Task 6504950
| Name | ParityMachine-1627983681-6733-0_1 |
| Workunit | 4070281 |
| Created | 9 Aug 2021, 20:20:57 UTC |
| Sent | 10 Aug 2021, 5:41:30 UTC |
| Report deadline | 18 Aug 2021, 5:41:30 UTC |
| Received | 10 Aug 2021, 13:03:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 3 min 40 sec |
| CPU time | 1 hours 56 min 17 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 | 3.04 GB |
| Peak swap size | 4.96 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031111 | val_loss: 0.0311766 | Time: 1978.93 ms
[2021-08-10 08:24:10 main:574] : INFO : Epoch 1543 | loss: 0.0311071 | val_loss: 0.0311861 | Time: 1771.18 ms
[2021-08-10 08:24:12 main:574] : INFO : Epoch 1544 | loss: 0.0311086 | val_loss: 0.0311798 | Time: 1762.7 ms
[2021-08-10 08:24:14 main:574] : INFO : Epoch 1545 | loss: 0.0311095 | val_loss: 0.0311815 | Time: 2078.53 ms
[2021-08-10 08:24:16 main:574] : INFO : Epoch 1546 | loss: 0.0311073 | val_loss: 0.031191 | Time: 2085.54 ms
[2021-08-10 08:24:18 main:574] : INFO : Epoch 1547 | loss: 0.0311087 | val_loss: 0.0311889 | Time: 1831.22 ms
[2021-08-10 08:24:20 main:574] : INFO : Epoch 1548 | loss: 0.0311074 | val_loss: 0.0311768 | Time: 1777.95 ms
[2021-08-10 08:24:21 main:574] : INFO : Epoch 1549 | loss: 0.031107 | val_loss: 0.0311787 | Time: 1935.14 ms
[2021-08-10 08:24:24 main:574] : INFO : Epoch 1550 | loss: 0.0311084 | val_loss: 0.0311694 | Time: 2081.13 ms
[2021-08-10 08:24:25 main:574] : INFO : Epoch 1551 | loss: 0.0311065 | val_loss: 0.0311853 | Time: 1858.34 ms
[2021-08-10 08:24:27 main:574] : INFO : Epoch 1552 | loss: 0.031107 | val_loss: 0.031179 | Time: 1903.06 ms
[2021-08-10 08:24:29 main:574] : INFO : Epoch 1553 | loss: 0.0311065 | val_loss: 0.0311737 | Time: 1830.48 ms
[2021-08-10 08:24:31 main:574] : INFO : Epoch 1554 | loss: 0.0311068 | val_loss: 0.0311803 | Time: 2016.8 ms
[2021-08-10 08:24:33 main:574] : INFO : Epoch 1555 | loss: 0.0311052 | val_loss: 0.0311724 | Time: 1869.67 ms
[2021-08-10 08:24:35 main:574] : INFO : Epoch 1556 | loss: 0.0311056 | val_loss: 0.0311783 | Time: 1792.33 ms
[2021-08-10 08:24:37 main:574] : INFO : Epoch 1557 | loss: 0.031111 | val_loss: 0.0311867 | Time: 1828.39 ms
[2021-08-10 08:24:39 main:574] : INFO : Epoch 1558 | loss: 0.0311101 | val_loss: 0.0311763 | Time: 2053.43 ms
[2021-08-10 08:24:41 main:574] : INFO : Epoch 1559 | loss: 0.0311057 | val_loss: 0.0311863 | Time: 1935.52 ms
[2021-08-10 08:24:43 main:574] : INFO : Epoch 1560 | loss: 0.0311226 | val_loss: 0.031164 | Time: 1863.21 ms
[2021-08-10 08:24:44 main:574] : INFO : Epoch 1561 | loss: 0.0311402 | val_loss: 0.0311705 | Time: 1748.14 ms
[2021-08-10 08:24:46 main:574] : INFO : Epoch 1562 | loss: 0.0311281 | val_loss: 0.0311694 | Time: 2041.71 ms
[2021-08-10 08:24:48 main:574] : INFO : Epoch 1563 | loss: 0.0311221 | val_loss: 0.0311686 | Time: 1968.1 ms
[2021-08-10 08:24:50 main:574] : INFO : Epoch 1564 | loss: 0.0311171 | val_loss: 0.0311739 | Time: 1730.7 ms
[2021-08-10 08:24:52 main:574] : INFO : Epoch 1565 | loss: 0.0311193 | val_loss: 0.0311763 | Time: 1736.17 ms
[2021-08-10 08:24:54 main:574] : INFO : Epoch 1566 | loss: 0.0311148 | val_loss: 0.0311701 | Time: 2095.78 ms
[2021-08-10 08:24:56 main:574] : INFO : Epoch 1567 | loss: 0.0311115 | val_loss: 0.0311732 | Time: 2048.52 ms
[2021-08-10 08:24:58 main:574] : INFO : Epoch 1568 | loss: 0.0311081 | val_loss: 0.031174 | Time: 1760.95 ms
[2021-08-10 08:25:00 main:574] : INFO : Epoch 1569 | loss: 0.0311124 | val_loss: 0.0311703 | Time: 1683.41 ms
[2021-08-10 08:25:02 main:574] : INFO : Epoch 1570 | loss: 0.0311073 | val_loss: 0.0311727 | Time: 2026.13 ms
[2021-08-10 08:25:04 main:574] : INFO : Epoch 1571 | loss: 0.0311089 | val_loss: 0.0311675 | Time: 2003 ms
[2021-08-10 08:25:05 main:574] : INFO : Epoch 1572 | loss: 0.0311136 | val_loss: 0.0311907 | Time: 1809.26 ms
[2021-08-10 08:25:07 main:574] : INFO : Epoch 1573 | loss: 0.0311141 | val_loss: 0.0311741 | Time: 1787.09 ms
[2021-08-10 08:25:09 main:574] : INFO : Epoch 1574 | loss: 0.0311092 | val_loss: 0.031167 | Time: 2002.41 ms
[2021-08-10 08:25:11 main:574] : INFO : Epoch 1575 | loss: 0.0311108 | val_loss: 0.0311847 | Time: 2091.36 ms
[2021-08-10 08:25:13 main:574] : INFO : Epoch 1576 | loss: 0.0311118 | val_loss: 0.0311801 | Time: 1795.02 ms
[2021-08-10 08:25:15 main:574] : INFO : Epoch 1577 | loss: 0.0311106 | val_loss: 0.031168 | Time: 1758.71 ms
[2021-08-10 08:25:17 main:574] : INFO : Epoch 1578 | loss: 0.0311073 | val_loss: 0.0311798 | Time: 1964.79 ms
[2021-08-10 08:25:19 main:574] : INFO : Epoch 1579 | loss: 0.0311047 | val_loss: 0.0311757 | Time: 2121.31 ms
[2021-08-10 08:25:21 main:574] : INFO : Epoch 1580 | loss: 0.0311019 | val_loss: 0.0311803 | Time: 1844.54 ms
[2021-08-10 08:25:23 main:574] : INFO : Epoch 1581 | loss: 0.0311039 | val_loss: 0.0311774 | Time: 1718.29 ms
[2021-08-10 08:25:24 main:574] : INFO : Epoch 1582 | loss: 0.0311042 | val_loss: 0.031172 | Time: 1927.56 ms
[2021-08-10 08:25:27 main:574] : INFO : Epoch 1583 | loss: 0.0311097 | val_loss: 0.0311715 | Time: 2070.65 ms
[2021-08-10 08:25:28 main:574] : INFO : Epoch 1584 | loss: 0.0311119 | val_loss: 0.0311723 | Time: 1860.8 ms
[2021-08-10 08:25:30 main:574] : INFO : Epoch 1585 | loss: 0.031108 | val_loss: 0.0311678 | Time: 1779.95 ms
[2021-08-10 08:25:32 main:574] : INFO : Epoch 1586 | loss: 0.0311093 | val_loss: 0.0311718 | Time: 1868.08 ms
[2021-08-10 08:25:34 main:574] : INFO : Epoch 1587 | loss: 0.0311046 | val_loss: 0.031167 | Time: 2057.63 ms
[2021-08-10 08:25:36 main:574] : INFO : Epoch 1588 | loss: 0.031107 | val_loss: 0.0311746 | Time: 1915.15 ms
[2021-08-10 08:25:38 main:574] : INFO : Epoch 1589 | loss: 0.031119 | val_loss: 0.0312008 | Time: 1825.29 ms
[2021-08-10 08:25:40 main:574] : INFO : Epoch 1590 | loss: 0.0311141 | val_loss: 0.0311711 | Time: 1795.85 ms
[2021-08-10 08:25:42 main:574] : INFO : Epoch 1591 | loss: 0.0311052 | val_loss: 0.0311758 | Time: 2145.79 ms
[2021-08-10 08:25:44 main:574] : INFO : Epoch 1592 | loss: 0.0311141 | val_loss: 0.0311772 | Time: 2201.13 ms
[2021-08-10 08:25:46 main:574] : INFO : Epoch 1593 | loss: 0.0311101 | val_loss: 0.0311751 | Time: 2007.65 ms
[2021-08-10 08:25:48 main:574] : INFO : Epoch 1594 | loss: 0.0311 | val_loss: 0.0311743 | Time: 1918.78 ms
[2021-08-10 08:25:50 main:574] : INFO : Epoch 1595 | loss: 0.0311021 | val_loss: 0.0311839 | Time: 1916.72 ms
[2021-08-10 08:25:52 main:574] : INFO : Epoch 1596 | loss: 0.0311034 | val_loss: 0.0311718 | Time: 1985.78 ms
[2021-08-10 08:25:54 main:574] : INFO : Epoch 1597 | loss: 0.0311043 | val_loss: 0.0311722 | Time: 2015.5 ms
[2021-08-10 08:25:56 main:574] : INFO : Epoch 1598 | loss: 0.0311006 | val_loss: 0.0311809 | Time: 1749.53 ms
[2021-08-10 08:25:57 main:574] : INFO : Epoch 1599 | loss: 0.0310971 | val_loss: 0.0311753 | Time: 1695.46 ms
[2021-08-10 08:26:00 main:574] : INFO : Epoch 1600 | loss: 0.0311032 | val_loss: 0.031173 | Time: 2023.47 ms
[2021-08-10 08:26:02 main:574] : INFO : Epoch 1601 | loss: 0.0310999 | val_loss: 0.0311793 | Time: 2066.79 ms
[2021-08-10 08:26:03 main:574] : INFO : Epoch 1602 | loss: 0.0310976 | val_loss: 0.0311758 | Time: 1690.21 ms
[2021-08-10 08:26:05 main:574] : INFO : Epoch 1603 | loss: 0.0310972 | val_loss: 0.031185 | Time: 1785.81 ms
[2021-08-10 08:26:07 main:574] : INFO : Epoch 1604 | loss: 0.0311025 | val_loss: 0.0311699 | Time: 2034.12 ms
[2021-08-10 08:26:09 main:574] : INFO : Epoch 1605 | loss: 0.0311007 | val_loss: 0.0311784 | Time: 2095.34 ms
[2021-08-10 08:26:11 main:574] : INFO : Epoch 1606 | loss: 0.0310972 | val_loss: 0.0311821 | Time: 1798.92 ms
[2021-08-10 08:26:13 main:574] : INFO : Epoch 1607 | loss: 0.0311151 | val_loss: 0.0311804 | Time: 1721.83 ms
[2021-08-10 08:26:15 main:574] : INFO : Epoch 1608 | loss: 0.0311284 | val_loss: 0.0311666 | Time: 1914.7 ms
[2021-08-10 08:26:17 main:574] : INFO : Epoch 1609 | loss: 0.0311142 | val_loss: 0.0311701 | Time: 2053.12 ms
[2021-08-10 08:26:19 main:574] : INFO : Epoch 1610 | loss: 0.0311115 | val_loss: 0.031168 | Time: 1798.12 ms
[2021-08-10 08:26:20 main:574] : INFO : Epoch 1611 | loss: 0.0311077 | val_loss: 0.0311733 | Time: 1770.74 ms
[2021-08-10 08:26:22 main:574] : INFO : Epoch 1612 | loss: 0.0311083 | val_loss: 0.0311706 | Time: 1924.45 ms
[2021-08-10 08:26:24 main:574] : INFO : Epoch 1613 | loss: 0.0311055 | val_loss: 0.0311758 | Time: 2133.48 ms
[2021-08-10 08:26:27 main:574] : INFO : Epoch 1614 | loss: 0.0311063 | val_loss: 0.0311923 | Time: 2331.02 ms
[2021-08-10 08:26:29 main:574] : INFO : Epoch 1615 | loss: 0.0311016 | val_loss: 0.0311776 | Time: 1746.92 ms
[2021-08-10 08:26:30 main:574] : INFO : Epoch 1616 | loss: 0.0310935 | val_loss: 0.0311779 | Time: 1774.93 ms
[2021-08-10 08:26:32 main:574] : INFO : Epoch 1617 | loss: 0.0310931 | val_loss: 0.031172 | Time: 1975.3 ms
[2021-08-10 08:26:34 main:574] : INFO : Epoch 1618 | loss: 0.0310919 | val_loss: 0.0311819 | Time: 2039.74 ms
[2021-08-10 08:26:36 main:574] : INFO : Epoch 1619 | loss: 0.0310933 | val_loss: 0.0311833 | Time: 1805.44 ms
[2021-08-10 08:26:38 main:574] : INFO : Epoch 1620 | loss: 0.0310932 | val_loss: 0.0311787 | Time: 1716.39 ms
[2021-08-10 08:26:40 main:574] : INFO : Epoch 1621 | loss: 0.0310986 | val_loss: 0.0311789 | Time: 1971.05 ms
[2021-08-10 08:26:42 main:574] : INFO : Epoch 1622 | loss: 0.0310926 | val_loss: 0.0311856 | Time: 2073.75 ms
[2021-08-10 08:26:44 main:574] : INFO : Epoch 1623 | loss: 0.0310935 | val_loss: 0.0311788 | Time: 1777.49 ms
[2021-08-10 08:26:45 main:574] : INFO : Epoch 1624 | loss: 0.0311039 | val_loss: 0.0311698 | Time: 1724.27 ms
[2021-08-10 08:26:47 main:574] : INFO : Epoch 1625 | loss: 0.0311043 | val_loss: 0.0311692 | Time: 1955.44 ms
[2021-08-10 08:26:50 main:574] : INFO : Epoch 1626 | loss: 0.0310991 | val_loss: 0.0311769 | Time: 2070.96 ms
[2021-08-10 08:26:51 main:574] : INFO : Epoch 1627 | loss: 0.031108 | val_loss: 0.0311797 | Time: 1832.86 ms
[2021-08-10 08:26:53 main:574] : INFO : Epoch 1628 | loss: 0.0311092 | val_loss: 0.0311692 | Time: 1765.34 ms
[2021-08-10 08:26:55 main:574] : INFO : Epoch 1629 | loss: 0.0311047 | val_loss: 0.0311684 | Time: 1922.58 ms
[2021-08-10 08:27:07 main:574] : INFO : Epoch 1630 | loss: 0.0311031 | val_loss: 0.031171 | Time: 12113.7 ms
[2021-08-10 08:27:09 main:574] : INFO : Epoch 1631 | loss: 0.031099 | val_loss: 0.0311787 | Time: 2300.68 ms
[2021-08-10 08:27:12 main:574] : INFO : Epoch 1632 | loss: 0.0310938 | val_loss: 0.0311707 | Time: 2329.38 ms
[2021-08-10 08:27:14 main:574] : INFO : Epoch 1633 | loss: 0.0310917 | val_loss: 0.031169 | Time: 2331.13 ms
[2021-08-10 08:27:16 main:574] : INFO : Epoch 1634 | loss: 0.0310953 | val_loss: 0.0311737 | Time: 2270.84 ms
[2021-08-10 08:27:18 main:574] : INFO : Epoch 1635 | loss: 0.031094 | val_loss: 0.0311734 | Time: 1750.68 ms
[2021-08-10 08:27:20 main:574] : INFO : Epoch 1636 | loss: 0.0311003 | val_loss: 0.0311672 | Time: 1930.36 ms
[2021-08-10 08:27:22 main:574] : INFO : Epoch 1637 | loss: 0.0310953 | val_loss: 0.0311847 | Time: 2057.63 ms
[2021-08-10 08:27:24 main:574] : INFO : Epoch 1638 | loss: 0.0310949 | val_loss: 0.031174 | Time: 1891.34 ms
[2021-08-10 08:27:26 main:574] : INFO : Epoch 1639 | loss: 0.0310951 | val_loss: 0.0311823 | Time: 1755.54 ms
[2021-08-10 08:27:28 main:574] : INFO : Epoch 1640 | loss: 0.0310983 | val_loss: 0.0311739 | Time: 1840.96 ms
[2021-08-10 08:27:30 main:574] : INFO : Epoch 1641 | loss: 0.031095 | val_loss: 0.0311744 | Time: 2076.15 ms
[2021-08-10 08:27:32 main:574] : INFO : Epoch 1642 | loss: 0.0310927 | val_loss: 0.031192 | Time: 1883.26 ms
[2021-08-10 08:27:33 main:574] : INFO : Epoch 1643 | loss: 0.031097 | val_loss: 0.0311767 | Time: 1750.14 ms
[2021-08-10 08:27:35 main:574] : INFO : Epoch 1644 | loss: 0.0310945 | val_loss: 0.0311843 | Time: 1856.93 ms
[2021-08-10 08:27:37 main:574] : INFO : Epoch 1645 | loss: 0.0310967 | val_loss: 0.0311782 | Time: 2060.24 ms
[2021-08-10 08:27:39 main:574] : INFO : Epoch 1646 | loss: 0.0310923 | val_loss: 0.0311746 | Time: 1877.88 ms
[2021-08-10 08:27:41 main:574] : INFO : Epoch 1647 | loss: 0.0310956 | val_loss: 0.0311739 | Time: 1764.58 ms
[2021-08-10 08:27:43 main:574] : INFO : Epoch 1648 | loss: 0.0310951 | val_loss: 0.0311759 | Time: 1811.71 ms
[2021-08-10 08:27:45 main:574] : INFO : Epoch 1649 | loss: 0.0310939 | val_loss: 0.0311736 | Time: 2087.45 ms
[2021-08-10 08:27:47 main:574] : INFO : Epoch 1650 | loss: 0.0310978 | val_loss: 0.0311823 | Time: 1868.09 ms
[2021-08-10 08:27:49 main:574] : INFO : Epoch 1651 | loss: 0.0310907 | val_loss: 0.0311954 | Time: 1799.41 ms
[2021-08-10 08:27:50 main:574] : INFO : Epoch 1652 | loss: 0.031092 | val_loss: 0.0311695 | Time: 1799.12 ms
[2021-08-10 08:27:52 main:574] : INFO : Epoch 1653 | loss: 0.0310972 | val_loss: 0.0311709 | Time: 2050.99 ms
[2021-08-10 08:27:54 main:574] : INFO : Epoch 1654 | loss: 0.0310954 | val_loss: 0.0311836 | Time: 1940.44 ms
[2021-08-10 08:27:56 main:574] : INFO : Epoch 1655 | loss: 0.0310904 | val_loss: 0.0311874 | Time: 1698.74 ms
[2021-08-10 08:27:58 main:574] : INFO : Epoch 1656 | loss: 0.0310882 | val_loss: 0.0311871 | Time: 1820.61 ms
[2021-08-10 08:28:00 main:574] : INFO : Epoch 1657 | loss: 0.0310933 | val_loss: 0.0311721 | Time: 2115.2 ms
[2021-08-10 08:28:02 main:574] : INFO : Epoch 1658 | loss: 0.0310976 | val_loss: 0.0311787 | Time: 1938.65 ms
[2021-08-10 08:28:04 main:574] : INFO : Epoch 1659 | loss: 0.0310972 | val_loss: 0.0311797 | Time: 1768.8 ms
[2021-08-10 08:28:06 main:574] : INFO : Epoch 1660 | loss: 0.0310991 | val_loss: 0.0311722 | Time: 1727.81 ms
[2021-08-10 08:28:08 main:574] : INFO : Epoch 1661 | loss: 0.0310983 | val_loss: 0.031183 | Time: 2066.57 ms
[2021-08-10 08:28:10 main:574] : INFO : Epoch 1662 | loss: 0.0310961 | val_loss: 0.0311752 | Time: 2292.54 ms
[2021-08-10 08:28:12 main:574] : INFO : Epoch 1663 | loss: 0.031094 | val_loss: 0.0311826 | Time: 1862.9 ms
[2021-08-10 08:28:14 main:574] : INFO : Epoch 1664 | loss: 0.031092 | val_loss: 0.0311814 | Time: 1776.22 ms
[2021-08-10 08:28:16 main:574] : INFO : Epoch 1665 | loss: 0.0310907 | val_loss: 0.0311922 | Time: 1893.52 ms
[2021-08-10 08:28:18 main:574] : INFO : Epoch 1666 | loss: 0.0310922 | val_loss: 0.0311888 | Time: 2037.07 ms
[2021-08-10 08:28:20 main:574] : INFO : Epoch 1667 | loss: 0.0310939 | val_loss: 0.0311876 | Time: 1949.76 ms
[2021-08-10 08:28:21 main:574] : INFO : Epoch 1668 | loss: 0.0310926 | val_loss: 0.0311719 | Time: 1718.62 ms
[2021-08-10 08:28:23 main:574] : INFO : Epoch 1669 | loss: 0.0310889 | val_loss: 0.0311781 | Time: 1860.52 ms
[2021-08-10 08:28:25 main:574] : INFO : Epoch 1670 | loss: 0.0310877 | val_loss: 0.0311813 | Time: 2037.11 ms
[2021-08-10 08:28:27 main:574] : INFO : Epoch 1671 | loss: 0.0310876 | val_loss: 0.0311847 | Time: 1841.98 ms
[2021-08-10 08:28:29 main:574] : INFO : Epoch 1672 | loss: 0.0310916 | val_loss: 0.0311784 | Time: 1730.96 ms
[2021-08-10 08:28:31 main:574] : INFO : Epoch 1673 | loss: 0.0310926 | val_loss: 0.0311871 | Time: 1873.52 ms
[2021-08-10 08:28:33 main:574] : INFO : Epoch 1674 | loss: 0.0310898 | val_loss: 0.0311734 | Time: 2054.21 ms
[2021-08-10 08:28:35 main:574] : INFO : Epoch 1675 | loss: 0.0310832 | val_loss: 0.0311834 | Time: 1872.66 ms
[2021-08-10 08:28:36 main:574] : INFO : Epoch 1676 | loss: 0.0310894 | val_loss: 0.0311763 | Time: 1756.12 ms
[2021-08-10 08:28:38 main:574] : INFO : Epoch 1677 | loss: 0.0310875 | val_loss: 0.0311774 | Time: 1875.47 ms
[2021-08-10 08:28:40 main:574] : INFO : Epoch 1678 | loss: 0.0310964 | val_loss: 0.031173 | Time: 2036.66 ms
[2021-08-10 08:28:42 main:574] : INFO : Epoch 1679 | loss: 0.0310898 | val_loss: 0.0311847 | Time: 1876.01 ms
[2021-08-10 08:28:44 main:574] : INFO : Epoch 1680 | loss: 0.0310888 | val_loss: 0.0311787 | Time: 1751.41 ms
[2021-08-10 08:28:46 main:574] : INFO : Epoch 1681 | loss: 0.0310913 | val_loss: 0.031186 | Time: 1840.8 ms
[2021-08-10 08:28:48 main:574] : INFO : Epoch 1682 | loss: 0.0310886 | val_loss: 0.0311912 | Time: 2039.31 ms
[2021-08-10 08:28:50 main:574] : INFO : Epoch 1683 | loss: 0.0310914 | val_loss: 0.0311809 | Time: 1888.95 ms
[2021-08-10 08:28:51 main:574] : INFO : Epoch 1684 | loss: 0.0310915 | val_loss: 0.0311748 | Time: 1714.61 ms
[2021-08-10 08:28:53 main:574] : INFO : Epoch 1685 | loss: 0.0310912 | val_loss: 0.0311865 | Time: 1868.19 ms
[2021-08-10 08:28:55 main:574] : INFO : Epoch 1686 | loss: 0.0310883 | val_loss: 0.0311895 | Time: 2045.09 ms
[2021-08-10 08:28:57 main:574] : INFO : Epoch 1687 | loss: 0.0310915 | val_loss: 0.0311793 | Time: 1899.95 ms
[2021-08-10 08:28:59 main:574] : INFO : Epoch 1688 | loss: 0.0310846 | val_loss: 0.0311846 | Time: 1757.56 ms
[2021-08-10 08:29:01 main:574] : INFO : Epoch 1689 | loss: 0.0310873 | val_loss: 0.0311742 | Time: 1860.29 ms
[2021-08-10 08:29:03 main:574] : INFO : Epoch 1690 | loss: 0.0310876 | val_loss: 0.0311937 | Time: 2070.23 ms
[2021-08-10 08:29:05 main:574] : INFO : Epoch 1691 | loss: 0.0310878 | val_loss: 0.0311764 | Time: 1928.15 ms
[2021-08-10 08:29:07 main:574] : INFO : Epoch 1692 | loss: 0.0310826 | val_loss: 0.0311857 | Time: 1757.2 ms
[2021-08-10 08:29:08 main:574] : INFO : Epoch 1693 | loss: 0.0310852 | val_loss: 0.0311894 | Time: 1819.16 ms
[2021-08-10 08:29:11 main:574] : INFO : Epoch 1694 | loss: 0.0310919 | val_loss: 0.0311889 | Time: 2068.95 ms
[2021-08-10 08:29:13 main:574] : INFO : Epoch 1695 | loss: 0.0310855 | val_loss: 0.0311811 | Time: 1970.72 ms
[2021-08-10 08:29:14 main:574] : INFO : Epoch 1696 | loss: 0.0310877 | val_loss: 0.031193 | Time: 1731.62 ms
[2021-08-10 08:29:16 main:574] : INFO : Epoch 1697 | loss: 0.0310845 | val_loss: 0.031193 | Time: 1760.05 ms
[2021-08-10 08:29:18 main:574] : INFO : Epoch 1698 | loss: 0.0310858 | val_loss: 0.0311941 | Time: 2035.48 ms
[2021-08-10 08:29:20 main:574] : INFO : Epoch 1699 | loss: 0.031087 | val_loss: 0.0311769 | Time: 1937.85 ms
[2021-08-10 08:29:22 main:574] : INFO : Epoch 1700 | loss: 0.0310957 | val_loss: 0.0311953 | Time: 1769.56 ms
[2021-08-10 08:29:24 main:574] : INFO : Epoch 1701 | loss: 0.0310949 | val_loss: 0.0311728 | Time: 1773.06 ms
[2021-08-10 08:29:26 main:574] : INFO : Epoch 1702 | loss: 0.0310862 | val_loss: 0.0311872 | Time: 2187.19 ms
[2021-08-10 08:29:28 main:574] : INFO : Epoch 1703 | loss: 0.0310882 | val_loss: 0.0311834 | Time: 2107.14 ms
[2021-08-10 08:29:30 main:574] : INFO : Epoch 1704 | loss: 0.0310836 | val_loss: 0.0311829 | Time: 1843.4 ms
[2021-08-10 08:29:32 main:574] : INFO : Epoch 1705 | loss: 0.0310847 | val_loss: 0.0311807 | Time: 1760.94 ms
[2021-08-10 08:29:33 main:574] : INFO : Epoch 1706 | loss: 0.0310911 | val_loss: 0.0311876 | Time: 1919.1 ms
[2021-08-10 08:29:35 main:574] : INFO : Epoch 1707 | loss: 0.0310877 | val_loss: 0.0311815 | Time: 2044.67 ms
[2021-08-10 08:29:37 main:574] : INFO : Epoch 1708 | loss: 0.0310919 | val_loss: 0.031192 | Time: 1771.43 ms
[2021-08-10 08:29:39 main:574] : INFO : Epoch 1709 | loss: 0.0310886 | val_loss: 0.0311883 | Time: 1770.61 ms
[2021-08-10 08:29:41 main:574] : INFO : Epoch 1710 | loss: 0.0310914 | val_loss: 0.03118 | Time: 1929.67 ms
[2021-08-10 08:29:43 main:574] : INFO : Epoch 1711 | loss: 0.0310878 | val_loss: 0.0311903 | Time: 2077.77 ms
[2021-08-10 08:29:45 main:574] : INFO : Epoch 1712 | loss: 0.0310852 | val_loss: 0.0311886 | Time: 1846.51 ms
[2021-08-10 08:29:47 main:574] : INFO : Epoch 1713 | loss: 0.031084 | val_loss: 0.0311906 | Time: 1717.68 ms
[2021-08-10 08:29:49 main:574] : INFO : Epoch 1714 | loss: 0.0310903 | val_loss: 0.0311818 | Time: 1900.27 ms
[2021-08-10 08:29:51 main:574] : INFO : Epoch 1715 | loss: 0.0310879 | val_loss: 0.0311881 | Time: 2051.29 ms
[2021-08-10 08:29:52 main:574] : INFO : Epoch 1716 | loss: 0.0310864 | val_loss: 0.0311816 | Time: 1798.29 ms
[2021-08-10 08:29:54 main:574] : INFO : Epoch 1717 | loss: 0.0310874 | val_loss: 0.0311883 | Time: 1726.37 ms
[2021-08-10 08:29:56 main:574] : INFO : Epoch 1718 | loss: 0.0310874 | val_loss: 0.0311856 | Time: 1940.02 ms
[2021-08-10 08:29:58 main:574] : INFO : Epoch 1719 | loss: 0.0310836 | val_loss: 0.0311866 | Time: 2079.55 ms
[2021-08-10 08:30:00 main:574] : INFO : Epoch 1720 | loss: 0.0310866 | val_loss: 0.031183 | Time: 1814.14 ms
[2021-08-10 08:30:02 main:574] : INFO : Epoch 1721 | loss: 0.0310923 | val_loss: 0.0311903 | Time: 1789.67 ms
[2021-08-10 08:30:04 main:574] : INFO : Epoch 1722 | loss: 0.0310866 | val_loss: 0.031182 | Time: 1899.13 ms
[2021-08-10 08:30:06 main:574] : INFO : Epoch 1723 | loss: 0.0310816 | val_loss: 0.0311917 | Time: 2065.38 ms
[2021-08-10 08:30:08 main:574] : INFO : Epoch 1724 | loss: 0.0310893 | val_loss: 0.0312032 | Time: 1901.17 ms
[2021-08-10 08:30:09 main:574] : INFO : Epoch 1725 | loss: 0.0310828 | val_loss: 0.0311797 | Time: 1757.73 ms
[2021-08-10 08:30:11 main:574] : INFO : Epoch 1726 | loss: 0.0310811 | val_loss: 0.0311834 | Time: 1876.5 ms
[2021-08-10 08:30:13 main:574] : INFO : Epoch 1727 | loss: 0.0310864 | val_loss: 0.0311857 | Time: 2061.24 ms
[2021-08-10 08:30:15 main:574] : INFO : Epoch 1728 | loss: 0.031084 | val_loss: 0.0311912 | Time: 1937.82 ms
[2021-08-10 08:30:17 main:574] : INFO : Epoch 1729 | loss: 0.0310817 | val_loss: 0.0311933 | Time: 1802.11 ms
[2021-08-10 08:30:19 main:574] : INFO : Epoch 1730 | loss: 0.031078 | val_loss: 0.0311876 | Time: 1808.62 ms
[2021-08-10 08:30:21 main:574] : INFO : Epoch 1731 | loss: 0.0310806 | val_loss: 0.0311894 | Time: 2057.97 ms
[2021-08-10 08:30:23 main:574] : INFO : Epoch 1732 | loss: 0.0310785 | val_loss: 0.0312001 | Time: 2006.01 ms
[2021-08-10 08:30:25 main:574] : INFO : Epoch 1733 | loss: 0.031082 | val_loss: 0.0311806 | Time: 1770.99 ms
[2021-08-10 08:30:27 main:574] : INFO : Epoch 1734 | loss: 0.0310872 | val_loss: 0.031204 | Time: 1747.84 ms
[2021-08-10 08:30:29 main:574] : INFO : Epoch 1735 | loss: 0.03108 | val_loss: 0.0311946 | Time: 2039.58 ms
[2021-08-10 08:30:31 main:574] : INFO : Epoch 1736 | loss: 0.0310859 | val_loss: 0.0311964 | Time: 1996.09 ms
[2021-08-10 08:30:32 main:574] : INFO : Epoch 1737 | loss: 0.0310977 | val_loss: 0.031177 | Time: 1783.72 ms
[2021-08-10 08:30:34 main:574] : INFO : Epoch 1738 | loss: 0.031089 | val_loss: 0.0311846 | Time: 1755.37 ms
[2021-08-10 08:30:36 main:574] : INFO : Epoch 1739 | loss: 0.0310994 | val_loss: 0.0311711 | Time: 2005.53 ms
[2021-08-10 08:30:38 main:574] : INFO : Epoch 1740 | loss: 0.0310926 | val_loss: 0.0311976 | Time: 1985.4 ms
[2021-08-10 08:30:40 main:574] : INFO : Epoch 1741 | loss: 0.0310781 | val_loss: 0.0311942 | Time: 1728.01 ms
[2021-08-10 08:30:42 main:574] : INFO : Epoch 1742 | loss: 0.0310793 | val_loss: 0.0311965 | Time: 1771.91 ms
[2021-08-10 08:30:44 main:574] : INFO : Epoch 1743 | loss: 0.03108 | val_loss: 0.0311944 | Time: 2022.22 ms
[2021-08-10 08:30:46 main:574] : INFO : Epoch 1744 | loss: 0.0310782 | val_loss: 0.0311882 | Time: 1977.1 ms
[2021-08-10 08:30:47 main:574] : INFO : Epoch 1745 | loss: 0.0310776 | val_loss: 0.031205 | Time: 1676.7 ms
[2021-08-10 08:30:49 main:574] : INFO : Epoch 1746 | loss: 0.0310734 | val_loss: 0.0311797 | Time: 1731.48 ms
[2021-08-10 08:30:51 main:574] : INFO : Epoch 1747 | loss: 0.0310763 | val_loss: 0.0311848 | Time: 2046.89 ms
[2021-08-10 08:30:53 main:574] : INFO : Epoch 1748 | loss: 0.0310761 | val_loss: 0.0311909 | Time: 1948.32 ms
[2021-08-10 08:30:55 main:574] : INFO : Epoch 1749 | loss: 0.0310787 | val_loss: 0.0311856 | Time: 1764.49 ms
[2021-08-10 08:30:57 main:574] : INFO : Epoch 1750 | loss: 0.031082 | val_loss: 0.0311804 | Time: 1770.65 ms
[2021-08-10 08:30:59 main:574] : INFO : Epoch 1751 | loss: 0.0310776 | val_loss: 0.0311896 | Time: 2076.04 ms
[2021-08-10 08:31:01 main:574] : INFO : Epoch 1752 | loss: 0.031076 | val_loss: 0.0311963 | Time: 2004.91 ms
[2021-08-10 08:31:03 main:574] : INFO : Epoch 1753 | loss: 0.0310758 | val_loss: 0.0312088 | Time: 1724.65 ms
[2021-08-10 08:31:04 main:574] : INFO : Epoch 1754 | loss: 0.031079 | val_loss: 0.0311876 | Time: 1734.45 ms
[2021-08-10 08:31:06 main:574] : INFO : Epoch 1755 | loss: 0.0310817 | val_loss: 0.0311918 | Time: 2054.93 ms
[2021-08-10 08:31:08 main:574] : INFO : Epoch 1756 | loss: 0.0310748 | val_loss: 0.0312004 | Time: 2044.51 ms
[2021-08-10 08:31:10 main:574] : INFO : Epoch 1757 | loss: 0.0310762 | val_loss: 0.0311882 | Time: 1815.01 ms
[2021-08-10 08:31:12 main:574] : INFO : Epoch 1758 | loss: 0.0310804 | val_loss: 0.0312071 | Time: 1740.55 ms
[2021-08-10 08:31:14 main:574] : INFO : Epoch 1759 | loss: 0.0310764 | val_loss: 0.031201 | Time: 1987.85 ms
[2021-08-10 08:31:16 main:574] : INFO : Epoch 1760 | loss: 0.0310746 | val_loss: 0.0311878 | Time: 2046.71 ms
[2021-08-10 08:31:18 main:574] : INFO : Epoch 1761 | loss: 0.0310806 | val_loss: 0.0311916 | Time: 1766.31 ms
[2021-08-10 08:31:20 main:574] : INFO : Epoch 1762 | loss: 0.0310811 | val_loss: 0.0311984 | Time: 1761.78 ms
[2021-08-10 08:31:22 main:574] : INFO : Epoch 1763 | loss: 0.0310821 | val_loss: 0.0311997 | Time: 2056.41 ms
[2021-08-10 08:31:24 main:574] : INFO : Epoch 1764 | loss: 0.0310834 | val_loss: 0.0311866 | Time: 2071.11 ms
[2021-08-10 08:31:26 main:574] : INFO : Epoch 1765 | loss: 0.0310863 | val_loss: 0.0311923 | Time: 1838.38 ms
[2021-08-10 08:31:27 main:574] : INFO : Epoch 1766 | loss: 0.0310851 | val_loss: 0.0311943 | Time: 1818.22 ms
[2021-08-10 08:31:29 main:574] : INFO : Epoch 1767 | loss: 0.031086 | val_loss: 0.0311925 | Time: 1866.39 ms
[2021-08-10 08:31:31 main:574] : INFO : Epoch 1768 | loss: 0.0310759 | val_loss: 0.0311996 | Time: 2051.87 ms
[2021-08-10 08:31:33 main:574] : INFO : Epoch 1769 | loss: 0.0310772 | val_loss: 0.0311988 | Time: 1881.06 ms
[2021-08-10 08:31:35 main:574] : INFO : Epoch 1770 | loss: 0.031079 | val_loss: 0.0311941 | Time: 1780.04 ms
[2021-08-10 08:31:37 main:574] : INFO : Epoch 1771 | loss: 0.0310801 | val_loss: 0.0311938 | Time: 1819.95 ms
[2021-08-10 08:31:39 main:574] : INFO : Epoch 1772 | loss: 0.0310837 | val_loss: 0.0311912 | Time: 2033.19 ms
[2021-08-10 08:31:41 main:574] : INFO : Epoch 1773 | loss: 0.0310817 | val_loss: 0.0311937 | Time: 1897.17 ms
[2021-08-10 08:31:43 main:574] : INFO : Epoch 1774 | loss: 0.0310789 | val_loss: 0.0311988 | Time: 1860.31 ms
[2021-08-10 08:31:45 main:574] : INFO : Epoch 1775 | loss: 0.0310745 | val_loss: 0.031192 | Time: 1803.09 ms
[2021-08-10 08:31:47 main:574] : INFO : Epoch 1776 | loss: 0.0310713 | val_loss: 0.0312134 | Time: 2048.13 ms
[2021-08-10 08:31:48 main:574] : INFO : Epoch 1777 | loss: 0.0310848 | val_loss: 0.0311939 | Time: 1920.17 ms
[2021-08-10 08:31:50 main:574] : INFO : Epoch 1778 | loss: 0.0310863 | val_loss: 0.0312013 | Time: 1858.83 ms
[2021-08-10 08:31:52 main:574] : INFO : Epoch 1779 | loss: 0.0310786 | val_loss: 0.0311913 | Time: 1735.91 ms
[2021-08-10 08:31:54 main:574] : INFO : Epoch 1780 | loss: 0.0310856 | val_loss: 0.0311798 | Time: 2045.09 ms
[2021-08-10 08:31:56 main:574] : INFO : Epoch 1781 | loss: 0.0310766 | val_loss: 0.0312041 | Time: 1963.63 ms
[2021-08-10 08:31:58 main:574] : INFO : Epoch 1782 | loss: 0.0310786 | val_loss: 0.0311915 | Time: 1799.64 ms
[2021-08-10 08:32:00 main:574] : INFO : Epoch 1783 | loss: 0.0310864 | val_loss: 0.0311846 | Time: 1785.94 ms
[2021-08-10 08:32:02 main:574] : INFO : Epoch 1784 | loss: 0.0310802 | val_loss: 0.0311801 | Time: 2003.54 ms
[2021-08-10 08:32:04 main:574] : INFO : Epoch 1785 | loss: 0.0310797 | val_loss: 0.0311953 | Time: 2039.67 ms
[2021-08-10 08:32:06 main:574] : INFO : Epoch 1786 | loss: 0.0310814 | val_loss: 0.0311845 | Time: 1727.59 ms
[2021-08-10 08:32:07 main:574] : INFO : Epoch 1787 | loss: 0.0310892 | val_loss: 0.0311859 | Time: 1783.4 ms
[2021-08-10 08:32:09 main:574] : INFO : Epoch 1788 | loss: 0.0310822 | val_loss: 0.0311944 | Time: 2013.58 ms
[2021-08-10 08:32:11 main:574] : INFO : Epoch 1789 | loss: 0.0310796 | val_loss: 0.0311778 | Time: 2065.28 ms
[2021-08-10 08:32:13 main:574] : INFO : Epoch 1790 | loss: 0.0310816 | val_loss: 0.031199 | Time: 1773.54 ms
[2021-08-10 08:32:15 main:574] : INFO : Epoch 1791 | loss: 0.0310861 | val_loss: 0.0311896 | Time: 1779.11 ms
[2021-08-10 08:32:17 main:574] : INFO : Epoch 1792 | loss: 0.0310828 | val_loss: 0.0311838 | Time: 1984.16 ms
[2021-08-10 08:32:19 main:574] : INFO : Epoch 1793 | loss: 0.031077 | val_loss: 0.0311805 | Time: 2061.76 ms
[2021-08-10 08:32:21 main:574] : INFO : Epoch 1794 | loss: 0.0310726 | val_loss: 0.0311977 | Time: 1772.01 ms
[2021-08-10 08:32:23 main:574] : INFO : Epoch 1795 | loss: 0.0310705 | val_loss: 0.0311944 | Time: 1668.02 ms
[2021-08-10 08:32:25 main:574] : INFO : Epoch 1796 | loss: 0.0310741 | val_loss: 0.0311831 | Time: 1994.29 ms
[2021-08-10 08:32:27 main:574] : INFO : Epoch 1797 | loss: 0.0310722 | val_loss: 0.0311973 | Time: 2071.51 ms
[2021-08-10 08:32:28 main:574] : INFO : Epoch 1798 | loss: 0.0310731 | val_loss: 0.0312061 | Time: 1752.43 ms
[2021-08-10 08:32:30 main:574] : INFO : Epoch 1799 | loss: 0.0310737 | val_loss: 0.031195 | Time: 1750.39 ms
[2021-08-10 08:32:32 main:574] : INFO : Epoch 1800 | loss: 0.0310752 | val_loss: 0.0311893 | Time: 1948.62 ms
[2021-08-10 08:32:34 main:574] : INFO : Epoch 1801 | loss: 0.0310751 | val_loss: 0.0311859 | Time: 2090.31 ms
[2021-08-10 08:32:36 main:574] : INFO : Epoch 1802 | loss: 0.0310689 | val_loss: 0.0311931 | Time: 1796.13 ms
[2021-08-10 08:32:38 main:574] : INFO : Epoch 1803 | loss: 0.0310714 | val_loss: 0.0311939 | Time: 1747.23 ms
[2021-08-10 08:32:40 main:574] : INFO : Epoch 1804 | loss: 0.0310769 | val_loss: 0.0311826 | Time: 1927.09 ms
[2021-08-10 08:32:42 main:574] : INFO : Epoch 1805 | loss: 0.0310757 | val_loss: 0.0312026 | Time: 2043.9 ms
[2021-08-10 08:32:44 main:574] : INFO : Epoch 1806 | loss: 0.0310704 | val_loss: 0.0311915 | Time: 1819.03 ms
[2021-08-10 08:32:45 main:574] : INFO : Epoch 1807 | loss: 0.0310764 | val_loss: 0.0311984 | Time: 1736 ms
[2021-08-10 08:32:47 main:574] : INFO : Epoch 1808 | loss: 0.0310844 | val_loss: 0.0311901 | Time: 1914.28 ms
[2021-08-10 08:32:49 main:574] : INFO : Epoch 1809 | loss: 0.0310815 | val_loss: 0.0311889 | Time: 2038.98 ms
[2021-08-10 08:32:51 main:574] : INFO : Epoch 1810 | loss: 0.0310722 | val_loss: 0.0311916 | Time: 1801.08 ms
[2021-08-10 08:32:53 main:574] : INFO : Epoch 1811 | loss: 0.0310758 | val_loss: 0.0311952 | Time: 1732.37 ms
[2021-08-10 08:32:55 main:574] : INFO : Epoch 1812 | loss: 0.0310749 | val_loss: 0.0311822 | Time: 1933.65 ms
[2021-08-10 08:32:57 main:574] : INFO : Epoch 1813 | loss: 0.0310749 | val_loss: 0.0311934 | Time: 2045.29 ms
[2021-08-10 08:32:59 main:574] : INFO : Epoch 1814 | loss: 0.0310799 | val_loss: 0.031199 | Time: 1800.12 ms
[2021-08-10 08:33:00 main:574] : INFO : Epoch 1815 | loss: 0.0310813 | val_loss: 0.0311942 | Time: 1730.16 ms
[2021-08-10 08:33:02 main:574] : INFO : Epoch 1816 | loss: 0.0310847 | val_loss: 0.0311985 | Time: 1909.21 ms
[2021-08-10 08:33:04 main:574] : INFO : Epoch 1817 | loss: 0.0310818 | val_loss: 0.0311963 | Time: 2071.2 ms
[2021-08-10 08:33:06 main:574] : INFO : Epoch 1818 | loss: 0.0310828 | val_loss: 0.0311943 | Time: 1778.57 ms
[2021-08-10 08:33:08 main:574] : INFO : Epoch 1819 | loss: 0.0310771 | val_loss: 0.0311951 | Time: 1909.62 ms
[2021-08-10 08:33:10 main:574] : INFO : Epoch 1820 | loss: 0.0310707 | val_loss: 0.0311959 | Time: 1893.66 ms
[2021-08-10 08:33:12 main:574] : INFO : Epoch 1821 | loss: 0.0310713 | val_loss: 0.0311968 | Time: 2023.41 ms
[2021-08-10 08:33:14 main:574] : INFO : Epoch 1822 | loss: 0.0310776 | val_loss: 0.031181 | Time: 1882.97 ms
[2021-08-10 08:33:16 main:574] : INFO : Epoch 1823 | loss: 0.0310804 | val_loss: 0.0311922 | Time: 1771.87 ms
[2021-08-10 08:33:17 main:574] : INFO : Epoch 1824 | loss: 0.0310784 | val_loss: 0.031175 | Time: 1827.67 ms
[2021-08-10 08:33:20 main:574] : INFO : Epoch 1825 | loss: 0.031076 | val_loss: 0.0311853 | Time: 2028.08 ms
[2021-08-10 08:33:21 main:574] : INFO : Epoch 1826 | loss: 0.031072 | val_loss: 0.031185 | Time: 1871.28 ms
[2021-08-10 08:33:23 main:574] : INFO : Epoch 1827 | loss: 0.0310712 | val_loss: 0.0311908 | Time: 1769.36 ms
[2021-08-10 08:33:25 main:574] : INFO : Epoch 1828 | loss: 0.0310734 | val_loss: 0.0311833 | Time: 1816.35 ms
[2021-08-10 08:33:27 main:574] : INFO : Epoch 1829 | loss: 0.0310728 | val_loss: 0.0311977 | Time: 2053.14 ms
[2021-08-10 08:33:29 main:574] : INFO : Epoch 1830 | loss: 0.0310749 | val_loss: 0.0311973 | Time: 1922.86 ms
[2021-08-10 08:33:31 main:574] : INFO : Epoch 1831 | loss: 0.0310746 | val_loss: 0.0311928 | Time: 1808.65 ms
[2021-08-10 08:33:33 main:574] : INFO : Epoch 1832 | loss: 0.0310768 | val_loss: 0.0311802 | Time: 1807.38 ms
[2021-08-10 08:33:35 main:574] : INFO : Epoch 1833 | loss: 0.0310876 | val_loss: 0.0311852 | Time: 2029.17 ms
[2021-08-10 08:33:37 main:574] : INFO : Epoch 1834 | loss: 0.0310808 | val_loss: 0.0311882 | Time: 1946.98 ms
[2021-08-10 08:33:38 main:574] : INFO : Epoch 1835 | loss: 0.0310723 | val_loss: 0.0311908 | Time: 1802.72 ms
[2021-08-10 08:33:40 main:574] : INFO : Epoch 1836 | loss: 0.0310735 | val_loss: 0.0311852 | Time: 1741.13 ms
[2021-08-10 08:33:42 main:574] : INFO : Epoch 1837 | loss: 0.0310702 | val_loss: 0.0312041 | Time: 2049.16 ms
[2021-08-10 08:33:44 main:574] : INFO : Epoch 1838 | loss: 0.0310716 | val_loss: 0.0311976 | Time: 1943 ms
[2021-08-10 08:33:46 main:574] : INFO : Epoch 1839 | loss: 0.0310812 | val_loss: 0.0311918 | Time: 1707.84 ms
[2021-08-10 08:33:48 main:574] : INFO : Epoch 1840 | loss: 0.0310791 | val_loss: 0.031192 | Time: 1780.33 ms
[2021-08-10 08:33:50 main:574] : INFO : Epoch 1841 | loss: 0.0310733 | val_loss: 0.0311918 | Time: 2051.81 ms
[2021-08-10 08:33:52 main:574] : INFO : Epoch 1842 | loss: 0.0310715 | val_loss: 0.031196 | Time: 1898.67 ms
[2021-08-10 08:33:53 main:574] : INFO : Epoch 1843 | loss: 0.0310711 | val_loss: 0.0311897 | Time: 1736.83 ms
[2021-08-10 08:33:55 main:574] : INFO : Epoch 1844 | loss: 0.0310766 | val_loss: 0.0311939 | Time: 1789.18 ms
[2021-08-10 08:33:57 main:574] : INFO : Epoch 1845 | loss: 0.0310814 | val_loss: 0.0311979 | Time: 2075.67 ms
[2021-08-10 08:33:59 main:574] : INFO : Epoch 1846 | loss: 0.0310724 | val_loss: 0.0312083 | Time: 1973.7 ms
[2021-08-10 08:34:01 main:574] : INFO : Epoch 1847 | loss: 0.0310742 | val_loss: 0.0311898 | Time: 1794.9 ms
[2021-08-10 08:34:03 main:574] : INFO : Epoch 1848 | loss: 0.0310718 | val_loss: 0.0311901 | Time: 1736.6 ms
[2021-08-10 08:34:05 main:574] : INFO : Epoch 1849 | loss: 0.0310744 | val_loss: 0.0312118 | Time: 1999.64 ms
[2021-08-10 08:34:07 main:574] : INFO : Epoch 1850 | loss: 0.0310697 | val_loss: 0.031206 | Time: 1948.96 ms
[2021-08-10 08:34:09 main:574] : INFO : Epoch 1851 | loss: 0.0310695 | val_loss: 0.031193 | Time: 1768.36 ms
[2021-08-10 08:34:10 main:574] : INFO : Epoch 1852 | loss: 0.0310742 | val_loss: 0.0311826 | Time: 1779.85 ms
[2021-08-10 08:34:12 main:574] : INFO : Epoch 1853 | loss: 0.0310717 | val_loss: 0.0312026 | Time: 2066.85 ms
[2021-08-10 08:34:14 main:574] : INFO : Epoch 1854 | loss: 0.0310677 | val_loss: 0.0312015 | Time: 1973.64 ms
[2021-08-10 08:34:16 main:574] : INFO : Epoch 1855 | loss: 0.0310625 | val_loss: 0.0311926 | Time: 1778.45 ms
[2021-08-10 08:34:18 main:574] : INFO : Epoch 1856 | loss: 0.0310703 | val_loss: 0.0311851 | Time: 1751.17 ms
[2021-08-10 08:34:20 main:574] : INFO : Epoch 1857 | loss: 0.0310681 | val_loss: 0.0312177 | Time: 2058.14 ms
[2021-08-10 08:34:22 main:574] : INFO : Epoch 1858 | loss: 0.0310706 | val_loss: 0.0311978 | Time: 1964.82 ms
[2021-08-10 08:34:24 main:574] : INFO : Epoch 1859 | loss: 0.0310666 | val_loss: 0.0312036 | Time: 1809.66 ms
[2021-08-10 08:34:26 main:574] : INFO : Epoch 1860 | loss: 0.0310752 | val_loss: 0.0311959 | Time: 1940.4 ms
[2021-08-10 08:34:28 main:574] : INFO : Epoch 1861 | loss: 0.0310793 | val_loss: 0.0311924 | Time: 1927.47 ms
[2021-08-10 08:34:30 main:574] : INFO : Epoch 1862 | loss: 0.0310732 | val_loss: 0.0311906 | Time: 2011.46 ms
[2021-08-10 08:34:32 main:574] : INFO : Epoch 1863 | loss: 0.0310874 | val_loss: 0.0311992 | Time: 1765.68 ms
[2021-08-10 08:34:33 main:574] : INFO : Epoch 1864 | loss: 0.0310808 | val_loss: 0.0311884 | Time: 1752.79 ms
[2021-08-10 08:34:35 main:574] : INFO : Epoch 1865 | loss: 0.0310761 | val_loss: 0.0311934 | Time: 1939.31 ms
[2021-08-10 08:34:37 main:574] : INFO : Epoch 1866 | loss: 0.0310751 | val_loss: 0.0311898 | Time: 2085.47 ms
[2021-08-10 08:34:39 main:574] : INFO : Epoch 1867 | loss: 0.0310744 | val_loss: 0.0311769 | Time: 1802.33 ms
[2021-08-10 08:34:41 main:574] : INFO : Epoch 1868 | loss: 0.0310712 | val_loss: 0.0312013 | Time: 1728.5 ms
[2021-08-10 08:34:43 main:574] : INFO : Epoch 1869 | loss: 0.0310725 | val_loss: 0.0312003 | Time: 1960.02 ms
[2021-08-10 08:34:45 main:574] : INFO : Epoch 1870 | loss: 0.031069 | val_loss: 0.0311994 | Time: 2052.87 ms
[2021-08-10 08:34:47 main:574] : INFO : Epoch 1871 | loss: 0.0310689 | val_loss: 0.0312008 | Time: 1787.02 ms
[2021-08-10 08:34:49 main:574] : INFO : Epoch 1872 | loss: 0.0310647 | val_loss: 0.0312017 | Time: 1833.37 ms
[2021-08-10 08:34:51 main:574] : INFO : Epoch 1873 | loss: 0.0310664 | val_loss: 0.0311883 | Time: 1918.16 ms
[2021-08-10 08:34:53 main:574] : INFO : Epoch 1874 | loss: 0.0310694 | val_loss: 0.0311943 | Time: 2053.4 ms
[2021-08-10 08:34:55 main:574] : INFO : Epoch 1875 | loss: 0.0310796 | val_loss: 0.0312017 | Time: 1956.1 ms
[2021-08-10 08:34:56 main:574] : INFO : Epoch 1876 | loss: 0.0310737 | val_loss: 0.0311973 | Time: 1733.85 ms
[2021-08-10 08:34:58 main:574] : INFO : Epoch 1877 | loss: 0.0310848 | val_loss: 0.0311863 | Time: 1843.53 ms
[2021-08-10 08:35:00 main:574] : INFO : Epoch 1878 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 2030.71 ms
[2021-08-10 08:35:02 main:574] : INFO : Epoch 1879 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 1924.88 ms
[2021-08-10 08:35:04 main:574] : INFO : Epoch 1880 | loss: 0.0311321 | val_loss: 0.0311608 | Time: 1774.9 ms
[2021-08-10 08:35:06 main:574] : INFO : Epoch 1881 | loss: 0.0311258 | val_loss: 0.0311625 | Time: 1782.01 ms
[2021-08-10 08:35:08 main:574] : INFO : Epoch 1882 | loss: 0.0311179 | val_loss: 0.0311638 | Time: 2050.7 ms
[2021-08-10 08:35:10 main:574] : INFO : Epoch 1883 | loss: 0.0311088 | val_loss: 0.03117 | Time: 1923.05 ms
[2021-08-10 08:35:11 main:574] : INFO : Epoch 1884 | loss: 0.0310992 | val_loss: 0.0311738 | Time: 1757.77 ms
[2021-08-10 08:35:13 main:574] : INFO : Epoch 1885 | loss: 0.0310958 | val_loss: 0.0311714 | Time: 1803.82 ms
[2021-08-10 08:35:15 main:574] : INFO : Epoch 1886 | loss: 0.0310894 | val_loss: 0.0311793 | Time: 2101.18 ms
[2021-08-10 08:35:17 main:574] : INFO : Epoch 1887 | loss: 0.0310887 | val_loss: 0.0311895 | Time: 1978.96 ms
[2021-08-10 08:35:19 main:574] : INFO : Epoch 1888 | loss: 0.031086 | val_loss: 0.0311906 | Time: 1719.04 ms
[2021-08-10 08:35:21 main:574] : INFO : Epoch 1889 | loss: 0.031083 | val_loss: 0.0311825 | Time: 1780.32 ms
[2021-08-10 08:35:23 main:574] : INFO : Epoch 1890 | loss: 0.0310796 | val_loss: 0.0312016 | Time: 2080.78 ms
[2021-08-10 08:35:25 main:574] : INFO : Epoch 1891 | loss: 0.031076 | val_loss: 0.0311913 | Time: 1962.91 ms
[2021-08-10 08:35:27 main:574] : INFO : Epoch 1892 | loss: 0.0310783 | val_loss: 0.0311846 | Time: 2193.68 ms
[2021-08-10 08:35:29 main:574] : INFO : Epoch 1893 | loss: 0.0310716 | val_loss: 0.0311861 | Time: 1722.91 ms
[2021-08-10 08:35:31 main:574] : INFO : Epoch 1894 | loss: 0.0310668 | val_loss: 0.0311968 | Time: 1877.95 ms
[2021-08-10 08:35:33 main:574] : INFO : Epoch 1895 | loss: 0.0310658 | val_loss: 0.0311875 | Time: 2065.77 ms
[2021-08-10 08:35:35 main:574] : INFO : Epoch 1896 | loss: 0.0310673 | val_loss: 0.0311917 | Time: 1888.68 ms
[2021-08-10 08:35:37 main:574] : INFO : Epoch 1897 | loss: 0.0310723 | val_loss: 0.0312024 | Time: 1744.63 ms
[2021-08-10 08:35:38 main:574] : INFO : Epoch 1898 | loss: 0.0310687 | val_loss: 0.031201 | Time: 1839.47 ms
[2021-08-10 08:35:40 main:574] : INFO : Epoch 1899 | loss: 0.0310651 | val_loss: 0.0312004 | Time: 2041.06 ms
[2021-08-10 08:35:42 main:574] : INFO : Epoch 1900 | loss: 0.031071 | val_loss: 0.0312045 | Time: 1876.36 ms
[2021-08-10 08:35:44 main:574] : INFO : Epoch 1901 | loss: 0.031072 | val_loss: 0.0311926 | Time: 1753.32 ms
[2021-08-10 08:35:46 main:574] : INFO : Epoch 1902 | loss: 0.0310732 | val_loss: 0.0311967 | Time: 1847.11 ms
[2021-08-10 08:35:48 main:574] : INFO : Epoch 1903 | loss: 0.0310687 | val_loss: 0.0311956 | Time: 2090.87 ms
[2021-08-10 08:35:50 main:574] : INFO : Epoch 1904 | loss: 0.0310658 | val_loss: 0.0311976 | Time: 1912.37 ms
[2021-08-10 08:35:52 main:574] : INFO : Epoch 1905 | loss: 0.0310641 | val_loss: 0.0311987 | Time: 1729.88 ms
[2021-08-10 08:35:54 main:574] : INFO : Epoch 1906 | loss: 0.0310683 | val_loss: 0.0311921 | Time: 1831.02 ms
[2021-08-10 08:35:56 main:574] : INFO : Epoch 1907 | loss: 0.0310696 | val_loss: 0.0312006 | Time: 2041.89 ms
[2021-08-10 08:35:57 main:574] : INFO : Epoch 1908 | loss: 0.0310618 | val_loss: 0.0312035 | Time: 1903.79 ms
[2021-08-10 08:35:59 main:574] : INFO : Epoch 1909 | loss: 0.0310664 | val_loss: 0.031186 | Time: 1801.98 ms
[2021-08-10 08:36:01 main:574] : INFO : Epoch 1910 | loss: 0.0310686 | val_loss: 0.0311967 | Time: 1819.32 ms
[2021-08-10 08:36:03 main:574] : INFO : Epoch 1911 | loss: 0.0310707 | val_loss: 0.031199 | Time: 2051.57 ms
[2021-08-10 08:36:05 main:574] : INFO : Epoch 1912 | loss: 0.0310737 | val_loss: 0.0311983 | Time: 1951.95 ms
[2021-08-10 08:36:07 main:574] : INFO : Epoch 1913 | loss: 0.0310779 | val_loss: 0.0312156 | Time: 1741.55 ms
[2021-08-10 08:36:09 main:574] : INFO : Epoch 1914 | loss: 0.0310742 | val_loss: 0.0311966 | Time: 1791.46 ms
[2021-08-10 08:36:11 main:574] : INFO : Epoch 1915 | loss: 0.0310676 | val_loss: 0.0312017 | Time: 2053.17 ms
[2021-08-10 08:36:13 main:574] : INFO : Epoch 1916 | loss: 0.0310677 | val_loss: 0.0311844 | Time: 1922.05 ms
[2021-08-10 08:36:14 main:574] : INFO : Epoch 1917 | loss: 0.0310706 | val_loss: 0.0311904 | Time: 1767.7 ms
[2021-08-10 08:36:16 main:574] : INFO : Epoch 1918 | loss: 0.0310673 | val_loss: 0.0311865 | Time: 1783.84 ms
[2021-08-10 08:36:18 main:574] : INFO : Epoch 1919 | loss: 0.0310693 | val_loss: 0.0311953 | Time: 2108.43 ms
[2021-08-10 08:36:20 main:574] : INFO : Epoch 1920 | loss: 0.0310695 | val_loss: 0.0312048 | Time: 2009.47 ms
[2021-08-10 08:36:22 main:574] : INFO : Epoch 1921 | loss: 0.0310683 | val_loss: 0.0311836 | Time: 1714.89 ms
[2021-08-10 08:36:24 main:574] : INFO : Epoch 1922 | loss: 0.0310621 | val_loss: 0.0312067 | Time: 1753.6 ms
[2021-08-10 08:36:26 main:574] : INFO : Epoch 1923 | loss: 0.0310673 | val_loss: 0.0312041 | Time: 2029.37 ms
[2021-08-10 08:36:28 main:574] : INFO : Epoch 1924 | loss: 0.031062 | val_loss: 0.0311974 | Time: 2142.46 ms
[2021-08-10 08:36:30 main:574] : INFO : Epoch 1925 | loss: 0.0310606 | val_loss: 0.0312198 | Time: 1767.58 ms
[2021-08-10 08:36:32 main:574] : INFO : Epoch 1926 | loss: 0.0310603 | val_loss: 0.0311891 | Time: 1813.61 ms
[2021-08-10 08:36:34 main:574] : INFO : Epoch 1927 | loss: 0.0310704 | val_loss: 0.0312236 | Time: 1939.39 ms
[2021-08-10 08:36:36 main:574] : INFO : Epoch 1928 | loss: 0.0310674 | val_loss: 0.0312107 | Time: 2068.34 ms
[2021-08-10 08:36:37 main:574] : INFO : Epoch 1929 | loss: 0.0310578 | val_loss: 0.0312043 | Time: 1801.23 ms
[2021-08-10 08:36:39 main:574] : INFO : Epoch 1930 | loss: 0.0310589 | val_loss: 0.0311956 | Time: 1822.65 ms
[2021-08-10 08:36:41 main:574] : INFO : Epoch 1931 | loss: 0.0310641 | val_loss: 0.0311997 | Time: 1923.86 ms
[2021-08-10 08:36:43 main:574] : INFO : Epoch 1932 | loss: 0.0310719 | val_loss: 0.0312072 | Time: 2042.45 ms
[2021-08-10 08:36:45 main:574] : INFO : Epoch 1933 | loss: 0.0310652 | val_loss: 0.0311974 | Time: 1889.63 ms
[2021-08-10 08:36:47 main:574] : INFO : Epoch 1934 | loss: 0.0310693 | val_loss: 0.0312001 | Time: 1712.27 ms
[2021-08-10 08:36:49 main:574] : INFO : Epoch 1935 | loss: 0.0310734 | val_loss: 0.0312544 | Time: 1901.48 ms
[2021-08-10 08:36:51 main:574] : INFO : Epoch 1936 | loss: 0.0312347 | val_loss: 0.0312348 | Time: 2045.76 ms
[2021-08-10 08:36:53 main:574] : INFO : Epoch 1937 | loss: 0.0312158 | val_loss: 0.0311976 | Time: 1836.07 ms
[2021-08-10 08:36:55 main:574] : INFO : Epoch 1938 | loss: 0.031184 | val_loss: 0.0311816 | Time: 1789.68 ms
[2021-08-10 08:36:56 main:574] : INFO : Epoch 1939 | loss: 0.031178 | val_loss: 0.0311836 | Time: 1870.1 ms
[2021-08-10 08:36:58 main:574] : INFO : Epoch 1940 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 2020.54 ms
[2021-08-10 08:37:00 main:574] : INFO : Epoch 1941 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 1922.23 ms
[2021-08-10 08:37:02 main:574] : INFO : Epoch 1942 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 1746.2 ms
[2021-08-10 08:37:04 main:574] : INFO : Epoch 1943 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 1817.35 ms
[2021-08-10 08:37:06 main:574] : INFO : Epoch 1944 | loss: 0.0311538 | val_loss: 0.031167 | Time: 2049.43 ms
[2021-08-10 08:37:08 main:574] : INFO : Epoch 1945 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 1873.4 ms
[2021-08-10 08:37:10 main:574] : INFO : Epoch 1946 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 1791.45 ms
[2021-08-10 08:37:12 main:574] : INFO : Epoch 1947 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1861.03 ms
[2021-08-10 08:37:14 main:574] : INFO : Epoch 1948 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 2061.88 ms
[2021-08-10 08:37:16 main:574] : INFO : Epoch 1949 | loss: 0.0311449 | val_loss: 0.0311625 | Time: 1896.3 ms
[2021-08-10 08:37:17 main:574] : INFO : Epoch 1950 | loss: 0.0311426 | val_loss: 0.031162 | Time: 1714.25 ms
[2021-08-10 08:37:19 main:574] : INFO : Epoch 1951 | loss: 0.0311432 | val_loss: 0.0311628 | Time: 1862.3 ms
[2021-08-10 08:37:21 main:574] : INFO : Epoch 1952 | loss: 0.031141 | val_loss: 0.0311621 | Time: 2080.67 ms
[2021-08-10 08:37:23 main:574] : INFO : Epoch 1953 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1968.75 ms
[2021-08-10 08:37:25 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.0311647 | Time: 1728.43 ms
[2021-08-10 08:37:27 main:574] : INFO : Epoch 1955 | loss: 0.0311381 | val_loss: 0.0311617 | Time: 1768.14 ms
[2021-08-10 08:37:29 main:574] : INFO : Epoch 1956 | loss: 0.0311399 | val_loss: 0.0311704 | Time: 2105.09 ms
[2021-08-10 08:37:31 main:574] : INFO : Epoch 1957 | loss: 0.0311429 | val_loss: 0.0311647 | Time: 2034.11 ms
[2021-08-10 08:37:33 main:574] : INFO : Epoch 1958 | loss: 0.0311373 | val_loss: 0.0311645 | Time: 1847.91 ms
[2021-08-10 08:37:34 main:574] : INFO : Epoch 1959 | loss: 0.0311349 | val_loss: 0.0311622 | Time: 1708.7 ms
[2021-08-10 08:37:47 main:574] : INFO : Epoch 1960 | loss: 0.0311346 | val_loss: 0.0311631 | Time: 12091.9 ms
[2021-08-10 08:37:49 main:574] : INFO : Epoch 1961 | loss: 0.0311343 | val_loss: 0.0311607 | Time: 2061.99 ms
[2021-08-10 08:37:50 main:574] : INFO : Epoch 1962 | loss: 0.031134 | val_loss: 0.0311663 | Time: 1772.56 ms
[2021-08-10 08:37:52 main:574] : INFO : Epoch 1963 | loss: 0.0311326 | val_loss: 0.03116 | Time: 1816.11 ms
[2021-08-10 08:37:54 main:574] : INFO : Epoch 1964 | loss: 0.0311317 | val_loss: 0.0311624 | Time: 1901.41 ms
[2021-08-10 08:37:56 main:574] : INFO : Epoch 1965 | loss: 0.0311304 | val_loss: 0.031165 | Time: 2026.5 ms
[2021-08-10 08:37:58 main:574] : INFO : Epoch 1966 | loss: 0.031131 | val_loss: 0.0311638 | Time: 1804.17 ms
[2021-08-10 08:38:00 main:574] : INFO : Epoch 1967 | loss: 0.03113 | val_loss: 0.031165 | Time: 1796.61 ms
[2021-08-10 08:38:02 main:574] : INFO : Epoch 1968 | loss: 0.0311299 | val_loss: 0.0311649 | Time: 1879.13 ms
[2021-08-10 08:38:04 main:574] : INFO : Epoch 1969 | loss: 0.0311299 | val_loss: 0.0311673 | Time: 2032.78 ms
[2021-08-10 08:38:06 main:574] : INFO : Epoch 1970 | loss: 0.0311284 | val_loss: 0.0311633 | Time: 1804.62 ms
[2021-08-10 08:38:07 main:574] : INFO : Epoch 1971 | loss: 0.0311294 | val_loss: 0.0311701 | Time: 1791.87 ms
[2021-08-10 08:38:09 main:574] : INFO : Epoch 1972 | loss: 0.0311297 | val_loss: 0.0311635 | Time: 1904.25 ms
[2021-08-10 08:38:11 main:574] : INFO : Epoch 1973 | loss: 0.0311287 | val_loss: 0.0311693 | Time: 2057.65 ms
[2021-08-10 08:38:13 main:574] : INFO : Epoch 1974 | loss: 0.0311284 | val_loss: 0.031164 | Time: 1802.73 ms
[2021-08-10 08:38:15 main:574] : INFO : Epoch 1975 | loss: 0.0311281 | val_loss: 0.0311605 | Time: 1790.87 ms
[2021-08-10 08:38:17 main:574] : INFO : Epoch 1976 | loss: 0.0311388 | val_loss: 0.0311668 | Time: 1884.06 ms
[2021-08-10 08:38:19 main:574] : INFO : Epoch 1977 | loss: 0.0311353 | val_loss: 0.0311633 | Time: 2052.49 ms
[2021-08-10 08:38:21 main:574] : INFO : Epoch 1978 | loss: 0.0311344 | val_loss: 0.0311608 | Time: 1811.63 ms
[2021-08-10 08:38:22 main:574] : INFO : Epoch 1979 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 1760.7 ms
[2021-08-10 08:38:24 main:574] : INFO : Epoch 1980 | loss: 0.0311289 | val_loss: 0.0311624 | Time: 1901.36 ms
[2021-08-10 08:38:26 main:574] : INFO : Epoch 1981 | loss: 0.0311274 | val_loss: 0.0311602 | Time: 2022.93 ms
[2021-08-10 08:38:28 main:574] : INFO : Epoch 1982 | loss: 0.031127 | val_loss: 0.0311629 | Time: 1886.28 ms
[2021-08-10 08:38:30 main:574] : INFO : Epoch 1983 | loss: 0.031125 | val_loss: 0.0311626 | Time: 1682.54 ms
[2021-08-10 08:38:32 main:574] : INFO : Epoch 1984 | loss: 0.0311245 | val_loss: 0.0311673 | Time: 1902.77 ms
[2021-08-10 08:38:34 main:574] : INFO : Epoch 1985 | loss: 0.0311251 | val_loss: 0.0311694 | Time: 2050.26 ms
[2021-08-10 08:38:36 main:574] : INFO : Epoch 1986 | loss: 0.0311228 | val_loss: 0.0311659 | Time: 1803.06 ms
[2021-08-10 08:38:38 main:574] : INFO : Epoch 1987 | loss: 0.031124 | val_loss: 0.0311691 | Time: 1803.34 ms
[2021-08-10 08:38:39 main:574] : INFO : Epoch 1988 | loss: 0.0311262 | val_loss: 0.0311645 | Time: 1899.98 ms
[2021-08-10 08:38:42 main:574] : INFO : Epoch 1989 | loss: 0.0311243 | val_loss: 0.0311685 | Time: 2051.97 ms
[2021-08-10 08:38:43 main:574] : INFO : Epoch 1990 | loss: 0.0311221 | val_loss: 0.031167 | Time: 1816.81 ms
[2021-08-10 08:38:45 main:574] : INFO : Epoch 1991 | loss: 0.0311232 | val_loss: 0.0311687 | Time: 1772.12 ms
[2021-08-10 08:38:47 main:574] : INFO : Epoch 1992 | loss: 0.0311217 | val_loss: 0.0311658 | Time: 1883.49 ms
[2021-08-10 08:38:49 main:574] : INFO : Epoch 1993 | loss: 0.0311201 | val_loss: 0.0311656 | Time: 2092.75 ms
[2021-08-10 08:38:51 main:574] : INFO : Epoch 1994 | loss: 0.0311224 | val_loss: 0.0311632 | Time: 1889.09 ms
[2021-08-10 08:38:53 main:574] : INFO : Epoch 1995 | loss: 0.0311223 | val_loss: 0.0311704 | Time: 1817.1 ms
[2021-08-10 08:38:55 main:574] : INFO : Epoch 1996 | loss: 0.0311231 | val_loss: 0.031166 | Time: 1830.43 ms
[2021-08-10 08:38:57 main:574] : INFO : Epoch 1997 | loss: 0.0311239 | val_loss: 0.0311675 | Time: 2045.89 ms
[2021-08-10 08:38:59 main:574] : INFO : Epoch 1998 | loss: 0.0311211 | val_loss: 0.0311655 | Time: 1929.62 ms
[2021-08-10 08:39:00 main:574] : INFO : Epoch 1999 | loss: 0.0311235 | val_loss: 0.0311678 | Time: 1748.88 ms
[2021-08-10 08:39:02 main:574] : INFO : Epoch 2000 | loss: 0.0311223 | val_loss: 0.031169 | Time: 1814.26 ms
[2021-08-10 08:39:04 main:574] : INFO : Epoch 2001 | loss: 0.0311221 | val_loss: 0.0311742 | Time: 2040.41 ms
[2021-08-10 08:39:06 main:574] : INFO : Epoch 2002 | loss: 0.0311235 | val_loss: 0.0311769 | Time: 1912.67 ms
[2021-08-10 08:39:08 main:574] : INFO : Epoch 2003 | loss: 0.0311245 | val_loss: 0.0311763 | Time: 1747.75 ms
[2021-08-10 08:39:10 main:574] : INFO : Epoch 2004 | loss: 0.0311193 | val_loss: 0.0311652 | Time: 1835.08 ms
[2021-08-10 08:39:12 main:574] : INFO : Epoch 2005 | loss: 0.0311201 | val_loss: 0.0311625 | Time: 2086 ms
[2021-08-10 08:39:14 main:574] : INFO : Epoch 2006 | loss: 0.0311194 | val_loss: 0.0311622 | Time: 1917.51 ms
[2021-08-10 08:39:16 main:574] : INFO : Epoch 2007 | loss: 0.0311192 | val_loss: 0.031166 | Time: 1779.11 ms
[2021-08-10 08:39:17 main:574] : INFO : Epoch 2008 | loss: 0.0311179 | val_loss: 0.0311643 | Time: 1797.27 ms
[2021-08-10 08:39:19 main:574] : INFO : Epoch 2009 | loss: 0.0311182 | val_loss: 0.0311619 | Time: 2027.55 ms
[2021-08-10 08:39:21 main:574] : INFO : Epoch 2010 | loss: 0.0311232 | val_loss: 0.0311608 | Time: 1943.55 ms
[2021-08-10 08:39:23 main:574] : INFO : Epoch 2011 | loss: 0.0311185 | val_loss: 0.0311638 | Time: 1776.73 ms
[2021-08-10 08:39:25 main:574] : INFO : Epoch 2012 | loss: 0.0311198 | val_loss: 0.0311619 | Time: 1778.4 ms
[2021-08-10 08:39:27 main:574] : INFO : Epoch 2013 | loss: 0.0311182 | val_loss: 0.0311634 | Time: 2056.96 ms
[2021-08-10 08:39:29 main:574] : INFO : Epoch 2014 | loss: 0.0311227 | val_loss: 0.0311642 | Time: 1978.95 ms
[2021-08-10 08:39:31 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.031168 | Time: 1733.35 ms
[2021-08-10 08:39:33 main:574] : INFO : Epoch 2016 | loss: 0.0311237 | val_loss: 0.0311601 | Time: 1747.27 ms
[2021-08-10 08:39:35 main:574] : INFO : Epoch 2017 | loss: 0.0311235 | val_loss: 0.0311641 | Time: 2051.92 ms
[2021-08-10 08:39:37 main:574] : INFO : Epoch 2018 | loss: 0.03112 | val_loss: 0.0311636 | Time: 1963.77 ms
[2021-08-10 08:39:38 main:574] : INFO : Epoch 2019 | loss: 0.0311184 | val_loss: 0.0311644 | Time: 1727.98 ms
[2021-08-10 08:39:40 main:574] : INFO : Epoch 2020 | loss: 0.0311207 | val_loss: 0.0311687 | Time: 1782.5 ms
[2021-08-10 08:39:42 main:574] : INFO : Epoch 2021 | loss: 0.0311173 | val_loss: 0.0311692 | Time: 2028.44 ms
[2021-08-10 08:39:44 main:574] : INFO : Epoch 2022 | loss: 0.031118 | val_loss: 0.0311782 | Time: 1909.92 ms
[2021-08-10 08:39:46 main:574] : INFO : Epoch 2023 | loss: 0.0311214 | val_loss: 0.0311669 | Time: 1766.07 ms
[2021-08-10 08:39:48 main:574] : INFO : Epoch 2024 | loss: 0.0311149 | val_loss: 0.0311663 | Time: 1965.61 ms
[2021-08-10 08:39:50 main:574] : INFO : Epoch 2025 | loss: 0.0311142 | val_loss: 0.0311676 | Time: 2024.85 ms
[2021-08-10 08:39:52 main:574] : INFO : Epoch 2026 | loss: 0.0311151 | val_loss: 0.0311712 | Time: 2047.35 ms
[2021-08-10 08:39:54 main:574] : INFO : Epoch 2027 | loss: 0.0311152 | val_loss: 0.0311694 | Time: 1740.49 ms
[2021-08-10 08:39:55 main:574] : INFO : Epoch 2028 | loss: 0.0311133 | val_loss: 0.0311673 | Time: 1734.77 ms
[2021-08-10 08:39:57 main:574] : INFO : Epoch 2029 | loss: 0.0311129 | val_loss: 0.03117 | Time: 2015.21 ms
[2021-08-10 08:40:00 main:574] : INFO : Epoch 2030 | loss: 0.031117 | val_loss: 0.0311642 | Time: 2048.78 ms
[2021-08-10 08:40:01 main:574] : INFO : Epoch 2031 | loss: 0.0311138 | val_loss: 0.0311693 | Time: 1756.14 ms
[2021-08-10 08:40:03 main:574] : INFO : Epoch 2032 | loss: 0.0311192 | val_loss: 0.0311647 | Time: 1685.59 ms
[2021-08-10 08:40:05 main:574] : INFO : Epoch 2033 | loss: 0.0311227 | val_loss: 0.0311635 | Time: 1980.01 ms
[2021-08-10 08:40:07 main:574] : INFO : Epoch 2034 | loss: 0.0311222 | val_loss: 0.0311678 | Time: 2072.74 ms
[2021-08-10 08:40:09 main:574] : INFO : Epoch 2035 | loss: 0.0311163 | val_loss: 0.0311691 | Time: 1736.93 ms
[2021-08-10 08:40:11 main:574] : INFO : Epoch 2036 | loss: 0.0311154 | val_loss: 0.0311701 | Time: 1703.39 ms
[2021-08-10 08:40:13 main:574] : INFO : Epoch 2037 | loss: 0.0311189 | val_loss: 0.0311761 | Time: 2038.33 ms
[2021-08-10 08:40:15 main:574] : INFO : Epoch 2038 | loss: 0.0311157 | val_loss: 0.0311762 | Time: 2060.68 ms
[2021-08-10 08:40:16 main:574] : INFO : Epoch 2039 | loss: 0.031117 | val_loss: 0.03118 | Time: 1774.5 ms
[2021-08-10 08:40:18 main:574] : INFO : Epoch 2040 | loss: 0.0311194 | val_loss: 0.0311686 | Time: 1722.5 ms
[2021-08-10 08:40:20 main:574] : INFO : Epoch 2041 | loss: 0.0311145 | val_loss: 0.0311629 | Time: 1972.34 ms
[2021-08-10 08:40:22 main:574] : INFO : Epoch 2042 | loss: 0.0311124 | val_loss: 0.0311664 | Time: 2078.74 ms
[2021-08-10 08:40:24 main:574] : INFO : Epoch 2043 | loss: 0.0311136 | val_loss: 0.0311646 | Time: 2260.9 ms
[2021-08-10 08:40:26 main:574] : INFO : Epoch 2044 | loss: 0.0311151 | val_loss: 0.0311677 | Time: 1830.25 ms
[2021-08-10 08:40:28 main:574] : INFO : Epoch 2045 | loss: 0.0311146 | val_loss: 0.0311648 | Time: 2019.52 ms
[2021-08-10 08:40:30 main:574] : INFO : Epoch 2046 | loss: 0.0311118 | val_loss: 0.0311723 | Time: 1890.59 ms
[2021-08-10 08:40:32 main:574] : INFO : Epoch 2047 | loss: 0.0311125 | val_loss: 0.0311681 | Time: 2061.7 ms
[2021-08-10 08:40:34 main:574] : INFO : Epoch 2048 | loss: 0.0311126 | val_loss: 0.0311651 | Time: 1891.93 ms
[2021-08-10 08:40:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311651
[2021-08-10 08:40:34 main:603] : INFO : Saving end state to config to file
[2021-08-10 08:40:34 main:608] : INFO : Success, exiting..
08:40:34 (123856): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)