Task 9193928
| Name | ParityModified-1636227879-3582-2-0_0 |
| Workunit | 6629991 |
| Created | 26 Nov 2021, 6:09:41 UTC |
| Sent | 1 Dec 2021, 20:51:42 UTC |
| Report deadline | 9 Dec 2021, 20:51:42 UTC |
| Received | 2 Dec 2021, 0:29:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 6 min 36 sec |
| CPU time | 1 hours 5 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 00:13:58 main:581] : INFO : Epoch 1538 | loss: 0.0311033 | val_loss: 0.0311705 | Time: 1879.5 ms [2021-12-02 00:14:00 main:581] : INFO : Epoch 1539 | loss: 0.0311025 | val_loss: 0.0311666 | Time: 1841.13 ms [2021-12-02 00:14:02 main:581] : INFO : Epoch 1540 | loss: 0.0311016 | val_loss: 0.0311683 | Time: 1852.88 ms [2021-12-02 00:14:04 main:581] : INFO : Epoch 1541 | loss: 0.0310969 | val_loss: 0.0311646 | Time: 1825.56 ms [2021-12-02 00:14:06 main:581] : INFO : Epoch 1542 | loss: 0.031098 | val_loss: 0.0311658 | Time: 1817.2 ms [2021-12-02 00:14:07 main:581] : INFO : Epoch 1543 | loss: 0.0310986 | val_loss: 0.0311695 | Time: 1830.17 ms [2021-12-02 00:14:09 main:581] : INFO : Epoch 1544 | loss: 0.031098 | val_loss: 0.0311745 | Time: 1886.57 ms [2021-12-02 00:14:11 main:581] : INFO : Epoch 1545 | loss: 0.0311018 | val_loss: 0.0311762 | Time: 1814.66 ms [2021-12-02 00:14:13 main:581] : INFO : Epoch 1546 | loss: 0.0311101 | val_loss: 0.0311625 | Time: 1853.86 ms [2021-12-02 00:14:15 main:581] : INFO : Epoch 1547 | loss: 0.0311072 | val_loss: 0.0311621 | Time: 1820.53 ms [2021-12-02 00:14:17 main:581] : INFO : Epoch 1548 | loss: 0.0311102 | val_loss: 0.0311643 | Time: 1837.11 ms [2021-12-02 00:14:18 main:581] : INFO : Epoch 1549 | loss: 0.0311105 | val_loss: 0.0311824 | Time: 1816.49 ms [2021-12-02 00:14:20 main:581] : INFO : Epoch 1550 | loss: 0.0311087 | val_loss: 0.0311609 | Time: 1883.5 ms [2021-12-02 00:14:22 main:581] : INFO : Epoch 1551 | loss: 0.0311041 | val_loss: 0.0311675 | Time: 1807.62 ms [2021-12-02 00:14:24 main:581] : INFO : Epoch 1552 | loss: 0.0311006 | val_loss: 0.031173 | Time: 1810.19 ms [2021-12-02 00:14:26 main:581] : INFO : Epoch 1553 | loss: 0.0311 | val_loss: 0.0311663 | Time: 1806.4 ms [2021-12-02 00:14:28 main:581] : INFO : Epoch 1554 | loss: 0.0311004 | val_loss: 0.0311725 | Time: 1862.35 ms [2021-12-02 00:14:29 main:581] : INFO : Epoch 1555 | loss: 0.0311001 | val_loss: 0.0311844 | Time: 1819.22 ms [2021-12-02 00:14:31 main:581] : INFO : Epoch 1556 | loss: 0.0311074 | val_loss: 0.0311665 | Time: 1803.98 ms [2021-12-02 00:14:33 main:581] : INFO : Epoch 1557 | loss: 0.031106 | val_loss: 0.0311744 | Time: 1824.15 ms [2021-12-02 00:14:35 main:581] : INFO : Epoch 1558 | loss: 0.0311034 | val_loss: 0.03117 | Time: 1826.24 ms [2021-12-02 00:14:37 main:581] : INFO : Epoch 1559 | loss: 0.0311011 | val_loss: 0.0311724 | Time: 1814.67 ms [2021-12-02 00:14:39 main:581] : INFO : Epoch 1560 | loss: 0.0310998 | val_loss: 0.0311751 | Time: 1817.92 ms [2021-12-02 00:14:40 main:581] : INFO : Epoch 1561 | loss: 0.0310973 | val_loss: 0.0311792 | Time: 1881.06 ms [2021-12-02 00:14:42 main:581] : INFO : Epoch 1562 | loss: 0.031102 | val_loss: 0.0311727 | Time: 1807.23 ms [2021-12-02 00:14:44 main:581] : INFO : Epoch 1563 | loss: 0.0311002 | val_loss: 0.0311668 | Time: 1840.07 ms [2021-12-02 00:14:46 main:581] : INFO : Epoch 1564 | loss: 0.0311085 | val_loss: 0.0311732 | Time: 1822.75 ms [2021-12-02 00:14:48 main:581] : INFO : Epoch 1565 | loss: 0.031109 | val_loss: 0.0311654 | Time: 1796.05 ms [2021-12-02 00:14:50 main:581] : INFO : Epoch 1566 | loss: 0.0311101 | val_loss: 0.0311646 | Time: 1849.2 ms [2021-12-02 00:14:51 main:581] : INFO : Epoch 1567 | loss: 0.0311067 | val_loss: 0.0311671 | Time: 1920.74 ms [2021-12-02 00:14:53 main:581] : INFO : Epoch 1568 | loss: 0.0311075 | val_loss: 0.0311671 | Time: 1880.82 ms [2021-12-02 00:14:55 main:581] : INFO : Epoch 1569 | loss: 0.0311013 | val_loss: 0.031177 | Time: 1851.15 ms [2021-12-02 00:14:57 main:581] : INFO : Epoch 1570 | loss: 0.0310995 | val_loss: 0.0311701 | Time: 1880.18 ms [2021-12-02 00:14:59 main:581] : INFO : Epoch 1571 | loss: 0.0310985 | val_loss: 0.0311738 | Time: 1849.05 ms [2021-12-02 00:15:01 main:581] : INFO : Epoch 1572 | loss: 0.0310978 | val_loss: 0.0311787 | Time: 1897.73 ms [2021-12-02 00:15:03 main:581] : INFO : Epoch 1573 | loss: 0.0311191 | val_loss: 0.0311746 | Time: 1882.46 ms [2021-12-02 00:15:05 main:581] : INFO : Epoch 1574 | loss: 0.0311304 | val_loss: 0.0311633 | Time: 1831.87 ms [2021-12-02 00:15:06 main:581] : INFO : Epoch 1575 | loss: 0.0311225 | val_loss: 0.0311685 | Time: 1847.24 ms [2021-12-02 00:15:08 main:581] : INFO : Epoch 1576 | loss: 0.0311174 | val_loss: 0.031161 | Time: 1845.3 ms [2021-12-02 00:15:10 main:581] : INFO : Epoch 1577 | loss: 0.0311209 | val_loss: 0.0311589 | Time: 1850.55 ms [2021-12-02 00:15:12 main:581] : INFO : Epoch 1578 | loss: 0.0311178 | val_loss: 0.0311618 | Time: 1868.34 ms [2021-12-02 00:15:14 main:581] : INFO : Epoch 1579 | loss: 0.0311131 | val_loss: 0.0311725 | Time: 1844.06 ms [2021-12-02 00:15:16 main:581] : INFO : Epoch 1580 | loss: 0.03111 | val_loss: 0.0311624 | Time: 1864.11 ms [2021-12-02 00:15:17 main:581] : INFO : Epoch 1581 | loss: 0.0311071 | val_loss: 0.0311618 | Time: 1810.93 ms [2021-12-02 00:15:19 main:581] : INFO : Epoch 1582 | loss: 0.0311072 | val_loss: 0.0311622 | Time: 1852.68 ms [2021-12-02 00:15:21 main:581] : INFO : Epoch 1583 | loss: 0.0311112 | val_loss: 0.0311747 | Time: 1874.8 ms [2021-12-02 00:15:23 main:581] : INFO : Epoch 1584 | loss: 0.0311071 | val_loss: 0.0311673 | Time: 1847.14 ms [2021-12-02 00:15:25 main:581] : INFO : Epoch 1585 | loss: 0.0311237 | val_loss: 0.0311548 | Time: 1875.7 ms [2021-12-02 00:15:27 main:581] : INFO : Epoch 1586 | loss: 0.0311193 | val_loss: 0.0311695 | Time: 1858.59 ms [2021-12-02 00:15:29 main:581] : INFO : Epoch 1587 | loss: 0.0311143 | val_loss: 0.031158 | Time: 1838.55 ms [2021-12-02 00:15:30 main:581] : INFO : Epoch 1588 | loss: 0.0311117 | val_loss: 0.0311626 | Time: 1836.48 ms [2021-12-02 00:15:32 main:581] : INFO : Epoch 1589 | loss: 0.031108 | val_loss: 0.0311799 | Time: 1854.73 ms [2021-12-02 00:15:34 main:581] : INFO : Epoch 1590 | loss: 0.0311081 | val_loss: 0.031162 | Time: 1865.75 ms [2021-12-02 00:15:36 main:581] : INFO : Epoch 1591 | loss: 0.0311047 | val_loss: 0.0311699 | Time: 1884.73 ms [2021-12-02 00:15:38 main:581] : INFO : Epoch 1592 | loss: 0.0311007 | val_loss: 0.0311646 | Time: 1851.49 ms [2021-12-02 00:15:40 main:581] : INFO : Epoch 1593 | loss: 0.031106 | val_loss: 0.0311763 | Time: 1886.75 ms [2021-12-02 00:15:42 main:581] : INFO : Epoch 1594 | loss: 0.0311049 | val_loss: 0.0311703 | Time: 1903.2 ms [2021-12-02 00:15:44 main:581] : INFO : Epoch 1595 | loss: 0.0311057 | val_loss: 0.0311657 | Time: 1917.67 ms [2021-12-02 00:15:45 main:581] : INFO : Epoch 1596 | loss: 0.0311051 | val_loss: 0.0311595 | Time: 1865.23 ms [2021-12-02 00:15:47 main:581] : INFO : Epoch 1597 | loss: 0.031103 | val_loss: 0.0311743 | Time: 1891.9 ms [2021-12-02 00:15:49 main:581] : INFO : Epoch 1598 | loss: 0.0311033 | val_loss: 0.031164 | Time: 1874.92 ms [2021-12-02 00:15:51 main:581] : INFO : Epoch 1599 | loss: 0.0311023 | val_loss: 0.0311635 | Time: 1887.39 ms [2021-12-02 00:15:53 main:581] : INFO : Epoch 1600 | loss: 0.0311028 | val_loss: 0.0311634 | Time: 1846.76 ms [2021-12-02 00:15:55 main:581] : INFO : Epoch 1601 | loss: 0.0310996 | val_loss: 0.0311758 | Time: 1855.31 ms [2021-12-02 00:15:57 main:581] : INFO : Epoch 1602 | loss: 0.0310998 | val_loss: 0.0311617 | Time: 1842.79 ms [2021-12-02 00:15:59 main:581] : INFO : Epoch 1603 | loss: 0.0311017 | val_loss: 0.0311698 | Time: 1861.57 ms [2021-12-02 00:16:00 main:581] : INFO : Epoch 1604 | loss: 0.0311032 | val_loss: 0.0311689 | Time: 1873.64 ms [2021-12-02 00:16:02 main:581] : INFO : Epoch 1605 | loss: 0.0311095 | val_loss: 0.031165 | Time: 1837.83 ms [2021-12-02 00:16:04 main:581] : INFO : Epoch 1606 | loss: 0.0311069 | val_loss: 0.0311698 | Time: 1851.91 ms [2021-12-02 00:16:06 main:581] : INFO : Epoch 1607 | loss: 0.0311014 | val_loss: 0.0311741 | Time: 1898.71 ms [2021-12-02 00:16:08 main:581] : INFO : Epoch 1608 | loss: 0.0311004 | val_loss: 0.031167 | Time: 1832.51 ms [2021-12-02 00:16:10 main:581] : INFO : Epoch 1609 | loss: 0.0311 | val_loss: 0.031178 | Time: 1823.84 ms [2021-12-02 00:16:12 main:581] : INFO : Epoch 1610 | loss: 0.0310972 | val_loss: 0.0311683 | Time: 1871.32 ms [2021-12-02 00:16:13 main:581] : INFO : Epoch 1611 | loss: 0.0310972 | val_loss: 0.0311898 | Time: 1834.87 ms [2021-12-02 00:16:15 main:581] : INFO : Epoch 1612 | loss: 0.0310955 | val_loss: 0.0311677 | Time: 1845.27 ms [2021-12-02 00:16:17 main:581] : INFO : Epoch 1613 | loss: 0.0310954 | val_loss: 0.0311741 | Time: 1865.44 ms [2021-12-02 00:16:19 main:581] : INFO : Epoch 1614 | loss: 0.0310929 | val_loss: 0.0311736 | Time: 1911.15 ms [2021-12-02 00:16:21 main:581] : INFO : Epoch 1615 | loss: 0.0310918 | val_loss: 0.0311701 | Time: 1874.48 ms [2021-12-02 00:16:23 main:581] : INFO : Epoch 1616 | loss: 0.0310928 | val_loss: 0.031175 | Time: 1941.49 ms [2021-12-02 00:16:25 main:581] : INFO : Epoch 1617 | loss: 0.0310939 | val_loss: 0.0311741 | Time: 1890.66 ms [2021-12-02 00:16:27 main:581] : INFO : Epoch 1618 | loss: 0.0310923 | val_loss: 0.03117 | Time: 1919.58 ms [2021-12-02 00:16:28 main:581] : INFO : Epoch 1619 | loss: 0.0310887 | val_loss: 0.031165 | Time: 1836.07 ms [2021-12-02 00:16:30 main:581] : INFO : Epoch 1620 | loss: 0.0310939 | val_loss: 0.0311652 | Time: 1913.33 ms [2021-12-02 00:16:32 main:581] : INFO : Epoch 1621 | loss: 0.0310931 | val_loss: 0.0311709 | Time: 1877.42 ms [2021-12-02 00:16:34 main:581] : INFO : Epoch 1622 | loss: 0.0310947 | val_loss: 0.0311759 | Time: 1855.1 ms [2021-12-02 00:16:36 main:581] : INFO : Epoch 1623 | loss: 0.031096 | val_loss: 0.0311693 | Time: 1857.03 ms [2021-12-02 00:16:38 main:581] : INFO : Epoch 1624 | loss: 0.0310957 | val_loss: 0.0311706 | Time: 1872.26 ms [2021-12-02 00:16:40 main:581] : INFO : Epoch 1625 | loss: 0.0311018 | val_loss: 0.0311773 | Time: 1869.08 ms [2021-12-02 00:16:42 main:581] : INFO : Epoch 1626 | loss: 0.0310987 | val_loss: 0.0311695 | Time: 1859.79 ms [2021-12-02 00:16:43 main:581] : INFO : Epoch 1627 | loss: 0.0310959 | val_loss: 0.0311642 | Time: 1861.37 ms [2021-12-02 00:16:45 main:581] : INFO : Epoch 1628 | loss: 0.0310937 | val_loss: 0.0311687 | Time: 1884.93 ms [2021-12-02 00:16:47 main:581] : INFO : Epoch 1629 | loss: 0.0310946 | val_loss: 0.0311795 | Time: 1843.94 ms [2021-12-02 00:16:49 main:581] : INFO : Epoch 1630 | loss: 0.0310917 | val_loss: 0.031182 | Time: 1851.14 ms [2021-12-02 00:16:51 main:581] : INFO : Epoch 1631 | loss: 0.0310934 | val_loss: 0.031171 | Time: 1926.76 ms [2021-12-02 00:16:53 main:581] : INFO : Epoch 1632 | loss: 0.0310938 | val_loss: 0.0311694 | Time: 1921.67 ms [2021-12-02 00:16:55 main:581] : INFO : Epoch 1633 | loss: 0.0310935 | val_loss: 0.0311709 | Time: 1844.23 ms [2021-12-02 00:16:57 main:581] : INFO : Epoch 1634 | loss: 0.0310952 | val_loss: 0.0311783 | Time: 1818.81 ms [2021-12-02 00:16:58 main:581] : INFO : Epoch 1635 | loss: 0.0311012 | val_loss: 0.0311743 | Time: 1892.16 ms [2021-12-02 00:17:00 main:581] : INFO : Epoch 1636 | loss: 0.0311018 | val_loss: 0.0311736 | Time: 1841.48 ms [2021-12-02 00:17:02 main:581] : INFO : Epoch 1637 | loss: 0.0310991 | val_loss: 0.0311619 | Time: 1840.05 ms [2021-12-02 00:17:04 main:581] : INFO : Epoch 1638 | loss: 0.0310959 | val_loss: 0.0311782 | Time: 1867.26 ms [2021-12-02 00:17:06 main:581] : INFO : Epoch 1639 | loss: 0.0310946 | val_loss: 0.031167 | Time: 1840.85 ms [2021-12-02 00:17:08 main:581] : INFO : Epoch 1640 | loss: 0.031099 | val_loss: 0.0311667 | Time: 1828.89 ms [2021-12-02 00:17:09 main:581] : INFO : Epoch 1641 | loss: 0.0311024 | val_loss: 0.0311715 | Time: 1869.81 ms [2021-12-02 00:17:11 main:581] : INFO : Epoch 1642 | loss: 0.0311194 | val_loss: 0.0311641 | Time: 1836.38 ms [2021-12-02 00:17:13 main:581] : INFO : Epoch 1643 | loss: 0.0311157 | val_loss: 0.0311699 | Time: 1844.09 ms [2021-12-02 00:17:15 main:581] : INFO : Epoch 1644 | loss: 0.0311092 | val_loss: 0.0311707 | Time: 1839.97 ms [2021-12-02 00:17:17 main:581] : INFO : Epoch 1645 | loss: 0.0311041 | val_loss: 0.0311647 | Time: 1844.71 ms [2021-12-02 00:17:19 main:581] : INFO : Epoch 1646 | loss: 0.0311069 | val_loss: 0.0311609 | Time: 1862.69 ms [2021-12-02 00:17:21 main:581] : INFO : Epoch 1647 | loss: 0.0311111 | val_loss: 0.0311628 | Time: 1849.41 ms [2021-12-02 00:17:22 main:581] : INFO : Epoch 1648 | loss: 0.0311073 | val_loss: 0.0311594 | Time: 1826.29 ms [2021-12-02 00:17:24 main:581] : INFO : Epoch 1649 | loss: 0.0311045 | val_loss: 0.0311682 | Time: 1827.62 ms [2021-12-02 00:17:26 main:581] : INFO : Epoch 1650 | loss: 0.0310996 | val_loss: 0.0311674 | Time: 1843.98 ms [2021-12-02 00:17:28 main:581] : INFO : Epoch 1651 | loss: 0.0311072 | val_loss: 0.0311648 | Time: 1850.23 ms [2021-12-02 00:17:30 main:581] : INFO : Epoch 1652 | loss: 0.0311045 | val_loss: 0.0311661 | Time: 1818.35 ms [2021-12-02 00:17:32 main:581] : INFO : Epoch 1653 | loss: 0.0311024 | val_loss: 0.0311694 | Time: 1818.8 ms [2021-12-02 00:17:33 main:581] : INFO : Epoch 1654 | loss: 0.0310962 | val_loss: 0.0311682 | Time: 1830.06 ms [2021-12-02 00:17:35 main:581] : INFO : Epoch 1655 | loss: 0.0310952 | val_loss: 0.0311752 | Time: 1874.11 ms [2021-12-02 00:17:37 main:581] : INFO : Epoch 1656 | loss: 0.0310947 | val_loss: 0.0311684 | Time: 1909.2 ms [2021-12-02 00:17:39 main:581] : INFO : Epoch 1657 | loss: 0.0310966 | val_loss: 0.0311626 | Time: 1906.96 ms [2021-12-02 00:17:41 main:581] : INFO : Epoch 1658 | loss: 0.0311046 | val_loss: 0.0311648 | Time: 1848.28 ms [2021-12-02 00:17:43 main:581] : INFO : Epoch 1659 | loss: 0.0311026 | val_loss: 0.0311734 | Time: 1847.16 ms [2021-12-02 00:17:45 main:581] : INFO : Epoch 1660 | loss: 0.0311022 | val_loss: 0.0311665 | Time: 1852.61 ms [2021-12-02 00:17:47 main:581] : INFO : Epoch 1661 | loss: 0.0311069 | val_loss: 0.0311612 | Time: 1915.95 ms [2021-12-02 00:17:48 main:581] : INFO : Epoch 1662 | loss: 0.0311058 | val_loss: 0.0311575 | Time: 1872.13 ms [2021-12-02 00:17:50 main:581] : INFO : Epoch 1663 | loss: 0.0311029 | val_loss: 0.0311697 | Time: 1922.47 ms [2021-12-02 00:17:52 main:581] : INFO : Epoch 1664 | loss: 0.031104 | val_loss: 0.031168 | Time: 1829.49 ms [2021-12-02 00:17:54 main:581] : INFO : Epoch 1665 | loss: 0.0311004 | val_loss: 0.0311601 | Time: 1816.26 ms [2021-12-02 00:17:56 main:581] : INFO : Epoch 1666 | loss: 0.0310994 | val_loss: 0.0311658 | Time: 1837.68 ms [2021-12-02 00:17:58 main:581] : INFO : Epoch 1667 | loss: 0.0310973 | val_loss: 0.0311656 | Time: 1821.98 ms [2021-12-02 00:18:00 main:581] : INFO : Epoch 1668 | loss: 0.0310963 | val_loss: 0.0311793 | Time: 1902.32 ms [2021-12-02 00:18:01 main:581] : INFO : Epoch 1669 | loss: 0.0310979 | val_loss: 0.031168 | Time: 1835.22 ms [2021-12-02 00:18:03 main:581] : INFO : Epoch 1670 | loss: 0.0310972 | val_loss: 0.0311748 | Time: 1819.53 ms [2021-12-02 00:18:05 main:581] : INFO : Epoch 1671 | loss: 0.0310935 | val_loss: 0.0311585 | Time: 1845.18 ms [2021-12-02 00:18:07 main:581] : INFO : Epoch 1672 | loss: 0.0310936 | val_loss: 0.0311705 | Time: 1873.52 ms [2021-12-02 00:18:09 main:581] : INFO : Epoch 1673 | loss: 0.0310934 | val_loss: 0.0311725 | Time: 1851.51 ms [2021-12-02 00:18:11 main:581] : INFO : Epoch 1674 | loss: 0.0310966 | val_loss: 0.0311638 | Time: 1946.47 ms [2021-12-02 00:18:13 main:581] : INFO : Epoch 1675 | loss: 0.0310989 | val_loss: 0.031175 | Time: 1858.8 ms [2021-12-02 00:18:14 main:581] : INFO : Epoch 1676 | loss: 0.031108 | val_loss: 0.0311648 | Time: 1843.75 ms [2021-12-02 00:18:16 main:581] : INFO : Epoch 1677 | loss: 0.0311032 | val_loss: 0.0311632 | Time: 1960.24 ms [2021-12-02 00:18:18 main:581] : INFO : Epoch 1678 | loss: 0.0310975 | val_loss: 0.0311662 | Time: 1814.16 ms [2021-12-02 00:18:20 main:581] : INFO : Epoch 1679 | loss: 0.031096 | val_loss: 0.0311756 | Time: 1866.49 ms [2021-12-02 00:18:22 main:581] : INFO : Epoch 1680 | loss: 0.0310978 | val_loss: 0.0311705 | Time: 1834.82 ms [2021-12-02 00:18:24 main:581] : INFO : Epoch 1681 | loss: 0.0310983 | val_loss: 0.0311667 | Time: 1857.77 ms [2021-12-02 00:18:26 main:581] : INFO : Epoch 1682 | loss: 0.0310988 | val_loss: 0.0311674 | Time: 1847.88 ms [2021-12-02 00:18:27 main:581] : INFO : Epoch 1683 | loss: 0.0310947 | val_loss: 0.0311689 | Time: 1853.77 ms [2021-12-02 00:18:29 main:581] : INFO : Epoch 1684 | loss: 0.031094 | val_loss: 0.0311703 | Time: 1817.17 ms [2021-12-02 00:18:31 main:581] : INFO : Epoch 1685 | loss: 0.0310945 | val_loss: 0.0311747 | Time: 1819.73 ms [2021-12-02 00:18:33 main:581] : INFO : Epoch 1686 | loss: 0.0310948 | val_loss: 0.0311752 | Time: 1835.21 ms [2021-12-02 00:18:35 main:581] : INFO : Epoch 1687 | loss: 0.031099 | val_loss: 0.0311673 | Time: 1871.92 ms [2021-12-02 00:18:37 main:581] : INFO : Epoch 1688 | loss: 0.0310967 | val_loss: 0.0311668 | Time: 1869.12 ms [2021-12-02 00:18:38 main:581] : INFO : Epoch 1689 | loss: 0.0310937 | val_loss: 0.0311743 | Time: 1824.34 ms [2021-12-02 00:18:40 main:581] : INFO : Epoch 1690 | loss: 0.0310943 | val_loss: 0.0311722 | Time: 1842.48 ms [2021-12-02 00:18:42 main:581] : INFO : Epoch 1691 | loss: 0.0310926 | val_loss: 0.0311765 | Time: 1826.5 ms [2021-12-02 00:18:44 main:581] : INFO : Epoch 1692 | loss: 0.0310903 | val_loss: 0.0311695 | Time: 1838.2 ms [2021-12-02 00:18:46 main:581] : INFO : Epoch 1693 | loss: 0.0310899 | val_loss: 0.0311661 | Time: 1839.82 ms [2021-12-02 00:18:48 main:581] : INFO : Epoch 1694 | loss: 0.0310914 | val_loss: 0.0311796 | Time: 1850.14 ms [2021-12-02 00:18:50 main:581] : INFO : Epoch 1695 | loss: 0.0310949 | val_loss: 0.0311632 | Time: 1832.79 ms [2021-12-02 00:18:51 main:581] : INFO : Epoch 1696 | loss: 0.0310996 | val_loss: 0.0311573 | Time: 1831.63 ms [2021-12-02 00:18:53 main:581] : INFO : Epoch 1697 | loss: 0.0311015 | val_loss: 0.0311721 | Time: 1891.32 ms [2021-12-02 00:18:55 main:581] : INFO : Epoch 1698 | loss: 0.0310967 | val_loss: 0.0311678 | Time: 1832.81 ms [2021-12-02 00:18:57 main:581] : INFO : Epoch 1699 | loss: 0.0310918 | val_loss: 0.031184 | Time: 1816.49 ms [2021-12-02 00:18:59 main:581] : INFO : Epoch 1700 | loss: 0.0310902 | val_loss: 0.0311853 | Time: 1834.56 ms [2021-12-02 00:19:01 main:581] : INFO : Epoch 1701 | loss: 0.0310894 | val_loss: 0.0311788 | Time: 1922.35 ms [2021-12-02 00:19:03 main:581] : INFO : Epoch 1702 | loss: 0.0310928 | val_loss: 0.0311664 | Time: 1863.22 ms [2021-12-02 00:19:04 main:581] : INFO : Epoch 1703 | loss: 0.0310942 | val_loss: 0.031184 | Time: 1897.39 ms [2021-12-02 00:19:06 main:581] : INFO : Epoch 1704 | loss: 0.0311044 | val_loss: 0.031166 | Time: 1868.51 ms [2021-12-02 00:19:08 main:581] : INFO : Epoch 1705 | loss: 0.0311081 | val_loss: 0.0311724 | Time: 1873.22 ms [2021-12-02 00:19:10 main:581] : INFO : Epoch 1706 | loss: 0.0310981 | val_loss: 0.0311717 | Time: 1841.51 ms [2021-12-02 00:19:12 main:581] : INFO : Epoch 1707 | loss: 0.0310977 | val_loss: 0.031183 | Time: 1821.96 ms [2021-12-02 00:19:14 main:581] : INFO : Epoch 1708 | loss: 0.0310971 | val_loss: 0.0311738 | Time: 1843.22 ms [2021-12-02 00:19:16 main:581] : INFO : Epoch 1709 | loss: 0.0310977 | val_loss: 0.0311698 | Time: 1844.02 ms [2021-12-02 00:19:17 main:581] : INFO : Epoch 1710 | loss: 0.0310985 | val_loss: 0.0311677 | Time: 1906.13 ms [2021-12-02 00:19:19 main:581] : INFO : Epoch 1711 | loss: 0.0311025 | val_loss: 0.0311773 | Time: 1838.71 ms [2021-12-02 00:19:21 main:581] : INFO : Epoch 1712 | loss: 0.0311006 | val_loss: 0.0311703 | Time: 1833.45 ms [2021-12-02 00:19:23 main:581] : INFO : Epoch 1713 | loss: 0.0310955 | val_loss: 0.0311743 | Time: 1878.86 ms [2021-12-02 00:19:25 main:581] : INFO : Epoch 1714 | loss: 0.0310921 | val_loss: 0.031169 | Time: 1845.98 ms [2021-12-02 00:19:27 main:581] : INFO : Epoch 1715 | loss: 0.0310959 | val_loss: 0.0311636 | Time: 1854.05 ms [2021-12-02 00:19:29 main:581] : INFO : Epoch 1716 | loss: 0.0310979 | val_loss: 0.0311687 | Time: 1872.18 ms [2021-12-02 00:19:30 main:581] : INFO : Epoch 1717 | loss: 0.031098 | val_loss: 0.0311686 | Time: 1814.18 ms [2021-12-02 00:19:32 main:581] : INFO : Epoch 1718 | loss: 0.0310886 | val_loss: 0.031171 | Time: 1814.72 ms [2021-12-02 00:19:34 main:581] : INFO : Epoch 1719 | loss: 0.0310962 | val_loss: 0.0311669 | Time: 1815.04 ms [2021-12-02 00:19:36 main:581] : INFO : Epoch 1720 | loss: 0.0310939 | val_loss: 0.031171 | Time: 1852.87 ms [2021-12-02 00:19:38 main:581] : INFO : Epoch 1721 | loss: 0.0310965 | val_loss: 0.0311775 | Time: 1860.27 ms [2021-12-02 00:19:40 main:581] : INFO : Epoch 1722 | loss: 0.0310939 | val_loss: 0.0311692 | Time: 1955.16 ms [2021-12-02 00:19:42 main:581] : INFO : Epoch 1723 | loss: 0.031095 | val_loss: 0.0311702 | Time: 1842.89 ms [2021-12-02 00:19:43 main:581] : INFO : Epoch 1724 | loss: 0.0310937 | val_loss: 0.0311736 | Time: 1816.39 ms [2021-12-02 00:19:45 main:581] : INFO : Epoch 1725 | loss: 0.0310978 | val_loss: 0.0311635 | Time: 1862.74 ms [2021-12-02 00:19:47 main:581] : INFO : Epoch 1726 | loss: 0.0310956 | val_loss: 0.031175 | Time: 1860.36 ms [2021-12-02 00:19:49 main:581] : INFO : Epoch 1727 | loss: 0.031092 | val_loss: 0.0311761 | Time: 1839.28 ms [2021-12-02 00:19:51 main:581] : INFO : Epoch 1728 | loss: 0.0310894 | val_loss: 0.0311751 | Time: 1848.4 ms [2021-12-02 00:19:53 main:581] : INFO : Epoch 1729 | loss: 0.0310891 | val_loss: 0.0311819 | Time: 1836.64 ms [2021-12-02 00:19:54 main:581] : INFO : Epoch 1730 | loss: 0.0310886 | val_loss: 0.0311695 | Time: 1863.64 ms [2021-12-02 00:19:56 main:581] : INFO : Epoch 1731 | loss: 0.0310872 | val_loss: 0.0311714 | Time: 1860.45 ms [2021-12-02 00:19:58 main:581] : INFO : Epoch 1732 | loss: 0.0310919 | val_loss: 0.0311838 | Time: 1863.11 ms [2021-12-02 00:20:00 main:581] : INFO : Epoch 1733 | loss: 0.0310961 | val_loss: 0.031177 | Time: 1854.65 ms [2021-12-02 00:20:02 main:581] : INFO : Epoch 1734 | loss: 0.0310896 | val_loss: 0.0311643 | Time: 1829.34 ms [2021-12-02 00:20:04 main:581] : INFO : Epoch 1735 | loss: 0.0310915 | val_loss: 0.0311699 | Time: 1850.56 ms [2021-12-02 00:20:06 main:581] : INFO : Epoch 1736 | loss: 0.0310935 | val_loss: 0.0311669 | Time: 1817.59 ms [2021-12-02 00:20:07 main:581] : INFO : Epoch 1737 | loss: 0.0310953 | val_loss: 0.0311661 | Time: 1816.92 ms [2021-12-02 00:20:09 main:581] : INFO : Epoch 1738 | loss: 0.0310924 | val_loss: 0.031181 | Time: 1846.15 ms [2021-12-02 00:20:11 main:581] : INFO : Epoch 1739 | loss: 0.0310896 | val_loss: 0.031177 | Time: 1844.9 ms [2021-12-02 00:20:13 main:581] : INFO : Epoch 1740 | loss: 0.0310892 | val_loss: 0.0311734 | Time: 1827.23 ms [2021-12-02 00:20:15 main:581] : INFO : Epoch 1741 | loss: 0.031089 | val_loss: 0.0311697 | Time: 1836.69 ms [2021-12-02 00:20:17 main:581] : INFO : Epoch 1742 | loss: 0.031088 | val_loss: 0.0311682 | Time: 1835.4 ms [2021-12-02 00:20:18 main:581] : INFO : Epoch 1743 | loss: 0.0310924 | val_loss: 0.0311642 | Time: 1828.49 ms [2021-12-02 00:20:20 main:581] : INFO : Epoch 1744 | loss: 0.0310913 | val_loss: 0.0311717 | Time: 1905.47 ms [2021-12-02 00:20:22 main:581] : INFO : Epoch 1745 | loss: 0.0310852 | val_loss: 0.031174 | Time: 1861.71 ms [2021-12-02 00:20:24 main:581] : INFO : Epoch 1746 | loss: 0.0310825 | val_loss: 0.0311715 | Time: 1888.05 ms [2021-12-02 00:20:26 main:581] : INFO : Epoch 1747 | loss: 0.0310834 | val_loss: 0.0311821 | Time: 1854.5 ms [2021-12-02 00:20:28 main:581] : INFO : Epoch 1748 | loss: 0.0310837 | val_loss: 0.031172 | Time: 1874.68 ms [2021-12-02 00:20:30 main:581] : INFO : Epoch 1749 | loss: 0.0310889 | val_loss: 0.031189 | Time: 1866.95 ms [2021-12-02 00:20:31 main:581] : INFO : Epoch 1750 | loss: 0.031093 | val_loss: 0.0311826 | Time: 1857.78 ms [2021-12-02 00:20:33 main:581] : INFO : Epoch 1751 | loss: 0.031092 | val_loss: 0.0311712 | Time: 1849.36 ms [2021-12-02 00:20:35 main:581] : INFO : Epoch 1752 | loss: 0.0310858 | val_loss: 0.0311807 | Time: 1825.03 ms [2021-12-02 00:20:37 main:581] : INFO : Epoch 1753 | loss: 0.0310876 | val_loss: 0.0311765 | Time: 1819.16 ms [2021-12-02 00:20:39 main:581] : INFO : Epoch 1754 | loss: 0.0310945 | val_loss: 0.031177 | Time: 1883.42 ms [2021-12-02 00:20:41 main:581] : INFO : Epoch 1755 | loss: 0.0310955 | val_loss: 0.0311748 | Time: 1875.36 ms [2021-12-02 00:20:43 main:581] : INFO : Epoch 1756 | loss: 0.0310999 | val_loss: 0.0311767 | Time: 1839.05 ms [2021-12-02 00:20:44 main:581] : INFO : Epoch 1757 | loss: 0.0310943 | val_loss: 0.0311669 | Time: 1854.75 ms [2021-12-02 00:20:46 main:581] : INFO : Epoch 1758 | loss: 0.031091 | val_loss: 0.031182 | Time: 1812.01 ms [2021-12-02 00:20:48 main:581] : INFO : Epoch 1759 | loss: 0.0311124 | val_loss: 0.0311712 | Time: 1845.37 ms [2021-12-02 00:20:50 main:581] : INFO : Epoch 1760 | loss: 0.0311209 | val_loss: 0.0311718 | Time: 1842.33 ms [2021-12-02 00:20:52 main:581] : INFO : Epoch 1761 | loss: 0.0311243 | val_loss: 0.0311694 | Time: 1825.39 ms [2021-12-02 00:20:54 main:581] : INFO : Epoch 1762 | loss: 0.0311193 | val_loss: 0.0311641 | Time: 1844.4 ms [2021-12-02 00:20:55 main:581] : INFO : Epoch 1763 | loss: 0.0311097 | val_loss: 0.0311674 | Time: 1865.5 ms [2021-12-02 00:20:57 main:581] : INFO : Epoch 1764 | loss: 0.0311067 | val_loss: 0.0311639 | Time: 1862.29 ms [2021-12-02 00:20:59 main:581] : INFO : Epoch 1765 | loss: 0.0311048 | val_loss: 0.0311582 | Time: 1890.01 ms [2021-12-02 00:21:01 main:581] : INFO : Epoch 1766 | loss: 0.0311041 | val_loss: 0.0311714 | Time: 1867.17 ms [2021-12-02 00:21:03 main:581] : INFO : Epoch 1767 | loss: 0.0311234 | val_loss: 0.0311598 | Time: 1832.41 ms [2021-12-02 00:21:05 main:581] : INFO : Epoch 1768 | loss: 0.0311187 | val_loss: 0.0311627 | Time: 1865.88 ms [2021-12-02 00:21:07 main:581] : INFO : Epoch 1769 | loss: 0.0311111 | val_loss: 0.0311677 | Time: 1810.06 ms [2021-12-02 00:21:08 main:581] : INFO : Epoch 1770 | loss: 0.0311077 | val_loss: 0.0311591 | Time: 1846.56 ms [2021-12-02 00:21:10 main:581] : INFO : Epoch 1771 | loss: 0.0311025 | val_loss: 0.0311694 | Time: 1881.57 ms [2021-12-02 00:21:12 main:581] : INFO : Epoch 1772 | loss: 0.0311059 | val_loss: 0.0311714 | Time: 1847.21 ms [2021-12-02 00:21:14 main:581] : INFO : Epoch 1773 | loss: 0.0311007 | val_loss: 0.0311686 | Time: 1862.19 ms [2021-12-02 00:21:16 main:581] : INFO : Epoch 1774 | loss: 0.0310986 | val_loss: 0.0311647 | Time: 1851.64 ms [2021-12-02 00:21:18 main:581] : INFO : Epoch 1775 | loss: 0.0311096 | val_loss: 0.0311608 | Time: 1854.44 ms [2021-12-02 00:21:20 main:581] : INFO : Epoch 1776 | loss: 0.0311109 | val_loss: 0.0311712 | Time: 1837.26 ms [2021-12-02 00:21:21 main:581] : INFO : Epoch 1777 | loss: 0.03111 | val_loss: 0.0311685 | Time: 1826.4 ms [2021-12-02 00:21:23 main:581] : INFO : Epoch 1778 | loss: 0.0311039 | val_loss: 0.0311726 | Time: 1841.57 ms [2021-12-02 00:21:25 main:581] : INFO : Epoch 1779 | loss: 0.0311002 | val_loss: 0.0311695 | Time: 1826.47 ms [2021-12-02 00:21:27 main:581] : INFO : Epoch 1780 | loss: 0.031095 | val_loss: 0.0311812 | Time: 1849.25 ms [2021-12-02 00:21:29 main:581] : INFO : Epoch 1781 | loss: 0.0310957 | val_loss: 0.0311715 | Time: 1893.01 ms [2021-12-02 00:21:31 main:581] : INFO : Epoch 1782 | loss: 0.0310943 | val_loss: 0.0311683 | Time: 1845.9 ms [2021-12-02 00:21:32 main:581] : INFO : Epoch 1783 | loss: 0.0311001 | val_loss: 0.0311632 | Time: 1834.08 ms [2021-12-02 00:21:34 main:581] : INFO : Epoch 1784 | loss: 0.0310945 | val_loss: 0.0311637 | Time: 1867.57 ms [2021-12-02 00:21:36 main:581] : INFO : Epoch 1785 | loss: 0.0310917 | val_loss: 0.031171 | Time: 1851.18 ms [2021-12-02 00:21:38 main:581] : INFO : Epoch 1786 | loss: 0.0310964 | val_loss: 0.0311724 | Time: 1824.98 ms [2021-12-02 00:21:40 main:581] : INFO : Epoch 1787 | loss: 0.0310935 | val_loss: 0.0311716 | Time: 1889.89 ms [2021-12-02 00:21:42 main:581] : INFO : Epoch 1788 | loss: 0.0310914 | val_loss: 0.0311749 | Time: 1844.79 ms [2021-12-02 00:21:44 main:581] : INFO : Epoch 1789 | loss: 0.0310907 | val_loss: 0.0311682 | Time: 1831.1 ms [2021-12-02 00:21:45 main:581] : INFO : Epoch 1790 | loss: 0.0310886 | val_loss: 0.0311724 | Time: 1853.54 ms [2021-12-02 00:21:47 main:581] : INFO : Epoch 1791 | loss: 0.0310885 | val_loss: 0.0311774 | Time: 1865.72 ms [2021-12-02 00:21:49 main:581] : INFO : Epoch 1792 | loss: 0.0310926 | val_loss: 0.0311745 | Time: 1908.63 ms [2021-12-02 00:21:51 main:581] : INFO : Epoch 1793 | loss: 0.0310935 | val_loss: 0.0311695 | Time: 1875.96 ms [2021-12-02 00:21:53 main:581] : INFO : Epoch 1794 | loss: 0.0310896 | val_loss: 0.0311659 | Time: 1842.22 ms [2021-12-02 00:21:55 main:581] : INFO : Epoch 1795 | loss: 0.0310885 | val_loss: 0.0311778 | Time: 1890.28 ms [2021-12-02 00:21:57 main:581] : INFO : Epoch 1796 | loss: 0.0310898 | val_loss: 0.0311783 | Time: 1862.94 ms [2021-12-02 00:21:58 main:581] : INFO : Epoch 1797 | loss: 0.0310907 | val_loss: 0.0311665 | Time: 1819.64 ms [2021-12-02 00:22:00 main:581] : INFO : Epoch 1798 | loss: 0.0310875 | val_loss: 0.0311772 | Time: 1858.98 ms [2021-12-02 00:22:02 main:581] : INFO : Epoch 1799 | loss: 0.031086 | val_loss: 0.0311772 | Time: 1847.55 ms [2021-12-02 00:22:04 main:581] : INFO : Epoch 1800 | loss: 0.0310872 | val_loss: 0.0311806 | Time: 1834.39 ms [2021-12-02 00:22:06 main:581] : INFO : Epoch 1801 | loss: 0.0310889 | val_loss: 0.031187 | Time: 1850.35 ms [2021-12-02 00:22:08 main:581] : INFO : Epoch 1802 | loss: 0.0310939 | val_loss: 0.0311722 | Time: 1885.99 ms [2021-12-02 00:22:10 main:581] : INFO : Epoch 1803 | loss: 0.0310904 | val_loss: 0.0311782 | Time: 1837.64 ms [2021-12-02 00:22:11 main:581] : INFO : Epoch 1804 | loss: 0.031092 | val_loss: 0.0311765 | Time: 1877.64 ms [2021-12-02 00:22:13 main:581] : INFO : Epoch 1805 | loss: 0.0310952 | val_loss: 0.0311702 | Time: 1833.1 ms [2021-12-02 00:22:15 main:581] : INFO : Epoch 1806 | loss: 0.031129 | val_loss: 0.0311627 | Time: 1855.8 ms [2021-12-02 00:22:17 main:581] : INFO : Epoch 1807 | loss: 0.0311357 | val_loss: 0.0311605 | Time: 1848.42 ms [2021-12-02 00:22:19 main:581] : INFO : Epoch 1808 | loss: 0.0311372 | val_loss: 0.0311623 | Time: 1857.6 ms [2021-12-02 00:22:21 main:581] : INFO : Epoch 1809 | loss: 0.0311253 | val_loss: 0.0311649 | Time: 1827.66 ms [2021-12-02 00:22:23 main:581] : INFO : Epoch 1810 | loss: 0.0311199 | val_loss: 0.0311722 | Time: 1818.22 ms [2021-12-02 00:22:24 main:581] : INFO : Epoch 1811 | loss: 0.0311155 | val_loss: 0.0311713 | Time: 1825.2 ms [2021-12-02 00:22:26 main:581] : INFO : Epoch 1812 | loss: 0.0311167 | val_loss: 0.0311694 | Time: 1847.68 ms [2021-12-02 00:22:28 main:581] : INFO : Epoch 1813 | loss: 0.0311119 | val_loss: 0.0311592 | Time: 1827.88 ms [2021-12-02 00:22:30 main:581] : INFO : Epoch 1814 | loss: 0.0311071 | val_loss: 0.0311739 | Time: 1840.97 ms [2021-12-02 00:22:32 main:581] : INFO : Epoch 1815 | loss: 0.031107 | val_loss: 0.0311842 | Time: 1816.27 ms [2021-12-02 00:22:34 main:581] : INFO : Epoch 1816 | loss: 0.0311423 | val_loss: 0.0311691 | Time: 1815.25 ms [2021-12-02 00:22:35 main:581] : INFO : Epoch 1817 | loss: 0.0311398 | val_loss: 0.031162 | Time: 1833.7 ms [2021-12-02 00:22:37 main:581] : INFO : Epoch 1818 | loss: 0.0311303 | val_loss: 0.0311625 | Time: 1823.66 ms [2021-12-02 00:22:39 main:581] : INFO : Epoch 1819 | loss: 0.0311204 | val_loss: 0.0311647 | Time: 1811.47 ms [2021-12-02 00:22:41 main:581] : INFO : Epoch 1820 | loss: 0.0311133 | val_loss: 0.0311663 | Time: 1868.13 ms [2021-12-02 00:22:43 main:581] : INFO : Epoch 1821 | loss: 0.0311106 | val_loss: 0.0311586 | Time: 1860.32 ms [2021-12-02 00:22:45 main:581] : INFO : Epoch 1822 | loss: 0.0311082 | val_loss: 0.0311651 | Time: 1835.36 ms [2021-12-02 00:22:46 main:581] : INFO : Epoch 1823 | loss: 0.0311074 | val_loss: 0.0311598 | Time: 1868 ms [2021-12-02 00:22:48 main:581] : INFO : Epoch 1824 | loss: 0.0311075 | val_loss: 0.031168 | Time: 1842.75 ms [2021-12-02 00:22:50 main:581] : INFO : Epoch 1825 | loss: 0.0311069 | val_loss: 0.0311604 | Time: 1872.42 ms [2021-12-02 00:22:52 main:581] : INFO : Epoch 1826 | loss: 0.0311151 | val_loss: 0.0311605 | Time: 1843.12 ms [2021-12-02 00:22:54 main:581] : INFO : Epoch 1827 | loss: 0.0311091 | val_loss: 0.0311594 | Time: 1847.23 ms [2021-12-02 00:22:56 main:581] : INFO : Epoch 1828 | loss: 0.0311057 | val_loss: 0.0311618 | Time: 1935.75 ms [2021-12-02 00:22:58 main:581] : INFO : Epoch 1829 | loss: 0.0311025 | val_loss: 0.0311715 | Time: 1858.36 ms [2021-12-02 00:22:59 main:581] : INFO : Epoch 1830 | loss: 0.0311006 | val_loss: 0.0311746 | Time: 1850.97 ms [2021-12-02 00:23:01 main:581] : INFO : Epoch 1831 | loss: 0.0311007 | val_loss: 0.0311691 | Time: 1910.89 ms [2021-12-02 00:23:03 main:581] : INFO : Epoch 1832 | loss: 0.0310973 | val_loss: 0.0311733 | Time: 1866.81 ms [2021-12-02 00:23:05 main:581] : INFO : Epoch 1833 | loss: 0.0311003 | val_loss: 0.0311637 | Time: 1917.63 ms [2021-12-02 00:23:07 main:581] : INFO : Epoch 1834 | loss: 0.0310996 | val_loss: 0.03117 | Time: 1857.78 ms [2021-12-02 00:23:09 main:581] : INFO : Epoch 1835 | loss: 0.0310979 | val_loss: 0.0311645 | Time: 1881.35 ms [2021-12-02 00:23:11 main:581] : INFO : Epoch 1836 | loss: 0.0310979 | val_loss: 0.0311694 | Time: 1907.75 ms [2021-12-02 00:23:13 main:581] : INFO : Epoch 1837 | loss: 0.031101 | val_loss: 0.0311676 | Time: 1803.94 ms [2021-12-02 00:23:14 main:581] : INFO : Epoch 1838 | loss: 0.0311041 | val_loss: 0.031166 | Time: 1837.91 ms [2021-12-02 00:23:16 main:581] : INFO : Epoch 1839 | loss: 0.0311013 | val_loss: 0.0311743 | Time: 1884.51 ms [2021-12-02 00:23:18 main:581] : INFO : Epoch 1840 | loss: 0.0310986 | val_loss: 0.0311672 | Time: 1824.67 ms [2021-12-02 00:23:20 main:581] : INFO : Epoch 1841 | loss: 0.0310983 | val_loss: 0.0311717 | Time: 1878.83 ms [2021-12-02 00:23:22 main:581] : INFO : Epoch 1842 | loss: 0.0310967 | val_loss: 0.0311653 | Time: 1817.72 ms [2021-12-02 00:23:24 main:581] : INFO : Epoch 1843 | loss: 0.031097 | val_loss: 0.0311658 | Time: 1831.96 ms [2021-12-02 00:23:26 main:581] : INFO : Epoch 1844 | loss: 0.0310929 | val_loss: 0.0311715 | Time: 1827.58 ms [2021-12-02 00:23:27 main:581] : INFO : Epoch 1845 | loss: 0.0311076 | val_loss: 0.0311664 | Time: 1816.76 ms [2021-12-02 00:23:29 main:581] : INFO : Epoch 1846 | loss: 0.0311131 | val_loss: 0.031162 | Time: 1851.29 ms [2021-12-02 00:23:31 main:581] : INFO : Epoch 1847 | loss: 0.0311056 | val_loss: 0.0311693 | Time: 1805.78 ms [2021-12-02 00:23:33 main:581] : INFO : Epoch 1848 | loss: 0.0311027 | val_loss: 0.0311761 | Time: 1820.09 ms [2021-12-02 00:23:35 main:581] : INFO : Epoch 1849 | loss: 0.0310992 | val_loss: 0.0311631 | Time: 1808.19 ms [2021-12-02 00:23:36 main:581] : INFO : Epoch 1850 | loss: 0.0311045 | val_loss: 0.0311719 | Time: 1845.07 ms [2021-12-02 00:23:38 main:581] : INFO : Epoch 1851 | loss: 0.0311033 | val_loss: 0.0311748 | Time: 1811.87 ms [2021-12-02 00:23:40 main:581] : INFO : Epoch 1852 | loss: 0.0310985 | val_loss: 0.0311727 | Time: 1843.73 ms [2021-12-02 00:23:42 main:581] : INFO : Epoch 1853 | loss: 0.0311079 | val_loss: 0.0312329 | Time: 1876.17 ms [2021-12-02 00:23:44 main:581] : INFO : Epoch 1854 | loss: 0.0312332 | val_loss: 0.0312276 | Time: 1826.68 ms [2021-12-02 00:23:46 main:581] : INFO : Epoch 1855 | loss: 0.0312588 | val_loss: 0.0313335 | Time: 1818.83 ms [2021-12-02 00:23:47 main:581] : INFO : Epoch 1856 | loss: 0.0312508 | val_loss: 0.0312073 | Time: 1818.43 ms [2021-12-02 00:23:49 main:581] : INFO : Epoch 1857 | loss: 0.0311982 | val_loss: 0.0311943 | Time: 1817.29 ms [2021-12-02 00:23:51 main:581] : INFO : Epoch 1858 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 1809.96 ms [2021-12-02 00:23:53 main:581] : INFO : Epoch 1859 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 1878.57 ms [2021-12-02 00:23:55 main:581] : INFO : Epoch 1860 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 1846.58 ms [2021-12-02 00:23:57 main:581] : INFO : Epoch 1861 | loss: 0.0311789 | val_loss: 0.0311736 | Time: 1865.27 ms [2021-12-02 00:23:58 main:581] : INFO : Epoch 1862 | loss: 0.0311729 | val_loss: 0.0311713 | Time: 1820.19 ms [2021-12-02 00:24:00 main:581] : INFO : Epoch 1863 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1873.72 ms [2021-12-02 00:24:02 main:581] : INFO : Epoch 1864 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 1861.28 ms [2021-12-02 00:24:04 main:581] : INFO : Epoch 1865 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1845.28 ms [2021-12-02 00:24:06 main:581] : INFO : Epoch 1866 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 1819.8 ms [2021-12-02 00:24:08 main:581] : INFO : Epoch 1867 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 1848.31 ms [2021-12-02 00:24:10 main:581] : INFO : Epoch 1868 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 1809.7 ms [2021-12-02 00:24:11 main:581] : INFO : Epoch 1869 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 1889.67 ms [2021-12-02 00:24:13 main:581] : INFO : Epoch 1870 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 1840.41 ms [2021-12-02 00:24:15 main:581] : INFO : Epoch 1871 | loss: 0.0311514 | val_loss: 0.0311626 | Time: 1830.93 ms [2021-12-02 00:24:17 main:581] : INFO : Epoch 1872 | loss: 0.0311505 | val_loss: 0.031161 | Time: 1835.32 ms [2021-12-02 00:24:19 main:581] : INFO : Epoch 1873 | loss: 0.0311499 | val_loss: 0.031159 | Time: 1821.77 ms [2021-12-02 00:24:21 main:581] : INFO : Epoch 1874 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1828.58 ms [2021-12-02 00:24:22 main:581] : INFO : Epoch 1875 | loss: 0.0311489 | val_loss: 0.0311589 | Time: 1851.95 ms [2021-12-02 00:24:24 main:581] : INFO : Epoch 1876 | loss: 0.0311486 | val_loss: 0.0311579 | Time: 1914.7 ms [2021-12-02 00:24:26 main:581] : INFO : Epoch 1877 | loss: 0.0311459 | val_loss: 0.031159 | Time: 1830.68 ms [2021-12-02 00:24:28 main:581] : INFO : Epoch 1878 | loss: 0.0311455 | val_loss: 0.0311655 | Time: 1853.74 ms [2021-12-02 00:24:30 main:581] : INFO : Epoch 1879 | loss: 0.0311469 | val_loss: 0.031159 | Time: 1891.73 ms [2021-12-02 00:24:32 main:581] : INFO : Epoch 1880 | loss: 0.0311427 | val_loss: 0.0311618 | Time: 1927.47 ms [2021-12-02 00:24:34 main:581] : INFO : Epoch 1881 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 1861.44 ms [2021-12-02 00:24:36 main:581] : INFO : Epoch 1882 | loss: 0.0311406 | val_loss: 0.0311604 | Time: 1851.58 ms [2021-12-02 00:24:37 main:581] : INFO : Epoch 1883 | loss: 0.03114 | val_loss: 0.0311628 | Time: 1821.04 ms [2021-12-02 00:24:39 main:581] : INFO : Epoch 1884 | loss: 0.031141 | val_loss: 0.0311571 | Time: 1854.58 ms [2021-12-02 00:24:41 main:581] : INFO : Epoch 1885 | loss: 0.0311393 | val_loss: 0.0311598 | Time: 1863.95 ms [2021-12-02 00:24:43 main:581] : INFO : Epoch 1886 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 1819.64 ms [2021-12-02 00:24:45 main:581] : INFO : Epoch 1887 | loss: 0.031137 | val_loss: 0.0311614 | Time: 1846.69 ms [2021-12-02 00:24:47 main:581] : INFO : Epoch 1888 | loss: 0.0311378 | val_loss: 0.0311609 | Time: 1921.24 ms [2021-12-02 00:24:49 main:581] : INFO : Epoch 1889 | loss: 0.0311362 | val_loss: 0.0311633 | Time: 1861.56 ms [2021-12-02 00:24:50 main:581] : INFO : Epoch 1890 | loss: 0.0311365 | val_loss: 0.0311604 | Time: 1828.99 ms [2021-12-02 00:24:52 main:581] : INFO : Epoch 1891 | loss: 0.0311357 | val_loss: 0.0311644 | Time: 1859.44 ms [2021-12-02 00:24:54 main:581] : INFO : Epoch 1892 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 1853.55 ms [2021-12-02 00:24:56 main:581] : INFO : Epoch 1893 | loss: 0.0311354 | val_loss: 0.031161 | Time: 1834.89 ms [2021-12-02 00:24:58 main:581] : INFO : Epoch 1894 | loss: 0.0311339 | val_loss: 0.0311612 | Time: 1813.7 ms [2021-12-02 00:25:00 main:581] : INFO : Epoch 1895 | loss: 0.0311326 | val_loss: 0.0311604 | Time: 1858.78 ms [2021-12-02 00:25:01 main:581] : INFO : Epoch 1896 | loss: 0.0311333 | val_loss: 0.0311635 | Time: 1843.85 ms [2021-12-02 00:25:03 main:581] : INFO : Epoch 1897 | loss: 0.0311344 | val_loss: 0.0311628 | Time: 1825.98 ms [2021-12-02 00:25:05 main:581] : INFO : Epoch 1898 | loss: 0.0311337 | val_loss: 0.0311587 | Time: 1826.16 ms [2021-12-02 00:25:07 main:581] : INFO : Epoch 1899 | loss: 0.0311359 | val_loss: 0.0311592 | Time: 1871.67 ms [2021-12-02 00:25:09 main:581] : INFO : Epoch 1900 | loss: 0.0311355 | val_loss: 0.0311582 | Time: 1816.56 ms [2021-12-02 00:25:11 main:581] : INFO : Epoch 1901 | loss: 0.0311348 | val_loss: 0.0311608 | Time: 1829.46 ms [2021-12-02 00:25:12 main:581] : INFO : Epoch 1902 | loss: 0.0311334 | val_loss: 0.031159 | Time: 1826.82 ms [2021-12-02 00:25:14 main:581] : INFO : Epoch 1903 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 1856.48 ms [2021-12-02 00:25:16 main:581] : INFO : Epoch 1904 | loss: 0.0311302 | val_loss: 0.0311604 | Time: 1845.05 ms [2021-12-02 00:25:18 main:581] : INFO : Epoch 1905 | loss: 0.031139 | val_loss: 0.0311577 | Time: 1875.26 ms [2021-12-02 00:25:20 main:581] : INFO : Epoch 1906 | loss: 0.0311447 | val_loss: 0.0311569 | Time: 1869.09 ms [2021-12-02 00:25:22 main:581] : INFO : Epoch 1907 | loss: 0.0311435 | val_loss: 0.031162 | Time: 1819.97 ms [2021-12-02 00:25:24 main:581] : INFO : Epoch 1908 | loss: 0.0311414 | val_loss: 0.0311588 | Time: 1842.26 ms [2021-12-02 00:25:25 main:581] : INFO : Epoch 1909 | loss: 0.0311393 | val_loss: 0.031158 | Time: 1808.58 ms [2021-12-02 00:25:27 main:581] : INFO : Epoch 1910 | loss: 0.0311381 | val_loss: 0.0311595 | Time: 1807.78 ms [2021-12-02 00:25:29 main:581] : INFO : Epoch 1911 | loss: 0.031136 | val_loss: 0.0311612 | Time: 1812.68 ms [2021-12-02 00:25:31 main:581] : INFO : Epoch 1912 | loss: 0.031135 | val_loss: 0.0311607 | Time: 1821.69 ms [2021-12-02 00:25:33 main:581] : INFO : Epoch 1913 | loss: 0.0311383 | val_loss: 0.0311565 | Time: 1815.92 ms [2021-12-02 00:25:35 main:581] : INFO : Epoch 1914 | loss: 0.0311375 | val_loss: 0.0311628 | Time: 1871.06 ms [2021-12-02 00:25:36 main:581] : INFO : Epoch 1915 | loss: 0.0311366 | val_loss: 0.0311635 | Time: 1841.03 ms [2021-12-02 00:25:38 main:581] : INFO : Epoch 1916 | loss: 0.0311348 | val_loss: 0.031164 | Time: 1818.19 ms [2021-12-02 00:25:40 main:581] : INFO : Epoch 1917 | loss: 0.0311326 | val_loss: 0.0311602 | Time: 1924.19 ms [2021-12-02 00:25:42 main:581] : INFO : Epoch 1918 | loss: 0.0311314 | val_loss: 0.031161 | Time: 1843.77 ms [2021-12-02 00:25:44 main:581] : INFO : Epoch 1919 | loss: 0.031132 | val_loss: 0.0311569 | Time: 1929.67 ms [2021-12-02 00:25:46 main:581] : INFO : Epoch 1920 | loss: 0.0311313 | val_loss: 0.0311609 | Time: 1864.63 ms [2021-12-02 00:25:48 main:581] : INFO : Epoch 1921 | loss: 0.0311293 | val_loss: 0.0311597 | Time: 1869.82 ms [2021-12-02 00:25:49 main:581] : INFO : Epoch 1922 | loss: 0.0311288 | val_loss: 0.0311633 | Time: 1859.09 ms [2021-12-02 00:25:51 main:581] : INFO : Epoch 1923 | loss: 0.03113 | val_loss: 0.0311603 | Time: 1908.74 ms [2021-12-02 00:25:53 main:581] : INFO : Epoch 1924 | loss: 0.0311268 | val_loss: 0.0311574 | Time: 1858.5 ms [2021-12-02 00:25:55 main:581] : INFO : Epoch 1925 | loss: 0.0311273 | val_loss: 0.0311603 | Time: 1847.3 ms [2021-12-02 00:25:57 main:581] : INFO : Epoch 1926 | loss: 0.0311268 | val_loss: 0.0311589 | Time: 1843.31 ms [2021-12-02 00:25:59 main:581] : INFO : Epoch 1927 | loss: 0.0311287 | val_loss: 0.031167 | Time: 1869.97 ms [2021-12-02 00:26:01 main:581] : INFO : Epoch 1928 | loss: 0.0311269 | val_loss: 0.0311583 | Time: 1857.59 ms [2021-12-02 00:26:02 main:581] : INFO : Epoch 1929 | loss: 0.0311263 | val_loss: 0.0311594 | Time: 1828.51 ms [2021-12-02 00:26:04 main:581] : INFO : Epoch 1930 | loss: 0.0311243 | val_loss: 0.0311634 | Time: 1819.87 ms [2021-12-02 00:26:06 main:581] : INFO : Epoch 1931 | loss: 0.0311241 | val_loss: 0.0311628 | Time: 1856.05 ms [2021-12-02 00:26:08 main:581] : INFO : Epoch 1932 | loss: 0.0311233 | val_loss: 0.031161 | Time: 1891.96 ms [2021-12-02 00:26:10 main:581] : INFO : Epoch 1933 | loss: 0.0311216 | val_loss: 0.0311646 | Time: 1833.93 ms [2021-12-02 00:26:12 main:581] : INFO : Epoch 1934 | loss: 0.0311215 | val_loss: 0.0311621 | Time: 1860.56 ms [2021-12-02 00:26:14 main:581] : INFO : Epoch 1935 | loss: 0.0311256 | val_loss: 0.03116 | Time: 1813.88 ms [2021-12-02 00:26:15 main:581] : INFO : Epoch 1936 | loss: 0.0311319 | val_loss: 0.0311601 | Time: 1853.24 ms [2021-12-02 00:26:17 main:581] : INFO : Epoch 1937 | loss: 0.0311286 | val_loss: 0.0311619 | Time: 1870.99 ms [2021-12-02 00:26:19 main:581] : INFO : Epoch 1938 | loss: 0.0311276 | val_loss: 0.0311657 | Time: 1902.8 ms [2021-12-02 00:26:21 main:581] : INFO : Epoch 1939 | loss: 0.0311259 | val_loss: 0.031166 | Time: 1847.42 ms [2021-12-02 00:26:23 main:581] : INFO : Epoch 1940 | loss: 0.0311248 | val_loss: 0.0311593 | Time: 1824.86 ms [2021-12-02 00:26:25 main:581] : INFO : Epoch 1941 | loss: 0.0311224 | val_loss: 0.0311698 | Time: 1854.85 ms [2021-12-02 00:26:27 main:581] : INFO : Epoch 1942 | loss: 0.0311229 | val_loss: 0.0311674 | Time: 1869.48 ms [2021-12-02 00:26:28 main:581] : INFO : Epoch 1943 | loss: 0.0311214 | val_loss: 0.0311697 | Time: 1878.79 ms [2021-12-02 00:26:30 main:581] : INFO : Epoch 1944 | loss: 0.0311245 | val_loss: 0.0311641 | Time: 1841.52 ms [2021-12-02 00:26:32 main:581] : INFO : Epoch 1945 | loss: 0.0311227 | val_loss: 0.0311656 | Time: 1812.37 ms [2021-12-02 00:26:34 main:581] : INFO : Epoch 1946 | loss: 0.0311205 | val_loss: 0.0311651 | Time: 1811.67 ms [2021-12-02 00:26:36 main:581] : INFO : Epoch 1947 | loss: 0.0311218 | val_loss: 0.0311644 | Time: 1823 ms [2021-12-02 00:26:38 main:581] : INFO : Epoch 1948 | loss: 0.0311227 | val_loss: 0.0311629 | Time: 1828.34 ms [2021-12-02 00:26:39 main:581] : INFO : Epoch 1949 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1863.2 ms [2021-12-02 00:26:41 main:581] : INFO : Epoch 1950 | loss: 0.0311219 | val_loss: 0.0311634 | Time: 1812.25 ms [2021-12-02 00:26:43 main:581] : INFO : Epoch 1951 | loss: 0.0311202 | val_loss: 0.0311616 | Time: 1830.62 ms [2021-12-02 00:26:45 main:581] : INFO : Epoch 1952 | loss: 0.0311217 | val_loss: 0.0311681 | Time: 1851.18 ms [2021-12-02 00:26:47 main:581] : INFO : Epoch 1953 | loss: 0.0311204 | val_loss: 0.0311692 | Time: 1825.8 ms [2021-12-02 00:26:49 main:581] : INFO : Epoch 1954 | loss: 0.0311213 | val_loss: 0.0311627 | Time: 1852.26 ms [2021-12-02 00:26:50 main:581] : INFO : Epoch 1955 | loss: 0.0311239 | val_loss: 0.0311618 | Time: 1825.24 ms [2021-12-02 00:26:52 main:581] : INFO : Epoch 1956 | loss: 0.0311218 | val_loss: 0.0311687 | Time: 1827.81 ms [2021-12-02 00:26:54 main:581] : INFO : Epoch 1957 | loss: 0.0311215 | val_loss: 0.0311666 | Time: 1858.75 ms [2021-12-02 00:26:56 main:581] : INFO : Epoch 1958 | loss: 0.0311207 | val_loss: 0.0311697 | Time: 1881.67 ms [2021-12-02 00:26:58 main:581] : INFO : Epoch 1959 | loss: 0.0311222 | val_loss: 0.031168 | Time: 1869.2 ms [2021-12-02 00:27:00 main:581] : INFO : Epoch 1960 | loss: 0.0311215 | val_loss: 0.0311656 | Time: 1833.73 ms [2021-12-02 00:27:02 main:581] : INFO : Epoch 1961 | loss: 0.0311222 | val_loss: 0.0311769 | Time: 1814.84 ms [2021-12-02 00:27:03 main:581] : INFO : Epoch 1962 | loss: 0.0311216 | val_loss: 0.0311673 | Time: 1853.23 ms [2021-12-02 00:27:05 main:581] : INFO : Epoch 1963 | loss: 0.0311201 | val_loss: 0.0311661 | Time: 1881.2 ms [2021-12-02 00:27:07 main:581] : INFO : Epoch 1964 | loss: 0.0311194 | val_loss: 0.0311658 | Time: 1869.85 ms [2021-12-02 00:27:09 main:581] : INFO : Epoch 1965 | loss: 0.0311201 | val_loss: 0.031169 | Time: 1854.47 ms [2021-12-02 00:27:11 main:581] : INFO : Epoch 1966 | loss: 0.0311344 | val_loss: 0.0311617 | Time: 1951.13 ms [2021-12-02 00:27:13 main:581] : INFO : Epoch 1967 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 1879.29 ms [2021-12-02 00:27:15 main:581] : INFO : Epoch 1968 | loss: 0.0311346 | val_loss: 0.0311623 | Time: 1834.01 ms [2021-12-02 00:27:16 main:581] : INFO : Epoch 1969 | loss: 0.0311317 | val_loss: 0.0311567 | Time: 1844.05 ms [2021-12-02 00:27:18 main:581] : INFO : Epoch 1970 | loss: 0.0311307 | val_loss: 0.0311597 | Time: 1833.06 ms [2021-12-02 00:27:20 main:581] : INFO : Epoch 1971 | loss: 0.0311288 | val_loss: 0.0311668 | Time: 1861.95 ms [2021-12-02 00:27:22 main:581] : INFO : Epoch 1972 | loss: 0.031136 | val_loss: 0.0311604 | Time: 1854.71 ms [2021-12-02 00:27:24 main:581] : INFO : Epoch 1973 | loss: 0.0311427 | val_loss: 0.0311545 | Time: 1871.2 ms [2021-12-02 00:27:26 main:581] : INFO : Epoch 1974 | loss: 0.0311369 | val_loss: 0.0311596 | Time: 1829.99 ms [2021-12-02 00:27:28 main:581] : INFO : Epoch 1975 | loss: 0.0311321 | val_loss: 0.0311555 | Time: 1854.79 ms [2021-12-02 00:27:29 main:581] : INFO : Epoch 1976 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 1879.68 ms [2021-12-02 00:27:31 main:581] : INFO : Epoch 1977 | loss: 0.031129 | val_loss: 0.0311596 | Time: 1868.64 ms [2021-12-02 00:27:33 main:581] : INFO : Epoch 1978 | loss: 0.0311278 | val_loss: 0.0311613 | Time: 1830.07 ms [2021-12-02 00:27:35 main:581] : INFO : Epoch 1979 | loss: 0.0311318 | val_loss: 0.0311585 | Time: 1836.08 ms [2021-12-02 00:27:37 main:581] : INFO : Epoch 1980 | loss: 0.0311299 | val_loss: 0.0311551 | Time: 1833.09 ms [2021-12-02 00:27:39 main:581] : INFO : Epoch 1981 | loss: 0.0311301 | val_loss: 0.0311597 | Time: 1845.4 ms [2021-12-02 00:27:41 main:581] : INFO : Epoch 1982 | loss: 0.031129 | val_loss: 0.0311662 | Time: 1832.47 ms [2021-12-02 00:27:42 main:581] : INFO : Epoch 1983 | loss: 0.0311267 | val_loss: 0.0311646 | Time: 1806.68 ms [2021-12-02 00:27:44 main:581] : INFO : Epoch 1984 | loss: 0.0311252 | val_loss: 0.0311648 | Time: 1828.19 ms [2021-12-02 00:27:46 main:581] : INFO : Epoch 1985 | loss: 0.0311262 | val_loss: 0.031159 | Time: 1841.26 ms [2021-12-02 00:27:48 main:581] : INFO : Epoch 1986 | loss: 0.0311261 | val_loss: 0.0311612 | Time: 1826.83 ms [2021-12-02 00:27:50 main:581] : INFO : Epoch 1987 | loss: 0.0311276 | val_loss: 0.0311658 | Time: 1843.02 ms [2021-12-02 00:27:52 main:581] : INFO : Epoch 1988 | loss: 0.0311303 | val_loss: 0.0311572 | Time: 1831.26 ms [2021-12-02 00:27:53 main:581] : INFO : Epoch 1989 | loss: 0.0311285 | val_loss: 0.0311634 | Time: 1824.61 ms [2021-12-02 00:27:55 main:581] : INFO : Epoch 1990 | loss: 0.0311225 | val_loss: 0.0311634 | Time: 1823.8 ms [2021-12-02 00:27:57 main:581] : INFO : Epoch 1991 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 1863.81 ms [2021-12-02 00:27:59 main:581] : INFO : Epoch 1992 | loss: 0.0311212 | val_loss: 0.0311614 | Time: 1837.72 ms [2021-12-02 00:28:01 main:581] : INFO : Epoch 1993 | loss: 0.0311189 | val_loss: 0.0311567 | Time: 1830.84 ms [2021-12-02 00:28:03 main:581] : INFO : Epoch 1994 | loss: 0.0311195 | val_loss: 0.0311591 | Time: 1820.17 ms [2021-12-02 00:28:04 main:581] : INFO : Epoch 1995 | loss: 0.0311186 | val_loss: 0.0311652 | Time: 1824.11 ms [2021-12-02 00:28:06 main:581] : INFO : Epoch 1996 | loss: 0.0311196 | val_loss: 0.0311573 | Time: 1900.89 ms [2021-12-02 00:28:08 main:581] : INFO : Epoch 1997 | loss: 0.0311189 | val_loss: 0.0311579 | Time: 1873.05 ms [2021-12-02 00:28:10 main:581] : INFO : Epoch 1998 | loss: 0.0311198 | val_loss: 0.0311594 | Time: 1844.27 ms [2021-12-02 00:28:12 main:581] : INFO : Epoch 1999 | loss: 0.0311181 | val_loss: 0.0311616 | Time: 1876.38 ms [2021-12-02 00:28:14 main:581] : INFO : Epoch 2000 | loss: 0.0311162 | val_loss: 0.031159 | Time: 1859.42 ms [2021-12-02 00:28:16 main:581] : INFO : Epoch 2001 | loss: 0.0311154 | val_loss: 0.0311587 | Time: 1814.14 ms [2021-12-02 00:28:17 main:581] : INFO : Epoch 2002 | loss: 0.0311182 | val_loss: 0.0311547 | Time: 1832.8 ms [2021-12-02 00:28:19 main:581] : INFO : Epoch 2003 | loss: 0.031116 | val_loss: 0.0311555 | Time: 1835.48 ms [2021-12-02 00:28:21 main:581] : INFO : Epoch 2004 | loss: 0.0311147 | val_loss: 0.0311548 | Time: 1872.89 ms [2021-12-02 00:28:23 main:581] : INFO : Epoch 2005 | loss: 0.0311139 | val_loss: 0.031163 | Time: 1873.35 ms [2021-12-02 00:28:25 main:581] : INFO : Epoch 2006 | loss: 0.0311141 | val_loss: 0.0311575 | Time: 1852.68 ms [2021-12-02 00:28:27 main:581] : INFO : Epoch 2007 | loss: 0.0311149 | val_loss: 0.0311602 | Time: 1841.56 ms [2021-12-02 00:28:28 main:581] : INFO : Epoch 2008 | loss: 0.0311126 | val_loss: 0.0311602 | Time: 1863.58 ms [2021-12-02 00:28:30 main:581] : INFO : Epoch 2009 | loss: 0.0311155 | val_loss: 0.0311652 | Time: 1880.05 ms [2021-12-02 00:28:32 main:581] : INFO : Epoch 2010 | loss: 0.0311195 | val_loss: 0.0311629 | Time: 1873.14 ms [2021-12-02 00:28:34 main:581] : INFO : Epoch 2011 | loss: 0.0311175 | val_loss: 0.0311677 | Time: 1853.28 ms [2021-12-02 00:28:36 main:581] : INFO : Epoch 2012 | loss: 0.0311166 | val_loss: 0.0311588 | Time: 1832.19 ms [2021-12-02 00:28:38 main:581] : INFO : Epoch 2013 | loss: 0.0311152 | val_loss: 0.0311596 | Time: 1844.18 ms [2021-12-02 00:28:40 main:581] : INFO : Epoch 2014 | loss: 0.0311169 | val_loss: 0.031161 | Time: 1876.4 ms [2021-12-02 00:28:42 main:581] : INFO : Epoch 2015 | loss: 0.0311143 | val_loss: 0.0311583 | Time: 1903.59 ms [2021-12-02 00:28:43 main:581] : INFO : Epoch 2016 | loss: 0.0311145 | val_loss: 0.0311601 | Time: 1812.98 ms [2021-12-02 00:28:45 main:581] : INFO : Epoch 2017 | loss: 0.031115 | val_loss: 0.0311598 | Time: 1827.08 ms [2021-12-02 00:28:47 main:581] : INFO : Epoch 2018 | loss: 0.031116 | val_loss: 0.0311641 | Time: 1855.72 ms [2021-12-02 00:28:49 main:581] : INFO : Epoch 2019 | loss: 0.0311182 | val_loss: 0.0311646 | Time: 1853.57 ms [2021-12-02 00:28:51 main:581] : INFO : Epoch 2020 | loss: 0.0311218 | val_loss: 0.0311561 | Time: 1825.02 ms [2021-12-02 00:28:53 main:581] : INFO : Epoch 2021 | loss: 0.0311194 | val_loss: 0.0311621 | Time: 1842.93 ms [2021-12-02 00:28:54 main:581] : INFO : Epoch 2022 | loss: 0.0311245 | val_loss: 0.0311622 | Time: 1828.76 ms [2021-12-02 00:28:56 main:581] : INFO : Epoch 2023 | loss: 0.0311212 | val_loss: 0.0311619 | Time: 1896.36 ms [2021-12-02 00:28:58 main:581] : INFO : Epoch 2024 | loss: 0.0311188 | val_loss: 0.031158 | Time: 1870.3 ms [2021-12-02 00:29:00 main:581] : INFO : Epoch 2025 | loss: 0.0311211 | val_loss: 0.0311554 | Time: 1913.22 ms [2021-12-02 00:29:02 main:581] : INFO : Epoch 2026 | loss: 0.031121 | val_loss: 0.031157 | Time: 1871.65 ms [2021-12-02 00:29:04 main:581] : INFO : Epoch 2027 | loss: 0.0311202 | val_loss: 0.0311578 | Time: 1846.77 ms [2021-12-02 00:29:06 main:581] : INFO : Epoch 2028 | loss: 0.0311206 | val_loss: 0.0311582 | Time: 1835.93 ms [2021-12-02 00:29:07 main:581] : INFO : Epoch 2029 | loss: 0.0311181 | val_loss: 0.0311638 | Time: 1817.32 ms [2021-12-02 00:29:09 main:581] : INFO : Epoch 2030 | loss: 0.0311156 | val_loss: 0.0311563 | Time: 1819.31 ms [2021-12-02 00:29:11 main:581] : INFO : Epoch 2031 | loss: 0.0311146 | val_loss: 0.0311655 | Time: 1854.35 ms [2021-12-02 00:29:13 main:581] : INFO : Epoch 2032 | loss: 0.0311116 | val_loss: 0.0311602 | Time: 1825.8 ms [2021-12-02 00:29:15 main:581] : INFO : Epoch 2033 | loss: 0.0311109 | val_loss: 0.0311585 | Time: 1863.57 ms [2021-12-02 00:29:17 main:581] : INFO : Epoch 2034 | loss: 0.0311161 | val_loss: 0.0311621 | Time: 1863.71 ms [2021-12-02 00:29:18 main:581] : INFO : Epoch 2035 | loss: 0.0311175 | val_loss: 0.0311554 | Time: 1821.57 ms [2021-12-02 00:29:20 main:581] : INFO : Epoch 2036 | loss: 0.031116 | val_loss: 0.0311607 | Time: 1862.59 ms [2021-12-02 00:29:22 main:581] : INFO : Epoch 2037 | loss: 0.0311157 | val_loss: 0.0311543 | Time: 1874.4 ms [2021-12-02 00:29:24 main:581] : INFO : Epoch 2038 | loss: 0.0311177 | val_loss: 0.0311583 | Time: 1847.1 ms [2021-12-02 00:29:26 main:581] : INFO : Epoch 2039 | loss: 0.0311147 | val_loss: 0.0311632 | Time: 1838.87 ms [2021-12-02 00:29:28 main:581] : INFO : Epoch 2040 | loss: 0.0311125 | val_loss: 0.0311602 | Time: 1811.03 ms [2021-12-02 00:29:30 main:581] : INFO : Epoch 2041 | loss: 0.0311178 | val_loss: 0.0311598 | Time: 1813.99 ms [2021-12-02 00:29:31 main:581] : INFO : Epoch 2042 | loss: 0.031119 | val_loss: 0.0311611 | Time: 1859.59 ms [2021-12-02 00:29:33 main:581] : INFO : Epoch 2043 | loss: 0.0311311 | val_loss: 0.0311621 | Time: 1859.93 ms [2021-12-02 00:29:35 main:581] : INFO : Epoch 2044 | loss: 0.0311303 | val_loss: 0.0311652 | Time: 1808.73 ms [2021-12-02 00:29:37 main:581] : INFO : Epoch 2045 | loss: 0.0311327 | val_loss: 0.0311664 | Time: 1838.57 ms [2021-12-02 00:29:39 main:581] : INFO : Epoch 2046 | loss: 0.0311302 | val_loss: 0.0311635 | Time: 1855.92 ms [2021-12-02 00:29:41 main:581] : INFO : Epoch 2047 | loss: 0.0311322 | val_loss: 0.0311656 | Time: 1815.77 ms [2021-12-02 00:29:42 main:581] : INFO : Epoch 2048 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 1828.16 ms [2021-12-02 00:29:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311583 [2021-12-02 00:29:42 main:610] : INFO : Saving end state to config to file [2021-12-02 00:29:42 main:615] : INFO : Success, exiting.. 00:29:42 (2007): 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)