Task 4193474
| Name | ParityModified-1613186441-20225-1_0 |
| Workunit | 2289168 |
| Created | 27 Feb 2021, 12:01:10 UTC |
| Sent | 9 Mar 2021, 4:12:03 UTC |
| Report deadline | 16 Mar 2021, 4:12:03 UTC |
| Received | 9 Mar 2021, 6:09:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 10 sec |
| CPU time | 58 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310405 | val_loss: 0.0310937 | Time: 1790.76 ms [2021-03-09 06:50:26 main:574] : INFO : Epoch 1543 | loss: 0.0310254 | val_loss: 0.0310825 | Time: 1761.75 ms [2021-03-09 06:50:27 main:574] : INFO : Epoch 1544 | loss: 0.0310229 | val_loss: 0.0310889 | Time: 1806.12 ms [2021-03-09 06:50:29 main:574] : INFO : Epoch 1545 | loss: 0.0310199 | val_loss: 0.0310955 | Time: 1732.1 ms [2021-03-09 06:50:31 main:574] : INFO : Epoch 1546 | loss: 0.0310172 | val_loss: 0.0310868 | Time: 1458.69 ms [2021-03-09 06:50:32 main:574] : INFO : Epoch 1547 | loss: 0.0310144 | val_loss: 0.0310993 | Time: 1572.05 ms [2021-03-09 06:50:34 main:574] : INFO : Epoch 1548 | loss: 0.0310228 | val_loss: 0.0310997 | Time: 1782.28 ms [2021-03-09 06:50:36 main:574] : INFO : Epoch 1549 | loss: 0.0310167 | val_loss: 0.0310884 | Time: 1764.07 ms [2021-03-09 06:50:38 main:574] : INFO : Epoch 1550 | loss: 0.0310161 | val_loss: 0.0310926 | Time: 1781.02 ms [2021-03-09 06:50:39 main:574] : INFO : Epoch 1551 | loss: 0.0310152 | val_loss: 0.0310924 | Time: 1763.78 ms [2021-03-09 06:50:41 main:574] : INFO : Epoch 1552 | loss: 0.0310241 | val_loss: 0.0310964 | Time: 1451.92 ms [2021-03-09 06:50:43 main:574] : INFO : Epoch 1553 | loss: 0.0310337 | val_loss: 0.0311048 | Time: 1747.24 ms [2021-03-09 06:50:44 main:574] : INFO : Epoch 1554 | loss: 0.0310256 | val_loss: 0.0310797 | Time: 1798.42 ms [2021-03-09 06:50:46 main:574] : INFO : Epoch 1555 | loss: 0.0310238 | val_loss: 0.0310795 | Time: 1813.07 ms [2021-03-09 06:50:48 main:574] : INFO : Epoch 1556 | loss: 0.0310224 | val_loss: 0.0310837 | Time: 1758.12 ms [2021-03-09 06:50:50 main:574] : INFO : Epoch 1557 | loss: 0.031056 | val_loss: 0.0311015 | Time: 1698.49 ms [2021-03-09 06:50:51 main:574] : INFO : Epoch 1558 | loss: 0.0310715 | val_loss: 0.0310944 | Time: 1427.14 ms [2021-03-09 06:50:53 main:574] : INFO : Epoch 1559 | loss: 0.0310525 | val_loss: 0.0310915 | Time: 1796.4 ms [2021-03-09 06:50:55 main:574] : INFO : Epoch 1560 | loss: 0.0310435 | val_loss: 0.0310893 | Time: 1762.34 ms [2021-03-09 06:50:57 main:574] : INFO : Epoch 1561 | loss: 0.0310373 | val_loss: 0.0310868 | Time: 1791.25 ms [2021-03-09 06:50:58 main:574] : INFO : Epoch 1562 | loss: 0.0310372 | val_loss: 0.0310826 | Time: 1733.95 ms [2021-03-09 06:51:00 main:574] : INFO : Epoch 1563 | loss: 0.0310343 | val_loss: 0.0310869 | Time: 1711.86 ms [2021-03-09 06:51:01 main:574] : INFO : Epoch 1564 | loss: 0.0310342 | val_loss: 0.0310909 | Time: 1452.57 ms [2021-03-09 06:51:03 main:574] : INFO : Epoch 1565 | loss: 0.0310435 | val_loss: 0.0310843 | Time: 1816.45 ms [2021-03-09 06:51:05 main:574] : INFO : Epoch 1566 | loss: 0.0310326 | val_loss: 0.0310815 | Time: 1732.36 ms [2021-03-09 06:51:07 main:574] : INFO : Epoch 1567 | loss: 0.0310284 | val_loss: 0.0311027 | Time: 1833.42 ms [2021-03-09 06:51:09 main:574] : INFO : Epoch 1568 | loss: 0.031028 | val_loss: 0.0311056 | Time: 1735.86 ms [2021-03-09 06:51:10 main:574] : INFO : Epoch 1569 | loss: 0.0310284 | val_loss: 0.0310868 | Time: 1607.88 ms [2021-03-09 06:51:12 main:574] : INFO : Epoch 1570 | loss: 0.0310314 | val_loss: 0.0310886 | Time: 1527.61 ms [2021-03-09 06:51:14 main:574] : INFO : Epoch 1571 | loss: 0.0310224 | val_loss: 0.0310795 | Time: 1810.3 ms [2021-03-09 06:51:15 main:574] : INFO : Epoch 1572 | loss: 0.0310187 | val_loss: 0.0310865 | Time: 1799.91 ms [2021-03-09 06:51:17 main:574] : INFO : Epoch 1573 | loss: 0.031015 | val_loss: 0.0310927 | Time: 1784.31 ms [2021-03-09 06:51:19 main:574] : INFO : Epoch 1574 | loss: 0.0310157 | val_loss: 0.0310831 | Time: 1783.5 ms [2021-03-09 06:51:21 main:574] : INFO : Epoch 1575 | loss: 0.0310125 | val_loss: 0.031086 | Time: 1576.02 ms [2021-03-09 06:51:22 main:574] : INFO : Epoch 1576 | loss: 0.0310155 | val_loss: 0.0310824 | Time: 1603.66 ms [2021-03-09 06:51:24 main:574] : INFO : Epoch 1577 | loss: 0.0310125 | val_loss: 0.031083 | Time: 1807.65 ms [2021-03-09 06:51:26 main:574] : INFO : Epoch 1578 | loss: 0.0310164 | val_loss: 0.0310856 | Time: 1772.79 ms [2021-03-09 06:51:28 main:574] : INFO : Epoch 1579 | loss: 0.0310236 | val_loss: 0.0310809 | Time: 1823.27 ms [2021-03-09 06:51:29 main:574] : INFO : Epoch 1580 | loss: 0.0310189 | val_loss: 0.0310782 | Time: 1771.41 ms [2021-03-09 06:51:31 main:574] : INFO : Epoch 1581 | loss: 0.0310145 | val_loss: 0.031094 | Time: 1460.96 ms [2021-03-09 06:51:33 main:574] : INFO : Epoch 1582 | loss: 0.0310114 | val_loss: 0.0310837 | Time: 1672.99 ms [2021-03-09 06:51:34 main:574] : INFO : Epoch 1583 | loss: 0.0310133 | val_loss: 0.0310791 | Time: 1795.68 ms [2021-03-09 06:51:36 main:574] : INFO : Epoch 1584 | loss: 0.0310138 | val_loss: 0.0310849 | Time: 1793.22 ms [2021-03-09 06:51:38 main:574] : INFO : Epoch 1585 | loss: 0.0310573 | val_loss: 0.0310887 | Time: 1824.95 ms [2021-03-09 06:51:40 main:574] : INFO : Epoch 1586 | loss: 0.0310563 | val_loss: 0.0310874 | Time: 1793.81 ms [2021-03-09 06:51:41 main:574] : INFO : Epoch 1587 | loss: 0.0310416 | val_loss: 0.0310801 | Time: 1438.71 ms [2021-03-09 06:51:43 main:574] : INFO : Epoch 1588 | loss: 0.0310338 | val_loss: 0.0310788 | Time: 1794.71 ms [2021-03-09 06:51:45 main:574] : INFO : Epoch 1589 | loss: 0.0310267 | val_loss: 0.0310808 | Time: 1810.15 ms [2021-03-09 06:51:47 main:574] : INFO : Epoch 1590 | loss: 0.0310184 | val_loss: 0.031077 | Time: 1794.46 ms [2021-03-09 06:51:48 main:574] : INFO : Epoch 1591 | loss: 0.0310191 | val_loss: 0.031076 | Time: 1803.08 ms [2021-03-09 06:51:50 main:574] : INFO : Epoch 1592 | loss: 0.0310135 | val_loss: 0.0310795 | Time: 1697.49 ms [2021-03-09 06:51:52 main:574] : INFO : Epoch 1593 | loss: 0.0310121 | val_loss: 0.0310859 | Time: 1508.78 ms [2021-03-09 06:51:54 main:574] : INFO : Epoch 1594 | loss: 0.0310135 | val_loss: 0.0310856 | Time: 1847.88 ms [2021-03-09 06:51:55 main:574] : INFO : Epoch 1595 | loss: 0.0310131 | val_loss: 0.0310894 | Time: 1746.11 ms [2021-03-09 06:51:57 main:574] : INFO : Epoch 1596 | loss: 0.0310324 | val_loss: 0.0310807 | Time: 1846.89 ms [2021-03-09 06:51:59 main:574] : INFO : Epoch 1597 | loss: 0.0310271 | val_loss: 0.0310822 | Time: 1750.83 ms [2021-03-09 06:52:01 main:574] : INFO : Epoch 1598 | loss: 0.0310215 | val_loss: 0.031082 | Time: 1541.68 ms [2021-03-09 06:52:02 main:574] : INFO : Epoch 1599 | loss: 0.0310166 | val_loss: 0.031082 | Time: 1522.69 ms [2021-03-09 06:52:04 main:574] : INFO : Epoch 1600 | loss: 0.0310091 | val_loss: 0.0310886 | Time: 1817.03 ms [2021-03-09 06:52:06 main:574] : INFO : Epoch 1601 | loss: 0.0310294 | val_loss: 0.0310803 | Time: 1708.12 ms [2021-03-09 06:52:07 main:574] : INFO : Epoch 1602 | loss: 0.0310252 | val_loss: 0.0310818 | Time: 1740.03 ms [2021-03-09 06:52:09 main:574] : INFO : Epoch 1603 | loss: 0.0310214 | val_loss: 0.031084 | Time: 1827.41 ms [2021-03-09 06:52:11 main:574] : INFO : Epoch 1604 | loss: 0.0310154 | val_loss: 0.0310808 | Time: 1576.74 ms [2021-03-09 06:52:12 main:574] : INFO : Epoch 1605 | loss: 0.0310173 | val_loss: 0.0310841 | Time: 1639.52 ms [2021-03-09 06:52:14 main:574] : INFO : Epoch 1606 | loss: 0.0310146 | val_loss: 0.0310731 | Time: 1735.19 ms [2021-03-09 06:52:16 main:574] : INFO : Epoch 1607 | loss: 0.0310086 | val_loss: 0.0310783 | Time: 1851.3 ms [2021-03-09 06:52:18 main:574] : INFO : Epoch 1608 | loss: 0.031006 | val_loss: 0.0310895 | Time: 1754.79 ms [2021-03-09 06:52:20 main:574] : INFO : Epoch 1609 | loss: 0.0310089 | val_loss: 0.0310719 | Time: 1825.03 ms [2021-03-09 06:52:21 main:574] : INFO : Epoch 1610 | loss: 0.0310121 | val_loss: 0.0310823 | Time: 1449.56 ms [2021-03-09 06:52:23 main:574] : INFO : Epoch 1611 | loss: 0.0310153 | val_loss: 0.0310784 | Time: 1685.05 ms [2021-03-09 06:52:24 main:574] : INFO : Epoch 1612 | loss: 0.0310073 | val_loss: 0.0310771 | Time: 1694.2 ms [2021-03-09 06:52:26 main:574] : INFO : Epoch 1613 | loss: 0.0310123 | val_loss: 0.0310696 | Time: 1758.81 ms [2021-03-09 06:52:28 main:574] : INFO : Epoch 1614 | loss: 0.0310097 | val_loss: 0.0310809 | Time: 1715.19 ms [2021-03-09 06:52:30 main:574] : INFO : Epoch 1615 | loss: 0.0310054 | val_loss: 0.031085 | Time: 1802.3 ms [2021-03-09 06:52:31 main:574] : INFO : Epoch 1616 | loss: 0.0310049 | val_loss: 0.0310895 | Time: 1483.78 ms [2021-03-09 06:52:33 main:574] : INFO : Epoch 1617 | loss: 0.0310165 | val_loss: 0.0310752 | Time: 1690.69 ms [2021-03-09 06:52:35 main:574] : INFO : Epoch 1618 | loss: 0.031013 | val_loss: 0.0310759 | Time: 1845.57 ms [2021-03-09 06:52:37 main:574] : INFO : Epoch 1619 | loss: 0.0310188 | val_loss: 0.0310912 | Time: 1695.77 ms [2021-03-09 06:52:38 main:574] : INFO : Epoch 1620 | loss: 0.0310186 | val_loss: 0.0310838 | Time: 1781.04 ms [2021-03-09 06:52:40 main:574] : INFO : Epoch 1621 | loss: 0.0310194 | val_loss: 0.0310733 | Time: 1779.27 ms [2021-03-09 06:52:42 main:574] : INFO : Epoch 1622 | loss: 0.031016 | val_loss: 0.0310784 | Time: 1533.6 ms [2021-03-09 06:52:44 main:574] : INFO : Epoch 1623 | loss: 0.0310118 | val_loss: 0.0310873 | Time: 1880.88 ms [2021-03-09 06:52:45 main:574] : INFO : Epoch 1624 | loss: 0.0310129 | val_loss: 0.0310911 | Time: 1785.74 ms [2021-03-09 06:52:47 main:574] : INFO : Epoch 1625 | loss: 0.0310111 | val_loss: 0.031073 | Time: 1773.09 ms [2021-03-09 06:52:49 main:574] : INFO : Epoch 1626 | loss: 0.0310118 | val_loss: 0.0310729 | Time: 1697.97 ms [2021-03-09 06:52:50 main:574] : INFO : Epoch 1627 | loss: 0.0310124 | val_loss: 0.0310777 | Time: 1643.8 ms [2021-03-09 06:52:52 main:574] : INFO : Epoch 1628 | loss: 0.0310087 | val_loss: 0.0310731 | Time: 1536.75 ms [2021-03-09 06:52:54 main:574] : INFO : Epoch 1629 | loss: 0.0310038 | val_loss: 0.0310813 | Time: 1819.97 ms [2021-03-09 06:52:56 main:574] : INFO : Epoch 1630 | loss: 0.0310032 | val_loss: 0.0310879 | Time: 1870.61 ms [2021-03-09 06:52:58 main:574] : INFO : Epoch 1631 | loss: 0.0310248 | val_loss: 0.031078 | Time: 1844.56 ms [2021-03-09 06:52:59 main:574] : INFO : Epoch 1632 | loss: 0.0310201 | val_loss: 0.0310772 | Time: 1848.64 ms [2021-03-09 06:53:01 main:574] : INFO : Epoch 1633 | loss: 0.031013 | val_loss: 0.0310894 | Time: 1488.47 ms [2021-03-09 06:53:03 main:574] : INFO : Epoch 1634 | loss: 0.0310096 | val_loss: 0.0310847 | Time: 1696.71 ms [2021-03-09 06:53:04 main:574] : INFO : Epoch 1635 | loss: 0.0310088 | val_loss: 0.0310787 | Time: 1763.42 ms [2021-03-09 06:53:06 main:574] : INFO : Epoch 1636 | loss: 0.0310148 | val_loss: 0.031075 | Time: 1777.2 ms [2021-03-09 06:53:08 main:574] : INFO : Epoch 1637 | loss: 0.0310112 | val_loss: 0.0310787 | Time: 1859.93 ms [2021-03-09 06:53:10 main:574] : INFO : Epoch 1638 | loss: 0.0310115 | val_loss: 0.031085 | Time: 1778.63 ms [2021-03-09 06:53:11 main:574] : INFO : Epoch 1639 | loss: 0.0310371 | val_loss: 0.0310864 | Time: 1423.93 ms [2021-03-09 06:53:13 main:574] : INFO : Epoch 1640 | loss: 0.031033 | val_loss: 0.0310856 | Time: 1770.78 ms [2021-03-09 06:53:15 main:574] : INFO : Epoch 1641 | loss: 0.0310198 | val_loss: 0.0310753 | Time: 1776.06 ms [2021-03-09 06:53:17 main:574] : INFO : Epoch 1642 | loss: 0.0310096 | val_loss: 0.0310788 | Time: 1748.93 ms [2021-03-09 06:53:18 main:574] : INFO : Epoch 1643 | loss: 0.0310103 | val_loss: 0.0310695 | Time: 1787.99 ms [2021-03-09 06:53:20 main:574] : INFO : Epoch 1644 | loss: 0.0310079 | val_loss: 0.0310719 | Time: 1732.49 ms [2021-03-09 06:53:22 main:574] : INFO : Epoch 1645 | loss: 0.0310047 | val_loss: 0.0310712 | Time: 1444.52 ms [2021-03-09 06:53:23 main:574] : INFO : Epoch 1646 | loss: 0.0310051 | val_loss: 0.0310771 | Time: 1797.43 ms [2021-03-09 06:53:25 main:574] : INFO : Epoch 1647 | loss: 0.031004 | val_loss: 0.0310808 | Time: 1715.55 ms [2021-03-09 06:53:27 main:574] : INFO : Epoch 1648 | loss: 0.0310003 | val_loss: 0.0310853 | Time: 1765.61 ms [2021-03-09 06:53:29 main:574] : INFO : Epoch 1649 | loss: 0.030998 | val_loss: 0.0310878 | Time: 1720.28 ms [2021-03-09 06:53:30 main:574] : INFO : Epoch 1650 | loss: 0.0310008 | val_loss: 0.0310858 | Time: 1659.32 ms [2021-03-09 06:53:32 main:574] : INFO : Epoch 1651 | loss: 0.0309998 | val_loss: 0.0310815 | Time: 1490.64 ms [2021-03-09 06:53:34 main:574] : INFO : Epoch 1652 | loss: 0.0309984 | val_loss: 0.0310882 | Time: 1875.9 ms [2021-03-09 06:53:36 main:574] : INFO : Epoch 1653 | loss: 0.0310054 | val_loss: 0.0310736 | Time: 1814.18 ms [2021-03-09 06:53:37 main:574] : INFO : Epoch 1654 | loss: 0.0310072 | val_loss: 0.0310824 | Time: 1782.26 ms [2021-03-09 06:53:39 main:574] : INFO : Epoch 1655 | loss: 0.0310033 | val_loss: 0.0310756 | Time: 1761.76 ms [2021-03-09 06:53:41 main:574] : INFO : Epoch 1656 | loss: 0.0309979 | val_loss: 0.0310818 | Time: 1609.86 ms [2021-03-09 06:53:42 main:574] : INFO : Epoch 1657 | loss: 0.0309951 | val_loss: 0.0310763 | Time: 1650.94 ms [2021-03-09 06:53:44 main:574] : INFO : Epoch 1658 | loss: 0.0309959 | val_loss: 0.0310741 | Time: 1761.18 ms [2021-03-09 06:53:46 main:574] : INFO : Epoch 1659 | loss: 0.0309964 | val_loss: 0.0310827 | Time: 1802.12 ms [2021-03-09 06:53:48 main:574] : INFO : Epoch 1660 | loss: 0.0310007 | val_loss: 0.0310771 | Time: 1772.4 ms [2021-03-09 06:53:50 main:574] : INFO : Epoch 1661 | loss: 0.0310017 | val_loss: 0.0310757 | Time: 1785.95 ms [2021-03-09 06:53:51 main:574] : INFO : Epoch 1662 | loss: 0.0310044 | val_loss: 0.031081 | Time: 1491.67 ms [2021-03-09 06:53:53 main:574] : INFO : Epoch 1663 | loss: 0.0310442 | val_loss: 0.0313137 | Time: 1615.19 ms [2021-03-09 06:53:54 main:574] : INFO : Epoch 1664 | loss: 0.0356342 | val_loss: 0.0331723 | Time: 1774.37 ms [2021-03-09 06:53:56 main:574] : INFO : Epoch 1665 | loss: 0.041185 | val_loss: 0.0357533 | Time: 1818.64 ms [2021-03-09 06:53:58 main:574] : INFO : Epoch 1666 | loss: 0.0333257 | val_loss: 0.0315275 | Time: 1813.32 ms [2021-03-09 06:54:00 main:574] : INFO : Epoch 1667 | loss: 0.0314948 | val_loss: 0.0313596 | Time: 1836 ms [2021-03-09 06:54:01 main:574] : INFO : Epoch 1668 | loss: 0.0312986 | val_loss: 0.0312607 | Time: 1454.13 ms [2021-03-09 06:54:03 main:574] : INFO : Epoch 1669 | loss: 0.0312575 | val_loss: 0.0312517 | Time: 1742.72 ms [2021-03-09 06:54:05 main:574] : INFO : Epoch 1670 | loss: 0.0312485 | val_loss: 0.031246 | Time: 1764.4 ms [2021-03-09 06:54:07 main:574] : INFO : Epoch 1671 | loss: 0.0312436 | val_loss: 0.0312411 | Time: 1841.01 ms [2021-03-09 06:54:09 main:574] : INFO : Epoch 1672 | loss: 0.0312388 | val_loss: 0.0312354 | Time: 1795.53 ms [2021-03-09 06:54:10 main:574] : INFO : Epoch 1673 | loss: 0.0312318 | val_loss: 0.0312255 | Time: 1691.51 ms [2021-03-09 06:54:12 main:574] : INFO : Epoch 1674 | loss: 0.0312201 | val_loss: 0.0312111 | Time: 1529.88 ms [2021-03-09 06:54:14 main:574] : INFO : Epoch 1675 | loss: 0.0312028 | val_loss: 0.0311914 | Time: 1763.38 ms [2021-03-09 06:54:15 main:574] : INFO : Epoch 1676 | loss: 0.0311799 | val_loss: 0.0311701 | Time: 1759.46 ms [2021-03-09 06:54:17 main:574] : INFO : Epoch 1677 | loss: 0.0311568 | val_loss: 0.0311519 | Time: 1759.27 ms [2021-03-09 06:54:19 main:574] : INFO : Epoch 1678 | loss: 0.031137 | val_loss: 0.0311399 | Time: 1812.69 ms [2021-03-09 06:54:21 main:574] : INFO : Epoch 1679 | loss: 0.0311234 | val_loss: 0.03113 | Time: 1613.94 ms [2021-03-09 06:54:22 main:574] : INFO : Epoch 1680 | loss: 0.0311138 | val_loss: 0.0311282 | Time: 1553.71 ms [2021-03-09 06:54:24 main:574] : INFO : Epoch 1681 | loss: 0.0311084 | val_loss: 0.0311217 | Time: 1787.68 ms [2021-03-09 06:54:26 main:574] : INFO : Epoch 1682 | loss: 0.0310963 | val_loss: 0.0311163 | Time: 1865.2 ms [2021-03-09 06:54:28 main:574] : INFO : Epoch 1683 | loss: 0.0310873 | val_loss: 0.0311078 | Time: 1817.65 ms [2021-03-09 06:54:29 main:574] : INFO : Epoch 1684 | loss: 0.0310807 | val_loss: 0.0311038 | Time: 1782.38 ms [2021-03-09 06:54:31 main:574] : INFO : Epoch 1685 | loss: 0.0310759 | val_loss: 0.0311085 | Time: 1556.02 ms [2021-03-09 06:54:33 main:574] : INFO : Epoch 1686 | loss: 0.0310771 | val_loss: 0.0311081 | Time: 1722.58 ms [2021-03-09 06:54:35 main:574] : INFO : Epoch 1687 | loss: 0.0310746 | val_loss: 0.0311117 | Time: 1707.79 ms [2021-03-09 06:54:36 main:574] : INFO : Epoch 1688 | loss: 0.0310683 | val_loss: 0.0311039 | Time: 1726.35 ms [2021-03-09 06:54:38 main:574] : INFO : Epoch 1689 | loss: 0.0310653 | val_loss: 0.0310946 | Time: 1778.02 ms [2021-03-09 06:54:40 main:574] : INFO : Epoch 1690 | loss: 0.0310614 | val_loss: 0.0311006 | Time: 1799.3 ms [2021-03-09 06:54:41 main:574] : INFO : Epoch 1691 | loss: 0.031062 | val_loss: 0.0310957 | Time: 1458.31 ms [2021-03-09 06:54:43 main:574] : INFO : Epoch 1692 | loss: 0.0310597 | val_loss: 0.0310992 | Time: 1796.75 ms [2021-03-09 06:54:45 main:574] : INFO : Epoch 1693 | loss: 0.0310645 | val_loss: 0.0311041 | Time: 1821.51 ms [2021-03-09 06:54:47 main:574] : INFO : Epoch 1694 | loss: 0.0310766 | val_loss: 0.0310847 | Time: 1775.74 ms [2021-03-09 06:54:49 main:574] : INFO : Epoch 1695 | loss: 0.0310615 | val_loss: 0.0310896 | Time: 1799.7 ms [2021-03-09 06:54:50 main:574] : INFO : Epoch 1696 | loss: 0.0310583 | val_loss: 0.0310833 | Time: 1743.5 ms [2021-03-09 06:54:52 main:574] : INFO : Epoch 1697 | loss: 0.031073 | val_loss: 0.0311012 | Time: 1430.48 ms [2021-03-09 06:54:54 main:574] : INFO : Epoch 1698 | loss: 0.0310701 | val_loss: 0.0310873 | Time: 1826.14 ms [2021-03-09 06:54:55 main:574] : INFO : Epoch 1699 | loss: 0.0310628 | val_loss: 0.0310935 | Time: 1775.33 ms [2021-03-09 06:54:57 main:574] : INFO : Epoch 1700 | loss: 0.0310803 | val_loss: 0.0310999 | Time: 1799.24 ms [2021-03-09 06:54:59 main:574] : INFO : Epoch 1701 | loss: 0.0310871 | val_loss: 0.0311092 | Time: 1820.97 ms [2021-03-09 06:55:01 main:574] : INFO : Epoch 1702 | loss: 0.0310908 | val_loss: 0.0311153 | Time: 1644.48 ms [2021-03-09 06:55:02 main:574] : INFO : Epoch 1703 | loss: 0.0310925 | val_loss: 0.031106 | Time: 1720.31 ms [2021-03-09 06:55:04 main:574] : INFO : Epoch 1704 | loss: 0.0310801 | val_loss: 0.0310977 | Time: 1796.56 ms [2021-03-09 06:55:06 main:574] : INFO : Epoch 1705 | loss: 0.0310711 | val_loss: 0.0311009 | Time: 1748.16 ms [2021-03-09 06:55:08 main:574] : INFO : Epoch 1706 | loss: 0.03107 | val_loss: 0.0311005 | Time: 1891.56 ms [2021-03-09 06:55:10 main:574] : INFO : Epoch 1707 | loss: 0.0310688 | val_loss: 0.0310908 | Time: 1812.32 ms [2021-03-09 06:55:11 main:574] : INFO : Epoch 1708 | loss: 0.0310653 | val_loss: 0.0310961 | Time: 1455.24 ms [2021-03-09 06:55:13 main:574] : INFO : Epoch 1709 | loss: 0.0310646 | val_loss: 0.031097 | Time: 1586.96 ms [2021-03-09 06:55:15 main:574] : INFO : Epoch 1710 | loss: 0.0310621 | val_loss: 0.0310852 | Time: 1829.65 ms [2021-03-09 06:55:16 main:574] : INFO : Epoch 1711 | loss: 0.0310517 | val_loss: 0.0310894 | Time: 1801.51 ms [2021-03-09 06:55:18 main:574] : INFO : Epoch 1712 | loss: 0.0310542 | val_loss: 0.0310961 | Time: 1843.87 ms [2021-03-09 06:55:20 main:574] : INFO : Epoch 1713 | loss: 0.0310492 | val_loss: 0.0310882 | Time: 1837.19 ms [2021-03-09 06:55:22 main:574] : INFO : Epoch 1714 | loss: 0.031049 | val_loss: 0.0310811 | Time: 1457.52 ms [2021-03-09 06:55:23 main:574] : INFO : Epoch 1715 | loss: 0.0310484 | val_loss: 0.0310839 | Time: 1733.57 ms [2021-03-09 06:55:25 main:574] : INFO : Epoch 1716 | loss: 0.0310463 | val_loss: 0.0310881 | Time: 1772.25 ms [2021-03-09 06:55:27 main:574] : INFO : Epoch 1717 | loss: 0.0310442 | val_loss: 0.0310925 | Time: 1769.71 ms [2021-03-09 06:55:29 main:574] : INFO : Epoch 1718 | loss: 0.0310427 | val_loss: 0.0310835 | Time: 1715.31 ms [2021-03-09 06:55:30 main:574] : INFO : Epoch 1719 | loss: 0.0310398 | val_loss: 0.0310805 | Time: 1767.02 ms [2021-03-09 06:55:32 main:574] : INFO : Epoch 1720 | loss: 0.0310405 | val_loss: 0.0310866 | Time: 1435.59 ms [2021-03-09 06:55:34 main:574] : INFO : Epoch 1721 | loss: 0.0310382 | val_loss: 0.0310804 | Time: 1809.1 ms [2021-03-09 06:55:35 main:574] : INFO : Epoch 1722 | loss: 0.0310359 | val_loss: 0.0310852 | Time: 1749.5 ms [2021-03-09 06:55:37 main:574] : INFO : Epoch 1723 | loss: 0.031036 | val_loss: 0.0310846 | Time: 1787.9 ms [2021-03-09 06:55:39 main:574] : INFO : Epoch 1724 | loss: 0.0310318 | val_loss: 0.0310859 | Time: 1794.82 ms [2021-03-09 06:55:41 main:574] : INFO : Epoch 1725 | loss: 0.0310302 | val_loss: 0.0310846 | Time: 1624.83 ms [2021-03-09 06:55:42 main:574] : INFO : Epoch 1726 | loss: 0.0310515 | val_loss: 0.0310871 | Time: 1510.68 ms [2021-03-09 06:55:44 main:574] : INFO : Epoch 1727 | loss: 0.0310427 | val_loss: 0.0310879 | Time: 1761.09 ms [2021-03-09 06:55:46 main:574] : INFO : Epoch 1728 | loss: 0.0310395 | val_loss: 0.0310873 | Time: 1729.17 ms [2021-03-09 06:55:47 main:574] : INFO : Epoch 1729 | loss: 0.0310317 | val_loss: 0.031078 | Time: 1734.52 ms [2021-03-09 06:55:49 main:574] : INFO : Epoch 1730 | loss: 0.0310303 | val_loss: 0.0310806 | Time: 1760.48 ms [2021-03-09 06:55:51 main:574] : INFO : Epoch 1731 | loss: 0.0310302 | val_loss: 0.0310825 | Time: 1629.51 ms [2021-03-09 06:55:52 main:574] : INFO : Epoch 1732 | loss: 0.0310344 | val_loss: 0.0310867 | Time: 1581.37 ms [2021-03-09 06:55:54 main:574] : INFO : Epoch 1733 | loss: 0.0310335 | val_loss: 0.0310776 | Time: 1779.14 ms [2021-03-09 06:55:56 main:574] : INFO : Epoch 1734 | loss: 0.0310366 | val_loss: 0.0310827 | Time: 1791.34 ms [2021-03-09 06:55:58 main:574] : INFO : Epoch 1735 | loss: 0.0310426 | val_loss: 0.031106 | Time: 1790.71 ms [2021-03-09 06:56:00 main:574] : INFO : Epoch 1736 | loss: 0.0310738 | val_loss: 0.0311002 | Time: 1827.61 ms [2021-03-09 06:56:01 main:574] : INFO : Epoch 1737 | loss: 0.031055 | val_loss: 0.0310905 | Time: 1474 ms [2021-03-09 06:56:03 main:574] : INFO : Epoch 1738 | loss: 0.0310464 | val_loss: 0.0310867 | Time: 1664.95 ms [2021-03-09 06:56:05 main:574] : INFO : Epoch 1739 | loss: 0.031039 | val_loss: 0.0310802 | Time: 1823.45 ms [2021-03-09 06:56:06 main:574] : INFO : Epoch 1740 | loss: 0.0310353 | val_loss: 0.0310758 | Time: 1756.27 ms [2021-03-09 06:56:08 main:574] : INFO : Epoch 1741 | loss: 0.031032 | val_loss: 0.0310753 | Time: 1782.23 ms [2021-03-09 06:56:10 main:574] : INFO : Epoch 1742 | loss: 0.0310301 | val_loss: 0.031069 | Time: 1795.23 ms [2021-03-09 06:56:11 main:574] : INFO : Epoch 1743 | loss: 0.0310299 | val_loss: 0.0310721 | Time: 1443.91 ms [2021-03-09 06:56:13 main:574] : INFO : Epoch 1744 | loss: 0.0310259 | val_loss: 0.0310812 | Time: 1703.61 ms [2021-03-09 06:56:15 main:574] : INFO : Epoch 1745 | loss: 0.0310233 | val_loss: 0.0310706 | Time: 1790.23 ms [2021-03-09 06:56:17 main:574] : INFO : Epoch 1746 | loss: 0.0310242 | val_loss: 0.0310669 | Time: 1797.32 ms [2021-03-09 06:56:19 main:574] : INFO : Epoch 1747 | loss: 0.0310243 | val_loss: 0.0310733 | Time: 1810.64 ms [2021-03-09 06:56:20 main:574] : INFO : Epoch 1748 | loss: 0.0310285 | val_loss: 0.0310838 | Time: 1792.43 ms [2021-03-09 06:56:22 main:574] : INFO : Epoch 1749 | loss: 0.0310283 | val_loss: 0.031078 | Time: 1427.16 ms [2021-03-09 06:56:24 main:574] : INFO : Epoch 1750 | loss: 0.0310324 | val_loss: 0.0310848 | Time: 1902.55 ms [2021-03-09 06:56:26 main:574] : INFO : Epoch 1751 | loss: 0.0310486 | val_loss: 0.0310919 | Time: 1812.45 ms [2021-03-09 06:56:27 main:574] : INFO : Epoch 1752 | loss: 0.0310389 | val_loss: 0.0310802 | Time: 1804.08 ms [2021-03-09 06:56:29 main:574] : INFO : Epoch 1753 | loss: 0.0310352 | val_loss: 0.0310777 | Time: 1829.2 ms [2021-03-09 06:56:31 main:574] : INFO : Epoch 1754 | loss: 0.0310384 | val_loss: 0.0310787 | Time: 1665.62 ms [2021-03-09 06:56:32 main:574] : INFO : Epoch 1755 | loss: 0.0310433 | val_loss: 0.0310785 | Time: 1538.71 ms [2021-03-09 06:56:34 main:574] : INFO : Epoch 1756 | loss: 0.0310385 | val_loss: 0.0310793 | Time: 1709.16 ms [2021-03-09 06:56:36 main:574] : INFO : Epoch 1757 | loss: 0.0310368 | val_loss: 0.0310774 | Time: 1724.73 ms [2021-03-09 06:56:38 main:574] : INFO : Epoch 1758 | loss: 0.0310388 | val_loss: 0.0310802 | Time: 1735.2 ms [2021-03-09 06:56:39 main:574] : INFO : Epoch 1759 | loss: 0.0310274 | val_loss: 0.0310833 | Time: 1794.58 ms [2021-03-09 06:56:41 main:574] : INFO : Epoch 1760 | loss: 0.0310331 | val_loss: 0.0310824 | Time: 1624.39 ms [2021-03-09 06:56:43 main:574] : INFO : Epoch 1761 | loss: 0.0310288 | val_loss: 0.0310722 | Time: 1577.35 ms [2021-03-09 06:56:44 main:574] : INFO : Epoch 1762 | loss: 0.0310261 | val_loss: 0.0310725 | Time: 1748.02 ms [2021-03-09 06:56:46 main:574] : INFO : Epoch 1763 | loss: 0.0310227 | val_loss: 0.0310725 | Time: 1753.31 ms [2021-03-09 06:56:48 main:574] : INFO : Epoch 1764 | loss: 0.0310191 | val_loss: 0.0310753 | Time: 1731.88 ms [2021-03-09 06:56:50 main:574] : INFO : Epoch 1765 | loss: 0.0310183 | val_loss: 0.0310842 | Time: 1772.37 ms [2021-03-09 06:56:51 main:574] : INFO : Epoch 1766 | loss: 0.0310183 | val_loss: 0.0310656 | Time: 1491.7 ms [2021-03-09 06:56:53 main:574] : INFO : Epoch 1767 | loss: 0.0310207 | val_loss: 0.0310683 | Time: 1592.63 ms [2021-03-09 06:56:55 main:574] : INFO : Epoch 1768 | loss: 0.0310181 | val_loss: 0.0310744 | Time: 1721.3 ms [2021-03-09 06:56:56 main:574] : INFO : Epoch 1769 | loss: 0.0310198 | val_loss: 0.0310684 | Time: 1777.24 ms [2021-03-09 06:56:58 main:574] : INFO : Epoch 1770 | loss: 0.0310168 | val_loss: 0.0310745 | Time: 1761.45 ms [2021-03-09 06:57:00 main:574] : INFO : Epoch 1771 | loss: 0.0310148 | val_loss: 0.0310731 | Time: 1761.03 ms [2021-03-09 06:57:01 main:574] : INFO : Epoch 1772 | loss: 0.0310138 | val_loss: 0.0310715 | Time: 1508.97 ms [2021-03-09 06:57:03 main:574] : INFO : Epoch 1773 | loss: 0.0310135 | val_loss: 0.0310753 | Time: 1700.31 ms [2021-03-09 06:57:05 main:574] : INFO : Epoch 1774 | loss: 0.0310447 | val_loss: 0.0310798 | Time: 1881 ms [2021-03-09 06:57:07 main:574] : INFO : Epoch 1775 | loss: 0.0310402 | val_loss: 0.031073 | Time: 1756.65 ms [2021-03-09 06:57:09 main:574] : INFO : Epoch 1776 | loss: 0.0310306 | val_loss: 0.0310777 | Time: 1715.55 ms [2021-03-09 06:57:10 main:574] : INFO : Epoch 1777 | loss: 0.0310211 | val_loss: 0.031065 | Time: 1768.73 ms [2021-03-09 06:57:12 main:574] : INFO : Epoch 1778 | loss: 0.0310151 | val_loss: 0.0310762 | Time: 1425.64 ms [2021-03-09 06:57:13 main:574] : INFO : Epoch 1779 | loss: 0.0310135 | val_loss: 0.0310781 | Time: 1729.97 ms [2021-03-09 06:57:15 main:574] : INFO : Epoch 1780 | loss: 0.0310156 | val_loss: 0.0310711 | Time: 1855.96 ms [2021-03-09 06:57:17 main:574] : INFO : Epoch 1781 | loss: 0.0310114 | val_loss: 0.031077 | Time: 1826.22 ms [2021-03-09 06:57:19 main:574] : INFO : Epoch 1782 | loss: 0.0310088 | val_loss: 0.0310694 | Time: 1796.43 ms [2021-03-09 06:57:21 main:574] : INFO : Epoch 1783 | loss: 0.0310093 | val_loss: 0.0310731 | Time: 1714.76 ms [2021-03-09 06:57:22 main:574] : INFO : Epoch 1784 | loss: 0.0310096 | val_loss: 0.0310673 | Time: 1494.62 ms [2021-03-09 06:57:24 main:574] : INFO : Epoch 1785 | loss: 0.0310092 | val_loss: 0.0310687 | Time: 1711.68 ms [2021-03-09 06:57:26 main:574] : INFO : Epoch 1786 | loss: 0.0310117 | val_loss: 0.0310678 | Time: 1700.14 ms [2021-03-09 06:57:27 main:574] : INFO : Epoch 1787 | loss: 0.0310185 | val_loss: 0.0310773 | Time: 1792.54 ms [2021-03-09 06:57:29 main:574] : INFO : Epoch 1788 | loss: 0.0310177 | val_loss: 0.0310691 | Time: 1815 ms [2021-03-09 06:57:31 main:574] : INFO : Epoch 1789 | loss: 0.0310181 | val_loss: 0.0310729 | Time: 1652.03 ms [2021-03-09 06:57:32 main:574] : INFO : Epoch 1790 | loss: 0.0310209 | val_loss: 0.0310659 | Time: 1543.15 ms [2021-03-09 06:57:34 main:574] : INFO : Epoch 1791 | loss: 0.0310164 | val_loss: 0.0310648 | Time: 1826.37 ms [2021-03-09 06:57:36 main:574] : INFO : Epoch 1792 | loss: 0.0310128 | val_loss: 0.031064 | Time: 1772.72 ms [2021-03-09 06:57:38 main:574] : INFO : Epoch 1793 | loss: 0.0310189 | val_loss: 0.0310602 | Time: 1810.17 ms [2021-03-09 06:57:40 main:574] : INFO : Epoch 1794 | loss: 0.0310416 | val_loss: 0.0310823 | Time: 1821.78 ms [2021-03-09 06:57:41 main:574] : INFO : Epoch 1795 | loss: 0.031039 | val_loss: 0.0310688 | Time: 1565.54 ms [2021-03-09 06:57:43 main:574] : INFO : Epoch 1796 | loss: 0.0310271 | val_loss: 0.031067 | Time: 1604.08 ms [2021-03-09 06:57:45 main:574] : INFO : Epoch 1797 | loss: 0.0310219 | val_loss: 0.0310608 | Time: 1788.91 ms [2021-03-09 06:57:47 main:574] : INFO : Epoch 1798 | loss: 0.0310136 | val_loss: 0.0310669 | Time: 1742.63 ms [2021-03-09 06:57:48 main:574] : INFO : Epoch 1799 | loss: 0.0310136 | val_loss: 0.0310612 | Time: 1842.88 ms [2021-03-09 06:57:50 main:574] : INFO : Epoch 1800 | loss: 0.0310119 | val_loss: 0.0310646 | Time: 1777.3 ms [2021-03-09 06:57:52 main:574] : INFO : Epoch 1801 | loss: 0.0310086 | val_loss: 0.0310655 | Time: 1493.57 ms [2021-03-09 06:57:53 main:574] : INFO : Epoch 1802 | loss: 0.0310145 | val_loss: 0.0310816 | Time: 1771.6 ms [2021-03-09 06:57:55 main:574] : INFO : Epoch 1803 | loss: 0.0310543 | val_loss: 0.031082 | Time: 1750.1 ms [2021-03-09 06:57:57 main:574] : INFO : Epoch 1804 | loss: 0.03106 | val_loss: 0.0310883 | Time: 1813.92 ms [2021-03-09 06:57:59 main:574] : INFO : Epoch 1805 | loss: 0.0310509 | val_loss: 0.0310767 | Time: 1804.36 ms [2021-03-09 06:58:01 main:574] : INFO : Epoch 1806 | loss: 0.0310339 | val_loss: 0.03107 | Time: 1784.23 ms [2021-03-09 06:58:02 main:574] : INFO : Epoch 1807 | loss: 0.0310352 | val_loss: 0.0310639 | Time: 1417.41 ms [2021-03-09 06:58:04 main:574] : INFO : Epoch 1808 | loss: 0.0310258 | val_loss: 0.0310679 | Time: 1796.06 ms [2021-03-09 06:58:06 main:574] : INFO : Epoch 1809 | loss: 0.0310202 | val_loss: 0.0310699 | Time: 1830.87 ms [2021-03-09 06:58:08 main:574] : INFO : Epoch 1810 | loss: 0.0310185 | val_loss: 0.0310702 | Time: 1765.48 ms [2021-03-09 06:58:09 main:574] : INFO : Epoch 1811 | loss: 0.0310182 | val_loss: 0.0310747 | Time: 1800.78 ms [2021-03-09 06:58:11 main:574] : INFO : Epoch 1812 | loss: 0.0310159 | val_loss: 0.0310711 | Time: 1618.75 ms [2021-03-09 06:58:12 main:574] : INFO : Epoch 1813 | loss: 0.0310129 | val_loss: 0.0310734 | Time: 1499.58 ms [2021-03-09 06:58:14 main:574] : INFO : Epoch 1814 | loss: 0.0310138 | val_loss: 0.0310664 | Time: 1724.83 ms [2021-03-09 06:58:16 main:574] : INFO : Epoch 1815 | loss: 0.0310098 | val_loss: 0.0310689 | Time: 1779.11 ms [2021-03-09 06:58:18 main:574] : INFO : Epoch 1816 | loss: 0.0310153 | val_loss: 0.031071 | Time: 1828.56 ms [2021-03-09 06:58:20 main:574] : INFO : Epoch 1817 | loss: 0.0310211 | val_loss: 0.0310648 | Time: 1826.85 ms [2021-03-09 06:58:21 main:574] : INFO : Epoch 1818 | loss: 0.0310159 | val_loss: 0.0310759 | Time: 1587.53 ms [2021-03-09 06:58:23 main:574] : INFO : Epoch 1819 | loss: 0.031016 | val_loss: 0.0310631 | Time: 1607.36 ms [2021-03-09 06:58:25 main:574] : INFO : Epoch 1820 | loss: 0.0310137 | val_loss: 0.0310727 | Time: 1839.8 ms [2021-03-09 06:58:27 main:574] : INFO : Epoch 1821 | loss: 0.0310176 | val_loss: 0.031065 | Time: 1906.82 ms [2021-03-09 06:58:29 main:574] : INFO : Epoch 1822 | loss: 0.0310107 | val_loss: 0.0310691 | Time: 2006.19 ms [2021-03-09 06:58:31 main:574] : INFO : Epoch 1823 | loss: 0.0310069 | val_loss: 0.0310616 | Time: 1995.49 ms [2021-03-09 06:58:32 main:574] : INFO : Epoch 1824 | loss: 0.0310077 | val_loss: 0.0310606 | Time: 1426.42 ms [2021-03-09 06:58:34 main:574] : INFO : Epoch 1825 | loss: 0.0310048 | val_loss: 0.0310651 | Time: 1808.01 ms [2021-03-09 06:58:36 main:574] : INFO : Epoch 1826 | loss: 0.0310051 | val_loss: 0.0310592 | Time: 1787.75 ms [2021-03-09 06:58:38 main:574] : INFO : Epoch 1827 | loss: 0.0310029 | val_loss: 0.0310752 | Time: 1808.77 ms [2021-03-09 06:58:39 main:574] : INFO : Epoch 1828 | loss: 0.0310027 | val_loss: 0.0310708 | Time: 1708 ms [2021-03-09 06:58:41 main:574] : INFO : Epoch 1829 | loss: 0.0310022 | val_loss: 0.0310614 | Time: 1672.4 ms [2021-03-09 06:58:42 main:574] : INFO : Epoch 1830 | loss: 0.0309994 | val_loss: 0.0310682 | Time: 1471.2 ms [2021-03-09 06:58:44 main:574] : INFO : Epoch 1831 | loss: 0.0310071 | val_loss: 0.0310661 | Time: 1750 ms [2021-03-09 06:58:46 main:574] : INFO : Epoch 1832 | loss: 0.0310381 | val_loss: 0.0310916 | Time: 1839.43 ms [2021-03-09 06:58:48 main:574] : INFO : Epoch 1833 | loss: 0.0310609 | val_loss: 0.0310817 | Time: 1830.17 ms [2021-03-09 06:58:50 main:574] : INFO : Epoch 1834 | loss: 0.0310524 | val_loss: 0.0310871 | Time: 1856.25 ms [2021-03-09 06:58:51 main:574] : INFO : Epoch 1835 | loss: 0.0310462 | val_loss: 0.0310675 | Time: 1599.67 ms [2021-03-09 06:58:53 main:574] : INFO : Epoch 1836 | loss: 0.0310445 | val_loss: 0.0310834 | Time: 1646.33 ms [2021-03-09 06:58:55 main:574] : INFO : Epoch 1837 | loss: 0.0310444 | val_loss: 0.0310813 | Time: 1857.94 ms [2021-03-09 06:58:57 main:574] : INFO : Epoch 1838 | loss: 0.0310351 | val_loss: 0.0310691 | Time: 1791.08 ms [2021-03-09 06:58:59 main:574] : INFO : Epoch 1839 | loss: 0.0310287 | val_loss: 0.0310579 | Time: 1806.34 ms [2021-03-09 06:59:00 main:574] : INFO : Epoch 1840 | loss: 0.0310265 | val_loss: 0.0310732 | Time: 1792.63 ms [2021-03-09 06:59:02 main:574] : INFO : Epoch 1841 | loss: 0.0310398 | val_loss: 0.0310561 | Time: 1467.41 ms [2021-03-09 06:59:04 main:574] : INFO : Epoch 1842 | loss: 0.0310304 | val_loss: 0.0310599 | Time: 1760.5 ms [2021-03-09 06:59:05 main:574] : INFO : Epoch 1843 | loss: 0.0310237 | val_loss: 0.0310583 | Time: 1777.1 ms [2021-03-09 06:59:07 main:574] : INFO : Epoch 1844 | loss: 0.031024 | val_loss: 0.0310564 | Time: 1808.4 ms [2021-03-09 06:59:09 main:574] : INFO : Epoch 1845 | loss: 0.0310174 | val_loss: 0.0310575 | Time: 1811.35 ms [2021-03-09 06:59:11 main:574] : INFO : Epoch 1846 | loss: 0.0310156 | val_loss: 0.0310691 | Time: 1780.83 ms [2021-03-09 06:59:12 main:574] : INFO : Epoch 1847 | loss: 0.031017 | val_loss: 0.0310688 | Time: 1418.56 ms [2021-03-09 06:59:14 main:574] : INFO : Epoch 1848 | loss: 0.0310143 | val_loss: 0.0310655 | Time: 1837.74 ms [2021-03-09 06:59:16 main:574] : INFO : Epoch 1849 | loss: 0.0310338 | val_loss: 0.0310536 | Time: 1782.5 ms [2021-03-09 06:59:18 main:574] : INFO : Epoch 1850 | loss: 0.0310374 | val_loss: 0.0310771 | Time: 1821.94 ms [2021-03-09 06:59:19 main:574] : INFO : Epoch 1851 | loss: 0.0310489 | val_loss: 0.0310634 | Time: 1720.25 ms [2021-03-09 06:59:21 main:574] : INFO : Epoch 1852 | loss: 0.0310704 | val_loss: 0.0310773 | Time: 1662.1 ms [2021-03-09 06:59:23 main:574] : INFO : Epoch 1853 | loss: 0.0310539 | val_loss: 0.0310736 | Time: 1517.92 ms [2021-03-09 06:59:24 main:574] : INFO : Epoch 1854 | loss: 0.0310378 | val_loss: 0.0310589 | Time: 1766.28 ms [2021-03-09 06:59:26 main:574] : INFO : Epoch 1855 | loss: 0.0310298 | val_loss: 0.0310584 | Time: 1825.14 ms [2021-03-09 06:59:28 main:574] : INFO : Epoch 1856 | loss: 0.0310244 | val_loss: 0.031057 | Time: 1767.18 ms [2021-03-09 06:59:30 main:574] : INFO : Epoch 1857 | loss: 0.0310192 | val_loss: 0.0310504 | Time: 1793.76 ms [2021-03-09 06:59:31 main:574] : INFO : Epoch 1858 | loss: 0.0310166 | val_loss: 0.0310478 | Time: 1544.87 ms [2021-03-09 06:59:33 main:574] : INFO : Epoch 1859 | loss: 0.0310126 | val_loss: 0.0310567 | Time: 1537.48 ms [2021-03-09 06:59:35 main:574] : INFO : Epoch 1860 | loss: 0.0310131 | val_loss: 0.0310691 | Time: 1834.24 ms [2021-03-09 06:59:37 main:574] : INFO : Epoch 1861 | loss: 0.0310608 | val_loss: 0.0310714 | Time: 1756.35 ms [2021-03-09 06:59:38 main:574] : INFO : Epoch 1862 | loss: 0.031054 | val_loss: 0.0310543 | Time: 1772.23 ms [2021-03-09 06:59:40 main:574] : INFO : Epoch 1863 | loss: 0.0310404 | val_loss: 0.031059 | Time: 1838.88 ms [2021-03-09 06:59:42 main:574] : INFO : Epoch 1864 | loss: 0.0310292 | val_loss: 0.0310581 | Time: 1487.41 ms [2021-03-09 06:59:43 main:574] : INFO : Epoch 1865 | loss: 0.0310247 | val_loss: 0.0310525 | Time: 1667.78 ms [2021-03-09 06:59:45 main:574] : INFO : Epoch 1866 | loss: 0.0310232 | val_loss: 0.0310529 | Time: 1790.83 ms [2021-03-09 06:59:47 main:574] : INFO : Epoch 1867 | loss: 0.0310207 | val_loss: 0.0310574 | Time: 1745.35 ms [2021-03-09 06:59:49 main:574] : INFO : Epoch 1868 | loss: 0.0310183 | val_loss: 0.0310569 | Time: 1798.7 ms [2021-03-09 06:59:50 main:574] : INFO : Epoch 1869 | loss: 0.0310194 | val_loss: 0.0310623 | Time: 1694.08 ms [2021-03-09 06:59:52 main:574] : INFO : Epoch 1870 | loss: 0.031019 | val_loss: 0.0310513 | Time: 1449.83 ms [2021-03-09 06:59:54 main:574] : INFO : Epoch 1871 | loss: 0.0310151 | val_loss: 0.0310613 | Time: 1674.13 ms [2021-03-09 06:59:55 main:574] : INFO : Epoch 1872 | loss: 0.0310258 | val_loss: 0.03106 | Time: 1828.3 ms [2021-03-09 06:59:57 main:574] : INFO : Epoch 1873 | loss: 0.0310294 | val_loss: 0.0310529 | Time: 1743.27 ms [2021-03-09 06:59:59 main:574] : INFO : Epoch 1874 | loss: 0.0310187 | val_loss: 0.0310473 | Time: 1759.37 ms [2021-03-09 07:00:01 main:574] : INFO : Epoch 1875 | loss: 0.031014 | val_loss: 0.0310446 | Time: 1806.27 ms [2021-03-09 07:00:02 main:574] : INFO : Epoch 1876 | loss: 0.0310053 | val_loss: 0.0310413 | Time: 1480.11 ms [2021-03-09 07:00:04 main:574] : INFO : Epoch 1877 | loss: 0.0310021 | val_loss: 0.0310515 | Time: 1740.68 ms [2021-03-09 07:00:06 main:574] : INFO : Epoch 1878 | loss: 0.0310038 | val_loss: 0.0310379 | Time: 1745.49 ms [2021-03-09 07:00:08 main:574] : INFO : Epoch 1879 | loss: 0.0310039 | val_loss: 0.0310444 | Time: 1818.79 ms [2021-03-09 07:00:09 main:574] : INFO : Epoch 1880 | loss: 0.0310122 | val_loss: 0.0310568 | Time: 1773.2 ms [2021-03-09 07:00:11 main:574] : INFO : Epoch 1881 | loss: 0.031008 | val_loss: 0.0310506 | Time: 1715.4 ms [2021-03-09 07:00:13 main:574] : INFO : Epoch 1882 | loss: 0.0310035 | val_loss: 0.0310428 | Time: 1476.97 ms [2021-03-09 07:00:14 main:574] : INFO : Epoch 1883 | loss: 0.0310039 | val_loss: 0.0310487 | Time: 1762.36 ms [2021-03-09 07:00:16 main:574] : INFO : Epoch 1884 | loss: 0.0310037 | val_loss: 0.0310408 | Time: 1777.71 ms [2021-03-09 07:00:18 main:574] : INFO : Epoch 1885 | loss: 0.0310032 | val_loss: 0.0310565 | Time: 1782.95 ms [2021-03-09 07:00:20 main:574] : INFO : Epoch 1886 | loss: 0.0309997 | val_loss: 0.0310388 | Time: 1825.85 ms [2021-03-09 07:00:21 main:574] : INFO : Epoch 1887 | loss: 0.0309922 | val_loss: 0.0310471 | Time: 1636.71 ms [2021-03-09 07:00:23 main:574] : INFO : Epoch 1888 | loss: 0.0309956 | val_loss: 0.0310476 | Time: 1613.62 ms [2021-03-09 07:00:25 main:574] : INFO : Epoch 1889 | loss: 0.03099 | val_loss: 0.0310532 | Time: 1791.17 ms [2021-03-09 07:00:27 main:574] : INFO : Epoch 1890 | loss: 0.0309907 | val_loss: 0.0310322 | Time: 1801.49 ms [2021-03-09 07:00:28 main:574] : INFO : Epoch 1891 | loss: 0.030991 | val_loss: 0.0310422 | Time: 1773.24 ms [2021-03-09 07:00:30 main:574] : INFO : Epoch 1892 | loss: 0.0309897 | val_loss: 0.0310514 | Time: 1801.38 ms [2021-03-09 07:00:32 main:574] : INFO : Epoch 1893 | loss: 0.0309871 | val_loss: 0.031042 | Time: 1519.41 ms [2021-03-09 07:00:33 main:574] : INFO : Epoch 1894 | loss: 0.0309858 | val_loss: 0.0310441 | Time: 1666.32 ms [2021-03-09 07:00:35 main:574] : INFO : Epoch 1895 | loss: 0.0309862 | val_loss: 0.0310409 | Time: 1766.66 ms [2021-03-09 07:00:37 main:574] : INFO : Epoch 1896 | loss: 0.030984 | val_loss: 0.031037 | Time: 1774.85 ms [2021-03-09 07:00:39 main:574] : INFO : Epoch 1897 | loss: 0.0309919 | val_loss: 0.0310345 | Time: 1752.02 ms [2021-03-09 07:00:40 main:574] : INFO : Epoch 1898 | loss: 0.0309963 | val_loss: 0.0310365 | Time: 1717.18 ms [2021-03-09 07:00:42 main:574] : INFO : Epoch 1899 | loss: 0.0309924 | val_loss: 0.031031 | Time: 1478.69 ms [2021-03-09 07:00:44 main:574] : INFO : Epoch 1900 | loss: 0.0309964 | val_loss: 0.0310359 | Time: 1677.01 ms [2021-03-09 07:00:45 main:574] : INFO : Epoch 1901 | loss: 0.0309992 | val_loss: 0.0310445 | Time: 1813.1 ms [2021-03-09 07:00:47 main:574] : INFO : Epoch 1902 | loss: 0.0309974 | val_loss: 0.0310412 | Time: 1758.35 ms [2021-03-09 07:00:49 main:574] : INFO : Epoch 1903 | loss: 0.0309904 | val_loss: 0.0310389 | Time: 1748.26 ms [2021-03-09 07:00:51 main:574] : INFO : Epoch 1904 | loss: 0.0309889 | val_loss: 0.0310491 | Time: 1843.21 ms [2021-03-09 07:00:52 main:574] : INFO : Epoch 1905 | loss: 0.0309889 | val_loss: 0.0310465 | Time: 1441.32 ms [2021-03-09 07:00:54 main:574] : INFO : Epoch 1906 | loss: 0.0309903 | val_loss: 0.0310295 | Time: 1851.92 ms [2021-03-09 07:00:56 main:574] : INFO : Epoch 1907 | loss: 0.0309861 | val_loss: 0.0310287 | Time: 1833.55 ms [2021-03-09 07:00:58 main:574] : INFO : Epoch 1908 | loss: 0.030994 | val_loss: 0.0310509 | Time: 1804.36 ms [2021-03-09 07:01:00 main:574] : INFO : Epoch 1909 | loss: 0.0309991 | val_loss: 0.0310488 | Time: 1754.75 ms [2021-03-09 07:01:01 main:574] : INFO : Epoch 1910 | loss: 0.0310066 | val_loss: 0.0310452 | Time: 1683.51 ms [2021-03-09 07:01:03 main:574] : INFO : Epoch 1911 | loss: 0.031 | val_loss: 0.031044 | Time: 1506.66 ms [2021-03-09 07:01:05 main:574] : INFO : Epoch 1912 | loss: 0.0310019 | val_loss: 0.0310433 | Time: 1782.22 ms [2021-03-09 07:01:06 main:574] : INFO : Epoch 1913 | loss: 0.0309901 | val_loss: 0.0310525 | Time: 1734.16 ms [2021-03-09 07:01:08 main:574] : INFO : Epoch 1914 | loss: 0.0309932 | val_loss: 0.0310321 | Time: 1818.37 ms [2021-03-09 07:01:10 main:574] : INFO : Epoch 1915 | loss: 0.0309893 | val_loss: 0.0310305 | Time: 1859.87 ms [2021-03-09 07:01:12 main:574] : INFO : Epoch 1916 | loss: 0.0309877 | val_loss: 0.031033 | Time: 1555.33 ms [2021-03-09 07:01:13 main:574] : INFO : Epoch 1917 | loss: 0.0309829 | val_loss: 0.031027 | Time: 1664.28 ms [2021-03-09 07:01:15 main:574] : INFO : Epoch 1918 | loss: 0.03098 | val_loss: 0.0310302 | Time: 1790.62 ms [2021-03-09 07:01:17 main:574] : INFO : Epoch 1919 | loss: 0.0309834 | val_loss: 0.0310357 | Time: 1858.14 ms [2021-03-09 07:01:19 main:574] : INFO : Epoch 1920 | loss: 0.0309781 | val_loss: 0.0310257 | Time: 1737.91 ms [2021-03-09 07:01:20 main:574] : INFO : Epoch 1921 | loss: 0.0309759 | val_loss: 0.031047 | Time: 1763.69 ms [2021-03-09 07:01:22 main:574] : INFO : Epoch 1922 | loss: 0.0309759 | val_loss: 0.0310262 | Time: 1480.69 ms [2021-03-09 07:01:24 main:574] : INFO : Epoch 1923 | loss: 0.0309836 | val_loss: 0.0310259 | Time: 1694.21 ms [2021-03-09 07:01:25 main:574] : INFO : Epoch 1924 | loss: 0.0310239 | val_loss: 0.0310375 | Time: 1758.43 ms [2021-03-09 07:01:27 main:574] : INFO : Epoch 1925 | loss: 0.0310117 | val_loss: 0.0310227 | Time: 1768.33 ms [2021-03-09 07:01:29 main:574] : INFO : Epoch 1926 | loss: 0.0309901 | val_loss: 0.0310323 | Time: 1812.1 ms [2021-03-09 07:01:31 main:574] : INFO : Epoch 1927 | loss: 0.0309928 | val_loss: 0.0310283 | Time: 1752.05 ms [2021-03-09 07:01:32 main:574] : INFO : Epoch 1928 | loss: 0.0309909 | val_loss: 0.03103 | Time: 1464.25 ms [2021-03-09 07:01:34 main:574] : INFO : Epoch 1929 | loss: 0.0309951 | val_loss: 0.031047 | Time: 1784.95 ms [2021-03-09 07:01:36 main:574] : INFO : Epoch 1930 | loss: 0.0309927 | val_loss: 0.031022 | Time: 1753.38 ms [2021-03-09 07:01:38 main:574] : INFO : Epoch 1931 | loss: 0.030991 | val_loss: 0.0310243 | Time: 1734.59 ms [2021-03-09 07:01:39 main:574] : INFO : Epoch 1932 | loss: 0.0309832 | val_loss: 0.0310298 | Time: 1733.93 ms [2021-03-09 07:01:41 main:574] : INFO : Epoch 1933 | loss: 0.0309807 | val_loss: 0.0310408 | Time: 1799.75 ms [2021-03-09 07:01:43 main:574] : INFO : Epoch 1934 | loss: 0.0309805 | val_loss: 0.031024 | Time: 1445.68 ms [2021-03-09 07:01:44 main:574] : INFO : Epoch 1935 | loss: 0.0309762 | val_loss: 0.0310322 | Time: 1747.92 ms [2021-03-09 07:01:46 main:574] : INFO : Epoch 1936 | loss: 0.0309805 | val_loss: 0.0310303 | Time: 1776.25 ms [2021-03-09 07:01:48 main:574] : INFO : Epoch 1937 | loss: 0.0309878 | val_loss: 0.0310328 | Time: 1749.2 ms [2021-03-09 07:01:50 main:574] : INFO : Epoch 1938 | loss: 0.0309811 | val_loss: 0.0310411 | Time: 1759.77 ms [2021-03-09 07:01:51 main:574] : INFO : Epoch 1939 | loss: 0.0309986 | val_loss: 0.0310558 | Time: 1683.37 ms [2021-03-09 07:01:53 main:574] : INFO : Epoch 1940 | loss: 0.0310249 | val_loss: 0.0310383 | Time: 1482.71 ms [2021-03-09 07:01:55 main:574] : INFO : Epoch 1941 | loss: 0.0309983 | val_loss: 0.0310336 | Time: 1804.69 ms [2021-03-09 07:01:56 main:574] : INFO : Epoch 1942 | loss: 0.0309923 | val_loss: 0.0310382 | Time: 1776.51 ms [2021-03-09 07:01:58 main:574] : INFO : Epoch 1943 | loss: 0.0309906 | val_loss: 0.0310175 | Time: 1790.46 ms [2021-03-09 07:02:00 main:574] : INFO : Epoch 1944 | loss: 0.0309819 | val_loss: 0.0310164 | Time: 1781.03 ms [2021-03-09 07:02:02 main:574] : INFO : Epoch 1945 | loss: 0.0309806 | val_loss: 0.0310304 | Time: 1556.06 ms [2021-03-09 07:02:03 main:574] : INFO : Epoch 1946 | loss: 0.0309765 | val_loss: 0.0310206 | Time: 1604 ms [2021-03-09 07:02:05 main:574] : INFO : Epoch 1947 | loss: 0.0309727 | val_loss: 0.0310272 | Time: 1782.57 ms [2021-03-09 07:02:07 main:574] : INFO : Epoch 1948 | loss: 0.0309711 | val_loss: 0.0310285 | Time: 1827.04 ms [2021-03-09 07:02:09 main:574] : INFO : Epoch 1949 | loss: 0.0309711 | val_loss: 0.0310279 | Time: 1834.34 ms [2021-03-09 07:02:11 main:574] : INFO : Epoch 1950 | loss: 0.0310132 | val_loss: 0.0311871 | Time: 1806.43 ms [2021-03-09 07:02:12 main:574] : INFO : Epoch 1951 | loss: 0.0311829 | val_loss: 0.0311784 | Time: 1479.5 ms [2021-03-09 07:02:14 main:574] : INFO : Epoch 1952 | loss: 0.031171 | val_loss: 0.0311666 | Time: 1686.94 ms [2021-03-09 07:02:16 main:574] : INFO : Epoch 1953 | loss: 0.0311615 | val_loss: 0.0311525 | Time: 1851.29 ms [2021-03-09 07:02:17 main:574] : INFO : Epoch 1954 | loss: 0.0311514 | val_loss: 0.0311452 | Time: 1784.51 ms [2021-03-09 07:02:19 main:574] : INFO : Epoch 1955 | loss: 0.0311441 | val_loss: 0.0311454 | Time: 1723.02 ms [2021-03-09 07:02:21 main:574] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.0311403 | Time: 1785.34 ms [2021-03-09 07:02:22 main:574] : INFO : Epoch 1957 | loss: 0.0311291 | val_loss: 0.0311303 | Time: 1452.35 ms [2021-03-09 07:02:24 main:574] : INFO : Epoch 1958 | loss: 0.0311176 | val_loss: 0.0311126 | Time: 1773.08 ms [2021-03-09 07:02:26 main:574] : INFO : Epoch 1959 | loss: 0.0311036 | val_loss: 0.0311036 | Time: 1807.15 ms [2021-03-09 07:02:28 main:574] : INFO : Epoch 1960 | loss: 0.0310922 | val_loss: 0.0310945 | Time: 1768.82 ms [2021-03-09 07:02:30 main:574] : INFO : Epoch 1961 | loss: 0.0310824 | val_loss: 0.0310898 | Time: 1806.56 ms [2021-03-09 07:02:31 main:574] : INFO : Epoch 1962 | loss: 0.0310702 | val_loss: 0.0310745 | Time: 1791.1 ms [2021-03-09 07:02:33 main:574] : INFO : Epoch 1963 | loss: 0.0310571 | val_loss: 0.0310639 | Time: 1485.26 ms [2021-03-09 07:02:35 main:574] : INFO : Epoch 1964 | loss: 0.0310482 | val_loss: 0.0310613 | Time: 1754.56 ms [2021-03-09 07:02:36 main:574] : INFO : Epoch 1965 | loss: 0.0310369 | val_loss: 0.0310605 | Time: 1753.69 ms [2021-03-09 07:02:38 main:574] : INFO : Epoch 1966 | loss: 0.0310331 | val_loss: 0.0310469 | Time: 1755 ms [2021-03-09 07:02:40 main:574] : INFO : Epoch 1967 | loss: 0.031023 | val_loss: 0.031043 | Time: 1824.15 ms [2021-03-09 07:02:42 main:574] : INFO : Epoch 1968 | loss: 0.0310188 | val_loss: 0.031047 | Time: 1603.25 ms [2021-03-09 07:02:43 main:574] : INFO : Epoch 1969 | loss: 0.0310734 | val_loss: 0.0311281 | Time: 1581.8 ms [2021-03-09 07:02:45 main:574] : INFO : Epoch 1970 | loss: 0.0310806 | val_loss: 0.0310723 | Time: 1879.93 ms [2021-03-09 07:02:47 main:574] : INFO : Epoch 1971 | loss: 0.0310404 | val_loss: 0.0310557 | Time: 1709.99 ms [2021-03-09 07:02:49 main:574] : INFO : Epoch 1972 | loss: 0.0310187 | val_loss: 0.0310384 | Time: 1800.45 ms [2021-03-09 07:02:50 main:574] : INFO : Epoch 1973 | loss: 0.0310052 | val_loss: 0.0310376 | Time: 1783.7 ms [2021-03-09 07:02:52 main:574] : INFO : Epoch 1974 | loss: 0.0310028 | val_loss: 0.031044 | Time: 1523.17 ms [2021-03-09 07:02:54 main:574] : INFO : Epoch 1975 | loss: 0.0309992 | val_loss: 0.0310354 | Time: 1604.17 ms [2021-03-09 07:02:55 main:574] : INFO : Epoch 1976 | loss: 0.0309996 | val_loss: 0.0310421 | Time: 1807.54 ms [2021-03-09 07:02:57 main:574] : INFO : Epoch 1977 | loss: 0.0310037 | val_loss: 0.0310391 | Time: 1773.04 ms [2021-03-09 07:02:59 main:574] : INFO : Epoch 1978 | loss: 0.0309891 | val_loss: 0.0310348 | Time: 1698.4 ms [2021-03-09 07:03:01 main:574] : INFO : Epoch 1979 | loss: 0.0309833 | val_loss: 0.0310285 | Time: 1723 ms [2021-03-09 07:03:02 main:574] : INFO : Epoch 1980 | loss: 0.0309788 | val_loss: 0.0310281 | Time: 1496.26 ms [2021-03-09 07:03:04 main:574] : INFO : Epoch 1981 | loss: 0.0309765 | val_loss: 0.0310286 | Time: 1696.34 ms [2021-03-09 07:03:06 main:574] : INFO : Epoch 1982 | loss: 0.0309749 | val_loss: 0.0310291 | Time: 1754.31 ms [2021-03-09 07:03:07 main:574] : INFO : Epoch 1983 | loss: 0.0309778 | val_loss: 0.0310483 | Time: 1799.17 ms [2021-03-09 07:03:09 main:574] : INFO : Epoch 1984 | loss: 0.0309812 | val_loss: 0.0310343 | Time: 1864.73 ms [2021-03-09 07:03:11 main:574] : INFO : Epoch 1985 | loss: 0.0309706 | val_loss: 0.0310375 | Time: 1848.41 ms [2021-03-09 07:03:13 main:574] : INFO : Epoch 1986 | loss: 0.0309709 | val_loss: 0.0310296 | Time: 1427.98 ms [2021-03-09 07:03:14 main:574] : INFO : Epoch 1987 | loss: 0.0309756 | val_loss: 0.0310362 | Time: 1749.73 ms [2021-03-09 07:03:16 main:574] : INFO : Epoch 1988 | loss: 0.0309802 | val_loss: 0.0310403 | Time: 1826.14 ms [2021-03-09 07:03:18 main:574] : INFO : Epoch 1989 | loss: 0.0309815 | val_loss: 0.0310257 | Time: 1780.98 ms [2021-03-09 07:03:20 main:574] : INFO : Epoch 1990 | loss: 0.0309736 | val_loss: 0.0310378 | Time: 1739.27 ms [2021-03-09 07:03:21 main:574] : INFO : Epoch 1991 | loss: 0.0309735 | val_loss: 0.0310364 | Time: 1713.16 ms [2021-03-09 07:03:23 main:574] : INFO : Epoch 1992 | loss: 0.0309734 | val_loss: 0.0310394 | Time: 1438.47 ms [2021-03-09 07:03:25 main:574] : INFO : Epoch 1993 | loss: 0.0309703 | val_loss: 0.0310369 | Time: 1868.99 ms [2021-03-09 07:03:27 main:574] : INFO : Epoch 1994 | loss: 0.0309648 | val_loss: 0.0310366 | Time: 1807.63 ms [2021-03-09 07:03:28 main:574] : INFO : Epoch 1995 | loss: 0.0309615 | val_loss: 0.0310365 | Time: 1807.4 ms [2021-03-09 07:03:30 main:574] : INFO : Epoch 1996 | loss: 0.0309588 | val_loss: 0.0310324 | Time: 1776.46 ms [2021-03-09 07:03:32 main:574] : INFO : Epoch 1997 | loss: 0.0309613 | val_loss: 0.0310354 | Time: 1573.67 ms [2021-03-09 07:03:33 main:574] : INFO : Epoch 1998 | loss: 0.0309623 | val_loss: 0.0310428 | Time: 1550.18 ms [2021-03-09 07:03:35 main:574] : INFO : Epoch 1999 | loss: 0.0309704 | val_loss: 0.0310379 | Time: 1753.76 ms [2021-03-09 07:03:37 main:574] : INFO : Epoch 2000 | loss: 0.0309719 | val_loss: 0.0310444 | Time: 1763.46 ms [2021-03-09 07:03:39 main:574] : INFO : Epoch 2001 | loss: 0.0309823 | val_loss: 0.0310502 | Time: 1700.33 ms [2021-03-09 07:03:40 main:574] : INFO : Epoch 2002 | loss: 0.0309968 | val_loss: 0.0310482 | Time: 1817.69 ms [2021-03-09 07:03:42 main:574] : INFO : Epoch 2003 | loss: 0.0310126 | val_loss: 0.031047 | Time: 1563.75 ms [2021-03-09 07:03:44 main:574] : INFO : Epoch 2004 | loss: 0.0309933 | val_loss: 0.0310635 | Time: 1662.81 ms [2021-03-09 07:03:45 main:574] : INFO : Epoch 2005 | loss: 0.0309872 | val_loss: 0.0310471 | Time: 1825.13 ms [2021-03-09 07:03:47 main:574] : INFO : Epoch 2006 | loss: 0.0309732 | val_loss: 0.0310391 | Time: 1752.03 ms [2021-03-09 07:03:49 main:574] : INFO : Epoch 2007 | loss: 0.0309741 | val_loss: 0.0310529 | Time: 1776.97 ms [2021-03-09 07:03:51 main:574] : INFO : Epoch 2008 | loss: 0.0309879 | val_loss: 0.0310277 | Time: 1752.38 ms [2021-03-09 07:03:52 main:574] : INFO : Epoch 2009 | loss: 0.0309991 | val_loss: 0.0310317 | Time: 1471.48 ms [2021-03-09 07:03:54 main:574] : INFO : Epoch 2010 | loss: 0.0309922 | val_loss: 0.0310332 | Time: 1695.02 ms [2021-03-09 07:03:56 main:574] : INFO : Epoch 2011 | loss: 0.0309865 | val_loss: 0.0310371 | Time: 1851.21 ms [2021-03-09 07:03:58 main:574] : INFO : Epoch 2012 | loss: 0.0309836 | val_loss: 0.0310376 | Time: 1788.28 ms [2021-03-09 07:03:59 main:574] : INFO : Epoch 2013 | loss: 0.0309836 | val_loss: 0.0310367 | Time: 1771.46 ms [2021-03-09 07:04:01 main:574] : INFO : Epoch 2014 | loss: 0.0309802 | val_loss: 0.0310376 | Time: 1814.83 ms [2021-03-09 07:04:03 main:574] : INFO : Epoch 2015 | loss: 0.0309763 | val_loss: 0.0310509 | Time: 1438.97 ms [2021-03-09 07:04:04 main:574] : INFO : Epoch 2016 | loss: 0.0309809 | val_loss: 0.0310516 | Time: 1807.4 ms [2021-03-09 07:04:06 main:574] : INFO : Epoch 2017 | loss: 0.0309887 | val_loss: 0.0310308 | Time: 1766.94 ms [2021-03-09 07:04:08 main:574] : INFO : Epoch 2018 | loss: 0.0309821 | val_loss: 0.0310371 | Time: 1848.06 ms [2021-03-09 07:04:10 main:574] : INFO : Epoch 2019 | loss: 0.030973 | val_loss: 0.0310272 | Time: 1722.77 ms [2021-03-09 07:04:12 main:574] : INFO : Epoch 2020 | loss: 0.030973 | val_loss: 0.0310515 | Time: 1693.44 ms [2021-03-09 07:04:13 main:574] : INFO : Epoch 2021 | loss: 0.0309652 | val_loss: 0.0310487 | Time: 1530.26 ms [2021-03-09 07:04:15 main:574] : INFO : Epoch 2022 | loss: 0.0309656 | val_loss: 0.0310346 | Time: 1779.05 ms [2021-03-09 07:04:17 main:574] : INFO : Epoch 2023 | loss: 0.0309636 | val_loss: 0.0310414 | Time: 1709.33 ms [2021-03-09 07:04:18 main:574] : INFO : Epoch 2024 | loss: 0.0309927 | val_loss: 0.0310432 | Time: 1815.54 ms [2021-03-09 07:04:20 main:574] : INFO : Epoch 2025 | loss: 0.0309915 | val_loss: 0.031033 | Time: 1807.59 ms [2021-03-09 07:04:22 main:574] : INFO : Epoch 2026 | loss: 0.0309729 | val_loss: 0.0310224 | Time: 1545.17 ms [2021-03-09 07:04:23 main:574] : INFO : Epoch 2027 | loss: 0.0309667 | val_loss: 0.0310275 | Time: 1608.9 ms [2021-03-09 07:04:25 main:574] : INFO : Epoch 2028 | loss: 0.0309602 | val_loss: 0.0310358 | Time: 1752.16 ms [2021-03-09 07:04:27 main:574] : INFO : Epoch 2029 | loss: 0.0309712 | val_loss: 0.0310389 | Time: 1799.92 ms [2021-03-09 07:04:29 main:574] : INFO : Epoch 2030 | loss: 0.0309745 | val_loss: 0.0310307 | Time: 1781.46 ms [2021-03-09 07:04:31 main:574] : INFO : Epoch 2031 | loss: 0.0309755 | val_loss: 0.0310366 | Time: 1740.86 ms [2021-03-09 07:04:32 main:574] : INFO : Epoch 2032 | loss: 0.0309716 | val_loss: 0.0310351 | Time: 1548.67 ms [2021-03-09 07:04:34 main:574] : INFO : Epoch 2033 | loss: 0.0309745 | val_loss: 0.0310469 | Time: 1648.09 ms [2021-03-09 07:04:36 main:574] : INFO : Epoch 2034 | loss: 0.0309733 | val_loss: 0.0310431 | Time: 1795.42 ms [2021-03-09 07:04:37 main:574] : INFO : Epoch 2035 | loss: 0.0309665 | val_loss: 0.0310411 | Time: 1829.7 ms [2021-03-09 07:04:39 main:574] : INFO : Epoch 2036 | loss: 0.0309601 | val_loss: 0.0310643 | Time: 1790.65 ms [2021-03-09 07:04:41 main:574] : INFO : Epoch 2037 | loss: 0.0309778 | val_loss: 0.0310212 | Time: 1806.14 ms [2021-03-09 07:04:43 main:574] : INFO : Epoch 2038 | loss: 0.0309683 | val_loss: 0.0310312 | Time: 1495.61 ms [2021-03-09 07:04:44 main:574] : INFO : Epoch 2039 | loss: 0.0309698 | val_loss: 0.0310392 | Time: 1717.66 ms [2021-03-09 07:04:46 main:574] : INFO : Epoch 2040 | loss: 0.030971 | val_loss: 0.0310248 | Time: 1790.11 ms [2021-03-09 07:04:48 main:574] : INFO : Epoch 2041 | loss: 0.0309682 | val_loss: 0.0310291 | Time: 1774.84 ms [2021-03-09 07:04:50 main:574] : INFO : Epoch 2042 | loss: 0.0309573 | val_loss: 0.0310298 | Time: 1791.33 ms [2021-03-09 07:04:51 main:574] : INFO : Epoch 2043 | loss: 0.0309593 | val_loss: 0.0310223 | Time: 1791.47 ms [2021-03-09 07:04:53 main:574] : INFO : Epoch 2044 | loss: 0.0309672 | val_loss: 0.0310292 | Time: 1459.15 ms [2021-03-09 07:04:55 main:574] : INFO : Epoch 2045 | loss: 0.03097 | val_loss: 0.0310102 | Time: 1788.57 ms [2021-03-09 07:04:56 main:574] : INFO : Epoch 2046 | loss: 0.0309807 | val_loss: 0.0310616 | Time: 1728.36 ms [2021-03-09 07:04:58 main:574] : INFO : Epoch 2047 | loss: 0.0310082 | val_loss: 0.0310254 | Time: 1771.27 ms [2021-03-09 07:05:00 main:574] : INFO : Epoch 2048 | loss: 0.0309913 | val_loss: 0.0310378 | Time: 1842.2 ms [2021-03-09 07:05:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310378 [2021-03-09 07:05:00 main:603] : INFO : Saving end state to config to file [2021-03-09 07:05:00 main:608] : INFO : Success, exiting.. 07:05:00 (22564): 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)