Task 6344770
| Name | ParityMachine-1627362404-16230-3_0 |
| Workunit | 4128503 |
| Created | 4 Aug 2021, 20:58:09 UTC |
| Sent | 9 Aug 2021, 14:16:22 UTC |
| Report deadline | 16 Aug 2021, 14:16:22 UTC |
| Received | 10 Aug 2021, 2:49:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 4 min 24 sec |
| CPU time | 1 hours 55 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.25 GB |
| Peak swap size | 4.52 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311026 | val_loss: 0.0311379 | Time: 1956.18 ms [2021-08-09 21:32:24 main:574] : INFO : Epoch 1543 | loss: 0.0311017 | val_loss: 0.0311367 | Time: 1956.02 ms [2021-08-09 21:32:25 main:574] : INFO : Epoch 1544 | loss: 0.031099 | val_loss: 0.0311374 | Time: 1709.55 ms [2021-08-09 21:32:27 main:574] : INFO : Epoch 1545 | loss: 0.031102 | val_loss: 0.0311512 | Time: 1726.2 ms [2021-08-09 21:32:29 main:574] : INFO : Epoch 1546 | loss: 0.0311167 | val_loss: 0.0311583 | Time: 1994.52 ms [2021-08-09 21:32:31 main:574] : INFO : Epoch 1547 | loss: 0.0311112 | val_loss: 0.0311482 | Time: 1778.38 ms [2021-08-09 21:32:33 main:574] : INFO : Epoch 1548 | loss: 0.0311073 | val_loss: 0.0311519 | Time: 1675.94 ms [2021-08-09 21:32:34 main:574] : INFO : Epoch 1549 | loss: 0.031109 | val_loss: 0.0311442 | Time: 1840.95 ms [2021-08-09 21:32:36 main:574] : INFO : Epoch 1550 | loss: 0.0311097 | val_loss: 0.0311455 | Time: 1947.59 ms [2021-08-09 21:32:38 main:574] : INFO : Epoch 1551 | loss: 0.0311067 | val_loss: 0.0311466 | Time: 1708.87 ms [2021-08-09 21:32:40 main:574] : INFO : Epoch 1552 | loss: 0.0311053 | val_loss: 0.0311416 | Time: 1676.83 ms [2021-08-09 21:32:42 main:574] : INFO : Epoch 1553 | loss: 0.0311125 | val_loss: 0.031143 | Time: 1982.18 ms [2021-08-09 21:32:44 main:574] : INFO : Epoch 1554 | loss: 0.0311163 | val_loss: 0.0311436 | Time: 1889.68 ms [2021-08-09 21:32:45 main:574] : INFO : Epoch 1555 | loss: 0.0311137 | val_loss: 0.0311409 | Time: 1699.89 ms [2021-08-09 21:32:47 main:574] : INFO : Epoch 1556 | loss: 0.0311093 | val_loss: 0.0311401 | Time: 1784.11 ms [2021-08-09 21:32:49 main:574] : INFO : Epoch 1557 | loss: 0.0311051 | val_loss: 0.0311417 | Time: 1995.66 ms [2021-08-09 21:32:51 main:574] : INFO : Epoch 1558 | loss: 0.0311052 | val_loss: 0.0311408 | Time: 1798.9 ms [2021-08-09 21:32:53 main:574] : INFO : Epoch 1559 | loss: 0.0311021 | val_loss: 0.0311443 | Time: 1680.92 ms [2021-08-09 21:32:55 main:574] : INFO : Epoch 1560 | loss: 0.0311014 | val_loss: 0.031147 | Time: 1867.6 ms [2021-08-09 21:32:56 main:574] : INFO : Epoch 1561 | loss: 0.0311004 | val_loss: 0.0311455 | Time: 1946.82 ms [2021-08-09 21:32:58 main:574] : INFO : Epoch 1562 | loss: 0.0311005 | val_loss: 0.0311453 | Time: 1687.7 ms [2021-08-09 21:33:00 main:574] : INFO : Epoch 1563 | loss: 0.0310983 | val_loss: 0.0311469 | Time: 1719.22 ms [2021-08-09 21:33:02 main:574] : INFO : Epoch 1564 | loss: 0.0310961 | val_loss: 0.0311451 | Time: 1977.7 ms [2021-08-09 21:33:04 main:574] : INFO : Epoch 1565 | loss: 0.0310948 | val_loss: 0.0311425 | Time: 1856.06 ms [2021-08-09 21:33:05 main:574] : INFO : Epoch 1566 | loss: 0.0310949 | val_loss: 0.0311446 | Time: 1695.38 ms [2021-08-09 21:33:07 main:574] : INFO : Epoch 1567 | loss: 0.0310958 | val_loss: 0.0311404 | Time: 1791.07 ms [2021-08-09 21:33:09 main:574] : INFO : Epoch 1568 | loss: 0.0310984 | val_loss: 0.0311436 | Time: 1983.19 ms [2021-08-09 21:33:11 main:574] : INFO : Epoch 1569 | loss: 0.0311007 | val_loss: 0.0311393 | Time: 1840.4 ms [2021-08-09 21:33:13 main:574] : INFO : Epoch 1570 | loss: 0.0310988 | val_loss: 0.0311432 | Time: 1804.05 ms [2021-08-09 21:33:15 main:574] : INFO : Epoch 1571 | loss: 0.031099 | val_loss: 0.0311439 | Time: 1834.53 ms [2021-08-09 21:33:17 main:574] : INFO : Epoch 1572 | loss: 0.0310992 | val_loss: 0.031142 | Time: 1984.92 ms [2021-08-09 21:33:19 main:574] : INFO : Epoch 1573 | loss: 0.0310972 | val_loss: 0.0311544 | Time: 1748.41 ms [2021-08-09 21:33:20 main:574] : INFO : Epoch 1574 | loss: 0.0310973 | val_loss: 0.031145 | Time: 1690.14 ms [2021-08-09 21:33:22 main:574] : INFO : Epoch 1575 | loss: 0.0310953 | val_loss: 0.0311455 | Time: 1934.67 ms [2021-08-09 21:33:24 main:574] : INFO : Epoch 1576 | loss: 0.0310959 | val_loss: 0.0311496 | Time: 1949.01 ms [2021-08-09 21:33:26 main:574] : INFO : Epoch 1577 | loss: 0.0310977 | val_loss: 0.0311455 | Time: 1734.58 ms [2021-08-09 21:33:28 main:574] : INFO : Epoch 1578 | loss: 0.0311002 | val_loss: 0.0311431 | Time: 1696.2 ms [2021-08-09 21:33:30 main:574] : INFO : Epoch 1579 | loss: 0.0311026 | val_loss: 0.0311401 | Time: 2011.91 ms [2021-08-09 21:33:32 main:574] : INFO : Epoch 1580 | loss: 0.0310965 | val_loss: 0.0311445 | Time: 1913.73 ms [2021-08-09 21:33:33 main:574] : INFO : Epoch 1581 | loss: 0.0310948 | val_loss: 0.0311403 | Time: 1666.5 ms [2021-08-09 21:33:35 main:574] : INFO : Epoch 1582 | loss: 0.0310942 | val_loss: 0.0311384 | Time: 1789.29 ms [2021-08-09 21:33:37 main:574] : INFO : Epoch 1583 | loss: 0.0310954 | val_loss: 0.0311411 | Time: 2056.55 ms [2021-08-09 21:33:39 main:574] : INFO : Epoch 1584 | loss: 0.0310958 | val_loss: 0.0311405 | Time: 1801.52 ms [2021-08-09 21:33:41 main:574] : INFO : Epoch 1585 | loss: 0.0310954 | val_loss: 0.0311411 | Time: 1699.98 ms [2021-08-09 21:33:42 main:574] : INFO : Epoch 1586 | loss: 0.0310948 | val_loss: 0.0311409 | Time: 1844.36 ms [2021-08-09 21:33:44 main:574] : INFO : Epoch 1587 | loss: 0.0310943 | val_loss: 0.0311379 | Time: 2012.52 ms [2021-08-09 21:33:46 main:574] : INFO : Epoch 1588 | loss: 0.0310912 | val_loss: 0.0311424 | Time: 1748.65 ms [2021-08-09 21:33:48 main:574] : INFO : Epoch 1589 | loss: 0.0310912 | val_loss: 0.0311404 | Time: 1719.4 ms [2021-08-09 21:33:50 main:574] : INFO : Epoch 1590 | loss: 0.031091 | val_loss: 0.0311448 | Time: 1892.84 ms [2021-08-09 21:33:52 main:574] : INFO : Epoch 1591 | loss: 0.0310945 | val_loss: 0.0311427 | Time: 1968.46 ms [2021-08-09 21:33:54 main:574] : INFO : Epoch 1592 | loss: 0.0310915 | val_loss: 0.0311421 | Time: 1702.63 ms [2021-08-09 21:33:55 main:574] : INFO : Epoch 1593 | loss: 0.0310911 | val_loss: 0.0311448 | Time: 1698.94 ms [2021-08-09 21:33:57 main:574] : INFO : Epoch 1594 | loss: 0.0310899 | val_loss: 0.0311427 | Time: 1995.02 ms [2021-08-09 21:33:59 main:574] : INFO : Epoch 1595 | loss: 0.0310887 | val_loss: 0.0311455 | Time: 1910.25 ms [2021-08-09 21:34:01 main:574] : INFO : Epoch 1596 | loss: 0.0310919 | val_loss: 0.0311453 | Time: 1755.35 ms [2021-08-09 21:34:03 main:574] : INFO : Epoch 1597 | loss: 0.0310905 | val_loss: 0.0311441 | Time: 1756.56 ms [2021-08-09 21:34:05 main:574] : INFO : Epoch 1598 | loss: 0.0310894 | val_loss: 0.0311452 | Time: 2002.94 ms [2021-08-09 21:34:06 main:574] : INFO : Epoch 1599 | loss: 0.0310894 | val_loss: 0.0311505 | Time: 1789.4 ms [2021-08-09 21:34:08 main:574] : INFO : Epoch 1600 | loss: 0.0310932 | val_loss: 0.0311447 | Time: 1694.12 ms [2021-08-09 21:34:10 main:574] : INFO : Epoch 1601 | loss: 0.0310887 | val_loss: 0.0311418 | Time: 1864.18 ms [2021-08-09 21:34:12 main:574] : INFO : Epoch 1602 | loss: 0.0310867 | val_loss: 0.0311448 | Time: 2000.63 ms [2021-08-09 21:34:14 main:574] : INFO : Epoch 1603 | loss: 0.0310862 | val_loss: 0.0311457 | Time: 1708.29 ms [2021-08-09 21:34:15 main:574] : INFO : Epoch 1604 | loss: 0.0310855 | val_loss: 0.0311455 | Time: 1710.57 ms [2021-08-09 21:34:17 main:574] : INFO : Epoch 1605 | loss: 0.0310897 | val_loss: 0.0311473 | Time: 1938.04 ms [2021-08-09 21:34:19 main:574] : INFO : Epoch 1606 | loss: 0.0310892 | val_loss: 0.0311526 | Time: 1916.42 ms [2021-08-09 21:34:21 main:574] : INFO : Epoch 1607 | loss: 0.031092 | val_loss: 0.0311445 | Time: 1684.48 ms [2021-08-09 21:34:23 main:574] : INFO : Epoch 1608 | loss: 0.0310901 | val_loss: 0.0311441 | Time: 1745.51 ms [2021-08-09 21:34:25 main:574] : INFO : Epoch 1609 | loss: 0.0310867 | val_loss: 0.0311471 | Time: 2002.56 ms [2021-08-09 21:34:27 main:574] : INFO : Epoch 1610 | loss: 0.0310862 | val_loss: 0.0311466 | Time: 1853.06 ms [2021-08-09 21:34:28 main:574] : INFO : Epoch 1611 | loss: 0.0310867 | val_loss: 0.0311463 | Time: 1718.15 ms [2021-08-09 21:34:30 main:574] : INFO : Epoch 1612 | loss: 0.0310874 | val_loss: 0.0311415 | Time: 1829.57 ms [2021-08-09 21:34:32 main:574] : INFO : Epoch 1613 | loss: 0.0310927 | val_loss: 0.0311518 | Time: 1984.64 ms [2021-08-09 21:34:34 main:574] : INFO : Epoch 1614 | loss: 0.0310885 | val_loss: 0.0311487 | Time: 1730.32 ms [2021-08-09 21:34:36 main:574] : INFO : Epoch 1615 | loss: 0.0310918 | val_loss: 0.0311435 | Time: 1703.71 ms [2021-08-09 21:34:38 main:574] : INFO : Epoch 1616 | loss: 0.0310895 | val_loss: 0.0311429 | Time: 1927.04 ms [2021-08-09 21:34:40 main:574] : INFO : Epoch 1617 | loss: 0.0310883 | val_loss: 0.0311465 | Time: 1914.04 ms [2021-08-09 21:34:41 main:574] : INFO : Epoch 1618 | loss: 0.0310871 | val_loss: 0.0311444 | Time: 1689.57 ms [2021-08-09 21:34:43 main:574] : INFO : Epoch 1619 | loss: 0.0310847 | val_loss: 0.0311419 | Time: 1732.33 ms [2021-08-09 21:34:45 main:574] : INFO : Epoch 1620 | loss: 0.0310844 | val_loss: 0.0311442 | Time: 1998.88 ms [2021-08-09 21:34:47 main:574] : INFO : Epoch 1621 | loss: 0.0310843 | val_loss: 0.0311508 | Time: 1795.22 ms [2021-08-09 21:34:48 main:574] : INFO : Epoch 1622 | loss: 0.0310844 | val_loss: 0.0311437 | Time: 1698.95 ms [2021-08-09 21:34:50 main:574] : INFO : Epoch 1623 | loss: 0.031088 | val_loss: 0.0311418 | Time: 1851.68 ms [2021-08-09 21:34:52 main:574] : INFO : Epoch 1624 | loss: 0.0310849 | val_loss: 0.0311404 | Time: 2009.97 ms [2021-08-09 21:34:54 main:574] : INFO : Epoch 1625 | loss: 0.0310858 | val_loss: 0.0311436 | Time: 1715.23 ms [2021-08-09 21:34:56 main:574] : INFO : Epoch 1626 | loss: 0.0310846 | val_loss: 0.031143 | Time: 1676.33 ms [2021-08-09 21:34:58 main:574] : INFO : Epoch 1627 | loss: 0.0310908 | val_loss: 0.0311424 | Time: 1961.96 ms [2021-08-09 21:35:00 main:574] : INFO : Epoch 1628 | loss: 0.0310941 | val_loss: 0.03115 | Time: 1940.24 ms [2021-08-09 21:35:01 main:574] : INFO : Epoch 1629 | loss: 0.0310919 | val_loss: 0.0311393 | Time: 1806.87 ms [2021-08-09 21:35:03 main:574] : INFO : Epoch 1630 | loss: 0.0310931 | val_loss: 0.0311415 | Time: 1673.83 ms [2021-08-09 21:35:05 main:574] : INFO : Epoch 1631 | loss: 0.0310926 | val_loss: 0.0311436 | Time: 1985.89 ms [2021-08-09 21:35:07 main:574] : INFO : Epoch 1632 | loss: 0.0310913 | val_loss: 0.0311444 | Time: 1929.7 ms [2021-08-09 21:35:09 main:574] : INFO : Epoch 1633 | loss: 0.0310909 | val_loss: 0.0311422 | Time: 1704.6 ms [2021-08-09 21:35:11 main:574] : INFO : Epoch 1634 | loss: 0.0310883 | val_loss: 0.0311416 | Time: 1784.96 ms [2021-08-09 21:35:13 main:574] : INFO : Epoch 1635 | loss: 0.0310881 | val_loss: 0.0311495 | Time: 2001.64 ms [2021-08-09 21:35:14 main:574] : INFO : Epoch 1636 | loss: 0.031089 | val_loss: 0.0311446 | Time: 1838.71 ms [2021-08-09 21:35:16 main:574] : INFO : Epoch 1637 | loss: 0.0310873 | val_loss: 0.031144 | Time: 1716.08 ms [2021-08-09 21:35:18 main:574] : INFO : Epoch 1638 | loss: 0.0310863 | val_loss: 0.0311426 | Time: 1826.98 ms [2021-08-09 21:35:20 main:574] : INFO : Epoch 1639 | loss: 0.0310847 | val_loss: 0.0311505 | Time: 1994.78 ms [2021-08-09 21:35:42 main:574] : INFO : Epoch 1640 | loss: 0.0310837 | val_loss: 0.0311497 | Time: 22286.9 ms [2021-08-09 21:35:44 main:574] : INFO : Epoch 1641 | loss: 0.0310853 | val_loss: 0.031149 | Time: 1664.23 ms [2021-08-09 21:35:46 main:574] : INFO : Epoch 1642 | loss: 0.0310851 | val_loss: 0.0311495 | Time: 1709.12 ms [2021-08-09 21:35:48 main:574] : INFO : Epoch 1643 | loss: 0.0310848 | val_loss: 0.0311451 | Time: 1999.56 ms [2021-08-09 21:35:50 main:574] : INFO : Epoch 1644 | loss: 0.0310817 | val_loss: 0.0311453 | Time: 1829.58 ms [2021-08-09 21:35:51 main:574] : INFO : Epoch 1645 | loss: 0.0310826 | val_loss: 0.0311483 | Time: 1703.26 ms [2021-08-09 21:35:53 main:574] : INFO : Epoch 1646 | loss: 0.0310839 | val_loss: 0.0311493 | Time: 1820.02 ms [2021-08-09 21:35:55 main:574] : INFO : Epoch 1647 | loss: 0.0310857 | val_loss: 0.0311441 | Time: 1983.34 ms [2021-08-09 21:35:57 main:574] : INFO : Epoch 1648 | loss: 0.0310833 | val_loss: 0.0311466 | Time: 1688.66 ms [2021-08-09 21:35:58 main:574] : INFO : Epoch 1649 | loss: 0.0310885 | val_loss: 0.0311479 | Time: 1648.64 ms [2021-08-09 21:36:00 main:574] : INFO : Epoch 1650 | loss: 0.0310885 | val_loss: 0.0311393 | Time: 1957.36 ms [2021-08-09 21:36:02 main:574] : INFO : Epoch 1651 | loss: 0.0310855 | val_loss: 0.0311547 | Time: 1887.33 ms [2021-08-09 21:36:04 main:574] : INFO : Epoch 1652 | loss: 0.0310893 | val_loss: 0.0311451 | Time: 1715.57 ms [2021-08-09 21:36:06 main:574] : INFO : Epoch 1653 | loss: 0.0310895 | val_loss: 0.0311433 | Time: 1751.82 ms [2021-08-09 21:36:08 main:574] : INFO : Epoch 1654 | loss: 0.0310957 | val_loss: 0.0311555 | Time: 1988.3 ms [2021-08-09 21:36:10 main:574] : INFO : Epoch 1655 | loss: 0.0311488 | val_loss: 0.0317733 | Time: 1760.15 ms [2021-08-09 21:36:22 main:574] : INFO : Epoch 1656 | loss: 0.0325322 | val_loss: 0.031572 | Time: 11996.2 ms [2021-08-09 21:36:23 main:574] : INFO : Epoch 1657 | loss: 0.0313921 | val_loss: 0.0312404 | Time: 1780.39 ms [2021-08-09 21:36:25 main:574] : INFO : Epoch 1658 | loss: 0.0311808 | val_loss: 0.0311518 | Time: 2002.96 ms [2021-08-09 21:36:27 main:574] : INFO : Epoch 1659 | loss: 0.0311113 | val_loss: 0.0311389 | Time: 1735.79 ms [2021-08-09 21:36:29 main:574] : INFO : Epoch 1660 | loss: 0.0310959 | val_loss: 0.0311389 | Time: 1694.59 ms [2021-08-09 21:36:31 main:574] : INFO : Epoch 1661 | loss: 0.0310935 | val_loss: 0.0311353 | Time: 1866.93 ms [2021-08-09 21:36:33 main:574] : INFO : Epoch 1662 | loss: 0.0310938 | val_loss: 0.031136 | Time: 1953.71 ms [2021-08-09 21:36:34 main:574] : INFO : Epoch 1663 | loss: 0.0310918 | val_loss: 0.0311342 | Time: 1705.32 ms [2021-08-09 21:36:36 main:574] : INFO : Epoch 1664 | loss: 0.0310938 | val_loss: 0.0311376 | Time: 1677.51 ms [2021-08-09 21:36:38 main:574] : INFO : Epoch 1665 | loss: 0.0310967 | val_loss: 0.0311368 | Time: 1984.97 ms [2021-08-09 21:36:40 main:574] : INFO : Epoch 1666 | loss: 0.0310986 | val_loss: 0.0311397 | Time: 1829.9 ms [2021-08-09 21:36:42 main:574] : INFO : Epoch 1667 | loss: 0.0310971 | val_loss: 0.0311405 | Time: 1688.97 ms [2021-08-09 21:36:43 main:574] : INFO : Epoch 1668 | loss: 0.0310959 | val_loss: 0.031141 | Time: 1818.79 ms [2021-08-09 21:36:45 main:574] : INFO : Epoch 1669 | loss: 0.0310982 | val_loss: 0.0311404 | Time: 1992.58 ms [2021-08-09 21:36:47 main:574] : INFO : Epoch 1670 | loss: 0.0311009 | val_loss: 0.0311436 | Time: 1712.68 ms [2021-08-09 21:36:49 main:574] : INFO : Epoch 1671 | loss: 0.0310973 | val_loss: 0.0311394 | Time: 1671.74 ms [2021-08-09 21:36:51 main:574] : INFO : Epoch 1672 | loss: 0.0311027 | val_loss: 0.0311381 | Time: 1922.07 ms [2021-08-09 21:36:53 main:574] : INFO : Epoch 1673 | loss: 0.0311076 | val_loss: 0.0311356 | Time: 1874.4 ms [2021-08-09 21:36:54 main:574] : INFO : Epoch 1674 | loss: 0.0311022 | val_loss: 0.031141 | Time: 1685.57 ms [2021-08-09 21:36:56 main:574] : INFO : Epoch 1675 | loss: 0.0311002 | val_loss: 0.0311386 | Time: 1773.56 ms [2021-08-09 21:36:58 main:574] : INFO : Epoch 1676 | loss: 0.031097 | val_loss: 0.0311405 | Time: 1965.29 ms [2021-08-09 21:37:00 main:574] : INFO : Epoch 1677 | loss: 0.0310949 | val_loss: 0.0311392 | Time: 1755.58 ms [2021-08-09 21:37:02 main:574] : INFO : Epoch 1678 | loss: 0.0310944 | val_loss: 0.0311409 | Time: 1712.49 ms [2021-08-09 21:37:03 main:574] : INFO : Epoch 1679 | loss: 0.0310932 | val_loss: 0.0311404 | Time: 1881.49 ms [2021-08-09 21:37:05 main:574] : INFO : Epoch 1680 | loss: 0.0310948 | val_loss: 0.0311381 | Time: 1924.39 ms [2021-08-09 21:37:07 main:574] : INFO : Epoch 1681 | loss: 0.031095 | val_loss: 0.0311358 | Time: 1686.83 ms [2021-08-09 21:37:09 main:574] : INFO : Epoch 1682 | loss: 0.0310948 | val_loss: 0.0311408 | Time: 1689.52 ms [2021-08-09 21:37:11 main:574] : INFO : Epoch 1683 | loss: 0.0310953 | val_loss: 0.0311415 | Time: 1996.34 ms [2021-08-09 21:37:23 main:574] : INFO : Epoch 1684 | loss: 0.0310937 | val_loss: 0.0311362 | Time: 11872.5 ms [2021-08-09 21:37:24 main:574] : INFO : Epoch 1685 | loss: 0.0310912 | val_loss: 0.0311371 | Time: 1711.79 ms [2021-08-09 21:37:26 main:574] : INFO : Epoch 1686 | loss: 0.0310898 | val_loss: 0.0311367 | Time: 1833.66 ms [2021-08-09 21:37:28 main:574] : INFO : Epoch 1687 | loss: 0.0310879 | val_loss: 0.0311364 | Time: 2095.9 ms [2021-08-09 21:37:30 main:574] : INFO : Epoch 1688 | loss: 0.0310882 | val_loss: 0.0311359 | Time: 2017.15 ms [2021-08-09 21:37:32 main:574] : INFO : Epoch 1689 | loss: 0.031086 | val_loss: 0.0311389 | Time: 1808.29 ms [2021-08-09 21:37:34 main:574] : INFO : Epoch 1690 | loss: 0.0310883 | val_loss: 0.0311403 | Time: 1727.04 ms [2021-08-09 21:37:36 main:574] : INFO : Epoch 1691 | loss: 0.0310891 | val_loss: 0.0311409 | Time: 1999.23 ms [2021-08-09 21:37:38 main:574] : INFO : Epoch 1692 | loss: 0.0310899 | val_loss: 0.031152 | Time: 1894.51 ms [2021-08-09 21:37:40 main:574] : INFO : Epoch 1693 | loss: 0.0310933 | val_loss: 0.0311431 | Time: 1693.23 ms [2021-08-09 21:37:41 main:574] : INFO : Epoch 1694 | loss: 0.0310914 | val_loss: 0.0311448 | Time: 1786.37 ms [2021-08-09 21:37:43 main:574] : INFO : Epoch 1695 | loss: 0.0310891 | val_loss: 0.0311386 | Time: 1989.37 ms [2021-08-09 21:37:45 main:574] : INFO : Epoch 1696 | loss: 0.0310871 | val_loss: 0.0311435 | Time: 1732.78 ms [2021-08-09 21:37:47 main:574] : INFO : Epoch 1697 | loss: 0.0310911 | val_loss: 0.0311484 | Time: 1700.45 ms [2021-08-09 21:37:49 main:574] : INFO : Epoch 1698 | loss: 0.0310901 | val_loss: 0.0311445 | Time: 1938.08 ms [2021-08-09 21:37:51 main:574] : INFO : Epoch 1699 | loss: 0.0310873 | val_loss: 0.0311431 | Time: 2111.53 ms [2021-08-09 21:37:53 main:574] : INFO : Epoch 1700 | loss: 0.0310883 | val_loss: 0.0311426 | Time: 1742.65 ms [2021-08-09 21:37:54 main:574] : INFO : Epoch 1701 | loss: 0.0310902 | val_loss: 0.0311424 | Time: 1683.32 ms [2021-08-09 21:37:56 main:574] : INFO : Epoch 1702 | loss: 0.0311087 | val_loss: 0.0311477 | Time: 1923.86 ms [2021-08-09 21:37:58 main:574] : INFO : Epoch 1703 | loss: 0.0311053 | val_loss: 0.0311458 | Time: 1914.29 ms [2021-08-09 21:38:00 main:574] : INFO : Epoch 1704 | loss: 0.0310996 | val_loss: 0.0311461 | Time: 1704.21 ms [2021-08-09 21:38:02 main:574] : INFO : Epoch 1705 | loss: 0.0310997 | val_loss: 0.0311438 | Time: 1717.04 ms [2021-08-09 21:38:04 main:574] : INFO : Epoch 1706 | loss: 0.0310987 | val_loss: 0.0311449 | Time: 1987.64 ms [2021-08-09 21:38:05 main:574] : INFO : Epoch 1707 | loss: 0.0310995 | val_loss: 0.0311393 | Time: 1813.05 ms [2021-08-09 21:38:07 main:574] : INFO : Epoch 1708 | loss: 0.0311063 | val_loss: 0.0311435 | Time: 1692.63 ms [2021-08-09 21:38:09 main:574] : INFO : Epoch 1709 | loss: 0.0311063 | val_loss: 0.0311407 | Time: 1821.76 ms [2021-08-09 21:38:11 main:574] : INFO : Epoch 1710 | loss: 0.0311043 | val_loss: 0.0311374 | Time: 1986.21 ms [2021-08-09 21:38:13 main:574] : INFO : Epoch 1711 | loss: 0.0310999 | val_loss: 0.0311397 | Time: 1692.02 ms [2021-08-09 21:38:14 main:574] : INFO : Epoch 1712 | loss: 0.0310995 | val_loss: 0.0311395 | Time: 1651.2 ms [2021-08-09 21:38:16 main:574] : INFO : Epoch 1713 | loss: 0.0310971 | val_loss: 0.031137 | Time: 1963.03 ms [2021-08-09 21:38:18 main:574] : INFO : Epoch 1714 | loss: 0.031098 | val_loss: 0.0311424 | Time: 1888.55 ms [2021-08-09 21:38:20 main:574] : INFO : Epoch 1715 | loss: 0.0310994 | val_loss: 0.0311407 | Time: 1680.82 ms [2021-08-09 21:38:22 main:574] : INFO : Epoch 1716 | loss: 0.0311023 | val_loss: 0.0311477 | Time: 1780.41 ms [2021-08-09 21:38:24 main:574] : INFO : Epoch 1717 | loss: 0.0310969 | val_loss: 0.031145 | Time: 1983.27 ms [2021-08-09 21:38:25 main:574] : INFO : Epoch 1718 | loss: 0.0310954 | val_loss: 0.0311419 | Time: 1801.22 ms [2021-08-09 21:38:27 main:574] : INFO : Epoch 1719 | loss: 0.0310941 | val_loss: 0.0311422 | Time: 1699.09 ms [2021-08-09 21:38:29 main:574] : INFO : Epoch 1720 | loss: 0.0310916 | val_loss: 0.0311385 | Time: 1859.67 ms [2021-08-09 21:38:31 main:574] : INFO : Epoch 1721 | loss: 0.0310908 | val_loss: 0.0311412 | Time: 1961.52 ms [2021-08-09 21:38:33 main:574] : INFO : Epoch 1722 | loss: 0.0310904 | val_loss: 0.0311431 | Time: 1861.24 ms [2021-08-09 21:38:35 main:574] : INFO : Epoch 1723 | loss: 0.0310885 | val_loss: 0.0311419 | Time: 1704.78 ms [2021-08-09 21:38:36 main:574] : INFO : Epoch 1724 | loss: 0.0310887 | val_loss: 0.0311419 | Time: 1913.14 ms [2021-08-09 21:38:38 main:574] : INFO : Epoch 1725 | loss: 0.0310869 | val_loss: 0.0311455 | Time: 1933.95 ms [2021-08-09 21:38:40 main:574] : INFO : Epoch 1726 | loss: 0.0310851 | val_loss: 0.0311451 | Time: 1691.12 ms [2021-08-09 21:38:42 main:574] : INFO : Epoch 1727 | loss: 0.0310868 | val_loss: 0.0311469 | Time: 1710.5 ms [2021-08-09 21:38:44 main:574] : INFO : Epoch 1728 | loss: 0.0310885 | val_loss: 0.0311481 | Time: 2009.37 ms [2021-08-09 21:38:46 main:574] : INFO : Epoch 1729 | loss: 0.0310917 | val_loss: 0.0311461 | Time: 2049.84 ms [2021-08-09 21:38:48 main:574] : INFO : Epoch 1730 | loss: 0.0310922 | val_loss: 0.0311468 | Time: 1720.84 ms [2021-08-09 21:38:49 main:574] : INFO : Epoch 1731 | loss: 0.0310933 | val_loss: 0.0311499 | Time: 1715.74 ms [2021-08-09 21:38:51 main:574] : INFO : Epoch 1732 | loss: 0.0310903 | val_loss: 0.031148 | Time: 1974.13 ms [2021-08-09 21:38:53 main:574] : INFO : Epoch 1733 | loss: 0.0310933 | val_loss: 0.031144 | Time: 1863.47 ms [2021-08-09 21:38:55 main:574] : INFO : Epoch 1734 | loss: 0.0310917 | val_loss: 0.0311454 | Time: 1695.9 ms [2021-08-09 21:38:57 main:574] : INFO : Epoch 1735 | loss: 0.0310922 | val_loss: 0.0311491 | Time: 1793.56 ms [2021-08-09 21:38:59 main:574] : INFO : Epoch 1736 | loss: 0.0310925 | val_loss: 0.0311459 | Time: 1979 ms [2021-08-09 21:39:00 main:574] : INFO : Epoch 1737 | loss: 0.031093 | val_loss: 0.0311445 | Time: 1727.93 ms [2021-08-09 21:39:02 main:574] : INFO : Epoch 1738 | loss: 0.0310916 | val_loss: 0.031147 | Time: 1707.5 ms [2021-08-09 21:39:04 main:574] : INFO : Epoch 1739 | loss: 0.0310921 | val_loss: 0.0311494 | Time: 1924.87 ms [2021-08-09 21:39:06 main:574] : INFO : Epoch 1740 | loss: 0.0310939 | val_loss: 0.0311489 | Time: 1918.53 ms [2021-08-09 21:39:08 main:574] : INFO : Epoch 1741 | loss: 0.0310902 | val_loss: 0.0311476 | Time: 1815.75 ms [2021-08-09 21:39:10 main:574] : INFO : Epoch 1742 | loss: 0.0310875 | val_loss: 0.0311452 | Time: 1677.58 ms [2021-08-09 21:39:12 main:574] : INFO : Epoch 1743 | loss: 0.0310883 | val_loss: 0.0311495 | Time: 1979.7 ms [2021-08-09 21:39:13 main:574] : INFO : Epoch 1744 | loss: 0.0310896 | val_loss: 0.031158 | Time: 1842.02 ms [2021-08-09 21:39:15 main:574] : INFO : Epoch 1745 | loss: 0.0310889 | val_loss: 0.0311512 | Time: 1737.38 ms [2021-08-09 21:39:17 main:574] : INFO : Epoch 1746 | loss: 0.0310895 | val_loss: 0.0311471 | Time: 1791.91 ms [2021-08-09 21:39:19 main:574] : INFO : Epoch 1747 | loss: 0.0310879 | val_loss: 0.0311458 | Time: 1997.7 ms [2021-08-09 21:39:21 main:574] : INFO : Epoch 1748 | loss: 0.0310876 | val_loss: 0.0311446 | Time: 1771.77 ms [2021-08-09 21:39:22 main:574] : INFO : Epoch 1749 | loss: 0.0310878 | val_loss: 0.0311465 | Time: 1712.14 ms [2021-08-09 21:39:24 main:574] : INFO : Epoch 1750 | loss: 0.0310961 | val_loss: 0.0311398 | Time: 1890.5 ms [2021-08-09 21:39:26 main:574] : INFO : Epoch 1751 | loss: 0.0311024 | val_loss: 0.0311402 | Time: 1966.83 ms [2021-08-09 21:39:28 main:574] : INFO : Epoch 1752 | loss: 0.0310997 | val_loss: 0.0311445 | Time: 1724.07 ms [2021-08-09 21:39:30 main:574] : INFO : Epoch 1753 | loss: 0.0311026 | val_loss: 0.031138 | Time: 1732.33 ms [2021-08-09 21:39:32 main:574] : INFO : Epoch 1754 | loss: 0.0310986 | val_loss: 0.0311386 | Time: 1954.76 ms [2021-08-09 21:39:34 main:574] : INFO : Epoch 1755 | loss: 0.031096 | val_loss: 0.0311369 | Time: 1900.6 ms [2021-08-09 21:39:35 main:574] : INFO : Epoch 1756 | loss: 0.0310937 | val_loss: 0.0311441 | Time: 1710.2 ms [2021-08-09 21:39:37 main:574] : INFO : Epoch 1757 | loss: 0.0310966 | val_loss: 0.0311459 | Time: 1743.47 ms [2021-08-09 21:39:39 main:574] : INFO : Epoch 1758 | loss: 0.031097 | val_loss: 0.0311437 | Time: 1973.06 ms [2021-08-09 21:39:41 main:574] : INFO : Epoch 1759 | loss: 0.0310928 | val_loss: 0.0311466 | Time: 1758.04 ms [2021-08-09 21:39:43 main:574] : INFO : Epoch 1760 | loss: 0.0310894 | val_loss: 0.0311457 | Time: 1703.24 ms [2021-08-09 21:39:44 main:574] : INFO : Epoch 1761 | loss: 0.0310896 | val_loss: 0.0311503 | Time: 1884.8 ms [2021-08-09 21:39:46 main:574] : INFO : Epoch 1762 | loss: 0.0310907 | val_loss: 0.0311443 | Time: 1975.8 ms [2021-08-09 21:39:48 main:574] : INFO : Epoch 1763 | loss: 0.0310895 | val_loss: 0.0311483 | Time: 1721.47 ms [2021-08-09 21:39:50 main:574] : INFO : Epoch 1764 | loss: 0.0310887 | val_loss: 0.0311433 | Time: 1700.41 ms [2021-08-09 21:39:52 main:574] : INFO : Epoch 1765 | loss: 0.0310881 | val_loss: 0.0311488 | Time: 1950.72 ms [2021-08-09 21:39:54 main:574] : INFO : Epoch 1766 | loss: 0.0310875 | val_loss: 0.0311455 | Time: 1876.26 ms [2021-08-09 21:39:55 main:574] : INFO : Epoch 1767 | loss: 0.0310879 | val_loss: 0.0311447 | Time: 1684.76 ms [2021-08-09 21:39:57 main:574] : INFO : Epoch 1768 | loss: 0.0310878 | val_loss: 0.0311426 | Time: 1794.18 ms [2021-08-09 21:39:59 main:574] : INFO : Epoch 1769 | loss: 0.031087 | val_loss: 0.0311454 | Time: 2005.56 ms [2021-08-09 21:40:01 main:574] : INFO : Epoch 1770 | loss: 0.0310855 | val_loss: 0.0311439 | Time: 1786.73 ms [2021-08-09 21:40:03 main:574] : INFO : Epoch 1771 | loss: 0.0310863 | val_loss: 0.0311437 | Time: 1717.2 ms [2021-08-09 21:40:05 main:574] : INFO : Epoch 1772 | loss: 0.0310885 | val_loss: 0.0311467 | Time: 1854.32 ms [2021-08-09 21:40:07 main:574] : INFO : Epoch 1773 | loss: 0.0310899 | val_loss: 0.0311467 | Time: 1988.89 ms [2021-08-09 21:40:08 main:574] : INFO : Epoch 1774 | loss: 0.0310902 | val_loss: 0.0311397 | Time: 1708.45 ms [2021-08-09 21:40:10 main:574] : INFO : Epoch 1775 | loss: 0.0310914 | val_loss: 0.0311427 | Time: 1676.25 ms [2021-08-09 21:40:12 main:574] : INFO : Epoch 1776 | loss: 0.0310909 | val_loss: 0.0311411 | Time: 1944.54 ms [2021-08-09 21:40:14 main:574] : INFO : Epoch 1777 | loss: 0.0310888 | val_loss: 0.0311447 | Time: 1942.36 ms [2021-08-09 21:40:16 main:574] : INFO : Epoch 1778 | loss: 0.0310904 | val_loss: 0.0311467 | Time: 1687.64 ms [2021-08-09 21:40:17 main:574] : INFO : Epoch 1779 | loss: 0.0310899 | val_loss: 0.0311468 | Time: 1721.47 ms [2021-08-09 21:40:19 main:574] : INFO : Epoch 1780 | loss: 0.0310887 | val_loss: 0.0311416 | Time: 1978.67 ms [2021-08-09 21:40:21 main:574] : INFO : Epoch 1781 | loss: 0.0310907 | val_loss: 0.0311368 | Time: 1851.99 ms [2021-08-09 21:40:23 main:574] : INFO : Epoch 1782 | loss: 0.0310959 | val_loss: 0.0311384 | Time: 1697.83 ms [2021-08-09 21:40:25 main:574] : INFO : Epoch 1783 | loss: 0.0310942 | val_loss: 0.0311367 | Time: 1848.38 ms [2021-08-09 21:40:27 main:574] : INFO : Epoch 1784 | loss: 0.0310928 | val_loss: 0.0311384 | Time: 1997.75 ms [2021-08-09 21:40:29 main:574] : INFO : Epoch 1785 | loss: 0.0310905 | val_loss: 0.0311439 | Time: 1792.51 ms [2021-08-09 21:40:30 main:574] : INFO : Epoch 1786 | loss: 0.0310901 | val_loss: 0.0311425 | Time: 1727.44 ms [2021-08-09 21:40:32 main:574] : INFO : Epoch 1787 | loss: 0.0310904 | val_loss: 0.0311431 | Time: 1887.91 ms [2021-08-09 21:40:44 main:574] : INFO : Epoch 1788 | loss: 0.0310887 | val_loss: 0.0311421 | Time: 12130.4 ms [2021-08-09 21:40:47 main:574] : INFO : Epoch 1789 | loss: 0.0310872 | val_loss: 0.0311439 | Time: 2149.22 ms [2021-08-09 21:40:48 main:574] : INFO : Epoch 1790 | loss: 0.0310865 | val_loss: 0.0311458 | Time: 1708.23 ms [2021-08-09 21:40:50 main:574] : INFO : Epoch 1791 | loss: 0.0310838 | val_loss: 0.0311458 | Time: 1759.35 ms [2021-08-09 21:40:52 main:574] : INFO : Epoch 1792 | loss: 0.0310835 | val_loss: 0.0311444 | Time: 1970.5 ms [2021-08-09 21:40:54 main:574] : INFO : Epoch 1793 | loss: 0.0310827 | val_loss: 0.0311472 | Time: 1798.08 ms [2021-08-09 21:40:56 main:574] : INFO : Epoch 1794 | loss: 0.0310817 | val_loss: 0.0311461 | Time: 1739.92 ms [2021-08-09 21:40:57 main:574] : INFO : Epoch 1795 | loss: 0.0310832 | val_loss: 0.0311501 | Time: 1829.78 ms [2021-08-09 21:40:59 main:574] : INFO : Epoch 1796 | loss: 0.0310833 | val_loss: 0.0311473 | Time: 1979.33 ms [2021-08-09 21:41:01 main:574] : INFO : Epoch 1797 | loss: 0.031083 | val_loss: 0.0311449 | Time: 1687.14 ms [2021-08-09 21:41:03 main:574] : INFO : Epoch 1798 | loss: 0.0310816 | val_loss: 0.0311409 | Time: 1679.88 ms [2021-08-09 21:41:05 main:574] : INFO : Epoch 1799 | loss: 0.0310818 | val_loss: 0.0311501 | Time: 1958.47 ms [2021-08-09 21:41:07 main:574] : INFO : Epoch 1800 | loss: 0.0310827 | val_loss: 0.0311448 | Time: 1890.27 ms [2021-08-09 21:41:08 main:574] : INFO : Epoch 1801 | loss: 0.0310809 | val_loss: 0.0311474 | Time: 1693.19 ms [2021-08-09 21:41:10 main:574] : INFO : Epoch 1802 | loss: 0.0310807 | val_loss: 0.0311493 | Time: 1769.02 ms [2021-08-09 21:41:12 main:574] : INFO : Epoch 1803 | loss: 0.0310812 | val_loss: 0.0311523 | Time: 2007.09 ms [2021-08-09 21:41:14 main:574] : INFO : Epoch 1804 | loss: 0.0310794 | val_loss: 0.0311489 | Time: 1819.21 ms [2021-08-09 21:41:16 main:574] : INFO : Epoch 1805 | loss: 0.0310788 | val_loss: 0.0311509 | Time: 1696.28 ms [2021-08-09 21:41:17 main:574] : INFO : Epoch 1806 | loss: 0.0310791 | val_loss: 0.0311515 | Time: 1828.02 ms [2021-08-09 21:41:19 main:574] : INFO : Epoch 1807 | loss: 0.0310804 | val_loss: 0.0311492 | Time: 1995.59 ms [2021-08-09 21:41:21 main:574] : INFO : Epoch 1808 | loss: 0.0310811 | val_loss: 0.0311595 | Time: 1703.9 ms [2021-08-09 21:41:23 main:574] : INFO : Epoch 1809 | loss: 0.0310793 | val_loss: 0.0311529 | Time: 1688.4 ms [2021-08-09 21:41:25 main:574] : INFO : Epoch 1810 | loss: 0.0310779 | val_loss: 0.0311518 | Time: 1934.99 ms [2021-08-09 21:41:27 main:574] : INFO : Epoch 1811 | loss: 0.0310792 | val_loss: 0.0311528 | Time: 1887.81 ms [2021-08-09 21:41:28 main:574] : INFO : Epoch 1812 | loss: 0.031077 | val_loss: 0.0311575 | Time: 1716.64 ms [2021-08-09 21:41:30 main:574] : INFO : Epoch 1813 | loss: 0.0310822 | val_loss: 0.0311467 | Time: 1761 ms [2021-08-09 21:41:32 main:574] : INFO : Epoch 1814 | loss: 0.0310833 | val_loss: 0.0311486 | Time: 2007.47 ms [2021-08-09 21:41:34 main:574] : INFO : Epoch 1815 | loss: 0.0310862 | val_loss: 0.0311537 | Time: 1792.66 ms [2021-08-09 21:41:36 main:574] : INFO : Epoch 1816 | loss: 0.0310897 | val_loss: 0.0311523 | Time: 1679.61 ms [2021-08-09 21:41:38 main:574] : INFO : Epoch 1817 | loss: 0.031091 | val_loss: 0.0311457 | Time: 1854.59 ms [2021-08-09 21:41:40 main:574] : INFO : Epoch 1818 | loss: 0.0310885 | val_loss: 0.0311423 | Time: 1971.07 ms [2021-08-09 21:41:41 main:574] : INFO : Epoch 1819 | loss: 0.0310865 | val_loss: 0.0311449 | Time: 1732.86 ms [2021-08-09 21:41:43 main:574] : INFO : Epoch 1820 | loss: 0.0310862 | val_loss: 0.0311448 | Time: 1691.59 ms [2021-08-09 21:41:45 main:574] : INFO : Epoch 1821 | loss: 0.0310865 | val_loss: 0.0311498 | Time: 1978.51 ms [2021-08-09 21:41:47 main:574] : INFO : Epoch 1822 | loss: 0.0310834 | val_loss: 0.0311557 | Time: 2168.27 ms [2021-08-09 21:41:49 main:574] : INFO : Epoch 1823 | loss: 0.0310817 | val_loss: 0.031154 | Time: 1713.04 ms [2021-08-09 21:41:51 main:574] : INFO : Epoch 1824 | loss: 0.0310808 | val_loss: 0.0311554 | Time: 1655.36 ms [2021-08-09 21:41:53 main:574] : INFO : Epoch 1825 | loss: 0.0310799 | val_loss: 0.0311542 | Time: 1932.39 ms [2021-08-09 21:41:54 main:574] : INFO : Epoch 1826 | loss: 0.0310798 | val_loss: 0.0311513 | Time: 1922.9 ms [2021-08-09 21:41:56 main:574] : INFO : Epoch 1827 | loss: 0.0310829 | val_loss: 0.0311559 | Time: 1715.03 ms [2021-08-09 21:41:58 main:574] : INFO : Epoch 1828 | loss: 0.0310824 | val_loss: 0.0311536 | Time: 1747.35 ms [2021-08-09 21:42:00 main:574] : INFO : Epoch 1829 | loss: 0.0310839 | val_loss: 0.0311552 | Time: 2004.3 ms [2021-08-09 21:42:02 main:574] : INFO : Epoch 1830 | loss: 0.0310817 | val_loss: 0.0311549 | Time: 1858.38 ms [2021-08-09 21:42:03 main:574] : INFO : Epoch 1831 | loss: 0.0310837 | val_loss: 0.0311444 | Time: 1647.49 ms [2021-08-09 21:42:05 main:574] : INFO : Epoch 1832 | loss: 0.0310828 | val_loss: 0.031153 | Time: 1823.66 ms [2021-08-09 21:42:07 main:574] : INFO : Epoch 1833 | loss: 0.0310826 | val_loss: 0.0311499 | Time: 1979.17 ms [2021-08-09 21:42:09 main:574] : INFO : Epoch 1834 | loss: 0.0310817 | val_loss: 0.0311452 | Time: 1698 ms [2021-08-09 21:42:11 main:574] : INFO : Epoch 1835 | loss: 0.0310801 | val_loss: 0.03115 | Time: 1670.91 ms [2021-08-09 21:42:13 main:574] : INFO : Epoch 1836 | loss: 0.0310775 | val_loss: 0.0311551 | Time: 1964.95 ms [2021-08-09 21:42:15 main:574] : INFO : Epoch 1837 | loss: 0.0310798 | val_loss: 0.0311557 | Time: 1928.87 ms [2021-08-09 21:42:16 main:574] : INFO : Epoch 1838 | loss: 0.0310786 | val_loss: 0.0311535 | Time: 1762.84 ms [2021-08-09 21:42:18 main:574] : INFO : Epoch 1839 | loss: 0.0310785 | val_loss: 0.0311498 | Time: 1714.53 ms [2021-08-09 21:42:20 main:574] : INFO : Epoch 1840 | loss: 0.0310813 | val_loss: 0.0311488 | Time: 1987.18 ms [2021-08-09 21:42:22 main:574] : INFO : Epoch 1841 | loss: 0.0310823 | val_loss: 0.0311461 | Time: 1848.37 ms [2021-08-09 21:42:24 main:574] : INFO : Epoch 1842 | loss: 0.0310807 | val_loss: 0.0311578 | Time: 1770.62 ms [2021-08-09 21:42:26 main:574] : INFO : Epoch 1843 | loss: 0.0310939 | val_loss: 0.0311562 | Time: 1773.36 ms [2021-08-09 21:42:28 main:574] : INFO : Epoch 1844 | loss: 0.031114 | val_loss: 0.0311448 | Time: 2020.98 ms [2021-08-09 21:42:29 main:574] : INFO : Epoch 1845 | loss: 0.0311185 | val_loss: 0.0311492 | Time: 1793.74 ms [2021-08-09 21:42:31 main:574] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0311543 | Time: 1690.59 ms [2021-08-09 21:42:33 main:574] : INFO : Epoch 1847 | loss: 0.0311291 | val_loss: 0.0311528 | Time: 1863.41 ms [2021-08-09 21:42:35 main:574] : INFO : Epoch 1848 | loss: 0.0311275 | val_loss: 0.0311458 | Time: 1966.66 ms [2021-08-09 21:42:37 main:574] : INFO : Epoch 1849 | loss: 0.0311238 | val_loss: 0.0311465 | Time: 1710.96 ms [2021-08-09 21:42:38 main:574] : INFO : Epoch 1850 | loss: 0.0311249 | val_loss: 0.0311414 | Time: 1662.45 ms [2021-08-09 21:42:40 main:574] : INFO : Epoch 1851 | loss: 0.0311181 | val_loss: 0.0311435 | Time: 1978.75 ms [2021-08-09 21:42:42 main:574] : INFO : Epoch 1852 | loss: 0.0311176 | val_loss: 0.0311399 | Time: 1902.15 ms [2021-08-09 21:42:44 main:574] : INFO : Epoch 1853 | loss: 0.0311184 | val_loss: 0.0311375 | Time: 1886.28 ms [2021-08-09 21:42:46 main:574] : INFO : Epoch 1854 | loss: 0.0311155 | val_loss: 0.0311434 | Time: 1704.56 ms [2021-08-09 21:42:48 main:574] : INFO : Epoch 1855 | loss: 0.0311083 | val_loss: 0.0311428 | Time: 2010 ms [2021-08-09 21:42:50 main:574] : INFO : Epoch 1856 | loss: 0.0311058 | val_loss: 0.0311428 | Time: 1887.92 ms [2021-08-09 21:42:51 main:574] : INFO : Epoch 1857 | loss: 0.0311077 | val_loss: 0.0311487 | Time: 1728.91 ms [2021-08-09 21:42:53 main:574] : INFO : Epoch 1858 | loss: 0.031109 | val_loss: 0.0311428 | Time: 1801.93 ms [2021-08-09 21:42:55 main:574] : INFO : Epoch 1859 | loss: 0.0311071 | val_loss: 0.0311451 | Time: 2126.13 ms [2021-08-09 21:42:57 main:574] : INFO : Epoch 1860 | loss: 0.0311047 | val_loss: 0.0311408 | Time: 1907.62 ms [2021-08-09 21:42:59 main:574] : INFO : Epoch 1861 | loss: 0.0311021 | val_loss: 0.0311419 | Time: 1756.25 ms [2021-08-09 21:43:01 main:574] : INFO : Epoch 1862 | loss: 0.0311012 | val_loss: 0.0311474 | Time: 1783.36 ms [2021-08-09 21:43:03 main:574] : INFO : Epoch 1863 | loss: 0.0310977 | val_loss: 0.0311429 | Time: 1986.11 ms [2021-08-09 21:43:05 main:574] : INFO : Epoch 1864 | loss: 0.0310974 | val_loss: 0.0311468 | Time: 1877.14 ms [2021-08-09 21:43:07 main:574] : INFO : Epoch 1865 | loss: 0.0311002 | val_loss: 0.0311516 | Time: 2154.49 ms [2021-08-09 21:43:09 main:574] : INFO : Epoch 1866 | loss: 0.0311033 | val_loss: 0.0311417 | Time: 1875.7 ms [2021-08-09 21:43:11 main:574] : INFO : Epoch 1867 | loss: 0.0311029 | val_loss: 0.0311406 | Time: 1936.18 ms [2021-08-09 21:43:13 main:574] : INFO : Epoch 1868 | loss: 0.0311012 | val_loss: 0.031141 | Time: 2054.02 ms [2021-08-09 21:43:15 main:574] : INFO : Epoch 1869 | loss: 0.031099 | val_loss: 0.0311407 | Time: 1838.82 ms [2021-08-09 21:43:16 main:574] : INFO : Epoch 1870 | loss: 0.0310987 | val_loss: 0.0311431 | Time: 1708.16 ms [2021-08-09 21:43:18 main:574] : INFO : Epoch 1871 | loss: 0.0310966 | val_loss: 0.0311399 | Time: 1859.21 ms [2021-08-09 21:43:20 main:574] : INFO : Epoch 1872 | loss: 0.0310945 | val_loss: 0.031143 | Time: 1970.14 ms [2021-08-09 21:43:22 main:574] : INFO : Epoch 1873 | loss: 0.031096 | val_loss: 0.0311428 | Time: 1725.1 ms [2021-08-09 21:43:24 main:574] : INFO : Epoch 1874 | loss: 0.0311008 | val_loss: 0.0311388 | Time: 1666.85 ms [2021-08-09 21:43:26 main:574] : INFO : Epoch 1875 | loss: 0.0311067 | val_loss: 0.0311433 | Time: 1984.33 ms [2021-08-09 21:43:27 main:574] : INFO : Epoch 1876 | loss: 0.0311247 | val_loss: 0.0311488 | Time: 1856.45 ms [2021-08-09 21:43:29 main:574] : INFO : Epoch 1877 | loss: 0.0311303 | val_loss: 0.0311441 | Time: 1731.8 ms [2021-08-09 21:43:31 main:574] : INFO : Epoch 1878 | loss: 0.0311221 | val_loss: 0.0311423 | Time: 1765.96 ms [2021-08-09 21:43:33 main:574] : INFO : Epoch 1879 | loss: 0.0311168 | val_loss: 0.03114 | Time: 2016.69 ms [2021-08-09 21:43:35 main:574] : INFO : Epoch 1880 | loss: 0.0311144 | val_loss: 0.0311409 | Time: 1909.65 ms [2021-08-09 21:43:37 main:574] : INFO : Epoch 1881 | loss: 0.031112 | val_loss: 0.0311398 | Time: 1678.4 ms [2021-08-09 21:43:38 main:574] : INFO : Epoch 1882 | loss: 0.0311109 | val_loss: 0.0311443 | Time: 1812.99 ms [2021-08-09 21:43:40 main:574] : INFO : Epoch 1883 | loss: 0.0311091 | val_loss: 0.0311412 | Time: 1986.41 ms [2021-08-09 21:43:42 main:574] : INFO : Epoch 1884 | loss: 0.0311111 | val_loss: 0.0311427 | Time: 1789.06 ms [2021-08-09 21:43:44 main:574] : INFO : Epoch 1885 | loss: 0.0311089 | val_loss: 0.031143 | Time: 1756.87 ms [2021-08-09 21:43:46 main:574] : INFO : Epoch 1886 | loss: 0.0311073 | val_loss: 0.0311435 | Time: 1873.09 ms [2021-08-09 21:43:48 main:574] : INFO : Epoch 1887 | loss: 0.0311068 | val_loss: 0.0311452 | Time: 1977.56 ms [2021-08-09 21:43:50 main:574] : INFO : Epoch 1888 | loss: 0.0311039 | val_loss: 0.0311412 | Time: 1733.58 ms [2021-08-09 21:43:52 main:574] : INFO : Epoch 1889 | loss: 0.0311021 | val_loss: 0.0311408 | Time: 2262.89 ms [2021-08-09 21:43:54 main:574] : INFO : Epoch 1890 | loss: 0.0311023 | val_loss: 0.0311381 | Time: 1765.79 ms [2021-08-09 21:43:56 main:574] : INFO : Epoch 1891 | loss: 0.0311068 | val_loss: 0.0311391 | Time: 2005.49 ms [2021-08-09 21:43:58 main:574] : INFO : Epoch 1892 | loss: 0.0311124 | val_loss: 0.0311389 | Time: 1836.78 ms [2021-08-09 21:43:59 main:574] : INFO : Epoch 1893 | loss: 0.0311133 | val_loss: 0.0311413 | Time: 1712.55 ms [2021-08-09 21:44:01 main:574] : INFO : Epoch 1894 | loss: 0.0311098 | val_loss: 0.0311411 | Time: 1812.54 ms [2021-08-09 21:44:03 main:574] : INFO : Epoch 1895 | loss: 0.0311057 | val_loss: 0.0311353 | Time: 1992.09 ms [2021-08-09 21:44:05 main:574] : INFO : Epoch 1896 | loss: 0.0311055 | val_loss: 0.031138 | Time: 1762.34 ms [2021-08-09 21:44:07 main:574] : INFO : Epoch 1897 | loss: 0.031104 | val_loss: 0.0311354 | Time: 1744.12 ms [2021-08-09 21:44:09 main:574] : INFO : Epoch 1898 | loss: 0.0311022 | val_loss: 0.0311336 | Time: 1901.93 ms [2021-08-09 21:44:10 main:574] : INFO : Epoch 1899 | loss: 0.031101 | val_loss: 0.0311378 | Time: 1976.13 ms [2021-08-09 21:44:12 main:574] : INFO : Epoch 1900 | loss: 0.0311002 | val_loss: 0.0311343 | Time: 1689.1 ms [2021-08-09 21:44:14 main:574] : INFO : Epoch 1901 | loss: 0.0310979 | val_loss: 0.0311361 | Time: 1706.7 ms [2021-08-09 21:44:16 main:574] : INFO : Epoch 1902 | loss: 0.0310986 | val_loss: 0.0311357 | Time: 1998.14 ms [2021-08-09 21:44:18 main:574] : INFO : Epoch 1903 | loss: 0.0310969 | val_loss: 0.0311372 | Time: 1878.18 ms [2021-08-09 21:44:19 main:574] : INFO : Epoch 1904 | loss: 0.0310968 | val_loss: 0.0311353 | Time: 1699.96 ms [2021-08-09 21:44:21 main:574] : INFO : Epoch 1905 | loss: 0.0310966 | val_loss: 0.0311405 | Time: 1801.53 ms [2021-08-09 21:44:23 main:574] : INFO : Epoch 1906 | loss: 0.0311009 | val_loss: 0.0311369 | Time: 2009.7 ms [2021-08-09 21:44:25 main:574] : INFO : Epoch 1907 | loss: 0.0311019 | val_loss: 0.0311385 | Time: 1759.91 ms [2021-08-09 21:44:27 main:574] : INFO : Epoch 1908 | loss: 0.0311033 | val_loss: 0.0311403 | Time: 1702.14 ms [2021-08-09 21:44:29 main:574] : INFO : Epoch 1909 | loss: 0.0311018 | val_loss: 0.031131 | Time: 1941.72 ms [2021-08-09 21:44:31 main:574] : INFO : Epoch 1910 | loss: 0.031101 | val_loss: 0.0311345 | Time: 2017.63 ms [2021-08-09 21:44:33 main:574] : INFO : Epoch 1911 | loss: 0.0310999 | val_loss: 0.0311333 | Time: 1766.28 ms [2021-08-09 21:44:34 main:574] : INFO : Epoch 1912 | loss: 0.0310994 | val_loss: 0.0311379 | Time: 1689.96 ms [2021-08-09 21:44:36 main:574] : INFO : Epoch 1913 | loss: 0.0311001 | val_loss: 0.0311337 | Time: 1936.01 ms [2021-08-09 21:44:38 main:574] : INFO : Epoch 1914 | loss: 0.0310972 | val_loss: 0.0311362 | Time: 1929.83 ms [2021-08-09 21:44:40 main:574] : INFO : Epoch 1915 | loss: 0.0310967 | val_loss: 0.0311341 | Time: 1696.54 ms [2021-08-09 21:44:42 main:574] : INFO : Epoch 1916 | loss: 0.0310971 | val_loss: 0.0311364 | Time: 1704.65 ms [2021-08-09 21:44:44 main:574] : INFO : Epoch 1917 | loss: 0.031098 | val_loss: 0.0311351 | Time: 2026.88 ms [2021-08-09 21:44:45 main:574] : INFO : Epoch 1918 | loss: 0.0311024 | val_loss: 0.0311386 | Time: 1852.28 ms [2021-08-09 21:44:47 main:574] : INFO : Epoch 1919 | loss: 0.0311128 | val_loss: 0.0311365 | Time: 1720.8 ms [2021-08-09 21:44:49 main:574] : INFO : Epoch 1920 | loss: 0.0311105 | val_loss: 0.0311356 | Time: 1766.37 ms [2021-08-09 21:44:51 main:574] : INFO : Epoch 1921 | loss: 0.031105 | val_loss: 0.0311367 | Time: 1992.41 ms [2021-08-09 21:44:53 main:574] : INFO : Epoch 1922 | loss: 0.0311015 | val_loss: 0.0311368 | Time: 1788.18 ms [2021-08-09 21:44:54 main:574] : INFO : Epoch 1923 | loss: 0.0311003 | val_loss: 0.0311458 | Time: 1704.54 ms [2021-08-09 21:44:56 main:574] : INFO : Epoch 1924 | loss: 0.0310996 | val_loss: 0.0311383 | Time: 1884.54 ms [2021-08-09 21:44:58 main:574] : INFO : Epoch 1925 | loss: 0.0311017 | val_loss: 0.0311457 | Time: 1992.21 ms [2021-08-09 21:45:00 main:574] : INFO : Epoch 1926 | loss: 0.0310981 | val_loss: 0.0311401 | Time: 1701.73 ms [2021-08-09 21:45:02 main:574] : INFO : Epoch 1927 | loss: 0.0310971 | val_loss: 0.0311405 | Time: 1774.3 ms [2021-08-09 21:45:04 main:574] : INFO : Epoch 1928 | loss: 0.0310966 | val_loss: 0.0311394 | Time: 1921.35 ms [2021-08-09 21:45:06 main:574] : INFO : Epoch 1929 | loss: 0.0310959 | val_loss: 0.0311389 | Time: 1907.52 ms [2021-08-09 21:45:07 main:574] : INFO : Epoch 1930 | loss: 0.0310961 | val_loss: 0.0311378 | Time: 1726.2 ms [2021-08-09 21:45:09 main:574] : INFO : Epoch 1931 | loss: 0.0310967 | val_loss: 0.0311372 | Time: 1732.19 ms [2021-08-09 21:45:11 main:574] : INFO : Epoch 1932 | loss: 0.0310977 | val_loss: 0.0311431 | Time: 2013.63 ms [2021-08-09 21:45:13 main:574] : INFO : Epoch 1933 | loss: 0.0310974 | val_loss: 0.0311408 | Time: 1808.98 ms [2021-08-09 21:45:15 main:574] : INFO : Epoch 1934 | loss: 0.0310998 | val_loss: 0.0311424 | Time: 1695.21 ms [2021-08-09 21:45:17 main:574] : INFO : Epoch 1935 | loss: 0.0310986 | val_loss: 0.0311362 | Time: 1843.82 ms [2021-08-09 21:45:19 main:574] : INFO : Epoch 1936 | loss: 0.0310961 | val_loss: 0.031133 | Time: 1978.68 ms [2021-08-09 21:45:20 main:574] : INFO : Epoch 1937 | loss: 0.0310948 | val_loss: 0.0311403 | Time: 1747.17 ms [2021-08-09 21:45:22 main:574] : INFO : Epoch 1938 | loss: 0.0310939 | val_loss: 0.031139 | Time: 1680.09 ms [2021-08-09 21:45:24 main:574] : INFO : Epoch 1939 | loss: 0.0310916 | val_loss: 0.0311381 | Time: 1923.91 ms [2021-08-09 21:45:26 main:574] : INFO : Epoch 1940 | loss: 0.0310895 | val_loss: 0.0311375 | Time: 1928.17 ms [2021-08-09 21:45:28 main:574] : INFO : Epoch 1941 | loss: 0.0310897 | val_loss: 0.0311381 | Time: 1715.34 ms [2021-08-09 21:45:29 main:574] : INFO : Epoch 1942 | loss: 0.0310893 | val_loss: 0.0311403 | Time: 1717.23 ms [2021-08-09 21:45:31 main:574] : INFO : Epoch 1943 | loss: 0.0310879 | val_loss: 0.0311358 | Time: 2016.59 ms [2021-08-09 21:45:33 main:574] : INFO : Epoch 1944 | loss: 0.0310875 | val_loss: 0.0311396 | Time: 1927.07 ms [2021-08-09 21:45:35 main:574] : INFO : Epoch 1945 | loss: 0.0310915 | val_loss: 0.0311409 | Time: 1673.33 ms [2021-08-09 21:45:37 main:574] : INFO : Epoch 1946 | loss: 0.0310915 | val_loss: 0.0311342 | Time: 1784.83 ms [2021-08-09 21:45:39 main:574] : INFO : Epoch 1947 | loss: 0.0310955 | val_loss: 0.0311349 | Time: 1990.72 ms [2021-08-09 21:45:41 main:574] : INFO : Epoch 1948 | loss: 0.0310933 | val_loss: 0.0311372 | Time: 1794.5 ms [2021-08-09 21:45:42 main:574] : INFO : Epoch 1949 | loss: 0.0311056 | val_loss: 0.0311354 | Time: 1781.89 ms [2021-08-09 21:45:44 main:574] : INFO : Epoch 1950 | loss: 0.0311092 | val_loss: 0.0311456 | Time: 1848.43 ms [2021-08-09 21:45:46 main:574] : INFO : Epoch 1951 | loss: 0.0311054 | val_loss: 0.031135 | Time: 1986.21 ms [2021-08-09 21:45:48 main:574] : INFO : Epoch 1952 | loss: 0.0311009 | val_loss: 0.0311423 | Time: 1765.78 ms [2021-08-09 21:45:50 main:574] : INFO : Epoch 1953 | loss: 0.0310988 | val_loss: 0.0311325 | Time: 1730.72 ms [2021-08-09 21:45:52 main:574] : INFO : Epoch 1954 | loss: 0.0310962 | val_loss: 0.0311378 | Time: 1906.17 ms [2021-08-09 21:45:54 main:574] : INFO : Epoch 1955 | loss: 0.031096 | val_loss: 0.031134 | Time: 2035.13 ms [2021-08-09 21:45:55 main:574] : INFO : Epoch 1956 | loss: 0.0310946 | val_loss: 0.0311357 | Time: 1694.71 ms [2021-08-09 21:45:57 main:574] : INFO : Epoch 1957 | loss: 0.0310943 | val_loss: 0.0311344 | Time: 1725.76 ms [2021-08-09 21:45:59 main:574] : INFO : Epoch 1958 | loss: 0.0310944 | val_loss: 0.031135 | Time: 1970.16 ms [2021-08-09 21:46:01 main:574] : INFO : Epoch 1959 | loss: 0.0310944 | val_loss: 0.0311341 | Time: 1922.71 ms [2021-08-09 21:46:03 main:574] : INFO : Epoch 1960 | loss: 0.0310952 | val_loss: 0.0311358 | Time: 1719.5 ms [2021-08-09 21:46:05 main:574] : INFO : Epoch 1961 | loss: 0.0310978 | val_loss: 0.0311411 | Time: 1729.39 ms [2021-08-09 21:46:07 main:574] : INFO : Epoch 1962 | loss: 0.0310947 | val_loss: 0.0311362 | Time: 1993.03 ms [2021-08-09 21:46:08 main:574] : INFO : Epoch 1963 | loss: 0.0310976 | val_loss: 0.031142 | Time: 1865.77 ms [2021-08-09 21:46:10 main:574] : INFO : Epoch 1964 | loss: 0.0310975 | val_loss: 0.0311361 | Time: 1715.05 ms [2021-08-09 21:46:12 main:574] : INFO : Epoch 1965 | loss: 0.0310995 | val_loss: 0.0311344 | Time: 1842.44 ms [2021-08-09 21:46:14 main:574] : INFO : Epoch 1966 | loss: 0.0310989 | val_loss: 0.0311373 | Time: 2007.92 ms [2021-08-09 21:46:16 main:574] : INFO : Epoch 1967 | loss: 0.0310938 | val_loss: 0.0311355 | Time: 1740.32 ms [2021-08-09 21:46:17 main:574] : INFO : Epoch 1968 | loss: 0.0310894 | val_loss: 0.0311334 | Time: 1677.52 ms [2021-08-09 21:46:30 main:574] : INFO : Epoch 1969 | loss: 0.0310901 | val_loss: 0.0311351 | Time: 12195.7 ms [2021-08-09 21:46:32 main:574] : INFO : Epoch 1970 | loss: 0.0310927 | val_loss: 0.0311348 | Time: 1924.15 ms [2021-08-09 21:46:33 main:574] : INFO : Epoch 1971 | loss: 0.0310942 | val_loss: 0.0311395 | Time: 1776.52 ms [2021-08-09 21:46:35 main:574] : INFO : Epoch 1972 | loss: 0.0311021 | val_loss: 0.0311339 | Time: 1738.76 ms [2021-08-09 21:46:37 main:574] : INFO : Epoch 1973 | loss: 0.0311089 | val_loss: 0.0311383 | Time: 1854.74 ms [2021-08-09 21:46:39 main:574] : INFO : Epoch 1974 | loss: 0.0311037 | val_loss: 0.031134 | Time: 1975.11 ms [2021-08-09 21:46:41 main:574] : INFO : Epoch 1975 | loss: 0.0311003 | val_loss: 0.0311327 | Time: 1718.33 ms [2021-08-09 21:46:42 main:574] : INFO : Epoch 1976 | loss: 0.031098 | val_loss: 0.0311392 | Time: 1696.91 ms [2021-08-09 21:46:44 main:574] : INFO : Epoch 1977 | loss: 0.0310976 | val_loss: 0.0311436 | Time: 1971.09 ms [2021-08-09 21:46:46 main:574] : INFO : Epoch 1978 | loss: 0.0311217 | val_loss: 0.0311491 | Time: 2101.17 ms [2021-08-09 21:46:48 main:574] : INFO : Epoch 1979 | loss: 0.0311252 | val_loss: 0.0311411 | Time: 1701.36 ms [2021-08-09 21:47:01 main:574] : INFO : Epoch 1980 | loss: 0.0311206 | val_loss: 0.0311385 | Time: 12377.7 ms [2021-08-09 21:47:02 main:574] : INFO : Epoch 1981 | loss: 0.0311181 | val_loss: 0.0311402 | Time: 1716.11 ms [2021-08-09 21:47:04 main:574] : INFO : Epoch 1982 | loss: 0.0311152 | val_loss: 0.0311382 | Time: 1983.64 ms [2021-08-09 21:47:06 main:574] : INFO : Epoch 1983 | loss: 0.031114 | val_loss: 0.0311372 | Time: 1822.26 ms [2021-08-09 21:47:08 main:574] : INFO : Epoch 1984 | loss: 0.0311132 | val_loss: 0.031136 | Time: 1644.27 ms [2021-08-09 21:47:10 main:574] : INFO : Epoch 1985 | loss: 0.0311105 | val_loss: 0.0311357 | Time: 1856.46 ms [2021-08-09 21:47:12 main:574] : INFO : Epoch 1986 | loss: 0.0311083 | val_loss: 0.0311346 | Time: 1976.77 ms [2021-08-09 21:47:13 main:574] : INFO : Epoch 1987 | loss: 0.0311065 | val_loss: 0.0311332 | Time: 1694.71 ms [2021-08-09 21:47:15 main:574] : INFO : Epoch 1988 | loss: 0.0311059 | val_loss: 0.0311357 | Time: 1689.23 ms [2021-08-09 21:47:17 main:574] : INFO : Epoch 1989 | loss: 0.0311048 | val_loss: 0.031137 | Time: 2020.85 ms [2021-08-09 21:47:19 main:574] : INFO : Epoch 1990 | loss: 0.0311053 | val_loss: 0.0311369 | Time: 1935.01 ms [2021-08-09 21:47:21 main:574] : INFO : Epoch 1991 | loss: 0.0311049 | val_loss: 0.0311344 | Time: 1774.06 ms [2021-08-09 21:47:22 main:574] : INFO : Epoch 1992 | loss: 0.0311069 | val_loss: 0.0311327 | Time: 1680.53 ms [2021-08-09 21:47:24 main:574] : INFO : Epoch 1993 | loss: 0.0311092 | val_loss: 0.031136 | Time: 1991.1 ms [2021-08-09 21:47:26 main:574] : INFO : Epoch 1994 | loss: 0.0311055 | val_loss: 0.0311328 | Time: 1804.91 ms [2021-08-09 21:47:28 main:574] : INFO : Epoch 1995 | loss: 0.0311041 | val_loss: 0.0311376 | Time: 1709.5 ms [2021-08-09 21:47:30 main:574] : INFO : Epoch 1996 | loss: 0.0311065 | val_loss: 0.0311331 | Time: 1818.01 ms [2021-08-09 21:47:32 main:574] : INFO : Epoch 1997 | loss: 0.0311096 | val_loss: 0.0311343 | Time: 1978.74 ms [2021-08-09 21:47:34 main:574] : INFO : Epoch 1998 | loss: 0.0311111 | val_loss: 0.0311358 | Time: 1753.59 ms [2021-08-09 21:47:35 main:574] : INFO : Epoch 1999 | loss: 0.0311047 | val_loss: 0.0311351 | Time: 1734.66 ms [2021-08-09 21:47:37 main:574] : INFO : Epoch 2000 | loss: 0.0311025 | val_loss: 0.0311381 | Time: 1903.09 ms [2021-08-09 21:47:39 main:574] : INFO : Epoch 2001 | loss: 0.0311014 | val_loss: 0.0311371 | Time: 1937.38 ms [2021-08-09 21:47:41 main:574] : INFO : Epoch 2002 | loss: 0.0311047 | val_loss: 0.0311434 | Time: 1692.76 ms [2021-08-09 21:47:43 main:574] : INFO : Epoch 2003 | loss: 0.0311025 | val_loss: 0.0311444 | Time: 1717.52 ms [2021-08-09 21:47:45 main:574] : INFO : Epoch 2004 | loss: 0.0310982 | val_loss: 0.0311416 | Time: 2002.93 ms [2021-08-09 21:47:46 main:574] : INFO : Epoch 2005 | loss: 0.0310958 | val_loss: 0.0311443 | Time: 1836.06 ms [2021-08-09 21:47:48 main:574] : INFO : Epoch 2006 | loss: 0.0310955 | val_loss: 0.0311422 | Time: 1681.89 ms [2021-08-09 21:47:50 main:574] : INFO : Epoch 2007 | loss: 0.0310953 | val_loss: 0.0311445 | Time: 1816.99 ms [2021-08-09 21:47:52 main:574] : INFO : Epoch 2008 | loss: 0.0310946 | val_loss: 0.0311398 | Time: 2016.71 ms [2021-08-09 21:47:54 main:574] : INFO : Epoch 2009 | loss: 0.0310985 | val_loss: 0.0311492 | Time: 1751.61 ms [2021-08-09 21:47:55 main:574] : INFO : Epoch 2010 | loss: 0.0311 | val_loss: 0.0311422 | Time: 1686.8 ms [2021-08-09 21:47:57 main:574] : INFO : Epoch 2011 | loss: 0.0310978 | val_loss: 0.0311442 | Time: 1918.69 ms [2021-08-09 21:47:59 main:574] : INFO : Epoch 2012 | loss: 0.0310949 | val_loss: 0.031142 | Time: 1937.93 ms [2021-08-09 21:48:01 main:574] : INFO : Epoch 2013 | loss: 0.0310944 | val_loss: 0.0311434 | Time: 1968.48 ms [2021-08-09 21:48:03 main:574] : INFO : Epoch 2014 | loss: 0.0310943 | val_loss: 0.0311478 | Time: 1725.51 ms [2021-08-09 21:48:05 main:574] : INFO : Epoch 2015 | loss: 0.0310964 | val_loss: 0.0311492 | Time: 1891.46 ms [2021-08-09 21:48:07 main:574] : INFO : Epoch 2016 | loss: 0.0310937 | val_loss: 0.0311402 | Time: 1975.6 ms [2021-08-09 21:48:09 main:574] : INFO : Epoch 2017 | loss: 0.031092 | val_loss: 0.0311428 | Time: 1683.81 ms [2021-08-09 21:48:10 main:574] : INFO : Epoch 2018 | loss: 0.0310916 | val_loss: 0.031144 | Time: 1710.61 ms [2021-08-09 21:48:12 main:574] : INFO : Epoch 2019 | loss: 0.03109 | val_loss: 0.0311422 | Time: 2017.48 ms [2021-08-09 21:48:14 main:574] : INFO : Epoch 2020 | loss: 0.0310901 | val_loss: 0.0311461 | Time: 1866.08 ms [2021-08-09 21:48:16 main:574] : INFO : Epoch 2021 | loss: 0.0310912 | val_loss: 0.0311462 | Time: 1694.82 ms [2021-08-09 21:48:18 main:574] : INFO : Epoch 2022 | loss: 0.0310951 | val_loss: 0.0311401 | Time: 1790.9 ms [2021-08-09 21:48:20 main:574] : INFO : Epoch 2023 | loss: 0.0310934 | val_loss: 0.0311405 | Time: 2007.27 ms [2021-08-09 21:48:32 main:574] : INFO : Epoch 2024 | loss: 0.0310924 | val_loss: 0.0311478 | Time: 12033.5 ms [2021-08-09 21:48:33 main:574] : INFO : Epoch 2025 | loss: 0.0310941 | val_loss: 0.0311396 | Time: 1682.58 ms [2021-08-09 21:48:35 main:574] : INFO : Epoch 2026 | loss: 0.0310897 | val_loss: 0.0311471 | Time: 1815.2 ms [2021-08-09 21:48:37 main:574] : INFO : Epoch 2027 | loss: 0.03109 | val_loss: 0.0311441 | Time: 1988.73 ms [2021-08-09 21:48:39 main:574] : INFO : Epoch 2028 | loss: 0.0310887 | val_loss: 0.0311468 | Time: 1726.14 ms [2021-08-09 21:48:41 main:574] : INFO : Epoch 2029 | loss: 0.0310885 | val_loss: 0.0311403 | Time: 1726.55 ms [2021-08-09 21:48:43 main:574] : INFO : Epoch 2030 | loss: 0.0310916 | val_loss: 0.0311443 | Time: 1889.91 ms [2021-08-09 21:48:44 main:574] : INFO : Epoch 2031 | loss: 0.0310959 | val_loss: 0.0311468 | Time: 1915.88 ms [2021-08-09 21:48:46 main:574] : INFO : Epoch 2032 | loss: 0.0310926 | val_loss: 0.0311464 | Time: 1687.8 ms [2021-08-09 21:48:48 main:574] : INFO : Epoch 2033 | loss: 0.0310911 | val_loss: 0.031141 | Time: 1722.49 ms [2021-08-09 21:48:50 main:574] : INFO : Epoch 2034 | loss: 0.0310907 | val_loss: 0.0311437 | Time: 1997.76 ms [2021-08-09 21:48:52 main:574] : INFO : Epoch 2035 | loss: 0.0310911 | val_loss: 0.0311447 | Time: 1827.57 ms [2021-08-09 21:48:53 main:574] : INFO : Epoch 2036 | loss: 0.0310908 | val_loss: 0.0311416 | Time: 1712.07 ms [2021-08-09 21:48:55 main:574] : INFO : Epoch 2037 | loss: 0.0310925 | val_loss: 0.0311418 | Time: 1814.91 ms [2021-08-09 21:48:57 main:574] : INFO : Epoch 2038 | loss: 0.0310929 | val_loss: 0.0311442 | Time: 2012.07 ms [2021-08-09 21:48:59 main:574] : INFO : Epoch 2039 | loss: 0.0310937 | val_loss: 0.0311418 | Time: 1745.08 ms [2021-08-09 21:49:01 main:574] : INFO : Epoch 2040 | loss: 0.0310925 | val_loss: 0.0311456 | Time: 1716.21 ms [2021-08-09 21:49:03 main:574] : INFO : Epoch 2041 | loss: 0.0310988 | val_loss: 0.0311368 | Time: 1902.35 ms [2021-08-09 21:49:05 main:574] : INFO : Epoch 2042 | loss: 0.0310969 | val_loss: 0.0311395 | Time: 1973.53 ms [2021-08-09 21:49:06 main:574] : INFO : Epoch 2043 | loss: 0.0310941 | val_loss: 0.0311461 | Time: 1680.1 ms [2021-08-09 21:49:08 main:574] : INFO : Epoch 2044 | loss: 0.0310955 | val_loss: 0.0311453 | Time: 1707.98 ms [2021-08-09 21:49:10 main:574] : INFO : Epoch 2045 | loss: 0.0310929 | val_loss: 0.0311439 | Time: 1996.71 ms [2021-08-09 21:49:12 main:574] : INFO : Epoch 2046 | loss: 0.0310923 | val_loss: 0.0311427 | Time: 2004.02 ms [2021-08-09 21:49:14 main:574] : INFO : Epoch 2047 | loss: 0.0310913 | val_loss: 0.0311473 | Time: 1699.7 ms [2021-08-09 21:49:16 main:574] : INFO : Epoch 2048 | loss: 0.0310913 | val_loss: 0.0311434 | Time: 1730.93 ms [2021-08-09 21:49:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311434 [2021-08-09 21:49:16 main:603] : INFO : Saving end state to config to file [2021-08-09 21:49:16 main:608] : INFO : Success, exiting.. 21:49:16 (129800): 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)