Task 9431043
| Name | ParityModified-1638638474-3524-0_0 |
| Workunit | 6847177 |
| Created | 4 Dec 2021, 17:21:15 UTC |
| Sent | 14 Dec 2021, 2:39:47 UTC |
| Report deadline | 22 Dec 2021, 2:39:47 UTC |
| Received | 18 Dec 2021, 14:43:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16494 |
| Run time | 1 hours 42 min 54 sec |
| CPU time | 1 hours 41 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311524 | val_loss: 0.0312014 | Time: 1702.9 ms [2021-12-18 08:27:48 main:574] : INFO : Epoch 1543 | loss: 0.0311537 | val_loss: 0.0311823 | Time: 1778.66 ms [2021-12-18 08:27:50 main:574] : INFO : Epoch 1544 | loss: 0.0311543 | val_loss: 0.0311789 | Time: 1991.51 ms [2021-12-18 08:27:51 main:574] : INFO : Epoch 1545 | loss: 0.03115 | val_loss: 0.0311797 | Time: 1718.53 ms [2021-12-18 08:27:53 main:574] : INFO : Epoch 1546 | loss: 0.0311492 | val_loss: 0.0311799 | Time: 1736.47 ms [2021-12-18 08:27:55 main:574] : INFO : Epoch 1547 | loss: 0.0311494 | val_loss: 0.0311788 | Time: 2035.78 ms [2021-12-18 08:27:57 main:574] : INFO : Epoch 1548 | loss: 0.031148 | val_loss: 0.0311807 | Time: 1737.71 ms [2021-12-18 08:27:59 main:574] : INFO : Epoch 1549 | loss: 0.0311483 | val_loss: 0.0311805 | Time: 1674.38 ms [2021-12-18 08:28:01 main:574] : INFO : Epoch 1550 | loss: 0.0311473 | val_loss: 0.0311929 | Time: 2066.66 ms [2021-12-18 08:28:02 main:574] : INFO : Epoch 1551 | loss: 0.0311494 | val_loss: 0.0311833 | Time: 1768.26 ms [2021-12-18 08:28:04 main:574] : INFO : Epoch 1552 | loss: 0.0311477 | val_loss: 0.0311861 | Time: 1673.04 ms [2021-12-18 08:28:06 main:574] : INFO : Epoch 1553 | loss: 0.0311474 | val_loss: 0.0311823 | Time: 2047.09 ms [2021-12-18 08:28:08 main:574] : INFO : Epoch 1554 | loss: 0.0311485 | val_loss: 0.031184 | Time: 1797.24 ms [2021-12-18 08:28:10 main:574] : INFO : Epoch 1555 | loss: 0.031147 | val_loss: 0.0311858 | Time: 1684.82 ms [2021-12-18 08:28:12 main:574] : INFO : Epoch 1556 | loss: 0.031145 | val_loss: 0.0311823 | Time: 2023.28 ms [2021-12-18 08:28:14 main:574] : INFO : Epoch 1557 | loss: 0.0311473 | val_loss: 0.0311901 | Time: 1810.67 ms [2021-12-18 08:28:15 main:574] : INFO : Epoch 1558 | loss: 0.0311503 | val_loss: 0.0311875 | Time: 1676.5 ms [2021-12-18 08:28:17 main:574] : INFO : Epoch 1559 | loss: 0.0311441 | val_loss: 0.0311853 | Time: 2012.4 ms [2021-12-18 08:28:19 main:574] : INFO : Epoch 1560 | loss: 0.031142 | val_loss: 0.0311855 | Time: 1834.51 ms [2021-12-18 08:28:21 main:574] : INFO : Epoch 1561 | loss: 0.0311413 | val_loss: 0.0311899 | Time: 1657.92 ms [2021-12-18 08:28:23 main:574] : INFO : Epoch 1562 | loss: 0.0311405 | val_loss: 0.0311879 | Time: 1986.93 ms [2021-12-18 08:28:25 main:574] : INFO : Epoch 1563 | loss: 0.0311458 | val_loss: 0.0311909 | Time: 1847.45 ms [2021-12-18 08:28:26 main:574] : INFO : Epoch 1564 | loss: 0.0311405 | val_loss: 0.0311854 | Time: 1663.15 ms [2021-12-18 08:28:28 main:574] : INFO : Epoch 1565 | loss: 0.0311394 | val_loss: 0.0311878 | Time: 1967.61 ms [2021-12-18 08:28:30 main:574] : INFO : Epoch 1566 | loss: 0.0311401 | val_loss: 0.0311932 | Time: 1848 ms [2021-12-18 08:28:32 main:574] : INFO : Epoch 1567 | loss: 0.0311398 | val_loss: 0.0312038 | Time: 1657.57 ms [2021-12-18 08:28:34 main:574] : INFO : Epoch 1568 | loss: 0.0311408 | val_loss: 0.0311882 | Time: 1964.82 ms [2021-12-18 08:28:36 main:574] : INFO : Epoch 1569 | loss: 0.0311395 | val_loss: 0.0311974 | Time: 1861.04 ms [2021-12-18 08:28:37 main:574] : INFO : Epoch 1570 | loss: 0.0311428 | val_loss: 0.0311906 | Time: 1664.78 ms [2021-12-18 08:28:39 main:574] : INFO : Epoch 1571 | loss: 0.0311411 | val_loss: 0.0311892 | Time: 1954.81 ms [2021-12-18 08:28:41 main:574] : INFO : Epoch 1572 | loss: 0.0311384 | val_loss: 0.031191 | Time: 1898.67 ms [2021-12-18 08:28:43 main:574] : INFO : Epoch 1573 | loss: 0.0311387 | val_loss: 0.0311859 | Time: 1660.17 ms [2021-12-18 08:28:45 main:574] : INFO : Epoch 1574 | loss: 0.0311373 | val_loss: 0.031194 | Time: 1909.85 ms [2021-12-18 08:28:47 main:574] : INFO : Epoch 1575 | loss: 0.0311436 | val_loss: 0.0311955 | Time: 1909.69 ms [2021-12-18 08:28:48 main:574] : INFO : Epoch 1576 | loss: 0.0311418 | val_loss: 0.0311848 | Time: 1655.34 ms [2021-12-18 08:28:50 main:574] : INFO : Epoch 1577 | loss: 0.0311396 | val_loss: 0.0311923 | Time: 1890.45 ms [2021-12-18 08:28:52 main:574] : INFO : Epoch 1578 | loss: 0.0311383 | val_loss: 0.0311954 | Time: 1929.09 ms [2021-12-18 08:28:54 main:574] : INFO : Epoch 1579 | loss: 0.031134 | val_loss: 0.0311934 | Time: 1669 ms [2021-12-18 08:28:56 main:574] : INFO : Epoch 1580 | loss: 0.0311353 | val_loss: 0.0311948 | Time: 1878.75 ms [2021-12-18 08:28:58 main:574] : INFO : Epoch 1581 | loss: 0.0311342 | val_loss: 0.0311912 | Time: 1931 ms [2021-12-18 08:28:59 main:574] : INFO : Epoch 1582 | loss: 0.0311341 | val_loss: 0.031188 | Time: 1679.66 ms [2021-12-18 08:29:01 main:574] : INFO : Epoch 1583 | loss: 0.0311355 | val_loss: 0.0311899 | Time: 1873.13 ms [2021-12-18 08:29:03 main:574] : INFO : Epoch 1584 | loss: 0.0311335 | val_loss: 0.0311922 | Time: 1931.49 ms [2021-12-18 08:29:05 main:574] : INFO : Epoch 1585 | loss: 0.0311309 | val_loss: 0.0311912 | Time: 1690.99 ms [2021-12-18 08:29:07 main:574] : INFO : Epoch 1586 | loss: 0.0311316 | val_loss: 0.0311894 | Time: 1802.49 ms [2021-12-18 08:29:08 main:574] : INFO : Epoch 1587 | loss: 0.0311311 | val_loss: 0.0311899 | Time: 1977.4 ms [2021-12-18 08:29:10 main:574] : INFO : Epoch 1588 | loss: 0.0311302 | val_loss: 0.0311915 | Time: 1701.01 ms [2021-12-18 08:29:12 main:574] : INFO : Epoch 1589 | loss: 0.0311309 | val_loss: 0.0311914 | Time: 1797.84 ms [2021-12-18 08:29:14 main:574] : INFO : Epoch 1590 | loss: 0.0311334 | val_loss: 0.0311914 | Time: 1977.99 ms [2021-12-18 08:29:16 main:574] : INFO : Epoch 1591 | loss: 0.031131 | val_loss: 0.0311979 | Time: 1710.24 ms [2021-12-18 08:29:17 main:574] : INFO : Epoch 1592 | loss: 0.0311303 | val_loss: 0.0311926 | Time: 1789.4 ms [2021-12-18 08:29:19 main:574] : INFO : Epoch 1593 | loss: 0.0311281 | val_loss: 0.0311967 | Time: 2001.84 ms [2021-12-18 08:29:21 main:574] : INFO : Epoch 1594 | loss: 0.0311285 | val_loss: 0.0311941 | Time: 1732.97 ms [2021-12-18 08:29:23 main:574] : INFO : Epoch 1595 | loss: 0.0311282 | val_loss: 0.0311942 | Time: 1697.63 ms [2021-12-18 08:29:25 main:574] : INFO : Epoch 1596 | loss: 0.0311292 | val_loss: 0.0311968 | Time: 2043.98 ms [2021-12-18 08:29:27 main:574] : INFO : Epoch 1597 | loss: 0.0311297 | val_loss: 0.0311937 | Time: 1757.35 ms [2021-12-18 08:29:28 main:574] : INFO : Epoch 1598 | loss: 0.0311269 | val_loss: 0.0311982 | Time: 1697.37 ms [2021-12-18 08:29:30 main:574] : INFO : Epoch 1599 | loss: 0.0311255 | val_loss: 0.0311933 | Time: 2065.03 ms [2021-12-18 08:29:32 main:574] : INFO : Epoch 1600 | loss: 0.0311292 | val_loss: 0.0311995 | Time: 1767.69 ms [2021-12-18 08:29:34 main:574] : INFO : Epoch 1601 | loss: 0.031131 | val_loss: 0.0311959 | Time: 1671.21 ms [2021-12-18 08:29:36 main:574] : INFO : Epoch 1602 | loss: 0.0311321 | val_loss: 0.0311871 | Time: 2023.09 ms [2021-12-18 08:29:38 main:574] : INFO : Epoch 1603 | loss: 0.031133 | val_loss: 0.0311976 | Time: 1788.91 ms [2021-12-18 08:29:39 main:574] : INFO : Epoch 1604 | loss: 0.0311306 | val_loss: 0.031198 | Time: 1680.68 ms [2021-12-18 08:29:41 main:574] : INFO : Epoch 1605 | loss: 0.0311272 | val_loss: 0.0312042 | Time: 2021.59 ms [2021-12-18 08:29:43 main:574] : INFO : Epoch 1606 | loss: 0.0311309 | val_loss: 0.0311939 | Time: 1799.4 ms [2021-12-18 08:29:45 main:574] : INFO : Epoch 1607 | loss: 0.0311273 | val_loss: 0.0311899 | Time: 1660.72 ms [2021-12-18 08:29:47 main:574] : INFO : Epoch 1608 | loss: 0.0311248 | val_loss: 0.0311911 | Time: 2009.83 ms [2021-12-18 08:29:49 main:574] : INFO : Epoch 1609 | loss: 0.0311255 | val_loss: 0.0311925 | Time: 1803.05 ms [2021-12-18 08:29:50 main:574] : INFO : Epoch 1610 | loss: 0.0311284 | val_loss: 0.0312027 | Time: 1660.29 ms [2021-12-18 08:29:52 main:574] : INFO : Epoch 1611 | loss: 0.0311263 | val_loss: 0.0312053 | Time: 1996.04 ms [2021-12-18 08:29:54 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311978 | Time: 1841.09 ms [2021-12-18 08:29:56 main:574] : INFO : Epoch 1613 | loss: 0.0311233 | val_loss: 0.0311965 | Time: 1660.15 ms [2021-12-18 08:29:58 main:574] : INFO : Epoch 1614 | loss: 0.0311319 | val_loss: 0.0311932 | Time: 1991.29 ms [2021-12-18 08:30:00 main:574] : INFO : Epoch 1615 | loss: 0.0311353 | val_loss: 0.0311957 | Time: 1824.07 ms [2021-12-18 08:30:01 main:574] : INFO : Epoch 1616 | loss: 0.0311288 | val_loss: 0.0311993 | Time: 1690.06 ms [2021-12-18 08:30:03 main:574] : INFO : Epoch 1617 | loss: 0.0311281 | val_loss: 0.0312008 | Time: 1969.09 ms [2021-12-18 08:30:05 main:574] : INFO : Epoch 1618 | loss: 0.0311293 | val_loss: 0.0312012 | Time: 1837.97 ms [2021-12-18 08:30:07 main:574] : INFO : Epoch 1619 | loss: 0.0311276 | val_loss: 0.0312036 | Time: 1674.96 ms [2021-12-18 08:30:09 main:574] : INFO : Epoch 1620 | loss: 0.0311258 | val_loss: 0.0312001 | Time: 1972.06 ms [2021-12-18 08:30:11 main:574] : INFO : Epoch 1621 | loss: 0.0311224 | val_loss: 0.0312012 | Time: 1866.92 ms [2021-12-18 08:30:12 main:574] : INFO : Epoch 1622 | loss: 0.0311273 | val_loss: 0.031207 | Time: 1673.62 ms [2021-12-18 08:30:14 main:574] : INFO : Epoch 1623 | loss: 0.0311273 | val_loss: 0.0311999 | Time: 1949.02 ms [2021-12-18 08:30:16 main:574] : INFO : Epoch 1624 | loss: 0.0311224 | val_loss: 0.0312093 | Time: 1865.09 ms [2021-12-18 08:30:18 main:574] : INFO : Epoch 1625 | loss: 0.0311216 | val_loss: 0.031205 | Time: 1667.54 ms [2021-12-18 08:30:20 main:574] : INFO : Epoch 1626 | loss: 0.0311208 | val_loss: 0.0311989 | Time: 1943.86 ms [2021-12-18 08:30:22 main:574] : INFO : Epoch 1627 | loss: 0.0311203 | val_loss: 0.0312009 | Time: 1987.92 ms [2021-12-18 08:30:24 main:574] : INFO : Epoch 1628 | loss: 0.0311187 | val_loss: 0.0311966 | Time: 1679.52 ms [2021-12-18 08:30:25 main:574] : INFO : Epoch 1629 | loss: 0.0311204 | val_loss: 0.0311976 | Time: 1898.81 ms [2021-12-18 08:30:27 main:574] : INFO : Epoch 1630 | loss: 0.031121 | val_loss: 0.0312032 | Time: 1932.88 ms [2021-12-18 08:30:29 main:574] : INFO : Epoch 1631 | loss: 0.0311218 | val_loss: 0.0312054 | Time: 1670.91 ms [2021-12-18 08:30:31 main:574] : INFO : Epoch 1632 | loss: 0.0311197 | val_loss: 0.0312005 | Time: 1882.13 ms [2021-12-18 08:30:33 main:574] : INFO : Epoch 1633 | loss: 0.0311216 | val_loss: 0.0311965 | Time: 1954.08 ms [2021-12-18 08:30:35 main:574] : INFO : Epoch 1634 | loss: 0.0311206 | val_loss: 0.0312006 | Time: 1664 ms [2021-12-18 08:30:36 main:574] : INFO : Epoch 1635 | loss: 0.0311197 | val_loss: 0.0312011 | Time: 1871.45 ms [2021-12-18 08:30:38 main:574] : INFO : Epoch 1636 | loss: 0.0311168 | val_loss: 0.0312015 | Time: 1926.38 ms [2021-12-18 08:30:40 main:574] : INFO : Epoch 1637 | loss: 0.031117 | val_loss: 0.031198 | Time: 1690.28 ms [2021-12-18 08:30:42 main:574] : INFO : Epoch 1638 | loss: 0.0311211 | val_loss: 0.0311994 | Time: 1873.26 ms [2021-12-18 08:30:44 main:574] : INFO : Epoch 1639 | loss: 0.0311167 | val_loss: 0.0311981 | Time: 1948.41 ms [2021-12-18 08:30:46 main:574] : INFO : Epoch 1640 | loss: 0.031121 | val_loss: 0.0312004 | Time: 1682.49 ms [2021-12-18 08:30:47 main:574] : INFO : Epoch 1641 | loss: 0.031121 | val_loss: 0.0312094 | Time: 1880.19 ms [2021-12-18 08:30:49 main:574] : INFO : Epoch 1642 | loss: 0.0311166 | val_loss: 0.0312107 | Time: 1927.63 ms [2021-12-18 08:30:51 main:574] : INFO : Epoch 1643 | loss: 0.0311142 | val_loss: 0.0312072 | Time: 1674.35 ms [2021-12-18 08:30:53 main:574] : INFO : Epoch 1644 | loss: 0.0311182 | val_loss: 0.0312005 | Time: 1858.32 ms [2021-12-18 08:30:55 main:574] : INFO : Epoch 1645 | loss: 0.0311139 | val_loss: 0.0312081 | Time: 1962.51 ms [2021-12-18 08:30:57 main:574] : INFO : Epoch 1646 | loss: 0.0311121 | val_loss: 0.0312082 | Time: 1691.14 ms [2021-12-18 08:30:58 main:574] : INFO : Epoch 1647 | loss: 0.0311147 | val_loss: 0.0312095 | Time: 1818.27 ms [2021-12-18 08:31:00 main:574] : INFO : Epoch 1648 | loss: 0.0311109 | val_loss: 0.0312062 | Time: 1993.99 ms [2021-12-18 08:31:02 main:574] : INFO : Epoch 1649 | loss: 0.0311123 | val_loss: 0.0312106 | Time: 1689.74 ms [2021-12-18 08:31:04 main:574] : INFO : Epoch 1650 | loss: 0.0311133 | val_loss: 0.0312075 | Time: 1798.65 ms [2021-12-18 08:31:06 main:574] : INFO : Epoch 1651 | loss: 0.0311141 | val_loss: 0.0312042 | Time: 1986.69 ms [2021-12-18 08:31:08 main:574] : INFO : Epoch 1652 | loss: 0.0311125 | val_loss: 0.0312008 | Time: 1702.87 ms [2021-12-18 08:31:09 main:574] : INFO : Epoch 1653 | loss: 0.0311137 | val_loss: 0.0312045 | Time: 1795.2 ms [2021-12-18 08:31:11 main:574] : INFO : Epoch 1654 | loss: 0.0311121 | val_loss: 0.0312014 | Time: 1981.47 ms [2021-12-18 08:31:13 main:574] : INFO : Epoch 1655 | loss: 0.0311128 | val_loss: 0.0312018 | Time: 1719.29 ms [2021-12-18 08:31:15 main:574] : INFO : Epoch 1656 | loss: 0.0311139 | val_loss: 0.0312027 | Time: 1782.81 ms [2021-12-18 08:31:17 main:574] : INFO : Epoch 1657 | loss: 0.0311131 | val_loss: 0.0312071 | Time: 2014.37 ms [2021-12-18 08:31:19 main:574] : INFO : Epoch 1658 | loss: 0.0311137 | val_loss: 0.0312049 | Time: 1740.52 ms [2021-12-18 08:31:20 main:574] : INFO : Epoch 1659 | loss: 0.0311148 | val_loss: 0.0312074 | Time: 1725.02 ms [2021-12-18 08:31:22 main:574] : INFO : Epoch 1660 | loss: 0.031115 | val_loss: 0.0311966 | Time: 2027.49 ms [2021-12-18 08:31:24 main:574] : INFO : Epoch 1661 | loss: 0.0311135 | val_loss: 0.0312 | Time: 1735.24 ms [2021-12-18 08:31:26 main:574] : INFO : Epoch 1662 | loss: 0.0311138 | val_loss: 0.0312121 | Time: 1687.43 ms [2021-12-18 08:31:28 main:574] : INFO : Epoch 1663 | loss: 0.0311138 | val_loss: 0.0311993 | Time: 2057.73 ms [2021-12-18 08:31:30 main:574] : INFO : Epoch 1664 | loss: 0.0311097 | val_loss: 0.0312135 | Time: 1773.85 ms [2021-12-18 08:31:31 main:574] : INFO : Epoch 1665 | loss: 0.0311089 | val_loss: 0.0312117 | Time: 1652.57 ms [2021-12-18 08:31:33 main:574] : INFO : Epoch 1666 | loss: 0.031109 | val_loss: 0.0312105 | Time: 2063.8 ms [2021-12-18 08:31:35 main:574] : INFO : Epoch 1667 | loss: 0.0311091 | val_loss: 0.0312042 | Time: 1776.45 ms [2021-12-18 08:31:37 main:574] : INFO : Epoch 1668 | loss: 0.0311136 | val_loss: 0.0312131 | Time: 1656.55 ms [2021-12-18 08:31:39 main:574] : INFO : Epoch 1669 | loss: 0.031115 | val_loss: 0.0312046 | Time: 2068.45 ms [2021-12-18 08:31:41 main:574] : INFO : Epoch 1670 | loss: 0.0311137 | val_loss: 0.0312057 | Time: 1801.96 ms [2021-12-18 08:31:42 main:574] : INFO : Epoch 1671 | loss: 0.0311107 | val_loss: 0.0312106 | Time: 1667.68 ms [2021-12-18 08:31:44 main:574] : INFO : Epoch 1672 | loss: 0.0311082 | val_loss: 0.0312059 | Time: 2035.96 ms [2021-12-18 08:31:46 main:574] : INFO : Epoch 1673 | loss: 0.031108 | val_loss: 0.0312058 | Time: 1822.08 ms [2021-12-18 08:31:48 main:574] : INFO : Epoch 1674 | loss: 0.0311117 | val_loss: 0.0312018 | Time: 1660.26 ms [2021-12-18 08:31:50 main:574] : INFO : Epoch 1675 | loss: 0.0311151 | val_loss: 0.0312014 | Time: 2016.79 ms [2021-12-18 08:31:52 main:574] : INFO : Epoch 1676 | loss: 0.0311153 | val_loss: 0.0312069 | Time: 1813.88 ms [2021-12-18 08:31:53 main:574] : INFO : Epoch 1677 | loss: 0.031111 | val_loss: 0.0312055 | Time: 1675.63 ms [2021-12-18 08:31:55 main:574] : INFO : Epoch 1678 | loss: 0.0311151 | val_loss: 0.0312102 | Time: 2019.09 ms [2021-12-18 08:31:57 main:574] : INFO : Epoch 1679 | loss: 0.031116 | val_loss: 0.0312092 | Time: 1807.99 ms [2021-12-18 08:31:59 main:574] : INFO : Epoch 1680 | loss: 0.031112 | val_loss: 0.0312123 | Time: 1653.76 ms [2021-12-18 08:32:01 main:574] : INFO : Epoch 1681 | loss: 0.0311123 | val_loss: 0.0312151 | Time: 2002.27 ms [2021-12-18 08:32:03 main:574] : INFO : Epoch 1682 | loss: 0.0311085 | val_loss: 0.0312074 | Time: 1833.03 ms [2021-12-18 08:32:04 main:574] : INFO : Epoch 1683 | loss: 0.0311089 | val_loss: 0.0312102 | Time: 1674.53 ms [2021-12-18 08:32:06 main:574] : INFO : Epoch 1684 | loss: 0.0311093 | val_loss: 0.0312149 | Time: 1981.15 ms [2021-12-18 08:32:08 main:574] : INFO : Epoch 1685 | loss: 0.0311103 | val_loss: 0.0312208 | Time: 1858.33 ms [2021-12-18 08:32:10 main:574] : INFO : Epoch 1686 | loss: 0.0311123 | val_loss: 0.0312048 | Time: 1682.37 ms [2021-12-18 08:32:12 main:574] : INFO : Epoch 1687 | loss: 0.0311111 | val_loss: 0.0312092 | Time: 1972.67 ms [2021-12-18 08:32:14 main:574] : INFO : Epoch 1688 | loss: 0.0311073 | val_loss: 0.0312199 | Time: 1895.53 ms [2021-12-18 08:32:15 main:574] : INFO : Epoch 1689 | loss: 0.031111 | val_loss: 0.0312147 | Time: 1660.83 ms [2021-12-18 08:32:17 main:574] : INFO : Epoch 1690 | loss: 0.0311072 | val_loss: 0.0312048 | Time: 1922 ms [2021-12-18 08:32:19 main:574] : INFO : Epoch 1691 | loss: 0.0311065 | val_loss: 0.0312039 | Time: 1923.56 ms [2021-12-18 08:32:21 main:574] : INFO : Epoch 1692 | loss: 0.031108 | val_loss: 0.0312069 | Time: 1660.05 ms [2021-12-18 08:32:23 main:574] : INFO : Epoch 1693 | loss: 0.0311096 | val_loss: 0.0312138 | Time: 1919.36 ms [2021-12-18 08:32:25 main:574] : INFO : Epoch 1694 | loss: 0.0311119 | val_loss: 0.0312093 | Time: 1918.97 ms [2021-12-18 08:32:26 main:574] : INFO : Epoch 1695 | loss: 0.0311122 | val_loss: 0.0312068 | Time: 1657.14 ms [2021-12-18 08:32:28 main:574] : INFO : Epoch 1696 | loss: 0.0311112 | val_loss: 0.031205 | Time: 1902.48 ms [2021-12-18 08:32:30 main:574] : INFO : Epoch 1697 | loss: 0.03111 | val_loss: 0.0312154 | Time: 1950.19 ms [2021-12-18 08:32:32 main:574] : INFO : Epoch 1698 | loss: 0.0311049 | val_loss: 0.0312149 | Time: 1680.9 ms [2021-12-18 08:32:34 main:574] : INFO : Epoch 1699 | loss: 0.031106 | val_loss: 0.0312111 | Time: 1895.68 ms [2021-12-18 08:32:36 main:574] : INFO : Epoch 1700 | loss: 0.0311019 | val_loss: 0.0312121 | Time: 1941.14 ms [2021-12-18 08:32:38 main:574] : INFO : Epoch 1701 | loss: 0.0311043 | val_loss: 0.0312183 | Time: 1666.49 ms [2021-12-18 08:32:39 main:574] : INFO : Epoch 1702 | loss: 0.0311047 | val_loss: 0.0312109 | Time: 1912.58 ms [2021-12-18 08:32:41 main:574] : INFO : Epoch 1703 | loss: 0.0311062 | val_loss: 0.0312228 | Time: 1967.5 ms [2021-12-18 08:32:43 main:574] : INFO : Epoch 1704 | loss: 0.0311038 | val_loss: 0.031223 | Time: 1676.5 ms [2021-12-18 08:32:45 main:574] : INFO : Epoch 1705 | loss: 0.0311052 | val_loss: 0.0312155 | Time: 1900.55 ms [2021-12-18 08:32:47 main:574] : INFO : Epoch 1706 | loss: 0.0311082 | val_loss: 0.0312106 | Time: 1955.65 ms [2021-12-18 08:32:49 main:574] : INFO : Epoch 1707 | loss: 0.0311035 | val_loss: 0.0312082 | Time: 1651.12 ms [2021-12-18 08:32:50 main:574] : INFO : Epoch 1708 | loss: 0.0311019 | val_loss: 0.0312162 | Time: 1825.53 ms [2021-12-18 08:32:52 main:574] : INFO : Epoch 1709 | loss: 0.0311026 | val_loss: 0.0312148 | Time: 1978.99 ms [2021-12-18 08:32:54 main:574] : INFO : Epoch 1710 | loss: 0.0311042 | val_loss: 0.0312231 | Time: 1727.17 ms [2021-12-18 08:32:56 main:574] : INFO : Epoch 1711 | loss: 0.0311033 | val_loss: 0.0312026 | Time: 1795.05 ms [2021-12-18 08:32:58 main:574] : INFO : Epoch 1712 | loss: 0.0311028 | val_loss: 0.0312229 | Time: 1995.2 ms [2021-12-18 08:33:00 main:574] : INFO : Epoch 1713 | loss: 0.0311034 | val_loss: 0.0312199 | Time: 1718.54 ms [2021-12-18 08:33:01 main:574] : INFO : Epoch 1714 | loss: 0.0311023 | val_loss: 0.0312101 | Time: 1744.08 ms [2021-12-18 08:33:03 main:574] : INFO : Epoch 1715 | loss: 0.0311034 | val_loss: 0.0312255 | Time: 2019.76 ms [2021-12-18 08:33:05 main:574] : INFO : Epoch 1716 | loss: 0.0311065 | val_loss: 0.031221 | Time: 1729.94 ms [2021-12-18 08:33:07 main:574] : INFO : Epoch 1717 | loss: 0.0311051 | val_loss: 0.0312114 | Time: 1683.99 ms [2021-12-18 08:33:09 main:574] : INFO : Epoch 1718 | loss: 0.0311002 | val_loss: 0.031215 | Time: 2053.8 ms [2021-12-18 08:33:11 main:574] : INFO : Epoch 1719 | loss: 0.0310974 | val_loss: 0.0312186 | Time: 1732.87 ms [2021-12-18 08:33:12 main:574] : INFO : Epoch 1720 | loss: 0.0311071 | val_loss: 0.0312247 | Time: 1667.93 ms [2021-12-18 08:33:14 main:574] : INFO : Epoch 1721 | loss: 0.031105 | val_loss: 0.0312157 | Time: 2056.57 ms [2021-12-18 08:33:16 main:574] : INFO : Epoch 1722 | loss: 0.0311026 | val_loss: 0.0312298 | Time: 1770.74 ms [2021-12-18 08:33:18 main:574] : INFO : Epoch 1723 | loss: 0.031102 | val_loss: 0.0312211 | Time: 1640.45 ms [2021-12-18 08:33:20 main:574] : INFO : Epoch 1724 | loss: 0.0311011 | val_loss: 0.0312269 | Time: 2049.63 ms [2021-12-18 08:33:22 main:574] : INFO : Epoch 1725 | loss: 0.0311055 | val_loss: 0.0312221 | Time: 1776.7 ms [2021-12-18 08:33:23 main:574] : INFO : Epoch 1726 | loss: 0.0311133 | val_loss: 0.0312146 | Time: 1671.09 ms [2021-12-18 08:33:25 main:574] : INFO : Epoch 1727 | loss: 0.0311166 | val_loss: 0.0312142 | Time: 2029.99 ms [2021-12-18 08:33:27 main:574] : INFO : Epoch 1728 | loss: 0.0311038 | val_loss: 0.0312129 | Time: 1800.39 ms [2021-12-18 08:33:29 main:574] : INFO : Epoch 1729 | loss: 0.031103 | val_loss: 0.0312188 | Time: 1669.31 ms [2021-12-18 08:33:31 main:574] : INFO : Epoch 1730 | loss: 0.0311 | val_loss: 0.0312196 | Time: 2027.41 ms [2021-12-18 08:33:33 main:574] : INFO : Epoch 1731 | loss: 0.0311056 | val_loss: 0.0312213 | Time: 1835.8 ms [2021-12-18 08:33:34 main:574] : INFO : Epoch 1732 | loss: 0.0311029 | val_loss: 0.0312199 | Time: 1657.94 ms [2021-12-18 08:33:36 main:574] : INFO : Epoch 1733 | loss: 0.0311008 | val_loss: 0.0312139 | Time: 1997.97 ms [2021-12-18 08:33:38 main:574] : INFO : Epoch 1734 | loss: 0.0310987 | val_loss: 0.0312169 | Time: 1843.23 ms [2021-12-18 08:33:40 main:574] : INFO : Epoch 1735 | loss: 0.0310996 | val_loss: 0.0312093 | Time: 1665.68 ms [2021-12-18 08:33:42 main:574] : INFO : Epoch 1736 | loss: 0.0311013 | val_loss: 0.0312124 | Time: 1957.07 ms [2021-12-18 08:33:44 main:574] : INFO : Epoch 1737 | loss: 0.0310978 | val_loss: 0.031212 | Time: 1857.2 ms [2021-12-18 08:33:45 main:574] : INFO : Epoch 1738 | loss: 0.0310977 | val_loss: 0.0312139 | Time: 1662.93 ms [2021-12-18 08:33:47 main:574] : INFO : Epoch 1739 | loss: 0.0310995 | val_loss: 0.0312117 | Time: 1960.55 ms [2021-12-18 08:33:49 main:574] : INFO : Epoch 1740 | loss: 0.0311006 | val_loss: 0.0312136 | Time: 1875.98 ms [2021-12-18 08:33:51 main:574] : INFO : Epoch 1741 | loss: 0.0310973 | val_loss: 0.0312137 | Time: 1694.58 ms [2021-12-18 08:33:53 main:574] : INFO : Epoch 1742 | loss: 0.0310999 | val_loss: 0.0312119 | Time: 1975.85 ms [2021-12-18 08:33:55 main:574] : INFO : Epoch 1743 | loss: 0.0310974 | val_loss: 0.0312239 | Time: 1849.99 ms [2021-12-18 08:33:56 main:574] : INFO : Epoch 1744 | loss: 0.0310949 | val_loss: 0.0312235 | Time: 1657.4 ms [2021-12-18 08:33:58 main:574] : INFO : Epoch 1745 | loss: 0.0311057 | val_loss: 0.0312079 | Time: 1955.43 ms [2021-12-18 08:34:00 main:574] : INFO : Epoch 1746 | loss: 0.0311141 | val_loss: 0.0312054 | Time: 1883.52 ms [2021-12-18 08:34:02 main:574] : INFO : Epoch 1747 | loss: 0.0311045 | val_loss: 0.0312142 | Time: 1674.48 ms [2021-12-18 08:34:04 main:574] : INFO : Epoch 1748 | loss: 0.0310974 | val_loss: 0.0312171 | Time: 1921.77 ms [2021-12-18 08:34:06 main:574] : INFO : Epoch 1749 | loss: 0.0310989 | val_loss: 0.0312241 | Time: 1916.6 ms [2021-12-18 08:34:07 main:574] : INFO : Epoch 1750 | loss: 0.0310997 | val_loss: 0.0312212 | Time: 1659.28 ms [2021-12-18 08:34:09 main:574] : INFO : Epoch 1751 | loss: 0.0311028 | val_loss: 0.0312108 | Time: 1850.19 ms [2021-12-18 08:34:11 main:574] : INFO : Epoch 1752 | loss: 0.0311025 | val_loss: 0.0312131 | Time: 1896.89 ms [2021-12-18 08:34:13 main:574] : INFO : Epoch 1753 | loss: 0.0310993 | val_loss: 0.0312237 | Time: 1703.9 ms [2021-12-18 08:34:15 main:574] : INFO : Epoch 1754 | loss: 0.0310964 | val_loss: 0.0312282 | Time: 1867.4 ms [2021-12-18 08:34:17 main:574] : INFO : Epoch 1755 | loss: 0.0310978 | val_loss: 0.0312336 | Time: 1816.8 ms [2021-12-18 08:34:18 main:574] : INFO : Epoch 1756 | loss: 0.0311005 | val_loss: 0.0312186 | Time: 1655.96 ms [2021-12-18 08:34:20 main:574] : INFO : Epoch 1757 | loss: 0.031103 | val_loss: 0.0312076 | Time: 1963.52 ms [2021-12-18 08:34:22 main:574] : INFO : Epoch 1758 | loss: 0.0311027 | val_loss: 0.0312202 | Time: 1844.73 ms [2021-12-18 08:34:24 main:574] : INFO : Epoch 1759 | loss: 0.0310999 | val_loss: 0.0312223 | Time: 1656.42 ms [2021-12-18 08:34:26 main:574] : INFO : Epoch 1760 | loss: 0.0310974 | val_loss: 0.0312363 | Time: 1952.41 ms [2021-12-18 08:34:28 main:574] : INFO : Epoch 1761 | loss: 0.0310967 | val_loss: 0.0312171 | Time: 1864.86 ms [2021-12-18 08:34:29 main:574] : INFO : Epoch 1762 | loss: 0.0310948 | val_loss: 0.0312101 | Time: 1653.8 ms [2021-12-18 08:34:31 main:574] : INFO : Epoch 1763 | loss: 0.0311041 | val_loss: 0.0312266 | Time: 1971.27 ms [2021-12-18 08:34:33 main:574] : INFO : Epoch 1764 | loss: 0.0311015 | val_loss: 0.0312232 | Time: 1863.74 ms [2021-12-18 08:34:35 main:574] : INFO : Epoch 1765 | loss: 0.0310986 | val_loss: 0.0312216 | Time: 1651.25 ms [2021-12-18 08:34:37 main:574] : INFO : Epoch 1766 | loss: 0.031095 | val_loss: 0.0312284 | Time: 1950.54 ms [2021-12-18 08:34:38 main:574] : INFO : Epoch 1767 | loss: 0.0310947 | val_loss: 0.0312187 | Time: 1868.21 ms [2021-12-18 08:34:40 main:574] : INFO : Epoch 1768 | loss: 0.0310987 | val_loss: 0.0312082 | Time: 1673.84 ms [2021-12-18 08:34:42 main:574] : INFO : Epoch 1769 | loss: 0.0311076 | val_loss: 0.0312263 | Time: 1953.21 ms [2021-12-18 08:34:44 main:574] : INFO : Epoch 1770 | loss: 0.0311029 | val_loss: 0.0312145 | Time: 1884.89 ms [2021-12-18 08:34:46 main:574] : INFO : Epoch 1771 | loss: 0.031096 | val_loss: 0.0312195 | Time: 1651.28 ms [2021-12-18 08:34:48 main:574] : INFO : Epoch 1772 | loss: 0.0310937 | val_loss: 0.0312219 | Time: 1930.9 ms [2021-12-18 08:34:50 main:574] : INFO : Epoch 1773 | loss: 0.0310954 | val_loss: 0.0312194 | Time: 1921.69 ms [2021-12-18 08:34:51 main:574] : INFO : Epoch 1774 | loss: 0.0310967 | val_loss: 0.0312118 | Time: 1643.83 ms [2021-12-18 08:34:53 main:574] : INFO : Epoch 1775 | loss: 0.0310914 | val_loss: 0.0312225 | Time: 1918.22 ms [2021-12-18 08:34:55 main:574] : INFO : Epoch 1776 | loss: 0.031091 | val_loss: 0.031221 | Time: 1938.12 ms [2021-12-18 08:34:57 main:574] : INFO : Epoch 1777 | loss: 0.0310909 | val_loss: 0.0312194 | Time: 1660.06 ms [2021-12-18 08:34:59 main:574] : INFO : Epoch 1778 | loss: 0.0310918 | val_loss: 0.0312142 | Time: 1902.59 ms [2021-12-18 08:35:01 main:574] : INFO : Epoch 1779 | loss: 0.0310935 | val_loss: 0.0312245 | Time: 1939.16 ms [2021-12-18 08:35:02 main:574] : INFO : Epoch 1780 | loss: 0.0310918 | val_loss: 0.0312213 | Time: 1676.91 ms [2021-12-18 08:35:04 main:574] : INFO : Epoch 1781 | loss: 0.0310894 | val_loss: 0.0312285 | Time: 1868.57 ms [2021-12-18 08:35:06 main:574] : INFO : Epoch 1782 | loss: 0.0310921 | val_loss: 0.0312169 | Time: 1935.37 ms [2021-12-18 08:35:08 main:574] : INFO : Epoch 1783 | loss: 0.0310943 | val_loss: 0.03122 | Time: 1687.86 ms [2021-12-18 08:35:10 main:574] : INFO : Epoch 1784 | loss: 0.0310933 | val_loss: 0.0312405 | Time: 1858.78 ms [2021-12-18 08:35:12 main:574] : INFO : Epoch 1785 | loss: 0.0310941 | val_loss: 0.031228 | Time: 1952.59 ms [2021-12-18 08:35:13 main:574] : INFO : Epoch 1786 | loss: 0.0310966 | val_loss: 0.0312297 | Time: 1679.75 ms [2021-12-18 08:35:15 main:574] : INFO : Epoch 1787 | loss: 0.0310924 | val_loss: 0.0312274 | Time: 1887.15 ms [2021-12-18 08:35:17 main:574] : INFO : Epoch 1788 | loss: 0.0310992 | val_loss: 0.031217 | Time: 1966.02 ms [2021-12-18 08:35:19 main:574] : INFO : Epoch 1789 | loss: 0.0310922 | val_loss: 0.0312296 | Time: 1669.62 ms [2021-12-18 08:35:21 main:574] : INFO : Epoch 1790 | loss: 0.0310894 | val_loss: 0.0312258 | Time: 1847.48 ms [2021-12-18 08:35:23 main:574] : INFO : Epoch 1791 | loss: 0.031093 | val_loss: 0.031229 | Time: 1958.39 ms [2021-12-18 08:35:24 main:574] : INFO : Epoch 1792 | loss: 0.0310952 | val_loss: 0.0312168 | Time: 1707.22 ms [2021-12-18 08:35:26 main:574] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.0312237 | Time: 1829.49 ms [2021-12-18 08:35:28 main:574] : INFO : Epoch 1794 | loss: 0.0310927 | val_loss: 0.0312221 | Time: 1969.26 ms [2021-12-18 08:35:30 main:574] : INFO : Epoch 1795 | loss: 0.0310976 | val_loss: 0.031229 | Time: 1713.84 ms [2021-12-18 08:35:32 main:574] : INFO : Epoch 1796 | loss: 0.031094 | val_loss: 0.0312266 | Time: 1817.47 ms [2021-12-18 08:35:34 main:574] : INFO : Epoch 1797 | loss: 0.0311048 | val_loss: 0.0312488 | Time: 1980.66 ms [2021-12-18 08:35:35 main:574] : INFO : Epoch 1798 | loss: 0.0311035 | val_loss: 0.0312195 | Time: 1728.43 ms [2021-12-18 08:35:37 main:574] : INFO : Epoch 1799 | loss: 0.0310912 | val_loss: 0.0312413 | Time: 1794.55 ms [2021-12-18 08:35:39 main:574] : INFO : Epoch 1800 | loss: 0.031091 | val_loss: 0.0312231 | Time: 2006.38 ms [2021-12-18 08:35:41 main:574] : INFO : Epoch 1801 | loss: 0.0310918 | val_loss: 0.0312335 | Time: 1721.26 ms [2021-12-18 08:35:43 main:574] : INFO : Epoch 1802 | loss: 0.0310966 | val_loss: 0.0312348 | Time: 1721.19 ms [2021-12-18 08:35:45 main:574] : INFO : Epoch 1803 | loss: 0.0310941 | val_loss: 0.0312273 | Time: 2042.05 ms [2021-12-18 08:35:46 main:574] : INFO : Epoch 1804 | loss: 0.0310924 | val_loss: 0.0312068 | Time: 1751.96 ms [2021-12-18 08:35:48 main:574] : INFO : Epoch 1805 | loss: 0.0310955 | val_loss: 0.0312159 | Time: 1666.78 ms [2021-12-18 08:35:50 main:574] : INFO : Epoch 1806 | loss: 0.0310896 | val_loss: 0.0312348 | Time: 2066.97 ms [2021-12-18 08:35:52 main:574] : INFO : Epoch 1807 | loss: 0.0310875 | val_loss: 0.0312123 | Time: 1747.66 ms [2021-12-18 08:35:54 main:574] : INFO : Epoch 1808 | loss: 0.0310894 | val_loss: 0.0312214 | Time: 1655.88 ms [2021-12-18 08:35:56 main:574] : INFO : Epoch 1809 | loss: 0.0310943 | val_loss: 0.0312151 | Time: 2068.55 ms [2021-12-18 08:35:57 main:574] : INFO : Epoch 1810 | loss: 0.0310963 | val_loss: 0.0312363 | Time: 1763.05 ms [2021-12-18 08:35:59 main:574] : INFO : Epoch 1811 | loss: 0.0310925 | val_loss: 0.0312303 | Time: 1665.26 ms [2021-12-18 08:36:01 main:574] : INFO : Epoch 1812 | loss: 0.0310927 | val_loss: 0.0312322 | Time: 2048.38 ms [2021-12-18 08:36:03 main:574] : INFO : Epoch 1813 | loss: 0.0310906 | val_loss: 0.0312251 | Time: 1787.81 ms [2021-12-18 08:36:05 main:574] : INFO : Epoch 1814 | loss: 0.0310867 | val_loss: 0.0312324 | Time: 1658.53 ms [2021-12-18 08:36:07 main:574] : INFO : Epoch 1815 | loss: 0.0310892 | val_loss: 0.0312299 | Time: 2026.14 ms [2021-12-18 08:36:08 main:574] : INFO : Epoch 1816 | loss: 0.0310907 | val_loss: 0.03122 | Time: 1795.07 ms [2021-12-18 08:36:10 main:574] : INFO : Epoch 1817 | loss: 0.0310882 | val_loss: 0.031219 | Time: 1761.83 ms [2021-12-18 08:36:12 main:574] : INFO : Epoch 1818 | loss: 0.0310857 | val_loss: 0.0312259 | Time: 2032.98 ms [2021-12-18 08:36:14 main:574] : INFO : Epoch 1819 | loss: 0.0310872 | val_loss: 0.0312354 | Time: 1806.66 ms [2021-12-18 08:36:16 main:574] : INFO : Epoch 1820 | loss: 0.031093 | val_loss: 0.0312142 | Time: 1655.28 ms [2021-12-18 08:36:18 main:574] : INFO : Epoch 1821 | loss: 0.0310915 | val_loss: 0.0312335 | Time: 1986.8 ms [2021-12-18 08:36:19 main:574] : INFO : Epoch 1822 | loss: 0.031095 | val_loss: 0.0312346 | Time: 1827.96 ms [2021-12-18 08:36:21 main:574] : INFO : Epoch 1823 | loss: 0.0310932 | val_loss: 0.0312296 | Time: 1657.04 ms [2021-12-18 08:36:23 main:574] : INFO : Epoch 1824 | loss: 0.0310855 | val_loss: 0.0312261 | Time: 1988.59 ms [2021-12-18 08:36:25 main:574] : INFO : Epoch 1825 | loss: 0.0310975 | val_loss: 0.0312392 | Time: 1829.22 ms [2021-12-18 08:36:27 main:574] : INFO : Epoch 1826 | loss: 0.0310916 | val_loss: 0.0312358 | Time: 1662.01 ms [2021-12-18 08:36:29 main:574] : INFO : Epoch 1827 | loss: 0.0310913 | val_loss: 0.0312336 | Time: 1972.98 ms [2021-12-18 08:36:30 main:574] : INFO : Epoch 1828 | loss: 0.0310901 | val_loss: 0.0312311 | Time: 1839.74 ms [2021-12-18 08:36:32 main:574] : INFO : Epoch 1829 | loss: 0.0310906 | val_loss: 0.031223 | Time: 1653.79 ms [2021-12-18 08:36:34 main:574] : INFO : Epoch 1830 | loss: 0.0310905 | val_loss: 0.0312257 | Time: 1960.13 ms [2021-12-18 08:36:36 main:574] : INFO : Epoch 1831 | loss: 0.0310896 | val_loss: 0.0312266 | Time: 1845.64 ms [2021-12-18 08:36:38 main:574] : INFO : Epoch 1832 | loss: 0.0310919 | val_loss: 0.03122 | Time: 1664.15 ms [2021-12-18 08:36:40 main:574] : INFO : Epoch 1833 | loss: 0.031094 | val_loss: 0.0312422 | Time: 1965.5 ms [2021-12-18 08:36:41 main:574] : INFO : Epoch 1834 | loss: 0.0310866 | val_loss: 0.0312236 | Time: 1866.42 ms [2021-12-18 08:36:43 main:574] : INFO : Epoch 1835 | loss: 0.0310905 | val_loss: 0.0312459 | Time: 1651.05 ms [2021-12-18 08:36:45 main:574] : INFO : Epoch 1836 | loss: 0.0310913 | val_loss: 0.0312421 | Time: 1943.54 ms [2021-12-18 08:36:47 main:574] : INFO : Epoch 1837 | loss: 0.0310869 | val_loss: 0.0312401 | Time: 1864.11 ms [2021-12-18 08:36:49 main:574] : INFO : Epoch 1838 | loss: 0.0310841 | val_loss: 0.0312308 | Time: 1661.14 ms [2021-12-18 08:36:50 main:574] : INFO : Epoch 1839 | loss: 0.031094 | val_loss: 0.0312352 | Time: 1929.84 ms [2021-12-18 08:36:52 main:574] : INFO : Epoch 1840 | loss: 0.0310955 | val_loss: 0.0312342 | Time: 1888.17 ms [2021-12-18 08:36:54 main:574] : INFO : Epoch 1841 | loss: 0.0310903 | val_loss: 0.0312379 | Time: 1660.45 ms [2021-12-18 08:36:56 main:574] : INFO : Epoch 1842 | loss: 0.0310856 | val_loss: 0.0312353 | Time: 1915.07 ms [2021-12-18 08:36:58 main:574] : INFO : Epoch 1843 | loss: 0.0310853 | val_loss: 0.0312282 | Time: 1904.78 ms [2021-12-18 08:36:59 main:574] : INFO : Epoch 1844 | loss: 0.0310842 | val_loss: 0.0312341 | Time: 1653.78 ms [2021-12-18 08:37:01 main:574] : INFO : Epoch 1845 | loss: 0.0310881 | val_loss: 0.0312212 | Time: 1912.11 ms [2021-12-18 08:37:03 main:574] : INFO : Epoch 1846 | loss: 0.0310914 | val_loss: 0.0312258 | Time: 1882.79 ms [2021-12-18 08:37:05 main:574] : INFO : Epoch 1847 | loss: 0.0310872 | val_loss: 0.0312277 | Time: 1653.26 ms [2021-12-18 08:37:07 main:574] : INFO : Epoch 1848 | loss: 0.031086 | val_loss: 0.0312393 | Time: 1893.08 ms [2021-12-18 08:37:09 main:574] : INFO : Epoch 1849 | loss: 0.0310834 | val_loss: 0.0312393 | Time: 1911.83 ms [2021-12-18 08:37:10 main:574] : INFO : Epoch 1850 | loss: 0.031084 | val_loss: 0.0312305 | Time: 1669.05 ms [2021-12-18 08:37:12 main:574] : INFO : Epoch 1851 | loss: 0.0310882 | val_loss: 0.0312164 | Time: 1961.26 ms [2021-12-18 08:37:14 main:574] : INFO : Epoch 1852 | loss: 0.0310936 | val_loss: 0.0312465 | Time: 1931.42 ms [2021-12-18 08:37:16 main:574] : INFO : Epoch 1853 | loss: 0.0310881 | val_loss: 0.0312195 | Time: 1664.47 ms [2021-12-18 08:37:18 main:574] : INFO : Epoch 1854 | loss: 0.0310857 | val_loss: 0.0312421 | Time: 1885.83 ms [2021-12-18 08:37:20 main:574] : INFO : Epoch 1855 | loss: 0.0310849 | val_loss: 0.0312277 | Time: 1924.52 ms [2021-12-18 08:37:21 main:574] : INFO : Epoch 1856 | loss: 0.0310895 | val_loss: 0.0312245 | Time: 1670.66 ms [2021-12-18 08:37:23 main:574] : INFO : Epoch 1857 | loss: 0.0310874 | val_loss: 0.031226 | Time: 1893.36 ms [2021-12-18 08:37:25 main:574] : INFO : Epoch 1858 | loss: 0.0310929 | val_loss: 0.031237 | Time: 1934.49 ms [2021-12-18 08:37:27 main:574] : INFO : Epoch 1859 | loss: 0.0310959 | val_loss: 0.0312437 | Time: 1648.64 ms [2021-12-18 08:37:29 main:574] : INFO : Epoch 1860 | loss: 0.0310859 | val_loss: 0.0312278 | Time: 1897.79 ms [2021-12-18 08:37:31 main:574] : INFO : Epoch 1861 | loss: 0.0310851 | val_loss: 0.0312288 | Time: 1948.77 ms [2021-12-18 08:37:32 main:574] : INFO : Epoch 1862 | loss: 0.0310872 | val_loss: 0.0312343 | Time: 1656.94 ms [2021-12-18 08:37:34 main:574] : INFO : Epoch 1863 | loss: 0.0310843 | val_loss: 0.0312319 | Time: 1856.05 ms [2021-12-18 08:37:36 main:574] : INFO : Epoch 1864 | loss: 0.0310822 | val_loss: 0.0312505 | Time: 1948.35 ms [2021-12-18 08:37:38 main:574] : INFO : Epoch 1865 | loss: 0.0310817 | val_loss: 0.0312332 | Time: 1683.46 ms [2021-12-18 08:37:40 main:574] : INFO : Epoch 1866 | loss: 0.0310839 | val_loss: 0.0312431 | Time: 1830.28 ms [2021-12-18 08:37:42 main:574] : INFO : Epoch 1867 | loss: 0.031091 | val_loss: 0.0312255 | Time: 1968.11 ms [2021-12-18 08:37:43 main:574] : INFO : Epoch 1868 | loss: 0.031088 | val_loss: 0.0312326 | Time: 1713.42 ms [2021-12-18 08:37:45 main:574] : INFO : Epoch 1869 | loss: 0.0310855 | val_loss: 0.0312446 | Time: 1784.34 ms [2021-12-18 08:37:47 main:574] : INFO : Epoch 1870 | loss: 0.0310814 | val_loss: 0.0312335 | Time: 1997.48 ms [2021-12-18 08:37:49 main:574] : INFO : Epoch 1871 | loss: 0.0310833 | val_loss: 0.0312381 | Time: 1720.06 ms [2021-12-18 08:37:51 main:574] : INFO : Epoch 1872 | loss: 0.0310845 | val_loss: 0.0312337 | Time: 1785.13 ms [2021-12-18 08:37:53 main:574] : INFO : Epoch 1873 | loss: 0.0310838 | val_loss: 0.0312445 | Time: 1983.83 ms [2021-12-18 08:37:55 main:574] : INFO : Epoch 1874 | loss: 0.0310816 | val_loss: 0.0312365 | Time: 1730.63 ms [2021-12-18 08:37:56 main:574] : INFO : Epoch 1875 | loss: 0.0310812 | val_loss: 0.0312467 | Time: 1738.33 ms [2021-12-18 08:37:58 main:574] : INFO : Epoch 1876 | loss: 0.0310834 | val_loss: 0.0312463 | Time: 2006.71 ms [2021-12-18 08:38:00 main:574] : INFO : Epoch 1877 | loss: 0.0310852 | val_loss: 0.031241 | Time: 1729.88 ms [2021-12-18 08:38:02 main:574] : INFO : Epoch 1878 | loss: 0.0310837 | val_loss: 0.0312277 | Time: 1732.51 ms [2021-12-18 08:38:04 main:574] : INFO : Epoch 1879 | loss: 0.0310858 | val_loss: 0.0312385 | Time: 2016.96 ms [2021-12-18 08:38:05 main:574] : INFO : Epoch 1880 | loss: 0.0310818 | val_loss: 0.0312268 | Time: 1738.42 ms [2021-12-18 08:38:07 main:574] : INFO : Epoch 1881 | loss: 0.0310855 | val_loss: 0.0312249 | Time: 1711.75 ms [2021-12-18 08:38:09 main:574] : INFO : Epoch 1882 | loss: 0.031087 | val_loss: 0.0312303 | Time: 2047.03 ms [2021-12-18 08:38:11 main:574] : INFO : Epoch 1883 | loss: 0.0310883 | val_loss: 0.0312332 | Time: 1757.52 ms [2021-12-18 08:38:13 main:574] : INFO : Epoch 1884 | loss: 0.031097 | val_loss: 0.0312417 | Time: 1701.12 ms [2021-12-18 08:38:15 main:574] : INFO : Epoch 1885 | loss: 0.0310979 | val_loss: 0.0312224 | Time: 2039.64 ms [2021-12-18 08:38:17 main:574] : INFO : Epoch 1886 | loss: 0.0310936 | val_loss: 0.0312359 | Time: 1746.32 ms [2021-12-18 08:38:18 main:574] : INFO : Epoch 1887 | loss: 0.0310877 | val_loss: 0.0312229 | Time: 1684.19 ms [2021-12-18 08:38:20 main:574] : INFO : Epoch 1888 | loss: 0.031091 | val_loss: 0.0312359 | Time: 2034.12 ms [2021-12-18 08:38:22 main:574] : INFO : Epoch 1889 | loss: 0.0310908 | val_loss: 0.0312168 | Time: 1754.13 ms [2021-12-18 08:38:24 main:574] : INFO : Epoch 1890 | loss: 0.0310885 | val_loss: 0.031227 | Time: 1688.87 ms [2021-12-18 08:38:26 main:574] : INFO : Epoch 1891 | loss: 0.0310847 | val_loss: 0.0312317 | Time: 2039.08 ms [2021-12-18 08:38:27 main:574] : INFO : Epoch 1892 | loss: 0.0310833 | val_loss: 0.031229 | Time: 1749.56 ms [2021-12-18 08:38:29 main:574] : INFO : Epoch 1893 | loss: 0.0310833 | val_loss: 0.031245 | Time: 1667.42 ms [2021-12-18 08:38:31 main:574] : INFO : Epoch 1894 | loss: 0.0310838 | val_loss: 0.0312222 | Time: 2045.39 ms [2021-12-18 08:38:33 main:574] : INFO : Epoch 1895 | loss: 0.0310827 | val_loss: 0.0312358 | Time: 1767.03 ms [2021-12-18 08:38:35 main:574] : INFO : Epoch 1896 | loss: 0.0310801 | val_loss: 0.0312318 | Time: 1667.16 ms [2021-12-18 08:38:37 main:574] : INFO : Epoch 1897 | loss: 0.0310877 | val_loss: 0.0312519 | Time: 2036.44 ms [2021-12-18 08:38:38 main:574] : INFO : Epoch 1898 | loss: 0.0310826 | val_loss: 0.0312351 | Time: 1768.1 ms [2021-12-18 08:38:40 main:574] : INFO : Epoch 1899 | loss: 0.0310801 | val_loss: 0.03123 | Time: 1684.37 ms [2021-12-18 08:38:42 main:574] : INFO : Epoch 1900 | loss: 0.0310825 | val_loss: 0.0312237 | Time: 2036.78 ms [2021-12-18 08:38:44 main:574] : INFO : Epoch 1901 | loss: 0.0310807 | val_loss: 0.0312367 | Time: 1763.48 ms [2021-12-18 08:38:46 main:574] : INFO : Epoch 1902 | loss: 0.0310812 | val_loss: 0.0312196 | Time: 1654.88 ms [2021-12-18 08:38:48 main:574] : INFO : Epoch 1903 | loss: 0.0310841 | val_loss: 0.0312434 | Time: 2048.13 ms [2021-12-18 08:38:49 main:574] : INFO : Epoch 1904 | loss: 0.0310804 | val_loss: 0.0312285 | Time: 1796.26 ms [2021-12-18 08:38:51 main:574] : INFO : Epoch 1905 | loss: 0.0310846 | val_loss: 0.0312337 | Time: 1650.86 ms [2021-12-18 08:38:53 main:574] : INFO : Epoch 1906 | loss: 0.0310839 | val_loss: 0.0312262 | Time: 2022.86 ms [2021-12-18 08:38:55 main:574] : INFO : Epoch 1907 | loss: 0.0310808 | val_loss: 0.0312468 | Time: 1772.81 ms [2021-12-18 08:38:57 main:574] : INFO : Epoch 1908 | loss: 0.0310804 | val_loss: 0.0312291 | Time: 1655.01 ms [2021-12-18 08:38:59 main:574] : INFO : Epoch 1909 | loss: 0.0310806 | val_loss: 0.0312313 | Time: 2019.25 ms [2021-12-18 08:39:00 main:574] : INFO : Epoch 1910 | loss: 0.0310825 | val_loss: 0.0312275 | Time: 1800.45 ms [2021-12-18 08:39:02 main:574] : INFO : Epoch 1911 | loss: 0.0310861 | val_loss: 0.0312278 | Time: 1658.72 ms [2021-12-18 08:39:04 main:574] : INFO : Epoch 1912 | loss: 0.0310876 | val_loss: 0.031234 | Time: 2015.01 ms [2021-12-18 08:39:06 main:574] : INFO : Epoch 1913 | loss: 0.0310876 | val_loss: 0.0312377 | Time: 1802.56 ms [2021-12-18 08:39:08 main:574] : INFO : Epoch 1914 | loss: 0.0310827 | val_loss: 0.0312345 | Time: 1665.63 ms [2021-12-18 08:39:10 main:574] : INFO : Epoch 1915 | loss: 0.0310892 | val_loss: 0.0312418 | Time: 2006.46 ms [2021-12-18 08:39:11 main:574] : INFO : Epoch 1916 | loss: 0.0310965 | val_loss: 0.0312573 | Time: 1818.82 ms [2021-12-18 08:39:13 main:574] : INFO : Epoch 1917 | loss: 0.0310872 | val_loss: 0.0312203 | Time: 1668.15 ms [2021-12-18 08:39:15 main:574] : INFO : Epoch 1918 | loss: 0.0310898 | val_loss: 0.0312266 | Time: 2010.67 ms [2021-12-18 08:39:17 main:574] : INFO : Epoch 1919 | loss: 0.0310833 | val_loss: 0.0312301 | Time: 1820.55 ms [2021-12-18 08:39:19 main:574] : INFO : Epoch 1920 | loss: 0.0310815 | val_loss: 0.0312378 | Time: 1665.48 ms [2021-12-18 08:39:21 main:574] : INFO : Epoch 1921 | loss: 0.0310882 | val_loss: 0.0312281 | Time: 1996.17 ms [2021-12-18 08:39:22 main:574] : INFO : Epoch 1922 | loss: 0.0311096 | val_loss: 0.0312164 | Time: 1811.36 ms [2021-12-18 08:39:24 main:574] : INFO : Epoch 1923 | loss: 0.0310997 | val_loss: 0.0312246 | Time: 1648.22 ms [2021-12-18 08:39:26 main:574] : INFO : Epoch 1924 | loss: 0.0310905 | val_loss: 0.0312528 | Time: 1999.95 ms [2021-12-18 08:39:28 main:574] : INFO : Epoch 1925 | loss: 0.0310851 | val_loss: 0.0312349 | Time: 1816.66 ms [2021-12-18 08:39:29 main:574] : INFO : Epoch 1926 | loss: 0.031082 | val_loss: 0.0312434 | Time: 1668.02 ms [2021-12-18 08:39:31 main:574] : INFO : Epoch 1927 | loss: 0.0310828 | val_loss: 0.0312284 | Time: 1977.75 ms [2021-12-18 08:39:33 main:574] : INFO : Epoch 1928 | loss: 0.0310824 | val_loss: 0.0312281 | Time: 1799.79 ms [2021-12-18 08:39:35 main:574] : INFO : Epoch 1929 | loss: 0.0310812 | val_loss: 0.0312355 | Time: 1656.56 ms [2021-12-18 08:39:37 main:574] : INFO : Epoch 1930 | loss: 0.0310926 | val_loss: 0.031239 | Time: 1997.47 ms [2021-12-18 08:39:39 main:574] : INFO : Epoch 1931 | loss: 0.0310942 | val_loss: 0.0312286 | Time: 1823.09 ms [2021-12-18 08:39:40 main:574] : INFO : Epoch 1932 | loss: 0.0310951 | val_loss: 0.031231 | Time: 1676.4 ms [2021-12-18 08:39:42 main:574] : INFO : Epoch 1933 | loss: 0.0310915 | val_loss: 0.031243 | Time: 1974.02 ms [2021-12-18 08:39:44 main:574] : INFO : Epoch 1934 | loss: 0.0310837 | val_loss: 0.0312391 | Time: 1842.66 ms [2021-12-18 08:39:46 main:574] : INFO : Epoch 1935 | loss: 0.0310798 | val_loss: 0.0312295 | Time: 1662.41 ms [2021-12-18 08:39:48 main:574] : INFO : Epoch 1936 | loss: 0.0310798 | val_loss: 0.031225 | Time: 1949.47 ms [2021-12-18 08:39:50 main:574] : INFO : Epoch 1937 | loss: 0.0311405 | val_loss: 0.0312591 | Time: 1824.65 ms [2021-12-18 08:39:51 main:574] : INFO : Epoch 1938 | loss: 0.0333729 | val_loss: 0.0321911 | Time: 1684.63 ms [2021-12-18 08:39:53 main:574] : INFO : Epoch 1939 | loss: 0.0320299 | val_loss: 0.0317736 | Time: 1957.08 ms [2021-12-18 08:39:55 main:574] : INFO : Epoch 1940 | loss: 0.0313982 | val_loss: 0.0313207 | Time: 1840.27 ms [2021-12-18 08:39:57 main:574] : INFO : Epoch 1941 | loss: 0.0312755 | val_loss: 0.0312598 | Time: 1659.88 ms [2021-12-18 08:39:59 main:574] : INFO : Epoch 1942 | loss: 0.0312536 | val_loss: 0.0312508 | Time: 1951.03 ms [2021-12-18 08:40:01 main:574] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1856.22 ms [2021-12-18 08:40:02 main:574] : INFO : Epoch 1944 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1669.15 ms [2021-12-18 08:40:04 main:574] : INFO : Epoch 1945 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1940.31 ms [2021-12-18 08:40:06 main:574] : INFO : Epoch 1946 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1863.43 ms [2021-12-18 08:40:08 main:574] : INFO : Epoch 1947 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1650.62 ms [2021-12-18 08:40:10 main:574] : INFO : Epoch 1948 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1933.24 ms [2021-12-18 08:40:12 main:574] : INFO : Epoch 1949 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1885.68 ms [2021-12-18 08:40:13 main:574] : INFO : Epoch 1950 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 1677.09 ms [2021-12-18 08:40:15 main:574] : INFO : Epoch 1951 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1920.34 ms [2021-12-18 08:40:17 main:574] : INFO : Epoch 1952 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1896.01 ms [2021-12-18 08:40:19 main:574] : INFO : Epoch 1953 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1662.4 ms [2021-12-18 08:40:21 main:574] : INFO : Epoch 1954 | loss: 0.031245 | val_loss: 0.031245 | Time: 1957.7 ms [2021-12-18 08:40:23 main:574] : INFO : Epoch 1955 | loss: 0.0312439 | val_loss: 0.031245 | Time: 1876.37 ms [2021-12-18 08:40:24 main:574] : INFO : Epoch 1956 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 1661.09 ms [2021-12-18 08:40:26 main:574] : INFO : Epoch 1957 | loss: 0.0312437 | val_loss: 0.0312457 | Time: 1924.58 ms [2021-12-18 08:40:28 main:574] : INFO : Epoch 1958 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 1908.71 ms [2021-12-18 08:40:30 main:574] : INFO : Epoch 1959 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 1652.92 ms [2021-12-18 08:40:32 main:574] : INFO : Epoch 1960 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 1932.08 ms [2021-12-18 08:40:34 main:574] : INFO : Epoch 1961 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 1891.57 ms [2021-12-18 08:40:35 main:574] : INFO : Epoch 1962 | loss: 0.0312421 | val_loss: 0.0312411 | Time: 1650.68 ms [2021-12-18 08:40:37 main:574] : INFO : Epoch 1963 | loss: 0.031241 | val_loss: 0.0312413 | Time: 1930.24 ms [2021-12-18 08:40:39 main:574] : INFO : Epoch 1964 | loss: 0.0312399 | val_loss: 0.0312408 | Time: 1902.7 ms [2021-12-18 08:40:41 main:574] : INFO : Epoch 1965 | loss: 0.031239 | val_loss: 0.0312407 | Time: 1661.69 ms [2021-12-18 08:40:43 main:574] : INFO : Epoch 1966 | loss: 0.0312387 | val_loss: 0.0312406 | Time: 1928.5 ms [2021-12-18 08:40:45 main:574] : INFO : Epoch 1967 | loss: 0.0312385 | val_loss: 0.0312382 | Time: 1898.67 ms [2021-12-18 08:40:46 main:574] : INFO : Epoch 1968 | loss: 0.0312379 | val_loss: 0.0312385 | Time: 1666.53 ms [2021-12-18 08:40:48 main:574] : INFO : Epoch 1969 | loss: 0.031239 | val_loss: 0.0312377 | Time: 1955.03 ms [2021-12-18 08:40:50 main:574] : INFO : Epoch 1970 | loss: 0.0312379 | val_loss: 0.0312386 | Time: 1912.61 ms [2021-12-18 08:40:52 main:574] : INFO : Epoch 1971 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 1655.72 ms [2021-12-18 08:40:54 main:574] : INFO : Epoch 1972 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 1933.45 ms [2021-12-18 08:40:56 main:574] : INFO : Epoch 1973 | loss: 0.0312363 | val_loss: 0.031237 | Time: 1915.15 ms [2021-12-18 08:40:57 main:574] : INFO : Epoch 1974 | loss: 0.0312359 | val_loss: 0.0312392 | Time: 1663.39 ms [2021-12-18 08:40:59 main:574] : INFO : Epoch 1975 | loss: 0.0312364 | val_loss: 0.0312373 | Time: 1852.76 ms [2021-12-18 08:41:01 main:574] : INFO : Epoch 1976 | loss: 0.0312363 | val_loss: 0.0312413 | Time: 1861.48 ms [2021-12-18 08:41:03 main:574] : INFO : Epoch 1977 | loss: 0.0312387 | val_loss: 0.0312358 | Time: 1667.97 ms [2021-12-18 08:41:05 main:574] : INFO : Epoch 1978 | loss: 0.0312378 | val_loss: 0.0312384 | Time: 1883.13 ms [2021-12-18 08:41:06 main:574] : INFO : Epoch 1979 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1798.43 ms [2021-12-18 08:41:08 main:574] : INFO : Epoch 1980 | loss: 0.0312338 | val_loss: 0.0312333 | Time: 1662.28 ms [2021-12-18 08:41:10 main:574] : INFO : Epoch 1981 | loss: 0.0312339 | val_loss: 0.0312345 | Time: 2004.1 ms [2021-12-18 08:41:12 main:574] : INFO : Epoch 1982 | loss: 0.031233 | val_loss: 0.0312331 | Time: 1821.18 ms [2021-12-18 08:41:14 main:574] : INFO : Epoch 1983 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 1654.98 ms [2021-12-18 08:41:16 main:574] : INFO : Epoch 1984 | loss: 0.0312365 | val_loss: 0.0312334 | Time: 1995.29 ms [2021-12-18 08:41:17 main:574] : INFO : Epoch 1985 | loss: 0.0312377 | val_loss: 0.0312346 | Time: 1813.86 ms [2021-12-18 08:41:19 main:574] : INFO : Epoch 1986 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 1654.05 ms [2021-12-18 08:41:21 main:574] : INFO : Epoch 1987 | loss: 0.0312374 | val_loss: 0.0312367 | Time: 1990.41 ms [2021-12-18 08:41:23 main:574] : INFO : Epoch 1988 | loss: 0.0312345 | val_loss: 0.0312343 | Time: 1836.81 ms [2021-12-18 08:41:25 main:574] : INFO : Epoch 1989 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 1668.36 ms [2021-12-18 08:41:27 main:574] : INFO : Epoch 1990 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 1993.96 ms [2021-12-18 08:41:28 main:574] : INFO : Epoch 1991 | loss: 0.0312344 | val_loss: 0.0312354 | Time: 1845.04 ms [2021-12-18 08:41:30 main:574] : INFO : Epoch 1992 | loss: 0.0312329 | val_loss: 0.0312349 | Time: 1659.94 ms [2021-12-18 08:41:32 main:574] : INFO : Epoch 1993 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 1998.69 ms [2021-12-18 08:41:34 main:574] : INFO : Epoch 1994 | loss: 0.031232 | val_loss: 0.0312332 | Time: 1922.08 ms [2021-12-18 08:41:36 main:574] : INFO : Epoch 1995 | loss: 0.031232 | val_loss: 0.0312329 | Time: 1651.97 ms [2021-12-18 08:41:38 main:574] : INFO : Epoch 1996 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 1917.85 ms [2021-12-18 08:41:39 main:574] : INFO : Epoch 1997 | loss: 0.0312316 | val_loss: 0.0312317 | Time: 1907.35 ms [2021-12-18 08:41:41 main:574] : INFO : Epoch 1998 | loss: 0.031235 | val_loss: 0.0312388 | Time: 1664.01 ms [2021-12-18 08:41:43 main:574] : INFO : Epoch 1999 | loss: 0.0312326 | val_loss: 0.0312319 | Time: 1916.64 ms [2021-12-18 08:41:45 main:574] : INFO : Epoch 2000 | loss: 0.0312328 | val_loss: 0.0312315 | Time: 1905.7 ms [2021-12-18 08:41:47 main:574] : INFO : Epoch 2001 | loss: 0.0312317 | val_loss: 0.0312327 | Time: 1644.6 ms [2021-12-18 08:41:49 main:574] : INFO : Epoch 2002 | loss: 0.0312306 | val_loss: 0.0312312 | Time: 1930.39 ms [2021-12-18 08:41:50 main:574] : INFO : Epoch 2003 | loss: 0.0312304 | val_loss: 0.0312311 | Time: 1895.31 ms [2021-12-18 08:41:52 main:574] : INFO : Epoch 2004 | loss: 0.0312318 | val_loss: 0.0312334 | Time: 1656.82 ms [2021-12-18 08:41:54 main:574] : INFO : Epoch 2005 | loss: 0.0312323 | val_loss: 0.0312367 | Time: 1928.23 ms [2021-12-18 08:41:56 main:574] : INFO : Epoch 2006 | loss: 0.031234 | val_loss: 0.0312338 | Time: 1894.16 ms [2021-12-18 08:41:58 main:574] : INFO : Epoch 2007 | loss: 0.0312328 | val_loss: 0.0312317 | Time: 1644.05 ms [2021-12-18 08:41:59 main:574] : INFO : Epoch 2008 | loss: 0.0312313 | val_loss: 0.0312462 | Time: 1909.49 ms [2021-12-18 08:42:01 main:574] : INFO : Epoch 2009 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1909.67 ms [2021-12-18 08:42:03 main:574] : INFO : Epoch 2010 | loss: 0.0312334 | val_loss: 0.0312304 | Time: 1658.36 ms [2021-12-18 08:42:05 main:574] : INFO : Epoch 2011 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 1889.02 ms [2021-12-18 08:42:07 main:574] : INFO : Epoch 2012 | loss: 0.0312313 | val_loss: 0.0312306 | Time: 1926.92 ms [2021-12-18 08:42:09 main:574] : INFO : Epoch 2013 | loss: 0.0312313 | val_loss: 0.031233 | Time: 1666.46 ms [2021-12-18 08:42:10 main:574] : INFO : Epoch 2014 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 1886.17 ms [2021-12-18 08:42:12 main:574] : INFO : Epoch 2015 | loss: 0.0312323 | val_loss: 0.0312316 | Time: 1924.51 ms [2021-12-18 08:42:14 main:574] : INFO : Epoch 2016 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1657.55 ms [2021-12-18 08:42:16 main:574] : INFO : Epoch 2017 | loss: 0.0312332 | val_loss: 0.031237 | Time: 1881.94 ms [2021-12-18 08:42:18 main:574] : INFO : Epoch 2018 | loss: 0.0312329 | val_loss: 0.0312305 | Time: 1920.73 ms [2021-12-18 08:42:19 main:574] : INFO : Epoch 2019 | loss: 0.0312293 | val_loss: 0.0312279 | Time: 1661.68 ms [2021-12-18 08:42:21 main:574] : INFO : Epoch 2020 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1885.73 ms [2021-12-18 08:42:23 main:574] : INFO : Epoch 2021 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 1916.25 ms [2021-12-18 08:42:25 main:574] : INFO : Epoch 2022 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 1654.84 ms [2021-12-18 08:42:27 main:574] : INFO : Epoch 2023 | loss: 0.0312281 | val_loss: 0.031227 | Time: 1908.56 ms [2021-12-18 08:42:29 main:574] : INFO : Epoch 2024 | loss: 0.0312294 | val_loss: 0.0312272 | Time: 1905.75 ms [2021-12-18 08:42:30 main:574] : INFO : Epoch 2025 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 1665.08 ms [2021-12-18 08:42:32 main:574] : INFO : Epoch 2026 | loss: 0.0312298 | val_loss: 0.0312285 | Time: 1896.07 ms [2021-12-18 08:42:34 main:574] : INFO : Epoch 2027 | loss: 0.0312316 | val_loss: 0.0312413 | Time: 1905.98 ms [2021-12-18 08:42:36 main:574] : INFO : Epoch 2028 | loss: 0.0312299 | val_loss: 0.0312297 | Time: 1668.7 ms [2021-12-18 08:42:38 main:574] : INFO : Epoch 2029 | loss: 0.0312289 | val_loss: 0.0312298 | Time: 1917.85 ms [2021-12-18 08:42:40 main:574] : INFO : Epoch 2030 | loss: 0.0312266 | val_loss: 0.0312255 | Time: 1939.64 ms [2021-12-18 08:42:41 main:574] : INFO : Epoch 2031 | loss: 0.0312254 | val_loss: 0.0312276 | Time: 1661.21 ms [2021-12-18 08:42:43 main:574] : INFO : Epoch 2032 | loss: 0.0312267 | val_loss: 0.0312274 | Time: 1906.24 ms [2021-12-18 08:42:45 main:574] : INFO : Epoch 2033 | loss: 0.0312274 | val_loss: 0.0312274 | Time: 1941.65 ms [2021-12-18 08:42:47 main:574] : INFO : Epoch 2034 | loss: 0.0312257 | val_loss: 0.031226 | Time: 1657.66 ms [2021-12-18 08:42:49 main:574] : INFO : Epoch 2035 | loss: 0.0312265 | val_loss: 0.0312266 | Time: 1902.36 ms [2021-12-18 08:42:51 main:574] : INFO : Epoch 2036 | loss: 0.031225 | val_loss: 0.0312243 | Time: 1951.14 ms [2021-12-18 08:42:52 main:574] : INFO : Epoch 2037 | loss: 0.0312255 | val_loss: 0.031224 | Time: 1658.64 ms [2021-12-18 08:42:54 main:574] : INFO : Epoch 2038 | loss: 0.0312252 | val_loss: 0.0312263 | Time: 1895.77 ms [2021-12-18 08:42:56 main:574] : INFO : Epoch 2039 | loss: 0.0312239 | val_loss: 0.0312296 | Time: 1920.92 ms [2021-12-18 08:42:58 main:574] : INFO : Epoch 2040 | loss: 0.031226 | val_loss: 0.0312244 | Time: 1703.49 ms [2021-12-18 08:43:00 main:574] : INFO : Epoch 2041 | loss: 0.0312226 | val_loss: 0.0312243 | Time: 1840.49 ms [2021-12-18 08:43:02 main:574] : INFO : Epoch 2042 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 1967.14 ms [2021-12-18 08:43:04 main:574] : INFO : Epoch 2043 | loss: 0.0312217 | val_loss: 0.0312244 | Time: 1708.62 ms [2021-12-18 08:43:05 main:574] : INFO : Epoch 2044 | loss: 0.0312234 | val_loss: 0.0312286 | Time: 1800.5 ms [2021-12-18 08:43:07 main:574] : INFO : Epoch 2045 | loss: 0.0312263 | val_loss: 0.031224 | Time: 1995.55 ms [2021-12-18 08:43:09 main:574] : INFO : Epoch 2046 | loss: 0.0312227 | val_loss: 0.031222 | Time: 1722.21 ms [2021-12-18 08:43:11 main:574] : INFO : Epoch 2047 | loss: 0.0312215 | val_loss: 0.0312262 | Time: 1831.58 ms [2021-12-18 08:43:13 main:574] : INFO : Epoch 2048 | loss: 0.0312233 | val_loss: 0.0312252 | Time: 1954.74 ms [2021-12-18 08:43:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312252 [2021-12-18 08:43:13 main:603] : INFO : Saving end state to config to file [2021-12-18 08:43:13 main:608] : INFO : Success, exiting.. 08:43:13 (4208): 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)