Task 4182097
| Name | ParityMachine-1613190315-13086-1_0 |
| Workunit | 2281139 |
| Created | 25 Feb 2021, 18:44:44 UTC |
| Sent | 9 Mar 2021, 15:01:14 UTC |
| Report deadline | 16 Mar 2021, 15:01:14 UTC |
| Received | 9 Mar 2021, 17:55:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 58 min 49 sec |
| CPU time | 58 min 10 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> n:574] : INFO : Epoch 1542 | loss: 0.0310949 | val_loss: 0.0312141 | Time: 1741.84 ms [2021-03-09 17:47:43 main:574] : INFO : Epoch 1543 | loss: 0.0310914 | val_loss: 0.0312304 | Time: 1767.46 ms [2021-03-09 17:47:44 main:574] : INFO : Epoch 1544 | loss: 0.0311016 | val_loss: 0.0312095 | Time: 1473.49 ms [2021-03-09 17:47:46 main:574] : INFO : Epoch 1545 | loss: 0.0311074 | val_loss: 0.031208 | Time: 1702.93 ms [2021-03-09 17:47:48 main:574] : INFO : Epoch 1546 | loss: 0.0311276 | val_loss: 0.031196 | Time: 1755.23 ms [2021-03-09 17:47:49 main:574] : INFO : Epoch 1547 | loss: 0.0311329 | val_loss: 0.0311948 | Time: 1794.05 ms [2021-03-09 17:47:51 main:574] : INFO : Epoch 1548 | loss: 0.0311188 | val_loss: 0.0312094 | Time: 1765.36 ms [2021-03-09 17:47:53 main:574] : INFO : Epoch 1549 | loss: 0.0311094 | val_loss: 0.031206 | Time: 1823.13 ms [2021-03-09 17:47:54 main:574] : INFO : Epoch 1550 | loss: 0.0311009 | val_loss: 0.0312188 | Time: 1426.22 ms [2021-03-09 17:47:56 main:574] : INFO : Epoch 1551 | loss: 0.0310958 | val_loss: 0.0312143 | Time: 1766.08 ms [2021-03-09 17:47:58 main:574] : INFO : Epoch 1552 | loss: 0.031094 | val_loss: 0.0312179 | Time: 1760.97 ms [2021-03-09 17:48:00 main:574] : INFO : Epoch 1553 | loss: 0.031096 | val_loss: 0.0312195 | Time: 1688.22 ms [2021-03-09 17:48:02 main:574] : INFO : Epoch 1554 | loss: 0.0310975 | val_loss: 0.0312096 | Time: 1777.03 ms [2021-03-09 17:48:03 main:574] : INFO : Epoch 1555 | loss: 0.0310942 | val_loss: 0.0312269 | Time: 1709.09 ms [2021-03-09 17:48:05 main:574] : INFO : Epoch 1556 | loss: 0.0310941 | val_loss: 0.0312147 | Time: 1422.04 ms [2021-03-09 17:48:06 main:574] : INFO : Epoch 1557 | loss: 0.031089 | val_loss: 0.0312241 | Time: 1717.47 ms [2021-03-09 17:48:08 main:574] : INFO : Epoch 1558 | loss: 0.0310967 | val_loss: 0.0312196 | Time: 1804.74 ms [2021-03-09 17:48:10 main:574] : INFO : Epoch 1559 | loss: 0.0310957 | val_loss: 0.0312196 | Time: 1778.98 ms [2021-03-09 17:48:12 main:574] : INFO : Epoch 1560 | loss: 0.0310911 | val_loss: 0.0312161 | Time: 1728.26 ms [2021-03-09 17:48:13 main:574] : INFO : Epoch 1561 | loss: 0.0310926 | val_loss: 0.0312092 | Time: 1667.94 ms [2021-03-09 17:48:15 main:574] : INFO : Epoch 1562 | loss: 0.0310936 | val_loss: 0.0312266 | Time: 1418.99 ms [2021-03-09 17:48:17 main:574] : INFO : Epoch 1563 | loss: 0.0310934 | val_loss: 0.0312292 | Time: 1725.05 ms [2021-03-09 17:48:18 main:574] : INFO : Epoch 1564 | loss: 0.0310894 | val_loss: 0.0312243 | Time: 1797.87 ms [2021-03-09 17:48:20 main:574] : INFO : Epoch 1565 | loss: 0.0310926 | val_loss: 0.031224 | Time: 1762.92 ms [2021-03-09 17:48:22 main:574] : INFO : Epoch 1566 | loss: 0.0310941 | val_loss: 0.0312163 | Time: 1854.9 ms [2021-03-09 17:48:24 main:574] : INFO : Epoch 1567 | loss: 0.0310994 | val_loss: 0.0312068 | Time: 1674.24 ms [2021-03-09 17:48:25 main:574] : INFO : Epoch 1568 | loss: 0.0311212 | val_loss: 0.031204 | Time: 1508.86 ms [2021-03-09 17:48:27 main:574] : INFO : Epoch 1569 | loss: 0.0311244 | val_loss: 0.0312052 | Time: 1712.05 ms [2021-03-09 17:48:29 main:574] : INFO : Epoch 1570 | loss: 0.0311166 | val_loss: 0.0312158 | Time: 1689.21 ms [2021-03-09 17:48:30 main:574] : INFO : Epoch 1571 | loss: 0.0311073 | val_loss: 0.0312094 | Time: 1721.54 ms [2021-03-09 17:48:32 main:574] : INFO : Epoch 1572 | loss: 0.0310946 | val_loss: 0.0312268 | Time: 1780.38 ms [2021-03-09 17:48:34 main:574] : INFO : Epoch 1573 | loss: 0.0310915 | val_loss: 0.0312293 | Time: 1602.14 ms [2021-03-09 17:48:35 main:574] : INFO : Epoch 1574 | loss: 0.0310904 | val_loss: 0.0312174 | Time: 1552.07 ms [2021-03-09 17:48:37 main:574] : INFO : Epoch 1575 | loss: 0.0310888 | val_loss: 0.0312086 | Time: 1669.32 ms [2021-03-09 17:48:39 main:574] : INFO : Epoch 1576 | loss: 0.0310903 | val_loss: 0.0312031 | Time: 1753.05 ms [2021-03-09 17:48:41 main:574] : INFO : Epoch 1577 | loss: 0.0310933 | val_loss: 0.0312241 | Time: 1798.81 ms [2021-03-09 17:48:42 main:574] : INFO : Epoch 1578 | loss: 0.0310931 | val_loss: 0.0312203 | Time: 1723.25 ms [2021-03-09 17:48:44 main:574] : INFO : Epoch 1579 | loss: 0.031095 | val_loss: 0.0312215 | Time: 1608.46 ms [2021-03-09 17:48:45 main:574] : INFO : Epoch 1580 | loss: 0.0310953 | val_loss: 0.0312155 | Time: 1582.42 ms [2021-03-09 17:48:47 main:574] : INFO : Epoch 1581 | loss: 0.031096 | val_loss: 0.0312135 | Time: 1814.23 ms [2021-03-09 17:48:49 main:574] : INFO : Epoch 1582 | loss: 0.0310922 | val_loss: 0.0312238 | Time: 1856.04 ms [2021-03-09 17:48:51 main:574] : INFO : Epoch 1583 | loss: 0.0310949 | val_loss: 0.0312211 | Time: 1776.81 ms [2021-03-09 17:48:53 main:574] : INFO : Epoch 1584 | loss: 0.0310984 | val_loss: 0.0312077 | Time: 1772.19 ms [2021-03-09 17:48:54 main:574] : INFO : Epoch 1585 | loss: 0.0311261 | val_loss: 0.0311924 | Time: 1482.61 ms [2021-03-09 17:48:56 main:574] : INFO : Epoch 1586 | loss: 0.03112 | val_loss: 0.0312035 | Time: 1638.76 ms [2021-03-09 17:48:58 main:574] : INFO : Epoch 1587 | loss: 0.0311105 | val_loss: 0.0312049 | Time: 1794.91 ms [2021-03-09 17:48:59 main:574] : INFO : Epoch 1588 | loss: 0.0311052 | val_loss: 0.0312075 | Time: 1719.23 ms [2021-03-09 17:49:01 main:574] : INFO : Epoch 1589 | loss: 0.0311136 | val_loss: 0.0312125 | Time: 1800.91 ms [2021-03-09 17:49:03 main:574] : INFO : Epoch 1590 | loss: 0.0311236 | val_loss: 0.0312089 | Time: 1686.49 ms [2021-03-09 17:49:04 main:574] : INFO : Epoch 1591 | loss: 0.0311214 | val_loss: 0.0312005 | Time: 1460.95 ms [2021-03-09 17:49:06 main:574] : INFO : Epoch 1592 | loss: 0.0311126 | val_loss: 0.0312181 | Time: 1722.95 ms [2021-03-09 17:49:08 main:574] : INFO : Epoch 1593 | loss: 0.031106 | val_loss: 0.0312158 | Time: 1710 ms [2021-03-09 17:49:10 main:574] : INFO : Epoch 1594 | loss: 0.0310971 | val_loss: 0.0312114 | Time: 1688.43 ms [2021-03-09 17:49:11 main:574] : INFO : Epoch 1595 | loss: 0.0310991 | val_loss: 0.0312157 | Time: 1771.49 ms [2021-03-09 17:49:13 main:574] : INFO : Epoch 1596 | loss: 0.0310994 | val_loss: 0.0312054 | Time: 1757.97 ms [2021-03-09 17:49:15 main:574] : INFO : Epoch 1597 | loss: 0.0310945 | val_loss: 0.0312148 | Time: 1463.09 ms [2021-03-09 17:49:16 main:574] : INFO : Epoch 1598 | loss: 0.0310911 | val_loss: 0.0312148 | Time: 1704.88 ms [2021-03-09 17:49:18 main:574] : INFO : Epoch 1599 | loss: 0.0310902 | val_loss: 0.0312204 | Time: 1781 ms [2021-03-09 17:49:20 main:574] : INFO : Epoch 1600 | loss: 0.0310924 | val_loss: 0.0312175 | Time: 1799.54 ms [2021-03-09 17:49:22 main:574] : INFO : Epoch 1601 | loss: 0.0310903 | val_loss: 0.0312256 | Time: 1748.17 ms [2021-03-09 17:49:23 main:574] : INFO : Epoch 1602 | loss: 0.0310906 | val_loss: 0.0312359 | Time: 1768.36 ms [2021-03-09 17:49:25 main:574] : INFO : Epoch 1603 | loss: 0.0310937 | val_loss: 0.0312148 | Time: 1444.35 ms [2021-03-09 17:49:27 main:574] : INFO : Epoch 1604 | loss: 0.0310878 | val_loss: 0.0312159 | Time: 1802.66 ms [2021-03-09 17:49:28 main:574] : INFO : Epoch 1605 | loss: 0.0310862 | val_loss: 0.0312203 | Time: 1709.04 ms [2021-03-09 17:49:30 main:574] : INFO : Epoch 1606 | loss: 0.0310852 | val_loss: 0.0312256 | Time: 1752.95 ms [2021-03-09 17:49:32 main:574] : INFO : Epoch 1607 | loss: 0.0310868 | val_loss: 0.0312146 | Time: 1763.66 ms [2021-03-09 17:49:34 main:574] : INFO : Epoch 1608 | loss: 0.0310868 | val_loss: 0.0312241 | Time: 1702.44 ms [2021-03-09 17:49:35 main:574] : INFO : Epoch 1609 | loss: 0.0310915 | val_loss: 0.0312194 | Time: 1455.66 ms [2021-03-09 17:49:37 main:574] : INFO : Epoch 1610 | loss: 0.0310985 | val_loss: 0.0312181 | Time: 1762.37 ms [2021-03-09 17:49:39 main:574] : INFO : Epoch 1611 | loss: 0.0310941 | val_loss: 0.0312234 | Time: 1812.12 ms [2021-03-09 17:49:40 main:574] : INFO : Epoch 1612 | loss: 0.0310931 | val_loss: 0.0312185 | Time: 1788.13 ms [2021-03-09 17:49:42 main:574] : INFO : Epoch 1613 | loss: 0.0310927 | val_loss: 0.0312304 | Time: 1757.85 ms [2021-03-09 17:49:44 main:574] : INFO : Epoch 1614 | loss: 0.0310881 | val_loss: 0.0312163 | Time: 1641.93 ms [2021-03-09 17:49:45 main:574] : INFO : Epoch 1615 | loss: 0.031098 | val_loss: 0.0312205 | Time: 1531.5 ms [2021-03-09 17:49:47 main:574] : INFO : Epoch 1616 | loss: 0.0310924 | val_loss: 0.0312112 | Time: 1809.4 ms [2021-03-09 17:49:49 main:574] : INFO : Epoch 1617 | loss: 0.0310956 | val_loss: 0.0312219 | Time: 1788.92 ms [2021-03-09 17:49:51 main:574] : INFO : Epoch 1618 | loss: 0.0310894 | val_loss: 0.0312274 | Time: 1789.23 ms [2021-03-09 17:49:53 main:574] : INFO : Epoch 1619 | loss: 0.0310908 | val_loss: 0.0312249 | Time: 1718.35 ms [2021-03-09 17:49:54 main:574] : INFO : Epoch 1620 | loss: 0.0310877 | val_loss: 0.0312303 | Time: 1566.05 ms [2021-03-09 17:49:56 main:574] : INFO : Epoch 1621 | loss: 0.0310908 | val_loss: 0.0312204 | Time: 1615.63 ms [2021-03-09 17:49:58 main:574] : INFO : Epoch 1622 | loss: 0.0310851 | val_loss: 0.031232 | Time: 1821.34 ms [2021-03-09 17:49:59 main:574] : INFO : Epoch 1623 | loss: 0.031086 | val_loss: 0.0312306 | Time: 1751.99 ms [2021-03-09 17:50:01 main:574] : INFO : Epoch 1624 | loss: 0.0310862 | val_loss: 0.0312209 | Time: 1800.82 ms [2021-03-09 17:50:03 main:574] : INFO : Epoch 1625 | loss: 0.0310914 | val_loss: 0.031219 | Time: 1797.04 ms [2021-03-09 17:50:04 main:574] : INFO : Epoch 1626 | loss: 0.0310925 | val_loss: 0.0312167 | Time: 1491.47 ms [2021-03-09 17:50:06 main:574] : INFO : Epoch 1627 | loss: 0.0310858 | val_loss: 0.0312271 | Time: 1631.66 ms [2021-03-09 17:50:08 main:574] : INFO : Epoch 1628 | loss: 0.0310837 | val_loss: 0.0312183 | Time: 1781.72 ms [2021-03-09 17:50:10 main:574] : INFO : Epoch 1629 | loss: 0.0310837 | val_loss: 0.0312433 | Time: 1785.28 ms [2021-03-09 17:50:11 main:574] : INFO : Epoch 1630 | loss: 0.0310841 | val_loss: 0.0312108 | Time: 1678.53 ms [2021-03-09 17:50:13 main:574] : INFO : Epoch 1631 | loss: 0.0310939 | val_loss: 0.0312421 | Time: 1740.15 ms [2021-03-09 17:50:15 main:574] : INFO : Epoch 1632 | loss: 0.0311003 | val_loss: 0.0312139 | Time: 1393.55 ms [2021-03-09 17:50:16 main:574] : INFO : Epoch 1633 | loss: 0.0310966 | val_loss: 0.0312243 | Time: 1604.76 ms [2021-03-09 17:50:18 main:574] : INFO : Epoch 1634 | loss: 0.0310975 | val_loss: 0.0312183 | Time: 1804.43 ms [2021-03-09 17:50:20 main:574] : INFO : Epoch 1635 | loss: 0.0311071 | val_loss: 0.0312178 | Time: 1744.01 ms [2021-03-09 17:50:22 main:574] : INFO : Epoch 1636 | loss: 0.031107 | val_loss: 0.0312175 | Time: 1841.69 ms [2021-03-09 17:50:23 main:574] : INFO : Epoch 1637 | loss: 0.0311025 | val_loss: 0.0312109 | Time: 1758.65 ms [2021-03-09 17:50:25 main:574] : INFO : Epoch 1638 | loss: 0.0311038 | val_loss: 0.0312194 | Time: 1463 ms [2021-03-09 17:50:27 main:574] : INFO : Epoch 1639 | loss: 0.0310983 | val_loss: 0.0312157 | Time: 1727.03 ms [2021-03-09 17:50:28 main:574] : INFO : Epoch 1640 | loss: 0.0310949 | val_loss: 0.0312156 | Time: 1805.4 ms [2021-03-09 17:50:30 main:574] : INFO : Epoch 1641 | loss: 0.0310888 | val_loss: 0.0312107 | Time: 1844.27 ms [2021-03-09 17:50:32 main:574] : INFO : Epoch 1642 | loss: 0.0310896 | val_loss: 0.0312233 | Time: 1792.98 ms [2021-03-09 17:50:34 main:574] : INFO : Epoch 1643 | loss: 0.0310913 | val_loss: 0.0312201 | Time: 1696.51 ms [2021-03-09 17:50:35 main:574] : INFO : Epoch 1644 | loss: 0.0310947 | val_loss: 0.0312166 | Time: 1399.55 ms [2021-03-09 17:50:37 main:574] : INFO : Epoch 1645 | loss: 0.0310998 | val_loss: 0.0312101 | Time: 1790.48 ms [2021-03-09 17:50:39 main:574] : INFO : Epoch 1646 | loss: 0.031096 | val_loss: 0.0312258 | Time: 1771.57 ms [2021-03-09 17:50:40 main:574] : INFO : Epoch 1647 | loss: 0.0310892 | val_loss: 0.0312218 | Time: 1767.51 ms [2021-03-09 17:50:42 main:574] : INFO : Epoch 1648 | loss: 0.0310868 | val_loss: 0.0312257 | Time: 1718.19 ms [2021-03-09 17:50:44 main:574] : INFO : Epoch 1649 | loss: 0.0310969 | val_loss: 0.031218 | Time: 1707.7 ms [2021-03-09 17:50:45 main:574] : INFO : Epoch 1650 | loss: 0.0311 | val_loss: 0.0312173 | Time: 1482.61 ms [2021-03-09 17:50:47 main:574] : INFO : Epoch 1651 | loss: 0.0310918 | val_loss: 0.0312299 | Time: 1741.16 ms [2021-03-09 17:50:49 main:574] : INFO : Epoch 1652 | loss: 0.0310873 | val_loss: 0.0312244 | Time: 1785.75 ms [2021-03-09 17:50:51 main:574] : INFO : Epoch 1653 | loss: 0.0310884 | val_loss: 0.0312169 | Time: 1767.8 ms [2021-03-09 17:50:52 main:574] : INFO : Epoch 1654 | loss: 0.031086 | val_loss: 0.0312178 | Time: 1702.88 ms [2021-03-09 17:50:54 main:574] : INFO : Epoch 1655 | loss: 0.0310836 | val_loss: 0.0312322 | Time: 1622.68 ms [2021-03-09 17:50:56 main:574] : INFO : Epoch 1656 | loss: 0.0310944 | val_loss: 0.0311982 | Time: 1527.58 ms [2021-03-09 17:50:57 main:574] : INFO : Epoch 1657 | loss: 0.0311271 | val_loss: 0.0312018 | Time: 1790.85 ms [2021-03-09 17:50:59 main:574] : INFO : Epoch 1658 | loss: 0.0311145 | val_loss: 0.0312075 | Time: 1761.26 ms [2021-03-09 17:51:01 main:574] : INFO : Epoch 1659 | loss: 0.0311093 | val_loss: 0.0312155 | Time: 1680.78 ms [2021-03-09 17:51:03 main:574] : INFO : Epoch 1660 | loss: 0.0311055 | val_loss: 0.031214 | Time: 1700.06 ms [2021-03-09 17:51:04 main:574] : INFO : Epoch 1661 | loss: 0.0311071 | val_loss: 0.0312199 | Time: 1611.47 ms [2021-03-09 17:51:06 main:574] : INFO : Epoch 1662 | loss: 0.0311015 | val_loss: 0.0312256 | Time: 1548.9 ms [2021-03-09 17:51:07 main:574] : INFO : Epoch 1663 | loss: 0.0310997 | val_loss: 0.0312122 | Time: 1750.64 ms [2021-03-09 17:51:09 main:574] : INFO : Epoch 1664 | loss: 0.0310964 | val_loss: 0.0312166 | Time: 1743.5 ms [2021-03-09 17:51:11 main:574] : INFO : Epoch 1665 | loss: 0.0310962 | val_loss: 0.0312279 | Time: 1719.42 ms [2021-03-09 17:51:13 main:574] : INFO : Epoch 1666 | loss: 0.0311005 | val_loss: 0.0312199 | Time: 1806.03 ms [2021-03-09 17:51:14 main:574] : INFO : Epoch 1667 | loss: 0.0310921 | val_loss: 0.0312146 | Time: 1524.56 ms [2021-03-09 17:51:16 main:574] : INFO : Epoch 1668 | loss: 0.0310881 | val_loss: 0.0312231 | Time: 1614.35 ms [2021-03-09 17:51:18 main:574] : INFO : Epoch 1669 | loss: 0.0310859 | val_loss: 0.0312106 | Time: 1798.65 ms [2021-03-09 17:51:20 main:574] : INFO : Epoch 1670 | loss: 0.0310843 | val_loss: 0.0312237 | Time: 1795.86 ms [2021-03-09 17:51:21 main:574] : INFO : Epoch 1671 | loss: 0.0310925 | val_loss: 0.0312301 | Time: 1775.33 ms [2021-03-09 17:51:23 main:574] : INFO : Epoch 1672 | loss: 0.031089 | val_loss: 0.0312235 | Time: 1695.14 ms [2021-03-09 17:51:24 main:574] : INFO : Epoch 1673 | loss: 0.0310996 | val_loss: 0.031214 | Time: 1477.64 ms [2021-03-09 17:51:26 main:574] : INFO : Epoch 1674 | loss: 0.0310953 | val_loss: 0.0312299 | Time: 1587.66 ms [2021-03-09 17:51:28 main:574] : INFO : Epoch 1675 | loss: 0.0310908 | val_loss: 0.0312199 | Time: 1759.83 ms [2021-03-09 17:51:30 main:574] : INFO : Epoch 1676 | loss: 0.0311264 | val_loss: 0.0314351 | Time: 1759.48 ms [2021-03-09 17:51:31 main:574] : INFO : Epoch 1677 | loss: 0.0330307 | val_loss: 0.0317789 | Time: 1783.68 ms [2021-03-09 17:51:33 main:574] : INFO : Epoch 1678 | loss: 0.0319337 | val_loss: 0.0314399 | Time: 1771.1 ms [2021-03-09 17:51:35 main:574] : INFO : Epoch 1679 | loss: 0.0312937 | val_loss: 0.0312298 | Time: 1423.23 ms [2021-03-09 17:51:36 main:574] : INFO : Epoch 1680 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 1719.97 ms [2021-03-09 17:51:38 main:574] : INFO : Epoch 1681 | loss: 0.031172 | val_loss: 0.0311898 | Time: 1792.1 ms [2021-03-09 17:51:40 main:574] : INFO : Epoch 1682 | loss: 0.0311645 | val_loss: 0.0311879 | Time: 1698.17 ms [2021-03-09 17:51:42 main:574] : INFO : Epoch 1683 | loss: 0.0311593 | val_loss: 0.0311815 | Time: 1780.73 ms [2021-03-09 17:51:43 main:574] : INFO : Epoch 1684 | loss: 0.0311554 | val_loss: 0.03118 | Time: 1713.87 ms [2021-03-09 17:51:45 main:574] : INFO : Epoch 1685 | loss: 0.0311521 | val_loss: 0.0311858 | Time: 1422.83 ms [2021-03-09 17:51:46 main:574] : INFO : Epoch 1686 | loss: 0.0311524 | val_loss: 0.0311818 | Time: 1646.08 ms [2021-03-09 17:51:48 main:574] : INFO : Epoch 1687 | loss: 0.0311492 | val_loss: 0.0311846 | Time: 1758.81 ms [2021-03-09 17:51:50 main:574] : INFO : Epoch 1688 | loss: 0.0311482 | val_loss: 0.0311837 | Time: 1715 ms [2021-03-09 17:51:52 main:574] : INFO : Epoch 1689 | loss: 0.0311467 | val_loss: 0.0311847 | Time: 1791.26 ms [2021-03-09 17:51:54 main:574] : INFO : Epoch 1690 | loss: 0.03115 | val_loss: 0.0311852 | Time: 1822.69 ms [2021-03-09 17:51:55 main:574] : INFO : Epoch 1691 | loss: 0.0311469 | val_loss: 0.0311863 | Time: 1453.84 ms [2021-03-09 17:51:57 main:574] : INFO : Epoch 1692 | loss: 0.0311435 | val_loss: 0.0311891 | Time: 1841.24 ms [2021-03-09 17:51:59 main:574] : INFO : Epoch 1693 | loss: 0.0311392 | val_loss: 0.0311933 | Time: 1827.67 ms [2021-03-09 17:52:01 main:574] : INFO : Epoch 1694 | loss: 0.0311365 | val_loss: 0.0311904 | Time: 1786.86 ms [2021-03-09 17:52:02 main:574] : INFO : Epoch 1695 | loss: 0.031134 | val_loss: 0.0311889 | Time: 1868.83 ms [2021-03-09 17:52:04 main:574] : INFO : Epoch 1696 | loss: 0.0311336 | val_loss: 0.0311948 | Time: 1687.65 ms [2021-03-09 17:52:06 main:574] : INFO : Epoch 1697 | loss: 0.0311357 | val_loss: 0.0311882 | Time: 1512.04 ms [2021-03-09 17:52:07 main:574] : INFO : Epoch 1698 | loss: 0.0311325 | val_loss: 0.0311962 | Time: 1745.56 ms [2021-03-09 17:52:09 main:574] : INFO : Epoch 1699 | loss: 0.031133 | val_loss: 0.0311899 | Time: 1668.69 ms [2021-03-09 17:52:11 main:574] : INFO : Epoch 1700 | loss: 0.0311274 | val_loss: 0.0312021 | Time: 1722.79 ms [2021-03-09 17:52:13 main:574] : INFO : Epoch 1701 | loss: 0.0311232 | val_loss: 0.031197 | Time: 1714.3 ms [2021-03-09 17:52:14 main:574] : INFO : Epoch 1702 | loss: 0.031122 | val_loss: 0.0311964 | Time: 1640.36 ms [2021-03-09 17:52:16 main:574] : INFO : Epoch 1703 | loss: 0.0311189 | val_loss: 0.031204 | Time: 1639.27 ms [2021-03-09 17:52:18 main:574] : INFO : Epoch 1704 | loss: 0.0311248 | val_loss: 0.0311968 | Time: 1757.3 ms [2021-03-09 17:52:19 main:574] : INFO : Epoch 1705 | loss: 0.0311268 | val_loss: 0.0312006 | Time: 1699.7 ms [2021-03-09 17:52:21 main:574] : INFO : Epoch 1706 | loss: 0.0311267 | val_loss: 0.0312014 | Time: 1588.71 ms [2021-03-09 17:52:23 main:574] : INFO : Epoch 1707 | loss: 0.0311256 | val_loss: 0.0311962 | Time: 1668.89 ms [2021-03-09 17:52:24 main:574] : INFO : Epoch 1708 | loss: 0.0311231 | val_loss: 0.0311963 | Time: 1766.37 ms [2021-03-09 17:52:26 main:574] : INFO : Epoch 1709 | loss: 0.0311208 | val_loss: 0.0311996 | Time: 1606.72 ms [2021-03-09 17:52:28 main:574] : INFO : Epoch 1710 | loss: 0.0311186 | val_loss: 0.0312059 | Time: 1604.5 ms [2021-03-09 17:52:29 main:574] : INFO : Epoch 1711 | loss: 0.0311159 | val_loss: 0.031206 | Time: 1812.29 ms [2021-03-09 17:52:31 main:574] : INFO : Epoch 1712 | loss: 0.0311148 | val_loss: 0.0312073 | Time: 1715.42 ms [2021-03-09 17:52:33 main:574] : INFO : Epoch 1713 | loss: 0.0311144 | val_loss: 0.0312072 | Time: 1751.55 ms [2021-03-09 17:52:35 main:574] : INFO : Epoch 1714 | loss: 0.0311158 | val_loss: 0.0312011 | Time: 1890.8 ms [2021-03-09 17:52:36 main:574] : INFO : Epoch 1715 | loss: 0.0311178 | val_loss: 0.0312056 | Time: 1493.22 ms [2021-03-09 17:52:38 main:574] : INFO : Epoch 1716 | loss: 0.031115 | val_loss: 0.0311996 | Time: 1591.58 ms [2021-03-09 17:52:40 main:574] : INFO : Epoch 1717 | loss: 0.0311113 | val_loss: 0.0312055 | Time: 1746.35 ms [2021-03-09 17:52:41 main:574] : INFO : Epoch 1718 | loss: 0.03111 | val_loss: 0.0312066 | Time: 1828.24 ms [2021-03-09 17:52:43 main:574] : INFO : Epoch 1719 | loss: 0.0311115 | val_loss: 0.0312135 | Time: 1872.41 ms [2021-03-09 17:52:45 main:574] : INFO : Epoch 1720 | loss: 0.0311108 | val_loss: 0.0312048 | Time: 1818.04 ms [2021-03-09 17:52:47 main:574] : INFO : Epoch 1721 | loss: 0.0311077 | val_loss: 0.0312121 | Time: 1455.86 ms [2021-03-09 17:52:48 main:574] : INFO : Epoch 1722 | loss: 0.0311143 | val_loss: 0.0312058 | Time: 1656.48 ms [2021-03-09 17:52:50 main:574] : INFO : Epoch 1723 | loss: 0.0311081 | val_loss: 0.0312057 | Time: 1752.6 ms [2021-03-09 17:52:52 main:574] : INFO : Epoch 1724 | loss: 0.0311081 | val_loss: 0.0312112 | Time: 1729.6 ms [2021-03-09 17:52:54 main:574] : INFO : Epoch 1725 | loss: 0.0311095 | val_loss: 0.0312126 | Time: 1785.36 ms [2021-03-09 17:52:55 main:574] : INFO : Epoch 1726 | loss: 0.0311073 | val_loss: 0.0312121 | Time: 1772.19 ms [2021-03-09 17:52:57 main:574] : INFO : Epoch 1727 | loss: 0.0311054 | val_loss: 0.0312079 | Time: 1413.89 ms [2021-03-09 17:52:59 main:574] : INFO : Epoch 1728 | loss: 0.0311053 | val_loss: 0.0312084 | Time: 1855.81 ms [2021-03-09 17:53:00 main:574] : INFO : Epoch 1729 | loss: 0.0311078 | val_loss: 0.0312123 | Time: 1724.7 ms [2021-03-09 17:53:02 main:574] : INFO : Epoch 1730 | loss: 0.0311104 | val_loss: 0.0312028 | Time: 1805.98 ms [2021-03-09 17:53:04 main:574] : INFO : Epoch 1731 | loss: 0.0311258 | val_loss: 0.0312034 | Time: 1778.76 ms [2021-03-09 17:53:06 main:574] : INFO : Epoch 1732 | loss: 0.0311276 | val_loss: 0.0312052 | Time: 1694.02 ms [2021-03-09 17:53:07 main:574] : INFO : Epoch 1733 | loss: 0.0311238 | val_loss: 0.0312161 | Time: 1462.15 ms [2021-03-09 17:53:09 main:574] : INFO : Epoch 1734 | loss: 0.0311218 | val_loss: 0.0312136 | Time: 1715.28 ms [2021-03-09 17:53:11 main:574] : INFO : Epoch 1735 | loss: 0.0311169 | val_loss: 0.0312021 | Time: 1830.43 ms [2021-03-09 17:53:13 main:574] : INFO : Epoch 1736 | loss: 0.0311242 | val_loss: 0.0312016 | Time: 1769.19 ms [2021-03-09 17:53:14 main:574] : INFO : Epoch 1737 | loss: 0.0311302 | val_loss: 0.031195 | Time: 1820.43 ms [2021-03-09 17:53:16 main:574] : INFO : Epoch 1738 | loss: 0.0311346 | val_loss: 0.0312021 | Time: 1585.57 ms [2021-03-09 17:53:17 main:574] : INFO : Epoch 1739 | loss: 0.0311334 | val_loss: 0.0311961 | Time: 1532.23 ms [2021-03-09 17:53:19 main:574] : INFO : Epoch 1740 | loss: 0.0311301 | val_loss: 0.031209 | Time: 1735.46 ms [2021-03-09 17:53:21 main:574] : INFO : Epoch 1741 | loss: 0.0311266 | val_loss: 0.0312063 | Time: 1780.29 ms [2021-03-09 17:53:23 main:574] : INFO : Epoch 1742 | loss: 0.0311242 | val_loss: 0.0312077 | Time: 1834 ms [2021-03-09 17:53:25 main:574] : INFO : Epoch 1743 | loss: 0.0311163 | val_loss: 0.0312104 | Time: 1835.57 ms [2021-03-09 17:53:26 main:574] : INFO : Epoch 1744 | loss: 0.0311159 | val_loss: 0.0312123 | Time: 1540.97 ms [2021-03-09 17:53:28 main:574] : INFO : Epoch 1745 | loss: 0.0311119 | val_loss: 0.0312044 | Time: 1594.78 ms [2021-03-09 17:53:30 main:574] : INFO : Epoch 1746 | loss: 0.0311103 | val_loss: 0.0311982 | Time: 1843.23 ms [2021-03-09 17:53:31 main:574] : INFO : Epoch 1747 | loss: 0.0311079 | val_loss: 0.0312129 | Time: 1782.77 ms [2021-03-09 17:53:33 main:574] : INFO : Epoch 1748 | loss: 0.0311072 | val_loss: 0.0312134 | Time: 1838.64 ms [2021-03-09 17:53:35 main:574] : INFO : Epoch 1749 | loss: 0.0311067 | val_loss: 0.0312132 | Time: 1802.93 ms [2021-03-09 17:53:37 main:574] : INFO : Epoch 1750 | loss: 0.0311143 | val_loss: 0.0312203 | Time: 1453.46 ms [2021-03-09 17:53:38 main:574] : INFO : Epoch 1751 | loss: 0.0311079 | val_loss: 0.0312047 | Time: 1714.56 ms [2021-03-09 17:53:40 main:574] : INFO : Epoch 1752 | loss: 0.0311054 | val_loss: 0.031214 | Time: 1783.71 ms [2021-03-09 17:53:42 main:574] : INFO : Epoch 1753 | loss: 0.0311065 | val_loss: 0.0312178 | Time: 1784.76 ms [2021-03-09 17:53:44 main:574] : INFO : Epoch 1754 | loss: 0.0311166 | val_loss: 0.0312021 | Time: 1768.06 ms [2021-03-09 17:53:46 main:574] : INFO : Epoch 1755 | loss: 0.0311219 | val_loss: 0.0312139 | Time: 1827.83 ms [2021-03-09 17:53:47 main:574] : INFO : Epoch 1756 | loss: 0.0311125 | val_loss: 0.0312176 | Time: 1425.36 ms [2021-03-09 17:53:49 main:574] : INFO : Epoch 1757 | loss: 0.0311129 | val_loss: 0.0312183 | Time: 1820.53 ms [2021-03-09 17:53:51 main:574] : INFO : Epoch 1758 | loss: 0.0311098 | val_loss: 0.0312084 | Time: 1843.49 ms [2021-03-09 17:53:52 main:574] : INFO : Epoch 1759 | loss: 0.0311078 | val_loss: 0.0312084 | Time: 1771.98 ms [2021-03-09 17:53:54 main:574] : INFO : Epoch 1760 | loss: 0.031109 | val_loss: 0.0312052 | Time: 1776.87 ms [2021-03-09 17:53:56 main:574] : INFO : Epoch 1761 | loss: 0.0311087 | val_loss: 0.0312067 | Time: 1663.13 ms [2021-03-09 17:53:57 main:574] : INFO : Epoch 1762 | loss: 0.0311095 | val_loss: 0.0312021 | Time: 1503.82 ms [2021-03-09 17:53:59 main:574] : INFO : Epoch 1763 | loss: 0.0311102 | val_loss: 0.0312046 | Time: 1782.98 ms [2021-03-09 17:54:01 main:574] : INFO : Epoch 1764 | loss: 0.0311179 | val_loss: 0.0312115 | Time: 1813.31 ms [2021-03-09 17:54:03 main:574] : INFO : Epoch 1765 | loss: 0.0311191 | val_loss: 0.0312048 | Time: 1853.83 ms [2021-03-09 17:54:05 main:574] : INFO : Epoch 1766 | loss: 0.0311134 | val_loss: 0.0312104 | Time: 1855 ms [2021-03-09 17:54:06 main:574] : INFO : Epoch 1767 | loss: 0.0311101 | val_loss: 0.0312071 | Time: 1557.53 ms [2021-03-09 17:54:08 main:574] : INFO : Epoch 1768 | loss: 0.0311086 | val_loss: 0.0312087 | Time: 1577.17 ms [2021-03-09 17:54:10 main:574] : INFO : Epoch 1769 | loss: 0.0311043 | val_loss: 0.0312024 | Time: 1804.35 ms [2021-03-09 17:54:12 main:574] : INFO : Epoch 1770 | loss: 0.0311045 | val_loss: 0.0312079 | Time: 1808.27 ms [2021-03-09 17:54:13 main:574] : INFO : Epoch 1771 | loss: 0.0311073 | val_loss: 0.0312138 | Time: 1796.57 ms [2021-03-09 17:54:15 main:574] : INFO : Epoch 1772 | loss: 0.0311047 | val_loss: 0.0312044 | Time: 1794.86 ms [2021-03-09 17:54:17 main:574] : INFO : Epoch 1773 | loss: 0.0311052 | val_loss: 0.0312209 | Time: 1461.03 ms [2021-03-09 17:54:18 main:574] : INFO : Epoch 1774 | loss: 0.0311042 | val_loss: 0.0311971 | Time: 1723.13 ms [2021-03-09 17:54:20 main:574] : INFO : Epoch 1775 | loss: 0.0311044 | val_loss: 0.0312117 | Time: 1793.68 ms [2021-03-09 17:54:22 main:574] : INFO : Epoch 1776 | loss: 0.0311067 | val_loss: 0.0312097 | Time: 1843.23 ms [2021-03-09 17:54:24 main:574] : INFO : Epoch 1777 | loss: 0.0310987 | val_loss: 0.0312135 | Time: 1850.13 ms [2021-03-09 17:54:26 main:574] : INFO : Epoch 1778 | loss: 0.0310992 | val_loss: 0.0312093 | Time: 1771.35 ms [2021-03-09 17:54:27 main:574] : INFO : Epoch 1779 | loss: 0.0310994 | val_loss: 0.0312294 | Time: 1421.63 ms [2021-03-09 17:54:29 main:574] : INFO : Epoch 1780 | loss: 0.031101 | val_loss: 0.0312082 | Time: 1861.46 ms [2021-03-09 17:54:31 main:574] : INFO : Epoch 1781 | loss: 0.0310984 | val_loss: 0.0312166 | Time: 1801.98 ms [2021-03-09 17:54:32 main:574] : INFO : Epoch 1782 | loss: 0.0310992 | val_loss: 0.0312232 | Time: 1756.16 ms [2021-03-09 17:54:34 main:574] : INFO : Epoch 1783 | loss: 0.0311015 | val_loss: 0.0312119 | Time: 1853.37 ms [2021-03-09 17:54:36 main:574] : INFO : Epoch 1784 | loss: 0.0310967 | val_loss: 0.0312115 | Time: 1678.25 ms [2021-03-09 17:54:38 main:574] : INFO : Epoch 1785 | loss: 0.031099 | val_loss: 0.0312249 | Time: 1542.79 ms [2021-03-09 17:54:39 main:574] : INFO : Epoch 1786 | loss: 0.0311081 | val_loss: 0.0312085 | Time: 1735.74 ms [2021-03-09 17:54:41 main:574] : INFO : Epoch 1787 | loss: 0.0311008 | val_loss: 0.0312116 | Time: 1783.92 ms [2021-03-09 17:54:43 main:574] : INFO : Epoch 1788 | loss: 0.031102 | val_loss: 0.0312157 | Time: 1756.34 ms [2021-03-09 17:54:45 main:574] : INFO : Epoch 1789 | loss: 0.0311064 | val_loss: 0.0312255 | Time: 1804.82 ms [2021-03-09 17:54:46 main:574] : INFO : Epoch 1790 | loss: 0.0310994 | val_loss: 0.0312073 | Time: 1596.01 ms [2021-03-09 17:54:48 main:574] : INFO : Epoch 1791 | loss: 0.031097 | val_loss: 0.0312114 | Time: 1522.61 ms [2021-03-09 17:54:50 main:574] : INFO : Epoch 1792 | loss: 0.031104 | val_loss: 0.0312104 | Time: 1762.69 ms [2021-03-09 17:54:51 main:574] : INFO : Epoch 1793 | loss: 0.0311028 | val_loss: 0.0312099 | Time: 1787.28 ms [2021-03-09 17:54:53 main:574] : INFO : Epoch 1794 | loss: 0.0311101 | val_loss: 0.0312055 | Time: 1741.57 ms [2021-03-09 17:54:55 main:574] : INFO : Epoch 1795 | loss: 0.0311064 | val_loss: 0.0312126 | Time: 1778.31 ms [2021-03-09 17:54:56 main:574] : INFO : Epoch 1796 | loss: 0.0311026 | val_loss: 0.0312137 | Time: 1515.53 ms [2021-03-09 17:54:58 main:574] : INFO : Epoch 1797 | loss: 0.0311026 | val_loss: 0.0312188 | Time: 1627.29 ms [2021-03-09 17:55:00 main:574] : INFO : Epoch 1798 | loss: 0.0310983 | val_loss: 0.0312022 | Time: 1813.11 ms [2021-03-09 17:55:02 main:574] : INFO : Epoch 1799 | loss: 0.0311034 | val_loss: 0.0312166 | Time: 1813.47 ms [2021-03-09 17:55:03 main:574] : INFO : Epoch 1800 | loss: 0.0311023 | val_loss: 0.0312144 | Time: 1742.65 ms [2021-03-09 17:55:05 main:574] : INFO : Epoch 1801 | loss: 0.0310925 | val_loss: 0.0312175 | Time: 1722.05 ms [2021-03-09 17:55:07 main:574] : INFO : Epoch 1802 | loss: 0.031097 | val_loss: 0.031212 | Time: 1509.22 ms [2021-03-09 17:55:08 main:574] : INFO : Epoch 1803 | loss: 0.0311031 | val_loss: 0.0312063 | Time: 1656.5 ms [2021-03-09 17:55:10 main:574] : INFO : Epoch 1804 | loss: 0.0311204 | val_loss: 0.0312014 | Time: 1736.53 ms [2021-03-09 17:55:12 main:574] : INFO : Epoch 1805 | loss: 0.0311157 | val_loss: 0.0311976 | Time: 1769.31 ms [2021-03-09 17:55:14 main:574] : INFO : Epoch 1806 | loss: 0.0311145 | val_loss: 0.0311968 | Time: 1742.33 ms [2021-03-09 17:55:15 main:574] : INFO : Epoch 1807 | loss: 0.0311106 | val_loss: 0.031208 | Time: 1790.19 ms [2021-03-09 17:55:17 main:574] : INFO : Epoch 1808 | loss: 0.0311168 | val_loss: 0.0311983 | Time: 1447.22 ms [2021-03-09 17:55:19 main:574] : INFO : Epoch 1809 | loss: 0.0311165 | val_loss: 0.0311975 | Time: 1717.96 ms [2021-03-09 17:55:20 main:574] : INFO : Epoch 1810 | loss: 0.0311117 | val_loss: 0.0312156 | Time: 1772.44 ms [2021-03-09 17:55:22 main:574] : INFO : Epoch 1811 | loss: 0.0311057 | val_loss: 0.0311998 | Time: 1768.55 ms [2021-03-09 17:55:24 main:574] : INFO : Epoch 1812 | loss: 0.0311055 | val_loss: 0.0311971 | Time: 1761.81 ms [2021-03-09 17:55:26 main:574] : INFO : Epoch 1813 | loss: 0.0311058 | val_loss: 0.031197 | Time: 1710.47 ms [2021-03-09 17:55:27 main:574] : INFO : Epoch 1814 | loss: 0.0311112 | val_loss: 0.0312025 | Time: 1439.5 ms [2021-03-09 17:55:29 main:574] : INFO : Epoch 1815 | loss: 0.0311021 | val_loss: 0.0312175 | Time: 1807.32 ms [2021-03-09 17:55:31 main:574] : INFO : Epoch 1816 | loss: 0.031105 | val_loss: 0.0312045 | Time: 1821.06 ms [2021-03-09 17:55:33 main:574] : INFO : Epoch 1817 | loss: 0.0311007 | val_loss: 0.0312144 | Time: 1820 ms [2021-03-09 17:55:34 main:574] : INFO : Epoch 1818 | loss: 0.0310996 | val_loss: 0.0312197 | Time: 1797.83 ms [2021-03-09 17:55:36 main:574] : INFO : Epoch 1819 | loss: 0.0311017 | val_loss: 0.0312101 | Time: 1625.61 ms [2021-03-09 17:55:38 main:574] : INFO : Epoch 1820 | loss: 0.0310989 | val_loss: 0.0312156 | Time: 1499.02 ms [2021-03-09 17:55:39 main:574] : INFO : Epoch 1821 | loss: 0.0311009 | val_loss: 0.0312139 | Time: 1768.57 ms [2021-03-09 17:55:41 main:574] : INFO : Epoch 1822 | loss: 0.0311001 | val_loss: 0.0312199 | Time: 1780.93 ms [2021-03-09 17:55:43 main:574] : INFO : Epoch 1823 | loss: 0.0311094 | val_loss: 0.0312234 | Time: 1796.91 ms [2021-03-09 17:55:45 main:574] : INFO : Epoch 1824 | loss: 0.0311019 | val_loss: 0.0312076 | Time: 1813.22 ms [2021-03-09 17:55:46 main:574] : INFO : Epoch 1825 | loss: 0.0310998 | val_loss: 0.0312124 | Time: 1567.32 ms [2021-03-09 17:55:48 main:574] : INFO : Epoch 1826 | loss: 0.0310973 | val_loss: 0.0312137 | Time: 1601.89 ms [2021-03-09 17:55:50 main:574] : INFO : Epoch 1827 | loss: 0.0310987 | val_loss: 0.0312164 | Time: 1806.45 ms [2021-03-09 17:55:52 main:574] : INFO : Epoch 1828 | loss: 0.0310989 | val_loss: 0.0312273 | Time: 1802.82 ms [2021-03-09 17:55:53 main:574] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.0312162 | Time: 1804.19 ms [2021-03-09 17:55:55 main:574] : INFO : Epoch 1830 | loss: 0.031107 | val_loss: 0.0312084 | Time: 1817.73 ms [2021-03-09 17:55:57 main:574] : INFO : Epoch 1831 | loss: 0.0311144 | val_loss: 0.0312125 | Time: 1536.64 ms [2021-03-09 17:55:58 main:574] : INFO : Epoch 1832 | loss: 0.0311135 | val_loss: 0.0312028 | Time: 1653.24 ms [2021-03-09 17:56:00 main:574] : INFO : Epoch 1833 | loss: 0.0311091 | val_loss: 0.031207 | Time: 1799.1 ms [2021-03-09 17:56:02 main:574] : INFO : Epoch 1834 | loss: 0.031108 | val_loss: 0.0311932 | Time: 1752.92 ms [2021-03-09 17:56:04 main:574] : INFO : Epoch 1835 | loss: 0.0311214 | val_loss: 0.0312015 | Time: 1798.6 ms [2021-03-09 17:56:06 main:574] : INFO : Epoch 1836 | loss: 0.0311171 | val_loss: 0.0311996 | Time: 1875.78 ms [2021-03-09 17:56:07 main:574] : INFO : Epoch 1837 | loss: 0.0311187 | val_loss: 0.0312035 | Time: 1394.19 ms [2021-03-09 17:56:09 main:574] : INFO : Epoch 1838 | loss: 0.0311065 | val_loss: 0.0312034 | Time: 1736.25 ms [2021-03-09 17:56:11 main:574] : INFO : Epoch 1839 | loss: 0.0311073 | val_loss: 0.0312119 | Time: 1851.22 ms [2021-03-09 17:56:13 main:574] : INFO : Epoch 1840 | loss: 0.031102 | val_loss: 0.0312139 | Time: 1864.64 ms [2021-03-09 17:56:14 main:574] : INFO : Epoch 1841 | loss: 0.0310995 | val_loss: 0.0312195 | Time: 1863.06 ms [2021-03-09 17:56:16 main:574] : INFO : Epoch 1842 | loss: 0.0311003 | val_loss: 0.031208 | Time: 1737.97 ms [2021-03-09 17:56:18 main:574] : INFO : Epoch 1843 | loss: 0.0311086 | val_loss: 0.0312069 | Time: 1778.16 ms [2021-03-09 17:56:20 main:574] : INFO : Epoch 1844 | loss: 0.0311039 | val_loss: 0.0312184 | Time: 1787.39 ms [2021-03-09 17:56:22 main:574] : INFO : Epoch 1845 | loss: 0.031104 | val_loss: 0.0312155 | Time: 1888.44 ms [2021-03-09 17:56:24 main:574] : INFO : Epoch 1846 | loss: 0.0310978 | val_loss: 0.0312046 | Time: 1857.02 ms [2021-03-09 17:56:25 main:574] : INFO : Epoch 1847 | loss: 0.0310932 | val_loss: 0.0312157 | Time: 1829.08 ms [2021-03-09 17:56:27 main:574] : INFO : Epoch 1848 | loss: 0.0310912 | val_loss: 0.0312228 | Time: 1474.34 ms [2021-03-09 17:56:29 main:574] : INFO : Epoch 1849 | loss: 0.0310895 | val_loss: 0.0312223 | Time: 1725.95 ms [2021-03-09 17:56:30 main:574] : INFO : Epoch 1850 | loss: 0.0311005 | val_loss: 0.0312169 | Time: 1809.29 ms [2021-03-09 17:56:32 main:574] : INFO : Epoch 1851 | loss: 0.0311017 | val_loss: 0.0312193 | Time: 1850.7 ms [2021-03-09 17:56:34 main:574] : INFO : Epoch 1852 | loss: 0.0310986 | val_loss: 0.0312197 | Time: 1846.05 ms [2021-03-09 17:56:36 main:574] : INFO : Epoch 1853 | loss: 0.0310993 | val_loss: 0.0312161 | Time: 1829.59 ms [2021-03-09 17:56:37 main:574] : INFO : Epoch 1854 | loss: 0.0310942 | val_loss: 0.0312088 | Time: 1442.06 ms [2021-03-09 17:56:39 main:574] : INFO : Epoch 1855 | loss: 0.0311019 | val_loss: 0.0312245 | Time: 1797.11 ms [2021-03-09 17:56:41 main:574] : INFO : Epoch 1856 | loss: 0.0310958 | val_loss: 0.031215 | Time: 1919.63 ms [2021-03-09 17:56:43 main:574] : INFO : Epoch 1857 | loss: 0.0310991 | val_loss: 0.031224 | Time: 1864.98 ms [2021-03-09 17:56:45 main:574] : INFO : Epoch 1858 | loss: 0.0310997 | val_loss: 0.0312075 | Time: 1820.14 ms [2021-03-09 17:56:46 main:574] : INFO : Epoch 1859 | loss: 0.0310975 | val_loss: 0.0312115 | Time: 1589.57 ms [2021-03-09 17:56:48 main:574] : INFO : Epoch 1860 | loss: 0.0310931 | val_loss: 0.0312323 | Time: 1634.12 ms [2021-03-09 17:56:50 main:574] : INFO : Epoch 1861 | loss: 0.0311022 | val_loss: 0.0312185 | Time: 1858.47 ms [2021-03-09 17:56:52 main:574] : INFO : Epoch 1862 | loss: 0.031104 | val_loss: 0.0312331 | Time: 1845.95 ms [2021-03-09 17:56:54 main:574] : INFO : Epoch 1863 | loss: 0.0311 | val_loss: 0.031207 | Time: 1856.25 ms [2021-03-09 17:56:55 main:574] : INFO : Epoch 1864 | loss: 0.0310927 | val_loss: 0.0312201 | Time: 1672.37 ms [2021-03-09 17:56:57 main:574] : INFO : Epoch 1865 | loss: 0.0310867 | val_loss: 0.0312293 | Time: 1588.04 ms [2021-03-09 17:56:59 main:574] : INFO : Epoch 1866 | loss: 0.0311024 | val_loss: 0.0312031 | Time: 1800.01 ms [2021-03-09 17:57:01 main:574] : INFO : Epoch 1867 | loss: 0.0311624 | val_loss: 0.0311889 | Time: 1766.73 ms [2021-03-09 17:57:02 main:574] : INFO : Epoch 1868 | loss: 0.0311567 | val_loss: 0.0311896 | Time: 1714.47 ms [2021-03-09 17:57:04 main:574] : INFO : Epoch 1869 | loss: 0.0311529 | val_loss: 0.0311848 | Time: 1740.54 ms [2021-03-09 17:57:06 main:574] : INFO : Epoch 1870 | loss: 0.0311446 | val_loss: 0.0311879 | Time: 1735.43 ms [2021-03-09 17:57:08 main:574] : INFO : Epoch 1871 | loss: 0.0311411 | val_loss: 0.0311846 | Time: 1858.5 ms [2021-03-09 17:57:09 main:574] : INFO : Epoch 1872 | loss: 0.0311371 | val_loss: 0.031191 | Time: 1414.39 ms [2021-03-09 17:57:11 main:574] : INFO : Epoch 1873 | loss: 0.0311313 | val_loss: 0.0311866 | Time: 1669.8 ms [2021-03-09 17:57:12 main:574] : INFO : Epoch 1874 | loss: 0.031129 | val_loss: 0.0311881 | Time: 1620.55 ms [2021-03-09 17:57:14 main:574] : INFO : Epoch 1875 | loss: 0.0311287 | val_loss: 0.0311893 | Time: 1751.37 ms [2021-03-09 17:57:16 main:574] : INFO : Epoch 1876 | loss: 0.0311289 | val_loss: 0.0311952 | Time: 1683.63 ms [2021-03-09 17:57:18 main:574] : INFO : Epoch 1877 | loss: 0.031126 | val_loss: 0.0311959 | Time: 1721.37 ms [2021-03-09 17:57:19 main:574] : INFO : Epoch 1878 | loss: 0.0311227 | val_loss: 0.0312039 | Time: 1446.88 ms [2021-03-09 17:57:21 main:574] : INFO : Epoch 1879 | loss: 0.0311221 | val_loss: 0.0311902 | Time: 1626.07 ms [2021-03-09 17:57:22 main:574] : INFO : Epoch 1880 | loss: 0.0311165 | val_loss: 0.0311918 | Time: 1793.91 ms [2021-03-09 17:57:24 main:574] : INFO : Epoch 1881 | loss: 0.0311162 | val_loss: 0.0311913 | Time: 1842.48 ms [2021-03-09 17:57:26 main:574] : INFO : Epoch 1882 | loss: 0.0311124 | val_loss: 0.0312014 | Time: 1711.63 ms [2021-03-09 17:57:28 main:574] : INFO : Epoch 1883 | loss: 0.0311098 | val_loss: 0.0312015 | Time: 1734.31 ms [2021-03-09 17:57:29 main:574] : INFO : Epoch 1884 | loss: 0.0311082 | val_loss: 0.031207 | Time: 1478.1 ms [2021-03-09 17:57:31 main:574] : INFO : Epoch 1885 | loss: 0.0311078 | val_loss: 0.0312057 | Time: 1755.77 ms [2021-03-09 17:57:33 main:574] : INFO : Epoch 1886 | loss: 0.031109 | val_loss: 0.0312068 | Time: 1816.04 ms [2021-03-09 17:57:35 main:574] : INFO : Epoch 1887 | loss: 0.0311132 | val_loss: 0.0311984 | Time: 1814.53 ms [2021-03-09 17:57:37 main:574] : INFO : Epoch 1888 | loss: 0.0311253 | val_loss: 0.0311955 | Time: 1854.1 ms [2021-03-09 17:57:38 main:574] : INFO : Epoch 1889 | loss: 0.0311194 | val_loss: 0.031198 | Time: 1738.23 ms [2021-03-09 17:57:40 main:574] : INFO : Epoch 1890 | loss: 0.0311145 | val_loss: 0.0312055 | Time: 1487.35 ms [2021-03-09 17:57:41 main:574] : INFO : Epoch 1891 | loss: 0.0311144 | val_loss: 0.0311961 | Time: 1723.62 ms [2021-03-09 17:57:43 main:574] : INFO : Epoch 1892 | loss: 0.0311176 | val_loss: 0.0312027 | Time: 1786.83 ms [2021-03-09 17:57:45 main:574] : INFO : Epoch 1893 | loss: 0.0311117 | val_loss: 0.0312035 | Time: 1719.82 ms [2021-03-09 17:57:47 main:574] : INFO : Epoch 1894 | loss: 0.0311087 | val_loss: 0.0312133 | Time: 1775.51 ms [2021-03-09 17:57:48 main:574] : INFO : Epoch 1895 | loss: 0.0311111 | val_loss: 0.0311999 | Time: 1640.33 ms [2021-03-09 17:57:50 main:574] : INFO : Epoch 1896 | loss: 0.0311051 | val_loss: 0.031204 | Time: 1487.35 ms [2021-03-09 17:57:52 main:574] : INFO : Epoch 1897 | loss: 0.0311029 | val_loss: 0.0312085 | Time: 1837.27 ms [2021-03-09 17:57:54 main:574] : INFO : Epoch 1898 | loss: 0.0310975 | val_loss: 0.0312062 | Time: 1730.86 ms [2021-03-09 17:57:55 main:574] : INFO : Epoch 1899 | loss: 0.0311019 | val_loss: 0.0312111 | Time: 1789.92 ms [2021-03-09 17:57:57 main:574] : INFO : Epoch 1900 | loss: 0.0311044 | val_loss: 0.0312035 | Time: 1799.07 ms [2021-03-09 17:57:59 main:574] : INFO : Epoch 1901 | loss: 0.0311028 | val_loss: 0.0312087 | Time: 1549.04 ms [2021-03-09 17:58:00 main:574] : INFO : Epoch 1902 | loss: 0.0311054 | val_loss: 0.0312001 | Time: 1575.49 ms [2021-03-09 17:58:02 main:574] : INFO : Epoch 1903 | loss: 0.0311059 | val_loss: 0.0312059 | Time: 1766.86 ms [2021-03-09 17:58:04 main:574] : INFO : Epoch 1904 | loss: 0.0311066 | val_loss: 0.0311982 | Time: 1836.29 ms [2021-03-09 17:58:06 main:574] : INFO : Epoch 1905 | loss: 0.0311013 | val_loss: 0.0312153 | Time: 1891.24 ms [2021-03-09 17:58:08 main:574] : INFO : Epoch 1906 | loss: 0.0311194 | val_loss: 0.0311981 | Time: 1789.81 ms [2021-03-09 17:58:09 main:574] : INFO : Epoch 1907 | loss: 0.0311138 | val_loss: 0.0312086 | Time: 1498.83 ms [2021-03-09 17:58:11 main:574] : INFO : Epoch 1908 | loss: 0.0311115 | val_loss: 0.0312059 | Time: 1682.85 ms [2021-03-09 17:58:13 main:574] : INFO : Epoch 1909 | loss: 0.0311119 | val_loss: 0.0312061 | Time: 1702.67 ms [2021-03-09 17:58:14 main:574] : INFO : Epoch 1910 | loss: 0.0311094 | val_loss: 0.0312077 | Time: 1713.05 ms [2021-03-09 17:58:16 main:574] : INFO : Epoch 1911 | loss: 0.0311054 | val_loss: 0.0312136 | Time: 1776.02 ms [2021-03-09 17:58:18 main:574] : INFO : Epoch 1912 | loss: 0.0311015 | val_loss: 0.0312178 | Time: 1766.92 ms [2021-03-09 17:58:19 main:574] : INFO : Epoch 1913 | loss: 0.0311114 | val_loss: 0.031215 | Time: 1465.22 ms [2021-03-09 17:58:21 main:574] : INFO : Epoch 1914 | loss: 0.0311058 | val_loss: 0.0312065 | Time: 1761.05 ms [2021-03-09 17:58:23 main:574] : INFO : Epoch 1915 | loss: 0.0311001 | val_loss: 0.0312154 | Time: 1808.29 ms [2021-03-09 17:58:25 main:574] : INFO : Epoch 1916 | loss: 0.0311044 | val_loss: 0.031214 | Time: 1781.51 ms [2021-03-09 17:58:26 main:574] : INFO : Epoch 1917 | loss: 0.0310978 | val_loss: 0.0312204 | Time: 1795.91 ms [2021-03-09 17:58:28 main:574] : INFO : Epoch 1918 | loss: 0.0310982 | val_loss: 0.0312147 | Time: 1774.61 ms [2021-03-09 17:58:30 main:574] : INFO : Epoch 1919 | loss: 0.0310995 | val_loss: 0.0312209 | Time: 1441.89 ms [2021-03-09 17:58:31 main:574] : INFO : Epoch 1920 | loss: 0.031099 | val_loss: 0.0311992 | Time: 1771.33 ms [2021-03-09 17:58:33 main:574] : INFO : Epoch 1921 | loss: 0.0310972 | val_loss: 0.0312134 | Time: 1727.97 ms [2021-03-09 17:58:35 main:574] : INFO : Epoch 1922 | loss: 0.0310939 | val_loss: 0.0312177 | Time: 1776.5 ms [2021-03-09 17:58:37 main:574] : INFO : Epoch 1923 | loss: 0.0310925 | val_loss: 0.0312096 | Time: 1795.59 ms [2021-03-09 17:58:38 main:574] : INFO : Epoch 1924 | loss: 0.0310966 | val_loss: 0.0312355 | Time: 1680.98 ms [2021-03-09 17:58:40 main:574] : INFO : Epoch 1925 | loss: 0.031092 | val_loss: 0.0312139 | Time: 1506.82 ms [2021-03-09 17:58:42 main:574] : INFO : Epoch 1926 | loss: 0.0310996 | val_loss: 0.0312104 | Time: 1831.54 ms [2021-03-09 17:58:44 main:574] : INFO : Epoch 1927 | loss: 0.0311019 | val_loss: 0.0312179 | Time: 1793.16 ms [2021-03-09 17:58:45 main:574] : INFO : Epoch 1928 | loss: 0.0311034 | val_loss: 0.0312081 | Time: 1716.64 ms [2021-03-09 17:58:47 main:574] : INFO : Epoch 1929 | loss: 0.0311011 | val_loss: 0.0312115 | Time: 1794.46 ms [2021-03-09 17:58:49 main:574] : INFO : Epoch 1930 | loss: 0.031098 | val_loss: 0.0312119 | Time: 1553 ms [2021-03-09 17:58:50 main:574] : INFO : Epoch 1931 | loss: 0.0311727 | val_loss: 0.0311932 | Time: 1508.2 ms [2021-03-09 17:58:52 main:574] : INFO : Epoch 1932 | loss: 0.0311683 | val_loss: 0.0311836 | Time: 1703.63 ms [2021-03-09 17:58:54 main:574] : INFO : Epoch 1933 | loss: 0.0311612 | val_loss: 0.0311816 | Time: 1679.27 ms [2021-03-09 17:58:55 main:574] : INFO : Epoch 1934 | loss: 0.0311553 | val_loss: 0.0311787 | Time: 1711.67 ms [2021-03-09 17:58:57 main:574] : INFO : Epoch 1935 | loss: 0.0311511 | val_loss: 0.0311794 | Time: 1734.32 ms [2021-03-09 17:58:59 main:574] : INFO : Epoch 1936 | loss: 0.0311482 | val_loss: 0.0311807 | Time: 1623.35 ms [2021-03-09 17:59:00 main:574] : INFO : Epoch 1937 | loss: 0.031145 | val_loss: 0.0311805 | Time: 1555.15 ms [2021-03-09 17:59:02 main:574] : INFO : Epoch 1938 | loss: 0.0311432 | val_loss: 0.0311803 | Time: 1902.6 ms [2021-03-09 17:59:04 main:574] : INFO : Epoch 1939 | loss: 0.0311407 | val_loss: 0.0311861 | Time: 1707.94 ms [2021-03-09 17:59:06 main:574] : INFO : Epoch 1940 | loss: 0.0311395 | val_loss: 0.0311814 | Time: 1821.76 ms [2021-03-09 17:59:08 main:574] : INFO : Epoch 1941 | loss: 0.0311385 | val_loss: 0.0311833 | Time: 1801.17 ms [2021-03-09 17:59:09 main:574] : INFO : Epoch 1942 | loss: 0.0311379 | val_loss: 0.0311852 | Time: 1536.83 ms [2021-03-09 17:59:11 main:574] : INFO : Epoch 1943 | loss: 0.0311369 | val_loss: 0.0311845 | Time: 1607.29 ms [2021-03-09 17:59:13 main:574] : INFO : Epoch 1944 | loss: 0.0311362 | val_loss: 0.0311855 | Time: 1876.41 ms [2021-03-09 17:59:14 main:574] : INFO : Epoch 1945 | loss: 0.0311336 | val_loss: 0.0311837 | Time: 1831.75 ms [2021-03-09 17:59:16 main:574] : INFO : Epoch 1946 | loss: 0.0311351 | val_loss: 0.031183 | Time: 1704.33 ms [2021-03-09 17:59:18 main:574] : INFO : Epoch 1947 | loss: 0.0311322 | val_loss: 0.0311837 | Time: 1730 ms [2021-03-09 17:59:19 main:574] : INFO : Epoch 1948 | loss: 0.0311318 | val_loss: 0.0311869 | Time: 1436.45 ms [2021-03-09 17:59:21 main:574] : INFO : Epoch 1949 | loss: 0.0311287 | val_loss: 0.0311871 | Time: 1660.97 ms [2021-03-09 17:59:23 main:574] : INFO : Epoch 1950 | loss: 0.0311318 | val_loss: 0.0311876 | Time: 1797.08 ms [2021-03-09 17:59:25 main:574] : INFO : Epoch 1951 | loss: 0.0311334 | val_loss: 0.0311917 | Time: 1764.91 ms [2021-03-09 17:59:26 main:574] : INFO : Epoch 1952 | loss: 0.0311312 | val_loss: 0.0311917 | Time: 1797.25 ms [2021-03-09 17:59:28 main:574] : INFO : Epoch 1953 | loss: 0.0311273 | val_loss: 0.0311879 | Time: 1734.83 ms [2021-03-09 17:59:30 main:574] : INFO : Epoch 1954 | loss: 0.0311348 | val_loss: 0.0311837 | Time: 1453.97 ms [2021-03-09 17:59:31 main:574] : INFO : Epoch 1955 | loss: 0.0311316 | val_loss: 0.0311875 | Time: 1797.3 ms [2021-03-09 17:59:33 main:574] : INFO : Epoch 1956 | loss: 0.0311289 | val_loss: 0.0311882 | Time: 1736.08 ms [2021-03-09 17:59:35 main:574] : INFO : Epoch 1957 | loss: 0.0311273 | val_loss: 0.0311918 | Time: 1870.25 ms [2021-03-09 17:59:37 main:574] : INFO : Epoch 1958 | loss: 0.0311289 | val_loss: 0.0311965 | Time: 1758.98 ms [2021-03-09 17:59:38 main:574] : INFO : Epoch 1959 | loss: 0.0311264 | val_loss: 0.03119 | Time: 1672.73 ms [2021-03-09 17:59:40 main:574] : INFO : Epoch 1960 | loss: 0.0311271 | val_loss: 0.0311937 | Time: 1483.9 ms [2021-03-09 17:59:42 main:574] : INFO : Epoch 1961 | loss: 0.0311247 | val_loss: 0.0311923 | Time: 1796.17 ms [2021-03-09 17:59:44 main:574] : INFO : Epoch 1962 | loss: 0.0311284 | val_loss: 0.0311847 | Time: 1805.22 ms [2021-03-09 17:59:45 main:574] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311907 | Time: 1772.23 ms [2021-03-09 17:59:47 main:574] : INFO : Epoch 1964 | loss: 0.0311222 | val_loss: 0.0311923 | Time: 1828.23 ms [2021-03-09 17:59:49 main:574] : INFO : Epoch 1965 | loss: 0.0311242 | val_loss: 0.0311937 | Time: 1616.93 ms [2021-03-09 17:59:50 main:574] : INFO : Epoch 1966 | loss: 0.0311208 | val_loss: 0.0311902 | Time: 1573.46 ms [2021-03-09 17:59:52 main:574] : INFO : Epoch 1967 | loss: 0.031122 | val_loss: 0.0311924 | Time: 1736.65 ms [2021-03-09 17:59:54 main:574] : INFO : Epoch 1968 | loss: 0.0311209 | val_loss: 0.0311873 | Time: 1713.59 ms [2021-03-09 17:59:56 main:574] : INFO : Epoch 1969 | loss: 0.0311233 | val_loss: 0.0312012 | Time: 1824.05 ms [2021-03-09 17:59:58 main:574] : INFO : Epoch 1970 | loss: 0.0311221 | val_loss: 0.0311911 | Time: 1785.85 ms [2021-03-09 17:59:59 main:574] : INFO : Epoch 1971 | loss: 0.0311207 | val_loss: 0.0312021 | Time: 1590.41 ms [2021-03-09 18:00:01 main:574] : INFO : Epoch 1972 | loss: 0.0311238 | val_loss: 0.0311949 | Time: 1653.93 ms [2021-03-09 18:00:03 main:574] : INFO : Epoch 1973 | loss: 0.0311201 | val_loss: 0.0311965 | Time: 1720.25 ms [2021-03-09 18:00:04 main:574] : INFO : Epoch 1974 | loss: 0.0311236 | val_loss: 0.0311897 | Time: 1841.93 ms [2021-03-09 18:00:06 main:574] : INFO : Epoch 1975 | loss: 0.0311222 | val_loss: 0.0312092 | Time: 1829.3 ms [2021-03-09 18:00:08 main:574] : INFO : Epoch 1976 | loss: 0.0311202 | val_loss: 0.0312002 | Time: 1771.69 ms [2021-03-09 18:00:09 main:574] : INFO : Epoch 1977 | loss: 0.0311204 | val_loss: 0.031201 | Time: 1499.1 ms [2021-03-09 18:00:11 main:574] : INFO : Epoch 1978 | loss: 0.031119 | val_loss: 0.0311983 | Time: 1690.53 ms [2021-03-09 18:00:13 main:574] : INFO : Epoch 1979 | loss: 0.0311196 | val_loss: 0.0312056 | Time: 1787.84 ms [2021-03-09 18:00:15 main:574] : INFO : Epoch 1980 | loss: 0.0311246 | val_loss: 0.0311893 | Time: 1770.97 ms [2021-03-09 18:00:16 main:574] : INFO : Epoch 1981 | loss: 0.0311314 | val_loss: 0.0312057 | Time: 1708.64 ms [2021-03-09 18:00:18 main:574] : INFO : Epoch 1982 | loss: 0.0311306 | val_loss: 0.0311922 | Time: 1793.53 ms [2021-03-09 18:00:20 main:574] : INFO : Epoch 1983 | loss: 0.0311232 | val_loss: 0.0312039 | Time: 1398.41 ms [2021-03-09 18:00:21 main:574] : INFO : Epoch 1984 | loss: 0.0311282 | val_loss: 0.0311883 | Time: 1705.34 ms [2021-03-09 18:00:23 main:574] : INFO : Epoch 1985 | loss: 0.0311231 | val_loss: 0.031201 | Time: 1794.21 ms [2021-03-09 18:00:25 main:574] : INFO : Epoch 1986 | loss: 0.0311273 | val_loss: 0.031195 | Time: 1767.56 ms [2021-03-09 18:00:27 main:574] : INFO : Epoch 1987 | loss: 0.0311257 | val_loss: 0.0311974 | Time: 1749.13 ms [2021-03-09 18:00:29 main:574] : INFO : Epoch 1988 | loss: 0.0311211 | val_loss: 0.031201 | Time: 1771.77 ms [2021-03-09 18:00:30 main:574] : INFO : Epoch 1989 | loss: 0.0311215 | val_loss: 0.0311953 | Time: 1406.26 ms [2021-03-09 18:00:32 main:574] : INFO : Epoch 1990 | loss: 0.0311256 | val_loss: 0.0311969 | Time: 1789.66 ms [2021-03-09 18:00:34 main:574] : INFO : Epoch 1991 | loss: 0.0311239 | val_loss: 0.0312026 | Time: 1811.41 ms [2021-03-09 18:00:35 main:574] : INFO : Epoch 1992 | loss: 0.0311185 | val_loss: 0.0312005 | Time: 1809.74 ms [2021-03-09 18:00:37 main:574] : INFO : Epoch 1993 | loss: 0.0311454 | val_loss: 0.0312001 | Time: 1785.79 ms [2021-03-09 18:00:39 main:574] : INFO : Epoch 1994 | loss: 0.0311442 | val_loss: 0.0311846 | Time: 1639.82 ms [2021-03-09 18:00:40 main:574] : INFO : Epoch 1995 | loss: 0.0311382 | val_loss: 0.0311899 | Time: 1515.58 ms [2021-03-09 18:00:42 main:574] : INFO : Epoch 1996 | loss: 0.0311324 | val_loss: 0.0311893 | Time: 1731.14 ms [2021-03-09 18:00:44 main:574] : INFO : Epoch 1997 | loss: 0.031128 | val_loss: 0.0312005 | Time: 1760.37 ms [2021-03-09 18:00:46 main:574] : INFO : Epoch 1998 | loss: 0.0311272 | val_loss: 0.0312009 | Time: 1768.41 ms [2021-03-09 18:00:47 main:574] : INFO : Epoch 1999 | loss: 0.0311244 | val_loss: 0.0311978 | Time: 1764.04 ms [2021-03-09 18:00:49 main:574] : INFO : Epoch 2000 | loss: 0.0311246 | val_loss: 0.0311937 | Time: 1564.77 ms [2021-03-09 18:00:50 main:574] : INFO : Epoch 2001 | loss: 0.0311212 | val_loss: 0.0311937 | Time: 1484.61 ms [2021-03-09 18:00:52 main:574] : INFO : Epoch 2002 | loss: 0.0311232 | val_loss: 0.0312001 | Time: 1795.08 ms [2021-03-09 18:00:54 main:574] : INFO : Epoch 2003 | loss: 0.0311201 | val_loss: 0.0312085 | Time: 1785.36 ms [2021-03-09 18:00:56 main:574] : INFO : Epoch 2004 | loss: 0.0311234 | val_loss: 0.0311983 | Time: 1761.94 ms [2021-03-09 18:00:58 main:574] : INFO : Epoch 2005 | loss: 0.0311268 | val_loss: 0.0311968 | Time: 1733.08 ms [2021-03-09 18:00:59 main:574] : INFO : Epoch 2006 | loss: 0.0311224 | val_loss: 0.0311916 | Time: 1527.79 ms [2021-03-09 18:01:01 main:574] : INFO : Epoch 2007 | loss: 0.0311203 | val_loss: 0.0311991 | Time: 1537.78 ms [2021-03-09 18:01:02 main:574] : INFO : Epoch 2008 | loss: 0.031116 | val_loss: 0.031209 | Time: 1755.21 ms [2021-03-09 18:01:04 main:574] : INFO : Epoch 2009 | loss: 0.0311153 | val_loss: 0.0312125 | Time: 1802.12 ms [2021-03-09 18:01:06 main:574] : INFO : Epoch 2010 | loss: 0.0311184 | val_loss: 0.0311988 | Time: 1657.91 ms [2021-03-09 18:01:08 main:574] : INFO : Epoch 2011 | loss: 0.0311173 | val_loss: 0.0312068 | Time: 1771.94 ms [2021-03-09 18:01:09 main:574] : INFO : Epoch 2012 | loss: 0.0311177 | val_loss: 0.0311961 | Time: 1597.02 ms [2021-03-09 18:01:11 main:574] : INFO : Epoch 2013 | loss: 0.0311165 | val_loss: 0.0312066 | Time: 1576.92 ms [2021-03-09 18:01:13 main:574] : INFO : Epoch 2014 | loss: 0.0311179 | val_loss: 0.0312095 | Time: 1738.12 ms [2021-03-09 18:01:14 main:574] : INFO : Epoch 2015 | loss: 0.0311146 | val_loss: 0.031211 | Time: 1784.7 ms [2021-03-09 18:01:16 main:574] : INFO : Epoch 2016 | loss: 0.0311115 | val_loss: 0.0312094 | Time: 1824.16 ms [2021-03-09 18:01:18 main:574] : INFO : Epoch 2017 | loss: 0.0311111 | val_loss: 0.0311966 | Time: 1644.36 ms [2021-03-09 18:01:19 main:574] : INFO : Epoch 2018 | loss: 0.0311113 | val_loss: 0.0312019 | Time: 1501.28 ms [2021-03-09 18:01:21 main:574] : INFO : Epoch 2019 | loss: 0.0311135 | val_loss: 0.0311995 | Time: 1676.21 ms [2021-03-09 18:01:23 main:574] : INFO : Epoch 2020 | loss: 0.0311172 | val_loss: 0.0311921 | Time: 1737.41 ms [2021-03-09 18:01:25 main:574] : INFO : Epoch 2021 | loss: 0.0311186 | val_loss: 0.031206 | Time: 1798.78 ms [2021-03-09 18:01:26 main:574] : INFO : Epoch 2022 | loss: 0.0311115 | val_loss: 0.0312128 | Time: 1717.03 ms [2021-03-09 18:01:28 main:574] : INFO : Epoch 2023 | loss: 0.0311102 | val_loss: 0.0311968 | Time: 1751.52 ms [2021-03-09 18:01:30 main:574] : INFO : Epoch 2024 | loss: 0.0311127 | val_loss: 0.0312138 | Time: 1476.74 ms [2021-03-09 18:01:31 main:574] : INFO : Epoch 2025 | loss: 0.0311109 | val_loss: 0.0312023 | Time: 1686.58 ms [2021-03-09 18:01:33 main:574] : INFO : Epoch 2026 | loss: 0.0311084 | val_loss: 0.0312151 | Time: 1874.69 ms [2021-03-09 18:01:35 main:574] : INFO : Epoch 2027 | loss: 0.0311114 | val_loss: 0.031199 | Time: 1806.37 ms [2021-03-09 18:01:37 main:574] : INFO : Epoch 2028 | loss: 0.031112 | val_loss: 0.0311975 | Time: 1727.53 ms [2021-03-09 18:01:39 main:574] : INFO : Epoch 2029 | loss: 0.0311089 | val_loss: 0.0312076 | Time: 1769.53 ms [2021-03-09 18:01:40 main:574] : INFO : Epoch 2030 | loss: 0.0311116 | val_loss: 0.0312139 | Time: 1423.89 ms [2021-03-09 18:01:42 main:574] : INFO : Epoch 2031 | loss: 0.0311102 | val_loss: 0.0312033 | Time: 1765.17 ms [2021-03-09 18:01:43 main:574] : INFO : Epoch 2032 | loss: 0.0311078 | val_loss: 0.0312206 | Time: 1768.23 ms [2021-03-09 18:01:45 main:574] : INFO : Epoch 2033 | loss: 0.0311177 | val_loss: 0.0312038 | Time: 1763.21 ms [2021-03-09 18:01:47 main:574] : INFO : Epoch 2034 | loss: 0.0311181 | val_loss: 0.0312104 | Time: 1798.54 ms [2021-03-09 18:01:49 main:574] : INFO : Epoch 2035 | loss: 0.0311094 | val_loss: 0.0312046 | Time: 1703.55 ms [2021-03-09 18:01:50 main:574] : INFO : Epoch 2036 | loss: 0.0311116 | val_loss: 0.0312115 | Time: 1421.81 ms [2021-03-09 18:01:52 main:574] : INFO : Epoch 2037 | loss: 0.0311074 | val_loss: 0.0312119 | Time: 1751.24 ms [2021-03-09 18:01:54 main:574] : INFO : Epoch 2038 | loss: 0.0311088 | val_loss: 0.0312017 | Time: 1844.11 ms [2021-03-09 18:01:56 main:574] : INFO : Epoch 2039 | loss: 0.0311052 | val_loss: 0.0312078 | Time: 1749.56 ms [2021-03-09 18:01:57 main:574] : INFO : Epoch 2040 | loss: 0.0311097 | val_loss: 0.031209 | Time: 1745.2 ms [2021-03-09 18:01:59 main:574] : INFO : Epoch 2041 | loss: 0.0311033 | val_loss: 0.0312039 | Time: 1701.51 ms [2021-03-09 18:02:01 main:574] : INFO : Epoch 2042 | loss: 0.0311048 | val_loss: 0.0312083 | Time: 1536.95 ms [2021-03-09 18:02:02 main:574] : INFO : Epoch 2043 | loss: 0.0311113 | val_loss: 0.031203 | Time: 1734.56 ms [2021-03-09 18:02:04 main:574] : INFO : Epoch 2044 | loss: 0.0311128 | val_loss: 0.0312018 | Time: 1696.64 ms [2021-03-09 18:02:06 main:574] : INFO : Epoch 2045 | loss: 0.0311111 | val_loss: 0.0312044 | Time: 1775.66 ms [2021-03-09 18:02:08 main:574] : INFO : Epoch 2046 | loss: 0.0311138 | val_loss: 0.0311997 | Time: 1843.19 ms [2021-03-09 18:02:09 main:574] : INFO : Epoch 2047 | loss: 0.0311154 | val_loss: 0.0312041 | Time: 1571.76 ms [2021-03-09 18:02:11 main:574] : INFO : Epoch 2048 | loss: 0.0311161 | val_loss: 0.0312036 | Time: 1587.36 ms [2021-03-09 18:02:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2021-03-09 18:02:11 main:603] : INFO : Saving end state to config to file [2021-03-09 18:02:11 main:608] : INFO : Success, exiting.. 18:02:11 (9948): 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)