : INFO : Epoch 1690 | loss: 0.0310483 | val_loss: 0.0311994 | Time: 1811.78 ms [2021-08-10 01:52:16 main:574] : INFO : Epoch 1691 | loss: 0.0310474 | val_loss: 0.0312066 | Time: 1789.25 ms [2021-08-10 01:52:18 main:574] : INFO : Epoch 1692 | loss: 0.0310465 | val_loss: 0.0312212 | Time: 2022.56 ms [2021-08-10 01:52:30 main:574] : INFO : Epoch 1693 | loss: 0.0310489 | val_loss: 0.0312197 | Time: 12252.9 ms [2021-08-10 01:52:32 main:574] : INFO : Epoch 1694 | loss: 0.0310474 | val_loss: 0.0312114 | Time: 1808.07 ms [2021-08-10 01:52:34 main:574] : INFO : Epoch 1695 | loss: 0.0310546 | val_loss: 0.0312007 | Time: 1749.18 ms [2021-08-10 01:52:36 main:574] : INFO : Epoch 1696 | loss: 0.0310611 | val_loss: 0.0311921 | Time: 1889.89 ms [2021-08-10 01:52:38 main:574] : INFO : Epoch 1697 | loss: 0.0310591 | val_loss: 0.0312344 | Time: 2066.21 ms [2021-08-10 01:52:40 main:574] : INFO : Epoch 1698 | loss: 0.0310939 | val_loss: 0.0312023 | Time: 1874.8 ms [2021-08-10 01:52:42 main:574] : INFO : Epoch 1699 | loss: 0.0310903 | val_loss: 0.0311884 | Time: 1813.98 ms [2021-08-10 01:52:43 main:574] : INFO : Epoch 1700 | loss: 0.0310792 | val_loss: 0.0311957 | Time: 1842.04 ms [2021-08-10 01:52:45 main:574] : INFO : Epoch 1701 | loss: 0.0310676 | val_loss: 0.0311891 | Time: 2049.78 ms [2021-08-10 01:52:47 main:574] : INFO : Epoch 1702 | loss: 0.0310617 | val_loss: 0.0311913 | Time: 1860.84 ms [2021-08-10 01:52:49 main:574] : INFO : Epoch 1703 | loss: 0.031064 | val_loss: 0.0312176 | Time: 1844.05 ms [2021-08-10 01:52:51 main:574] : INFO : Epoch 1704 | loss: 0.0310558 | val_loss: 0.031219 | Time: 1826.07 ms [2021-08-10 01:52:53 main:574] : INFO : Epoch 1705 | loss: 0.031049 | val_loss: 0.0312 | Time: 2038.94 ms [2021-08-10 01:52:55 main:574] : INFO : Epoch 1706 | loss: 0.0310455 | val_loss: 0.0312063 | Time: 1885.5 ms [2021-08-10 01:52:57 main:574] : INFO : Epoch 1707 | loss: 0.0310453 | val_loss: 0.0311935 | Time: 1834.5 ms [2021-08-10 01:52:59 main:574] : INFO : Epoch 1708 | loss: 0.0310418 | val_loss: 0.0312032 | Time: 1816.43 ms [2021-08-10 01:53:01 main:574] : INFO : Epoch 1709 | loss: 0.0310515 | val_loss: 0.0311961 | Time: 2065.06 ms [2021-08-10 01:53:03 main:574] : INFO : Epoch 1710 | loss: 0.0310564 | val_loss: 0.0312283 | Time: 1908.62 ms [2021-08-10 01:53:04 main:574] : INFO : Epoch 1711 | loss: 0.0310447 | val_loss: 0.0312234 | Time: 1830.64 ms [2021-08-10 01:53:06 main:574] : INFO : Epoch 1712 | loss: 0.0310452 | val_loss: 0.031209 | Time: 1778.18 ms [2021-08-10 01:53:08 main:574] : INFO : Epoch 1713 | loss: 0.0310482 | val_loss: 0.031205 | Time: 2049.21 ms [2021-08-10 01:53:10 main:574] : INFO : Epoch 1714 | loss: 0.031057 | val_loss: 0.0312344 | Time: 1999.02 ms [2021-08-10 01:53:12 main:574] : INFO : Epoch 1715 | loss: 0.0310672 | val_loss: 0.0312037 | Time: 1790.22 ms [2021-08-10 01:53:14 main:574] : INFO : Epoch 1716 | loss: 0.0310614 | val_loss: 0.0312253 | Time: 1772.79 ms [2021-08-10 01:53:16 main:574] : INFO : Epoch 1717 | loss: 0.0310539 | val_loss: 0.0312144 | Time: 2029.56 ms [2021-08-10 01:53:18 main:574] : INFO : Epoch 1718 | loss: 0.0310468 | val_loss: 0.0312233 | Time: 2013.67 ms [2021-08-10 01:53:20 main:574] : INFO : Epoch 1719 | loss: 0.0310431 | val_loss: 0.0312074 | Time: 1805.94 ms [2021-08-10 01:53:22 main:574] : INFO : Epoch 1720 | loss: 0.031042 | val_loss: 0.03122 | Time: 1794.99 ms [2021-08-10 01:53:24 main:574] : INFO : Epoch 1721 | loss: 0.0310484 | val_loss: 0.0312247 | Time: 1950.56 ms [2021-08-10 01:53:25 main:574] : INFO : Epoch 1722 | loss: 0.0310444 | val_loss: 0.0312145 | Time: 1985.81 ms [2021-08-10 01:53:27 main:574] : INFO : Epoch 1723 | loss: 0.0310522 | val_loss: 0.0311998 | Time: 1776.13 ms [2021-08-10 01:53:29 main:574] : INFO : Epoch 1724 | loss: 0.0310553 | val_loss: 0.0312016 | Time: 1856.48 ms [2021-08-10 01:53:31 main:574] : INFO : Epoch 1725 | loss: 0.0310586 | val_loss: 0.0312164 | Time: 1963.91 ms [2021-08-10 01:53:33 main:574] : INFO : Epoch 1726 | loss: 0.0310457 | val_loss: 0.0312156 | Time: 2055.49 ms [2021-08-10 01:53:35 main:574] : INFO : Epoch 1727 | loss: 0.0310484 | val_loss: 0.0312317 | Time: 1843.13 ms [2021-08-10 01:53:37 main:574] : INFO : Epoch 1728 | loss: 0.0310523 | val_loss: 0.0312276 | Time: 1788.11 ms [2021-08-10 01:53:39 main:574] : INFO : Epoch 1729 | loss: 0.0310526 | val_loss: 0.0312148 | Time: 1897.81 ms [2021-08-10 01:53:41 main:574] : INFO : Epoch 1730 | loss: 0.0310528 | val_loss: 0.0312079 | Time: 2036.14 ms [2021-08-10 01:53:43 main:574] : INFO : Epoch 1731 | loss: 0.0310488 | val_loss: 0.0312281 | Time: 1908.52 ms [2021-08-10 01:53:45 main:574] : INFO : Epoch 1732 | loss: 0.0310507 | val_loss: 0.0311919 | Time: 1823.52 ms [2021-08-10 01:53:46 main:574] : INFO : Epoch 1733 | loss: 0.031058 | val_loss: 0.0312068 | Time: 1874.73 ms [2021-08-10 01:53:48 main:574] : INFO : Epoch 1734 | loss: 0.0310504 | val_loss: 0.0312241 | Time: 2060.92 ms [2021-08-10 01:53:50 main:574] : INFO : Epoch 1735 | loss: 0.0310486 | val_loss: 0.0312221 | Time: 1883.69 ms [2021-08-10 01:53:52 main:574] : INFO : Epoch 1736 | loss: 0.0310471 | val_loss: 0.0312037 | Time: 1731 ms [2021-08-10 01:53:54 main:574] : INFO : Epoch 1737 | loss: 0.0310476 | val_loss: 0.0311874 | Time: 1848.86 ms [2021-08-10 01:53:56 main:574] : INFO : Epoch 1738 | loss: 0.0310561 | val_loss: 0.0312359 | Time: 2035.18 ms [2021-08-10 01:53:58 main:574] : INFO : Epoch 1739 | loss: 0.0310511 | val_loss: 0.031226 | Time: 1920.49 ms [2021-08-10 01:54:00 main:574] : INFO : Epoch 1740 | loss: 0.0310618 | val_loss: 0.0312292 | Time: 1750.5 ms [2021-08-10 01:54:02 main:574] : INFO : Epoch 1741 | loss: 0.0310551 | val_loss: 0.0312152 | Time: 1834.05 ms [2021-08-10 01:54:04 main:574] : INFO : Epoch 1742 | loss: 0.0310518 | val_loss: 0.0312041 | Time: 2027.44 ms [2021-08-10 01:54:05 main:574] : INFO : Epoch 1743 | loss: 0.0310522 | val_loss: 0.031213 | Time: 1886.06 ms [2021-08-10 01:54:07 main:574] : INFO : Epoch 1744 | loss: 0.031041 | val_loss: 0.0312117 | Time: 1780.84 ms [2021-08-10 01:54:09 main:574] : INFO : Epoch 1745 | loss: 0.0310424 | val_loss: 0.03122 | Time: 1830.36 ms [2021-08-10 01:54:11 main:574] : INFO : Epoch 1746 | loss: 0.0310376 | val_loss: 0.0312203 | Time: 2041.65 ms [2021-08-10 01:54:13 main:574] : INFO : Epoch 1747 | loss: 0.0310392 | val_loss: 0.0312112 | Time: 2010.76 ms [2021-08-10 01:54:15 main:574] : INFO : Epoch 1748 | loss: 0.031039 | val_loss: 0.0312514 | Time: 1805.64 ms [2021-08-10 01:54:17 main:574] : INFO : Epoch 1749 | loss: 0.0310465 | val_loss: 0.0312173 | Time: 1786.63 ms [2021-08-10 01:54:19 main:574] : INFO : Epoch 1750 | loss: 0.0310634 | val_loss: 0.0311996 | Time: 2050.42 ms [2021-08-10 01:54:21 main:574] : INFO : Epoch 1751 | loss: 0.0310552 | val_loss: 0.0311943 | Time: 1997.17 ms [2021-08-10 01:54:23 main:574] : INFO : Epoch 1752 | loss: 0.0310541 | val_loss: 0.0312157 | Time: 1810.03 ms [2021-08-10 01:54:24 main:574] : INFO : Epoch 1753 | loss: 0.0310489 | val_loss: 0.0312108 | Time: 1768.84 ms [2021-08-10 01:54:26 main:574] : INFO : Epoch 1754 | loss: 0.0310509 | val_loss: 0.0312243 | Time: 2014.08 ms [2021-08-10 01:54:28 main:574] : INFO : Epoch 1755 | loss: 0.0310453 | val_loss: 0.0312098 | Time: 2059.73 ms [2021-08-10 01:54:40 main:574] : INFO : Epoch 1756 | loss: 0.0310477 | val_loss: 0.0312039 | Time: 11945.6 ms [2021-08-10 01:54:42 main:574] : INFO : Epoch 1757 | loss: 0.0310455 | val_loss: 0.0312096 | Time: 1759 ms [2021-08-10 01:54:44 main:574] : INFO : Epoch 1758 | loss: 0.0310644 | val_loss: 0.031205 | Time: 1894.9 ms [2021-08-10 01:54:46 main:574] : INFO : Epoch 1759 | loss: 0.0310625 | val_loss: 0.0311774 | Time: 2024.16 ms [2021-08-10 01:54:48 main:574] : INFO : Epoch 1760 | loss: 0.0310789 | val_loss: 0.0311969 | Time: 1802.92 ms [2021-08-10 01:54:50 main:574] : INFO : Epoch 1761 | loss: 0.0310711 | val_loss: 0.0312048 | Time: 1791.94 ms [2021-08-10 01:54:52 main:574] : INFO : Epoch 1762 | loss: 0.0310512 | val_loss: 0.0312139 | Time: 1878.5 ms [2021-08-10 01:54:54 main:574] : INFO : Epoch 1763 | loss: 0.0310436 | val_loss: 0.0312162 | Time: 2041.42 ms [2021-08-10 01:54:56 main:574] : INFO : Epoch 1764 | loss: 0.0310392 | val_loss: 0.0312112 | Time: 1828.96 ms [2021-08-10 01:54:57 main:574] : INFO : Epoch 1765 | loss: 0.0310433 | val_loss: 0.0312131 | Time: 1804.74 ms [2021-08-10 01:54:59 main:574] : INFO : Epoch 1766 | loss: 0.0310455 | val_loss: 0.0312021 | Time: 1873.99 ms [2021-08-10 01:55:01 main:574] : INFO : Epoch 1767 | loss: 0.0310414 | val_loss: 0.031219 | Time: 2016.34 ms [2021-08-10 01:55:03 main:574] : INFO : Epoch 1768 | loss: 0.0310393 | val_loss: 0.0312182 | Time: 1799.5 ms [2021-08-10 01:55:05 main:574] : INFO : Epoch 1769 | loss: 0.0310371 | val_loss: 0.0312179 | Time: 1826.38 ms [2021-08-10 01:55:07 main:574] : INFO : Epoch 1770 | loss: 0.0310389 | val_loss: 0.0312391 | Time: 1926.9 ms [2021-08-10 01:55:09 main:574] : INFO : Epoch 1771 | loss: 0.0310409 | val_loss: 0.0312228 | Time: 2027.74 ms [2021-08-10 01:55:11 main:574] : INFO : Epoch 1772 | loss: 0.0310472 | val_loss: 0.0312315 | Time: 1892.12 ms [2021-08-10 01:55:13 main:574] : INFO : Epoch 1773 | loss: 0.0310408 | val_loss: 0.0312174 | Time: 1826.66 ms [2021-08-10 01:55:14 main:574] : INFO : Epoch 1774 | loss: 0.0310385 | val_loss: 0.0312128 | Time: 1846.07 ms [2021-08-10 01:55:16 main:574] : INFO : Epoch 1775 | loss: 0.0310409 | val_loss: 0.0312095 | Time: 2034.06 ms [2021-08-10 01:55:18 main:574] : INFO : Epoch 1776 | loss: 0.0310524 | val_loss: 0.0311984 | Time: 1926.99 ms [2021-08-10 01:55:20 main:574] : INFO : Epoch 1777 | loss: 0.0310466 | val_loss: 0.0312015 | Time: 1762.43 ms [2021-08-10 01:55:22 main:574] : INFO : Epoch 1778 | loss: 0.0310434 | val_loss: 0.0312104 | Time: 1815.75 ms [2021-08-10 01:55:24 main:574] : INFO : Epoch 1779 | loss: 0.0310422 | val_loss: 0.0312087 | Time: 1993.54 ms [2021-08-10 01:55:26 main:574] : INFO : Epoch 1780 | loss: 0.0310479 | val_loss: 0.0311975 | Time: 1933.23 ms [2021-08-10 01:55:28 main:574] : INFO : Epoch 1781 | loss: 0.0310466 | val_loss: 0.0312137 | Time: 1765.19 ms [2021-08-10 01:55:30 main:574] : INFO : Epoch 1782 | loss: 0.0310441 | val_loss: 0.0311998 | Time: 1842.42 ms [2021-08-10 01:55:32 main:574] : INFO : Epoch 1783 | loss: 0.0310512 | val_loss: 0.0312131 | Time: 2053.28 ms [2021-08-10 01:55:34 main:574] : INFO : Epoch 1784 | loss: 0.031041 | val_loss: 0.0312062 | Time: 1915.67 ms [2021-08-10 01:55:35 main:574] : INFO : Epoch 1785 | loss: 0.0310492 | val_loss: 0.0311973 | Time: 1747.92 ms [2021-08-10 01:55:37 main:574] : INFO : Epoch 1786 | loss: 0.031076 | val_loss: 0.031217 | Time: 1805.32 ms [2021-08-10 01:55:39 main:574] : INFO : Epoch 1787 | loss: 0.0310584 | val_loss: 0.0312235 | Time: 2048.54 ms [2021-08-10 01:55:41 main:574] : INFO : Epoch 1788 | loss: 0.0310441 | val_loss: 0.031228 | Time: 1942.56 ms [2021-08-10 01:55:43 main:574] : INFO : Epoch 1789 | loss: 0.0310453 | val_loss: 0.0312248 | Time: 1756.4 ms [2021-08-10 01:55:45 main:574] : INFO : Epoch 1790 | loss: 0.0310394 | val_loss: 0.0312081 | Time: 1795.88 ms [2021-08-10 01:55:47 main:574] : INFO : Epoch 1791 | loss: 0.0310423 | val_loss: 0.0312059 | Time: 2088.95 ms [2021-08-10 01:55:49 main:574] : INFO : Epoch 1792 | loss: 0.0310383 | val_loss: 0.0312249 | Time: 1962.76 ms [2021-08-10 01:55:51 main:574] : INFO : Epoch 1793 | loss: 0.0310417 | val_loss: 0.0312157 | Time: 1780.65 ms [2021-08-10 01:56:02 main:574] : INFO : Epoch 1794 | loss: 0.0310419 | val_loss: 0.0312357 | Time: 11925.7 ms [2021-08-10 01:56:04 main:574] : INFO : Epoch 1795 | loss: 0.0310428 | val_loss: 0.0312275 | Time: 1929.47 ms [2021-08-10 01:56:06 main:574] : INFO : Epoch 1796 | loss: 0.0310515 | val_loss: 0.0312199 | Time: 2011.93 ms [2021-08-10 01:56:08 main:574] : INFO : Epoch 1797 | loss: 0.0310562 | val_loss: 0.0312001 | Time: 1782.52 ms [2021-08-10 01:56:10 main:574] : INFO : Epoch 1798 | loss: 0.0310494 | val_loss: 0.0312104 | Time: 1755.04 ms [2021-08-10 01:56:12 main:574] : INFO : Epoch 1799 | loss: 0.0310477 | val_loss: 0.0312348 | Time: 1993.78 ms [2021-08-10 01:56:14 main:574] : INFO : Epoch 1800 | loss: 0.0310453 | val_loss: 0.0312311 | Time: 2006.52 ms [2021-08-10 01:56:16 main:574] : INFO : Epoch 1801 | loss: 0.0310438 | val_loss: 0.0312092 | Time: 1798.35 ms [2021-08-10 01:56:18 main:574] : INFO : Epoch 1802 | loss: 0.0310404 | val_loss: 0.0312146 | Time: 1786.85 ms [2021-08-10 01:56:20 main:574] : INFO : Epoch 1803 | loss: 0.0310379 | val_loss: 0.0312188 | Time: 1967.52 ms [2021-08-10 01:56:22 main:574] : INFO : Epoch 1804 | loss: 0.0310436 | val_loss: 0.0312028 | Time: 2007.6 ms [2021-08-10 01:56:23 main:574] : INFO : Epoch 1805 | loss: 0.0310376 | val_loss: 0.0312308 | Time: 1787.56 ms [2021-08-10 01:56:25 main:574] : INFO : Epoch 1806 | loss: 0.0310369 | val_loss: 0.0312378 | Time: 1765.66 ms [2021-08-10 01:56:27 main:574] : INFO : Epoch 1807 | loss: 0.0310475 | val_loss: 0.0312395 | Time: 1945.08 ms [2021-08-10 01:56:29 main:574] : INFO : Epoch 1808 | loss: 0.0310408 | val_loss: 0.0312142 | Time: 2010.66 ms [2021-08-10 01:56:31 main:574] : INFO : Epoch 1809 | loss: 0.0310345 | val_loss: 0.0312236 | Time: 1798.93 ms [2021-08-10 01:56:33 main:574] : INFO : Epoch 1810 | loss: 0.0310369 | val_loss: 0.031226 | Time: 1777.36 ms [2021-08-10 01:56:35 main:574] : INFO : Epoch 1811 | loss: 0.0310372 | val_loss: 0.0312127 | Time: 1946.54 ms [2021-08-10 01:56:37 main:574] : INFO : Epoch 1812 | loss: 0.0310517 | val_loss: 0.0312301 | Time: 2084.68 ms [2021-08-10 01:56:39 main:574] : INFO : Epoch 1813 | loss: 0.0310363 | val_loss: 0.0312204 | Time: 1775.36 ms [2021-08-10 01:56:40 main:574] : INFO : Epoch 1814 | loss: 0.0310333 | val_loss: 0.0312278 | Time: 1805.53 ms [2021-08-10 01:56:42 main:574] : INFO : Epoch 1815 | loss: 0.0310327 | val_loss: 0.0312165 | Time: 1977.14 ms [2021-08-10 01:56:44 main:574] : INFO : Epoch 1816 | loss: 0.0310381 | val_loss: 0.0312418 | Time: 2040.73 ms [2021-08-10 01:56:46 main:574] : INFO : Epoch 1817 | loss: 0.0310741 | val_loss: 0.0312059 | Time: 1837.09 ms [2021-08-10 01:56:48 main:574] : INFO : Epoch 1818 | loss: 0.0310726 | val_loss: 0.0312221 | Time: 1854.95 ms [2021-08-10 01:56:50 main:574] : INFO : Epoch 1819 | loss: 0.031056 | val_loss: 0.0312131 | Time: 1845.83 ms [2021-08-10 01:56:52 main:574] : INFO : Epoch 1820 | loss: 0.0310451 | val_loss: 0.0312224 | Time: 2013.69 ms [2021-08-10 01:56:54 main:574] : INFO : Epoch 1821 | loss: 0.0310364 | val_loss: 0.0312281 | Time: 1828.46 ms [2021-08-10 01:56:56 main:574] : INFO : Epoch 1822 | loss: 0.0310427 | val_loss: 0.0312217 | Time: 1763.42 ms [2021-08-10 01:56:57 main:574] : INFO : Epoch 1823 | loss: 0.031045 | val_loss: 0.031219 | Time: 1893.55 ms [2021-08-10 01:56:59 main:574] : INFO : Epoch 1824 | loss: 0.0310351 | val_loss: 0.0312165 | Time: 2039.32 ms [2021-08-10 01:57:01 main:574] : INFO : Epoch 1825 | loss: 0.0310385 | val_loss: 0.0312028 | Time: 1791.52 ms [2021-08-10 01:57:03 main:574] : INFO : Epoch 1826 | loss: 0.0310605 | val_loss: 0.0311829 | Time: 2189.87 ms [2021-08-10 01:57:05 main:574] : INFO : Epoch 1827 | loss: 0.0311171 | val_loss: 0.0311685 | Time: 1776.34 ms [2021-08-10 01:57:07 main:574] : INFO : Epoch 1828 | loss: 0.0310998 | val_loss: 0.0311877 | Time: 2011.54 ms [2021-08-10 01:57:09 main:574] : INFO : Epoch 1829 | loss: 0.0310719 | val_loss: 0.0312 | Time: 1978.63 ms [2021-08-10 01:57:11 main:574] : INFO : Epoch 1830 | loss: 0.0310493 | val_loss: 0.0312093 | Time: 1809.17 ms [2021-08-10 01:57:13 main:574] : INFO : Epoch 1831 | loss: 0.0310411 | val_loss: 0.0311946 | Time: 1858.06 ms [2021-08-10 01:57:15 main:574] : INFO : Epoch 1832 | loss: 0.0310367 | val_loss: 0.0312198 | Time: 1948.41 ms [2021-08-10 01:57:17 main:574] : INFO : Epoch 1833 | loss: 0.0310273 | val_loss: 0.0312215 | Time: 2017.81 ms [2021-08-10 01:57:19 main:574] : INFO : Epoch 1834 | loss: 0.0310318 | val_loss: 0.0312278 | Time: 1791.59 ms [2021-08-10 01:57:21 main:574] : INFO : Epoch 1835 | loss: 0.0310334 | val_loss: 0.0312298 | Time: 1815.19 ms [2021-08-10 01:57:22 main:574] : INFO : Epoch 1836 | loss: 0.0310355 | val_loss: 0.0312101 | Time: 1934.51 ms [2021-08-10 01:57:25 main:574] : INFO : Epoch 1837 | loss: 0.0310394 | val_loss: 0.0312284 | Time: 2070.04 ms [2021-08-10 01:57:26 main:574] : INFO : Epoch 1838 | loss: 0.0310585 | val_loss: 0.0311938 | Time: 1799.77 ms [2021-08-10 01:57:28 main:574] : INFO : Epoch 1839 | loss: 0.0310413 | val_loss: 0.0312313 | Time: 1778.91 ms [2021-08-10 01:57:30 main:574] : INFO : Epoch 1840 | loss: 0.0310315 | val_loss: 0.0312144 | Time: 1902.77 ms [2021-08-10 01:57:32 main:574] : INFO : Epoch 1841 | loss: 0.0310294 | val_loss: 0.0312329 | Time: 2028.35 ms [2021-08-10 01:57:34 main:574] : INFO : Epoch 1842 | loss: 0.0310343 | val_loss: 0.0312375 | Time: 1831.67 ms [2021-08-10 01:57:36 main:574] : INFO : Epoch 1843 | loss: 0.0310307 | val_loss: 0.0312172 | Time: 1819.24 ms [2021-08-10 01:57:38 main:574] : INFO : Epoch 1844 | loss: 0.0310433 | val_loss: 0.0312116 | Time: 1890.65 ms [2021-08-10 01:57:40 main:574] : INFO : Epoch 1845 | loss: 0.0310536 | val_loss: 0.0312021 | Time: 2045.73 ms [2021-08-10 01:57:42 main:574] : INFO : Epoch 1846 | loss: 0.0310504 | val_loss: 0.0312215 | Time: 1839.23 ms [2021-08-10 01:57:43 main:574] : INFO : Epoch 1847 | loss: 0.0310408 | val_loss: 0.0312118 | Time: 1774.79 ms [2021-08-10 01:57:45 main:574] : INFO : Epoch 1848 | loss: 0.0310475 | val_loss: 0.0312213 | Time: 1869.74 ms [2021-08-10 01:57:47 main:574] : INFO : Epoch 1849 | loss: 0.0310425 | val_loss: 0.0312155 | Time: 2077.71 ms [2021-08-10 01:57:49 main:574] : INFO : Epoch 1850 | loss: 0.0310367 | val_loss: 0.0312244 | Time: 1862.06 ms [2021-08-10 01:57:51 main:574] : INFO : Epoch 1851 | loss: 0.0310374 | val_loss: 0.0312221 | Time: 1762.31 ms [2021-08-10 01:57:53 main:574] : INFO : Epoch 1852 | loss: 0.0310326 | val_loss: 0.0312201 | Time: 1874.53 ms [2021-08-10 01:57:55 main:574] : INFO : Epoch 1853 | loss: 0.0310403 | val_loss: 0.031211 | Time: 2016.97 ms [2021-08-10 01:57:57 main:574] : INFO : Epoch 1854 | loss: 0.0310396 | val_loss: 0.0312077 | Time: 1879.05 ms [2021-08-10 01:57:59 main:574] : INFO : Epoch 1855 | loss: 0.0310307 | val_loss: 0.031229 | Time: 1746.62 ms [2021-08-10 01:58:00 main:574] : INFO : Epoch 1856 | loss: 0.0310366 | val_loss: 0.0312417 | Time: 1877.83 ms [2021-08-10 01:58:02 main:574] : INFO : Epoch 1857 | loss: 0.0310338 | val_loss: 0.0312342 | Time: 2028.25 ms [2021-08-10 01:58:05 main:574] : INFO : Epoch 1858 | loss: 0.0310287 | val_loss: 0.0312093 | Time: 2091.24 ms [2021-08-10 01:58:06 main:574] : INFO : Epoch 1859 | loss: 0.0310348 | val_loss: 0.0312293 | Time: 1772.54 ms [2021-08-10 01:58:08 main:574] : INFO : Epoch 1860 | loss: 0.0310427 | val_loss: 0.0312341 | Time: 1778.83 ms [2021-08-10 01:58:10 main:574] : INFO : Epoch 1861 | loss: 0.0310399 | val_loss: 0.0312306 | Time: 2044.61 ms [2021-08-10 01:58:12 main:574] : INFO : Epoch 1862 | loss: 0.0310298 | val_loss: 0.0312405 | Time: 1984.92 ms [2021-08-10 01:58:24 main:574] : INFO : Epoch 1863 | loss: 0.0310395 | val_loss: 0.0312248 | Time: 12020.1 ms [2021-08-10 01:58:26 main:574] : INFO : Epoch 1864 | loss: 0.0310304 | val_loss: 0.0312225 | Time: 2191.2 ms [2021-08-10 01:58:28 main:574] : INFO : Epoch 1865 | loss: 0.0310277 | val_loss: 0.0312217 | Time: 1778.34 ms [2021-08-10 01:58:30 main:574] : INFO : Epoch 1866 | loss: 0.0310382 | val_loss: 0.0312143 | Time: 2035.02 ms [2021-08-10 01:58:32 main:574] : INFO : Epoch 1867 | loss: 0.0310564 | val_loss: 0.0312151 | Time: 1920.73 ms [2021-08-10 01:58:34 main:574] : INFO : Epoch 1868 | loss: 0.031039 | val_loss: 0.0312348 | Time: 1844.75 ms [2021-08-10 01:58:36 main:574] : INFO : Epoch 1869 | loss: 0.0310378 | val_loss: 0.0312215 | Time: 1777.77 ms [2021-08-10 01:58:38 main:574] : INFO : Epoch 1870 | loss: 0.0310337 | val_loss: 0.0312264 | Time: 2018.59 ms [2021-08-10 01:58:40 main:574] : INFO : Epoch 1871 | loss: 0.0310365 | val_loss: 0.0312202 | Time: 1968.81 ms [2021-08-10 01:58:42 main:574] : INFO : Epoch 1872 | loss: 0.0310412 | val_loss: 0.0312224 | Time: 1784.49 ms [2021-08-10 01:58:53 main:574] : INFO : Epoch 1873 | loss: 0.0310352 | val_loss: 0.0312201 | Time: 11835.9 ms [2021-08-10 01:58:55 main:574] : INFO : Epoch 1874 | loss: 0.0310344 | val_loss: 0.0312377 | Time: 2002.59 ms [2021-08-10 01:58:57 main:574] : INFO : Epoch 1875 | loss: 0.0310337 | val_loss: 0.0312245 | Time: 1982.36 ms [2021-08-10 01:58:59 main:574] : INFO : Epoch 1876 | loss: 0.0310294 | val_loss: 0.0312016 | Time: 1878.49 ms [2021-08-10 01:59:01 main:574] : INFO : Epoch 1877 | loss: 0.0310454 | val_loss: 0.0312159 | Time: 1796 ms [2021-08-10 01:59:03 main:574] : INFO : Epoch 1878 | loss: 0.0310469 | val_loss: 0.0312337 | Time: 1929.85 ms [2021-08-10 01:59:05 main:574] : INFO : Epoch 1879 | loss: 0.0310313 | val_loss: 0.0312216 | Time: 2053.15 ms [2021-08-10 01:59:07 main:574] : INFO : Epoch 1880 | loss: 0.0310313 | val_loss: 0.0312557 | Time: 1804.11 ms [2021-08-10 01:59:09 main:574] : INFO : Epoch 1881 | loss: 0.0310251 | val_loss: 0.0312293 | Time: 1840.43 ms [2021-08-10 01:59:11 main:574] : INFO : Epoch 1882 | loss: 0.0310205 | val_loss: 0.0312376 | Time: 1906.09 ms [2021-08-10 01:59:13 main:574] : INFO : Epoch 1883 | loss: 0.0310216 | val_loss: 0.0312499 | Time: 2017.94 ms [2021-08-10 01:59:15 main:574] : INFO : Epoch 1884 | loss: 0.0310336 | val_loss: 0.0312109 | Time: 1822.26 ms [2021-08-10 01:59:16 main:574] : INFO : Epoch 1885 | loss: 0.0310312 | val_loss: 0.031232 | Time: 1809.09 ms [2021-08-10 01:59:18 main:574] : INFO : Epoch 1886 | loss: 0.0310279 | val_loss: 0.0312239 | Time: 1940.85 ms [2021-08-10 01:59:20 main:574] : INFO : Epoch 1887 | loss: 0.0310234 | val_loss: 0.0312249 | Time: 2038.25 ms [2021-08-10 01:59:22 main:574] : INFO : Epoch 1888 | loss: 0.0310242 | val_loss: 0.0312327 | Time: 1793.22 ms [2021-08-10 01:59:24 main:574] : INFO : Epoch 1889 | loss: 0.0310226 | val_loss: 0.0312389 | Time: 1743.88 ms [2021-08-10 01:59:26 main:574] : INFO : Epoch 1890 | loss: 0.0310352 | val_loss: 0.0312308 | Time: 1882.83 ms [2021-08-10 01:59:28 main:574] : INFO : Epoch 1891 | loss: 0.0310302 | val_loss: 0.0312166 | Time: 2014.31 ms [2021-08-10 01:59:30 main:574] : INFO : Epoch 1892 | loss: 0.0310366 | val_loss: 0.0312442 | Time: 1770.52 ms [2021-08-10 01:59:31 main:574] : INFO : Epoch 1893 | loss: 0.0310408 | val_loss: 0.0312422 | Time: 1788.95 ms [2021-08-10 01:59:33 main:574] : INFO : Epoch 1894 | loss: 0.0310344 | val_loss: 0.0312379 | Time: 1934.21 ms [2021-08-10 01:59:35 main:574] : INFO : Epoch 1895 | loss: 0.0310263 | val_loss: 0.0312423 | Time: 2042.63 ms [2021-08-10 01:59:37 main:574] : INFO : Epoch 1896 | loss: 0.0310245 | val_loss: 0.0312503 | Time: 1795.17 ms [2021-08-10 01:59:39 main:574] : INFO : Epoch 1897 | loss: 0.0310411 | val_loss: 0.0312402 | Time: 1787.02 ms [2021-08-10 01:59:41 main:574] : INFO : Epoch 1898 | loss: 0.0310442 | val_loss: 0.0312194 | Time: 1948.93 ms [2021-08-10 01:59:43 main:574] : INFO : Epoch 1899 | loss: 0.031044 | val_loss: 0.0312429 | Time: 2024.23 ms [2021-08-10 01:59:45 main:574] : INFO : Epoch 1900 | loss: 0.0310339 | val_loss: 0.0312412 | Time: 1789.27 ms [2021-08-10 01:59:47 main:574] : INFO : Epoch 1901 | loss: 0.0310258 | val_loss: 0.03122 | Time: 1769.4 ms [2021-08-10 01:59:48 main:574] : INFO : Epoch 1902 | loss: 0.0310306 | val_loss: 0.0312307 | Time: 1924.8 ms [2021-08-10 01:59:51 main:574] : INFO : Epoch 1903 | loss: 0.0310434 | val_loss: 0.0312114 | Time: 2077.27 ms [2021-08-10 01:59:52 main:574] : INFO : Epoch 1904 | loss: 0.0310503 | val_loss: 0.0312098 | Time: 1851.65 ms [2021-08-10 01:59:54 main:574] : INFO : Epoch 1905 | loss: 0.0310312 | val_loss: 0.0312435 | Time: 1781.59 ms [2021-08-10 01:59:56 main:574] : INFO : Epoch 1906 | loss: 0.0310252 | val_loss: 0.0312267 | Time: 1865.89 ms [2021-08-10 01:59:58 main:574] : INFO : Epoch 1907 | loss: 0.0310247 | val_loss: 0.0312462 | Time: 2014.29 ms [2021-08-10 02:00:00 main:574] : INFO : Epoch 1908 | loss: 0.0310237 | val_loss: 0.0312215 | Time: 1851.79 ms [2021-08-10 02:00:02 main:574] : INFO : Epoch 1909 | loss: 0.0310261 | val_loss: 0.0312221 | Time: 1788.67 ms [2021-08-10 02:00:04 main:574] : INFO : Epoch 1910 | loss: 0.0310258 | val_loss: 0.0312364 | Time: 1879.05 ms [2021-08-10 02:00:06 main:574] : INFO : Epoch 1911 | loss: 0.0310277 | val_loss: 0.0312355 | Time: 2069.5 ms [2021-08-10 02:00:08 main:574] : INFO : Epoch 1912 | loss: 0.0310312 | val_loss: 0.0312435 | Time: 1889.19 ms [2021-08-10 02:00:09 main:574] : INFO : Epoch 1913 | loss: 0.0310383 | val_loss: 0.0312191 | Time: 1789.74 ms [2021-08-10 02:00:11 main:574] : INFO : Epoch 1914 | loss: 0.0310287 | val_loss: 0.0312352 | Time: 1864.9 ms [2021-08-10 02:00:13 main:574] : INFO : Epoch 1915 | loss: 0.0310297 | val_loss: 0.0312492 | Time: 2048.65 ms [2021-08-10 02:00:15 main:574] : INFO : Epoch 1916 | loss: 0.0310229 | val_loss: 0.0312472 | Time: 1878.21 ms [2021-08-10 02:00:17 main:574] : INFO : Epoch 1917 | loss: 0.0310254 | val_loss: 0.0312142 | Time: 1825.06 ms [2021-08-10 02:00:19 main:574] : INFO : Epoch 1918 | loss: 0.0310222 | val_loss: 0.0312168 | Time: 1835 ms [2021-08-10 02:00:21 main:574] : INFO : Epoch 1919 | loss: 0.0310206 | val_loss: 0.0312454 | Time: 2080.58 ms [2021-08-10 02:00:23 main:574] : INFO : Epoch 1920 | loss: 0.0310238 | val_loss: 0.0312236 | Time: 1945.8 ms [2021-08-10 02:00:25 main:574] : INFO : Epoch 1921 | loss: 0.0310245 | val_loss: 0.0312327 | Time: 1771.77 ms [2021-08-10 02:00:26 main:574] : INFO : Epoch 1922 | loss: 0.0310372 | val_loss: 0.0312441 | Time: 1778.24 ms [2021-08-10 02:00:29 main:574] : INFO : Epoch 1923 | loss: 0.0310403 | val_loss: 0.0312461 | Time: 2061.42 ms [2021-08-10 02:00:30 main:574] : INFO : Epoch 1924 | loss: 0.0310703 | val_loss: 0.0312124 | Time: 1952.58 ms [2021-08-10 02:00:32 main:574] : INFO : Epoch 1925 | loss: 0.0310607 | val_loss: 0.0312166 | Time: 1826.26 ms [2021-08-10 02:00:34 main:574] : INFO : Epoch 1926 | loss: 0.0310357 | val_loss: 0.0312397 | Time: 1772.01 ms [2021-08-10 02:00:36 main:574] : INFO : Epoch 1927 | loss: 0.0310307 | val_loss: 0.0312305 | Time: 2037.28 ms [2021-08-10 02:00:38 main:574] : INFO : Epoch 1928 | loss: 0.0310266 | val_loss: 0.031243 | Time: 2022.96 ms [2021-08-10 02:00:40 main:574] : INFO : Epoch 1929 | loss: 0.0310205 | val_loss: 0.0312346 | Time: 1789.69 ms [2021-08-10 02:00:42 main:574] : INFO : Epoch 1930 | loss: 0.031033 | val_loss: 0.0312498 | Time: 1802.38 ms [2021-08-10 02:00:44 main:574] : INFO : Epoch 1931 | loss: 0.0310305 | val_loss: 0.03124 | Time: 1971.94 ms [2021-08-10 02:00:46 main:574] : INFO : Epoch 1932 | loss: 0.0310193 | val_loss: 0.0312593 | Time: 2049.7 ms [2021-08-10 02:00:48 main:574] : INFO : Epoch 1933 | loss: 0.0310288 | val_loss: 0.0312383 | Time: 1898.1 ms [2021-08-10 02:00:50 main:574] : INFO : Epoch 1934 | loss: 0.0310323 | val_loss: 0.0312232 | Time: 1804.1 ms [2021-08-10 02:00:51 main:574] : INFO : Epoch 1935 | loss: 0.0310385 | val_loss: 0.0312278 | Time: 1873.9 ms [2021-08-10 02:00:53 main:574] : INFO : Epoch 1936 | loss: 0.0310434 | val_loss: 0.0312353 | Time: 2026.05 ms [2021-08-10 02:00:55 main:574] : INFO : Epoch 1937 | loss: 0.0310412 | val_loss: 0.0312403 | Time: 1810.25 ms [2021-08-10 02:00:57 main:574] : INFO : Epoch 1938 | loss: 0.0310266 | val_loss: 0.031228 | Time: 1745.25 ms [2021-08-10 02:00:59 main:574] : INFO : Epoch 1939 | loss: 0.0310173 | val_loss: 0.0312284 | Time: 1927.51 ms [2021-08-10 02:01:01 main:574] : INFO : Epoch 1940 | loss: 0.031018 | val_loss: 0.0312415 | Time: 2003.45 ms [2021-08-10 02:01:03 main:574] : INFO : Epoch 1941 | loss: 0.0310155 | val_loss: 0.0312452 | Time: 1827.83 ms [2021-08-10 02:01:05 main:574] : INFO : Epoch 1942 | loss: 0.0310213 | val_loss: 0.031245 | Time: 1794.42 ms [2021-08-10 02:01:06 main:574] : INFO : Epoch 1943 | loss: 0.0310172 | val_loss: 0.0312354 | Time: 1909.56 ms [2021-08-10 02:01:09 main:574] : INFO : Epoch 1944 | loss: 0.0310232 | val_loss: 0.031245 | Time: 2064.16 ms [2021-08-10 02:01:10 main:574] : INFO : Epoch 1945 | loss: 0.031034 | val_loss: 0.0312417 | Time: 1850.27 ms [2021-08-10 02:01:12 main:574] : INFO : Epoch 1946 | loss: 0.0310461 | val_loss: 0.0312279 | Time: 1911.08 ms [2021-08-10 02:01:14 main:574] : INFO : Epoch 1947 | loss: 0.031042 | val_loss: 0.0312082 | Time: 1801.9 ms [2021-08-10 02:01:16 main:574] : INFO : Epoch 1948 | loss: 0.0310309 | val_loss: 0.0312262 | Time: 2037.51 ms [2021-08-10 02:01:18 main:574] : INFO : Epoch 1949 | loss: 0.0310288 | val_loss: 0.0312625 | Time: 1940.77 ms [2021-08-10 02:01:20 main:574] : INFO : Epoch 1950 | loss: 0.0310264 | val_loss: 0.0312391 | Time: 1802.8 ms [2021-08-10 02:01:22 main:574] : INFO : Epoch 1951 | loss: 0.0310277 | val_loss: 0.0312472 | Time: 1790.06 ms [2021-08-10 02:01:24 main:574] : INFO : Epoch 1952 | loss: 0.0310243 | val_loss: 0.0312282 | Time: 2053.57 ms [2021-08-10 02:01:26 main:574] : INFO : Epoch 1953 | loss: 0.0310246 | val_loss: 0.0312374 | Time: 1911.69 ms [2021-08-10 02:01:27 main:574] : INFO : Epoch 1954 | loss: 0.0310278 | val_loss: 0.0312375 | Time: 1751.9 ms [2021-08-10 02:01:29 main:574] : INFO : Epoch 1955 | loss: 0.0310235 | val_loss: 0.0312723 | Time: 1818.45 ms [2021-08-10 02:01:31 main:574] : INFO : Epoch 1956 | loss: 0.0310684 | val_loss: 0.031181 | Time: 1998.32 ms [2021-08-10 02:01:33 main:574] : INFO : Epoch 1957 | loss: 0.0310734 | val_loss: 0.0312148 | Time: 1937.13 ms [2021-08-10 02:01:35 main:574] : INFO : Epoch 1958 | loss: 0.0310686 | val_loss: 0.0312035 | Time: 1792.78 ms [2021-08-10 02:01:37 main:574] : INFO : Epoch 1959 | loss: 0.0311217 | val_loss: 0.0311815 | Time: 1776.59 ms [2021-08-10 02:01:39 main:574] : INFO : Epoch 1960 | loss: 0.0311089 | val_loss: 0.0312004 | Time: 2046.31 ms [2021-08-10 02:01:41 main:574] : INFO : Epoch 1961 | loss: 0.0310893 | val_loss: 0.0311994 | Time: 1966.15 ms [2021-08-10 02:01:43 main:574] : INFO : Epoch 1962 | loss: 0.0310725 | val_loss: 0.0312148 | Time: 1780.09 ms [2021-08-10 02:01:45 main:574] : INFO : Epoch 1963 | loss: 0.031063 | val_loss: 0.031225 | Time: 1789.98 ms [2021-08-10 02:01:47 main:574] : INFO : Epoch 1964 | loss: 0.0310595 | val_loss: 0.0312251 | Time: 2067.63 ms [2021-08-10 02:01:49 main:574] : INFO : Epoch 1965 | loss: 0.0310513 | val_loss: 0.0312402 | Time: 1967.9 ms [2021-08-10 02:01:50 main:574] : INFO : Epoch 1966 | loss: 0.0310488 | val_loss: 0.031251 | Time: 1856.03 ms [2021-08-10 02:01:52 main:574] : INFO : Epoch 1967 | loss: 0.0310445 | val_loss: 0.0312262 | Time: 1862.09 ms [2021-08-10 02:01:54 main:574] : INFO : Epoch 1968 | loss: 0.0310382 | val_loss: 0.0312342 | Time: 1991.3 ms [2021-08-10 02:01:56 main:574] : INFO : Epoch 1969 | loss: 0.0310359 | val_loss: 0.0312441 | Time: 2031.21 ms [2021-08-10 02:01:58 main:574] : INFO : Epoch 1970 | loss: 0.031041 | val_loss: 0.0311949 | Time: 1819.91 ms [2021-08-10 02:02:00 main:574] : INFO : Epoch 1971 | loss: 0.0310484 | val_loss: 0.0312487 | Time: 1783.46 ms [2021-08-10 02:02:02 main:574] : INFO : Epoch 1972 | loss: 0.0310542 | val_loss: 0.0312258 | Time: 1904.51 ms [2021-08-10 02:02:04 main:574] : INFO : Epoch 1973 | loss: 0.0310379 | val_loss: 0.0312452 | Time: 2008.6 ms [2021-08-10 02:02:06 main:574] : INFO : Epoch 1974 | loss: 0.0310309 | val_loss: 0.0312478 | Time: 1819.33 ms [2021-08-10 02:02:07 main:574] : INFO : Epoch 1975 | loss: 0.0310317 | val_loss: 0.0312243 | Time: 1761.82 ms [2021-08-10 02:02:09 main:574] : INFO : Epoch 1976 | loss: 0.0310306 | val_loss: 0.0312217 | Time: 1931.07 ms [2021-08-10 02:02:11 main:574] : INFO : Epoch 1977 | loss: 0.0310296 | val_loss: 0.0312424 | Time: 2050.47 ms [2021-08-10 02:02:13 main:574] : INFO : Epoch 1978 | loss: 0.0310251 | val_loss: 0.0312208 | Time: 1894.42 ms [2021-08-10 02:02:15 main:574] : INFO : Epoch 1979 | loss: 0.031025 | val_loss: 0.0312256 | Time: 1803.43 ms [2021-08-10 02:02:17 main:574] : INFO : Epoch 1980 | loss: 0.0310481 | val_loss: 0.0312397 | Time: 1853.51 ms [2021-08-10 02:02:19 main:574] : INFO : Epoch 1981 | loss: 0.0310393 | val_loss: 0.0312302 | Time: 2032.09 ms [2021-08-10 02:02:21 main:574] : INFO : Epoch 1982 | loss: 0.0310348 | val_loss: 0.0312403 | Time: 1916.59 ms [2021-08-10 02:02:23 main:574] : INFO : Epoch 1983 | loss: 0.0310239 | val_loss: 0.0312656 | Time: 1798.17 ms [2021-08-10 02:02:25 main:574] : INFO : Epoch 1984 | loss: 0.0310235 | val_loss: 0.0312367 | Time: 1862.1 ms [2021-08-10 02:02:27 main:574] : INFO : Epoch 1985 | loss: 0.0310215 | val_loss: 0.0312477 | Time: 2067.25 ms [2021-08-10 02:02:29 main:574] : INFO : Epoch 1986 | loss: 0.0310186 | val_loss: 0.0312309 | Time: 1929.7 ms [2021-08-10 02:02:30 main:574] : INFO : Epoch 1987 | loss: 0.0310225 | val_loss: 0.0312308 | Time: 1807.81 ms [2021-08-10 02:02:32 main:574] : INFO : Epoch 1988 | loss: 0.0310173 | val_loss: 0.031231 | Time: 1754.57 ms [2021-08-10 02:02:34 main:574] : INFO : Epoch 1989 | loss: 0.0310221 | val_loss: 0.0312428 | Time: 2074.21 ms [2021-08-10 02:02:36 main:574] : INFO : Epoch 1990 | loss: 0.0310239 | val_loss: 0.0312438 | Time: 1958.79 ms [2021-08-10 02:02:38 main:574] : INFO : Epoch 1991 | loss: 0.0310356 | val_loss: 0.0312492 | Time: 1778.58 ms [2021-08-10 02:02:40 main:574] : INFO : Epoch 1992 | loss: 0.0310267 | val_loss: 0.0312439 | Time: 1842.82 ms [2021-08-10 02:02:42 main:574] : INFO : Epoch 1993 | loss: 0.031032 | val_loss: 0.0312492 | Time: 1987.14 ms [2021-08-10 02:02:44 main:574] : INFO : Epoch 1994 | loss: 0.0310232 | val_loss: 0.0312398 | Time: 1996.17 ms [2021-08-10 02:02:46 main:574] : INFO : Epoch 1995 | loss: 0.0310281 | val_loss: 0.0312456 | Time: 1799.91 ms [2021-08-10 02:02:48 main:574] : INFO : Epoch 1996 | loss: 0.0310287 | val_loss: 0.0312337 | Time: 1801.25 ms [2021-08-10 02:02:50 main:574] : INFO : Epoch 1997 | loss: 0.0310183 | val_loss: 0.0312371 | Time: 1998.27 ms [2021-08-10 02:02:52 main:574] : INFO : Epoch 1998 | loss: 0.0310311 | val_loss: 0.0311967 | Time: 2146.7 ms [2021-08-10 02:02:54 main:574] : INFO : Epoch 1999 | loss: 0.0310761 | val_loss: 0.0312005 | Time: 1953.77 ms [2021-08-10 02:02:56 main:574] : INFO : Epoch 2000 | loss: 0.0310575 | val_loss: 0.0312214 | Time: 1890.1 ms [2021-08-10 02:02:58 main:574] : INFO : Epoch 2001 | loss: 0.0310417 | val_loss: 0.0312496 | Time: 2124.33 ms [2021-08-10 02:03:00 main:574] : INFO : Epoch 2002 | loss: 0.0310684 | val_loss: 0.0312694 | Time: 1928.33 ms [2021-08-10 02:03:02 main:574] : INFO : Epoch 2003 | loss: 0.0312689 | val_loss: 0.0313887 | Time: 2048.11 ms [2021-08-10 02:03:04 main:574] : INFO : Epoch 2004 | loss: 0.0311851 | val_loss: 0.0312632 | Time: 1805.93 ms [2021-08-10 02:03:05 main:574] : INFO : Epoch 2005 | loss: 0.0310736 | val_loss: 0.0312293 | Time: 1795.37 ms [2021-08-10 02:03:07 main:574] : INFO : Epoch 2006 | loss: 0.0310383 | val_loss: 0.0312214 | Time: 1941.74 ms [2021-08-10 02:03:09 main:574] : INFO : Epoch 2007 | loss: 0.0310285 | val_loss: 0.0312359 | Time: 2033.75 ms [2021-08-10 02:03:11 main:574] : INFO : Epoch 2008 | loss: 0.0310287 | val_loss: 0.031245 | Time: 1869.44 ms [2021-08-10 02:03:13 main:574] : INFO : Epoch 2009 | loss: 0.0310272 | val_loss: 0.03124 | Time: 1804.66 ms [2021-08-10 02:03:15 main:574] : INFO : Epoch 2010 | loss: 0.0310242 | val_loss: 0.0312451 | Time: 1896.65 ms [2021-08-10 02:03:27 main:574] : INFO : Epoch 2011 | loss: 0.0310179 | val_loss: 0.0312439 | Time: 12112.9 ms [2021-08-10 02:03:29 main:574] : INFO : Epoch 2012 | loss: 0.0310173 | val_loss: 0.0312372 | Time: 2211.09 ms [2021-08-10 02:03:31 main:574] : INFO : Epoch 2013 | loss: 0.0310175 | val_loss: 0.0312507 | Time: 1813.54 ms [2021-08-10 02:03:33 main:574] : INFO : Epoch 2014 | loss: 0.031024 | val_loss: 0.0312535 | Time: 1828.27 ms [2021-08-10 02:03:35 main:574] : INFO : Epoch 2015 | loss: 0.0310154 | val_loss: 0.031252 | Time: 1964.39 ms [2021-08-10 02:03:37 main:574] : INFO : Epoch 2016 | loss: 0.0310184 | val_loss: 0.0312441 | Time: 2028.06 ms [2021-08-10 02:03:39 main:574] : INFO : Epoch 2017 | loss: 0.0310204 | val_loss: 0.0312635 | Time: 1879.18 ms [2021-08-10 02:03:41 main:574] : INFO : Epoch 2018 | loss: 0.0310229 | val_loss: 0.0312392 | Time: 1769.44 ms [2021-08-10 02:03:42 main:574] : INFO : Epoch 2019 | loss: 0.0310136 | val_loss: 0.0312504 | Time: 1882.03 ms [2021-08-10 02:03:44 main:574] : INFO : Epoch 2020 | loss: 0.0310171 | val_loss: 0.0312334 | Time: 2013.65 ms [2021-08-10 02:03:46 main:574] : INFO : Epoch 2021 | loss: 0.0310805 | val_loss: 0.0312082 | Time: 1847.94 ms [2021-08-10 02:03:48 main:574] : INFO : Epoch 2022 | loss: 0.0310603 | val_loss: 0.0312154 | Time: 1777.52 ms [2021-08-10 02:03:50 main:574] : INFO : Epoch 2023 | loss: 0.0310385 | val_loss: 0.0312344 | Time: 1941.11 ms [2021-08-10 02:03:52 main:574] : INFO : Epoch 2024 | loss: 0.0310274 | val_loss: 0.0312368 | Time: 2047.51 ms [2021-08-10 02:03:54 main:574] : INFO : Epoch 2025 | loss: 0.0310216 | val_loss: 0.0312424 | Time: 1905.13 ms [2021-08-10 02:03:56 main:574] : INFO : Epoch 2026 | loss: 0.0310224 | val_loss: 0.0312644 | Time: 1779.7 ms [2021-08-10 02:03:58 main:574] : INFO : Epoch 2027 | loss: 0.0310258 | val_loss: 0.031226 | Time: 1829.86 ms [2021-08-10 02:04:00 main:574] : INFO : Epoch 2028 | loss: 0.0310247 | val_loss: 0.0312274 | Time: 2038.01 ms [2021-08-10 02:04:02 main:574] : INFO : Epoch 2029 | loss: 0.0310182 | val_loss: 0.0312349 | Time: 1943.98 ms [2021-08-10 02:04:03 main:574] : INFO : Epoch 2030 | loss: 0.0310239 | val_loss: 0.031251 | Time: 1734.49 ms [2021-08-10 02:04:05 main:574] : INFO : Epoch 2031 | loss: 0.0310258 | val_loss: 0.0312531 | Time: 1810.38 ms [2021-08-10 02:04:07 main:574] : INFO : Epoch 2032 | loss: 0.0310216 | val_loss: 0.0312462 | Time: 2031.84 ms [2021-08-10 02:04:09 main:574] : INFO : Epoch 2033 | loss: 0.0310185 | val_loss: 0.0312484 | Time: 1936.25 ms [2021-08-10 02:04:11 main:574] : INFO : Epoch 2034 | loss: 0.0310128 | val_loss: 0.0312482 | Time: 1808.92 ms [2021-08-10 02:04:13 main:574] : INFO : Epoch 2035 | loss: 0.031019 | val_loss: 0.0312169 | Time: 1817.74 ms [2021-08-10 02:04:15 main:574] : INFO : Epoch 2036 | loss: 0.0310268 | val_loss: 0.0312204 | Time: 2013.54 ms [2021-08-10 02:04:17 main:574] : INFO : Epoch 2037 | loss: 0.0310257 | val_loss: 0.0312365 | Time: 1947.06 ms [2021-08-10 02:04:19 main:574] : INFO : Epoch 2038 | loss: 0.0310189 | val_loss: 0.0312596 | Time: 1789.5 ms [2021-08-10 02:04:20 main:574] : INFO : Epoch 2039 | loss: 0.0310154 | val_loss: 0.0312249 | Time: 1809.9 ms [2021-08-10 02:04:22 main:574] : INFO : Epoch 2040 | loss: 0.0310172 | val_loss: 0.0312369 | Time: 2034.43 ms [2021-08-10 02:04:24 main:574] : INFO : Epoch 2041 | loss: 0.0310182 | val_loss: 0.0312332 | Time: 1934.69 ms [2021-08-10 02:04:26 main:574] : INFO : Epoch 2042 | loss: 0.0310161 | val_loss: 0.0312632 | Time: 1791.42 ms [2021-08-10 02:04:28 main:574] : INFO : Epoch 2043 | loss: 0.0310254 | val_loss: 0.0312612 | Time: 1964.91 ms [2021-08-10 02:04:30 main:574] : INFO : Epoch 2044 | loss: 0.0310354 | val_loss: 0.0312613 | Time: 1963.75 ms [2021-08-10 02:04:32 main:574] : INFO : Epoch 2045 | loss: 0.0310281 | val_loss: 0.0312663 | Time: 2097.93 ms [2021-08-10 02:04:34 main:574] : INFO : Epoch 2046 | loss: 0.0310219 | val_loss: 0.0312365 | Time: 1778.19 ms [2021-08-10 02:04:36 main:574] : INFO : Epoch 2047 | loss: 0.0310211 | val_loss: 0.0312506 | Time: 1826.24 ms [2021-08-10 02:04:38 main:574] : INFO : Epoch 2048 | loss: 0.0310227 | val_loss: 0.0312598 | Time: 1918.46 ms [2021-08-10 02:04:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312598 [2021-08-10 02:04:38 main:603] : INFO : Saving end state to config to file [2021-08-10 02:04:38 main:608] : INFO : Success, exiting.. 02:04:38 (127932): 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)